From ade6c326d4b46540231a43a9760b620603e15695 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 23 Apr 2019 08:38:35 -0300
Subject: [PATCH 01/41] Merge HOTMapper with database development
---
auto.sh | 68 +++++----
database/__init__.py | 9 +-
database/actions.py | 50 ++++++-
database/base.py | 9 +-
database/database_table.py | 9 +-
database/groups.py | 125 +++++++++++++++++
database/protocol.py | 9 +-
database/types.py | 9 +-
generate_schema.py | 9 +-
manage.py | 47 +++++--
pnad_protocol_from_dic.py | 10 +-
protocols_comparison.py | 9 +-
settings.py | 15 +-
sql/regiao.sql | 32 +++++
tests/__init__.py | 21 ---
tests/database_table_test.py | 265 +----------------------------------
16 files changed, 323 insertions(+), 373 deletions(-)
create mode 100644 database/groups.py
create mode 100644 sql/regiao.sql
diff --git a/auto.sh b/auto.sh
index c532eec..581de09 100755
--- a/auto.sh
+++ b/auto.sh
@@ -1,5 +1,23 @@
#!/bin/bash
+# Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+# Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+#
+# This file is part of HOTMapper.
+#
+# HOTMapper is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# HOTMapper is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+
# ---------------------------------------------------------------------------------------#
# Esse script tem como objetivo facilitar a criação do banco de dados do projeto SIMCAQ,
# conforme a necessidade dos desenvolvedores. O código é livre para modificações contanto
@@ -12,16 +30,7 @@
# ---------------------------------------------------------------------------------------#
fBase ()
{
- mclient -d $1 base/regiao.sql
- mclient -d $1 base/estado.sql
- mclient -d $1 base/municipio.sql
- mclient -d $1 base/siope_uf.sql
- mclient -d $1 base/siope_mun.sql
- mclient -d $1 base/siope_mun_seed.sql
- mclient -d $1 base/instituicao_superior.sql
- mclient -d $1 base/formacao_superior.sql
- mclient -d $1 base/formacao_superior_seed.sql
- mclient -d $1 base/ibge_pib.sql
+ ./manage.py execute_sql_group base
}
# ---------------------------------------------------------------------------------------#
@@ -62,6 +71,15 @@ fInsert()
}
# ---------------------------------------------------------------------------------------#
+# ---------------------------------------------------------------------------------------#
+# Função para criar tabelas agregadas a partir de sql
+# ---------------------------------------------------------------------------------------#
+fAggregate()
+{
+ ./manage.py execute_sql_group simcaq_aggregate
+}
+# ---------------------------------------------------------------------------------------#
+
# ---------------------------------------------------------------------------------------#
# Retorna uma ajuda caso não haja parâmetros de entrada
# ---------------------------------------------------------------------------------------#
@@ -73,9 +91,9 @@ if [ ! $1 ]; then
printf "# 3. create: execute the commands to create the tables.\n"
printf "# 4. insert: execute the commands to insert data to tables.\n\n"
printf "# Estructure of commands:\n"
- printf "# 1. ./auto.sh all [database_name] [path_to_files] [initial_year]"
+ printf "# 1. ./auto.sh all [path_to_files] [initial_year]"
printf " [final_year]\n"
- printf "# 2. ./auto.sh base [database_name]\n"
+ printf "# 2. ./auto.sh base\n"
printf "# 3. ./auto.sh create\n"
printf "# 4. ./auto.sh insert [path_to_files] [initial_year] [final_year]\n\n"
exit 0;
@@ -89,33 +107,29 @@ source ./env/bin/activate
if [ $? = 0 ]; then
printf "\n# Environment activated!\n"
if [ "$1" = 'all' ]; then
- if [ $2 ] && [ $3 ] && [ $4 ] && [ $5 ]; then
- printf "\n# Initializing the creation of base tables (may need database"
- printf " password)...\n"
+ if [ $2 ] && [ $3 ] && [ $4 ]; then
+ printf "\n# Initializing the creation of base tables...\n"
sleep 1
- fBase "$2"
+ fBase
printf "\n# Initializing the creation of mapping tables...\n"
sleep 1
fCreate
printf "\n# Initializing the insertion of data, this may take a while...\n"
sleep 2
- fInsert "$3" "$4" "$5"
- sleep 1
- else
- printf "# ERROR: Missing parameters!\n"
- exit -1;
- fi
- elif [ "$1" = 'base' ]; then
- if [ $2 ]; then
- printf "\n# Initializing the creation of base tables (may need database"
- printf " password)...\n"
+ fInsert "$2" "$3" "$4"
sleep 1
- fBase "$2"
+ printf "\n# Initializing the creation of aggregate tables...\n"
sleep 1
+ fAggregate
else
printf "# ERROR: Missing parameters!\n"
exit -1;
fi
+ elif [ "$1" = 'base' ]; then
+ printf "\n# Initializing the creation of base tables...\n"
+ sleep 1
+ fBase
+ sleep 1
elif [ "$1" = 'create' ]; then
printf "\n# Initializing the creation of tables...\n"
sleep 1
diff --git a/database/__init__.py b/database/__init__.py
index 705b9c6..cd54961 100644
--- a/database/__init__.py
+++ b/database/__init__.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,7 +15,6 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
diff --git a/database/actions.py b/database/actions.py
index 9ba4c38..26733f1 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,23 +15,25 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
'''Database manipulation actions - these can be used as models for other modules.'''
import logging
-from sqlalchemy import create_engine, MetaData
+from sqlalchemy import create_engine, MetaData, text
from os import chdir
from datetime import datetime
from database.base import MissingTableError
from database.database_table import gen_data_table, copy_tabbed_to_csv
+import database.groups
import settings
+from database.groups import DATA_GROUP, DATABASE_TABLE_NAME
ENGINE = create_engine(settings.DATABASE_URI, echo=settings.ECHO)
META = MetaData(bind=ENGINE)
logging.basicConfig(format = settings.LOGGING_FORMAT)
+logger = logging.getLogger(__name__)
database_table_logger = logging.getLogger('database.database_table')
database_table_logger.setLevel(settings.LOGGING_LEVEL)
@@ -101,7 +103,7 @@ def csv_from_tabbed(table_name, input_file, output_file, year, sep=';'):
copy_tabbed_to_csv(input_file, column_mappings, settings.CHUNK_SIZE, output_file,
column_names=column_names, sep=sep)
-def update_from_file(file_name, table, year, columns=None, target_list=None,
+def update_from_file(file_name, table, year, columns=None,
offset=2, delimiters=[';', '\\n', '"'], null=''):
'''Updates table columns from an input csv file'''
table = gen_data_table(table, META)
@@ -140,3 +142,37 @@ def generate_backup():
f = open(settings.BACKUP_FILE,"w")
f.write(str(datetime.now()))
f.close()
+
+def execute_sql_script(sql_scripts, sql_path=settings.SCRIPTS_FOLDER):
+ if type(sql_scripts) == str:
+ sql_scripts = [sql_scripts]
+ with ENGINE.connect() as connection:
+ trans = connection.begin()
+ for script in sql_scripts:
+ with open(sql_path + '/' + script) as sql:
+ connection.execute(text(sql.read()))
+ trans.commit()
+
+def execute_sql_group(script_group, sql_path=settings.SCRIPTS_FOLDER, files=False):
+ if not files:
+ sql_script = [DATA_GROUP[group.upper()] for group in script_group.split(",")]
+ else:
+ sql_script = script_group.split(",")
+ for sql in sql_script:
+ execute_sql_script(sql, sql_path + '/')
+
+def drop_group(script_group, files=False):
+ script_group = script_group.split(",")
+ selected_tables = []
+ if not files:
+ for group in script_group:
+ selected_tables += DATA_GROUP[group.upper()]
+ else:
+ selected_tables = script_group
+
+ for table in reversed(selected_tables):
+ if table in DATABASE_TABLE_NAME:
+ table_name = DATABASE_TABLE_NAME[table]
+ else:
+ table_name = table.replace('.sql', '')
+ drop(table_name)
diff --git a/database/base.py b/database/base.py
index d00aa5b..4312529 100644
--- a/database/base.py
+++ b/database/base.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,9 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
'''Module containing base declarations'''
diff --git a/database/database_table.py b/database/database_table.py
index ef3d809..ab81092 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,9 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
'''This module contains the definition of the DatabaseTable class and a constructor'''
import os
diff --git a/database/groups.py b/database/groups.py
new file mode 100644
index 0000000..98e2580
--- /dev/null
+++ b/database/groups.py
@@ -0,0 +1,125 @@
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
+
+'''Group Settings'''
+
+# ---------------------------------------------------------------------------------------#
+# SMPPIR
+# ---------------------------------------------------------------------------------------#
+INEP = [
+ 'admission.sql',
+ 'course.sql',
+ 'evader.sql',
+ 'extracurricular_activities.sql',
+ 'graduate.sql',
+ 'institution.sql',
+ 'institutionPrivate.sql',
+ 'social_support.sql',
+ 'student_loans.sql'
+]
+PROUNI = [
+ 'coursePROUNI.sql',
+ 'institutionPROUNI.sql',
+ 'prouni.sql'
+]
+PNAD = [
+ 'pnad.sql'
+]
+CADUNICO = [
+ 'eixo2.sql',
+ 'eixo3.sql',
+ 'eixo4.sql',
+ 'african_sustentability.sql',
+ 'african_rights.sql',
+ 'african_culture.sql'
+]
+FIES = [
+ 'courseFIES.sql',
+ 'fies.sql',
+ 'institutionFIES.sql'
+]
+ALL_GROUPS_SMPPIR = INEP + PROUNI + PNAD + CADUNICO + FIES
+# ---------------------------------------------------------------------------------------#
+
+# ---------------------------------------------------------------------------------------#
+# SIMCAQ
+# ---------------------------------------------------------------------------------------#
+BASE = [
+ 'regiao.sql',
+ 'estado.sql',
+ 'municipio.sql',
+ 'siope_uf.sql',
+ 'siope_mun.sql',
+ 'siope_mun_seed.sql',
+ 'instituicao_superior.sql',
+ 'formacao_superior.sql',
+ 'formacao_superior_seed.sql',
+ 'ibge_pib.sql',
+ 'cub.sql',
+]
+
+SIMCAQ_AGGREGATE = [
+ 'docente_por_escola.sql',
+ 'idm.sql',
+ 'projecao_matricula.sql'
+]
+# ---------------------------------------------------------------------------------------#
+
+# ---------------------------------------------------------------------------------------#
+# Usado para chamar os grupos corretos
+# ---------------------------------------------------------------------------------------#
+DATA_GROUP = {
+ "INEP": INEP,
+ "PROUNI": PROUNI,
+ "PNAD": PNAD,
+ "CADUNICO": CADUNICO,
+ "FIES": FIES,
+ "ALL_GROUPS_SMPPIR": ALL_GROUPS_SMPPIR,
+ "BASE": BASE,
+ "SIMCAQ_AGGREGATE": SIMCAQ_AGGREGATE
+}
+# ---------------------------------------------------------------------------------------#
+# Nome da tabela caso seja diferente do nome do sql
+# ---------------------------------------------------------------------------------------#
+DATABASE_TABLE_NAME = {
+ 'admission.sql': 'admission_ag',
+ 'course.sql': 'course_ag',
+ 'evader.sql': 'evader_ag',
+ 'extracurricular_activities.sql': 'extracurricular_activities_ag',
+ 'graduate.sql': 'graduate_ag',
+ 'institution.sql': 'institution_ag',
+ 'institutionPrivate.sql': 'institution_private_ag',
+ 'social_support.sql': 'social_support_ag',
+ 'student_loans.sql': 'student_loans_ag',
+ 'coursePROUNI.sql': 'course_prouni_ag',
+ 'institutionPROUNI.sql': 'institution_prouni_ag',
+ 'prouni.sql': 'prouni_ag',
+ 'eixo2.sql': 'quilombola_eixo_2_ag',
+ 'eixo3.sql': 'quilombola_eixo_3_ag',
+ 'eixo4.sql': 'quilombola_eixo_4_ag',
+ 'african_sustentability.sql': 'african_sustentability_ag',
+ 'african_rights.sql': 'african_rights_ag',
+ 'african_culture.sql': 'african_culture_ag',
+ 'pnad.sql': 'pnad_ag',
+ 'courseFIES.sql': 'course_fies_ag',
+ 'fies.sql': 'fies_ag',
+ 'institutionFIES.sql': 'institution_fies_ag',
+ 'idm.sql': 'indice_distribuicao_matriculas'
+}
diff --git a/database/protocol.py b/database/protocol.py
index d78edf9..2316a7f 100644
--- a/database/protocol.py
+++ b/database/protocol.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,9 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
''' Routines related to column dictionary generation.
Names comonly used:
diff --git a/database/types.py b/database/types.py
index 1f0b24a..7cac079 100644
--- a/database/types.py
+++ b/database/types.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,9 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
import re
from sqlalchemy_monetdb.types import MONETDB_TYPE_MAP, TINYINT, DOUBLE_PRECISION
diff --git a/generate_schema.py b/generate_schema.py
index ab990c2..04e515a 100644
--- a/generate_schema.py
+++ b/generate_schema.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,9 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
'''Generates schema in mysql dialect. Useful for documentation'''
from sqlalchemy import create_engine, MetaData, inspect
diff --git a/manage.py b/manage.py
index a4dba50..236e6a5 100755
--- a/manage.py
+++ b/manage.py
@@ -1,7 +1,7 @@
#!/usr/bin/env python3
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -17,16 +17,14 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
-
-
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
'''CLI for database module'''
from manager import Manager
-
+import subprocess
import database.actions
+from settings import SCRIPTS_FOLDER
manager = Manager()
@@ -59,7 +57,7 @@ def update_from_file(csv_file, table, year, columns=None, target_list=None, offs
if target_list:
target_list = target_list.split(',')
database.actions.update_from_file(csv_file, table, year, columns=columns,
- target_list=target_list, offset=offset,
+ offset=offset,
delimiters=[sep, '\\n', '"'], null=null)
@manager.command
@@ -79,5 +77,36 @@ def generate_backup():
'''Create/Recriate file monitored by backup script in production'''
database.actions.generate_backup()
+@manager.command
+def execute_sql_group(script_group, script_path=SCRIPTS_FOLDER, files=False):
+ '''Execute a group of sql files from groups.py,
+ if you want only specific files use --files and a "file1,file2,..." pattern'''
+ database.actions.execute_sql_group(script_group, script_path, files)
+
+@manager.command
+def drop_group(script_group, files=False):
+ '''Drop a group of tables from groups.py,
+ if you want to drop only specif tables use --files and a "table1,table2,..." pattern'''
+ database.actions.drop_group(script_group, files)
+
+@manager.command
+def rebuild_group(script_group, sql_path=SCRIPTS_FOLDER, files=False):
+ database.actions.drop_group(script_group, files)
+ database.actions.execute_sql_group(script_group, sql_path, files)
+
+@manager.command
+def run_script(script_name, args="", folder=SCRIPTS_FOLDER):
+ '''Run a script from the scripts folder, the arguments of the script needs to be passed as a string'''
+ run_list = args.split(",")
+ run_list.insert(0, script_name)
+ if script_name[-2:] == 'py':
+ run_list.insert(0, 'python')
+ subprocess.run(run_list, cwd=folder)
+ elif script_name[-2:] == 'sh':
+ run_list.insert(0, 'sh')
+ subprocess.run(run_list, cwd=folder)
+ elif script_name[-3:] == 'sql':
+ database.actions.execute_sql_script(script_name)
+
if __name__ == "__main__":
manager.main()
diff --git a/pnad_protocol_from_dic.py b/pnad_protocol_from_dic.py
index 4879ce7..9394819 100644
--- a/pnad_protocol_from_dic.py
+++ b/pnad_protocol_from_dic.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,10 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
-
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
import sys
import pandas as pd
diff --git a/protocols_comparison.py b/protocols_comparison.py
index 661d24e..37516fc 100644
--- a/protocols_comparison.py
+++ b/protocols_comparison.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,9 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
import pandas as pd
import os
diff --git a/settings.py b/settings.py
index 94ca902..f4f4a68 100644
--- a/settings.py
+++ b/settings.py
@@ -1,5 +1,5 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
This file is part of HOTMapper.
@@ -15,10 +15,8 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
-
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
'''Settings used by the database module'''
import logging
@@ -35,7 +33,7 @@ DATABASE_USER_PASSWORD = 'monetdb'
DATABASE_HOST = 'localhost'
# Database to connect to
-DATABASE = 'hotmapper_demo'
+DATABASE = 'dev_simcaq'
# URI structure. Standards to login:password model, but can be changed as needed.
DATABASE_URI = '{}://{}:{}@{}/{}'.format(DATABASE_DIALECT, DATABASE_USER,
@@ -50,6 +48,9 @@ MAPPING_PROTOCOLS_FOLDER = 'mapping_protocols'
# Folder for table definitions files
TABLE_DEFINITIONS_FOLDER = 'table_definitions'
+# Folder for scripts and sql tables
+SCRIPTS_FOLDER = 'sql'
+
# Source table definitions
SOURCE_TABLE_NAME = 'fonte'
SOURCE_TABLE_COLUMNS = {
diff --git a/sql/regiao.sql b/sql/regiao.sql
new file mode 100644
index 0000000..640ff0e
--- /dev/null
+++ b/sql/regiao.sql
@@ -0,0 +1,32 @@
+/*
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+*/
+
+CREATE TABLE regiao
+(
+ id serial,
+ nome text not null
+);
+
+COPY 5 RECORDS INTO regiao FROM stdin USING DELIMITERS ',','\n';
+1,Norte
+2,Nordeste
+3,Sudeste
+4,Sul
+5,Centro-Oeste
diff --git a/tests/__init__.py b/tests/__init__.py
index 705b9c6..e69de29 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,21 +0,0 @@
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
-Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
-
-This file is part of HOTMapper.
-
-HOTMapper is free software: you can redistribute it and/or modify
-it under the terms of the GNU General Public License as published by
-the Free Software Foundation, either version 3 of the License, or
-(at your option) any later version.
-
-HOTMapper is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU General Public License for more details.
-
-You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
-
diff --git a/tests/database_table_test.py b/tests/database_table_test.py
index e06c586..80be991 100644
--- a/tests/database_table_test.py
+++ b/tests/database_table_test.py
@@ -1,26 +1,4 @@
#!/usr/bin/env python3
-
-"""
-Copyright (C) 2018 Centro de Computacao Cientifica e Software Livre
-Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
-
-This file is part of HOTMapper.
-
-HOTMapper is free software: you can redistribute it and/or modify
-it under the terms of the GNU General Public License as published by
-the Free Software Foundation, either version 3 of the License, or
-(at your option) any later version.
-
-HOTMapper is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU General Public License for more details.
-
-You should have received a copy of the GNU General Public License
-along with simcaq-cdn. If not, see <https://www.gnu.org/licenses/>.
-
-"""
-
'''Describes tests for the database.database_table module, concerning DatabaseTable objects
and their manipulation'''
import unittest
@@ -38,6 +16,7 @@ import database.protocol as protocol
# Disable no-member warnings to silence false positives from Table instances dinamically generated
# attributes. Disabled warning for access to protected member
# pylint: disable=no-member,W0212
+# You'll also need python 3.6+
class MainModuleTest(unittest.TestCase):
@@ -92,37 +71,6 @@ class MainModuleTest(unittest.TestCase):
self.assertTrue(column1 in primary_keys)
self.assertTrue(column2 in primary_keys)
- @patch('database.database_table.Table')
- @patch('database.database_table.get_type')
- def test_gen_temporary(self, mocked_get_type, mocked_table):
- '''Test temporary table object generation'''
- name = MagicMock(str)
- field_name = MagicMock(str)
- field_type = MagicMock(str)
- meta = MagicMock(sqlalchemy.MetaData)
- columns = (field_name, field_type)
-
- database_table.gen_temporary(name, meta, columns)
-
- mocked_get_type.assert_called_with(field_type)
- mocked_table.assert_called_with(name, meta, prefixes=['TEMPORARY'], schema='tmp')
-
- def test_copy_to_temporary(self):
- '''Test copy into temporary table'''
- connection = MagicMock(sqlalchemy.engine.base.Engine._trans_ctx)
- connection.execute = MagicMock(lambda query: None)
- ttable = MagicMock(sqlalchemy.Table)
-
- csv_file = ''.join([choice(string.ascii_lowercase) for _ in range(randint(1, 10))])
- ttable.name = ''.join([choice(string.ascii_lowercase) for _ in range(randint(1, 10))])
-
- database_table.copy_to_temporary(connection, csv_file, ttable)
-
- query = connection.execute.call_args[0][0]
- self.assertIn(csv_file, query)
- self.assertIn(ttable.name, query)
-
-
def gen_random_string(min_length, max_length):
'''Generates a random string to use as name for some feature'''
string_size = randint(min_length, max_length)
@@ -187,34 +135,6 @@ class DatabaseTableTest(unittest.TestCase):
self.assertEqual(definitions, test_dict)
- def test_translate_header(self):
- '''Tests translation of a header to local database names from a protocol'''
- with self.assertRaises(base.MissingProtocolError):
- self.table.columns_from_targets(None)
-
- self.table._protocol = MagicMock(protocol.Protocol())
- self.table._protocol.target_from_original = MagicMock(
- self.table._protocol.target_from_original,
- return_value='target')
- self.table._protocol.dbcolumn_from_target = MagicMock(
- self.table._protocol.dbcolumn_from_target, return_value=('column_name', 'column_type'))
-
- self.assertEqual(self.table.translate_header([], []), {})
-
- translated = self.table.translate_header(['title'], 2013)
-
- self.table._protocol.target_from_original.assert_called_with('title', 2013)
- self.table._protocol.dbcolumn_from_target.assert_called_with('target')
- self.assertEqual(len(translated.keys()), 1)
- self.assertEqual(translated['title'], {"column_name": 'column_name',
- "column_type": 'column_type'})
-
- size = randint(1, 10)
- header = []
- for i in range(0, size):
- header.append('title'+str(i))
- translated = self.table.translate_header(header, 2013)
- self.assertEqual(len(translated.keys()), size)
@patch('database.database_table.insert')
def test_create_mapping_table(self, mocked_insert):
@@ -402,6 +322,9 @@ class DatabaseTableTest(unittest.TestCase):
self.engine.execute.assert_not_called()
self.table.primary_key = MagicMock(self.table.primary_key)
+ primary_column = MagicMock(sqlalchemy.Column)
+ self.table.primary_key.columns = [primary_column]
+
self.table.redefine_column = MagicMock(self.table.redefine_column)
transfer_list = []
for _ in range(randint(2, 5)):
@@ -436,190 +359,10 @@ class DatabaseTableTest(unittest.TestCase):
p = protocol.Protocol()
self.table.load_protocol(p)
-
-
- def test_treat_derivative(self):
- '''Tests the treatment of a derivative field'''
- original = None
- ret = self.table.treat_derivative(original)
- self.assertIs(ret, None)
-
- original = gen_random_string(4, 10)
- ret = self.table.treat_derivative(original)
- self.assertIs(ret, None)
-
- original = '~' + original
- ret = self.table.treat_derivative(original)
- self.assertEqual('~'+str(ret), original)
- self.assertIsInstance(ret, sqlalchemy.sql.elements.TextClause)
-
- def test_set_temporary_primary_keys(self):
- '''Tests the setup of primary keys in temporary tables'''
- ttable = sqlalchemy.Table('t_' + self.name, self.meta)
- with self.assertRaises(base.MissingProtocolError):
- self.table.set_temporary_primary_keys(ttable)
-
- pk_columns = []
- for _ in range(randint(2, 5)):
- column = Column(gen_random_string(5, 10), Integer())
- pk_columns.append(column)
- self.table.append_column(column)
- ttable.append_column(column.copy())
-
- not_pk_columns = []
- for _ in range(randint(2, 5)):
- column = Column(gen_random_string(5, 10), Integer())
- not_pk_columns.append(column)
- self.table.append_column(column)
- ttable.append_column(column.copy())
-
- self.table.primary_key = PrimaryKeyConstraint(*pk_columns)
- self.table._protocol = MagicMock(protocol.Protocol())
-
- self.table._protocol.target_from_dbcolumn = lambda name: name
- self.table._protocol.original_from_target = lambda name, year: name
-
- year = gen_random_string(2, 5)
-
- self.table.set_temporary_primary_keys(ttable, year=year)
-
- tpks = list(ttable.primary_key)
- pks = list(self.table.primary_key)
-
- for tpk, pk in zip(tpks, pks):
- self.assertEqual(pk.name, tpk.name)
-
- def test_set_temporary_primary_keys_no_year(self):
- '''Tests the setup of primary keys in temporary tables'''
- ttable = sqlalchemy.Table('t_' + self.name, self.meta)
-
- pk_columns = []
- for _ in range(randint(2, 5)):
- column = Column(gen_random_string(5, 10), Integer())
- pk_columns.append(column)
- self.table.append_column(column)
- ttable.append_column(column.copy())
-
- not_pk_columns = []
- for _ in range(randint(2, 5)):
- column = Column(gen_random_string(5, 10), Integer())
- not_pk_columns.append(column)
- self.table.append_column(column)
- ttable.append_column(column.copy())
-
- self.table.primary_key = PrimaryKeyConstraint(*pk_columns)
- self.table._protocol = MagicMock(protocol.Protocol())
-
- self.table.set_temporary_primary_keys(ttable)
-
- tpks = list(ttable.primary_key)
- pks = list(self.table.primary_key)
-
- for tpk, pk in zip(tpks, pks):
- self.assertEqual(pk.name, tpk.name)
-
- def test_mount_original_columns(self):
- '''Tests the mounting of the original columns list for a given table'''
- self.table.translate_header = MagicMock(self.table.translate_header)
- header = []
- year = randint(1, 10)
- self.table.translate_header.return_value = {}
- ret = self.table.mount_original_columns(header, year)
- self.assertIsInstance(ret, list)
- self.assertEqual(len(ret), 0)
-
- header_len = randint(1, 10)
- for _ in range(header_len):
- header.append(gen_random_string(4, 10))
-
- self.table.translate_header = lambda header, year:\
- dict((k, {"column_type": gen_random_string(4, 10)}) for k in header)
- ret = self.table.mount_original_columns(header, year)
- self.assertIsInstance(ret, list)
- self.assertEqual(len(ret), header_len)
- for entry, header_entry in zip(ret, header):
- self.assertEqual(entry[0], header_entry)
-
- @patch('database.database_table.get_type')
- @patch('database.database_table.Column')
- @patch('database.database_table.Table')
- @patch('database.database_table.select')
- @patch('database.database_table.insert')
- def test_set_temporary_columns(self, mocked_insert, mocked_select, mocked_table, mocked_column,
- mocked_get_type):
- '''Tests setup of temporary columns in temporary tables'''
- ttable = sqlalchemy.Table('t_' + self.name, self.meta)
- year = gen_random_string(2, 5)
- with self.assertRaises(base.MissingProtocolError):
- self.table.set_temporary_columns(self.engine, ttable, year)
-
- self.table._protocol = MagicMock(protocol.Protocol)
-
- # No assertions should be made for the original columns.
- # This should be removed from the temporary columns table some time in future
- columns = []
- for _ in range(randint(2, 5)):
- columns.append(MagicMock(Column()))
-
- ttable.columns = columns
-
- get_type_calls = []
- column_calls = []
- treat_derivative_calls = []
-
- return_value = []
- for _ in range(randint(2, 5)):
- temporary_column = (gen_random_string(5, 10),
- gen_random_string(2, 5),
- gen_random_string(10, 20)
- )
- return_value.append(temporary_column)
- get_type_calls.append(call(temporary_column[1]))
- column_calls.append(call(temporary_column[0], mocked_get_type()))
- treat_derivative_calls.append(call(temporary_column[2]))
-
- self.table._protocol.get_temporary_columns = lambda year: return_value
- self.table.treat_derivative = MagicMock(self.table.treat_derivative)
-
- self.table.set_temporary_columns(self.engine, ttable, gen_random_string(2, 5))
-
- mocked_table.assert_called_once()
- mocked_get_type.assert_has_calls(get_type_calls)
- mocked_column.assert_has_calls(column_calls)
- mocked_select.assert_called()
- mocked_insert.assert_called()
- self.table.treat_derivative.assert_has_calls(treat_derivative_calls)
-
def test_insert_from_temporary(self):
'''Tests insertion in table from a previously created temporary table'''
pass
- def test_columns_from_targets(self):
- '''Tests capture of database columns from given targets on a table object'''
- with self.assertRaises(base.MissingProtocolError):
- self.table.columns_from_targets(None)
-
- self.table._protocol = MagicMock(protocol.Protocol())
- target_list = None
- ret = self.table.columns_from_targets(target_list)
- self.assertIsInstance(ret, list)
- self.assertEqual(len(ret), 0)
-
- target_list_len = randint(1, 10)
- target_list = []
- for _ in range(target_list_len):
- target_list.append(gen_random_string(4, 10))
- ret_column_name = gen_random_string(4, 10)
- self.table._protocol.dbcolumn_from_target.return_value = (ret_column_name, str)
- ret = self.table.columns_from_targets(target_list)
- self.assertIsInstance(ret, list)
- self.assertEqual(ret[0], ret_column_name)
- self.assertEqual(len(ret), target_list_len)
-
- self.table._protocol.dbcolumn_from_target.return_value = (ret_column_name, None)
- with self.assertRaises(base.InvalidTargetError):
- self.table.columns_from_targets(target_list)
-
def test_update_from_temporary(self):
'''Tests updating of given columns from a temporary table'''
pass
--
GitLab
From b232433743d93cd7a7a82cd6bf8e172175e26a1e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 23 Apr 2019 08:41:55 -0300
Subject: [PATCH 02/41] Update settings.py
---
settings.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/settings.py b/settings.py
index f4f4a68..1166eb2 100644
--- a/settings.py
+++ b/settings.py
@@ -33,7 +33,7 @@ DATABASE_USER_PASSWORD = 'monetdb'
DATABASE_HOST = 'localhost'
# Database to connect to
-DATABASE = 'dev_simcaq'
+DATABASE = 'hotmapper_demo'
# URI structure. Standards to login:password model, but can be changed as needed.
DATABASE_URI = '{}://{}:{}@{}/{}'.format(DATABASE_DIALECT, DATABASE_USER,
--
GitLab
From 917b0fd8fde0f0173f4911baf892fa6b63776337 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 23 Apr 2019 08:43:16 -0300
Subject: [PATCH 03/41] Add license to tests
---
tests/database_table_test.py | 21 +++++++++++++++++++++
1 file changed, 21 insertions(+)
diff --git a/tests/database_table_test.py b/tests/database_table_test.py
index 80be991..be58cf7 100644
--- a/tests/database_table_test.py
+++ b/tests/database_table_test.py
@@ -1,4 +1,25 @@
#!/usr/bin/env python3
+
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
+
'''Describes tests for the database.database_table module, concerning DatabaseTable objects
and their manipulation'''
import unittest
--
GitLab
From 6968f628ae7c21313678a4f03dd61ab2292d6c7b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 13 May 2019 08:13:49 -0300
Subject: [PATCH 04/41] Add tests for the main actions
---
mapping_protocols/test_database.csv | 9 +
sql/test_reference.sql | 25027 ++++++++++++++++
table_definitions/test_database.json | 12 +
tests/database_test.py | 160 +
.../database_test_data/test_database_data.csv | 1059 +
.../database_test_data/verify_data_insert.csv | 1059 +
6 files changed, 27326 insertions(+)
create mode 100644 mapping_protocols/test_database.csv
create mode 100644 sql/test_reference.sql
create mode 100644 table_definitions/test_database.json
create mode 100755 tests/database_test.py
create mode 100644 tests/database_test_data/test_database_data.csv
create mode 100644 tests/database_test_data/verify_data_insert.csv
diff --git a/mapping_protocols/test_database.csv b/mapping_protocols/test_database.csv
new file mode 100644
index 0000000..33ca128
--- /dev/null
+++ b/mapping_protocols/test_database.csv
@@ -0,0 +1,9 @@
+Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2018
+OBJID,objectid,ID,0,id,INT,objectid
+ANO,ano,Ano,0,ano_censo,INT,ano
+NOMEOG,mpprogomaç,Nome,0,nome,VARCHAR(64),nooriginal
+ESPCD,esp_cd,Código da massa,0,massa_id,INT,esp_cd
+TIPOMASS,detipomass,Tipo,0,tipo,VARCHAR(16),detipomass
+TIPOADM,dedominial,Tipo Administrativo,0,adm,VARCHAR(16),dedominial
+CODADM,,Código Administrativo,0,adm_id,INT,"~CASE WHEN (""dedominial"" = 'Federal') THEN 1 WHEN (""dedominial"" = 'Estadual') THEN 2 END"
+CODTIPO,,Código do tipo,0,tipo_id,INT,~CASE WHEN (tipo = 'Natural') THEN 1 WHEN (tipo = 'Artificial') THEN 0 END
diff --git a/sql/test_reference.sql b/sql/test_reference.sql
new file mode 100644
index 0000000..a1d724e
--- /dev/null
+++ b/sql/test_reference.sql
@@ -0,0 +1,25027 @@
+/*
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+*/
+
+CREATE TABLE test_reference (
+ id SERIAL,
+ random_string VARCHAR(16) NOT NULL
+);
+
+COPY 25000 RECORDS INTO "sys"."test_reference" FROM stdin USING DELIMITERS ';','\n';
+
+0;vcunt
+1;atrxvvhvg
+2;mzeac
+3;qgme
+4;hgr
+5;aajogajmcmi
+6;grpnwn
+7;mzcbptnkdzhs
+8;kmz
+9;hfcpinqqw
+10;dktrqxqmoiioo
+11;yciljoi
+12;ofsyzukyyo
+13;nqczkizfpvequp
+14;lwyoatwt
+15;klnpmvhk
+16;eniafvwjq
+17;lnxbpbtrldffqtl
+18;fpfpc
+19;tsezfflmvelca
+20;qssaaqpwoxrirg
+21;ahybxhpmzirf
+22;pnhpkut
+23;sovogkygri
+24;xwefxmsd
+25;hhmijvfwhf
+26;jyxf
+27;nxhimmrytnrf
+28;ooyqltdebpwqtwg
+29;nghhsldw
+30;ndxdagcwkvepnix
+31;ebhtsdimeva
+32;yfkudzphbghbt
+33;dbfehm
+34;tpglitkjycle
+35;kyig
+36;jmwiut
+37;vbdbubyvyylp
+38;jyalqarzmjxdxh
+39;tqyphlz
+40;xhslmjp
+41;izcndkv
+42;qtwfhpqugjw
+43;okxcucqu
+44;bxxoicjmpza
+45;gtzyihgjx
+46;nnqvek
+47;flfdbnlf
+48;sdjdxcph
+49;gxmhnbjxnbytsj
+50;lscqdyvhwfle
+51;igh
+52;azg
+53;cbjdafmq
+54;seqopirsjv
+55;btwz
+56;utaa
+57;jha
+58;pxuuqpb
+59;blkn
+60;zipworjtdfah
+61;zwejicklupfuq
+62;acsahemzroik
+63;mhudi
+64;tkuapxwiutbslpj
+65;vqseyglamjsixa
+66;lswfebvfzu
+67;wcnpqmya
+68;sduefwa
+69;fsw
+70;bwgyjijn
+71;wjcgzlsppzqne
+72;orhuljretpgnpdy
+73;httlaijskx
+74;wzcdrtdbtc
+75;tbpvt
+76;xkzkz
+77;echhxqbivgexu
+78;uxtdhxxgil
+79;gfo
+80;rqnrl
+81;uewsjerxv
+82;dtcqnhpn
+83;kpqyqvowyiytnhs
+84;ldjrod
+85;hptmujlpqjgfp
+86;exnio
+87;mozg
+88;rswliqsdtocvm
+89;sero
+90;hlzikuhn
+91;aftjhreum
+92;tsdmotudpopbql
+93;mnc
+94;epyyfetjpzzrgy
+95;svywqqxlyhcfju
+96;vmimcmmcncsjlp
+97;opaaxoffexxvv
+98;phbbifbqdf
+99;rtfsjldxgpfyws
+100;wujiwwttv
+101;ikaxcfktrrm
+102;tcaqwjvu
+103;bwuazqtndhwbzxs
+104;mus
+105;ugwc
+106;syfrmjrtrvjaq
+107;aulxsydpze
+108;lqwateju
+109;zxywqtrzcya
+110;svdcdsxpg
+111;jihklnhhsojz
+112;xhsbgwez
+113;ilsarwdcr
+114;lujt
+115;gtuctrt
+116;rnhky
+117;sryip
+118;sigkelpkuwrw
+119;oggqwag
+120;bezaljqjfyixd
+121;lqxmbpiza
+122;czszsm
+123;evxxefxcexbqxw
+124;goluegputwp
+125;iarywp
+126;tjgmxlyophyhhb
+127;raybm
+128;xjfqwmaw
+129;ouxzcuqxxioso
+130;jhuwejbgfr
+131;kiqideaguxsrl
+132;nrm
+133;oeqt
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diff --git a/table_definitions/test_database.json b/table_definitions/test_database.json
new file mode 100644
index 0000000..6cbccda
--- /dev/null
+++ b/table_definitions/test_database.json
@@ -0,0 +1,12 @@
+{
+ "pairing_description": "Tabela de turmas",
+ "data_source": "Microdados do Censo Escolar/INEP (arquivo Turmas)",
+ "pk": ["id"],
+ "foreign_keys": [
+ {
+ "keys": ["id"],
+ "reference_columns": ["id"],
+ "reference_table": "test_reference"
+ }
+ ]
+}
diff --git a/tests/database_test.py b/tests/database_test.py
new file mode 100755
index 0000000..dbca956
--- /dev/null
+++ b/tests/database_test.py
@@ -0,0 +1,160 @@
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
+
+'''This module is used when various changes are made to the database and it is needed to test the main actions
+Execute it using 'python -m tests.database_test test_all' to ensure correct functionality'''
+import sys
+from manage import Manager
+import settings
+import database.actions
+import os
+from sqlalchemy import create_engine, MetaData, select, Table
+import logging
+import pandas as pd
+
+ENGINE = create_engine(settings.DATABASE_URI, echo=settings.ECHO)
+META = MetaData(bind=ENGINE)
+
+sqlalchemy_logger = logging.getLogger('sqlalchemy.engine')
+sqlalchemy_logger.setLevel(logging.ERROR)
+
+table_test = 'test_database'
+csvpath = os.path.join(os.getcwd(), 'tests/database_test_data', 'test_database_data.csv')
+
+class VerificationFailed(Exception):
+ '''Raised when the verification fails, automatically drops the test table'''
+ def __init__(self, *args):
+ database.actions.drop("test_database")
+
+
+def compare_columns(table, verify_csv, error_string):
+ with ENGINE.connect():
+ verify_columns_df = pd.read_csv(os.path.join(settings.MAPPING_PROTOCOLS_FOLDER, verify_csv),
+ sep=',', usecols=[4, 5], names=['name', 'type'], header=0)
+ verify_columns_name = verify_columns_df['name'].tolist()
+ verify_columns_type = ['INTEGER' if (v_type == 'INT') else v_type
+ for v_type in verify_columns_df['type'].tolist()]
+ for c in table.columns:
+ if c.name not in verify_columns_name:
+ raise VerificationFailed('Something went wrong, please rerun in debug mode.', error_string,
+ c.name, 'not in verify table')
+ else:
+ if str(c.type) != verify_columns_type[verify_columns_name.index(c.name)]:
+ raise VerificationFailed('Something went wrong, please rerun in debug mode.' + error_string,
+ c.name, 'has a diferent type in verify table',
+ str(c.type), verify_columns_df[verify_columns_df['name'] == c.name]['type'])
+ print(c.name, c.type)
+
+def test_creation():
+ if not ENGINE.dialect.has_table(ENGINE, 'test_reference'):
+ database.actions.execute_sql_script('test_reference.sql')
+ database.actions.create(table_test)
+ print("Executing fetchall query:")
+ with ENGINE.connect() as connection:
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ sel = select([table])
+ result = connection.execute(sel)
+ content = result.fetchall()
+ if not content:
+ print("Success! table created and is empty")
+ print(content)
+ print('Columns of', table_test, ':')
+ compare_columns(table, 'test_database.csv', 'CREATION VERIFICATION FAILED')
+ print('\nCREATION SUCCESS!\n\n')
+ else:
+ print("Something went wrong. Please rerun in DEBUG mod. CREATION FAILED")
+
+def test_insert():
+ print('Testing insert of data', csvpath)
+ database.actions.insert(csvpath, table_test, '2018', delimiters=[',', '\\n', '"'], null='')
+ print("Executing fetchall query:")
+ with ENGINE.connect() as connection:
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ sel = select([table]).order_by(table.c.id)
+ result = connection.execute(sel)
+ content = result.fetchall()
+ if content:
+ print('Initializing data verification:\n')
+ verify_table = pd.read_csv('./tests/database_test_data/verify_data_insert.csv', sep='|')
+ verify_content = list(verify_table.itertuples(index=False, name=None))
+ if verify_content == content:
+ print('INSERTION SUCCESS!\n\n')
+ else:
+ raise VerificationFailed('Something went wrong, Verification failed during insert')
+ else:
+ raise VerificationFailed("Something went wrong. Please rerun in DEBUG mod. INSERTION FAILED")
+
+def test_remap_without_changes():
+ print('Testing a remap without changes:')
+
+ database.actions.remap(table_test)
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ compare_columns(table, 'test_database.csv', 'REMAP WITHOUT CHANGES FAILED.')
+ print('REMAP WITHOUT CHANGES SUCCESS!\n\n')
+
+def test_remap_with_all_changes():
+ print('\nTesting a remap with all possible changes:')
+
+ protocol_path = os.path.join(settings.MAPPING_PROTOCOLS_FOLDER, table_test + '.csv')
+ mapping_df = pd.read_csv(protocol_path, index_col=0)
+ mapping_df_original = mapping_df # saves a copy of the original protocol to be restored later
+ mapping_df = mapping_df.drop('CODTIPO') # remove tipo_id
+ mapping_df.loc['RDREF'] = ['', 'Texto aleatório da test_reference', 0, 'random_string', 'VARCHAR(16)',
+ '~test_reference.random_string']
+ mapping_df.at['ESPCD', 'Nome Banco'] = 'esp_id' # rename massa_id to esp_id
+ mapping_df.to_csv(protocol_path)
+ for _ in range(100):
+ pass
+ try:
+ database.actions.remap(table_test)
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ compare_columns(table, 'test_database.csv', 'REMAP WITH ALL POSSIBLE CHANGES FAILED.')
+ finally:
+ mapping_df_original.to_csv(protocol_path)
+ print('REMAP WITH ALL POSSIBLE CHANGES CHANGES SUCCESS!\n\n')
+
+def test_drop():
+ print("Dropping table", table_test)
+ database.actions.drop(table_test)
+
+ with ENGINE.connect():
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ if not table.exists(bind=None):
+ print('TABLE DROP SUCCESS!')
+ else:
+ print("Something went wrong. Please rerun in DEBUG mod. DROP FAILED")
+
+
+manager = Manager()
+@manager.command()
+def test_all():
+ test_creation()
+ test_insert()
+ test_remap_without_changes()
+ os.execl(sys.executable, 'python', '-m', 'tests.database_test', 'remap_all')
+
+@manager.command()
+def remap_all():
+ test_remap_with_all_changes()
+ test_drop()
+
+
+if __name__ == "__main__":
+ manager.main()
diff --git a/tests/database_test_data/test_database_data.csv b/tests/database_test_data/test_database_data.csv
new file mode 100644
index 0000000..a53cdc1
--- /dev/null
+++ b/tests/database_test_data/test_database_data.csv
@@ -0,0 +1,1059 @@
+ano,objectid_1,objectid,nooriginal,dedominial,detipomass,esp_cd
+2018,1,2,Represa do Descoberto,Federal,Artificial,8255
+2018,2,14,UHE Rosana,Federal,Artificial,8107
+2018,3,23,UHE Canoas II,Federal,Artificial,22900
+2018,4,27,UHE Salto Osório,Federal,Artificial,7673
+2018,5,39,Represa Santa Maria,Federal,Artificial,3946
+2018,6,67,Lagoa São João,Federal,Natural,11871
+2018,7,70,UHE Salto Grande,Federal,Artificial,8053
+2018,8,80,Represa HercÃlio Nardi e Albino Perin,Federal,Artificial,3912
+2018,9,157,UHE Ourinhos,Federal,Artificial,23122
+2018,10,159,UHE Paranapanema,Federal,Artificial,23088
+2018,11,173,UHE Canoas I,Federal,Artificial,23036
+2018,12,175,UHE Porto Colômbia,Federal,Artificial,8276
+2018,13,207,UHE Americana,Federal,Artificial,3494
+2018,14,247,UHE Governador Bento Munhoz da Rocha Neto,Federal,Artificial,7659
+2018,15,248,Lagoa do Sossego,Federal,Natural,11727
+2018,16,251, ,Federal,Artificial,4083
+2018,17,258,UHE Furnas,Federal,Artificial,3460
+2018,18,260,UHE Governador José Richa,Federal,Artificial,7674
+2018,19,264,UHE Emborcação,Federal,Artificial,21665
+2018,20,266,UHE Salto Santiago,Federal,Artificial,7664
+2018,21,288,UHE Batalha,Federal,Artificial,23060
+2018,22,309,Represa Agriter I,Federal,Artificial,3921
+2018,23,321, ,Federal,Natural,11868
+2018,24,328,UHE Corumbá I,Federal,Artificial,8240
+2018,25,329,UHE Itumbiara,Federal,Artificial,8228
+2018,26,339,UHE Caconde,Federal,Artificial,3434
+2018,27,351,UHE Marechal Mascarenhas de Moraes,Federal,Artificial,3529
+2018,28,355,UHE São Simão,Federal,Artificial,8293
+2018,29,366,UHE Porto Primavera,Federal,Artificial,7773
+2018,30,414,UHE Marimbondo,Federal,Artificial,8042
+2018,31,419,UHE Ãgua Vermelha,Federal,Artificial,8292
+2018,32,433,UHE Chavantes,Federal,Artificial,7994
+2018,33,437,UHE Serra do Facão,Federal,Artificial,23059
+2018,34,450,UHE Governador Ney Aminthas de Barros Braga,Federal,Artificial,7337
+2018,35,458,UHE Jurumirim,Federal,Artificial,8217
+2018,36,464,UHE Camargos,Federal,Artificial,3578
+2018,37,468,UHE Capivara,Federal,Artificial,8074
+2018,38,480,UHE Ilha Solteira,Federal,Artificial,8242
+2018,39,487,UHE Itutinga,Federal,Artificial,3595
+2018,40,489,UHE Cachoeira Dourada,Federal,Artificial,8398
+2018,41,490,Represa Fazenda Pamplona,Federal,Artificial,3922
+2018,42,495,UHE Jupiá,Federal,Artificial,8124
+2018,43,507,UHE Paranoá,Federal,Artificial,3945
+2018,44,528,UHE Jaguara,Federal,Artificial,3793
+2018,45,547,UHE Funil,Federal,Artificial,3581
+2018,46,549,UHE Volta Grande,Federal,Artificial,21663
+2018,47,596,Barragem Fazenda Poço Claro ou Lamerão,Federal,Artificial,3934
+2018,48,610,Barragem na Ãrea A Módulo 12 do PADF,Federal,Artificial,23126
+2018,49,645,UHE Taquaruçu,Federal,Artificial,8106
+2018,50,719,UHE Estreito,Federal,Artificial,3792
+2018,51,725,UHE Euclides da Cunha,Federal,Artificial,3522
+2018,52,733,Represa no Ribeirão das Antas,Federal,Artificial,3551
+2018,53,741,UHE Piraju,Federal,Artificial,7990
+2018,54,764,UHE Limoeiro,Federal,Artificial,3523
+2018,55,807,UHE Igarapava,Federal,Artificial,23037
+2018,56,855,UHE Itaipu,Federal,Artificial,11735
+2018,57,970,UHE Rolador,Federal,Artificial,23114
+2018,58,982,Barragem Rio Cachoeira,Federal,Artificial,3549
+2018,59,1039,UHE Eloy Chaves,Federal,Artificial,23113
+2018,60,1047,Represa Usina de Atibaia,Federal,Artificial,3545
+2018,61,1048,PCH Padre Carlos,Federal,Artificial,23117
+2018,62,1077,PCH Retiro Velho,Federal,Artificial,23052
+2018,63,1096, ,Federal,Natural,11742
+2018,64,1117,Barragem no Ribeirão Samambaia,Federal,Artificial,3938
+2018,65,1128,CGH São José,Federal,Artificial,3449
+2018,66,1208, ,Federal,Natural,8263
+2018,67,1252,Lagoa dos Padres,Federal,Natural,11726
+2018,68,1355,Lagoa do Jacaré,Federal,Natural,11872
+2018,69,1491,Lagoa Jatobá,Federal,Natural,11869
+2018,70,1767,PCH Planalto,Federal,Artificial,23053
+2018,71,1782,Represa Agriter II,Federal,Artificial,3913
+2018,72,1824, ,Federal,Natural,3588
+2018,73,1834,Barragem Rio JacareÃ-Jaguari,Federal,Artificial,3458
+2018,74,1839,UHE Jaguari,Federal,Artificial,23115
+2018,75,1945, ,Estadual,Artificial,7894
+2018,76,2382,PCH Antas I,Federal,Artificial,23129
+2018,77,2447,Lagoa Azul,Federal,Natural,11743
+2018,78,2461, ,Estadual,Natural,7715
+2018,79,2531, ,Estadual,Artificial,3937
+2018,80,2544, ,Estadual,Artificial,8205
+2018,81,2571,CGH Bortolan,Federal,Artificial,3524
+2018,82,2578,Lagoa Xambré,Federal,Natural,11870
+2018,83,2581, ,Estadual,Artificial,3935
+2018,84,2593,Reservatório Penha,Estadual,Artificial,3534
+2018,85,2618,PCH Mogi-Guaçu,Federal,Artificial,3436
+2018,86,2668,Barragem Fazenda São Jacó,Federal,Artificial,3939
+2018,87,2761,Lagoa Saraiva,Federal,Natural,11866
+2018,88,2792, ,Estadual,Natural,7734
+2018,89,2793,Lagoa do Chato,Estadual,Natural,8359
+2018,90,2796, ,Estadual,Natural,8235
+2018,91,2804, ,Estadual,Natural,7901
+2018,92,2815, ,Estadual,Natural,7961
+2018,93,2826, ,Estadual,Natural,8080
+2018,94,2831, ,Estadual,Natural,8273
+2018,95,2862, ,Estadual,Natural,8266
+2018,96,2869,Lagoa Segunda,Estadual,Natural,8155
+2018,97,2908, ,Estadual,Artificial,8483
+2018,98,2921,Lago Rio Tietê,Estadual,Natural,3440
+2018,99,2924,Lagoa do Tabuão,Estadual,Natural,3433
+2018,100,2933, ,Estadual,Natural,8186
+2018,101,2957, ,Estadual,Natural,8114
+2018,102,2976,Lagoa Limpa,Estadual,Natural,8038
+2018,103,2985, ,Estadual,Natural,7784
+2018,104,2995, ,Estadual,Artificial,8181
+2018,105,3008, ,Estadual,Artificial,8143
+2018,106,3023, ,Estadual,Natural,7732
+2018,107,3046, ,Estadual,Natural,7820
+2018,108,3075, ,Estadual,Natural,8103
+2018,109,3102,PCH Bom Jardim,Estadual,Artificial,8279
+2018,110,3118, ,Estadual,Natural,7739
+2018,111,3125, ,Estadual,Natural,7838
+2018,112,3155, ,Estadual,Artificial,3891
+2018,113,3157, ,Estadual,Natural,3552
+2018,114,3161, ,Estadual,Natural,8136
+2018,115,3167, ,Estadual,Natural,3929
+2018,116,3202, ,Estadual,Natural,8174
+2018,117,3209, ,Estadual,Natural,7788
+2018,118,3248, ,Estadual,Natural,7798
+2018,119,3250, ,Estadual,Artificial,8340
+2018,120,3275, ,Estadual,Natural,11755
+2018,121,3289,Lago Rio Tietê,Estadual,Natural,3441
+2018,122,3311, ,Estadual,Natural,8264
+2018,123,3383,Lago Maracá,Estadual,Natural,8025
+2018,124,3386, ,Estadual,Natural,7833
+2018,125,3408, ,Estadual,Artificial,3888
+2018,126,3412, ,Estadual,Natural,7872
+2018,127,3461, ,Estadual,Artificial,7979
+2018,128,3465,Lagoa Bonita,Estadual,Natural,3949
+2018,129,3469, ,Estadual,Natural,8215
+2018,130,3475, ,Estadual,Artificial,8396
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+2018,133,3537, ,Estadual,Natural,8078
+2018,134,3568, ,Estadual,Artificial,7991
+2018,135,3596, ,Estadual,Artificial,8140
+2018,136,3629, ,Estadual,Natural,3487
+2018,137,3631, ,Estadual,Natural,8204
+2018,138,3644,Lago Rio Tietê,Estadual,Natural,3443
+2018,139,3669, ,Estadual,Natural,7678
+2018,140,3688, ,Estadual,Natural,7697
+2018,141,3696, ,Estadual,Artificial,8043
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+2018,145,3780, ,Estadual,Natural,8060
+2018,146,3801, ,Estadual,Natural,11788
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+2018,152,3873,Barragem Guariroba,Estadual,Artificial,11799
+2018,153,3905,Represa de José Jorge,Estadual,Artificial,8054
+2018,154,3913,Represa Ribeirão do Alegre,Estadual,Artificial,8055
+2018,155,3921,Represa Usina SeverÃnia,Estadual,Artificial,8039
+2018,156,3927, ,Estadual,Natural,8032
+2018,157,3950,Lagoa do Grilo,Estadual,Natural,8303
+2018,158,4007,Represa Usina Colombo,Estadual,Artificial,8010
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+2018,164,4053,Barragem Rio Harmonia,Estadual,Artificial,8047
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+2018,166,4129,Represa Três Barras,Estadual,Artificial,8051
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+2018,168,4155,Represa Usina Nardini,Estadual,Artificial,8009
+2018,169,4160, ,Estadual,Natural,7698
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+2018,172,4204,Lagoa do Jacaré,Estadual,Natural,8360
+2018,173,4209, ,Estadual,Natural,11781
+2018,174,4220, ,Estadual,Natural,7844
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+2018,179,4288,Lagoa Bambu,Estadual,Natural,7843
+2018,180,4301, ,Estadual,Artificial,3798
+2018,181,4310, ,Estadual,Artificial,8000
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+2018,183,4325, ,Estadual,Natural,7740
+2018,184,4333,Lagoa do Quilim,Estadual,Natural,7824
+2018,185,4340, ,Estadual,Artificial,7884
+2018,186,4350, ,Estadual,Natural,7921
+2018,187,4360, ,Estadual,Natural,3788
+2018,188,4371, ,Estadual,Natural,7873
+2018,189,4403,Lagoa da Cana,Estadual,Artificial,8023
+2018,190,4411, ,Estadual,Natural,7855
+2018,191,4427, ,Estadual,Natural,7868
+2018,192,4428, ,Estadual,Natural,11798
+2018,193,4437, ,Estadual,Natural,3582
+2018,194,4454, ,Estadual,Natural,7848
+2018,195,4472, ,Estadual,Natural,8164
+2018,196,4476, ,Estadual,Artificial,7989
+2018,197,4487, ,Estadual,Natural,7751
+2018,198,4510, ,Estadual,Artificial,7981
+2018,199,4578, ,Estadual,Natural,7748
+2018,200,4579, ,Estadual,Natural,7691
+2018,201,4616, ,Estadual,Natural,7749
+2018,202,4650, ,Estadual,Natural,7747
+2018,203,4680, ,Estadual,Natural,7745
+2018,204,4725,Lagoa Escondida,Estadual,Natural,8363
+2018,205,4751,Lagoa da Brejaúba,Estadual,Natural,8223
+2018,206,4760, ,Estadual,Natural,7736
+2018,207,4778, ,Estadual,Natural,8502
+2018,208,4787, ,Estadual,Natural,3585
+2018,209,4833, ,Estadual,Natural,3576
+2018,210,4843, ,Estadual,Natural,7701
+2018,211,4865, ,Estadual,Artificial,8157
+2018,212,4886, ,Estadual,Natural,7864
+2018,213,4891, ,Estadual,Natural,7771
+2018,214,4903,Represa Rio Iratim,Estadual,Artificial,7631
+2018,215,4918, ,Estadual,Natural,7861
+2018,216,4921, ,Estadual,Natural,7772
+2018,217,4931, ,Estadual,Natural,8036
+2018,218,4942, ,Estadual,Natural,7744
+2018,219,4946, ,Estadual,Natural,7719
+2018,220,4950,Lagoa do Canto,Estadual,Natural,8230
+2018,221,4966, ,Estadual,Artificial,7645
+2018,222,4982, ,Estadual,Natural,11779
+2018,223,4985, ,Estadual,Natural,7762
+2018,224,4997,Lagoa dos Peixes,Estadual,Natural,3475
+2018,225,5012, ,Estadual,Natural,8145
+2018,226,5060, ,Estadual,Natural,7746
+2018,227,5167, ,Estadual,Natural,7680
+2018,228,5179, ,Estadual,Artificial,3797
+2018,229,5194, ,Estadual,Natural,7787
+2018,230,5200, ,Estadual,Natural,7702
+2018,231,5211, ,Estadual,Natural,7856
+2018,232,5219, ,Estadual,Natural,7830
+2018,233,5222, ,Estadual,Natural,7845
+2018,234,5225, ,Estadual,Natural,7962
+2018,235,5264, ,Estadual,Natural,8142
+2018,236,5283, ,Estadual,Natural,8171
+2018,237,5290,Lagoa de São Lourenço,Estadual,Natural,8289
+2018,238,5341, ,Estadual,Natural,7822
+2018,239,5355, ,Estadual,Natural,8394
+2018,240,5395, ,Estadual,Natural,8068
+2018,241,5411, ,Estadual,Natural,7766
+2018,242,5422, ,Estadual,Artificial,3917
+2018,243,5430, ,Estadual,Natural,8356
+2018,244,5458, ,Estadual,Natural,7918
+2018,245,5490, ,Estadual,Natural,11795
+2018,246,5505, ,Estadual,Natural,3514
+2018,247,5535, ,Estadual,Natural,7920
+2018,248,5567, ,Estadual,Natural,7764
+2018,249,5568, ,Estadual,Natural,8272
+2018,250,5572, ,Estadual,Natural,8163
+2018,251,5576, ,Estadual,Natural,3513
+2018,252,5590, ,Estadual,Natural,7804
+2018,253,5672, ,Estadual,Natural,7879
+2018,254,5675, ,Estadual,Natural,8294
+2018,255,5682, ,Estadual,Natural,7954
+2018,256,5694, ,Estadual,Natural,8188
+2018,257,5759, ,Estadual,Natural,7952
+2018,258,5774, ,Estadual,Natural,8104
+2018,259,5842,Lagoa Feia,Estadual,Natural,8274
+2018,260,5861, ,Estadual,Natural,3479
+2018,261,5876,Lagoa Seca,Estadual,Natural,8048
+2018,262,5943, ,Estadual,Natural,7818
+2018,263,6011, ,Estadual,Natural,11839
+2018,264,6020, ,Estadual,Natural,8134
+2018,265,6080, ,Estadual,Natural,3789
+2018,266,6146,Lagoa da Chapada,Estadual,Natural,8336
+2018,267,6218, ,Estadual,Natural,8501
+2018,268,6245, ,Estadual,Natural,8059
+2018,269,6264, ,Estadual,Natural,8297
+2018,270,6289, ,Estadual,Natural,7869
+2018,271,6292, ,Estadual,Natural,7875
+2018,272,6296, ,Estadual,Natural,8081
+2018,273,6327, ,Estadual,Natural,11774
+2018,274,6332, ,Estadual,Natural,8151
+2018,275,6406,Lagoa do Peroba,Estadual,Natural,8187
+2018,276,6437, ,Estadual,Natural,11791
+2018,277,6438, ,Estadual,Natural,7714
+2018,278,6451, ,Estadual,Natural,8182
+2018,279,6460, ,Estadual,Natural,7676
+2018,280,6527, ,Estadual,Natural,8090
+2018,281,6534, ,Estadual,Artificial,3550
+2018,282,6543, ,Estadual,Natural,7731
+2018,283,6552, ,Estadual,Natural,11862
+2018,284,6595, ,Estadual,Natural,7756
+2018,285,6597, ,Estadual,Natural,7765
+2018,286,6605, ,Estadual,Natural,7971
+2018,287,6637,Lagoa Ouro Verde,Estadual,Natural,8102
+2018,288,6673, ,Estadual,Natural,7763
+2018,289,6721, ,Estadual,Natural,11756
+2018,290,6743, ,Estadual,Natural,8135
+2018,291,6771, ,Estadual,Natural,3991
+2018,292,6774, ,Estadual,Natural,7693
+2018,293,6784, ,Estadual,Natural,8092
+2018,294,6802, ,Estadual,Natural,8191
+2018,295,6816, ,Estadual,Natural,7726
+2018,296,6817, ,Estadual,Natural,7654
+2018,297,6821,Lagoa Grande,Estadual,Natural,11731
+2018,298,6840, ,Estadual,Natural,11748
+2018,299,6844, ,Estadual,Natural,11747
+2018,300,6850, ,Estadual,Artificial,4032
+2018,301,6856,Lagoa do Varjão,Estadual,Natural,8232
+2018,302,6859,UHE Barra,Estadual,Artificial,7662
+2018,303,6863,Lagoa do Jaburu,Estadual,Natural,3942
+2018,304,6987, ,Estadual,Natural,7811
+2018,305,6989, ,Estadual,Natural,11746
+2018,306,6991, ,Estadual,Natural,7854
+2018,307,7014, ,Estadual,Natural,7733
+2018,308,7015, ,Estadual,Natural,7761
+2018,309,7053, ,Estadual,Natural,8224
+2018,310,7057, ,Estadual,Natural,22799
+2018,311,7068, ,Estadual,Natural,11773
+2018,312,7082, ,Estadual,Natural,7716
+2018,313,7119, ,Estadual,Natural,7878
+2018,314,7122, ,Estadual,Natural,7852
+2018,315,7123, ,Estadual,Natural,3784
+2018,316,7127, ,Estadual,Natural,8122
+2018,317,7141, ,Estadual,Natural,7706
+2018,318,7195, ,Estadual,Natural,8185
+2018,319,7220, ,Estadual,Natural,7836
+2018,320,7221, ,Estadual,Natural,7760
+2018,321,7232, ,Estadual,Natural,7837
+2018,322,7246, ,Estadual,Natural,7791
+2018,323,7259, ,Estadual,Natural,8226
+2018,324,7295, ,Estadual,Natural,8311
+2018,325,7319,Lagoa Linda,Estadual,Natural,8165
+2018,326,7343,Lagoa do Mato,Estadual,Natural,8333
+2018,327,7348, ,Estadual,Natural,7792
+2018,328,7381, ,Estadual,Natural,8105
+2018,329,7405,Represa Golfe Campo Alto,Estadual,Artificial,3504
+2018,330,7420, ,Estadual,Natural,11752
+2018,331,7449, ,Estadual,Natural,7951
+2018,332,7500, ,Estadual,Natural,7793
+2018,333,7523, ,Estadual,Artificial,7968
+2018,334,7537,Lagoa da Anta,Estadual,Natural,8318
+2018,335,7572, ,Estadual,Natural,8198
+2018,336,7581,Represa Rio IraÃ,Estadual,Artificial,7681
+2018,337,7591, ,Estadual,Artificial,3510
+2018,338,7624,Lagoa do Jambo,Estadual,Natural,8300
+2018,339,7643, ,Estadual,Natural,7956
+2018,340,7654, ,Estadual,Natural,8167
+2018,341,7662, ,Estadual,Artificial,8253
+2018,342,7690, ,Estadual,Natural,11796
+2018,343,7709, ,Estadual,Natural,7876
+2018,344,7768, ,Estadual,Artificial,22801
+2018,345,7783,Represa Bom Sucesso,Estadual,Artificial,8503
+2018,346,7910, ,Estadual,Natural,7874
+2018,347,7925, ,Estadual,Natural,7825
+2018,348,7936, ,Estadual,Artificial,8084
+2018,349,8002, ,Estadual,Artificial,8088
+2018,350,8081,Lagoa Escura,Estadual,Artificial,8041
+2018,351,8115, ,Estadual,Natural,11783
+2018,352,8145,Lagoa Pó de Mico,Estadual,Natural,8241
+2018,353,8184, ,Estadual,Natural,3880
+2018,354,8187, ,Estadual,Artificial,8094
+2018,355,8195, ,Estadual,Natural,7863
+2018,356,8199,Lagoa do Caracol,Estadual,Natural,8222
+2018,357,8203, ,Estadual,Artificial,8113
+2018,358,8250, ,Estadual,Natural,11790
+2018,359,8304, ,Estadual,Artificial,8015
+2018,360,8355,Lagoa do Mato,Estadual,Natural,8338
+2018,361,8363, ,Estadual,Natural,8218
+2018,362,8374, ,Estadual,Natural,7786
+2018,363,8388, ,Estadual,Natural,7950
+2018,364,8397, ,Estadual,Natural,3781
+2018,365,8519,Lagoa do Curral,Estadual,Natural,22805
+2018,366,8567,Represa LDC Bioenergia,Estadual,Natural,3437
+2018,367,8568, ,Estadual,Artificial,23066
+2018,368,8642, ,Estadual,Natural,8184
+2018,369,8648, ,Estadual,Natural,8076
+2018,370,8695, ,Estadual,Natural,8031
+2018,371,8711, ,Estadual,Natural,7797
+2018,372,8716, ,Estadual,Natural,11760
+2018,373,8775, ,Estadual,Natural,7717
+2018,374,8790, ,Estadual,Artificial,4116
+2018,375,8830, ,Estadual,Natural,7692
+2018,376,8860, ,Estadual,Natural,7823
+2018,377,8876, ,Estadual,Natural,3675
+2018,378,8949, ,Estadual,Natural,3673
+2018,379,9020, ,Estadual,Natural,8110
+2018,380,9090,Barragem Ponte Nova,Estadual,Artificial,3563
+2018,381,9098, ,Estadual,Natural,3785
+2018,382,9104,Barragem Rio Santo Anastácio,Estadual,Artificial,8073
+2018,383,9146,Lagoinha,Estadual,Natural,8220
+2018,384,9173, ,Estadual,Natural,7758
+2018,385,9177, ,Estadual,Natural,8077
+2018,386,9201, ,Estadual,Natural,7974
+2018,387,9236, ,Estadual,Natural,8146
+2018,388,9262, ,Estadual,Natural,7695
+2018,389,9263, ,Estadual,Natural,7741
+2018,390,9270, ,Estadual,Artificial,8061
+2018,391,9328,Represa Balneário de Rancharia,Estadual,Artificial,8070
+2018,392,9331, ,Estadual,Natural,7675
+2018,393,9334, ,Estadual,Natural,7753
+2018,394,9365, ,Estadual,Natural,11744
+2018,395,9372, ,Estadual,Natural,7805
+2018,396,9398, ,Estadual,Natural,7907
+2018,397,9474, ,Estadual,Natural,11750
+2018,398,9486,Represa Usina Nova América,Estadual,Artificial,8050
+2018,399,9498,Lagoa de Ouro,Estadual,Natural,11766
+2018,400,9522, ,Estadual,Natural,11793
+2018,401,9584, ,Estadual,Natural,3778
+2018,402,9585, ,Estadual,Artificial,8083
+2018,403,9616, ,Estadual,Natural,11749
+2018,404,9656,Lagoa da Boa Vista,Estadual,Natural,3512
+2018,405,9658, ,Estadual,Natural,7892
+2018,406,9709,Lagoa Francisco Schmidt,Estadual,Natural,7938
+2018,407,9735, ,Estadual,Natural,7934
+2018,408,9759,Lagoa do Pintado,Estadual,Natural,8139
+2018,409,9789, ,Estadual,Artificial,7899
+2018,410,9812, ,Estadual,Natural,7688
+2018,411,9817, ,Estadual,Natural,7728
+2018,412,9837, ,Estadual,Natural,7729
+2018,413,9893, ,Estadual,Natural,7867
+2018,414,9908, ,Estadual,Natural,7713
+2018,415,9948, ,Estadual,Natural,7689
+2018,416,9973, ,Estadual,Natural,7752
+2018,417,9980,Represa Pilão d'Ãgua,Estadual,Artificial,7887
+2018,418,10009,Lagoa Formosa,Estadual,Natural,22806
+2018,419,10019, ,Estadual,Natural,7862
+2018,420,10114, ,Estadual,Natural,11765
+2018,421,10122,Lagoa Feia,Estadual,Natural,8393
+2018,422,10155, ,Estadual,Natural,7720
+2018,423,10182, ,Estadual,Natural,7998
+2018,424,10183, ,Estadual,Natural,8307
+2018,425,10216, ,Estadual,Natural,7721
+2018,426,10228, ,Estadual,Natural,11838
+2018,427,10256, ,Estadual,Natural,8225
+2018,428,10287, ,Estadual,Natural,8097
+2018,429,10324, ,Estadual,Natural,8117
+2018,430,10326, ,Estadual,Natural,8128
+2018,431,10386, ,Estadual,Natural,8132
+2018,432,10391, ,Estadual,Natural,8069
+2018,433,10403,UHE Espora,Estadual,Artificial,23051
+2018,434,10447,Represa Usina São Carlos,Estadual,Artificial,7943
+2018,435,10460, ,Estadual,Natural,8130
+2018,436,10469, ,Estadual,Natural,7789
+2018,437,10489,UHE Miranda,Estadual,Artificial,21664
+2018,438,10494,Lagoa Bebedouro,Estadual,Artificial,3986
+2018,439,10519, ,Estadual,Artificial,8098
+2018,440,10522, ,Estadual,Natural,7795
+2018,441,10524, ,Estadual,Natural,8180
+2018,442,10530, ,Estadual,Natural,7725
+2018,443,10535, ,Estadual,Natural,8282
+2018,444,10536,Lagoa Rasa,Estadual,Natural,8301
+2018,445,10546,Lagoa do Rodrigo,Estadual,Natural,8150
+2018,446,10585,Lago dos Patos,Estadual,Natural,8189
+2018,447,10590, ,Estadual,Natural,8281
+2018,448,10595,Lagoa da Olaria,Estadual,Natural,8221
+2018,449,10607, ,Estadual,Natural,8298
+2018,450,10612, ,Estadual,Natural,7865
+2018,451,10613, ,Estadual,Natural,7866
+2018,452,10614, ,Estadual,Natural,7963
+2018,453,10620, ,Estadual,Natural,11761
+2018,454,10623, ,Estadual,Natural,8207
+2018,455,10628, ,Estadual,Natural,7782
+2018,456,10642,Córrego Lafon,Estadual,Natural,8089
+2018,457,10675, ,Estadual,Natural,7704
+2018,458,10698,Lagoa Segunda,Estadual,Natural,8161
+2018,459,10713, ,Estadual,Natural,8162
+2018,460,10715,Lagoa Bonita,Estadual,Natural,8317
+2018,461,10735, ,Estadual,Natural,7860
+2018,462,10736, ,Estadual,Natural,7882
+2018,463,10752,UHE Corumbá III,Estadual,Artificial,23069
+2018,464,10760, ,Estadual,Natural,8357
+2018,465,10781, ,Estadual,Artificial,8395
+2018,466,10789,Lagoa Bonita,Estadual,Natural,11728
+2018,467,10790, ,Estadual,Natural,8206
+2018,468,10839, ,Estadual,Natural,8141
+2018,469,10840, ,Estadual,Natural,8057
+2018,470,10962, ,Estadual,Natural,7738
+2018,471,11003,Lagoa do Recanto,Estadual,Natural,8306
+2018,472,11055, ,Estadual,Natural,8012
+2018,473,11061,Lago Rio Tietê,Estadual,Natural,3442
+2018,474,11083, ,Estadual,Natural,7870
+2018,475,11112,Lagoa do Fundo,Estadual,Natural,8316
+2018,476,11145, ,Estadual,Natural,8116
+2018,477,11168, ,Estadual,Natural,7917
+2018,478,11254, ,Estadual,Natural,4113
+2018,479,11260,Barragem de Rejeito Mineração Catalão,Estadual,Artificial,8286
+2018,480,11286, ,Estadual,Natural,8131
+2018,481,11291, ,Estadual,Natural,8331
+2018,482,11296,Lagoa Caaporã,Estadual,Natural,7840
+2018,483,11307, ,Estadual,Natural,8337
+2018,484,11311, ,Estadual,Natural,8324
+2018,485,11313, ,Estadual,Natural,7742
+2018,486,11321,Lagoa do Marruco,Estadual,Natural,8308
+2018,487,11328,Lagoa Cabeceira do Mandengo,Estadual,Natural,8312
+2018,488,11340,Lagoa Limpa,Estadual,Natural,8358
+2018,489,11389, ,Estadual,Natural,8335
+2018,490,11390, ,Estadual,Natural,8365
+2018,491,11406,Lagoa do Rufino,Estadual,Natural,8231
+2018,492,11445,Lagoa da Estrada,Estadual,Natural,8390
+2018,493,11459,Represa São Lourenço,Estadual,Natural,7653
+2018,494,11471, ,Estadual,Natural,8313
+2018,495,11505, ,Estadual,Natural,11730
+2018,496,11517, ,Estadual,Natural,7755
+2018,497,11521, ,Estadual,Natural,8265
+2018,498,11525, ,Estadual,Natural,11787
+2018,499,11532, ,Estadual,Natural,8112
+2018,500,11545, ,Estadual,Natural,8154
+2018,501,11546,Lagoa Segunda,Estadual,Natural,8158
+2018,502,11585, ,Estadual,Natural,11784
+2018,503,11590, ,Estadual,Natural,7705
+2018,504,11593, ,Estadual,Natural,8175
+2018,505,11596, ,Estadual,Natural,7781
+2018,506,11615,Lagoa Bambu,Estadual,Natural,8153
+2018,507,11635, ,Estadual,Natural,8172
+2018,508,11645, ,Estadual,Natural,22963
+2018,509,11655, ,Estadual,Artificial,4071
+2018,510,11658, ,Estadual,Natural,8109
+2018,511,11659, ,Estadual,Natural,7768
+2018,512,11662,Lagoa do Potreiro,Estadual,Natural,8219
+2018,513,11671, ,Estadual,Natural,7730
+2018,514,11673, ,Estadual,Natural,8115
+2018,515,11742, ,Estadual,Natural,8108
+2018,516,11767, ,Estadual,Natural,3777
+2018,517,11783, ,Estadual,Natural,8030
+2018,518,11788, ,Estadual,Natural,8257
+2018,519,11815,Barragem CBMM,Estadual,Artificial,4109
+2018,520,11841, ,Estadual,Artificial,4111
+2018,521,11863, ,Estadual,Natural,7853
+2018,522,11875,UHE Nova Avanhandava,Estadual,Artificial,8063
+2018,523,11876, ,Estadual,Natural,7710
+2018,524,11881, ,Estadual,Natural,7828
+2018,525,11882, ,Estadual,Artificial,4076
+2018,526,11893, ,Estadual,Natural,11778
+2018,527,11900,Barragem de Rejeito Ãcido Sulfúrico Bunge,Estadual,Artificial,4110
+2018,528,11916, ,Estadual,Natural,8169
+2018,529,11917, ,Estadual,Natural,11864
+2018,530,11940, ,Estadual,Artificial,4117
+2018,531,12018, ,Estadual,Artificial,3790
+2018,532,12055,PCH Edgard de Souza (Repotenciação),Estadual,Artificial,23082
+2018,533,12069, ,Estadual,Natural,7727
+2018,534,12072,Barragem Fosfértil,Estadual,Artificial,4107
+2018,535,12079, ,Estadual,Natural,7754
+2018,536,12081, ,Estadual,Natural,7737
+2018,537,12097,Córrego da Onça,Estadual,Natural,8120
+2018,538,12101, ,Estadual,Natural,7759
+2018,539,12122, ,Estadual,Natural,7707
+2018,540,12128, ,Estadual,Natural,7819
+2018,541,12134,Lagoa do Valinho,Estadual,Natural,7995
+2018,542,12144, ,Estadual,Natural,7966
+2018,543,12147,Lagoa Grande,Estadual,Natural,7941
+2018,544,12171, ,Estadual,Natural,8085
+2018,545,12261, ,Estadual,Natural,8244
+2018,546,12291, ,Estadual,Artificial,3508
+2018,547,12295, ,Estadual,Natural,7859
+2018,548,12300, ,Estadual,Natural,7814
+2018,549,12305, ,Estadual,Natural,8058
+2018,550,12310, ,Estadual,Natural,7767
+2018,551,12316, ,Estadual,Natural,8304
+2018,552,12320, ,Estadual,Natural,3674
+2018,553,12353,Barragem Rio Passaúna,Estadual,Artificial,7953
+2018,554,12366, ,Estadual,Natural,7827
+2018,555,12427, ,Estadual,Artificial,8126
+2018,556,12484, ,Estadual,Natural,8160
+2018,557,12552, ,Estadual,Natural,8176
+2018,558,12622, ,Estadual,Natural,7849
+2018,559,12643,Rio BaÃa,Estadual,Natural,8168
+2018,560,12734, ,Estadual,Natural,11772
+2018,561,12848,Barragem Fosfértil,Estadual,Artificial,4104
+2018,562,12877, ,Estadual,Natural,7877
+2018,563,12913, ,Estadual,Natural,7718
+2018,564,12916, ,Estadual,Natural,7712
+2018,565,12938,Lagoa do Português,Estadual,Natural,8118
+2018,566,12957, ,Estadual,Artificial,3890
+2018,567,12972, ,Estadual,Natural,7871
+2018,568,12994,Represa Billings,Estadual,Artificial,3454
+2018,569,13013,Lagoa Paraguaia,Estadual,Natural,8148
+2018,570,13025, ,Estadual,Natural,7975
+2018,571,13052, ,Estadual,Natural,7774
+2018,572,13061,UHE Corumbá IV,Estadual,Artificial,8252
+2018,573,13093,Lagoa Itararé,Estadual,Natural,7933
+2018,574,13139, ,Estadual,Artificial,8016
+2018,575,13165, ,Estadual,Natural,7700
+2018,576,13177, ,Estadual,Natural,8392
+2018,577,13239, ,Estadual,Natural,7936
+2018,578,13265, ,Estadual,Natural,11732
+2018,579,13299,Barragem CBMM,Estadual,Artificial,4108
+2018,580,13316,UHE Nova Ponte,Estadual,Artificial,3794
+2018,581,13324, ,Estadual,Natural,11782
+2018,582,13333, ,Estadual,Artificial,11800
+2018,583,13338, ,Estadual,Natural,7955
+2018,584,13395,Lagoa Santa Maria,Estadual,Natural,8291
+2018,585,13423, ,Estadual,Natural,7831
+2018,586,13442,UHE Caçu,Estadual,Artificial,23050
+2018,587,13446, ,Estadual,Natural,7832
+2018,588,13449,Barragem Fosfértil,Estadual,Artificial,4105
+2018,589,13460,Córrego da Divisa,Estadual,Natural,8261
+2018,590,13473, ,Estadual,Artificial,3985
+2018,591,13481,Lagoa Segunda,Estadual,Natural,8159
+2018,592,13485, ,Estadual,Natural,7965
+2018,593,13521, ,Estadual,Natural,3506
+2018,594,13526, ,Estadual,Artificial,11860
+2018,595,13582, ,Estadual,Natural,7708
+2018,596,13639, ,Estadual,Natural,3783
+2018,597,13782,Lagoa Fazenda Rio das Pedras,Estadual,Artificial,3493
+2018,598,13798, ,Estadual,Natural,7903
+2018,599,13803, ,Estadual,Natural,7826
+2018,600,13830,Barragem de Rejeito Mineração Catalão,Estadual,Artificial,8285
+2018,601,13841, ,Estadual,Natural,8290
+2018,602,13859,UHE Três Irmãos,Estadual,Artificial,8099
+2018,603,13926, ,Estadual,Artificial,3799
+2018,604,13993,UHE Amador Aguiar I,Estadual,Artificial,23047
+2018,605,14125, ,Estadual,Natural,3677
+2018,606,14245, ,Estadual,Natural,7750
+2018,607,14335,Represa Guarapiranga,Estadual,Artificial,3531
+2018,608,14458, ,Estadual,Natural,7694
+2018,609,14462, ,Estadual,Artificial,7802
+2018,610,14486,Represa Usina Santa Luiza,Estadual,Artificial,7942
+2018,611,14506, ,Estadual,Natural,11745
+2018,612,14532, ,Estadual,Artificial,8482
+2018,613,14638, ,Estadual,Natural,7778
+2018,614,14710, ,Estadual,Natural,11759
+2018,615,14718, ,Estadual,Natural,7967
+2018,616,14730, ,Estadual,Natural,7960
+2018,617,14792, ,Estadual,Natural,7780
+2018,618,14846,Represa Ribeirão Cachoeirinha,Estadual,Artificial,3498
+2018,619,14860, ,Estadual,Natural,8183
+2018,620,14871, ,Estadual,Natural,3786
+2018,621,14872, ,Estadual,Natural,11797
+2018,622,14927,Córrego das Éguas,Estadual,Natural,8091
+2018,623,14973, ,Estadual,Natural,3519
+2018,624,14988, ,Estadual,Artificial,3787
+2018,625,14994, ,Estadual,Natural,8133
+2018,626,15003,UHE Promissão,Estadual,Artificial,8013
+2018,627,15067, ,Estadual,Artificial,7988
+2018,628,15075,Lagoa Joaquim Medeiros,Estadual,Natural,3948
+2018,629,15146, ,Estadual,Natural,3584
+2018,630,15149, ,Estadual,Natural,8149
+2018,631,15160, ,Estadual,Natural,11792
+2018,632,15168,Represa Doutor José Bonifácio Viana,Estadual,Artificial,7896
+2018,633,15169, ,Estadual,Artificial,7891
+2018,634,15198,Lagoa do Mimoso,Estadual,Natural,8302
+2018,635,15204, ,Estadual,Artificial,7898
+2018,636,15205, ,Estadual,Artificial,7897
+2018,637,15211,Lagoa de CarapicuÃba,Estadual,Natural,3533
+2018,638,15213, ,Estadual,Artificial,7904
+2018,639,15220, ,Estadual,Natural,8364
+2018,640,15243, ,Estadual,Artificial,7779
+2018,641,15275,Represa Córrego Vendinha,Estadual,Artificial,7932
+2018,642,15289,Lagoão,Estadual,Natural,22803
+2018,643,15371, ,Estadual,Natural,7880
+2018,644,15399, ,Estadual,Natural,8325
+2018,645,15412, ,Estadual,Artificial,4033
+2018,646,15430, ,Estadual,Artificial,7983
+2018,647,15432, ,Estadual,Natural,7757
+2018,648,15450, ,Estadual,Natural,7722
+2018,649,15472,UHE Barra dos Coqueiros,Estadual,Artificial,23049
+2018,650,15514, ,Estadual,Natural,7724
+2018,651,15623, ,Estadual,Artificial,8210
+2018,652,15652, ,Estadual,Artificial,3906
+2018,653,15664, ,Estadual,Natural,11768
+2018,654,15722, ,Estadual,Natural,11780
+2018,655,15749, ,Estadual,Natural,7817
+2018,656,15752,Barragem SIX Petrobrás,Estadual,Artificial,7655
+2018,657,15769,Lago Guanabara,Estadual,Natural,3575
+2018,658,15784, ,Estadual,Natural,22802
+2018,659,15785, ,Estadual,Natural,7902
+2018,660,15787, ,Estadual,Natural,8173
+2018,661,15797, ,Estadual,Artificial,7660
+2018,662,15832, ,Estadual,Artificial,7699
+2018,663,15880, ,Estadual,Artificial,7685
+2018,664,15884, ,Estadual,Artificial,7980
+2018,665,15911,Lagoa Iturama,Estadual,Natural,8288
+2018,666,15913, ,Estadual,Artificial,8179
+2018,667,15933, ,Estadual,Natural,7796
+2018,668,15968,Represa Balneário da Amizade,Estadual,Artificial,8072
+2018,669,15970, ,Estadual,Artificial,7982
+2018,670,16011,Represa Rio Novo,Estadual,Artificial,7978
+2018,671,16012,Represa de Sant'Ana,Estadual,Artificial,7912
+2018,672,16019, ,Estadual,Natural,8018
+2018,673,16025,Represa Usina Santa Adélia,Estadual,Artificial,7948
+2018,674,16061, ,Estadual,Natural,7723
+2018,675,16071, ,Estadual,Natural,7847
+2018,676,16121, ,Estadual,Natural,7970
+2018,677,16188, ,Estadual,Artificial,7992
+2018,678,16222,Lagoa do Clube,Estadual,Natural,3557
+2018,679,16255, ,Estadual,Natural,8027
+2018,680,16276, ,Estadual,Artificial,8002
+2018,681,16286,Lagoa Maior,Estadual,Natural,8123
+2018,682,16291, ,Estadual,Natural,4115
+2018,683,16308, ,Estadual,Natural,8011
+2018,684,16320, ,Estadual,Natural,7846
+2018,685,16369, ,Estadual,Artificial,8195
+2018,686,16441, ,Estadual,Natural,8320
+2018,687,16444,Lagoa Quarenta e Um,Estadual,Natural,7841
+2018,688,16467, ,Estadual,Artificial,7661
+2018,689,16483,Represa Ribeirão das Tabocas,Estadual,Artificial,7928
+2018,690,16485,Represa de São José do Rio Preto,Estadual,Artificial,7816
+2018,691,16491,Lagoa Bonita,Estadual,Natural,8202
+2018,692,16522, ,Estadual,Natural,7858
+2018,693,16536, ,Estadual,Artificial,7905
+2018,694,16539, ,Estadual,Natural,11776
+2018,695,16566, ,Estadual,Natural,7839
+2018,696,16583,Lagoa Comprida,Estadual,Natural,3476
+2018,697,16585, ,Estadual,Artificial,7806
+2018,698,16611, ,Estadual,Natural,7735
+2018,699,16628, ,Estadual,Artificial,8037
+2018,700,16629, ,Estadual,Natural,8170
+2018,701,16669,Lagoa das Bichas,Estadual,Natural,8310
+2018,702,16715, ,Estadual,Natural,8323
+2018,703,16891, ,Estadual,Natural,8034
+2018,704,16944,Lagoa Assombrada,Estadual,Natural,7850
+2018,705,16998, ,Estadual,Artificial,7883
+2018,706,17023, ,Estadual,Natural,8086
+2018,707,17062, ,Estadual,Natural,8079
+2018,708,17081, ,Estadual,Artificial,11762
+2018,709,17118,UHE Salto do Rio Verdinho,Estadual,Artificial,23048
+2018,710,17161, ,Estadual,Natural,8329
+2018,711,17233, ,Estadual,Natural,8138
+2018,712,17248, ,Estadual,Natural,7785
+2018,713,17269, ,Estadual,Artificial,4079
+2018,714,17292, ,Estadual,Natural,8330
+2018,715,17329, ,Estadual,Artificial,11786
+2018,716,17331, ,Estadual,Artificial,3990
+2018,717,17345, ,Estadual,Natural,8129
+2018,718,17405,UHE Santa Clara,Estadual,Artificial,7663
+2018,719,17423,Lagoa Embaúba,Estadual,Natural,8391
+2018,720,17474, ,Estadual,Natural,8144
+2018,721,17499, ,Estadual,Natural,7770
+2018,722,17544, ,Estadual,Natural,7652
+2018,723,17558, ,Estadual,Natural,4112
+2018,724,17607,Lagoa Formosa,Estadual,Natural,8227
+2018,725,17635, ,Estadual,Natural,7997
+2018,726,17648,UHE Mauá,Estadual,Artificial,23081
+2018,727,17650, ,Estadual,Artificial,4046
+2018,728,17655,Lagoa do Ouro Branco,Estadual,Natural,8033
+2018,729,17694, ,Estadual,Natural,8194
+2018,730,17704, ,Estadual,Natural,3894
+2018,731,17750, ,Estadual,Artificial,8178
+2018,732,17766, ,Estadual,Artificial,7690
+2018,733,17770, ,Estadual,Natural,7672
+2018,734,17787,PCH Mourão I,Estadual,Artificial,8101
+2018,735,17794, ,Estadual,Artificial,8177
+2018,736,17797, ,Estadual,Artificial,3779
+2018,737,17833, ,Estadual,Artificial,4073
+2018,738,17844, ,Estadual,Artificial,3782
+2018,739,17864,Represa Rio Verde,Estadual,Artificial,7957
+2018,740,17866,Açude da Bomba,Estadual,Artificial,7944
+2018,741,17870, ,Estadual,Artificial,3928
+2018,742,17872, ,Estadual,Artificial,3884
+2018,743,17883,Lago Paulo Gorski,Estadual,Artificial,8125
+2018,744,17888,PCH Ribeirão do Pinhal,Estadual,Artificial,3435
+2018,745,17913, ,Estadual,Artificial,8147
+2018,746,17923,CGH São João II,Estadual,Artificial,11770
+2018,747,17928, ,Estadual,Artificial,8287
+2018,748,17930, ,Estadual,Artificial,3984
+2018,749,17932,CGH PG2,Estadual,Artificial,3883
+2018,750,17934,PCH São Jorge,Estadual,Artificial,7679
+2018,751,17975, ,Estadual,Artificial,8319
+2018,752,17976, ,Estadual,Artificial,8197
+2018,753,17978, ,Estadual,Artificial,22800
+2018,754,17993,Ribeirão Mimoso,Estadual,Artificial,8399
+2018,755,17995, ,Estadual,Artificial,3931
+2018,756,18002, ,Estadual,Artificial,8087
+2018,757,18010,Represa Usina São Luiz,Estadual,Artificial,8052
+2018,758,18011,PCH Apucaraninha,Estadual,Artificial,8066
+2018,759,18026, ,Estadual,Artificial,3474
+2018,760,18030,UHE Barra Bonita,Estadual,Artificial,7922
+2018,761,18032,UHE Assis Chateaubriand,Estadual,Artificial,8216
+2018,762,18093, ,Estadual,Natural,8166
+2018,763,18107,Lagoa Ãgua Doce,Estadual,Natural,8362
+2018,764,18155,Represa do Córrego da Cabeceira Comprida,Estadual,Artificial,8096
+2018,765,18258,Lagoa da Vaca,Estadual,Natural,8334
+2018,766,18275,UHE Bariri,Estadual,Artificial,22759
+2018,767,18309,Represa Goiás Verde,Estadual,Artificial,3926
+2018,768,18316, ,Estadual,Artificial,11753
+2018,769,18322, ,Estadual,Artificial,3887
+2018,770,18336, ,Estadual,Artificial,3900
+2018,771,18337, ,Estadual,Artificial,3902
+2018,772,18343, ,Estadual,Artificial,8082
+2018,773,18345, ,Estadual,Artificial,3927
+2018,774,18353, ,Estadual,Artificial,3910
+2018,775,18383, ,Estadual,Artificial,3923
+2018,776,18393,CGH Laranja Doce,Estadual,Artificial,8071
+2018,777,18394,Represa Nova,Estadual,Artificial,3544
+2018,778,18419,Lago Fishing Park,Estadual,Artificial,7895
+2018,779,18439, ,Estadual,Artificial,3909
+2018,780,18440, ,Estadual,Artificial,3908
+2018,781,18453, ,Estadual,Artificial,8075
+2018,782,18486, ,Estadual,Artificial,8095
+2018,783,18499, ,Estadual,Artificial,3914
+2018,784,18516, ,Estadual,Artificial,11956
+2018,785,18542, ,Estadual,Artificial,8315
+2018,786,18559,Barragem Lago Igapó I,Estadual,Artificial,8067
+2018,787,18578, ,Estadual,Artificial,7670
+2018,788,18580,Represa Rio TatuÃ,Estadual,Artificial,7890
+2018,789,18598,CGH Itaquerê,Estadual,Artificial,7810
+2018,790,18602, ,Estadual,Artificial,8024
+2018,791,18608,PCH Salto Curucaca II,Estadual,Artificial,8064
+2018,792,18609, ,Estadual,Artificial,7987
+2018,793,18632, ,Estadual,Artificial,3989
+2018,794,18650, ,Estadual,Artificial,7993
+2018,795,18656,CGH Rio Preto,Estadual,Artificial,7651
+2018,796,18665, ,Estadual,Artificial,8019
+2018,797,18666, ,Estadual,Artificial,7783
+2018,798,18677, ,Estadual,Artificial,8309
+2018,799,18694,Represa Fazenda Pizzato,Estadual,Artificial,7657
+2018,800,18696, ,Estadual,Artificial,3876
+2018,801,18740,Represa Usina São Martinho,Estadual,Artificial,7940
+2018,802,18759, ,Estadual,Artificial,7935
+2018,803,18828,Lagoa do Mato,Estadual,Artificial,8022
+2018,804,18830, ,Estadual,Artificial,3916
+2018,805,18831, ,Estadual,Artificial,8046
+2018,806,18842, ,Estadual,Artificial,7945
+2018,807,18890, ,Estadual,Artificial,8062
+2018,808,18891, ,Estadual,Artificial,8193
+2018,809,18928, ,Estadual,Artificial,4063
+2018,810,18945,PCH Jaguaricatu I,Estadual,Artificial,7972
+2018,811,18962,Represa Paramirim,Estadual,Artificial,3499
+2018,812,18972, ,Estadual,Artificial,8211
+2018,813,18993, ,Estadual,Artificial,3924
+2018,814,19000, ,Estadual,Artificial,7973
+2018,815,19006, ,Estadual,Artificial,3988
+2018,816,19013,Represa Fazenda da Grama,Estadual,Artificial,3489
+2018,817,19065,Represa Córrego Consulta,Estadual,Artificial,8035
+2018,818,19081,Represa Parque do Sabiá,Estadual,Artificial,8278
+2018,819,19092, ,Estadual,Artificial,3526
+2018,820,19106, ,Estadual,Artificial,3879
+2018,821,19113, ,Estadual,Artificial,3885
+2018,822,19116,Represa São LuÃs,Estadual,Artificial,3446
+2018,823,19143, ,Estadual,Artificial,4114
+2018,824,19145, ,Estadual,Artificial,3877
+2018,825,19150, ,Estadual,Artificial,7800
+2018,826,19159, ,Estadual,Artificial,8250
+2018,827,19163, ,Estadual,Artificial,3886
+2018,828,19206, ,Estadual,Artificial,3898
+2018,829,19235, ,Estadual,Artificial,3901
+2018,830,19277, ,Estadual,Artificial,4070
+2018,831,19283, ,Estadual,Artificial,3911
+2018,832,19288, ,Estadual,Artificial,7900
+2018,833,19332,PCH Pirapora,Estadual,Artificial,3542
+2018,834,19356, ,Estadual,Artificial,3930
+2018,835,19362,UHE Rasgão,Estadual,Artificial,3444
+2018,836,19380,Represa Cillos,Estadual,Artificial,3445
+2018,837,19393, ,Estadual,Artificial,11771
+2018,838,19446,Represa Usina São João,Estadual,Artificial,3503
+2018,839,19494, ,Estadual,Artificial,7889
+2018,840,19495,Açude Vidal Dias (PCH Xicão),Estadual,Artificial,3577
+2018,841,19497, ,Estadual,Artificial,3517
+2018,842,19511, ,Estadual,Artificial,3987
+2018,843,19537, ,Estadual,Artificial,8251
+2018,844,19544,PCH Cascata,Estadual,Artificial,3536
+2018,845,19565, ,Estadual,Artificial,8259
+2018,846,19568, ,Estadual,Artificial,8111
+2018,847,19569, ,Estadual,Artificial,8065
+2018,848,19593,PCH Jorda Flor,Estadual,Artificial,3480
+2018,849,19596, ,Estadual,Artificial,3554
+2018,850,19624, ,Estadual,Artificial,3892
+2018,851,19642, ,Estadual,Artificial,11861
+2018,852,19645, ,Estadual,Artificial,8196
+2018,853,19667, ,Estadual,Artificial,11740
+2018,854,19669,Represa Paraitinga,Estadual,Artificial,3562
+2018,855,19684,Represa Córrego Cruzeiro,Estadual,Artificial,3477
+2018,856,19715, ,Estadual,Artificial,3993
+2018,857,19721, ,Estadual,Artificial,3899
+2018,858,19758,Represa Areia Branca,Estadual,Artificial,3492
+2018,859,19766, ,Estadual,Artificial,8209
+2018,860,19790,Represa do Vinte e Nove,Estadual,Artificial,7927
+2018,861,19792, ,Estadual,Artificial,3541
+2018,862,19794,Represa Ribeirão Claro,Estadual,Artificial,3509
+2018,863,19812, ,Estadual,Artificial,3488
+2018,864,19818, ,Estadual,Artificial,8343
+2018,865,19826, ,Estadual,Artificial,8397
+2018,866,19855, ,Estadual,Artificial,11777
+2018,867,19892, ,Estadual,Artificial,3515
+2018,868,19897, ,Estadual,Artificial,8040
+2018,869,19908, ,Estadual,Artificial,7777
+2018,870,19918, ,Estadual,Artificial,3889
+2018,871,19922, ,Estadual,Artificial,3561
+2018,872,19938,PCH Santa Maria,Estadual,Artificial,7886
+2018,873,19939, ,Estadual,Artificial,8028
+2018,874,19948, ,Estadual,Artificial,7794
+2018,875,19966, ,Estadual,Artificial,7807
+2018,876,19983,Represa Usina Albertina,Estadual,Artificial,7937
+2018,877,20014, ,Estadual,Artificial,8029
+2018,878,20016, ,Estadual,Artificial,11764
+2018,879,20062, ,Estadual,Artificial,7656
+2018,880,20073,PCH ParaÃso II,Estadual,Artificial,8262
+2018,881,20081,UHE Itupararanga,Estadual,Artificial,3439
+2018,882,20089, ,Estadual,Artificial,3457
+2018,883,20091, ,Estadual,Artificial,4075
+2018,884,20119, ,Estadual,Artificial,7984
+2018,885,20148,Represa Euclides Morelli,Estadual,Artificial,3511
+2018,886,20154, ,Estadual,Artificial,3893
+2018,887,20172, ,Estadual,Artificial,7969
+2018,888,20180,Barragem Pedro Beicht,Estadual,Artificial,3530
+2018,889,20193, ,Estadual,Artificial,11767
+2018,890,20213,Lago da Formiguinha,Estadual,Artificial,7658
+2018,891,20224,CGH Agropecuária Rio ParaÃso,Estadual,Artificial,8504
+2018,892,20228, ,Estadual,Artificial,7946
+2018,893,20231, ,Estadual,Artificial,7801
+2018,894,20234,PCH Santa Helena,Estadual,Artificial,3490
+2018,895,20240, ,Estadual,Artificial,11769
+2018,896,20249,Represa Clube Náutico Araraquara,Estadual,Artificial,7931
+2018,897,20276, ,Estadual,Artificial,7696
+2018,898,20295, ,Estadual,Artificial,4064
+2018,899,20298,Represa Pesque e Pague Nello Zuntini,Estadual,Artificial,7999
+2018,900,20308,Barragem Usina Santa Rita,Estadual,Artificial,7923
+2018,901,20316, ,Estadual,Artificial,3915
+2018,902,20326,Represa da Barra,Estadual,Artificial,7925
+2018,903,20328, ,Estadual,Artificial,3540
+2018,904,20331,UHE Volta Grande,Estadual,Artificial,23139
+2018,905,20333, ,Estadual,Artificial,7885
+2018,906,20335, ,Estadual,Artificial,8026
+2018,907,20339, ,Estadual,Artificial,7812
+2018,908,20388, ,Estadual,Artificial,4001
+2018,909,20394, ,Estadual,Artificial,8213
+2018,910,20396, ,Estadual,Artificial,7986
+2018,911,20399, ,Estadual,Artificial,4062
+2018,912,20410, ,Estadual,Artificial,8007
+2018,913,20415, ,Estadual,Artificial,8326
+2018,914,20422, ,Estadual,Artificial,8152
+2018,915,20424,Barragem Fosfértil,Estadual,Artificial,4106
+2018,916,20433, ,Estadual,Artificial,8280
+2018,917,20451, ,Estadual,Artificial,11794
+2018,918,20457,Represa Horto Florestal de Sumaré,Estadual,Artificial,3491
+2018,919,20464,Represa Tabajara,Estadual,Artificial,3497
+2018,920,20466, ,Estadual,Artificial,4078
+2018,921,20469,Represa Usina Lambari,Estadual,Artificial,7916
+2018,922,20470, ,Estadual,Artificial,11789
+2018,923,20476, ,Estadual,Artificial,7809
+2018,924,20485, ,Estadual,Artificial,7929
+2018,925,20487,PCH São Bernardo,Estadual,Artificial,3574
+2018,926,20488,Represa Ãguas Claras,Estadual,Artificial,23077
+2018,927,20493,PCH Lago Azul,Estadual,Artificial,3882
+2018,928,20512, ,Estadual,Artificial,7888
+2018,929,20526,UHE Porto Góes,Estadual,Artificial,23109
+2018,930,20535, ,Estadual,Artificial,4061
+2018,931,20537, ,Estadual,Artificial,7914
+2018,932,20550,Represa Bom Retiro,Estadual,Artificial,7926
+2018,933,20553, ,Estadual,Artificial,8314
+2018,934,20577, ,Estadual,Artificial,7913
+2018,935,20586,Barragem HermÃnio Ometto,Estadual,Artificial,3507
+2018,936,20602,Barragem do Rio PiuÃ,Estadual,Artificial,3556
+2018,937,20606,PCH Poço Fundo,Estadual,Artificial,3553
+2018,938,20636, ,Estadual,Artificial,8199
+2018,939,20644, ,Estadual,Artificial,8296
+2018,940,20649,Represa Ribeirão Boa Vista,Estadual,Artificial,3495
+2018,941,20680, ,Estadual,Artificial,8190
+2018,942,20714, ,Estadual,Natural,7711
+2018,943,20769, ,Estadual,Natural,8305
+2018,944,20780, ,Estadual,Artificial,3903
+2018,945,20783, ,Estadual,Natural,8137
+2018,946,20804,Barragem Rio Atibainha,Estadual,Artificial,3546
+2018,947,20835,Salto Rio Chopim,Estadual,Natural,7671
+2018,948,20837, ,Estadual,Natural,4103
+2018,949,20861, ,Estadual,Artificial,7976
+2018,950,20863, ,Estadual,Artificial,8214
+2018,951,20880, ,Estadual,Natural,11757
+2018,952,20891, ,Estadual,Natural,8093
+2018,953,20903,Represa Usina Vassununga,Estadual,Artificial,7924
+2018,954,20917, ,Estadual,Artificial,8014
+2018,955,20980,Lagoa Branca,Estadual,Natural,3520
+2018,956,20994, ,Estadual,Artificial,8056
+2018,957,21007, ,Estadual,Natural,7821
+2018,958,21033, ,Estadual,Natural,8212
+2018,959,21047, ,Estadual,Artificial,8208
+2018,960,21051,Represa Ribeirão do Campo,Estadual,Artificial,3564
+2018,961,21065,Represa Usina São João,Estadual,Artificial,3501
+2018,962,21073, ,Estadual,Artificial,4065
+2018,963,21077, ,Estadual,Artificial,11751
+2018,964,21084, ,Estadual,Artificial,8322
+2018,965,21088, ,Estadual,Artificial,8003
+2018,966,21100, ,Estadual,Artificial,7930
+2018,967,21105,Represa do Mirante,Estadual,Artificial,3500
+2018,968,21114, ,Estadual,Artificial,8017
+2018,969,21122, ,Estadual,Artificial,3936
+2018,970,21139, ,Estadual,Artificial,3432
+2018,971,21175,Represa Usina Lambari,Estadual,Artificial,7915
+2018,972,21193, ,Estadual,Natural,8021
+2018,973,21205, ,Estadual,Natural,11775
+2018,974,21218,Córrego das Lagoas,Estadual,Artificial,8119
+2018,975,21225, ,Estadual,Natural,8156
+2018,976,21242,Represa Rio JundiaÃ,Estadual,Artificial,3462
+2018,977,21267,PCH Batista Pilar,Estadual,Artificial,3481
+2018,978,21293, ,Estadual,Artificial,7985
+2018,979,21302, ,Estadual,Artificial,8201
+2018,980,21408,Represa Lindolpho Pio da Silva Dias,Estadual,Artificial,3459
+2018,981,21412, ,Estadual,Artificial,4072
+2018,982,21463,PCH Lobo,Estadual,Artificial,7906
+2018,983,21475,Represa Córrego Santana,Estadual,Artificial,3478
+2018,984,21487, ,Estadual,Artificial,3791
+2018,985,21488, ,Estadual,Artificial,3919
+2018,986,21524, ,Estadual,Artificial,3925
+2018,987,21550,UHE Fundão,Estadual,Artificial,23104
+2018,988,21595, ,Estadual,Artificial,11801
+2018,989,21611,Represa Paulo de Paiva Castro,Estadual,Artificial,3537
+2018,990,21655,CGH Ester,Estadual,Artificial,3496
+2018,991,21666,Represa Taiaçupeba,Estadual,Artificial,3539
+2018,992,21675, ,Estadual,Artificial,7668
+2018,993,21704,CGH Justus,Estadual,Artificial,8044
+2018,994,21708, ,Estadual,Artificial,3907
+2018,995,21733, ,Estadual,Artificial,7977
+2018,996,21762, ,Estadual,Artificial,8342
+2018,997,21784,PCH Rochedo,Estadual,Artificial,8249
+2018,998,21820, ,Estadual,Artificial,8374
+2018,999,21823, ,Estadual,Artificial,8254
+2018,1000,21824,UHE Rio do Peixe,Estadual,Artificial,3525
+2018,1001,21863, ,Estadual,Artificial,8481
+2018,1002,21869,Reservatório Cebolão,Estadual,Artificial,23094
+2018,1003,21876, ,Estadual,Artificial,3438
+2018,1004,21907, ,Estadual,Artificial,3878
+2018,1005,21939,Represa Rio Piraquara I,Estadual,Artificial,7686
+2018,1006,21944, ,Estadual,Artificial,8020
+2018,1007,21963,Barragem EduÃno Sbardellini,Estadual,Artificial,3518
+2018,1008,21984, ,Estadual,Artificial,7703
+2018,1009,21992,Reservatório Traição,Estadual,Artificial,23091
+2018,1010,21993,Barragem João Leite,Estadual,Artificial,23062
+2018,1011,22009,Represa Usina Jacarezinho,Estadual,Artificial,8049
+2018,1012,22016, ,Estadual,Artificial,8004
+2018,1013,22041,Represa Usina Bonfim,Estadual,Artificial,7947
+2018,1014,22062, ,Estadual,Artificial,8200
+2018,1015,22074,Represa Usina Nova América,Estadual,Artificial,7815
+2018,1016,22130, ,Estadual,Natural,7743
+2018,1017,22135,PCH Jacaré Pepira,Estadual,Artificial,7911
+2018,1018,22138,Lagoa Bonita,Estadual,Natural,7842
+2018,1019,22162, ,Estadual,Artificial,3800
+2018,1020,22172, ,Estadual,Artificial,22804
+2018,1021,22183,Represa Velha,Estadual,Artificial,3543
+2018,1022,22201,UHE Ibitinga,Estadual,Artificial,8008
+2018,1023,22231, ,Estadual,Artificial,3521
+2018,1024,22253,Barragem de Rejeito Mineração Catalão,Estadual,Artificial,8284
+2018,1025,22278,Lagoa da Cerca,Estadual,Natural,8275
+2018,1026,22284,Represa Sucupira,Estadual,Artificial,8283
+2018,1027,22285, ,Estadual,Artificial,8045
+2018,1028,22288, ,Estadual,Natural,7881
+2018,1029,22292, ,Estadual,Natural,3586
+2018,1030,22357, ,Estadual,Artificial,8001
+2018,1031,22398,Represa Fazenda Pontal,Estadual,Artificial,8366
+2018,1032,22401, ,Estadual,Artificial,3920
+2018,1033,22409, ,Estadual,Artificial,11785
+2018,1034,22415, ,Estadual,Artificial,8373
+2018,1035,22419, ,Estadual,Artificial,3881
+2018,1036,22421, ,Estadual,Artificial,8295
+2018,1037,22427, ,Estadual,Artificial,8277
+2018,1038,22430, ,Estadual,Artificial,11859
+2018,1039,22448, ,Estadual,Artificial,8375
+2018,1040,22466, ,Estadual,Artificial,8376
+2018,1041,22468, ,Estadual,Artificial,8328
+2018,1042,22477, ,Estadual,Artificial,8361
+2018,1043,22503, ,Estadual,Artificial,8267
+2018,1044,22548, ,Estadual,Artificial,3904
+2018,1045,22562, ,Estadual,Artificial,3905
+2018,1046,22564,Açude do Moisés,Estadual,Artificial,8389
+2018,1047,22569, ,Estadual,Artificial,4077
+2018,1048,22578, ,Estadual,Artificial,8341
+2018,1049,22579, ,Estadual,Artificial,8332
+2018,1050,22581, ,Estadual,Artificial,8321
+2018,1051,22594, ,Estadual,Artificial,8299
+2018,1052,22606, ,Estadual,Artificial,11754
+2018,1053,22609, ,Estadual,Artificial,11758
+2018,1054,22657,PCH Salto Natal,Estadual,Artificial,8100
+2018,1055,22660, ,Estadual,Artificial,8260
+2018,1056,22699,UHE Amador Aguiar II,Estadual,Artificial,23045
+2018,1057,22702, ,Estadual,Artificial,8327
+2018,1058,22720, ,Estadual,Artificial,7893
diff --git a/tests/database_test_data/verify_data_insert.csv b/tests/database_test_data/verify_data_insert.csv
new file mode 100644
index 0000000..94c2ce6
--- /dev/null
+++ b/tests/database_test_data/verify_data_insert.csv
@@ -0,0 +1,1059 @@
+id|ano|nome|massa_id|tipo|adm|adm_id|tipo_id
+2|2018|Represa do Descoberto|8255|Artificial|Federal|1|0
+14|2018|UHE Rosana|8107|Artificial|Federal|1|0
+23|2018|UHE Canoas II|22900|Artificial|Federal|1|0
+27|2018|UHE Salto Osório|7673|Artificial|Federal|1|0
+39|2018|Represa Santa Maria|3946|Artificial|Federal|1|0
+67|2018|Lagoa São João|11871|Natural|Federal|1|1
+70|2018|UHE Salto Grande|8053|Artificial|Federal|1|0
+80|2018|Represa HercÃlio Nardi e Albino Perin|3912|Artificial|Federal|1|0
+157|2018|UHE Ourinhos|23122|Artificial|Federal|1|0
+159|2018|UHE Paranapanema|23088|Artificial|Federal|1|0
+173|2018|UHE Canoas I|23036|Artificial|Federal|1|0
+175|2018|UHE Porto Colômbia|8276|Artificial|Federal|1|0
+207|2018|UHE Americana|3494|Artificial|Federal|1|0
+247|2018|UHE Governador Bento Munhoz da Rocha Neto|7659|Artificial|Federal|1|0
+248|2018|Lagoa do Sossego|11727|Natural|Federal|1|1
+251|2018| |4083|Artificial|Federal|1|0
+258|2018|UHE Furnas|3460|Artificial|Federal|1|0
+260|2018|UHE Governador José Richa|7674|Artificial|Federal|1|0
+264|2018|UHE Emborcação|21665|Artificial|Federal|1|0
+266|2018|UHE Salto Santiago|7664|Artificial|Federal|1|0
+288|2018|UHE Batalha|23060|Artificial|Federal|1|0
+309|2018|Represa Agriter I|3921|Artificial|Federal|1|0
+321|2018| |11868|Natural|Federal|1|1
+328|2018|UHE Corumbá I|8240|Artificial|Federal|1|0
+329|2018|UHE Itumbiara|8228|Artificial|Federal|1|0
+339|2018|UHE Caconde|3434|Artificial|Federal|1|0
+351|2018|UHE Marechal Mascarenhas de Moraes|3529|Artificial|Federal|1|0
+355|2018|UHE São Simão|8293|Artificial|Federal|1|0
+366|2018|UHE Porto Primavera|7773|Artificial|Federal|1|0
+414|2018|UHE Marimbondo|8042|Artificial|Federal|1|0
+419|2018|UHE Ãgua Vermelha|8292|Artificial|Federal|1|0
+433|2018|UHE Chavantes|7994|Artificial|Federal|1|0
+437|2018|UHE Serra do Facão|23059|Artificial|Federal|1|0
+450|2018|UHE Governador Ney Aminthas de Barros Braga|7337|Artificial|Federal|1|0
+458|2018|UHE Jurumirim|8217|Artificial|Federal|1|0
+464|2018|UHE Camargos|3578|Artificial|Federal|1|0
+468|2018|UHE Capivara|8074|Artificial|Federal|1|0
+480|2018|UHE Ilha Solteira|8242|Artificial|Federal|1|0
+487|2018|UHE Itutinga|3595|Artificial|Federal|1|0
+489|2018|UHE Cachoeira Dourada|8398|Artificial|Federal|1|0
+490|2018|Represa Fazenda Pamplona|3922|Artificial|Federal|1|0
+495|2018|UHE Jupiá|8124|Artificial|Federal|1|0
+507|2018|UHE Paranoá|3945|Artificial|Federal|1|0
+528|2018|UHE Jaguara|3793|Artificial|Federal|1|0
+547|2018|UHE Funil|3581|Artificial|Federal|1|0
+549|2018|UHE Volta Grande|21663|Artificial|Federal|1|0
+596|2018|Barragem Fazenda Poço Claro ou Lamerão|3934|Artificial|Federal|1|0
+610|2018|Barragem na Ãrea A Módulo 12 do PADF|23126|Artificial|Federal|1|0
+645|2018|UHE Taquaruçu|8106|Artificial|Federal|1|0
+719|2018|UHE Estreito|3792|Artificial|Federal|1|0
+725|2018|UHE Euclides da Cunha|3522|Artificial|Federal|1|0
+733|2018|Represa no Ribeirão das Antas|3551|Artificial|Federal|1|0
+741|2018|UHE Piraju|7990|Artificial|Federal|1|0
+764|2018|UHE Limoeiro|3523|Artificial|Federal|1|0
+807|2018|UHE Igarapava|23037|Artificial|Federal|1|0
+855|2018|UHE Itaipu|11735|Artificial|Federal|1|0
+970|2018|UHE Rolador|23114|Artificial|Federal|1|0
+982|2018|Barragem Rio Cachoeira|3549|Artificial|Federal|1|0
+1039|2018|UHE Eloy Chaves|23113|Artificial|Federal|1|0
+1047|2018|Represa Usina de Atibaia|3545|Artificial|Federal|1|0
+1048|2018|PCH Padre Carlos|23117|Artificial|Federal|1|0
+1077|2018|PCH Retiro Velho|23052|Artificial|Federal|1|0
+1096|2018| |11742|Natural|Federal|1|1
+1117|2018|Barragem no Ribeirão Samambaia|3938|Artificial|Federal|1|0
+1128|2018|CGH São José|3449|Artificial|Federal|1|0
+1208|2018| |8263|Natural|Federal|1|1
+1252|2018|Lagoa dos Padres|11726|Natural|Federal|1|1
+1355|2018|Lagoa do Jacaré|11872|Natural|Federal|1|1
+1491|2018|Lagoa Jatobá|11869|Natural|Federal|1|1
+1767|2018|PCH Planalto|23053|Artificial|Federal|1|0
+1782|2018|Represa Agriter II|3913|Artificial|Federal|1|0
+1824|2018| |3588|Natural|Federal|1|1
+1834|2018|Barragem Rio JacareÃ-Jaguari|3458|Artificial|Federal|1|0
+1839|2018|UHE Jaguari|23115|Artificial|Federal|1|0
+1945|2018| |7894|Artificial|Estadual|2|0
+2382|2018|PCH Antas I|23129|Artificial|Federal|1|0
+2447|2018|Lagoa Azul|11743|Natural|Federal|1|1
+2461|2018| |7715|Natural|Estadual|2|1
+2531|2018| |3937|Artificial|Estadual|2|0
+2544|2018| |8205|Artificial|Estadual|2|0
+2571|2018|CGH Bortolan|3524|Artificial|Federal|1|0
+2578|2018|Lagoa Xambré|11870|Natural|Federal|1|1
+2581|2018| |3935|Artificial|Estadual|2|0
+2593|2018|Reservatório Penha|3534|Artificial|Estadual|2|0
+2618|2018|PCH Mogi-Guaçu|3436|Artificial|Federal|1|0
+2668|2018|Barragem Fazenda São Jacó|3939|Artificial|Federal|1|0
+2761|2018|Lagoa Saraiva|11866|Natural|Federal|1|1
+2792|2018| |7734|Natural|Estadual|2|1
+2793|2018|Lagoa do Chato|8359|Natural|Estadual|2|1
+2796|2018| |8235|Natural|Estadual|2|1
+2804|2018| |7901|Natural|Estadual|2|1
+2815|2018| |7961|Natural|Estadual|2|1
+2826|2018| |8080|Natural|Estadual|2|1
+2831|2018| |8273|Natural|Estadual|2|1
+2862|2018| |8266|Natural|Estadual|2|1
+2869|2018|Lagoa Segunda|8155|Natural|Estadual|2|1
+2908|2018| |8483|Artificial|Estadual|2|0
+2921|2018|Lago Rio Tietê|3440|Natural|Estadual|2|1
+2924|2018|Lagoa do Tabuão|3433|Natural|Estadual|2|1
+2933|2018| |8186|Natural|Estadual|2|1
+2957|2018| |8114|Natural|Estadual|2|1
+2976|2018|Lagoa Limpa|8038|Natural|Estadual|2|1
+2985|2018| |7784|Natural|Estadual|2|1
+2995|2018| |8181|Artificial|Estadual|2|0
+3008|2018| |8143|Artificial|Estadual|2|0
+3023|2018| |7732|Natural|Estadual|2|1
+3046|2018| |7820|Natural|Estadual|2|1
+3075|2018| |8103|Natural|Estadual|2|1
+3102|2018|PCH Bom Jardim|8279|Artificial|Estadual|2|0
+3118|2018| |7739|Natural|Estadual|2|1
+3125|2018| |7838|Natural|Estadual|2|1
+3155|2018| |3891|Artificial|Estadual|2|0
+3157|2018| |3552|Natural|Estadual|2|1
+3161|2018| |8136|Natural|Estadual|2|1
+3167|2018| |3929|Natural|Estadual|2|1
+3202|2018| |8174|Natural|Estadual|2|1
+3209|2018| |7788|Natural|Estadual|2|1
+3248|2018| |7798|Natural|Estadual|2|1
+3250|2018| |8340|Artificial|Estadual|2|0
+3275|2018| |11755|Natural|Estadual|2|1
+3289|2018|Lago Rio Tietê|3441|Natural|Estadual|2|1
+3311|2018| |8264|Natural|Estadual|2|1
+3383|2018|Lago Maracá|8025|Natural|Estadual|2|1
+3386|2018| |7833|Natural|Estadual|2|1
+3408|2018| |3888|Artificial|Estadual|2|0
+3412|2018| |7872|Natural|Estadual|2|1
+3461|2018| |7979|Artificial|Estadual|2|0
+3465|2018|Lagoa Bonita|3949|Natural|Estadual|2|1
+3469|2018| |8215|Natural|Estadual|2|1
+3475|2018| |8396|Artificial|Estadual|2|0
+3498|2018| |8005|Artificial|Estadual|2|0
+3535|2018| |8006|Artificial|Estadual|2|0
+3537|2018| |8078|Natural|Estadual|2|1
+3568|2018| |7991|Artificial|Estadual|2|0
+3596|2018| |8140|Artificial|Estadual|2|0
+3629|2018| |3487|Natural|Estadual|2|1
+3631|2018| |8204|Natural|Estadual|2|1
+3644|2018|Lago Rio Tietê|3443|Natural|Estadual|2|1
+3669|2018| |7678|Natural|Estadual|2|1
+3688|2018| |7697|Natural|Estadual|2|1
+3696|2018| |8043|Artificial|Estadual|2|0
+3742|2018| |8258|Artificial|Estadual|2|0
+3769|2018| |8192|Artificial|Estadual|2|0
+3772|2018| |8127|Artificial|Estadual|2|0
+3780|2018| |8060|Natural|Estadual|2|1
+3801|2018| |11788|Natural|Estadual|2|1
+3808|2018| |7776|Natural|Estadual|2|1
+3813|2018| |7769|Natural|Estadual|2|1
+3820|2018| |3516|Natural|Estadual|2|1
+3822|2018| |7775|Natural|Estadual|2|1
+3836|2018| |7949|Natural|Estadual|2|1
+3873|2018|Barragem Guariroba|11799|Artificial|Estadual|2|0
+3905|2018|Represa de José Jorge|8054|Artificial|Estadual|2|0
+3913|2018|Represa Ribeirão do Alegre|8055|Artificial|Estadual|2|0
+3921|2018|Represa Usina SeverÃnia|8039|Artificial|Estadual|2|0
+3927|2018| |8032|Natural|Estadual|2|1
+3950|2018|Lagoa do Grilo|8303|Natural|Estadual|2|1
+4007|2018|Represa Usina Colombo|8010|Artificial|Estadual|2|0
+4016|2018| |8339|Natural|Estadual|2|1
+4018|2018| |7857|Natural|Estadual|2|1
+4019|2018| |7964|Natural|Estadual|2|1
+4033|2018| |7813|Natural|Estadual|2|1
+4050|2018| |7834|Natural|Estadual|2|1
+4053|2018|Barragem Rio Harmonia|8047|Artificial|Estadual|2|0
+4091|2018| |8355|Natural|Estadual|2|1
+4129|2018|Represa Três Barras|8051|Artificial|Estadual|2|0
+4138|2018| |7939|Natural|Estadual|2|1
+4155|2018|Represa Usina Nardini|8009|Artificial|Estadual|2|0
+4160|2018| |7698|Natural|Estadual|2|1
+4171|2018| |22731|Natural|Estadual|2|1
+4183|2018| |11763|Natural|Estadual|2|1
+4204|2018|Lagoa do Jacaré|8360|Natural|Estadual|2|1
+4209|2018| |11781|Natural|Estadual|2|1
+4220|2018| |7844|Natural|Estadual|2|1
+4226|2018| |7835|Natural|Estadual|2|1
+4261|2018| |7996|Natural|Estadual|2|1
+4274|2018| |7919|Natural|Estadual|2|1
+4282|2018| |7829|Natural|Estadual|2|1
+4288|2018|Lagoa Bambu|7843|Natural|Estadual|2|1
+4301|2018| |3798|Artificial|Estadual|2|0
+4310|2018| |8000|Artificial|Estadual|2|0
+4316|2018| |8203|Natural|Estadual|2|1
+4325|2018| |7740|Natural|Estadual|2|1
+4333|2018|Lagoa do Quilim|7824|Natural|Estadual|2|1
+4340|2018| |7884|Artificial|Estadual|2|0
+4350|2018| |7921|Natural|Estadual|2|1
+4360|2018| |3788|Natural|Estadual|2|1
+4371|2018| |7873|Natural|Estadual|2|1
+4403|2018|Lagoa da Cana|8023|Artificial|Estadual|2|0
+4411|2018| |7855|Natural|Estadual|2|1
+4427|2018| |7868|Natural|Estadual|2|1
+4428|2018| |11798|Natural|Estadual|2|1
+4437|2018| |3582|Natural|Estadual|2|1
+4454|2018| |7848|Natural|Estadual|2|1
+4472|2018| |8164|Natural|Estadual|2|1
+4476|2018| |7989|Artificial|Estadual|2|0
+4487|2018| |7751|Natural|Estadual|2|1
+4510|2018| |7981|Artificial|Estadual|2|0
+4578|2018| |7748|Natural|Estadual|2|1
+4579|2018| |7691|Natural|Estadual|2|1
+4616|2018| |7749|Natural|Estadual|2|1
+4650|2018| |7747|Natural|Estadual|2|1
+4680|2018| |7745|Natural|Estadual|2|1
+4725|2018|Lagoa Escondida|8363|Natural|Estadual|2|1
+4751|2018|Lagoa da Brejaúba|8223|Natural|Estadual|2|1
+4760|2018| |7736|Natural|Estadual|2|1
+4778|2018| |8502|Natural|Estadual|2|1
+4787|2018| |3585|Natural|Estadual|2|1
+4833|2018| |3576|Natural|Estadual|2|1
+4843|2018| |7701|Natural|Estadual|2|1
+4865|2018| |8157|Artificial|Estadual|2|0
+4886|2018| |7864|Natural|Estadual|2|1
+4891|2018| |7771|Natural|Estadual|2|1
+4903|2018|Represa Rio Iratim|7631|Artificial|Estadual|2|0
+4918|2018| |7861|Natural|Estadual|2|1
+4921|2018| |7772|Natural|Estadual|2|1
+4931|2018| |8036|Natural|Estadual|2|1
+4942|2018| |7744|Natural|Estadual|2|1
+4946|2018| |7719|Natural|Estadual|2|1
+4950|2018|Lagoa do Canto|8230|Natural|Estadual|2|1
+4966|2018| |7645|Artificial|Estadual|2|0
+4982|2018| |11779|Natural|Estadual|2|1
+4985|2018| |7762|Natural|Estadual|2|1
+4997|2018|Lagoa dos Peixes|3475|Natural|Estadual|2|1
+5012|2018| |8145|Natural|Estadual|2|1
+5060|2018| |7746|Natural|Estadual|2|1
+5167|2018| |7680|Natural|Estadual|2|1
+5179|2018| |3797|Artificial|Estadual|2|0
+5194|2018| |7787|Natural|Estadual|2|1
+5200|2018| |7702|Natural|Estadual|2|1
+5211|2018| |7856|Natural|Estadual|2|1
+5219|2018| |7830|Natural|Estadual|2|1
+5222|2018| |7845|Natural|Estadual|2|1
+5225|2018| |7962|Natural|Estadual|2|1
+5264|2018| |8142|Natural|Estadual|2|1
+5283|2018| |8171|Natural|Estadual|2|1
+5290|2018|Lagoa de São Lourenço|8289|Natural|Estadual|2|1
+5341|2018| |7822|Natural|Estadual|2|1
+5355|2018| |8394|Natural|Estadual|2|1
+5395|2018| |8068|Natural|Estadual|2|1
+5411|2018| |7766|Natural|Estadual|2|1
+5422|2018| |3917|Artificial|Estadual|2|0
+5430|2018| |8356|Natural|Estadual|2|1
+5458|2018| |7918|Natural|Estadual|2|1
+5490|2018| |11795|Natural|Estadual|2|1
+5505|2018| |3514|Natural|Estadual|2|1
+5535|2018| |7920|Natural|Estadual|2|1
+5567|2018| |7764|Natural|Estadual|2|1
+5568|2018| |8272|Natural|Estadual|2|1
+5572|2018| |8163|Natural|Estadual|2|1
+5576|2018| |3513|Natural|Estadual|2|1
+5590|2018| |7804|Natural|Estadual|2|1
+5672|2018| |7879|Natural|Estadual|2|1
+5675|2018| |8294|Natural|Estadual|2|1
+5682|2018| |7954|Natural|Estadual|2|1
+5694|2018| |8188|Natural|Estadual|2|1
+5759|2018| |7952|Natural|Estadual|2|1
+5774|2018| |8104|Natural|Estadual|2|1
+5842|2018|Lagoa Feia|8274|Natural|Estadual|2|1
+5861|2018| |3479|Natural|Estadual|2|1
+5876|2018|Lagoa Seca|8048|Natural|Estadual|2|1
+5943|2018| |7818|Natural|Estadual|2|1
+6011|2018| |11839|Natural|Estadual|2|1
+6020|2018| |8134|Natural|Estadual|2|1
+6080|2018| |3789|Natural|Estadual|2|1
+6146|2018|Lagoa da Chapada|8336|Natural|Estadual|2|1
+6218|2018| |8501|Natural|Estadual|2|1
+6245|2018| |8059|Natural|Estadual|2|1
+6264|2018| |8297|Natural|Estadual|2|1
+6289|2018| |7869|Natural|Estadual|2|1
+6292|2018| |7875|Natural|Estadual|2|1
+6296|2018| |8081|Natural|Estadual|2|1
+6327|2018| |11774|Natural|Estadual|2|1
+6332|2018| |8151|Natural|Estadual|2|1
+6406|2018|Lagoa do Peroba|8187|Natural|Estadual|2|1
+6437|2018| |11791|Natural|Estadual|2|1
+6438|2018| |7714|Natural|Estadual|2|1
+6451|2018| |8182|Natural|Estadual|2|1
+6460|2018| |7676|Natural|Estadual|2|1
+6527|2018| |8090|Natural|Estadual|2|1
+6534|2018| |3550|Artificial|Estadual|2|0
+6543|2018| |7731|Natural|Estadual|2|1
+6552|2018| |11862|Natural|Estadual|2|1
+6595|2018| |7756|Natural|Estadual|2|1
+6597|2018| |7765|Natural|Estadual|2|1
+6605|2018| |7971|Natural|Estadual|2|1
+6637|2018|Lagoa Ouro Verde|8102|Natural|Estadual|2|1
+6673|2018| |7763|Natural|Estadual|2|1
+6721|2018| |11756|Natural|Estadual|2|1
+6743|2018| |8135|Natural|Estadual|2|1
+6771|2018| |3991|Natural|Estadual|2|1
+6774|2018| |7693|Natural|Estadual|2|1
+6784|2018| |8092|Natural|Estadual|2|1
+6802|2018| |8191|Natural|Estadual|2|1
+6816|2018| |7726|Natural|Estadual|2|1
+6817|2018| |7654|Natural|Estadual|2|1
+6821|2018|Lagoa Grande|11731|Natural|Estadual|2|1
+6840|2018| |11748|Natural|Estadual|2|1
+6844|2018| |11747|Natural|Estadual|2|1
+6850|2018| |4032|Artificial|Estadual|2|0
+6856|2018|Lagoa do Varjão|8232|Natural|Estadual|2|1
+6859|2018|UHE Barra|7662|Artificial|Estadual|2|0
+6863|2018|Lagoa do Jaburu|3942|Natural|Estadual|2|1
+6987|2018| |7811|Natural|Estadual|2|1
+6989|2018| |11746|Natural|Estadual|2|1
+6991|2018| |7854|Natural|Estadual|2|1
+7014|2018| |7733|Natural|Estadual|2|1
+7015|2018| |7761|Natural|Estadual|2|1
+7053|2018| |8224|Natural|Estadual|2|1
+7057|2018| |22799|Natural|Estadual|2|1
+7068|2018| |11773|Natural|Estadual|2|1
+7082|2018| |7716|Natural|Estadual|2|1
+7119|2018| |7878|Natural|Estadual|2|1
+7122|2018| |7852|Natural|Estadual|2|1
+7123|2018| |3784|Natural|Estadual|2|1
+7127|2018| |8122|Natural|Estadual|2|1
+7141|2018| |7706|Natural|Estadual|2|1
+7195|2018| |8185|Natural|Estadual|2|1
+7220|2018| |7836|Natural|Estadual|2|1
+7221|2018| |7760|Natural|Estadual|2|1
+7232|2018| |7837|Natural|Estadual|2|1
+7246|2018| |7791|Natural|Estadual|2|1
+7259|2018| |8226|Natural|Estadual|2|1
+7295|2018| |8311|Natural|Estadual|2|1
+7319|2018|Lagoa Linda|8165|Natural|Estadual|2|1
+7343|2018|Lagoa do Mato|8333|Natural|Estadual|2|1
+7348|2018| |7792|Natural|Estadual|2|1
+7381|2018| |8105|Natural|Estadual|2|1
+7405|2018|Represa Golfe Campo Alto|3504|Artificial|Estadual|2|0
+7420|2018| |11752|Natural|Estadual|2|1
+7449|2018| |7951|Natural|Estadual|2|1
+7500|2018| |7793|Natural|Estadual|2|1
+7523|2018| |7968|Artificial|Estadual|2|0
+7537|2018|Lagoa da Anta|8318|Natural|Estadual|2|1
+7572|2018| |8198|Natural|Estadual|2|1
+7581|2018|Represa Rio IraÃ|7681|Artificial|Estadual|2|0
+7591|2018| |3510|Artificial|Estadual|2|0
+7624|2018|Lagoa do Jambo|8300|Natural|Estadual|2|1
+7643|2018| |7956|Natural|Estadual|2|1
+7654|2018| |8167|Natural|Estadual|2|1
+7662|2018| |8253|Artificial|Estadual|2|0
+7690|2018| |11796|Natural|Estadual|2|1
+7709|2018| |7876|Natural|Estadual|2|1
+7768|2018| |22801|Artificial|Estadual|2|0
+7783|2018|Represa Bom Sucesso|8503|Artificial|Estadual|2|0
+7910|2018| |7874|Natural|Estadual|2|1
+7925|2018| |7825|Natural|Estadual|2|1
+7936|2018| |8084|Artificial|Estadual|2|0
+8002|2018| |8088|Artificial|Estadual|2|0
+8081|2018|Lagoa Escura|8041|Artificial|Estadual|2|0
+8115|2018| |11783|Natural|Estadual|2|1
+8145|2018|Lagoa Pó de Mico|8241|Natural|Estadual|2|1
+8184|2018| |3880|Natural|Estadual|2|1
+8187|2018| |8094|Artificial|Estadual|2|0
+8195|2018| |7863|Natural|Estadual|2|1
+8199|2018|Lagoa do Caracol|8222|Natural|Estadual|2|1
+8203|2018| |8113|Artificial|Estadual|2|0
+8250|2018| |11790|Natural|Estadual|2|1
+8304|2018| |8015|Artificial|Estadual|2|0
+8355|2018|Lagoa do Mato|8338|Natural|Estadual|2|1
+8363|2018| |8218|Natural|Estadual|2|1
+8374|2018| |7786|Natural|Estadual|2|1
+8388|2018| |7950|Natural|Estadual|2|1
+8397|2018| |3781|Natural|Estadual|2|1
+8519|2018|Lagoa do Curral|22805|Natural|Estadual|2|1
+8567|2018|Represa LDC Bioenergia|3437|Natural|Estadual|2|1
+8568|2018| |23066|Artificial|Estadual|2|0
+8642|2018| |8184|Natural|Estadual|2|1
+8648|2018| |8076|Natural|Estadual|2|1
+8695|2018| |8031|Natural|Estadual|2|1
+8711|2018| |7797|Natural|Estadual|2|1
+8716|2018| |11760|Natural|Estadual|2|1
+8775|2018| |7717|Natural|Estadual|2|1
+8790|2018| |4116|Artificial|Estadual|2|0
+8830|2018| |7692|Natural|Estadual|2|1
+8860|2018| |7823|Natural|Estadual|2|1
+8876|2018| |3675|Natural|Estadual|2|1
+8949|2018| |3673|Natural|Estadual|2|1
+9020|2018| |8110|Natural|Estadual|2|1
+9090|2018|Barragem Ponte Nova|3563|Artificial|Estadual|2|0
+9098|2018| |3785|Natural|Estadual|2|1
+9104|2018|Barragem Rio Santo Anastácio|8073|Artificial|Estadual|2|0
+9146|2018|Lagoinha|8220|Natural|Estadual|2|1
+9173|2018| |7758|Natural|Estadual|2|1
+9177|2018| |8077|Natural|Estadual|2|1
+9201|2018| |7974|Natural|Estadual|2|1
+9236|2018| |8146|Natural|Estadual|2|1
+9262|2018| |7695|Natural|Estadual|2|1
+9263|2018| |7741|Natural|Estadual|2|1
+9270|2018| |8061|Artificial|Estadual|2|0
+9328|2018|Represa Balneário de Rancharia|8070|Artificial|Estadual|2|0
+9331|2018| |7675|Natural|Estadual|2|1
+9334|2018| |7753|Natural|Estadual|2|1
+9365|2018| |11744|Natural|Estadual|2|1
+9372|2018| |7805|Natural|Estadual|2|1
+9398|2018| |7907|Natural|Estadual|2|1
+9474|2018| |11750|Natural|Estadual|2|1
+9486|2018|Represa Usina Nova América|8050|Artificial|Estadual|2|0
+9498|2018|Lagoa de Ouro|11766|Natural|Estadual|2|1
+9522|2018| |11793|Natural|Estadual|2|1
+9584|2018| |3778|Natural|Estadual|2|1
+9585|2018| |8083|Artificial|Estadual|2|0
+9616|2018| |11749|Natural|Estadual|2|1
+9656|2018|Lagoa da Boa Vista|3512|Natural|Estadual|2|1
+9658|2018| |7892|Natural|Estadual|2|1
+9709|2018|Lagoa Francisco Schmidt|7938|Natural|Estadual|2|1
+9735|2018| |7934|Natural|Estadual|2|1
+9759|2018|Lagoa do Pintado|8139|Natural|Estadual|2|1
+9789|2018| |7899|Artificial|Estadual|2|0
+9812|2018| |7688|Natural|Estadual|2|1
+9817|2018| |7728|Natural|Estadual|2|1
+9837|2018| |7729|Natural|Estadual|2|1
+9893|2018| |7867|Natural|Estadual|2|1
+9908|2018| |7713|Natural|Estadual|2|1
+9948|2018| |7689|Natural|Estadual|2|1
+9973|2018| |7752|Natural|Estadual|2|1
+9980|2018|Represa Pilão d'Ãgua|7887|Artificial|Estadual|2|0
+10009|2018|Lagoa Formosa|22806|Natural|Estadual|2|1
+10019|2018| |7862|Natural|Estadual|2|1
+10114|2018| |11765|Natural|Estadual|2|1
+10122|2018|Lagoa Feia|8393|Natural|Estadual|2|1
+10155|2018| |7720|Natural|Estadual|2|1
+10182|2018| |7998|Natural|Estadual|2|1
+10183|2018| |8307|Natural|Estadual|2|1
+10216|2018| |7721|Natural|Estadual|2|1
+10228|2018| |11838|Natural|Estadual|2|1
+10256|2018| |8225|Natural|Estadual|2|1
+10287|2018| |8097|Natural|Estadual|2|1
+10324|2018| |8117|Natural|Estadual|2|1
+10326|2018| |8128|Natural|Estadual|2|1
+10386|2018| |8132|Natural|Estadual|2|1
+10391|2018| |8069|Natural|Estadual|2|1
+10403|2018|UHE Espora|23051|Artificial|Estadual|2|0
+10447|2018|Represa Usina São Carlos|7943|Artificial|Estadual|2|0
+10460|2018| |8130|Natural|Estadual|2|1
+10469|2018| |7789|Natural|Estadual|2|1
+10489|2018|UHE Miranda|21664|Artificial|Estadual|2|0
+10494|2018|Lagoa Bebedouro|3986|Artificial|Estadual|2|0
+10519|2018| |8098|Artificial|Estadual|2|0
+10522|2018| |7795|Natural|Estadual|2|1
+10524|2018| |8180|Natural|Estadual|2|1
+10530|2018| |7725|Natural|Estadual|2|1
+10535|2018| |8282|Natural|Estadual|2|1
+10536|2018|Lagoa Rasa|8301|Natural|Estadual|2|1
+10546|2018|Lagoa do Rodrigo|8150|Natural|Estadual|2|1
+10585|2018|Lago dos Patos|8189|Natural|Estadual|2|1
+10590|2018| |8281|Natural|Estadual|2|1
+10595|2018|Lagoa da Olaria|8221|Natural|Estadual|2|1
+10607|2018| |8298|Natural|Estadual|2|1
+10612|2018| |7865|Natural|Estadual|2|1
+10613|2018| |7866|Natural|Estadual|2|1
+10614|2018| |7963|Natural|Estadual|2|1
+10620|2018| |11761|Natural|Estadual|2|1
+10623|2018| |8207|Natural|Estadual|2|1
+10628|2018| |7782|Natural|Estadual|2|1
+10642|2018|Córrego Lafon|8089|Natural|Estadual|2|1
+10675|2018| |7704|Natural|Estadual|2|1
+10698|2018|Lagoa Segunda|8161|Natural|Estadual|2|1
+10713|2018| |8162|Natural|Estadual|2|1
+10715|2018|Lagoa Bonita|8317|Natural|Estadual|2|1
+10735|2018| |7860|Natural|Estadual|2|1
+10736|2018| |7882|Natural|Estadual|2|1
+10752|2018|UHE Corumbá III|23069|Artificial|Estadual|2|0
+10760|2018| |8357|Natural|Estadual|2|1
+10781|2018| |8395|Artificial|Estadual|2|0
+10789|2018|Lagoa Bonita|11728|Natural|Estadual|2|1
+10790|2018| |8206|Natural|Estadual|2|1
+10839|2018| |8141|Natural|Estadual|2|1
+10840|2018| |8057|Natural|Estadual|2|1
+10962|2018| |7738|Natural|Estadual|2|1
+11003|2018|Lagoa do Recanto|8306|Natural|Estadual|2|1
+11055|2018| |8012|Natural|Estadual|2|1
+11061|2018|Lago Rio Tietê|3442|Natural|Estadual|2|1
+11083|2018| |7870|Natural|Estadual|2|1
+11112|2018|Lagoa do Fundo|8316|Natural|Estadual|2|1
+11145|2018| |8116|Natural|Estadual|2|1
+11168|2018| |7917|Natural|Estadual|2|1
+11254|2018| |4113|Natural|Estadual|2|1
+11260|2018|Barragem de Rejeito Mineração Catalão|8286|Artificial|Estadual|2|0
+11286|2018| |8131|Natural|Estadual|2|1
+11291|2018| |8331|Natural|Estadual|2|1
+11296|2018|Lagoa Caaporã|7840|Natural|Estadual|2|1
+11307|2018| |8337|Natural|Estadual|2|1
+11311|2018| |8324|Natural|Estadual|2|1
+11313|2018| |7742|Natural|Estadual|2|1
+11321|2018|Lagoa do Marruco|8308|Natural|Estadual|2|1
+11328|2018|Lagoa Cabeceira do Mandengo|8312|Natural|Estadual|2|1
+11340|2018|Lagoa Limpa|8358|Natural|Estadual|2|1
+11389|2018| |8335|Natural|Estadual|2|1
+11390|2018| |8365|Natural|Estadual|2|1
+11406|2018|Lagoa do Rufino|8231|Natural|Estadual|2|1
+11445|2018|Lagoa da Estrada|8390|Natural|Estadual|2|1
+11459|2018|Represa São Lourenço|7653|Natural|Estadual|2|1
+11471|2018| |8313|Natural|Estadual|2|1
+11505|2018| |11730|Natural|Estadual|2|1
+11517|2018| |7755|Natural|Estadual|2|1
+11521|2018| |8265|Natural|Estadual|2|1
+11525|2018| |11787|Natural|Estadual|2|1
+11532|2018| |8112|Natural|Estadual|2|1
+11545|2018| |8154|Natural|Estadual|2|1
+11546|2018|Lagoa Segunda|8158|Natural|Estadual|2|1
+11585|2018| |11784|Natural|Estadual|2|1
+11590|2018| |7705|Natural|Estadual|2|1
+11593|2018| |8175|Natural|Estadual|2|1
+11596|2018| |7781|Natural|Estadual|2|1
+11615|2018|Lagoa Bambu|8153|Natural|Estadual|2|1
+11635|2018| |8172|Natural|Estadual|2|1
+11645|2018| |22963|Natural|Estadual|2|1
+11655|2018| |4071|Artificial|Estadual|2|0
+11658|2018| |8109|Natural|Estadual|2|1
+11659|2018| |7768|Natural|Estadual|2|1
+11662|2018|Lagoa do Potreiro|8219|Natural|Estadual|2|1
+11671|2018| |7730|Natural|Estadual|2|1
+11673|2018| |8115|Natural|Estadual|2|1
+11742|2018| |8108|Natural|Estadual|2|1
+11767|2018| |3777|Natural|Estadual|2|1
+11783|2018| |8030|Natural|Estadual|2|1
+11788|2018| |8257|Natural|Estadual|2|1
+11815|2018|Barragem CBMM|4109|Artificial|Estadual|2|0
+11841|2018| |4111|Artificial|Estadual|2|0
+11863|2018| |7853|Natural|Estadual|2|1
+11875|2018|UHE Nova Avanhandava|8063|Artificial|Estadual|2|0
+11876|2018| |7710|Natural|Estadual|2|1
+11881|2018| |7828|Natural|Estadual|2|1
+11882|2018| |4076|Artificial|Estadual|2|0
+11893|2018| |11778|Natural|Estadual|2|1
+11900|2018|Barragem de Rejeito Ãcido Sulfúrico Bunge|4110|Artificial|Estadual|2|0
+11916|2018| |8169|Natural|Estadual|2|1
+11917|2018| |11864|Natural|Estadual|2|1
+11940|2018| |4117|Artificial|Estadual|2|0
+12018|2018| |3790|Artificial|Estadual|2|0
+12055|2018|PCH Edgard de Souza (Repotenciação)|23082|Artificial|Estadual|2|0
+12069|2018| |7727|Natural|Estadual|2|1
+12072|2018|Barragem Fosfértil|4107|Artificial|Estadual|2|0
+12079|2018| |7754|Natural|Estadual|2|1
+12081|2018| |7737|Natural|Estadual|2|1
+12097|2018|Córrego da Onça|8120|Natural|Estadual|2|1
+12101|2018| |7759|Natural|Estadual|2|1
+12122|2018| |7707|Natural|Estadual|2|1
+12128|2018| |7819|Natural|Estadual|2|1
+12134|2018|Lagoa do Valinho|7995|Natural|Estadual|2|1
+12144|2018| |7966|Natural|Estadual|2|1
+12147|2018|Lagoa Grande|7941|Natural|Estadual|2|1
+12171|2018| |8085|Natural|Estadual|2|1
+12261|2018| |8244|Natural|Estadual|2|1
+12291|2018| |3508|Artificial|Estadual|2|0
+12295|2018| |7859|Natural|Estadual|2|1
+12300|2018| |7814|Natural|Estadual|2|1
+12305|2018| |8058|Natural|Estadual|2|1
+12310|2018| |7767|Natural|Estadual|2|1
+12316|2018| |8304|Natural|Estadual|2|1
+12320|2018| |3674|Natural|Estadual|2|1
+12353|2018|Barragem Rio Passaúna|7953|Artificial|Estadual|2|0
+12366|2018| |7827|Natural|Estadual|2|1
+12427|2018| |8126|Artificial|Estadual|2|0
+12484|2018| |8160|Natural|Estadual|2|1
+12552|2018| |8176|Natural|Estadual|2|1
+12622|2018| |7849|Natural|Estadual|2|1
+12643|2018|Rio BaÃa|8168|Natural|Estadual|2|1
+12734|2018| |11772|Natural|Estadual|2|1
+12848|2018|Barragem Fosfértil|4104|Artificial|Estadual|2|0
+12877|2018| |7877|Natural|Estadual|2|1
+12913|2018| |7718|Natural|Estadual|2|1
+12916|2018| |7712|Natural|Estadual|2|1
+12938|2018|Lagoa do Português|8118|Natural|Estadual|2|1
+12957|2018| |3890|Artificial|Estadual|2|0
+12972|2018| |7871|Natural|Estadual|2|1
+12994|2018|Represa Billings|3454|Artificial|Estadual|2|0
+13013|2018|Lagoa Paraguaia|8148|Natural|Estadual|2|1
+13025|2018| |7975|Natural|Estadual|2|1
+13052|2018| |7774|Natural|Estadual|2|1
+13061|2018|UHE Corumbá IV|8252|Artificial|Estadual|2|0
+13093|2018|Lagoa Itararé|7933|Natural|Estadual|2|1
+13139|2018| |8016|Artificial|Estadual|2|0
+13165|2018| |7700|Natural|Estadual|2|1
+13177|2018| |8392|Natural|Estadual|2|1
+13239|2018| |7936|Natural|Estadual|2|1
+13265|2018| |11732|Natural|Estadual|2|1
+13299|2018|Barragem CBMM|4108|Artificial|Estadual|2|0
+13316|2018|UHE Nova Ponte|3794|Artificial|Estadual|2|0
+13324|2018| |11782|Natural|Estadual|2|1
+13333|2018| |11800|Artificial|Estadual|2|0
+13338|2018| |7955|Natural|Estadual|2|1
+13395|2018|Lagoa Santa Maria|8291|Natural|Estadual|2|1
+13423|2018| |7831|Natural|Estadual|2|1
+13442|2018|UHE Caçu|23050|Artificial|Estadual|2|0
+13446|2018| |7832|Natural|Estadual|2|1
+13449|2018|Barragem Fosfértil|4105|Artificial|Estadual|2|0
+13460|2018|Córrego da Divisa|8261|Natural|Estadual|2|1
+13473|2018| |3985|Artificial|Estadual|2|0
+13481|2018|Lagoa Segunda|8159|Natural|Estadual|2|1
+13485|2018| |7965|Natural|Estadual|2|1
+13521|2018| |3506|Natural|Estadual|2|1
+13526|2018| |11860|Artificial|Estadual|2|0
+13582|2018| |7708|Natural|Estadual|2|1
+13639|2018| |3783|Natural|Estadual|2|1
+13782|2018|Lagoa Fazenda Rio das Pedras|3493|Artificial|Estadual|2|0
+13798|2018| |7903|Natural|Estadual|2|1
+13803|2018| |7826|Natural|Estadual|2|1
+13830|2018|Barragem de Rejeito Mineração Catalão|8285|Artificial|Estadual|2|0
+13841|2018| |8290|Natural|Estadual|2|1
+13859|2018|UHE Três Irmãos|8099|Artificial|Estadual|2|0
+13926|2018| |3799|Artificial|Estadual|2|0
+13993|2018|UHE Amador Aguiar I|23047|Artificial|Estadual|2|0
+14125|2018| |3677|Natural|Estadual|2|1
+14245|2018| |7750|Natural|Estadual|2|1
+14335|2018|Represa Guarapiranga|3531|Artificial|Estadual|2|0
+14458|2018| |7694|Natural|Estadual|2|1
+14462|2018| |7802|Artificial|Estadual|2|0
+14486|2018|Represa Usina Santa Luiza|7942|Artificial|Estadual|2|0
+14506|2018| |11745|Natural|Estadual|2|1
+14532|2018| |8482|Artificial|Estadual|2|0
+14638|2018| |7778|Natural|Estadual|2|1
+14710|2018| |11759|Natural|Estadual|2|1
+14718|2018| |7967|Natural|Estadual|2|1
+14730|2018| |7960|Natural|Estadual|2|1
+14792|2018| |7780|Natural|Estadual|2|1
+14846|2018|Represa Ribeirão Cachoeirinha|3498|Artificial|Estadual|2|0
+14860|2018| |8183|Natural|Estadual|2|1
+14871|2018| |3786|Natural|Estadual|2|1
+14872|2018| |11797|Natural|Estadual|2|1
+14927|2018|Córrego das Éguas|8091|Natural|Estadual|2|1
+14973|2018| |3519|Natural|Estadual|2|1
+14988|2018| |3787|Artificial|Estadual|2|0
+14994|2018| |8133|Natural|Estadual|2|1
+15003|2018|UHE Promissão|8013|Artificial|Estadual|2|0
+15067|2018| |7988|Artificial|Estadual|2|0
+15075|2018|Lagoa Joaquim Medeiros|3948|Natural|Estadual|2|1
+15146|2018| |3584|Natural|Estadual|2|1
+15149|2018| |8149|Natural|Estadual|2|1
+15160|2018| |11792|Natural|Estadual|2|1
+15168|2018|Represa Doutor José Bonifácio Viana|7896|Artificial|Estadual|2|0
+15169|2018| |7891|Artificial|Estadual|2|0
+15198|2018|Lagoa do Mimoso|8302|Natural|Estadual|2|1
+15204|2018| |7898|Artificial|Estadual|2|0
+15205|2018| |7897|Artificial|Estadual|2|0
+15211|2018|Lagoa de CarapicuÃba|3533|Natural|Estadual|2|1
+15213|2018| |7904|Artificial|Estadual|2|0
+15220|2018| |8364|Natural|Estadual|2|1
+15243|2018| |7779|Artificial|Estadual|2|0
+15275|2018|Represa Córrego Vendinha|7932|Artificial|Estadual|2|0
+15289|2018|Lagoão|22803|Natural|Estadual|2|1
+15371|2018| |7880|Natural|Estadual|2|1
+15399|2018| |8325|Natural|Estadual|2|1
+15412|2018| |4033|Artificial|Estadual|2|0
+15430|2018| |7983|Artificial|Estadual|2|0
+15432|2018| |7757|Natural|Estadual|2|1
+15450|2018| |7722|Natural|Estadual|2|1
+15472|2018|UHE Barra dos Coqueiros|23049|Artificial|Estadual|2|0
+15514|2018| |7724|Natural|Estadual|2|1
+15623|2018| |8210|Artificial|Estadual|2|0
+15652|2018| |3906|Artificial|Estadual|2|0
+15664|2018| |11768|Natural|Estadual|2|1
+15722|2018| |11780|Natural|Estadual|2|1
+15749|2018| |7817|Natural|Estadual|2|1
+15752|2018|Barragem SIX Petrobrás|7655|Artificial|Estadual|2|0
+15769|2018|Lago Guanabara|3575|Natural|Estadual|2|1
+15784|2018| |22802|Natural|Estadual|2|1
+15785|2018| |7902|Natural|Estadual|2|1
+15787|2018| |8173|Natural|Estadual|2|1
+15797|2018| |7660|Artificial|Estadual|2|0
+15832|2018| |7699|Artificial|Estadual|2|0
+15880|2018| |7685|Artificial|Estadual|2|0
+15884|2018| |7980|Artificial|Estadual|2|0
+15911|2018|Lagoa Iturama|8288|Natural|Estadual|2|1
+15913|2018| |8179|Artificial|Estadual|2|0
+15933|2018| |7796|Natural|Estadual|2|1
+15968|2018|Represa Balneário da Amizade|8072|Artificial|Estadual|2|0
+15970|2018| |7982|Artificial|Estadual|2|0
+16011|2018|Represa Rio Novo|7978|Artificial|Estadual|2|0
+16012|2018|Represa de Sant'Ana|7912|Artificial|Estadual|2|0
+16019|2018| |8018|Natural|Estadual|2|1
+16025|2018|Represa Usina Santa Adélia|7948|Artificial|Estadual|2|0
+16061|2018| |7723|Natural|Estadual|2|1
+16071|2018| |7847|Natural|Estadual|2|1
+16121|2018| |7970|Natural|Estadual|2|1
+16188|2018| |7992|Artificial|Estadual|2|0
+16222|2018|Lagoa do Clube|3557|Natural|Estadual|2|1
+16255|2018| |8027|Natural|Estadual|2|1
+16276|2018| |8002|Artificial|Estadual|2|0
+16286|2018|Lagoa Maior|8123|Natural|Estadual|2|1
+16291|2018| |4115|Natural|Estadual|2|1
+16308|2018| |8011|Natural|Estadual|2|1
+16320|2018| |7846|Natural|Estadual|2|1
+16369|2018| |8195|Artificial|Estadual|2|0
+16441|2018| |8320|Natural|Estadual|2|1
+16444|2018|Lagoa Quarenta e Um|7841|Natural|Estadual|2|1
+16467|2018| |7661|Artificial|Estadual|2|0
+16483|2018|Represa Ribeirão das Tabocas|7928|Artificial|Estadual|2|0
+16485|2018|Represa de São José do Rio Preto|7816|Artificial|Estadual|2|0
+16491|2018|Lagoa Bonita|8202|Natural|Estadual|2|1
+16522|2018| |7858|Natural|Estadual|2|1
+16536|2018| |7905|Artificial|Estadual|2|0
+16539|2018| |11776|Natural|Estadual|2|1
+16566|2018| |7839|Natural|Estadual|2|1
+16583|2018|Lagoa Comprida|3476|Natural|Estadual|2|1
+16585|2018| |7806|Artificial|Estadual|2|0
+16611|2018| |7735|Natural|Estadual|2|1
+16628|2018| |8037|Artificial|Estadual|2|0
+16629|2018| |8170|Natural|Estadual|2|1
+16669|2018|Lagoa das Bichas|8310|Natural|Estadual|2|1
+16715|2018| |8323|Natural|Estadual|2|1
+16891|2018| |8034|Natural|Estadual|2|1
+16944|2018|Lagoa Assombrada|7850|Natural|Estadual|2|1
+16998|2018| |7883|Artificial|Estadual|2|0
+17023|2018| |8086|Natural|Estadual|2|1
+17062|2018| |8079|Natural|Estadual|2|1
+17081|2018| |11762|Artificial|Estadual|2|0
+17118|2018|UHE Salto do Rio Verdinho|23048|Artificial|Estadual|2|0
+17161|2018| |8329|Natural|Estadual|2|1
+17233|2018| |8138|Natural|Estadual|2|1
+17248|2018| |7785|Natural|Estadual|2|1
+17269|2018| |4079|Artificial|Estadual|2|0
+17292|2018| |8330|Natural|Estadual|2|1
+17329|2018| |11786|Artificial|Estadual|2|0
+17331|2018| |3990|Artificial|Estadual|2|0
+17345|2018| |8129|Natural|Estadual|2|1
+17405|2018|UHE Santa Clara|7663|Artificial|Estadual|2|0
+17423|2018|Lagoa Embaúba|8391|Natural|Estadual|2|1
+17474|2018| |8144|Natural|Estadual|2|1
+17499|2018| |7770|Natural|Estadual|2|1
+17544|2018| |7652|Natural|Estadual|2|1
+17558|2018| |4112|Natural|Estadual|2|1
+17607|2018|Lagoa Formosa|8227|Natural|Estadual|2|1
+17635|2018| |7997|Natural|Estadual|2|1
+17648|2018|UHE Mauá|23081|Artificial|Estadual|2|0
+17650|2018| |4046|Artificial|Estadual|2|0
+17655|2018|Lagoa do Ouro Branco|8033|Natural|Estadual|2|1
+17694|2018| |8194|Natural|Estadual|2|1
+17704|2018| |3894|Natural|Estadual|2|1
+17750|2018| |8178|Artificial|Estadual|2|0
+17766|2018| |7690|Artificial|Estadual|2|0
+17770|2018| |7672|Natural|Estadual|2|1
+17787|2018|PCH Mourão I|8101|Artificial|Estadual|2|0
+17794|2018| |8177|Artificial|Estadual|2|0
+17797|2018| |3779|Artificial|Estadual|2|0
+17833|2018| |4073|Artificial|Estadual|2|0
+17844|2018| |3782|Artificial|Estadual|2|0
+17864|2018|Represa Rio Verde|7957|Artificial|Estadual|2|0
+17866|2018|Açude da Bomba|7944|Artificial|Estadual|2|0
+17870|2018| |3928|Artificial|Estadual|2|0
+17872|2018| |3884|Artificial|Estadual|2|0
+17883|2018|Lago Paulo Gorski|8125|Artificial|Estadual|2|0
+17888|2018|PCH Ribeirão do Pinhal|3435|Artificial|Estadual|2|0
+17913|2018| |8147|Artificial|Estadual|2|0
+17923|2018|CGH São João II|11770|Artificial|Estadual|2|0
+17928|2018| |8287|Artificial|Estadual|2|0
+17930|2018| |3984|Artificial|Estadual|2|0
+17932|2018|CGH PG2|3883|Artificial|Estadual|2|0
+17934|2018|PCH São Jorge|7679|Artificial|Estadual|2|0
+17975|2018| |8319|Artificial|Estadual|2|0
+17976|2018| |8197|Artificial|Estadual|2|0
+17978|2018| |22800|Artificial|Estadual|2|0
+17993|2018|Ribeirão Mimoso|8399|Artificial|Estadual|2|0
+17995|2018| |3931|Artificial|Estadual|2|0
+18002|2018| |8087|Artificial|Estadual|2|0
+18010|2018|Represa Usina São Luiz|8052|Artificial|Estadual|2|0
+18011|2018|PCH Apucaraninha|8066|Artificial|Estadual|2|0
+18026|2018| |3474|Artificial|Estadual|2|0
+18030|2018|UHE Barra Bonita|7922|Artificial|Estadual|2|0
+18032|2018|UHE Assis Chateaubriand|8216|Artificial|Estadual|2|0
+18093|2018| |8166|Natural|Estadual|2|1
+18107|2018|Lagoa Ãgua Doce|8362|Natural|Estadual|2|1
+18155|2018|Represa do Córrego da Cabeceira Comprida|8096|Artificial|Estadual|2|0
+18258|2018|Lagoa da Vaca|8334|Natural|Estadual|2|1
+18275|2018|UHE Bariri|22759|Artificial|Estadual|2|0
+18309|2018|Represa Goiás Verde|3926|Artificial|Estadual|2|0
+18316|2018| |11753|Artificial|Estadual|2|0
+18322|2018| |3887|Artificial|Estadual|2|0
+18336|2018| |3900|Artificial|Estadual|2|0
+18337|2018| |3902|Artificial|Estadual|2|0
+18343|2018| |8082|Artificial|Estadual|2|0
+18345|2018| |3927|Artificial|Estadual|2|0
+18353|2018| |3910|Artificial|Estadual|2|0
+18383|2018| |3923|Artificial|Estadual|2|0
+18393|2018|CGH Laranja Doce|8071|Artificial|Estadual|2|0
+18394|2018|Represa Nova|3544|Artificial|Estadual|2|0
+18419|2018|Lago Fishing Park|7895|Artificial|Estadual|2|0
+18439|2018| |3909|Artificial|Estadual|2|0
+18440|2018| |3908|Artificial|Estadual|2|0
+18453|2018| |8075|Artificial|Estadual|2|0
+18486|2018| |8095|Artificial|Estadual|2|0
+18499|2018| |3914|Artificial|Estadual|2|0
+18516|2018| |11956|Artificial|Estadual|2|0
+18542|2018| |8315|Artificial|Estadual|2|0
+18559|2018|Barragem Lago Igapó I|8067|Artificial|Estadual|2|0
+18578|2018| |7670|Artificial|Estadual|2|0
+18580|2018|Represa Rio TatuÃ|7890|Artificial|Estadual|2|0
+18598|2018|CGH Itaquerê|7810|Artificial|Estadual|2|0
+18602|2018| |8024|Artificial|Estadual|2|0
+18608|2018|PCH Salto Curucaca II|8064|Artificial|Estadual|2|0
+18609|2018| |7987|Artificial|Estadual|2|0
+18632|2018| |3989|Artificial|Estadual|2|0
+18650|2018| |7993|Artificial|Estadual|2|0
+18656|2018|CGH Rio Preto|7651|Artificial|Estadual|2|0
+18665|2018| |8019|Artificial|Estadual|2|0
+18666|2018| |7783|Artificial|Estadual|2|0
+18677|2018| |8309|Artificial|Estadual|2|0
+18694|2018|Represa Fazenda Pizzato|7657|Artificial|Estadual|2|0
+18696|2018| |3876|Artificial|Estadual|2|0
+18740|2018|Represa Usina São Martinho|7940|Artificial|Estadual|2|0
+18759|2018| |7935|Artificial|Estadual|2|0
+18828|2018|Lagoa do Mato|8022|Artificial|Estadual|2|0
+18830|2018| |3916|Artificial|Estadual|2|0
+18831|2018| |8046|Artificial|Estadual|2|0
+18842|2018| |7945|Artificial|Estadual|2|0
+18890|2018| |8062|Artificial|Estadual|2|0
+18891|2018| |8193|Artificial|Estadual|2|0
+18928|2018| |4063|Artificial|Estadual|2|0
+18945|2018|PCH Jaguaricatu I|7972|Artificial|Estadual|2|0
+18962|2018|Represa Paramirim|3499|Artificial|Estadual|2|0
+18972|2018| |8211|Artificial|Estadual|2|0
+18993|2018| |3924|Artificial|Estadual|2|0
+19000|2018| |7973|Artificial|Estadual|2|0
+19006|2018| |3988|Artificial|Estadual|2|0
+19013|2018|Represa Fazenda da Grama|3489|Artificial|Estadual|2|0
+19065|2018|Represa Córrego Consulta|8035|Artificial|Estadual|2|0
+19081|2018|Represa Parque do Sabiá|8278|Artificial|Estadual|2|0
+19092|2018| |3526|Artificial|Estadual|2|0
+19106|2018| |3879|Artificial|Estadual|2|0
+19113|2018| |3885|Artificial|Estadual|2|0
+19116|2018|Represa São LuÃs|3446|Artificial|Estadual|2|0
+19143|2018| |4114|Artificial|Estadual|2|0
+19145|2018| |3877|Artificial|Estadual|2|0
+19150|2018| |7800|Artificial|Estadual|2|0
+19159|2018| |8250|Artificial|Estadual|2|0
+19163|2018| |3886|Artificial|Estadual|2|0
+19206|2018| |3898|Artificial|Estadual|2|0
+19235|2018| |3901|Artificial|Estadual|2|0
+19277|2018| |4070|Artificial|Estadual|2|0
+19283|2018| |3911|Artificial|Estadual|2|0
+19288|2018| |7900|Artificial|Estadual|2|0
+19332|2018|PCH Pirapora|3542|Artificial|Estadual|2|0
+19356|2018| |3930|Artificial|Estadual|2|0
+19362|2018|UHE Rasgão|3444|Artificial|Estadual|2|0
+19380|2018|Represa Cillos|3445|Artificial|Estadual|2|0
+19393|2018| |11771|Artificial|Estadual|2|0
+19446|2018|Represa Usina São João|3503|Artificial|Estadual|2|0
+19494|2018| |7889|Artificial|Estadual|2|0
+19495|2018|Açude Vidal Dias (PCH Xicão)|3577|Artificial|Estadual|2|0
+19497|2018| |3517|Artificial|Estadual|2|0
+19511|2018| |3987|Artificial|Estadual|2|0
+19537|2018| |8251|Artificial|Estadual|2|0
+19544|2018|PCH Cascata|3536|Artificial|Estadual|2|0
+19565|2018| |8259|Artificial|Estadual|2|0
+19568|2018| |8111|Artificial|Estadual|2|0
+19569|2018| |8065|Artificial|Estadual|2|0
+19593|2018|PCH Jorda Flor|3480|Artificial|Estadual|2|0
+19596|2018| |3554|Artificial|Estadual|2|0
+19624|2018| |3892|Artificial|Estadual|2|0
+19642|2018| |11861|Artificial|Estadual|2|0
+19645|2018| |8196|Artificial|Estadual|2|0
+19667|2018| |11740|Artificial|Estadual|2|0
+19669|2018|Represa Paraitinga|3562|Artificial|Estadual|2|0
+19684|2018|Represa Córrego Cruzeiro|3477|Artificial|Estadual|2|0
+19715|2018| |3993|Artificial|Estadual|2|0
+19721|2018| |3899|Artificial|Estadual|2|0
+19758|2018|Represa Areia Branca|3492|Artificial|Estadual|2|0
+19766|2018| |8209|Artificial|Estadual|2|0
+19790|2018|Represa do Vinte e Nove|7927|Artificial|Estadual|2|0
+19792|2018| |3541|Artificial|Estadual|2|0
+19794|2018|Represa Ribeirão Claro|3509|Artificial|Estadual|2|0
+19812|2018| |3488|Artificial|Estadual|2|0
+19818|2018| |8343|Artificial|Estadual|2|0
+19826|2018| |8397|Artificial|Estadual|2|0
+19855|2018| |11777|Artificial|Estadual|2|0
+19892|2018| |3515|Artificial|Estadual|2|0
+19897|2018| |8040|Artificial|Estadual|2|0
+19908|2018| |7777|Artificial|Estadual|2|0
+19918|2018| |3889|Artificial|Estadual|2|0
+19922|2018| |3561|Artificial|Estadual|2|0
+19938|2018|PCH Santa Maria|7886|Artificial|Estadual|2|0
+19939|2018| |8028|Artificial|Estadual|2|0
+19948|2018| |7794|Artificial|Estadual|2|0
+19966|2018| |7807|Artificial|Estadual|2|0
+19983|2018|Represa Usina Albertina|7937|Artificial|Estadual|2|0
+20014|2018| |8029|Artificial|Estadual|2|0
+20016|2018| |11764|Artificial|Estadual|2|0
+20062|2018| |7656|Artificial|Estadual|2|0
+20073|2018|PCH ParaÃso II|8262|Artificial|Estadual|2|0
+20081|2018|UHE Itupararanga|3439|Artificial|Estadual|2|0
+20089|2018| |3457|Artificial|Estadual|2|0
+20091|2018| |4075|Artificial|Estadual|2|0
+20119|2018| |7984|Artificial|Estadual|2|0
+20148|2018|Represa Euclides Morelli|3511|Artificial|Estadual|2|0
+20154|2018| |3893|Artificial|Estadual|2|0
+20172|2018| |7969|Artificial|Estadual|2|0
+20180|2018|Barragem Pedro Beicht|3530|Artificial|Estadual|2|0
+20193|2018| |11767|Artificial|Estadual|2|0
+20213|2018|Lago da Formiguinha|7658|Artificial|Estadual|2|0
+20224|2018|CGH Agropecuária Rio ParaÃso|8504|Artificial|Estadual|2|0
+20228|2018| |7946|Artificial|Estadual|2|0
+20231|2018| |7801|Artificial|Estadual|2|0
+20234|2018|PCH Santa Helena|3490|Artificial|Estadual|2|0
+20240|2018| |11769|Artificial|Estadual|2|0
+20249|2018|Represa Clube Náutico Araraquara|7931|Artificial|Estadual|2|0
+20276|2018| |7696|Artificial|Estadual|2|0
+20295|2018| |4064|Artificial|Estadual|2|0
+20298|2018|Represa Pesque e Pague Nello Zuntini|7999|Artificial|Estadual|2|0
+20308|2018|Barragem Usina Santa Rita|7923|Artificial|Estadual|2|0
+20316|2018| |3915|Artificial|Estadual|2|0
+20326|2018|Represa da Barra|7925|Artificial|Estadual|2|0
+20328|2018| |3540|Artificial|Estadual|2|0
+20331|2018|UHE Volta Grande|23139|Artificial|Estadual|2|0
+20333|2018| |7885|Artificial|Estadual|2|0
+20335|2018| |8026|Artificial|Estadual|2|0
+20339|2018| |7812|Artificial|Estadual|2|0
+20388|2018| |4001|Artificial|Estadual|2|0
+20394|2018| |8213|Artificial|Estadual|2|0
+20396|2018| |7986|Artificial|Estadual|2|0
+20399|2018| |4062|Artificial|Estadual|2|0
+20410|2018| |8007|Artificial|Estadual|2|0
+20415|2018| |8326|Artificial|Estadual|2|0
+20422|2018| |8152|Artificial|Estadual|2|0
+20424|2018|Barragem Fosfértil|4106|Artificial|Estadual|2|0
+20433|2018| |8280|Artificial|Estadual|2|0
+20451|2018| |11794|Artificial|Estadual|2|0
+20457|2018|Represa Horto Florestal de Sumaré|3491|Artificial|Estadual|2|0
+20464|2018|Represa Tabajara|3497|Artificial|Estadual|2|0
+20466|2018| |4078|Artificial|Estadual|2|0
+20469|2018|Represa Usina Lambari|7916|Artificial|Estadual|2|0
+20470|2018| |11789|Artificial|Estadual|2|0
+20476|2018| |7809|Artificial|Estadual|2|0
+20485|2018| |7929|Artificial|Estadual|2|0
+20487|2018|PCH São Bernardo|3574|Artificial|Estadual|2|0
+20488|2018|Represa Ãguas Claras|23077|Artificial|Estadual|2|0
+20493|2018|PCH Lago Azul|3882|Artificial|Estadual|2|0
+20512|2018| |7888|Artificial|Estadual|2|0
+20526|2018|UHE Porto Góes|23109|Artificial|Estadual|2|0
+20535|2018| |4061|Artificial|Estadual|2|0
+20537|2018| |7914|Artificial|Estadual|2|0
+20550|2018|Represa Bom Retiro|7926|Artificial|Estadual|2|0
+20553|2018| |8314|Artificial|Estadual|2|0
+20577|2018| |7913|Artificial|Estadual|2|0
+20586|2018|Barragem HermÃnio Ometto|3507|Artificial|Estadual|2|0
+20602|2018|Barragem do Rio PiuÃ|3556|Artificial|Estadual|2|0
+20606|2018|PCH Poço Fundo|3553|Artificial|Estadual|2|0
+20636|2018| |8199|Artificial|Estadual|2|0
+20644|2018| |8296|Artificial|Estadual|2|0
+20649|2018|Represa Ribeirão Boa Vista|3495|Artificial|Estadual|2|0
+20680|2018| |8190|Artificial|Estadual|2|0
+20714|2018| |7711|Natural|Estadual|2|1
+20769|2018| |8305|Natural|Estadual|2|1
+20780|2018| |3903|Artificial|Estadual|2|0
+20783|2018| |8137|Natural|Estadual|2|1
+20804|2018|Barragem Rio Atibainha|3546|Artificial|Estadual|2|0
+20835|2018|Salto Rio Chopim|7671|Natural|Estadual|2|1
+20837|2018| |4103|Natural|Estadual|2|1
+20861|2018| |7976|Artificial|Estadual|2|0
+20863|2018| |8214|Artificial|Estadual|2|0
+20880|2018| |11757|Natural|Estadual|2|1
+20891|2018| |8093|Natural|Estadual|2|1
+20903|2018|Represa Usina Vassununga|7924|Artificial|Estadual|2|0
+20917|2018| |8014|Artificial|Estadual|2|0
+20980|2018|Lagoa Branca|3520|Natural|Estadual|2|1
+20994|2018| |8056|Artificial|Estadual|2|0
+21007|2018| |7821|Natural|Estadual|2|1
+21033|2018| |8212|Natural|Estadual|2|1
+21047|2018| |8208|Artificial|Estadual|2|0
+21051|2018|Represa Ribeirão do Campo|3564|Artificial|Estadual|2|0
+21065|2018|Represa Usina São João|3501|Artificial|Estadual|2|0
+21073|2018| |4065|Artificial|Estadual|2|0
+21077|2018| |11751|Artificial|Estadual|2|0
+21084|2018| |8322|Artificial|Estadual|2|0
+21088|2018| |8003|Artificial|Estadual|2|0
+21100|2018| |7930|Artificial|Estadual|2|0
+21105|2018|Represa do Mirante|3500|Artificial|Estadual|2|0
+21114|2018| |8017|Artificial|Estadual|2|0
+21122|2018| |3936|Artificial|Estadual|2|0
+21139|2018| |3432|Artificial|Estadual|2|0
+21175|2018|Represa Usina Lambari|7915|Artificial|Estadual|2|0
+21193|2018| |8021|Natural|Estadual|2|1
+21205|2018| |11775|Natural|Estadual|2|1
+21218|2018|Córrego das Lagoas|8119|Artificial|Estadual|2|0
+21225|2018| |8156|Natural|Estadual|2|1
+21242|2018|Represa Rio JundiaÃ|3462|Artificial|Estadual|2|0
+21267|2018|PCH Batista Pilar|3481|Artificial|Estadual|2|0
+21293|2018| |7985|Artificial|Estadual|2|0
+21302|2018| |8201|Artificial|Estadual|2|0
+21408|2018|Represa Lindolpho Pio da Silva Dias|3459|Artificial|Estadual|2|0
+21412|2018| |4072|Artificial|Estadual|2|0
+21463|2018|PCH Lobo|7906|Artificial|Estadual|2|0
+21475|2018|Represa Córrego Santana|3478|Artificial|Estadual|2|0
+21487|2018| |3791|Artificial|Estadual|2|0
+21488|2018| |3919|Artificial|Estadual|2|0
+21524|2018| |3925|Artificial|Estadual|2|0
+21550|2018|UHE Fundão|23104|Artificial|Estadual|2|0
+21595|2018| |11801|Artificial|Estadual|2|0
+21611|2018|Represa Paulo de Paiva Castro|3537|Artificial|Estadual|2|0
+21655|2018|CGH Ester|3496|Artificial|Estadual|2|0
+21666|2018|Represa Taiaçupeba|3539|Artificial|Estadual|2|0
+21675|2018| |7668|Artificial|Estadual|2|0
+21704|2018|CGH Justus|8044|Artificial|Estadual|2|0
+21708|2018| |3907|Artificial|Estadual|2|0
+21733|2018| |7977|Artificial|Estadual|2|0
+21762|2018| |8342|Artificial|Estadual|2|0
+21784|2018|PCH Rochedo|8249|Artificial|Estadual|2|0
+21820|2018| |8374|Artificial|Estadual|2|0
+21823|2018| |8254|Artificial|Estadual|2|0
+21824|2018|UHE Rio do Peixe|3525|Artificial|Estadual|2|0
+21863|2018| |8481|Artificial|Estadual|2|0
+21869|2018|Reservatório Cebolão|23094|Artificial|Estadual|2|0
+21876|2018| |3438|Artificial|Estadual|2|0
+21907|2018| |3878|Artificial|Estadual|2|0
+21939|2018|Represa Rio Piraquara I|7686|Artificial|Estadual|2|0
+21944|2018| |8020|Artificial|Estadual|2|0
+21963|2018|Barragem EduÃno Sbardellini|3518|Artificial|Estadual|2|0
+21984|2018| |7703|Artificial|Estadual|2|0
+21992|2018|Reservatório Traição|23091|Artificial|Estadual|2|0
+21993|2018|Barragem João Leite|23062|Artificial|Estadual|2|0
+22009|2018|Represa Usina Jacarezinho|8049|Artificial|Estadual|2|0
+22016|2018| |8004|Artificial|Estadual|2|0
+22041|2018|Represa Usina Bonfim|7947|Artificial|Estadual|2|0
+22062|2018| |8200|Artificial|Estadual|2|0
+22074|2018|Represa Usina Nova América|7815|Artificial|Estadual|2|0
+22130|2018| |7743|Natural|Estadual|2|1
+22135|2018|PCH Jacaré Pepira|7911|Artificial|Estadual|2|0
+22138|2018|Lagoa Bonita|7842|Natural|Estadual|2|1
+22162|2018| |3800|Artificial|Estadual|2|0
+22172|2018| |22804|Artificial|Estadual|2|0
+22183|2018|Represa Velha|3543|Artificial|Estadual|2|0
+22201|2018|UHE Ibitinga|8008|Artificial|Estadual|2|0
+22231|2018| |3521|Artificial|Estadual|2|0
+22253|2018|Barragem de Rejeito Mineração Catalão|8284|Artificial|Estadual|2|0
+22278|2018|Lagoa da Cerca|8275|Natural|Estadual|2|1
+22284|2018|Represa Sucupira|8283|Artificial|Estadual|2|0
+22285|2018| |8045|Artificial|Estadual|2|0
+22288|2018| |7881|Natural|Estadual|2|1
+22292|2018| |3586|Natural|Estadual|2|1
+22357|2018| |8001|Artificial|Estadual|2|0
+22398|2018|Represa Fazenda Pontal|8366|Artificial|Estadual|2|0
+22401|2018| |3920|Artificial|Estadual|2|0
+22409|2018| |11785|Artificial|Estadual|2|0
+22415|2018| |8373|Artificial|Estadual|2|0
+22419|2018| |3881|Artificial|Estadual|2|0
+22421|2018| |8295|Artificial|Estadual|2|0
+22427|2018| |8277|Artificial|Estadual|2|0
+22430|2018| |11859|Artificial|Estadual|2|0
+22448|2018| |8375|Artificial|Estadual|2|0
+22466|2018| |8376|Artificial|Estadual|2|0
+22468|2018| |8328|Artificial|Estadual|2|0
+22477|2018| |8361|Artificial|Estadual|2|0
+22503|2018| |8267|Artificial|Estadual|2|0
+22548|2018| |3904|Artificial|Estadual|2|0
+22562|2018| |3905|Artificial|Estadual|2|0
+22564|2018|Açude do Moisés|8389|Artificial|Estadual|2|0
+22569|2018| |4077|Artificial|Estadual|2|0
+22578|2018| |8341|Artificial|Estadual|2|0
+22579|2018| |8332|Artificial|Estadual|2|0
+22581|2018| |8321|Artificial|Estadual|2|0
+22594|2018| |8299|Artificial|Estadual|2|0
+22606|2018| |11754|Artificial|Estadual|2|0
+22609|2018| |11758|Artificial|Estadual|2|0
+22657|2018|PCH Salto Natal|8100|Artificial|Estadual|2|0
+22660|2018| |8260|Artificial|Estadual|2|0
+22699|2018|UHE Amador Aguiar II|23045|Artificial|Estadual|2|0
+22702|2018| |8327|Artificial|Estadual|2|0
+22720|2018| |7893|Artificial|Estadual|2|0
--
GitLab
From 5e232a88319651cd73adb50e708f03689d0cf353 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 22 Apr 2019 09:32:31 -0300
Subject: [PATCH 05/41] Added confirmation prompt to remap
---
database/actions.py | 4 +--
database/database_table.py | 50 ++++++++++++++++++++++++++------------
manage.py | 4 +--
3 files changed, 39 insertions(+), 19 deletions(-)
diff --git a/database/actions.py b/database/actions.py
index 26733f1..522decb 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -87,12 +87,12 @@ def drop(table):
table.drop()
-def remap(table):
+def remap(table, auto_confirmation=True):
'''Applies change made in mapping protocols to database'''
table = gen_data_table(table, META)
table.map_from_database()
- table.remap()
+ table.remap(auto_confirmation)
def csv_from_tabbed(table_name, input_file, output_file, year, sep=';'):
table = gen_data_table(table_name, META)
diff --git a/database/database_table.py b/database/database_table.py
index ab81092..8771c75 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -599,7 +599,7 @@ class DatabaseTable(Table):
results = self.metadata.bind.execute(query).fetchall()
db_target_list = [t[1] for t in results]
- new_columns = [c for c in protocol_target_list if c not in db_target_list]
+ new_columns = [c for c in protocol_target_list if c not in db_target_list and c != '']
to_drop_columns = [c for c in db_target_list if c not in protocol_target_list]
update_columns = []
@@ -627,7 +627,7 @@ class DatabaseTable(Table):
return new_columns, to_drop_columns, update_columns
- def remap(self):
+ def remap(self, auto_confirmation=True):
'''
Checks mapping protocol for differences in table structure - then
attempts to apply differences according to what is recorded in the
@@ -651,27 +651,47 @@ class DatabaseTable(Table):
new_columns, to_drop_columns, update_columns = self.compare_mapping()
+ accept_new_columns, accept_drop_columns, accept_update_columns = [True for _ in range(3)]
+ if not auto_confirmation:
+ if new_columns:
+ print('The following columns will be CREATED:', ', '.join(new_columns))
+ prompt = input('Is it right (yes or no)? ')
+ accept_new_columns = prompt == 'yes' or prompt == 'y' or prompt == 1
+ if to_drop_columns:
+ print('The following columns will be DROPPED:', ', '.join(to_drop_columns))
+ prompt = input('Is it right (yes or no)? ')
+ accept_drop_columns = prompt == 'yes' or prompt == 'y' or prompt == 1
+ if update_columns:
+ update_list = [update_dict['name'] + ' -new name: ' + update_dict['new_name']
+ + ' -new type: ' + update_dict['new_type'] for update_dict in update_columns]
+ print('The following columns will be UPDATED:', ', '.join(update_list))
+ prompt = input('Is it right (yes or no)? ')
+ accept_update_columns = prompt == 'yes' or prompt == 'y' or prompt == 1
+
with self.metadata.bind.connect() as connection:
# Create new columns
- for column in new_columns:
- try:
- dbcolumn = self._protocol.dbcolumn_from_target(column)
- except InvalidTargetError:
- continue
+ if accept_new_columns:
+ for column in new_columns:
+ try:
+ dbcolumn = self._protocol.dbcolumn_from_target(column)
+ except InvalidTargetError:
+ continue
- self.add_column(dbcolumn[0], dbcolumn[1], column, bind=connection)
+ self.add_column(dbcolumn[0], dbcolumn[1], column, bind=connection)
# Drop columns
- for column in to_drop_columns:
- column_name = select([mtable.c.name]).where(mtable.c.target_name == column)
- column_name = connection.execute(column_name).fetchone()[0]
- if not column_name:
- continue
+ if accept_drop_columns:
+ for column in to_drop_columns:
+ column_name = select([mtable.c.name]).where(mtable.c.target_name == column)
+ column_name = connection.execute(column_name).fetchone()[0]
+ if not column_name:
+ continue
- self.drop_column(column_name, column, bind=connection)
+ self.drop_column(column_name, column, bind=connection)
# Update existing columns
- self.transfer_data(connection, update_columns)
+ if accept_update_columns:
+ self.transfer_data(connection, update_columns)
def _get_variable_target(self, original, year):
'''
diff --git a/manage.py b/manage.py
index 236e6a5..cb87c7c 100755
--- a/manage.py
+++ b/manage.py
@@ -45,9 +45,9 @@ def drop(table):
database.actions.drop(table)
@manager.command
-def remap(table):
+def remap(table, auto_confirmation=False):
'''Restructures a table to match the mapping protocol.'''
- database.actions.remap(table)
+ database.actions.remap(table, auto_confirmation)
@manager.command
def update_from_file(csv_file, table, year, columns=None, target_list=None, offset=2, sep=';',
--
GitLab
From 26f73452c576a4b0b759873dfdf4ebf5fe2e0284 Mon Sep 17 00:00:00 2001
From: jvfpw18 <jvfpw18@inf.ufpr.br>
Date: Mon, 20 May 2019 08:10:34 -0300
Subject: [PATCH 06/41] Change description of table_definitions/test_database
---
table_definitions/test_database.json | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/table_definitions/test_database.json b/table_definitions/test_database.json
index 6cbccda..76bb4ca 100644
--- a/table_definitions/test_database.json
+++ b/table_definitions/test_database.json
@@ -1,6 +1,6 @@
{
- "pairing_description": "Tabela de turmas",
- "data_source": "Microdados do Censo Escolar/INEP (arquivo Turmas)",
+ "pairing_description": "Tabela utilizada para testes",
+ "data_source": "Massa d' Ãgua Região Hidrográfica Parana - ANA - dados.gov.br",
"pk": ["id"],
"foreign_keys": [
{
--
GitLab
From 79f7455c68ce27e260e904cb5ca44625ef7ee5c9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 20 May 2019 09:27:30 -0300
Subject: [PATCH 07/41] Update sqlalchemy version
---
database/database_table.py | 6 +++---
database/types.py | 2 +-
requirements.txt | 10 +++++-----
3 files changed, 9 insertions(+), 9 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index 8771c75..d97bf54 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -570,10 +570,10 @@ class DatabaseTable(Table):
values = {}
for item in transfer_list:
- values[item['new_name']] = ttable.columns.get(item['new_name'])
+ temp_columns = [column for column in ttable.columns if column.key == item['new_name']]
+ values[item['new_name']] = select(temp_columns).where(list(self.primary_key.columns) == temp_pk_columns)
base_update = update(self).values(**values)
- for original_pk, temp_pk in zip(list(self.primary_key.columns), temp_pk_columns):
- base_update = base_update.where(original_pk == temp_pk)
+
connection.execute(base_update)
trans.commit()
diff --git a/database/types.py b/database/types.py
index 7cac079..a9e5be8 100644
--- a/database/types.py
+++ b/database/types.py
@@ -19,7 +19,7 @@ along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
'''
import re
-from sqlalchemy_monetdb.types import MONETDB_TYPE_MAP, TINYINT, DOUBLE_PRECISION
+from sqlalchemy_monetdb.monetdb_types import MONETDB_TYPE_MAP, TINYINT, DOUBLE_PRECISION
from sqlalchemy.ext.compiler import compiles
diff --git a/requirements.txt b/requirements.txt
index a244f0b..4ed7cb9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -8,8 +8,8 @@ jedi==0.10.2
lazy-object-proxy==1.3.1
manage.py==0.2.10
mccabe==0.6.1
-numpy==1.13.0
-pandas==0.20.2
+numpy==1.16.1
+pandas==0.24.2
pexpect==4.2.1
pickleshare==0.7.4
prompt-toolkit==1.0.14
@@ -17,15 +17,15 @@ ptyprocess==0.5.1
py==1.4.34
Pygments==2.2.0
pylint==1.7.1
-pymonetdb==1.0.6
+pymonetdb==1.1.1
PyMySQL==0.7.11
pytest==3.2.3
python-dateutil==2.6.0
pytz==2017.2
simplegeneric==0.8.1
six==1.11.0
-SQLAlchemy==1.1.14
-sqlalchemy-monetdb==0.9.3
+SQLAlchemy==1.2.19
+sqlalchemy-monetdb==1.0.0
traitlets==4.3.2
wcwidth==0.1.7
wrapt==1.10.10
--
GitLab
From 102d696ffeb9e50a1becdd5f4a4b829982461f00 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 27 May 2019 09:26:33 -0300
Subject: [PATCH 08/41] Better support for multiple tables update
---
database/database_table.py | 19 ++++++++++---------
requirements.txt | 2 +-
2 files changed, 11 insertions(+), 10 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index d97bf54..e5a083c 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -532,13 +532,13 @@ class DatabaseTable(Table):
def transfer_data(self, connection, transfer_list):
'''
- Receives a list of columns to be transfered. Transfered columns are backed up,
- removed, added with new parameters and then repopulated.
- transfer_list must be a list of dictionaries with the following fields:
- name - the name of the original column;
- new_name - name for the new column. If None is passed, original name is used;
- new_type - type for the new column. If None is passed, original type is used.
- '''
+ Receives a list of columns to be transfered. Transfered columns are backed up,
+ removed, added with new parameters and then repopulated.
+ transfer_list must be a list of dictionaries with the following fields:
+ name - the name of the original column;
+ new_name - name for the new column. If None is passed, original name is used;
+ new_type - type for the new column. If None is passed, original type is used.
+ '''
if not transfer_list:
return
pk_columns = list(self.primary_key.columns)
@@ -570,9 +570,10 @@ class DatabaseTable(Table):
values = {}
for item in transfer_list:
- temp_columns = [column for column in ttable.columns if column.key == item['new_name']]
- values[item['new_name']] = select(temp_columns).where(list(self.primary_key.columns) == temp_pk_columns)
+ values[item['new_name']] = ttable.columns.get(item['new_name'])
base_update = update(self).values(**values)
+ for original_pk, temp_pk in zip(list(self.primary_key.columns), temp_pk_columns):
+ base_update = base_update.where(original_pk == temp_pk)
connection.execute(base_update)
diff --git a/requirements.txt b/requirements.txt
index 4ed7cb9..17b7dfa 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -25,7 +25,7 @@ pytz==2017.2
simplegeneric==0.8.1
six==1.11.0
SQLAlchemy==1.2.19
-sqlalchemy-monetdb==1.0.0
+-e git://github.com/jvwinandy/sqlalchemy-monetdb.git@1.0.1#egg=sqlalchemy-monetdb
traitlets==4.3.2
wcwidth==0.1.7
wrapt==1.10.10
--
GitLab
From 1c3e3b71ca3108d28a1921d9f4fdf7da9c2a458a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 27 May 2019 11:24:36 -0300
Subject: [PATCH 09/41] Update requirements
---
database/database_table.py | 14 ++++++------
requirements.txt | 46 +++++++++++++++++++-------------------
2 files changed, 30 insertions(+), 30 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index e5a083c..64ef5ee 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -532,13 +532,13 @@ class DatabaseTable(Table):
def transfer_data(self, connection, transfer_list):
'''
- Receives a list of columns to be transfered. Transfered columns are backed up,
- removed, added with new parameters and then repopulated.
- transfer_list must be a list of dictionaries with the following fields:
- name - the name of the original column;
- new_name - name for the new column. If None is passed, original name is used;
- new_type - type for the new column. If None is passed, original type is used.
- '''
+ Receives a list of columns to be transfered. Transfered columns are backed up,
+ removed, added with new parameters and then repopulated.
+ transfer_list must be a list of dictionaries with the following fields:
+ name - the name of the original column;
+ new_name - name for the new column. If None is passed, original name is used;
+ new_type - type for the new column. If None is passed, original type is used.
+ '''
if not transfer_list:
return
pk_columns = list(self.primary_key.columns)
diff --git a/requirements.txt b/requirements.txt
index 17b7dfa..7c18f5d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,33 +1,33 @@
-astroid==1.5.3
-coverage==4.4.1
-decorator==4.0.11
-ipython==6.1.0
+astroid==2.2.5
+coverage==4.5.3
+decorator==4.4.0
+ipython==7.5.0
ipython-genutils==0.2.0
-isort==4.2.15
-jedi==0.10.2
-lazy-object-proxy==1.3.1
+isort==4.3.20
+jedi==0.13.3
+lazy-object-proxy==1.4.1
manage.py==0.2.10
mccabe==0.6.1
-numpy==1.16.1
+numpy==1.16.3
pandas==0.24.2
-pexpect==4.2.1
-pickleshare==0.7.4
-prompt-toolkit==1.0.14
-ptyprocess==0.5.1
-py==1.4.34
-Pygments==2.2.0
-pylint==1.7.1
+pexpect==4.7.0
+pickleshare==0.7.5
+prompt-toolkit==2.0.9
+ptyprocess==0.6.0
+py==1.8.0
+Pygments==2.4.1
+pylint==2.3.1
pymonetdb==1.1.1
-PyMySQL==0.7.11
-pytest==3.2.3
-python-dateutil==2.6.0
-pytz==2017.2
+PyMySQL==0.9.3
+pytest==4.5.0
+python-dateutil==2.8.0
+pytz==2019.1
simplegeneric==0.8.1
-six==1.11.0
+six==1.12.0
SQLAlchemy==1.2.19
-e git://github.com/jvwinandy/sqlalchemy-monetdb.git@1.0.1#egg=sqlalchemy-monetdb
traitlets==4.3.2
wcwidth==0.1.7
-wrapt==1.10.10
-xlrd==1.0.0
-XlsxWriter==0.9.8
+wrapt==1.11.1
+xlrd==1.2.0
+XlsxWriter==1.1.8
--
GitLab
From 002520306551f0d1dd86739639a911151d5d6aea Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 28 May 2019 08:18:31 -0300
Subject: [PATCH 10/41] Fix update_from_file when columns are not specified
---
database/actions.py | 2 +-
tests/database_test.py | 41 +++++++++++++++++++++++++----------------
2 files changed, 26 insertions(+), 17 deletions(-)
diff --git a/database/actions.py b/database/actions.py
index 522decb..83ee1ed 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -112,7 +112,7 @@ def update_from_file(file_name, table, year, columns=None,
raise MissingTableError(table.name)
if columns is None:
- columns = []
+ columns = [c.name for c in table.columns]
with ENGINE.connect() as connection:
trans = connection.begin()
diff --git a/tests/database_test.py b/tests/database_test.py
index dbca956..561f2f9 100755
--- a/tests/database_test.py
+++ b/tests/database_test.py
@@ -62,6 +62,18 @@ def compare_columns(table, verify_csv, error_string):
str(c.type), verify_columns_df[verify_columns_df['name'] == c.name]['type'])
print(c.name, c.type)
+def compare_data(table, verify_csv, error_string):
+ print("Executing fetchall query:")
+ with ENGINE.connect() as connection:
+ sel = select([table]).order_by(table.c.id)
+ result = connection.execute(sel)
+ content = result.fetchall()
+ print('Initializing data verification:\n')
+ verify_table = pd.read_csv(verify_csv, sep='|')
+ verify_content = list(verify_table.itertuples(index=False, name=None))
+ if verify_content != content:
+ raise VerificationFailed('Something went wrong, please rerun in debug mode.' + error_string)
+
def test_creation():
if not ENGINE.dialect.has_table(ENGINE, 'test_reference'):
database.actions.execute_sql_script('test_reference.sql')
@@ -84,22 +96,10 @@ def test_creation():
def test_insert():
print('Testing insert of data', csvpath)
database.actions.insert(csvpath, table_test, '2018', delimiters=[',', '\\n', '"'], null='')
- print("Executing fetchall query:")
- with ENGINE.connect() as connection:
- table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
- sel = select([table]).order_by(table.c.id)
- result = connection.execute(sel)
- content = result.fetchall()
- if content:
- print('Initializing data verification:\n')
- verify_table = pd.read_csv('./tests/database_test_data/verify_data_insert.csv', sep='|')
- verify_content = list(verify_table.itertuples(index=False, name=None))
- if verify_content == content:
- print('INSERTION SUCCESS!\n\n')
- else:
- raise VerificationFailed('Something went wrong, Verification failed during insert')
- else:
- raise VerificationFailed("Something went wrong. Please rerun in DEBUG mod. INSERTION FAILED")
+
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ compare_data(table, './tests/database_test_data/verify_data_insert.csv', 'INSERTION VERIFICATION FAILED')
+ print('INSERTION SUCCESS!\n\n')
def test_remap_without_changes():
print('Testing a remap without changes:')
@@ -130,6 +130,14 @@ def test_remap_with_all_changes():
mapping_df_original.to_csv(protocol_path)
print('REMAP WITH ALL POSSIBLE CHANGES CHANGES SUCCESS!\n\n')
+def test_update_from_file():
+ print('\nTesting an update from file:')
+ database.actions.update_from_file(csvpath, table_test, '2018', delimiters=[',', '\\n', '"'])
+
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ compare_data(table, './tests/database_test_data/verify_data_insert.csv', 'UPDATE FROM FILE VERIFICATION FAILED')
+ print('UPDATE FROM FILE SUCCESS!\n\n')
+
def test_drop():
print("Dropping table", table_test)
database.actions.drop(table_test)
@@ -153,6 +161,7 @@ def test_all():
@manager.command()
def remap_all():
test_remap_with_all_changes()
+ test_update_from_file()
test_drop()
--
GitLab
From 2c9330cd3ba0e04351b25d34bfacfe3e56911011 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 28 May 2019 08:57:37 -0300
Subject: [PATCH 11/41] Add verification data to update_from_file test
---
tests/database_test.py | 2 +-
.../database_test_data/verify_data_update.csv | 1059 +++++++++++++++++
2 files changed, 1060 insertions(+), 1 deletion(-)
create mode 100644 tests/database_test_data/verify_data_update.csv
diff --git a/tests/database_test.py b/tests/database_test.py
index 561f2f9..d6201bd 100755
--- a/tests/database_test.py
+++ b/tests/database_test.py
@@ -135,7 +135,7 @@ def test_update_from_file():
database.actions.update_from_file(csvpath, table_test, '2018', delimiters=[',', '\\n', '"'])
table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
- compare_data(table, './tests/database_test_data/verify_data_insert.csv', 'UPDATE FROM FILE VERIFICATION FAILED')
+ compare_data(table, './tests/database_test_data/verify_data_update.csv', 'UPDATE FROM FILE VERIFICATION FAILED')
print('UPDATE FROM FILE SUCCESS!\n\n')
def test_drop():
diff --git a/tests/database_test_data/verify_data_update.csv b/tests/database_test_data/verify_data_update.csv
new file mode 100644
index 0000000..e23243d
--- /dev/null
+++ b/tests/database_test_data/verify_data_update.csv
@@ -0,0 +1,1059 @@
+id|ano|nome|tipo|adm|adm_id|random_string|esp_id
+2|2018|Represa do Descoberto|Artificial|Federal|1|mzeac|8255
+14|2018|UHE Rosana|Artificial|Federal|1|lwyoatwt|8107
+23|2018|UHE Canoas II|Artificial|Federal|1|sovogkygri|22900
+27|2018|UHE Salto Osório|Artificial|Federal|1|nxhimmrytnrf|7673
+39|2018|Represa Santa Maria|Artificial|Federal|1|tqyphlz|3946
+67|2018|Lagoa São João|Natural|Federal|1|wcnpqmya|11871
+70|2018|UHE Salto Grande|Artificial|Federal|1|bwgyjijn|8053
+80|2018|Represa HercÃlio Nardi e Albino Perin|Artificial|Federal|1|rqnrl|3912
+157|2018|UHE Ourinhos|Artificial|Federal|1|wuptmsnjfc|23122
+159|2018|UHE Paranapanema|Artificial|Federal|1|zpudggeboy|23088
+173|2018|UHE Canoas I|Artificial|Federal|1|hwxuphddpkqw|23036
+175|2018|UHE Porto Colômbia|Artificial|Federal|1|gqt|8276
+207|2018|UHE Americana|Artificial|Federal|1|jhzff|3494
+247|2018|UHE Governador Bento Munhoz da Rocha Neto|Artificial|Federal|1|fvsakywd|7659
+248|2018|Lagoa do Sossego|Natural|Federal|1|dlcp|11727
+251|2018| |Artificial|Federal|1|syjekho|4083
+258|2018|UHE Furnas|Artificial|Federal|1|aaomnd|3460
+260|2018|UHE Governador José Richa|Artificial|Federal|1|txnecf|7674
+264|2018|UHE Emborcação|Artificial|Federal|1|xmlabaegovu|21665
+266|2018|UHE Salto Santiago|Artificial|Federal|1|hscbiagulspwupk|7664
+288|2018|UHE Batalha|Artificial|Federal|1|qlwprkibuikrfb|23060
+309|2018|Represa Agriter I|Artificial|Federal|1|hltjdmysqppgc|3921
+321|2018| |Natural|Federal|1|kywvyplfwkgrc|11868
+328|2018|UHE Corumbá I|Artificial|Federal|1|hnzwamsh|8240
+329|2018|UHE Itumbiara|Artificial|Federal|1|ykoyehunevkfpgq|8228
+339|2018|UHE Caconde|Artificial|Federal|1|fsszvgfh|3434
+351|2018|UHE Marechal Mascarenhas de Moraes|Artificial|Federal|1|lshiccgre|3529
+355|2018|UHE São Simão|Artificial|Federal|1|czaunauahp|8293
+366|2018|UHE Porto Primavera|Artificial|Federal|1|saf|7773
+414|2018|UHE Marimbondo|Artificial|Federal|1|ddqebji|8042
+419|2018|UHE Ãgua Vermelha|Artificial|Federal|1|dwlixfab|8292
+433|2018|UHE Chavantes|Artificial|Federal|1|ltiqspdjvvarh|7994
+437|2018|UHE Serra do Facão|Artificial|Federal|1|ipnognnrmktd|23059
+450|2018|UHE Governador Ney Aminthas de Barros Braga|Artificial|Federal|1|pgxttw|7337
+458|2018|UHE Jurumirim|Artificial|Federal|1|fqlmixktuabiqzn|8217
+464|2018|UHE Camargos|Artificial|Federal|1|lszvgf|3578
+468|2018|UHE Capivara|Artificial|Federal|1|fkjuiomzzaw|8074
+480|2018|UHE Ilha Solteira|Artificial|Federal|1|zelufafbzavif|8242
+487|2018|UHE Itutinga|Artificial|Federal|1|omdjnpivef|3595
+489|2018|UHE Cachoeira Dourada|Artificial|Federal|1|hcp|8398
+490|2018|Represa Fazenda Pamplona|Artificial|Federal|1|ekdmnppiafjq|3922
+495|2018|UHE Jupiá|Artificial|Federal|1|ienuqzsppjg|8124
+507|2018|UHE Paranoá|Artificial|Federal|1|fdfszhsqqh|3945
+528|2018|UHE Jaguara|Artificial|Federal|1|ozanaulocwodm|3793
+547|2018|UHE Funil|Artificial|Federal|1|agviwukkxxeaxj|3581
+549|2018|UHE Volta Grande|Artificial|Federal|1|qvlseprbitn|21663
+596|2018|Barragem Fazenda Poço Claro ou Lamerão|Artificial|Federal|1|riqkrs|3934
+610|2018|Barragem na Ãrea A Módulo 12 do PADF|Artificial|Federal|1|ibiywd|23126
+645|2018|UHE Taquaruçu|Artificial|Federal|1|qcuhs|8106
+719|2018|UHE Estreito|Artificial|Federal|1|kaebpketpzxid|3792
+725|2018|UHE Euclides da Cunha|Artificial|Federal|1|ntrdndpoakx|3522
+733|2018|Represa no Ribeirão das Antas|Artificial|Federal|1|wylopxwu|3551
+741|2018|UHE Piraju|Artificial|Federal|1|qistox|7990
+764|2018|UHE Limoeiro|Artificial|Federal|1|uipvlgfxhjm|3523
+807|2018|UHE Igarapava|Artificial|Federal|1|glafxuzpyty|23037
+855|2018|UHE Itaipu|Artificial|Federal|1|rnih|11735
+970|2018|UHE Rolador|Artificial|Federal|1|oou|23114
+982|2018|Barragem Rio Cachoeira|Artificial|Federal|1|ehlrgwa|3549
+1039|2018|UHE Eloy Chaves|Artificial|Federal|1|xze|23113
+1047|2018|Represa Usina de Atibaia|Artificial|Federal|1|pifzmvd|3545
+1048|2018|PCH Padre Carlos|Artificial|Federal|1|lwxwmjikzwgsod|23117
+1077|2018|PCH Retiro Velho|Artificial|Federal|1|mcopgtp|23052
+1096|2018| |Natural|Federal|1|lnreel|11742
+1117|2018|Barragem no Ribeirão Samambaia|Artificial|Federal|1|axagrwizcrf|3938
+1128|2018|CGH São José|Artificial|Federal|1|wxrepvficeneml|3449
+1208|2018| |Natural|Federal|1|zsdbkwrzuxbeej|8263
+1252|2018|Lagoa dos Padres|Natural|Federal|1|vjqymkssbbxinp|11726
+1355|2018|Lagoa do Jacaré|Natural|Federal|1|qyihlxtihivejnu|11872
+1491|2018|Lagoa Jatobá|Natural|Federal|1|snr|11869
+1767|2018|PCH Planalto|Artificial|Federal|1|fvumwwnejsors|23053
+1782|2018|Represa Agriter II|Artificial|Federal|1|eio|3913
+1824|2018| |Natural|Federal|1|uupvoqquedxu|3588
+1834|2018|Barragem Rio JacareÃ-Jaguari|Artificial|Federal|1|glzqstbwvqfrgzh|3458
+1839|2018|UHE Jaguari|Artificial|Federal|1|gjsxnvwkaycl|23115
+1945|2018| |Artificial|Estadual|2|cjycryunrnxiofi|7894
+2382|2018|PCH Antas I|Artificial|Federal|1|umfmenksmx|23129
+2447|2018|Lagoa Azul|Natural|Federal|1|caksg|11743
+2461|2018| |Natural|Estadual|2|rgemgiupopj|7715
+2531|2018| |Artificial|Estadual|2|zqb|3937
+2544|2018| |Artificial|Estadual|2|ugkuvjgulelmfu|8205
+2571|2018|CGH Bortolan|Artificial|Federal|1|bggfdgobzby|3524
+2578|2018|Lagoa Xambré|Natural|Federal|1|nhodcorcwmwk|11870
+2581|2018| |Artificial|Estadual|2|jzxht|3935
+2593|2018|Reservatório Penha|Artificial|Estadual|2|pkqimzvyh|3534
+2618|2018|PCH Mogi-Guaçu|Artificial|Federal|1|ozqwxkme|3436
+2668|2018|Barragem Fazenda São Jacó|Artificial|Federal|1|jujjpnwbfzyb|3939
+2761|2018|Lagoa Saraiva|Natural|Federal|1|ryywwoo|11866
+2792|2018| |Natural|Estadual|2|jrbbbfovgng|7734
+2793|2018|Lagoa do Chato|Natural|Estadual|2|hmqdmihohp|8359
+2796|2018| |Natural|Estadual|2|bghbg|8235
+2804|2018| |Natural|Estadual|2|cypoqdfktk|7901
+2815|2018| |Natural|Estadual|2|fcatpt|7961
+2826|2018| |Natural|Estadual|2|eckrqzisesjeuvy|8080
+2831|2018| |Natural|Estadual|2|hsydfcilwejmg|8273
+2862|2018| |Natural|Estadual|2|cmdrfal|8266
+2869|2018|Lagoa Segunda|Natural|Estadual|2|tatwito|8155
+2908|2018| |Artificial|Estadual|2|mbhcthmvmfl|8483
+2921|2018|Lago Rio Tietê|Natural|Estadual|2|mmxcuahqadt|3440
+2924|2018|Lagoa do Tabuão|Natural|Estadual|2|jckix|3433
+2933|2018| |Natural|Estadual|2|kqeewsxxfe|8186
+2957|2018| |Natural|Estadual|2|sad|8114
+2976|2018|Lagoa Limpa|Natural|Estadual|2|efcz|8038
+2985|2018| |Natural|Estadual|2|ssnprswqu|7784
+2995|2018| |Artificial|Estadual|2|lbevhtfoukkflpl|8181
+3008|2018| |Artificial|Estadual|2|dtzfsy|8143
+3023|2018| |Natural|Estadual|2|doqtvhsenomuox|7732
+3046|2018| |Natural|Estadual|2|wmaxuzrwaxnkk|7820
+3075|2018| |Natural|Estadual|2|ojkbnf|8103
+3102|2018|PCH Bom Jardim|Artificial|Estadual|2|ujqbvyzfmwonef|8279
+3118|2018| |Natural|Estadual|2|hypbimqizmiwwr|7739
+3125|2018| |Natural|Estadual|2|wnvj|7838
+3155|2018| |Artificial|Estadual|2|sijtkfr|3891
+3157|2018| |Natural|Estadual|2|erhhb|3552
+3161|2018| |Natural|Estadual|2|asee|8136
+3167|2018| |Natural|Estadual|2|kosit|3929
+3202|2018| |Natural|Estadual|2|jeeavxspsr|8174
+3209|2018| |Natural|Estadual|2|zts|7788
+3248|2018| |Natural|Estadual|2|bvesvanta|7798
+3250|2018| |Artificial|Estadual|2|xirfnlmfu|8340
+3275|2018| |Natural|Estadual|2|wrxuamebifvhzlt|11755
+3289|2018|Lago Rio Tietê|Natural|Estadual|2|ekrr|3441
+3311|2018| |Natural|Estadual|2|adzqehetmn|8264
+3383|2018|Lago Maracá|Natural|Estadual|2|divtbu|8025
+3386|2018| |Natural|Estadual|2|nklmkhvia|7833
+3408|2018| |Artificial|Estadual|2|ucyq|3888
+3412|2018| |Natural|Estadual|2|ikmgvracq|7872
+3461|2018| |Artificial|Estadual|2|igshcfiwkrffudv|7979
+3465|2018|Lagoa Bonita|Natural|Estadual|2|yrmistctzlxum|3949
+3469|2018| |Natural|Estadual|2|vtbkcsnwpfbuzho|8215
+3475|2018| |Artificial|Estadual|2|rihqoitib|8396
+3498|2018| |Artificial|Estadual|2|geabnzwqsmytk|8005
+3535|2018| |Artificial|Estadual|2|txnbfkc|8006
+3537|2018| |Natural|Estadual|2|kzdqixdhgna|8078
+3568|2018| |Artificial|Estadual|2|uqev|7991
+3596|2018| |Artificial|Estadual|2|jszjtgvqarzgbqo|8140
+3629|2018| |Natural|Estadual|2|qgl|3487
+3631|2018| |Natural|Estadual|2|vjxjrw|8204
+3644|2018|Lago Rio Tietê|Natural|Estadual|2|sgltqaypxhncwth|3443
+3669|2018| |Natural|Estadual|2|ikdrgzuxmmtrnih|7678
+3688|2018| |Natural|Estadual|2|rrzhbmvmzzq|7697
+3696|2018| |Artificial|Estadual|2|ijfzm|8043
+3742|2018| |Artificial|Estadual|2|zswm|8258
+3769|2018| |Artificial|Estadual|2|ajylxfujp|8192
+3772|2018| |Artificial|Estadual|2|mheulznynqslstc|8127
+3780|2018| |Natural|Estadual|2|sxw|8060
+3801|2018| |Natural|Estadual|2|evagjytmrypvm|11788
+3808|2018| |Natural|Estadual|2|mcqsbsaevvy|7776
+3813|2018| |Natural|Estadual|2|xoitsrc|7769
+3820|2018| |Natural|Estadual|2|qircmyzk|3516
+3822|2018| |Natural|Estadual|2|gzdjvgycczntvis|7775
+3836|2018| |Natural|Estadual|2|jhjthmqwvubgfi|7949
+3873|2018|Barragem Guariroba|Artificial|Estadual|2|uktwjneydqsyyvn|11799
+3905|2018|Represa de José Jorge|Artificial|Estadual|2|objkylofp|8054
+3913|2018|Represa Ribeirão do Alegre|Artificial|Estadual|2|oihsduutelwrh|8055
+3921|2018|Represa Usina SeverÃnia|Artificial|Estadual|2|hlaxrmmvs|8039
+3927|2018| |Natural|Estadual|2|zdpkzh|8032
+3950|2018|Lagoa do Grilo|Natural|Estadual|2|nou|8303
+4007|2018|Represa Usina Colombo|Artificial|Estadual|2|axgchyxp|8010
+4016|2018| |Natural|Estadual|2|ndhjgqf|8339
+4018|2018| |Natural|Estadual|2|wxs|7857
+4019|2018| |Natural|Estadual|2|fozabfpbozrwk|7964
+4033|2018| |Natural|Estadual|2|iph|7813
+4050|2018| |Natural|Estadual|2|toymkev|7834
+4053|2018|Barragem Rio Harmonia|Artificial|Estadual|2|sicvyp|8047
+4091|2018| |Natural|Estadual|2|eloud|8355
+4129|2018|Represa Três Barras|Artificial|Estadual|2|ermqtaqnl|8051
+4138|2018| |Natural|Estadual|2|ewjiazhhvpgvc|7939
+4155|2018|Represa Usina Nardini|Artificial|Estadual|2|hknvzoao|8009
+4160|2018| |Natural|Estadual|2|pgcye|7698
+4171|2018| |Natural|Estadual|2|efg|22731
+4183|2018| |Natural|Estadual|2|uibk|11763
+4204|2018|Lagoa do Jacaré|Natural|Estadual|2|fmtm|8360
+4209|2018| |Natural|Estadual|2|dhkrakhmttbfr|11781
+4220|2018| |Natural|Estadual|2|qzqdqxuzqlvdzps|7844
+4226|2018| |Natural|Estadual|2|upopohuk|7835
+4261|2018| |Natural|Estadual|2|estgfmo|7996
+4274|2018| |Natural|Estadual|2|igimmru|7919
+4282|2018| |Natural|Estadual|2|wmqiaef|7829
+4288|2018|Lagoa Bambu|Natural|Estadual|2|gxvgxykoaxccf|7843
+4301|2018| |Artificial|Estadual|2|jeaotvfj|3798
+4310|2018| |Artificial|Estadual|2|fbxszsdzopupj|8000
+4316|2018| |Natural|Estadual|2|shvkw|8203
+4325|2018| |Natural|Estadual|2|wfaopgqfnu|7740
+4333|2018|Lagoa do Quilim|Natural|Estadual|2|osnnvkzelmxm|7824
+4340|2018| |Artificial|Estadual|2|xtgvfi|7884
+4350|2018| |Natural|Estadual|2|jcjgegbsv|7921
+4360|2018| |Natural|Estadual|2|nwddziplkhekk|3788
+4371|2018| |Natural|Estadual|2|dhwbufk|7873
+4403|2018|Lagoa da Cana|Artificial|Estadual|2|hkiw|8023
+4411|2018| |Natural|Estadual|2|wyucxonmofoxhmt|7855
+4427|2018| |Natural|Estadual|2|rpssjtemhqt|7868
+4428|2018| |Natural|Estadual|2|qxrcvdrwsdem|11798
+4437|2018| |Natural|Estadual|2|npxscleqp|3582
+4454|2018| |Natural|Estadual|2|dfslbdahzioulul|7848
+4472|2018| |Natural|Estadual|2|wgzzcyw|8164
+4476|2018| |Artificial|Estadual|2|iyvcxsti|7989
+4487|2018| |Natural|Estadual|2|jzrd|7751
+4510|2018| |Artificial|Estadual|2|wpffobtenrmq|7981
+4578|2018| |Natural|Estadual|2|rcmvunpvfdvzyoh|7748
+4579|2018| |Natural|Estadual|2|hezqxtkuqx|7691
+4616|2018| |Natural|Estadual|2|ghsgjusyqrq|7749
+4650|2018| |Natural|Estadual|2|upaebtkqe|7747
+4680|2018| |Natural|Estadual|2|lyoislzyv|7745
+4725|2018|Lagoa Escondida|Natural|Estadual|2|gaotvbsgw|8363
+4751|2018|Lagoa da Brejaúba|Natural|Estadual|2|ocaxolpy|8223
+4760|2018| |Natural|Estadual|2|pwdewfornsrl|7736
+4778|2018| |Natural|Estadual|2|sxlhdpucaxh|8502
+4787|2018| |Natural|Estadual|2|zojmauchnhjyalv|3585
+4833|2018| |Natural|Estadual|2|onpojlxdw|3576
+4843|2018| |Natural|Estadual|2|ienwfsz|7701
+4865|2018| |Artificial|Estadual|2|aedfiskzvdzp|8157
+4886|2018| |Natural|Estadual|2|rtxsggobl|7864
+4891|2018| |Natural|Estadual|2|nick|7771
+4903|2018|Represa Rio Iratim|Artificial|Estadual|2|turhbsn|7631
+4918|2018| |Natural|Estadual|2|dhgjbezivabsje|7861
+4921|2018| |Natural|Estadual|2|xzqkhbzlfxofk|7772
+4931|2018| |Natural|Estadual|2|nknpbemlzsnx|8036
+4942|2018| |Natural|Estadual|2|afwueinsc|7744
+4946|2018| |Natural|Estadual|2|ufzxhulqriqtqgg|7719
+4950|2018|Lagoa do Canto|Natural|Estadual|2|luyof|8230
+4966|2018| |Artificial|Estadual|2|wnwvxycpdf|7645
+4982|2018| |Natural|Estadual|2|nonumbjyidxqzsk|11779
+4985|2018| |Natural|Estadual|2|jwnexrpqx|7762
+4997|2018|Lagoa dos Peixes|Natural|Estadual|2|lpfhtcyeivpwvx|3475
+5012|2018| |Natural|Estadual|2|iedrlb|8145
+5060|2018| |Natural|Estadual|2|hpqriyjylfxsz|7746
+5167|2018| |Natural|Estadual|2|bqfsjcpuolysfky|7680
+5179|2018| |Artificial|Estadual|2|xcwuvjwvd|3797
+5194|2018| |Natural|Estadual|2|zuqsfzgpd|7787
+5200|2018| |Natural|Estadual|2|fshxfrhk|7702
+5211|2018| |Natural|Estadual|2|wyfscy|7856
+5219|2018| |Natural|Estadual|2|oquze|7830
+5222|2018| |Natural|Estadual|2|ogvacnsvpgaixup|7845
+5225|2018| |Natural|Estadual|2|hhokxsamvr|7962
+5264|2018| |Natural|Estadual|2|nnecntavpwpvg|8142
+5283|2018| |Natural|Estadual|2|dnrxmwwsoaakol|8171
+5290|2018|Lagoa de São Lourenço|Natural|Estadual|2|ocxcqr|8289
+5341|2018| |Natural|Estadual|2|wtdffihttryampd|7822
+5355|2018| |Natural|Estadual|2|bqirxjqtcmjfe|8394
+5395|2018| |Natural|Estadual|2|xjfbunk|8068
+5411|2018| |Natural|Estadual|2|zyen|7766
+5422|2018| |Artificial|Estadual|2|rofpoanciulojt|3917
+5430|2018| |Natural|Estadual|2|dwx|8356
+5458|2018| |Natural|Estadual|2|yssvwxipkawxwil|7918
+5490|2018| |Natural|Estadual|2|wxjqy|11795
+5505|2018| |Natural|Estadual|2|gushlwe|3514
+5535|2018| |Natural|Estadual|2|cxywhtin|7920
+5567|2018| |Natural|Estadual|2|sfyfd|7764
+5568|2018| |Natural|Estadual|2|cxxpktzaanhoa|8272
+5572|2018| |Natural|Estadual|2|zwinw|8163
+5576|2018| |Natural|Estadual|2|pahgtzzhmatj|3513
+5590|2018| |Natural|Estadual|2|jnyn|7804
+5672|2018| |Natural|Estadual|2|ieupnwflweaau|7879
+5675|2018| |Natural|Estadual|2|fctxzy|8294
+5682|2018| |Natural|Estadual|2|yzey|7954
+5694|2018| |Natural|Estadual|2|usogatqasaqhg|8188
+5759|2018| |Natural|Estadual|2|lpcjpzaw|7952
+5774|2018| |Natural|Estadual|2|kvblacf|8104
+5842|2018|Lagoa Feia|Natural|Estadual|2|firkcqkusnk|8274
+5861|2018| |Natural|Estadual|2|fpgy|3479
+5876|2018|Lagoa Seca|Natural|Estadual|2|czpnwjiu|8048
+5943|2018| |Natural|Estadual|2|dwoxejwk|7818
+6011|2018| |Natural|Estadual|2|cnzlder|11839
+6020|2018| |Natural|Estadual|2|ihseuwoczk|8134
+6080|2018| |Natural|Estadual|2|pdppcbnqzjxp|3789
+6146|2018|Lagoa da Chapada|Natural|Estadual|2|xalmc|8336
+6218|2018| |Natural|Estadual|2|liinzl|8501
+6245|2018| |Natural|Estadual|2|aqql|8059
+6264|2018| |Natural|Estadual|2|nleccatqkbfkqx|8297
+6289|2018| |Natural|Estadual|2|xtvxdt|7869
+6292|2018| |Natural|Estadual|2|ffe|7875
+6296|2018| |Natural|Estadual|2|kgojkilcnk|8081
+6327|2018| |Natural|Estadual|2|jgywnh|11774
+6332|2018| |Natural|Estadual|2|pzwxpqoezoo|8151
+6406|2018|Lagoa do Peroba|Natural|Estadual|2|wvonptykqaey|8187
+6437|2018| |Natural|Estadual|2|avgcbystxn|11791
+6438|2018| |Natural|Estadual|2|yidwysdcgtccthk|7714
+6451|2018| |Natural|Estadual|2|wmrtpkrx|8182
+6460|2018| |Natural|Estadual|2|ktbbf|7676
+6527|2018| |Natural|Estadual|2|vwftoldadm|8090
+6534|2018| |Artificial|Estadual|2|qgowbla|3550
+6543|2018| |Natural|Estadual|2|anmdwzh|7731
+6552|2018| |Natural|Estadual|2|toyvnvqzcdsbid|11862
+6595|2018| |Natural|Estadual|2|ljqytgb|7756
+6597|2018| |Natural|Estadual|2|mcetxv|7765
+6605|2018| |Natural|Estadual|2|iirzepuxhhpzq|7971
+6637|2018|Lagoa Ouro Verde|Natural|Estadual|2|vjsgemzglx|8102
+6673|2018| |Natural|Estadual|2|lvtffpmhuintxjf|7763
+6721|2018| |Natural|Estadual|2|nxkwimpgwrgamz|11756
+6743|2018| |Natural|Estadual|2|bmo|8135
+6771|2018| |Natural|Estadual|2|rushncapyy|3991
+6774|2018| |Natural|Estadual|2|ecwi|7693
+6784|2018| |Natural|Estadual|2|vurqqv|8092
+6802|2018| |Natural|Estadual|2|crtkttypk|8191
+6816|2018| |Natural|Estadual|2|iyzmdpjrixqyos|7726
+6817|2018| |Natural|Estadual|2|bkxrdlemhvnac|7654
+6821|2018|Lagoa Grande|Natural|Estadual|2|tulfij|11731
+6840|2018| |Natural|Estadual|2|oifzswzmxhoa|11748
+6844|2018| |Natural|Estadual|2|zxhawgjxkeaqkfk|11747
+6850|2018| |Artificial|Estadual|2|qeeejwzmqrwr|4032
+6856|2018|Lagoa do Varjão|Natural|Estadual|2|ptgbdrz|8232
+6859|2018|UHE Barra|Artificial|Estadual|2|arjuk|7662
+6863|2018|Lagoa do Jaburu|Natural|Estadual|2|bywztdtq|3942
+6987|2018| |Natural|Estadual|2|rwcbndbr|7811
+6989|2018| |Natural|Estadual|2|basyir|11746
+6991|2018| |Natural|Estadual|2|ukg|7854
+7014|2018| |Natural|Estadual|2|gmmgchpimijm|7733
+7015|2018| |Natural|Estadual|2|dldguet|7761
+7053|2018| |Natural|Estadual|2|lnbilglibmfj|8224
+7057|2018| |Natural|Estadual|2|yellxrwengqzjix|22799
+7068|2018| |Natural|Estadual|2|iwrwnmigqiy|11773
+7082|2018| |Natural|Estadual|2|mcixrrswlt|7716
+7119|2018| |Natural|Estadual|2|leaf|7878
+7122|2018| |Natural|Estadual|2|bynaujoygahcz|7852
+7123|2018| |Natural|Estadual|2|rvicruomth|3784
+7127|2018| |Natural|Estadual|2|ser|8122
+7141|2018| |Natural|Estadual|2|owrlchjklsqxpk|7706
+7195|2018| |Natural|Estadual|2|jqvrq|8185
+7220|2018| |Natural|Estadual|2|snz|7836
+7221|2018| |Natural|Estadual|2|aafvjlzkuyt|7760
+7232|2018| |Natural|Estadual|2|ptpo|7837
+7246|2018| |Natural|Estadual|2|ggskzsgrbwwusc|7791
+7259|2018| |Natural|Estadual|2|bkqhnlb|8226
+7295|2018| |Natural|Estadual|2|zehayxyzw|8311
+7319|2018|Lagoa Linda|Natural|Estadual|2|orpqwvdfsc|8165
+7343|2018|Lagoa do Mato|Natural|Estadual|2|sqgbnkitmdh|8333
+7348|2018| |Natural|Estadual|2|xtcv|7792
+7381|2018| |Natural|Estadual|2|mauhifhdygkqlc|8105
+7405|2018|Represa Golfe Campo Alto|Artificial|Estadual|2|vdvhei|3504
+7420|2018| |Natural|Estadual|2|uue|11752
+7449|2018| |Natural|Estadual|2|axezdgeh|7951
+7500|2018| |Natural|Estadual|2|ewrauvgkpvnnwb|7793
+7523|2018| |Artificial|Estadual|2|illugjhlae|7968
+7537|2018|Lagoa da Anta|Natural|Estadual|2|hejja|8318
+7572|2018| |Natural|Estadual|2|zxosladtfwnpkno|8198
+7581|2018|Represa Rio IraÃ|Artificial|Estadual|2|arrluqlanb|7681
+7591|2018| |Artificial|Estadual|2|gclun|3510
+7624|2018|Lagoa do Jambo|Natural|Estadual|2|wrkmnumeedzvv|8300
+7643|2018| |Natural|Estadual|2|zkgwq|7956
+7654|2018| |Natural|Estadual|2|kcopswgz|8167
+7662|2018| |Artificial|Estadual|2|bffqokf|8253
+7690|2018| |Natural|Estadual|2|qschpvqi|11796
+7709|2018| |Natural|Estadual|2|xburjq|7876
+7768|2018| |Artificial|Estadual|2|mkeufc|22801
+7783|2018|Represa Bom Sucesso|Artificial|Estadual|2|ssecdeefp|8503
+7910|2018| |Natural|Estadual|2|dyhnvzti|7874
+7925|2018| |Natural|Estadual|2|ozskadelk|7825
+7936|2018| |Artificial|Estadual|2|nxsttorvdkgoih|8084
+8002|2018| |Artificial|Estadual|2|dnxbfmeyjijlbac|8088
+8081|2018|Lagoa Escura|Artificial|Estadual|2|pawakhalaht|8041
+8115|2018| |Natural|Estadual|2|yzvkxk|11783
+8145|2018|Lagoa Pó de Mico|Natural|Estadual|2|qrfis|8241
+8184|2018| |Natural|Estadual|2|ikvnaxm|3880
+8187|2018| |Artificial|Estadual|2|qqddbpy|8094
+8195|2018| |Natural|Estadual|2|cmueongcrwggo|7863
+8199|2018|Lagoa do Caracol|Natural|Estadual|2|njmkfutaqawdb|8222
+8203|2018| |Artificial|Estadual|2|zcshykk|8113
+8250|2018| |Natural|Estadual|2|lrgvcnszglzlwg|11790
+8304|2018| |Artificial|Estadual|2|yzjjwhgyjsercvr|8015
+8355|2018|Lagoa do Mato|Natural|Estadual|2|gsuaavlupiva|8338
+8363|2018| |Natural|Estadual|2|zkht|8218
+8374|2018| |Natural|Estadual|2|byqvwzc|7786
+8388|2018| |Natural|Estadual|2|pwvmhorqkajsqzg|7950
+8397|2018| |Natural|Estadual|2|oifhsxybjfjg|3781
+8519|2018|Lagoa do Curral|Natural|Estadual|2|zuvbvqfqugqrt|22805
+8567|2018|Represa LDC Bioenergia|Natural|Estadual|2|dcuouqvuq|3437
+8568|2018| |Artificial|Estadual|2|xxzzuoj|23066
+8642|2018| |Natural|Estadual|2|zwwifnyh|8184
+8648|2018| |Natural|Estadual|2|czzw|8076
+8695|2018| |Natural|Estadual|2|yhb|8031
+8711|2018| |Natural|Estadual|2|nxeyvnoyakjt|7797
+8716|2018| |Natural|Estadual|2|vabrbryvtilbtco|11760
+8775|2018| |Natural|Estadual|2|fkmcelvixlkd|7717
+8790|2018| |Artificial|Estadual|2|mrakzrufwbtt|4116
+8830|2018| |Natural|Estadual|2|rmbdfgknb|7692
+8860|2018| |Natural|Estadual|2|whzrdcsjmyb|7823
+8876|2018| |Natural|Estadual|2|auwuuef|3675
+8949|2018| |Natural|Estadual|2|hdyjabb|3673
+9020|2018| |Natural|Estadual|2|khsidqbdqy|8110
+9090|2018|Barragem Ponte Nova|Artificial|Estadual|2|wlt|3563
+9098|2018| |Natural|Estadual|2|zuyokfukpov|3785
+9104|2018|Barragem Rio Santo Anastácio|Artificial|Estadual|2|ibvuimh|8073
+9146|2018|Lagoinha|Natural|Estadual|2|lcs|8220
+9173|2018| |Natural|Estadual|2|hlzzfz|7758
+9177|2018| |Natural|Estadual|2|hswlmcxjsukhof|8077
+9201|2018| |Natural|Estadual|2|kvrciw|7974
+9236|2018| |Natural|Estadual|2|wdfohgh|8146
+9262|2018| |Natural|Estadual|2|vxzfd|7695
+9263|2018| |Natural|Estadual|2|xxg|7741
+9270|2018| |Artificial|Estadual|2|vrnfml|8061
+9328|2018|Represa Balneário de Rancharia|Artificial|Estadual|2|eaxjuibp|8070
+9331|2018| |Natural|Estadual|2|zmcrr|7675
+9334|2018| |Natural|Estadual|2|ahnwfsmsxc|7753
+9365|2018| |Natural|Estadual|2|hgehegj|11744
+9372|2018| |Natural|Estadual|2|xlebsl|7805
+9398|2018| |Natural|Estadual|2|dgoyorwmyq|7907
+9474|2018| |Natural|Estadual|2|cshqn|11750
+9486|2018|Represa Usina Nova América|Artificial|Estadual|2|ntuck|8050
+9498|2018|Lagoa de Ouro|Natural|Estadual|2|twlxmdgqvamhpu|11766
+9522|2018| |Natural|Estadual|2|vlnn|11793
+9584|2018| |Natural|Estadual|2|pktzzfmiwccsk|3778
+9585|2018| |Artificial|Estadual|2|cosd|8083
+9616|2018| |Natural|Estadual|2|atsvvbpanfitn|11749
+9656|2018|Lagoa da Boa Vista|Natural|Estadual|2|nnrzdxdellwe|3512
+9658|2018| |Natural|Estadual|2|ynwaqbjun|7892
+9709|2018|Lagoa Francisco Schmidt|Natural|Estadual|2|lbzdj|7938
+9735|2018| |Natural|Estadual|2|topjroum|7934
+9759|2018|Lagoa do Pintado|Natural|Estadual|2|qjiduedzcvdb|8139
+9789|2018| |Artificial|Estadual|2|sgtwwyezce|7899
+9812|2018| |Natural|Estadual|2|sncejxzwjlhtsm|7688
+9817|2018| |Natural|Estadual|2|hsp|7728
+9837|2018| |Natural|Estadual|2|tdzlkdfoebkog|7729
+9893|2018| |Natural|Estadual|2|eguggvjszzjrt|7867
+9908|2018| |Natural|Estadual|2|rhljmmycmlavblc|7713
+9948|2018| |Natural|Estadual|2|xdibaquiuun|7689
+9973|2018| |Natural|Estadual|2|rzekwkhq|7752
+9980|2018|Represa Pilão d'Ãgua|Artificial|Estadual|2|psvfe|7887
+10009|2018|Lagoa Formosa|Natural|Estadual|2|qfoznw|22806
+10019|2018| |Natural|Estadual|2|mur|7862
+10114|2018| |Natural|Estadual|2|wlyyevctfxh|11765
+10122|2018|Lagoa Feia|Natural|Estadual|2|azdfjdrzzvq|8393
+10155|2018| |Natural|Estadual|2|zeikuu|7720
+10182|2018| |Natural|Estadual|2|fhptzfkzgfpgory|7998
+10183|2018| |Natural|Estadual|2|icnswn|8307
+10216|2018| |Natural|Estadual|2|fcczldyvvk|7721
+10228|2018| |Natural|Estadual|2|pegk|11838
+10256|2018| |Natural|Estadual|2|oylbvjnkk|8225
+10287|2018| |Natural|Estadual|2|kjvejvofepo|8097
+10324|2018| |Natural|Estadual|2|lqwiezxnvn|8117
+10326|2018| |Natural|Estadual|2|zsehvblkwdnwsi|8128
+10386|2018| |Natural|Estadual|2|zofr|8132
+10391|2018| |Natural|Estadual|2|yecosfejzd|8069
+10403|2018|UHE Espora|Artificial|Estadual|2|gqttrcsfuylvmtx|23051
+10447|2018|Represa Usina São Carlos|Artificial|Estadual|2|uqjnwwvvajszq|7943
+10460|2018| |Natural|Estadual|2|kctjmgzjvmh|8130
+10469|2018| |Natural|Estadual|2|cvpzcjapd|7789
+10489|2018|UHE Miranda|Artificial|Estadual|2|rob|21664
+10494|2018|Lagoa Bebedouro|Artificial|Estadual|2|ezqqdaxii|3986
+10519|2018| |Artificial|Estadual|2|zfyqby|8098
+10522|2018| |Natural|Estadual|2|thqjogn|7795
+10524|2018| |Natural|Estadual|2|irjsulqebkfkd|8180
+10530|2018| |Natural|Estadual|2|sbrmvxuvlzpr|7725
+10535|2018| |Natural|Estadual|2|cxwrwfgeusw|8282
+10536|2018|Lagoa Rasa|Natural|Estadual|2|zgp|8301
+10546|2018|Lagoa do Rodrigo|Natural|Estadual|2|clfldu|8150
+10585|2018|Lago dos Patos|Natural|Estadual|2|reia|8189
+10590|2018| |Natural|Estadual|2|pwpyang|8281
+10595|2018|Lagoa da Olaria|Natural|Estadual|2|ioue|8221
+10607|2018| |Natural|Estadual|2|nsnysvzmloihqp|8298
+10612|2018| |Natural|Estadual|2|ahfy|7865
+10613|2018| |Natural|Estadual|2|vjlxqhpyxwpzy|7866
+10614|2018| |Natural|Estadual|2|nqwgrbjfsvvw|7963
+10620|2018| |Natural|Estadual|2|faiadaopcivcgeq|11761
+10623|2018| |Natural|Estadual|2|ollfcfpmhjul|8207
+10628|2018| |Natural|Estadual|2|bwursyfwbpaj|7782
+10642|2018|Córrego Lafon|Natural|Estadual|2|rkhzbeskjlm|8089
+10675|2018| |Natural|Estadual|2|tggyxqnky|7704
+10698|2018|Lagoa Segunda|Natural|Estadual|2|nvhpoecibeygrno|8161
+10713|2018| |Natural|Estadual|2|tql|8162
+10715|2018|Lagoa Bonita|Natural|Estadual|2|adgzx|8317
+10735|2018| |Natural|Estadual|2|shfriinazk|7860
+10736|2018| |Natural|Estadual|2|ljinqddpqba|7882
+10752|2018|UHE Corumbá III|Artificial|Estadual|2|pnhaiywltntyhw|23069
+10760|2018| |Natural|Estadual|2|pgiddrhz|8357
+10781|2018| |Artificial|Estadual|2|akxfqbfhl|8395
+10789|2018|Lagoa Bonita|Natural|Estadual|2|idpcpexvrnsi|11728
+10790|2018| |Natural|Estadual|2|mkggfopssofrg|8206
+10839|2018| |Natural|Estadual|2|spozhesyf|8141
+10840|2018| |Natural|Estadual|2|yslkdzysl|8057
+10962|2018| |Natural|Estadual|2|rwgum|7738
+11003|2018|Lagoa do Recanto|Natural|Estadual|2|mgsajco|8306
+11055|2018| |Natural|Estadual|2|umdigfgzaxzxg|8012
+11061|2018|Lago Rio Tietê|Natural|Estadual|2|avppmoxmhgsar|3442
+11083|2018| |Natural|Estadual|2|zrwbryoppzpwx|7870
+11112|2018|Lagoa do Fundo|Natural|Estadual|2|oywdzaemyoaybi|8316
+11145|2018| |Natural|Estadual|2|vjmy|8116
+11168|2018| |Natural|Estadual|2|wllrzdblawztg|7917
+11254|2018| |Natural|Estadual|2|tguuvkh|4113
+11260|2018|Barragem de Rejeito Mineração Catalão|Artificial|Estadual|2|jdpihtpxyhrlj|8286
+11286|2018| |Natural|Estadual|2|vojjbezoupb|8131
+11291|2018| |Natural|Estadual|2|hhbaedpfogh|8331
+11296|2018|Lagoa Caaporã|Natural|Estadual|2|sixahco|7840
+11307|2018| |Natural|Estadual|2|fwhdy|8337
+11311|2018| |Natural|Estadual|2|ugrd|8324
+11313|2018| |Natural|Estadual|2|lxqmogfifiuoatx|7742
+11321|2018|Lagoa do Marruco|Natural|Estadual|2|mmpraefvtch|8308
+11328|2018|Lagoa Cabeceira do Mandengo|Natural|Estadual|2|ogwyksaluauvmrr|8312
+11340|2018|Lagoa Limpa|Natural|Estadual|2|tqdzfyfrhfqqqt|8358
+11389|2018| |Natural|Estadual|2|fiajvznijjf|8335
+11390|2018| |Natural|Estadual|2|cjjmlgybgz|8365
+11406|2018|Lagoa do Rufino|Natural|Estadual|2|ynoetnpyaid|8231
+11445|2018|Lagoa da Estrada|Natural|Estadual|2|vnel|8390
+11459|2018|Represa São Lourenço|Natural|Estadual|2|sgvx|7653
+11471|2018| |Natural|Estadual|2|qghitdtnva|8313
+11505|2018| |Natural|Estadual|2|ezgwg|11730
+11517|2018| |Natural|Estadual|2|fvpygyhlckkub|7755
+11521|2018| |Natural|Estadual|2|faochhcg|8265
+11525|2018| |Natural|Estadual|2|bpgxedisrzmxmd|11787
+11532|2018| |Natural|Estadual|2|vwwjt|8112
+11545|2018| |Natural|Estadual|2|kheiuhsnxzkf|8154
+11546|2018|Lagoa Segunda|Natural|Estadual|2|sjbodyyrj|8158
+11585|2018| |Natural|Estadual|2|hmxugdtqaq|11784
+11590|2018| |Natural|Estadual|2|prmzcgpektwsfxq|7705
+11593|2018| |Natural|Estadual|2|ozcgaajqftgcvs|8175
+11596|2018| |Natural|Estadual|2|notjfkeij|7781
+11615|2018|Lagoa Bambu|Natural|Estadual|2|mnxcuyrk|8153
+11635|2018| |Natural|Estadual|2|sdmanxvghqry|8172
+11645|2018| |Natural|Estadual|2|fjzxmgpu|22963
+11655|2018| |Artificial|Estadual|2|gtiarmac|4071
+11658|2018| |Natural|Estadual|2|ehelmcnwmvdaud|8109
+11659|2018| |Natural|Estadual|2|gnicpil|7768
+11662|2018|Lagoa do Potreiro|Natural|Estadual|2|atkupyxvov|8219
+11671|2018| |Natural|Estadual|2|iwncjk|7730
+11673|2018| |Natural|Estadual|2|lunljorophtdxgj|8115
+11742|2018| |Natural|Estadual|2|hqqmqyfxsngv|8108
+11767|2018| |Natural|Estadual|2|ctqbjxrioyqrscf|3777
+11783|2018| |Natural|Estadual|2|cmzaojrybnqp|8030
+11788|2018| |Natural|Estadual|2|ojnl|8257
+11815|2018|Barragem CBMM|Artificial|Estadual|2|nsswztfnfwmka|4109
+11841|2018| |Artificial|Estadual|2|esbfeedfjehq|4111
+11863|2018| |Natural|Estadual|2|tgkscyebwqec|7853
+11875|2018|UHE Nova Avanhandava|Artificial|Estadual|2|uhw|8063
+11876|2018| |Natural|Estadual|2|nsgfpamsuvvmxee|7710
+11881|2018| |Natural|Estadual|2|fepoau|7828
+11882|2018| |Artificial|Estadual|2|ybuhlvhcrxlee|4076
+11893|2018| |Natural|Estadual|2|rzjmyklxszyz|11778
+11900|2018|Barragem de Rejeito Ãcido Sulfúrico Bunge|Artificial|Estadual|2|zrbioidjhhczkc|4110
+11916|2018| |Natural|Estadual|2|ebgebznkrliusxy|8169
+11917|2018| |Natural|Estadual|2|yaboaftg|11864
+11940|2018| |Artificial|Estadual|2|otvics|4117
+12018|2018| |Artificial|Estadual|2|wdpmq|3790
+12055|2018|PCH Edgard de Souza (Repotenciação)|Artificial|Estadual|2|ajvzvfxuxjfl|23082
+12069|2018| |Natural|Estadual|2|kijmsrgde|7727
+12072|2018|Barragem Fosfértil|Artificial|Estadual|2|mrd|4107
+12079|2018| |Natural|Estadual|2|eqpfvg|7754
+12081|2018| |Natural|Estadual|2|bxynqduvphyojai|7737
+12097|2018|Córrego da Onça|Natural|Estadual|2|trnao|8120
+12101|2018| |Natural|Estadual|2|qldst|7759
+12122|2018| |Natural|Estadual|2|nzsrfsv|7707
+12128|2018| |Natural|Estadual|2|yjusf|7819
+12134|2018|Lagoa do Valinho|Natural|Estadual|2|nzexxz|7995
+12144|2018| |Natural|Estadual|2|obcnmxjh|7966
+12147|2018|Lagoa Grande|Natural|Estadual|2|icecgqhacmsc|7941
+12171|2018| |Natural|Estadual|2|xbrqkpnggu|8085
+12261|2018| |Natural|Estadual|2|afyhtkhwydeirut|8244
+12291|2018| |Artificial|Estadual|2|difklbjp|3508
+12295|2018| |Natural|Estadual|2|xhvgcyagxkkjj|7859
+12300|2018| |Natural|Estadual|2|shumeoav|7814
+12305|2018| |Natural|Estadual|2|kcpidfdhasvdsu|8058
+12310|2018| |Natural|Estadual|2|xoliiglfwvbiklb|7767
+12316|2018| |Natural|Estadual|2|ysm|8304
+12320|2018| |Natural|Estadual|2|eprpsijtlsrbttq|3674
+12353|2018|Barragem Rio Passaúna|Artificial|Estadual|2|sbpqlnci|7953
+12366|2018| |Natural|Estadual|2|tdysvdvbmfm|7827
+12427|2018| |Artificial|Estadual|2|djzscrh|8126
+12484|2018| |Natural|Estadual|2|ysrhujsx|8160
+12552|2018| |Natural|Estadual|2|aqyfoceaiz|8176
+12622|2018| |Natural|Estadual|2|qtl|7849
+12643|2018|Rio BaÃa|Natural|Estadual|2|izif|8168
+12734|2018| |Natural|Estadual|2|igqz|11772
+12848|2018|Barragem Fosfértil|Artificial|Estadual|2|sehqvjhdbw|4104
+12877|2018| |Natural|Estadual|2|qrxvdov|7877
+12913|2018| |Natural|Estadual|2|ccki|7718
+12916|2018| |Natural|Estadual|2|cvgrcaimbd|7712
+12938|2018|Lagoa do Português|Natural|Estadual|2|inuxdpyy|8118
+12957|2018| |Artificial|Estadual|2|wnjsvwcsufjxy|3890
+12972|2018| |Natural|Estadual|2|dqtxvp|7871
+12994|2018|Represa Billings|Artificial|Estadual|2|atmpruwifbr|3454
+13013|2018|Lagoa Paraguaia|Natural|Estadual|2|ezkulexfssl|8148
+13025|2018| |Natural|Estadual|2|mlygfyjig|7975
+13052|2018| |Natural|Estadual|2|ctojdjsk|7774
+13061|2018|UHE Corumbá IV|Artificial|Estadual|2|enhj|8252
+13093|2018|Lagoa Itararé|Natural|Estadual|2|mir|7933
+13139|2018| |Artificial|Estadual|2|gedkrjukn|8016
+13165|2018| |Natural|Estadual|2|pqshjthsmnljkw|7700
+13177|2018| |Natural|Estadual|2|kzebuklznprchi|8392
+13239|2018| |Natural|Estadual|2|ojpg|7936
+13265|2018| |Natural|Estadual|2|zhhzecf|11732
+13299|2018|Barragem CBMM|Artificial|Estadual|2|xok|4108
+13316|2018|UHE Nova Ponte|Artificial|Estadual|2|ogacufrox|3794
+13324|2018| |Natural|Estadual|2|dlphplwgw|11782
+13333|2018| |Artificial|Estadual|2|qixa|11800
+13338|2018| |Natural|Estadual|2|nnckpb|7955
+13395|2018|Lagoa Santa Maria|Natural|Estadual|2|ffb|8291
+13423|2018| |Natural|Estadual|2|hcjdnobtwzvzjh|7831
+13442|2018|UHE Caçu|Artificial|Estadual|2|zldura|23050
+13446|2018| |Natural|Estadual|2|vrblvynzouws|7832
+13449|2018|Barragem Fosfértil|Artificial|Estadual|2|pfuhtheblwgrcp|4105
+13460|2018|Córrego da Divisa|Natural|Estadual|2|viixbrjbrldloap|8261
+13473|2018| |Artificial|Estadual|2|dwluaaf|3985
+13481|2018|Lagoa Segunda|Natural|Estadual|2|fizdmusoyqymtjd|8159
+13485|2018| |Natural|Estadual|2|dzg|7965
+13521|2018| |Natural|Estadual|2|ylsryrrstwfnqq|3506
+13526|2018| |Artificial|Estadual|2|wtxcbfsm|11860
+13582|2018| |Natural|Estadual|2|tphaoso|7708
+13639|2018| |Natural|Estadual|2|pbzpsrvtugtzc|3783
+13782|2018|Lagoa Fazenda Rio das Pedras|Artificial|Estadual|2|fwlhxnzfjrza|3493
+13798|2018| |Natural|Estadual|2|uxcybdyaut|7903
+13803|2018| |Natural|Estadual|2|ctmdjiowq|7826
+13830|2018|Barragem de Rejeito Mineração Catalão|Artificial|Estadual|2|mtlzwjdwl|8285
+13841|2018| |Natural|Estadual|2|rknqeaxzzepdvxc|8290
+13859|2018|UHE Três Irmãos|Artificial|Estadual|2|bqtnakkpe|8099
+13926|2018| |Artificial|Estadual|2|evcjcsr|3799
+13993|2018|UHE Amador Aguiar I|Artificial|Estadual|2|zpdaqgqohgopra|23047
+14125|2018| |Natural|Estadual|2|wabx|3677
+14245|2018| |Natural|Estadual|2|prnrbayn|7750
+14335|2018|Represa Guarapiranga|Artificial|Estadual|2|enmlxepweo|3531
+14458|2018| |Natural|Estadual|2|wxgimfppedobbrl|7694
+14462|2018| |Artificial|Estadual|2|fnbjgcnypx|7802
+14486|2018|Represa Usina Santa Luiza|Artificial|Estadual|2|euveeogbkhyjiwi|7942
+14506|2018| |Natural|Estadual|2|rxmlxcjmzycwr|11745
+14532|2018| |Artificial|Estadual|2|tbuvarsuefua|8482
+14638|2018| |Natural|Estadual|2|aqmwmsgfpzkppwu|7778
+14710|2018| |Natural|Estadual|2|mhzqedmkis|11759
+14718|2018| |Natural|Estadual|2|yqp|7967
+14730|2018| |Natural|Estadual|2|mmkwhsrqneb|7960
+14792|2018| |Natural|Estadual|2|sevtzbzwwddyeg|7780
+14846|2018|Represa Ribeirão Cachoeirinha|Artificial|Estadual|2|rtitgxmwdizzel|3498
+14860|2018| |Natural|Estadual|2|csqieiaeoura|8183
+14871|2018| |Natural|Estadual|2|njtjzyemhlqi|3786
+14872|2018| |Natural|Estadual|2|lmb|11797
+14927|2018|Córrego das Éguas|Natural|Estadual|2|sbwxhddwkqjcdue|8091
+14973|2018| |Natural|Estadual|2|apjj|3519
+14988|2018| |Artificial|Estadual|2|xrzztxgeqakrynm|3787
+14994|2018| |Natural|Estadual|2|pvcsh|8133
+15003|2018|UHE Promissão|Artificial|Estadual|2|tjzhztcunzljgkm|8013
+15067|2018| |Artificial|Estadual|2|agzfusnxbqnc|7988
+15075|2018|Lagoa Joaquim Medeiros|Natural|Estadual|2|uoxtmuojpyq|3948
+15146|2018| |Natural|Estadual|2|ohasdawje|3584
+15149|2018| |Natural|Estadual|2|rmhqe|8149
+15160|2018| |Natural|Estadual|2|kiybsjipppz|11792
+15168|2018|Represa Doutor José Bonifácio Viana|Artificial|Estadual|2|fubknxjkmel|7896
+15169|2018| |Artificial|Estadual|2|qblsnugiivi|7891
+15198|2018|Lagoa do Mimoso|Natural|Estadual|2|hchhxrvwlhrl|8302
+15204|2018| |Artificial|Estadual|2|kintvvqtthgbcl|7898
+15205|2018| |Artificial|Estadual|2|ggml|7897
+15211|2018|Lagoa de CarapicuÃba|Natural|Estadual|2|hqydchhwbrkt|3533
+15213|2018| |Artificial|Estadual|2|gidzf|7904
+15220|2018| |Natural|Estadual|2|airnsarhntz|8364
+15243|2018| |Artificial|Estadual|2|flhdpmx|7779
+15275|2018|Represa Córrego Vendinha|Artificial|Estadual|2|rwsjz|7932
+15289|2018|Lagoão|Natural|Estadual|2|ikxhiiugulsnf|22803
+15371|2018| |Natural|Estadual|2|ldiloxjgz|7880
+15399|2018| |Natural|Estadual|2|gnpwwasf|8325
+15412|2018| |Artificial|Estadual|2|izt|4033
+15430|2018| |Artificial|Estadual|2|xfofkawnahrs|7983
+15432|2018| |Natural|Estadual|2|vxwgkwaklqlgti|7757
+15450|2018| |Natural|Estadual|2|zqjfvgi|7722
+15472|2018|UHE Barra dos Coqueiros|Artificial|Estadual|2|oeoiyrhuko|23049
+15514|2018| |Natural|Estadual|2|vkmfkcxkykmbnhr|7724
+15623|2018| |Artificial|Estadual|2|xqiiynmbi|8210
+15652|2018| |Artificial|Estadual|2|wwojbzyut|3906
+15664|2018| |Natural|Estadual|2|vegf|11768
+15722|2018| |Natural|Estadual|2|czjagezfranpwq|11780
+15749|2018| |Natural|Estadual|2|cqiqjhwwgremro|7817
+15752|2018|Barragem SIX Petrobrás|Artificial|Estadual|2|afmfnyosru|7655
+15769|2018|Lago Guanabara|Natural|Estadual|2|eltu|3575
+15784|2018| |Natural|Estadual|2|tmrjfqszbhzt|22802
+15785|2018| |Natural|Estadual|2|ebx|7902
+15787|2018| |Natural|Estadual|2|oqc|8173
+15797|2018| |Artificial|Estadual|2|omqatsfjcwtjh|7660
+15832|2018| |Artificial|Estadual|2|syelr|7699
+15880|2018| |Artificial|Estadual|2|jxjzgwxiaf|7685
+15884|2018| |Artificial|Estadual|2|xfzcaisf|7980
+15911|2018|Lagoa Iturama|Natural|Estadual|2|ruwaayeqmgnrgx|8288
+15913|2018| |Artificial|Estadual|2|raskxzzkcw|8179
+15933|2018| |Natural|Estadual|2|itgw|7796
+15968|2018|Represa Balneário da Amizade|Artificial|Estadual|2|kbapv|8072
+15970|2018| |Artificial|Estadual|2|yyne|7982
+16011|2018|Represa Rio Novo|Artificial|Estadual|2|zih|7978
+16012|2018|Represa de Sant'Ana|Artificial|Estadual|2|kuvvxjaiennjkb|7912
+16019|2018| |Natural|Estadual|2|qze|8018
+16025|2018|Represa Usina Santa Adélia|Artificial|Estadual|2|kbif|7948
+16061|2018| |Natural|Estadual|2|uxsxgstqc|7723
+16071|2018| |Natural|Estadual|2|yqbwytsrmcgwib|7847
+16121|2018| |Natural|Estadual|2|ptdvq|7970
+16188|2018| |Artificial|Estadual|2|ihzxkntnzbj|7992
+16222|2018|Lagoa do Clube|Natural|Estadual|2|ezjqnzaxixado|3557
+16255|2018| |Natural|Estadual|2|ftrs|8027
+16276|2018| |Artificial|Estadual|2|dizyqtmqm|8002
+16286|2018|Lagoa Maior|Natural|Estadual|2|nsaejfhnjc|8123
+16291|2018| |Natural|Estadual|2|ophnluvf|4115
+16308|2018| |Natural|Estadual|2|hqbhsmlfsq|8011
+16320|2018| |Natural|Estadual|2|oewfjqcqvzhpq|7846
+16369|2018| |Artificial|Estadual|2|cesxp|8195
+16441|2018| |Natural|Estadual|2|ogfwd|8320
+16444|2018|Lagoa Quarenta e Um|Natural|Estadual|2|klfpvd|7841
+16467|2018| |Artificial|Estadual|2|zheizdpd|7661
+16483|2018|Represa Ribeirão das Tabocas|Artificial|Estadual|2|ijyny|7928
+16485|2018|Represa de São José do Rio Preto|Artificial|Estadual|2|qpfoq|7816
+16491|2018|Lagoa Bonita|Natural|Estadual|2|gokvvvqykzjjjv|8202
+16522|2018| |Natural|Estadual|2|urlaxjjzdjvvj|7858
+16536|2018| |Artificial|Estadual|2|fpsymxitvyxge|7905
+16539|2018| |Natural|Estadual|2|xvioexets|11776
+16566|2018| |Natural|Estadual|2|bqgqu|7839
+16583|2018|Lagoa Comprida|Natural|Estadual|2|gptpjzw|3476
+16585|2018| |Artificial|Estadual|2|oeqhxwxwgfmpz|7806
+16611|2018| |Natural|Estadual|2|tmtnjpszku|7735
+16628|2018| |Artificial|Estadual|2|ukm|8037
+16629|2018| |Natural|Estadual|2|omfggyz|8170
+16669|2018|Lagoa das Bichas|Natural|Estadual|2|qsbfckbxaioqll|8310
+16715|2018| |Natural|Estadual|2|mzw|8323
+16891|2018| |Natural|Estadual|2|wbztoqoqz|8034
+16944|2018|Lagoa Assombrada|Natural|Estadual|2|hqelybyfo|7850
+16998|2018| |Artificial|Estadual|2|gzlhzpt|7883
+17023|2018| |Natural|Estadual|2|fbzls|8086
+17062|2018| |Natural|Estadual|2|yhpe|8079
+17081|2018| |Artificial|Estadual|2|sswgmlksfsnjodz|11762
+17118|2018|UHE Salto do Rio Verdinho|Artificial|Estadual|2|lpfpwcactsalgl|23048
+17161|2018| |Natural|Estadual|2|fvyv|8329
+17233|2018| |Natural|Estadual|2|pwbart|8138
+17248|2018| |Natural|Estadual|2|kvlavdudltrhse|7785
+17269|2018| |Artificial|Estadual|2|ggltxcjbwgx|4079
+17292|2018| |Natural|Estadual|2|lydmexn|8330
+17329|2018| |Artificial|Estadual|2|rtiu|11786
+17331|2018| |Artificial|Estadual|2|oojjzxhyegdprs|3990
+17345|2018| |Natural|Estadual|2|qxcbtqzvgr|8129
+17405|2018|UHE Santa Clara|Artificial|Estadual|2|jikywzu|7663
+17423|2018|Lagoa Embaúba|Natural|Estadual|2|rqnohhb|8391
+17474|2018| |Natural|Estadual|2|ixqwvnsa|8144
+17499|2018| |Natural|Estadual|2|grxh|7770
+17544|2018| |Natural|Estadual|2|srtgozxursuhuh|7652
+17558|2018| |Natural|Estadual|2|ytmclboww|4112
+17607|2018|Lagoa Formosa|Natural|Estadual|2|kukrzfueqxjbdv|8227
+17635|2018| |Natural|Estadual|2|jlzbbpwoxpg|7997
+17648|2018|UHE Mauá|Artificial|Estadual|2|qpirkv|23081
+17650|2018| |Artificial|Estadual|2|rxd|4046
+17655|2018|Lagoa do Ouro Branco|Natural|Estadual|2|eqmwogtgejnet|8033
+17694|2018| |Natural|Estadual|2|swzkigatwyp|8194
+17704|2018| |Natural|Estadual|2|wisaqtkqtsqgswy|3894
+17750|2018| |Artificial|Estadual|2|rfblpki|8178
+17766|2018| |Artificial|Estadual|2|pzbhuysstl|7690
+17770|2018| |Natural|Estadual|2|kkzhz|7672
+17787|2018|PCH Mourão I|Artificial|Estadual|2|nbtwyeaws|8101
+17794|2018| |Artificial|Estadual|2|yexijrhyejytz|8177
+17797|2018| |Artificial|Estadual|2|jwz|3779
+17833|2018| |Artificial|Estadual|2|emwg|4073
+17844|2018| |Artificial|Estadual|2|xhakxjzuub|3782
+17864|2018|Represa Rio Verde|Artificial|Estadual|2|yowakvvmxpbdz|7957
+17866|2018|Açude da Bomba|Artificial|Estadual|2|kkaaujoqb|7944
+17870|2018| |Artificial|Estadual|2|wvugvaasbmqng|3928
+17872|2018| |Artificial|Estadual|2|dsnjrds|3884
+17883|2018|Lago Paulo Gorski|Artificial|Estadual|2|rxmmswg|8125
+17888|2018|PCH Ribeirão do Pinhal|Artificial|Estadual|2|vdrnzxocmqv|3435
+17913|2018| |Artificial|Estadual|2|gaynsreo|8147
+17923|2018|CGH São João II|Artificial|Estadual|2|mhhdwpyyecw|11770
+17928|2018| |Artificial|Estadual|2|etrbu|8287
+17930|2018| |Artificial|Estadual|2|ddoquahfmvdw|3984
+17932|2018|CGH PG2|Artificial|Estadual|2|wjuevorxahcd|3883
+17934|2018|PCH São Jorge|Artificial|Estadual|2|hllb|7679
+17975|2018| |Artificial|Estadual|2|hhsmldzk|8319
+17976|2018| |Artificial|Estadual|2|fpjsuvwowm|8197
+17978|2018| |Artificial|Estadual|2|aqmjmjsfoyi|22800
+17993|2018|Ribeirão Mimoso|Artificial|Estadual|2|xuhfwhufyvfihxt|8399
+17995|2018| |Artificial|Estadual|2|cdqqdh|3931
+18002|2018| |Artificial|Estadual|2|jhrdjoajvivk|8087
+18010|2018|Represa Usina São Luiz|Artificial|Estadual|2|yekxevhmtu|8052
+18011|2018|PCH Apucaraninha|Artificial|Estadual|2|yph|8066
+18026|2018| |Artificial|Estadual|2|kmsz|3474
+18030|2018|UHE Barra Bonita|Artificial|Estadual|2|ziktbcssnppvwd|7922
+18032|2018|UHE Assis Chateaubriand|Artificial|Estadual|2|lvxuhvudhzh|8216
+18093|2018| |Natural|Estadual|2|mie|8166
+18107|2018|Lagoa Ãgua Doce|Natural|Estadual|2|panxebwmb|8362
+18155|2018|Represa do Córrego da Cabeceira Comprida|Artificial|Estadual|2|sikvlqcjr|8096
+18258|2018|Lagoa da Vaca|Natural|Estadual|2|baa|8334
+18275|2018|UHE Bariri|Artificial|Estadual|2|vkrgydlnduzbcmq|22759
+18309|2018|Represa Goiás Verde|Artificial|Estadual|2|cdpch|3926
+18316|2018| |Artificial|Estadual|2|rbbxhndnqzyphjg|11753
+18322|2018| |Artificial|Estadual|2|xulv|3887
+18336|2018| |Artificial|Estadual|2|ptxtezfxgr|3900
+18337|2018| |Artificial|Estadual|2|ytobnpzgzgc|3902
+18343|2018| |Artificial|Estadual|2|qvgg|8082
+18345|2018| |Artificial|Estadual|2|jnhuqrdwd|3927
+18353|2018| |Artificial|Estadual|2|yquejhyymhvtwwl|3910
+18383|2018| |Artificial|Estadual|2|untlxxkbpe|3923
+18393|2018|CGH Laranja Doce|Artificial|Estadual|2|ziatxiid|8071
+18394|2018|Represa Nova|Artificial|Estadual|2|eiyky|3544
+18419|2018|Lago Fishing Park|Artificial|Estadual|2|cmtm|7895
+18439|2018| |Artificial|Estadual|2|vne|3909
+18440|2018| |Artificial|Estadual|2|gbnzqkrt|3908
+18453|2018| |Artificial|Estadual|2|lppgetiytosol|8075
+18486|2018| |Artificial|Estadual|2|ykylqrwhuftmvy|8095
+18499|2018| |Artificial|Estadual|2|pdoouobu|3914
+18516|2018| |Artificial|Estadual|2|exffutriga|11956
+18542|2018| |Artificial|Estadual|2|wnhyijiafggk|8315
+18559|2018|Barragem Lago Igapó I|Artificial|Estadual|2|mchghiuwjcxku|8067
+18578|2018| |Artificial|Estadual|2|rbd|7670
+18580|2018|Represa Rio TatuÃ|Artificial|Estadual|2|gfupgpy|7890
+18598|2018|CGH Itaquerê|Artificial|Estadual|2|uwccppyqmjtbrr|7810
+18602|2018| |Artificial|Estadual|2|lyex|8024
+18608|2018|PCH Salto Curucaca II|Artificial|Estadual|2|meeuhrdpmfwk|8064
+18609|2018| |Artificial|Estadual|2|pywrvtuq|7987
+18632|2018| |Artificial|Estadual|2|qdlrdcrppzmwbd|3989
+18650|2018| |Artificial|Estadual|2|cyqkuhhz|7993
+18656|2018|CGH Rio Preto|Artificial|Estadual|2|gul|7651
+18665|2018| |Artificial|Estadual|2|wvwrhfgticfg|8019
+18666|2018| |Artificial|Estadual|2|cvlpgxzuqaahaef|7783
+18677|2018| |Artificial|Estadual|2|pxvtwhmmwpgobf|8309
+18694|2018|Represa Fazenda Pizzato|Artificial|Estadual|2|mhvhdcbcbto|7657
+18696|2018| |Artificial|Estadual|2|jxwsk|3876
+18740|2018|Represa Usina São Martinho|Artificial|Estadual|2|hkmqho|7940
+18759|2018| |Artificial|Estadual|2|wnbqi|7935
+18828|2018|Lagoa do Mato|Artificial|Estadual|2|orenpoitjjefuzn|8022
+18830|2018| |Artificial|Estadual|2|szhz|3916
+18831|2018| |Artificial|Estadual|2|yoqnezodp|8046
+18842|2018| |Artificial|Estadual|2|qgmbyy|7945
+18890|2018| |Artificial|Estadual|2|gqwcyasfzu|8062
+18891|2018| |Artificial|Estadual|2|bdnyrcdebywo|8193
+18928|2018| |Artificial|Estadual|2|yqbtwllwl|4063
+18945|2018|PCH Jaguaricatu I|Artificial|Estadual|2|nualulwtytmwhi|7972
+18962|2018|Represa Paramirim|Artificial|Estadual|2|lgvwjydnkccz|3499
+18972|2018| |Artificial|Estadual|2|cbbuprgkwstnxhm|8211
+18993|2018| |Artificial|Estadual|2|bmfm|3924
+19000|2018| |Artificial|Estadual|2|uaod|7973
+19006|2018| |Artificial|Estadual|2|gzmoov|3988
+19013|2018|Represa Fazenda da Grama|Artificial|Estadual|2|wtbylt|3489
+19065|2018|Represa Córrego Consulta|Artificial|Estadual|2|nruxcgy|8035
+19081|2018|Represa Parque do Sabiá|Artificial|Estadual|2|zybi|8278
+19092|2018| |Artificial|Estadual|2|bawu|3526
+19106|2018| |Artificial|Estadual|2|ziiuekfuxbh|3879
+19113|2018| |Artificial|Estadual|2|bearapazrzt|3885
+19116|2018|Represa São LuÃs|Artificial|Estadual|2|jfrxwpbtl|3446
+19143|2018| |Artificial|Estadual|2|loec|4114
+19145|2018| |Artificial|Estadual|2|ltjzspuim|3877
+19150|2018| |Artificial|Estadual|2|cutbqzousojoll|7800
+19159|2018| |Artificial|Estadual|2|pfrrbvin|8250
+19163|2018| |Artificial|Estadual|2|gswowajrrsutpbm|3886
+19206|2018| |Artificial|Estadual|2|siucaqiahttkbmv|3898
+19235|2018| |Artificial|Estadual|2|xsi|3901
+19277|2018| |Artificial|Estadual|2|zihckxrsemm|4070
+19283|2018| |Artificial|Estadual|2|rnjaozcqyoixjqk|3911
+19288|2018| |Artificial|Estadual|2|axhqdj|7900
+19332|2018|PCH Pirapora|Artificial|Estadual|2|neefxzttyqks|3542
+19356|2018| |Artificial|Estadual|2|ehogchbqzctj|3930
+19362|2018|UHE Rasgão|Artificial|Estadual|2|avtypf|3444
+19380|2018|Represa Cillos|Artificial|Estadual|2|meskc|3445
+19393|2018| |Artificial|Estadual|2|xgjhbzsews|11771
+19446|2018|Represa Usina São João|Artificial|Estadual|2|rieqrgxrwkl|3503
+19494|2018| |Artificial|Estadual|2|wbzdqrpiyps|7889
+19495|2018|Açude Vidal Dias (PCH Xicão)|Artificial|Estadual|2|yzzrcpfa|3577
+19497|2018| |Artificial|Estadual|2|iljuamzexav|3517
+19511|2018| |Artificial|Estadual|2|dssatjknpaqgc|3987
+19537|2018| |Artificial|Estadual|2|twsnuevyglndk|8251
+19544|2018|PCH Cascata|Artificial|Estadual|2|awdooaqnrxc|3536
+19565|2018| |Artificial|Estadual|2|qdevbnut|8259
+19568|2018| |Artificial|Estadual|2|jvgoctt|8111
+19569|2018| |Artificial|Estadual|2|qvirpd|8065
+19593|2018|PCH Jorda Flor|Artificial|Estadual|2|lupdtzovrpnlrnj|3480
+19596|2018| |Artificial|Estadual|2|aykjznawybatpfz|3554
+19624|2018| |Artificial|Estadual|2|rnq|3892
+19642|2018| |Artificial|Estadual|2|hii|11861
+19645|2018| |Artificial|Estadual|2|pzuctdfnjig|8196
+19667|2018| |Artificial|Estadual|2|ggdinpxdvxwotra|11740
+19669|2018|Represa Paraitinga|Artificial|Estadual|2|zcdgsdqrngduv|3562
+19684|2018|Represa Córrego Cruzeiro|Artificial|Estadual|2|firnjd|3477
+19715|2018| |Artificial|Estadual|2|lfecnfpwcbhq|3993
+19721|2018| |Artificial|Estadual|2|ickkgvckq|3899
+19758|2018|Represa Areia Branca|Artificial|Estadual|2|iicxhwwey|3492
+19766|2018| |Artificial|Estadual|2|xpeizawv|8209
+19790|2018|Represa do Vinte e Nove|Artificial|Estadual|2|mdqzvxelewncxc|7927
+19792|2018| |Artificial|Estadual|2|ufdwbh|3541
+19794|2018|Represa Ribeirão Claro|Artificial|Estadual|2|ydoobgcertxwspt|3509
+19812|2018| |Artificial|Estadual|2|auhdbhc|3488
+19818|2018| |Artificial|Estadual|2|fmwmvmyhdu|8343
+19826|2018| |Artificial|Estadual|2|zcmjnnxkhjgclkb|8397
+19855|2018| |Artificial|Estadual|2|hmjicnygjyh|11777
+19892|2018| |Artificial|Estadual|2|ssbgrnxfjswj|3515
+19897|2018| |Artificial|Estadual|2|godwalzurtxhi|8040
+19908|2018| |Artificial|Estadual|2|nprwu|7777
+19918|2018| |Artificial|Estadual|2|itcscmbclm|3889
+19922|2018| |Artificial|Estadual|2|itpe|3561
+19938|2018|PCH Santa Maria|Artificial|Estadual|2|opuhwcdedxcih|7886
+19939|2018| |Artificial|Estadual|2|kpnc|8028
+19948|2018| |Artificial|Estadual|2|aorbjhpi|7794
+19966|2018| |Artificial|Estadual|2|cmunojbankj|7807
+19983|2018|Represa Usina Albertina|Artificial|Estadual|2|ugimfukdulyqh|7937
+20014|2018| |Artificial|Estadual|2|naedk|8029
+20016|2018| |Artificial|Estadual|2|qfohmenifrz|11764
+20062|2018| |Artificial|Estadual|2|abfgsgjx|7656
+20073|2018|PCH ParaÃso II|Artificial|Estadual|2|dqapyyxnksz|8262
+20081|2018|UHE Itupararanga|Artificial|Estadual|2|nxttwua|3439
+20089|2018| |Artificial|Estadual|2|lupifkrqvltvryt|3457
+20091|2018| |Artificial|Estadual|2|pgkgob|4075
+20119|2018| |Artificial|Estadual|2|ruhlzxlkrsuffn|7984
+20148|2018|Represa Euclides Morelli|Artificial|Estadual|2|stpco|3511
+20154|2018| |Artificial|Estadual|2|uqksjoezbfaqmxd|3893
+20172|2018| |Artificial|Estadual|2|wifsanbgmlzpcgs|7969
+20180|2018|Barragem Pedro Beicht|Artificial|Estadual|2|avqycpqhoc|3530
+20193|2018| |Artificial|Estadual|2|xfgdvhvbopskc|11767
+20213|2018|Lago da Formiguinha|Artificial|Estadual|2|twsvicufyw|7658
+20224|2018|CGH Agropecuária Rio ParaÃso|Artificial|Estadual|2|pletmmpbtrm|8504
+20228|2018| |Artificial|Estadual|2|wxyjxgehfco|7946
+20231|2018| |Artificial|Estadual|2|ikgkdmwyf|7801
+20234|2018|PCH Santa Helena|Artificial|Estadual|2|fluqbispgm|3490
+20240|2018| |Artificial|Estadual|2|ivirlvchf|11769
+20249|2018|Represa Clube Náutico Araraquara|Artificial|Estadual|2|umcfeuckjnt|7931
+20276|2018| |Artificial|Estadual|2|embfvtk|7696
+20295|2018| |Artificial|Estadual|2|yjylgjvfil|4064
+20298|2018|Represa Pesque e Pague Nello Zuntini|Artificial|Estadual|2|uuazoxurb|7999
+20308|2018|Barragem Usina Santa Rita|Artificial|Estadual|2|ufoafapyhuzpf|7923
+20316|2018| |Artificial|Estadual|2|zvxnfvqaxsyvm|3915
+20326|2018|Represa da Barra|Artificial|Estadual|2|eumddmosoxkz|7925
+20328|2018| |Artificial|Estadual|2|jaizynqcev|3540
+20331|2018|UHE Volta Grande|Artificial|Estadual|2|nctqpucvr|23139
+20333|2018| |Artificial|Estadual|2|zoekjc|7885
+20335|2018| |Artificial|Estadual|2|jhdpmsjqyxjfbu|8026
+20339|2018| |Artificial|Estadual|2|fczgiqnhu|7812
+20388|2018| |Artificial|Estadual|2|trbp|4001
+20394|2018| |Artificial|Estadual|2|frjrjos|8213
+20396|2018| |Artificial|Estadual|2|bkvkrauxfbois|7986
+20399|2018| |Artificial|Estadual|2|dbookclgwnvx|4062
+20410|2018| |Artificial|Estadual|2|wzqbqh|8007
+20415|2018| |Artificial|Estadual|2|tiblevnbzh|8326
+20422|2018| |Artificial|Estadual|2|vsejj|8152
+20424|2018|Barragem Fosfértil|Artificial|Estadual|2|ixmfqdk|4106
+20433|2018| |Artificial|Estadual|2|gaqrctpeyuq|8280
+20451|2018| |Artificial|Estadual|2|zykqwfv|11794
+20457|2018|Represa Horto Florestal de Sumaré|Artificial|Estadual|2|slwznjnkjhtuzi|3491
+20464|2018|Represa Tabajara|Artificial|Estadual|2|jcmyqboqencoylq|3497
+20466|2018| |Artificial|Estadual|2|htiiqwwubdihdo|4078
+20469|2018|Represa Usina Lambari|Artificial|Estadual|2|bvmipq|7916
+20470|2018| |Artificial|Estadual|2|hgdjxbnqigkzfex|11789
+20476|2018| |Artificial|Estadual|2|zjj|7809
+20485|2018| |Artificial|Estadual|2|uelvdus|7929
+20487|2018|PCH São Bernardo|Artificial|Estadual|2|mmngksgh|3574
+20488|2018|Represa Ãguas Claras|Artificial|Estadual|2|yyt|23077
+20493|2018|PCH Lago Azul|Artificial|Estadual|2|qcmkomeicmgu|3882
+20512|2018| |Artificial|Estadual|2|dnnfyxoqg|7888
+20526|2018|UHE Porto Góes|Artificial|Estadual|2|bvwypstfg|23109
+20535|2018| |Artificial|Estadual|2|trqof|4061
+20537|2018| |Artificial|Estadual|2|qyj|7914
+20550|2018|Represa Bom Retiro|Artificial|Estadual|2|nsgnxkbooc|7926
+20553|2018| |Artificial|Estadual|2|rtonpdrdvusph|8314
+20577|2018| |Artificial|Estadual|2|zbqhihze|7913
+20586|2018|Barragem HermÃnio Ometto|Artificial|Estadual|2|kdwuddwlvvgxu|3507
+20602|2018|Barragem do Rio PiuÃ|Artificial|Estadual|2|azwrvabpfzw|3556
+20606|2018|PCH Poço Fundo|Artificial|Estadual|2|idtxp|3553
+20636|2018| |Artificial|Estadual|2|uwowzejeaoe|8199
+20644|2018| |Artificial|Estadual|2|hubfausk|8296
+20649|2018|Represa Ribeirão Boa Vista|Artificial|Estadual|2|zwyx|3495
+20680|2018| |Artificial|Estadual|2|sabpty|8190
+20714|2018| |Natural|Estadual|2|sgmeiakauignwl|7711
+20769|2018| |Natural|Estadual|2|crigotvsvnnd|8305
+20780|2018| |Artificial|Estadual|2|nlgmelkzyhgxw|3903
+20783|2018| |Natural|Estadual|2|olszwneumdipjwm|8137
+20804|2018|Barragem Rio Atibainha|Artificial|Estadual|2|zglxpsov|3546
+20835|2018|Salto Rio Chopim|Natural|Estadual|2|icwbskhhzngi|7671
+20837|2018| |Natural|Estadual|2|qky|4103
+20861|2018| |Artificial|Estadual|2|vnbwzeigafierwt|7976
+20863|2018| |Artificial|Estadual|2|zahkyujxohcdv|8214
+20880|2018| |Natural|Estadual|2|lrrosgqzxfcyhfq|11757
+20891|2018| |Natural|Estadual|2|cmlfpjqzxk|8093
+20903|2018|Represa Usina Vassununga|Artificial|Estadual|2|qugfsajhcpkigwm|7924
+20917|2018| |Artificial|Estadual|2|ktgy|8014
+20980|2018|Lagoa Branca|Natural|Estadual|2|obagbenp|3520
+20994|2018| |Artificial|Estadual|2|bjbnh|8056
+21007|2018| |Natural|Estadual|2|trivbpciv|7821
+21033|2018| |Natural|Estadual|2|rjtu|8212
+21047|2018| |Artificial|Estadual|2|utwhuyjinnzk|8208
+21051|2018|Represa Ribeirão do Campo|Artificial|Estadual|2|wkrfxbvnyvybvgy|3564
+21065|2018|Represa Usina São João|Artificial|Estadual|2|zlfevmeaqpbi|3501
+21073|2018| |Artificial|Estadual|2|kdtjhaygqsa|4065
+21077|2018| |Artificial|Estadual|2|saumqpercke|11751
+21084|2018| |Artificial|Estadual|2|iplnas|8322
+21088|2018| |Artificial|Estadual|2|emmfcovpduu|8003
+21100|2018| |Artificial|Estadual|2|lamtzvk|7930
+21105|2018|Represa do Mirante|Artificial|Estadual|2|vfepwhqjijduc|3500
+21114|2018| |Artificial|Estadual|2|siazmimerkztivk|8017
+21122|2018| |Artificial|Estadual|2|yyglajgu|3936
+21139|2018| |Artificial|Estadual|2|dafmumzvlgx|3432
+21175|2018|Represa Usina Lambari|Artificial|Estadual|2|dyimxavj|7915
+21193|2018| |Natural|Estadual|2|ykavopmclgbj|8021
+21205|2018| |Natural|Estadual|2|yhu|11775
+21218|2018|Córrego das Lagoas|Artificial|Estadual|2|fqxwssrsvl|8119
+21225|2018| |Natural|Estadual|2|bvoxwpaffirvo|8156
+21242|2018|Represa Rio JundiaÃ|Artificial|Estadual|2|zobk|3462
+21267|2018|PCH Batista Pilar|Artificial|Estadual|2|gbvddfujxzmr|3481
+21293|2018| |Artificial|Estadual|2|bdexod|7985
+21302|2018| |Artificial|Estadual|2|pfiftplvhitusrm|8201
+21408|2018|Represa Lindolpho Pio da Silva Dias|Artificial|Estadual|2|qnondxxmgv|3459
+21412|2018| |Artificial|Estadual|2|mdeuxnsbco|4072
+21463|2018|PCH Lobo|Artificial|Estadual|2|qemvrqezmmpepw|7906
+21475|2018|Represa Córrego Santana|Artificial|Estadual|2|nlyb|3478
+21487|2018| |Artificial|Estadual|2|xpqoiwrqsunm|3791
+21488|2018| |Artificial|Estadual|2|swnlpono|3919
+21524|2018| |Artificial|Estadual|2|jzspazdwnm|3925
+21550|2018|UHE Fundão|Artificial|Estadual|2|zxfmebupcpmqv|23104
+21595|2018| |Artificial|Estadual|2|pmgikzbreukgyl|11801
+21611|2018|Represa Paulo de Paiva Castro|Artificial|Estadual|2|krptbfoujd|3537
+21655|2018|CGH Ester|Artificial|Estadual|2|bwus|3496
+21666|2018|Represa Taiaçupeba|Artificial|Estadual|2|arpckeysoaqqucn|3539
+21675|2018| |Artificial|Estadual|2|idrioazw|7668
+21704|2018|CGH Justus|Artificial|Estadual|2|tvypiyhbckulfk|8044
+21708|2018| |Artificial|Estadual|2|iwhfzuczemu|3907
+21733|2018| |Artificial|Estadual|2|ghiqqcxnp|7977
+21762|2018| |Artificial|Estadual|2|cbdsyeq|8342
+21784|2018|PCH Rochedo|Artificial|Estadual|2|vsxrllbxshies|8249
+21820|2018| |Artificial|Estadual|2|lcigkeo|8374
+21823|2018| |Artificial|Estadual|2|kgnqdy|8254
+21824|2018|UHE Rio do Peixe|Artificial|Estadual|2|skvphsaz|3525
+21863|2018| |Artificial|Estadual|2|pkygkz|8481
+21869|2018|Reservatório Cebolão|Artificial|Estadual|2|ztsxxhghrbh|23094
+21876|2018| |Artificial|Estadual|2|odt|3438
+21907|2018| |Artificial|Estadual|2|aqfdiu|3878
+21939|2018|Represa Rio Piraquara I|Artificial|Estadual|2|iinshcd|7686
+21944|2018| |Artificial|Estadual|2|ngepaggbrimy|8020
+21963|2018|Barragem EduÃno Sbardellini|Artificial|Estadual|2|zdbkbh|3518
+21984|2018| |Artificial|Estadual|2|wqcbvpkmwxic|7703
+21992|2018|Reservatório Traição|Artificial|Estadual|2|pwgbun|23091
+21993|2018|Barragem João Leite|Artificial|Estadual|2|irxqyueryinhe|23062
+22009|2018|Represa Usina Jacarezinho|Artificial|Estadual|2|gddcawe|8049
+22016|2018| |Artificial|Estadual|2|mnrpitvgdixvhny|8004
+22041|2018|Represa Usina Bonfim|Artificial|Estadual|2|hdkjnahrdabw|7947
+22062|2018| |Artificial|Estadual|2|ebpfrbhsyzvilq|8200
+22074|2018|Represa Usina Nova América|Artificial|Estadual|2|cqfrxsu|7815
+22130|2018| |Natural|Estadual|2|noylzeqmji|7743
+22135|2018|PCH Jacaré Pepira|Artificial|Estadual|2|jzpbkeerqtkm|7911
+22138|2018|Lagoa Bonita|Natural|Estadual|2|prrgp|7842
+22162|2018| |Artificial|Estadual|2|agggvxvpmrn|3800
+22172|2018| |Artificial|Estadual|2|onybeclwvsrs|22804
+22183|2018|Represa Velha|Artificial|Estadual|2|liqxf|3543
+22201|2018|UHE Ibitinga|Artificial|Estadual|2|repdwryh|8008
+22231|2018| |Artificial|Estadual|2|mgcluhozmoshate|3521
+22253|2018|Barragem de Rejeito Mineração Catalão|Artificial|Estadual|2|xheueparb|8284
+22278|2018|Lagoa da Cerca|Natural|Estadual|2|jxeftkqnvarqp|8275
+22284|2018|Represa Sucupira|Artificial|Estadual|2|zzhjmniby|8283
+22285|2018| |Artificial|Estadual|2|dyhwjl|8045
+22288|2018| |Natural|Estadual|2|ayl|7881
+22292|2018| |Natural|Estadual|2|dgbjjtd|3586
+22357|2018| |Artificial|Estadual|2|sfvfrtuxe|8001
+22398|2018|Represa Fazenda Pontal|Artificial|Estadual|2|vdywymlu|8366
+22401|2018| |Artificial|Estadual|2|yfiucydaixdvejl|3920
+22409|2018| |Artificial|Estadual|2|rvdiekaygagd|11785
+22415|2018| |Artificial|Estadual|2|hijkxbwks|8373
+22419|2018| |Artificial|Estadual|2|plsf|3881
+22421|2018| |Artificial|Estadual|2|jcmvpzoaagujcx|8295
+22427|2018| |Artificial|Estadual|2|wlneup|8277
+22430|2018| |Artificial|Estadual|2|vxvrcob|11859
+22448|2018| |Artificial|Estadual|2|udhbpl|8375
+22466|2018| |Artificial|Estadual|2|zadu|8376
+22468|2018| |Artificial|Estadual|2|oewjk|8328
+22477|2018| |Artificial|Estadual|2|rzmwmizfmgqhi|8361
+22503|2018| |Artificial|Estadual|2|xdbof|8267
+22548|2018| |Artificial|Estadual|2|iaaskfqazjyq|3904
+22562|2018| |Artificial|Estadual|2|zyvxj|3905
+22564|2018|Açude do Moisés|Artificial|Estadual|2|mxfyuwyxcbhwy|8389
+22569|2018| |Artificial|Estadual|2|ykk|4077
+22578|2018| |Artificial|Estadual|2|rgdvryyb|8341
+22579|2018| |Artificial|Estadual|2|ixqtuwcbjubhce|8332
+22581|2018| |Artificial|Estadual|2|ixvgazubats|8321
+22594|2018| |Artificial|Estadual|2|zcsz|8299
+22606|2018| |Artificial|Estadual|2|dpbscdfocukzx|11754
+22609|2018| |Artificial|Estadual|2|tft|11758
+22657|2018|PCH Salto Natal|Artificial|Estadual|2|usirfr|8100
+22660|2018| |Artificial|Estadual|2|cbelgwlbpvev|8260
+22699|2018|UHE Amador Aguiar II|Artificial|Estadual|2|ziezpdibq|23045
+22702|2018| |Artificial|Estadual|2|sxciakzdr|8327
+22720|2018| |Artificial|Estadual|2|crcluvjhkzvexw|7893
--
GitLab
From bcc8e3ccfd2b88f8c76f663e8d93636d5b3c33c0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 10 Jun 2019 08:10:16 -0300
Subject: [PATCH 12/41] _aggregate accepts foreign_key from the called table as
a clause
---
database/database_table.py | 7 ++++++-
1 file changed, 6 insertions(+), 1 deletion(-)
diff --git a/database/database_table.py b/database/database_table.py
index 64ef5ee..2810be1 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -881,7 +881,12 @@ class DatabaseTable(Table):
referred_table.map_from_database()
selecter = select([getattr(func, aggregation)(source_column)])
- for fk_column, fkey in referred_table.get_relations(self):
+ try:
+ fk_dict = [(fk_column, fkey) for fk_column, fkey in referred_table.get_relations(self)]
+ except MissingForeignKeyError:
+ fk_dict = [(fk_column, fkey) for fk_column, fkey in self.get_relations(referred_table)]
+
+ for fk_column, fkey in fk_dict:
selecter = selecter.where(fk_column == fkey)
if year:
selecter = selecter.where(self.c.ano_censo == year)
--
GitLab
From 015246ee8ac2e9bc096d8d57697e0f7437db33fa Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Wed, 12 Jun 2019 07:36:23 -0300
Subject: [PATCH 13/41] run_aggregations now also run denormalizations
---
database/database_table.py | 29 +++++++++++++++++++++++++----
1 file changed, 25 insertions(+), 4 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index 2810be1..c5aecc5 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -227,6 +227,21 @@ class DatabaseTable(Table):
return query
+ def create_temporary_mirror(self, year, bind=None):
+ '''
+ Creates a new temporary table where its data mirrors the original, taken directly from the database
+ '''
+ ttable = self.get_temporary(year=year)
+ ttable.create(bind)
+ if bind is None:
+ bind = self.metadata.bind
+
+ original_columns = list(self.columns)
+ query = ttable.insert().from_select(original_columns, select(original_columns))
+ bind.execute(query)
+
+ return ttable
+
def check_protocol(self):
'''
Raises MissingProtocolError if no protocol is loaded.
@@ -789,7 +804,7 @@ class DatabaseTable(Table):
def _resolv_derivative(self, original, year):
'''
- Populates self._derivatives with all necessary derivatives to satify original in a given
+ Populates self._derivatives with all necessary derivatives to satisfy original in a given
year.
'''
if not hasattr(self, '_derivatives'):
@@ -855,6 +870,7 @@ class DatabaseTable(Table):
query[derivative['dbcolumn'][0]] = text(derivative['processed'])
query = update(ttable).values(**query)
+ print(query)
bind.execute(query)
return self._derivatives
@@ -882,11 +898,11 @@ class DatabaseTable(Table):
selecter = select([getattr(func, aggregation)(source_column)])
try:
- fk_dict = [(fk_column, fkey) for fk_column, fkey in referred_table.get_relations(self)]
+ fk_tuples = [(fk_column, fkey) for fk_column, fkey in referred_table.get_relations(self)]
except MissingForeignKeyError:
- fk_dict = [(fk_column, fkey) for fk_column, fkey in self.get_relations(referred_table)]
+ fk_tuples = [(fk_column, fkey) for fk_column, fkey in self.get_relations(referred_table)]
- for fk_column, fkey in fk_dict:
+ for fk_column, fkey in fk_tuples:
selecter = selecter.where(fk_column == fkey)
if year:
selecter = selecter.where(self.c.ano_censo == year)
@@ -916,6 +932,11 @@ class DatabaseTable(Table):
query = self._aggregate(column, func, source_column, year)
bind.execute(query)
+ # Run derivatives
+ ttable = self.create_temporary_mirror(year, bind)
+ self.apply_derivatives(ttable, ttable.columns.keys(), year, bind)
+ self.update_from_temporary(ttable, ttable.columns.keys(), bind)
+
def get_relations(self, table):
'''
Yields relations between two tables in format
--
GitLab
From 78380c88b2fc1abe105884cb0676dbe7892200cc Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 13 Jun 2019 09:08:58 -0300
Subject: [PATCH 14/41] Fix mapped columns in case
---
database/database_table.py | 17 ++++++++++-------
1 file changed, 10 insertions(+), 7 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index c5aecc5..99b0f91 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -773,7 +773,8 @@ class DatabaseTable(Table):
if table is self:
return self._derivative_recursion(column, year, recursion_list)
derivative = table._resolv_derivative(column, year)
- self._derivatives[target] = {'original': original, 'dbcolumn': dbcolumn, 'level': 0,
+
+ self._derivatives[target] = {'original': original, 'dbcolumn': dbcolumn, 'level': 0, 'dbmapped': True,
'new': '.'.join([table.name, derivative['dbcolumn'][0]])}
return self._derivatives[target]
@@ -796,10 +797,12 @@ class DatabaseTable(Table):
level = derivative['level'] + 1
processed = original
+ dbmapped = False # column neded to execute the derivative is present on table or need a file.
for substitution in substitutions:
processed = re.sub(substitution['original'], substitution['new'], processed)
+ dbmapped = True
self._derivatives[target] = {'original': original, 'dbcolumn': dbcolumn, 'level': level,
- 'processed': processed}
+ 'processed': processed, 'dbmapped': dbmapped}
return self._derivatives[target]
def _resolv_derivative(self, original, year):
@@ -836,7 +839,7 @@ class DatabaseTable(Table):
query = query.where(ttable.c.ano_censo == year)
yield query
- def apply_derivatives(self, ttable, columns, year, bind=None):
+ def apply_derivatives(self, ttable, columns, year, bind=None, dbonly=False):
'''
Given a list of columns, searches for derivatives and denormalizations and applies them
in the appropriate order. Dependencies will be updated regardless of being or not in the
@@ -860,17 +863,17 @@ class DatabaseTable(Table):
ttable.schema = t_schema
if len(self._derivatives) > 0:
max_level = max([self._derivatives[d]['level'] for d in self._derivatives])
- derivative_levels = []
for i in range(max_level):
i = i+1
query = {}
level = [self._derivatives[d] for d in self._derivatives if\
self._derivatives[d]['level'] == i]
for derivative in level:
- query[derivative['dbcolumn'][0]] = text(derivative['processed'])
+ if not dbonly or derivative['dbmapped']:
+ query[derivative['dbcolumn'][0]] = text(derivative['processed'])
query = update(ttable).values(**query)
- print(query)
+
bind.execute(query)
return self._derivatives
@@ -934,7 +937,7 @@ class DatabaseTable(Table):
# Run derivatives
ttable = self.create_temporary_mirror(year, bind)
- self.apply_derivatives(ttable, ttable.columns.keys(), year, bind)
+ self.apply_derivatives(ttable, ttable.columns.keys(), year, bind, dbonly=True)
self.update_from_temporary(ttable, ttable.columns.keys(), bind)
def get_relations(self, table):
--
GitLab
From db53e37dd1bcb818d7b28f5a15bbc22db4275b18 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 13 Jun 2019 10:34:36 -0300
Subject: [PATCH 15/41] Add table definitions submodule
---
.gitmodules | 3 +++
settings.py | 2 +-
table-definitions | 1 +
table_definitions/localoferta_ens_superior.json | 7 -------
table_definitions/matricula.json | 8 --------
table_definitions/test_database.json | 12 ------------
6 files changed, 5 insertions(+), 28 deletions(-)
create mode 100644 .gitmodules
create mode 160000 table-definitions
delete mode 100644 table_definitions/localoferta_ens_superior.json
delete mode 100644 table_definitions/matricula.json
delete mode 100644 table_definitions/test_database.json
diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 0000000..5c74adc
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "table-definitions"]
+ path = table-definitions
+ url = git@gitlab.c3sl.ufpr.br:tools/table-definitions.git
diff --git a/settings.py b/settings.py
index 1166eb2..9d627d3 100644
--- a/settings.py
+++ b/settings.py
@@ -46,7 +46,7 @@ BACKUP_FILE = 'backupdadoseducacionais'
MAPPING_PROTOCOLS_FOLDER = 'mapping_protocols'
# Folder for table definitions files
-TABLE_DEFINITIONS_FOLDER = 'table_definitions'
+TABLE_DEFINITIONS_FOLDER = 'table-definitions'
# Folder for scripts and sql tables
SCRIPTS_FOLDER = 'sql'
diff --git a/table-definitions b/table-definitions
new file mode 160000
index 0000000..181cf45
--- /dev/null
+++ b/table-definitions
@@ -0,0 +1 @@
+Subproject commit 181cf4557f507acf9cc598ee1ca5687397066572
diff --git a/table_definitions/localoferta_ens_superior.json b/table_definitions/localoferta_ens_superior.json
deleted file mode 100644
index 625f9e0..0000000
--- a/table_definitions/localoferta_ens_superior.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
- "pairing_description": "Tabela do censo do INEP - Ensino Superior",
- "data_source": "Dados abertos INEP - Microdados do Ensino Superior",
- "pk": ["ano_censo", "cod_local_oferta", "cod_curso"],
- "foreign_keys": [ ]
-}
-
diff --git a/table_definitions/matricula.json b/table_definitions/matricula.json
deleted file mode 100644
index b1a31fa..0000000
--- a/table_definitions/matricula.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
- "pairing_description": "Tabela de matrÃculas",
- "data_source": "Microdados do Censo Escolar/INEP (arquivo MatrÃculas)",
- "pk": ["ano_censo", "id"],
- "foreign_keys": [
-
- ]
-}
diff --git a/table_definitions/test_database.json b/table_definitions/test_database.json
deleted file mode 100644
index 76bb4ca..0000000
--- a/table_definitions/test_database.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
- "pairing_description": "Tabela utilizada para testes",
- "data_source": "Massa d' Ãgua Região Hidrográfica Parana - ANA - dados.gov.br",
- "pk": ["id"],
- "foreign_keys": [
- {
- "keys": ["id"],
- "reference_columns": ["id"],
- "reference_table": "test_reference"
- }
- ]
-}
--
GitLab
From b16791f66ef1f4ca49b02a7f013bb4b296db9b0a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 17 Jun 2019 07:55:49 -0300
Subject: [PATCH 16/41] Add mapping protocols submodule
---
.gitmodules | 3 +
mapping-protocols | 1 +
.../localoferta_ens_superior.csv | 18 ---
mapping_protocols/matricula.csv | 108 ------------------
mapping_protocols/matricula_remap.csv | 108 ------------------
mapping_protocols/test_database.csv | 9 --
6 files changed, 4 insertions(+), 243 deletions(-)
create mode 160000 mapping-protocols
delete mode 100644 mapping_protocols/localoferta_ens_superior.csv
delete mode 100644 mapping_protocols/matricula.csv
delete mode 100644 mapping_protocols/matricula_remap.csv
delete mode 100644 mapping_protocols/test_database.csv
diff --git a/.gitmodules b/.gitmodules
index 5c74adc..184062a 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,3 +1,6 @@
[submodule "table-definitions"]
path = table-definitions
url = git@gitlab.c3sl.ufpr.br:tools/table-definitions.git
+[submodule "mapping-protocols-hotmapper"]
+ path = mapping-protocols
+ url = git@gitlab.c3sl.ufpr.br:tools/mapping-protocols-hotmapper.git
diff --git a/mapping-protocols b/mapping-protocols
new file mode 160000
index 0000000..0014f23
--- /dev/null
+++ b/mapping-protocols
@@ -0,0 +1 @@
+Subproject commit 0014f2394e674fa5c6e461bbc2b98e8f78c3b923
diff --git a/mapping_protocols/localoferta_ens_superior.csv b/mapping_protocols/localoferta_ens_superior.csv
deleted file mode 100644
index eb02aef..0000000
--- a/mapping_protocols/localoferta_ens_superior.csv
+++ /dev/null
@@ -1,18 +0,0 @@
-Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2010,2011,2012,2013,2014,2015,2016
-SMPPIR-LOCAL-OFERTA1,CO_IES,Código único de identificação da IES,0,cod_ies,INTEGER,CO_IES,CO_IES,CO_IES,CO_IES,CO_IES,CO_IES,CO_IES
-SMPPIR-LOCAL-OFERTA2,CO_MUNICIPIO_LOCAL_OFERTA,Código do municÃpio do local de oferta,0,cod_municipio,INTEGER,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA
-SMPPIR-LOCAL-OFERTA3,NO_MUNICIPIO_LOCAL_OFERTA,Nome do municÃpio do local de oferta,0,nome_municipio,VARCHAR(255),NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA
-SMPPIR-LOCAL-OFERTA4,CO_UF_LOCAL_OFERTA,Código da Unidade da Federação do local de oferta,0,cod_uf,INTEGER,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA
-SMPPIR-LOCAL-OFERTA5,SGL_UF_LOCAL_OFERTA,Sigla da unidade da federação do local de oferta,0,sigla_uf,VARCHAR(2),SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA
-SMPPIR-LOCAL-OFERTA6,IN_SEDE,Informa se o agrupador é o principal da IES,0,sede,INTEGER,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE
-SMPPIR-LOCAL-OFERTA7,CO_CURSO_POLO,Código de identificação do polo vinculado ao curso,0,cod_curso_polo,INTEGER,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO
-SMPPIR-LOCAL-OFERTA8,CO_CURSO,Código único de identificação do curso,0,cod_curso,INTEGER,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO
-SMPPIR-LOCAL-OFERTA9,IN_LOCAL_OFERTA_NEAD,Informa se o tipo de local de oferta é Núcleo de Educação a Distância (NEAD),0,nucleo_educacao_a_distancia,INTEGER,,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD
-SMPPIR-LOCAL-OFERTA10,IN_LOCAL_OFERTA_UAB,Informa se o tipo de local de oferta é Polo Universidade Aberta do Brasil (UAB),0,universidade_aberta_do_brasil,INTEGER,,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB
-SMPPIR-LOCAL-OFERTA11,IN_LOCAL_OFERTA_REITORIA,Informa se o tipo de local de oferta é Unidade Administrativa/Reitoria,0,reitoria,INTEGER,,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA
-SMPPIR-LOCAL-OFERTA12,IN_LOCAL_OFERTA_POLO,Informa se o tipo de local de oferta é Polo de apoio presencial,0,polo_de_apoio_presencial,INTEGER,,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO
-SMPPIR-LOCAL-OFERTA13,IN_LOCAL_OFERTA_UNID_ACADEMICA,Informa se o tipo de local de oferta é Unidade Acadêmica,0,unidade_academica,INTEGER,,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA
-SMPPIR-LOCAL-OFERTA15,NO_LOCAL_OFERTA,Nome do local de oferta definido pela instituição,0,nome,VARCHAR(255),,,,NO_LOCAL_OFERTA,NO_LOCAL_OFERTA,NO_LOCAL_OFERTA,NO_LOCAL_OFERTA
-SMPPIR-LOCAL-OFERTA16,DT_INICIO_FUNCIONAMENTO,Data de inÃcio de funcionamento do local de oferta dos cursos EaD,0,data_incio_funcionamento,VARCHAR(255),,,,DT_INICIO_FUNCIONAMENTO,DT_INICIO_FUNCIONAMENTO,DT_INICIO_FUNCIONAMENTO,DT_INICIO_FUNCIONAMENTO
-SMPPIR-LOCAL-OFERTA17,CO_LOCAL_OFERTA,Código de identificação do local de oferta,0,cod_local_oferta,INTEGER,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA,CO_LOCAL_OFERTA
-ANO,ANO_CENSO,Ano de pesquisa,0,ano_censo,SMALLINT,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO
diff --git a/mapping_protocols/matricula.csv b/mapping_protocols/matricula.csv
deleted file mode 100644
index 0e9c08d..0000000
--- a/mapping_protocols/matricula.csv
+++ /dev/null
@@ -1,108 +0,0 @@
-Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2013,2014,2015,2016,2017
-ANO,NU_ANO_CENSO,Ano do Censo,0,ano_censo,INT,ANO_CENSO,ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO
-CEBMA002N0,ID_MATRICULA,Código único da matrÃcula,0,id,INT,PK_COD_MATRICULA,PK_COD_MATRICULA,ID_MATRICULA,ID_MATRICULA,ID_MATRICULA
-CEBMA003N0,CO_PESSOA_FISICA,Código do aluno (ID_INEP),0,cod_aluno,BIGINT,FK_COD_ALUNO,FK_COD_ALUNO,CO_PESSOA_FISICA,CO_PESSOA_FISICA,CO_PESSOA_FISICA
-CEBMA004N0,NU_DIA,Data de nascimento do aluno - dia,0,nasc_dia,TINYINT,NU_DIA,NU_DIA,NU_DIA,NU_DIA,NU_DIA
-CEBMA005N0,NU_MES,Data de nascimento do aluno - mês,0,nasc_mes,TINYINT,NU_MES,NU_MES,NU_MES,NU_MES,NU_MES
-CEBMA006N0,NU_ANO,Data de nascimento do aluno - ano,0,nasc_ano,SMALLINT,NU_ANO,NU_ANO,NU_ANO,NU_ANO,NU_ANO
-CEBMA007N0,NU_IDADE_REFERENCIA,Idade do aluno no mês de referência do Censo Escolar (31 de maio),0,idade_referencia,TINYINT,NUM_IDADE_REFERENCIA,NUM_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA
-CEBMA008N0,NU_IDADE,Idade calculada pelo ano de nascimento do aluno,0,idade,TINYINT,NUM_IDADE,NUM_IDADE,NU_IDADE,NU_IDADE,NU_IDADE
-CEBMA010N0,NU_DUR_ATIV_COMP_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atividade Complementar na mesma rede da turma de escolarização,0,tempo_mesma_rede,INT,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE
-CEBMA011N0,NU_DUR_ATIV_COMP_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atividade Complementar em outras redes,0,tempo_outras_redes,INT,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES
-CEBMA012N0,NU_DUR_AEE_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) na mesma rede da turma de escolarização,0,tempo_aee_mesma_rede,INT,,NUM_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE
-CEBMA013N0,NU_DUR_AEE_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) em outras redes,0,tempo_aee_outras_redes,INT,,NUM_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES
-CEBMA014N0,TP_SEXO,Sexo,0,sexo,TINYINT,"~CASE WHEN ""TP_SEXO""='m' OR ""TP_SEXO""='M' THEN 1 when ""TP_SEXO""='f' OR ""TP_SEXO""='F' THEN 2 END",TP_SEXO,TP_SEXO,TP_SEXO,TP_SEXO
-CEBMA015N0,TP_COR_RACA,Cor/raça,0,cor_raca_id,TINYINT,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA
-CEBMA016N0,TP_NACIONALIDADE,Nacionalidade,0,nacionalidade,TINYINT,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE
-CEBMA017N0,CO_PAIS_ORIGEM,Código do paÃs de origem,0,cod_pais_origem,INT,FK_COD_PAIS_ORIGEM,FK_COD_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM
-CEBMA018N0,CO_UF_NASC,Código da UF de nascimento,0,cod_estado_nasc,TINYINT,FK_COD_ESTADO_NASC,FK_COD_ESTADO_NASC,CO_UF_NASC,CO_UF_NASC,CO_UF_NASC
-CEBMA019N0,SGL_UF_NASCIMENTO,Sigla da UF de nascimento,0,,,SGL_UF_NASCIMENTO,,,,
-CEBMA020N0,CO_MUNICIPIO_NASC,Código do municÃpio de nascimento,0,cod_municipio_nasc,INT,FK_COD_MUNICIPIO_DNASC,FK_COD_MUNICIPIO_DNASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC
-CEBMA021N0,CO_UF_END,Código da UF de residência,0,cod_estado_atual,TINYINT,FK_COD_ESTADO_END,FK_COD_ESTADO_END,CO_UF_END,CO_UF_END,CO_UF_END
-CEBMA022N0,SIGLA_END,Sigla UF de residência,0,,,SIGLA_END,,,,
-CEBMA023N0,CO_MUNICIPIO_END,Código do municÃpio de residência,0,cod_municipio_atual,INT,FK_COD_MUNICIPIO_END,FK_COD_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END
-CEBMA024N0,TP_ZONA_RESIDENCIAL,Localização/Zona de residência,0,zona_residencial,TINYINT,ID_ZONA_RESIDENCIAL,ID_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL
-CEBMA025N0,TP_OUTRO_LOCAL_AULA,,0,aula_outro_local,TINYINT,ID_TIPO_ATENDIMENTO,ID_TIPO_ATENDIMENTO,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA
-CEBMA026N0,IN_TRANSPORTE_PUBLICO,Transporte escolar público,0,transporte_escolar_publico,BOOLEAN,ID_N_T_E_P,ID_N_T_E_P,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO
-CEBMA027N0,TP_RESPONSAVEL_TRANSPORTE,Poder público responsável pelo transporte escolar,0,responsavel_transp,TINYINT,ID_RESPONSAVEL_TRANSPORTE,ID_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE
-CEBMA028N0,IN_TRANSP_VANS_KOMBI,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Vans/VW Kombi),0,transporte_vans_kombi,BOOLEAN,ID_TRANSP_VANS_KOMBI,ID_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI
-CEBMA029N0,IN_TRANSP_MICRO_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Micro-ônibus),0,transporte_micro_onibus,BOOLEAN,ID_TRANSP_MICRO_ONIBUS,ID_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS
-CEBMA030N0,IN_TRANSP_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Ônibus),0,transporte_onibus,BOOLEAN,ID_TRANSP_ONIBUS,ID_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS
-CEBMA031N0,IN_TRANSP_BICICLETA,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Bicicleta),0,transporte_bicicleta,BOOLEAN,ID_TRANSP_BICICLETA,ID_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA
-CEBMA032N0,IN_TRANSP_TR_ANIMAL,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Tração Animal),0,transporte_animal,BOOLEAN,ID_TRANSP_TR_ANIMAL,ID_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL
-CEBMA033N0,IN_TRANSP_OUTRO_VEICULO,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Outro tipo de veÃculo rodoviário),0,transporte_outro,BOOLEAN,ID_TRANSP_OUTRO_VEICULO,ID_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO
-CEBMA034N0,IN_TRANSP_EMBAR_ATE5,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de até 5 alunos),0,transporte_embar_0_5,BOOLEAN,ID_TRANSP_EMBAR_ATE5,ID_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5
-CEBMA035N0,IN_TRANSP_EMBAR_5A15,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 5 a 15 alunos),0,transporte_embar_5_15,BOOLEAN,ID_TRANSP_EMBAR_5A15,ID_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15
-CEBMA036N0,IN_TRANSP_EMBAR_15A35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 15 a 35 alunos),0,transporte_embar_15_35,BOOLEAN,ID_TRANSP_EMBAR_15A35,ID_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35
-CEBMA037N0,IN_TRANSP_EMBAR_35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade acima de 35 alunos),0,transporte_embar_35,BOOLEAN,ID_TRANSP_EMBAR_35,ID_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35
-CEBMA038N0,IN_TRANSP_TREM_METRO,Tipo de veÃculo utilizado no transporte escolar Ferroviário (Trem/Metrô),0,transporte_trem_metro,BOOLEAN,ID_TRANSP_TREM_METRO,ID_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO
-CEBMA039N0,IN_NECESSIDADE_ESPECIAL,"Aluno com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação",0,possui_necessidade_especial,BOOLEAN,ID_POSSUI_NEC_ESPECIAL,ID_POSSUI_NEC_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL
-CEBMA040N0,IN_CEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (cegueira)",0,cegueira,BOOLEAN,ID_TIPO_NEC_ESP_CEGUEIRA,ID_TIPO_NEC_ESP_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA
-CEBMA041N0,IN_BAIXA_VISAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (baixa visão)",0,baixa_visao,BOOLEAN,ID_TIPO_NEC_ESP_BAIXA_VISAO,ID_TIPO_NEC_ESP_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO
-CEBMA042N0,IN_SURDEZ,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdez)",0,surdez,BOOLEAN,ID_TIPO_NEC_ESP_SURDEZ,ID_TIPO_NEC_ESP_SURDEZ,IN_SURDEZ,IN_SURDEZ,IN_SURDEZ
-CEBMA043N0,IN_DEF_AUDITIVA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência auditiva)",0,deficiencia_auditiva,BOOLEAN,ID_TIPO_NEC_ESP_DEF_AUDITIVA,ID_TIPO_NEC_ESP_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA
-CEBMA044N0,IN_SURDOCEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdocegueira)",0,surdo_cegueira,BOOLEAN,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA
-CEBMA045N0,IN_DEF_FISICA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência fÃsica)",0,deficiencia_fisica,BOOLEAN,ID_TIPO_NEC_ESP_DEF_FISICA,ID_TIPO_NEC_ESP_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA
-CEBMA046N0,IN_DEF_INTELECTUAL,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência intelectual)",0,deficiencia_intelectual,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MENTAL,ID_TIPO_NEC_ESP_DEF_MENTAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL
-CEBMA049N0,IN_DEF_MULTIPLA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência múltipla)",0,deficiencia_multiplas,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA
-CEBMA050N0,IN_AUTISMO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Autismo infantil)",0,autismo,BOOLEAN,ID_TIPO_NEC_ESP_AUTISMO,ID_TIPO_NEC_ESP_AUTISMO,IN_AUTISMO,IN_AUTISMO,IN_AUTISMO
-CEBMA051N0,IN_SINDROME_ASPERGER,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Asperger)",0,sindrome_asperger,BOOLEAN,ID_TIPO_NEC_ESP_ASPERGER,ID_TIPO_NEC_ESP_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER
-CEBMA052N0,IN_SINDROME_RETT,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Rett)",0,sindrome_rett,BOOLEAN,ID_TIPO_NEC_ESP_RETT,ID_TIPO_NEC_ESP_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT
-CEBMA053N0,IN_TRANSTORNO_DI,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Transtorno Desintegrativo da Infância)",0,transtorno_desintegrativo_da_infancia,BOOLEAN,ID_TIPO_NEC_ESP_TDI,ID_TIPO_NEC_ESP_TDI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI
-CEBMA054N0,IN_SUPERDOTACAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (altas habilidades/ superdotação)",0,superdotado,BOOLEAN,ID_TIPO_NEC_ESP_SUPERDOTACAO,ID_TIPO_NEC_ESP_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO
-CEBMA056N0,IN_RECURSO_LEDOR,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio Ledor",0,rec_esp_auxilio_ledor,BOOLEAN,ID_TIPO_REC_ESP_LEDOR,ID_TIPO_REC_ESP_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR
-CEBMA057N0,IN_RECURSO_TRANSCRICAO,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio-Transcrição",0,rec_esp_auxilio_transcricao,BOOLEAN,ID_TIPO_REC_ESP_TRANSCRICAO,ID_TIPO_REC_ESP_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO
-CEBMA058N0,IN_RECURSO_INTERPRETE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Guia-Intérprete",0,rec_esp_interprete,BOOLEAN,ID_TIPO_REC_ESP_INTERPRETE,ID_TIPO_REC_ESP_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE
-CEBMA059N0,IN_RECURSO_LIBRAS,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Intérprete de Libras",0,rec_esp_libras,BOOLEAN,ID_TIPO_REC_ESP_LIBRAS,ID_TIPO_REC_ESP_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS
-CEBMA060N0,IN_RECURSO_LABIAL,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Leitura Labial",0,rec_esp_leitura_labial,BOOLEAN,ID_TIPO_REC_ESP_LABIAL,ID_TIPO_REC_ESP_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL
-CEBMA061N0,IN_RECURSO_BRAILLE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova em Braille",0,rec_esp_prova_braille,BOOLEAN,ID_TIPO_REC_ESP_BRAILLE,ID_TIPO_REC_ESP_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE
-CEBMA062N0,IN_RECURSO_AMPLIADA_16,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 16)",0,rec_esp_prova_fonte_16,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_16,ID_TIPO_REC_ESP_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16
-CEBMA063N0,IN_RECURSO_AMPLIADA_20,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 20)",0,rec_esp_prova_fonte_20,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_20,ID_TIPO_REC_ESP_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20
-CEBMA064N0,IN_RECURSO_AMPLIADA_24,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 24)",0,rec_esp_prova_fonte_24,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_24,ID_TIPO_REC_ESP_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24
-CEBMA065N0,IN_RECURSO_NENHUM,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Nenhum",0,rec_esp_nenhum,BOOLEAN,ID_TIPO_REC_ESP_NENHUM,ID_TIPO_REC_ESP_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM
-CEBMA066N0,TP_INGRESSO_FEDERAIS,Forma de ingresso do aluno (apenas alunos de escolas federais),0,forma_ingresso,TINYINT,ID_INGRESSO_FEDERAIS,ID_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS
-CEBMA067N0,FK_COD_MOD_ENSINO,Modalidade de ensino da matrÃcula,0,modalidade_ensino,TINYINT,FK_COD_MOD_ENSINO,FK_COD_MOD_ENSINO,,,
-CEBTU009N0,TP_ETAPA_ENSINO,Etapa de ensino da matrÃcula,0,etapa_ensino_id,TINYINT,FK_COD_ETAPA_ENSINO,FK_COD_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO
-CEBMA069N0,TP_ETAPA_AGREGADA,Etapa de ensino agregada,0,etapa_agregada,TINYINT,,ID_ETAPA_AGREGADA_MAT,TP_ETAPA_AGREGADA,,
-CEBTU002N0,ID_TURMA,Código único da turma,0,turma_id,INT,PK_COD_TURMA,PK_COD_TURMA,ID_TURMA,ID_TURMA,ID_TURMA
-CEBTU010N0,CO_CURSO_EDUC_PROFISSIONAL,Curso da Educação Profissional Técnica,0,curso_prof,INT,FK_COD_CURSO_PROF,FK_COD_CURSO_PROF,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL
-CEBMA070N0,TP_UNIFICADA,"Unificada, multietapa, multi ou correção de fluxo",0,cod_unificada,TINYINT,COD_UNIFICADA,COD_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA
-CEBTU011N0,TP_TIPO_TURMA,Tipo de atendimento,0,tipo,INT,FK_COD_TIPO_TURMA,FK_COD_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA
-CEBES002N0,CO_ENTIDADE,Código da escola,0,escola_id,INT,PK_COD_ENTIDADE,PK_COD_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE
-COD_UF,CO_UF,Código da UF,0,estado_id,INT,FK_COD_ESTADO_ESCOLA,FK_COD_ESTADO_ESCOLA,CO_UF,CO_UF,CO_UF
-COD_MUN,CO_MUNICIPIO,Código do municÃpio,0,municipio_id,INT,COD_MUNICIPIO_ESCOLA,COD_MUNICIPIO_ESCOLA,CO_MUNICIPIO,CO_MUNICIPIO,CO_MUNICIPIO
-COD_DISTRITO,CO_DISTRITO,Código completo do distrito da escola,0,cod_distrito,INT,FK_CODIGO_DISTRITO,FK_CODIGO_DISTRITO,CO_DISTRITO,CO_DISTRITO,CO_DISTRITO
-CEBES014N0,TP_LOCALIZACAO,Ãrea da Localidade,0,localizacao_id,TINYINT,ID_LOCALIZACAO_ESC,ID_LOCALIZACAO_ESC,TP_LOCALIZACAO,TP_LOCALIZACAO,TP_LOCALIZACAO
-CEBES013N0,TP_DEPENDENCIA,Dependência Administrativa,0,dependencia_adm_id,TINYINT,ID_DEPENDENCIA_ADM_ESC,ID_DEPENDENCIA_ADM_ESC,TP_DEPENDENCIA,TP_DEPENDENCIA,TP_DEPENDENCIA
-CEBES015N0,TP_CATEGORIA_ESCOLA_PRIVADA,Categoria da escola privada,0,desc_categoria_escola_privada,TINYINT,DESC_CATA_ESCOLA_PRIV,DESC_CATA_ESCOLA_PRIV,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA
-CEBES016N0,IN_CONVENIADA_PP,Conveniada com o poder público,0,conveniada_pp,BOOLEAN,ID_CONVENIADA_PP_ESC,ID_CONVENIADA_PP_ESC,IN_CONVENIADA_PP,IN_CONVENIADA_PP,IN_CONVENIADA_PP
-CEBES017N0,TP_CONVENIO_PODER_PUBLICO,Dependência do convênio com o poder público,0,tipo_convenio_pp,TINYINT,"~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END","~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END",TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO
-CEBES018N0,IN_MANT_ESCOLA_PRIVADA_EMP,"Mantenedora da escola privada - Empresa, grupo empresarial do setor privado ou pessoa fÃsica",0,mant_escola_privada_emp,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_EMP,ID_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP
-CEBES019N0,IN_MANT_ESCOLA_PRIVADA_ONG,Mantenedora da escola privada - Organização Não Governamental (ONG) - internacional ou nacional. Organização da Sociedade Civil de Interesse Público (Oscip),0,mant_escola_privada_ong,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_ONG,ID_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG
-CEBES020N0,IN_MANT_ESCOLA_PRIVADA_SIND,"Mantenedora da escola privada - Sindicatos de trabalhadores ou patronais, associações e cooperativas",0,mant_escola_privada_sind,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIND,ID_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND
-CEBES022N0,IN_MANT_ESCOLA_PRIVADA_SIST_S,"Mantenedora da escola privada - Sistema S (Sesi, Senai, Sesc, outros)",0,mant_escola_privada_sist_s,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIST_S,ID_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S
-CEBES023N0,IN_MANT_ESCOLA_PRIVADA_S_FINS,Mantenedora da escola privada - Instituições sem fins lucrativos,0,mant_escola_privada_s_fins,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_S_FINS,ID_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS
-CEBES026N0,TP_REGULAMENTACAO,"Regulamentação/Autorização no Conselho ou Órgão Municipal, Estadual ou Federal de Educação",0,documento_regulamentacao,TINYINT,ID_DOCUMENTO_REGULAMENTACAO,ID_DOCUMENTO_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO
-CEBES139N0,TP_LOCALIZACAO_DIFERENCIADA,Localização diferenciada da escola,0,localizacao_diferenciada,TINYINT,ID_LOCALIZACAO_DIFERENCIADA,ID_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA
-CEBES142N0,IN_EDUCACAO_INDIGENA,Educação IndÃgena,0,educacao_indigena,BOOLEAN,ID_EDUCACAO_INDIGENA,ID_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA
-COD_MESO,CO_MESORREGIAO,Código da mesorregião,0,cod_mesorregiao,INT,,,CO_MESORREGIAO,CO_MESORREGIAO,CO_MESORREGIAO
-COD_MICRO,CO_MICRORREGIAO,Código da microrregião,0,cod_microregiao,INT,,,CO_MICRORREGIAO,CO_MICRORREGIAO,CO_MICRORREGIAO
-CEBTU087N0,TP_MEDIACAO_DIDATICO_PEDAGO,Tipo de mediação didático-pedagógica,0,tipo_med_didatico_pedag,TINYINT,,,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO
-CEBES163P1,IN_ESPECIAL_EXCLUSIVA,"Turma exclusiva de alunos com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Classes Especiais)",0,exclusiva_especial,BOOLEAN,"~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END","~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END",IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA
-CEBES157P1,IN_REGULAR,Ensino Regular,0,ensino_regular,BOOLEAN,"~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END","~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END",IN_REGULAR,IN_REGULAR,IN_REGULAR
-CEBES166P1,IN_EJA,Educação de Jovens e Adultos,0,eja,BOOLEAN,"~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END","~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END",IN_EJA,IN_EJA,IN_EJA
-CEBES170P1,IN_PROFISSIONALIZANTE,Educação Profissional,0,profissionalizante,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 0 END END","~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 0 END END",IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE
-CEBTU006N0,NU_DURACAO_TURMA,Tempo de permanência na turma da matrÃcula do aluno - Minutos,0,duracao,INT,NU_DUR_ESCOLARIZACAO,NU_DUR_ESCOLARIZACAO,NU_DURACAO_TURMA,NU_DURACAO_TURMA,NU_DURACAO_TURMA
-CEBTU092N0,NU_DIAS_ATIVIDADE,Número de dias por semana em que são realizadas as atividades da turma,0,dias_atividade,INT,,,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE
-CEBES013T1,,Dependência Administrativa com detalhamento das escolas privadas,0,dependencia_adm_priv,TINYINT,"~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END"
-CEBTU006T2,,Turno da Turma,0,turma_turno_id,TINYINT,,,,,
-CEBTU009T1,,Etapas e modalidades de ensino por segmento,0,etapas_mod_ensino_segmento_id,TINYINT," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END
-"," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "
-CEBMA008T1,,Idade do aluno em 31/03,0,idade_31_03,TINYINT,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END
-CEBMA008T3,,Faixa etária do aluno em 31/03,0,faixa_etaria_31_03,TINYINT,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;
-CEBTU009T3,,Etapas e modalidades por série/ano (e idade na Educação Infantil),0,serie_ano_id,INT,,,,,
-CEBES198N0,SIGLA,Sigla da UF da escola,0,sigla_estado,VARCHAR(8),SIGLA_ESCOLA,,,,
-CEBTU006T1,,Turma em Tempo Integral?,0,tempo_integral,BOOLEAN,"~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END"
-CEBTU009T4,,Etapas e modalidades de ensino por segmento resumido,0,etapa_resumida,TINYINT,,,,,
-CEBES171T1,,Ensino fundamental anos iniciais transformada,0,fundamental_ai,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END",,,
-CEBES172T1,,Ensino fundamental anos finais transformada,0,fundamental_af,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END",,,
diff --git a/mapping_protocols/matricula_remap.csv b/mapping_protocols/matricula_remap.csv
deleted file mode 100644
index 8fbb730..0000000
--- a/mapping_protocols/matricula_remap.csv
+++ /dev/null
@@ -1,108 +0,0 @@
-Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2013,2014,2015,2016,2017
-ANO,NU_ANO_CENSO,Ano do Censo,0,ano_censo,INT,ANO_CENSO,ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO
-CEBMA002N0,ID_MATRICULA,Código único da matrÃcula,0,id,INT,PK_COD_MATRICULA,PK_COD_MATRICULA,ID_MATRICULA,ID_MATRICULA,ID_MATRICULA
-CEBMA003N0,CO_PESSOA_FISICA,Código do aluno (ID_INEP),0,cod_aluno,BIGINT,FK_COD_ALUNO,FK_COD_ALUNO,CO_PESSOA_FISICA,CO_PESSOA_FISICA,CO_PESSOA_FISICA
-CEBMA004N0,NU_DIA,Data de nascimento do aluno - dia,0,nasc_dia,TINYINT,NU_DIA,NU_DIA,NU_DIA,NU_DIA,NU_DIA
-CEBMA005N0,NU_MES,Data de nascimento do aluno - mês,0,nasc_mes,TINYINT,NU_MES,NU_MES,NU_MES,NU_MES,NU_MES
-CEBMA006N0,NU_ANO,Data de nascimento do aluno - ano,0,nasc_ano,SMALLINT,NU_ANO,NU_ANO,NU_ANO,NU_ANO,NU_ANO
-CEBMA007N0,NU_IDADE_REFERENCIA,Idade do aluno no mês de referência do Censo Escolar (31 de maio),0,idade_referencia,TINYINT,NUM_IDADE_REFERENCIA,NUM_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA
-CEBMA008N0,NU_IDADE,Idade calculada pelo ano de nascimento do aluno,0,idade,TINYINT,NUM_IDADE,NUM_IDADE,NU_IDADE,NU_IDADE,NU_IDADE
-CEBMA010N0,NU_DUR_ATIV_COMP_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atividade Complementar na mesma rede da turma de escolarização,0,tempo_mesma_rede,INT,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE
-CEBMA011N0,NU_DUR_ATIV_COMP_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atividade Complementar em outras redes,0,tempo_outras_redes,INT,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES
-CEBMA012N0,NU_DUR_AEE_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) na mesma rede da turma de escolarização,0,tempo_aee_mesma_rede,INT,,NUM_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE
-CEBMA013N0,NU_DUR_AEE_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) em outras redes,0,tempo_aee_outras_redes,INT,,NUM_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES
-CEBMA014N0,TP_SEXO,Sexo,0,sexo,TINYINT,"~CASE WHEN ""TP_SEXO""='m' OR ""TP_SEXO""='M' THEN 1 when ""TP_SEXO""='f' OR ""TP_SEXO""='F' THEN 2 END",TP_SEXO,TP_SEXO,TP_SEXO,TP_SEXO
-CEBMA015N0,TP_COR_RACA,Cor/raça,0,cor_raca_id,TINYINT,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA
-CEBMA016N0,TP_NACIONALIDADE,Nacionalidade,0,nacionalidade,TINYINT,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE
-CEBMA017N0,CO_PAIS_ORIGEM,Código do paÃs de origem,0,cod_pais_origem,INT,FK_COD_PAIS_ORIGEM,FK_COD_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM
-CEBMA018N0,CO_UF_NASC,Código da UF de nascimento,0,cod_estado_nasc,TINYINT,FK_COD_ESTADO_NASC,FK_COD_ESTADO_NASC,CO_UF_NASC,CO_UF_NASC,CO_UF_NASC
-CEBMA019N0,SGL_UF_NASCIMENTO,Sigla da UF de nascimento,0,,,SGL_UF_NASCIMENTO,,,,
-CEBMA020N0,CO_MUNICIPIO_NASC,Código do municÃpio de nascimento,0,cod_municipio_nasc,INT,FK_COD_MUNICIPIO_DNASC,FK_COD_MUNICIPIO_DNASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC
-CEBMA021N0,CO_UF_END,Código da UF de residência,0,cod_estado_atual,TINYINT,FK_COD_ESTADO_END,FK_COD_ESTADO_END,CO_UF_END,CO_UF_END,CO_UF_END
-CEBMA022N0,SIGLA_END,Sigla UF de residência,0,,,SIGLA_END,,,,
-CEBMA023N0,CO_MUNICIPIO_END,Código do municÃpio de residência,0,cod_municipio_atual,INT,FK_COD_MUNICIPIO_END,FK_COD_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END
-CEBMA024N0,TP_ZONA_RESIDENCIAL,Localização/Zona de residência,0,zona_residencial,TINYINT,ID_ZONA_RESIDENCIAL,ID_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL
-CEBMA025N0,TP_OUTRO_LOCAL_AULA,,0,aula_outro_local,TINYINT,ID_TIPO_ATENDIMENTO,ID_TIPO_ATENDIMENTO,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA
-CEBMA026N0,IN_TRANSPORTE_PUBLICO,Transporte escolar público,0,transporte_escolar_publico,BOOLEAN,ID_N_T_E_P,ID_N_T_E_P,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO
-CEBMA027N0,TP_RESPONSAVEL_TRANSPORTE,Poder público responsável pelo transporte escolar,0,responsavel_transp,TINYINT,ID_RESPONSAVEL_TRANSPORTE,ID_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE
-CEBMA028N0,IN_TRANSP_VANS_KOMBI,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Vans/VW Kombi),0,transporte_vans_kombi,BOOLEAN,ID_TRANSP_VANS_KOMBI,ID_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI
-CEBMA029N0,IN_TRANSP_MICRO_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Micro-ônibus),0,transporte_micro_onibus,BOOLEAN,ID_TRANSP_MICRO_ONIBUS,ID_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS
-CEBMA030N0,IN_TRANSP_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Ônibus),0,transporte_onibus,BOOLEAN,ID_TRANSP_ONIBUS,ID_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS
-CEBMA031N0,IN_TRANSP_BICICLETA,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Bicicleta),0,transporte_bicicleta,BOOLEAN,ID_TRANSP_BICICLETA,ID_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA
-CEBMA032N0,IN_TRANSP_TR_ANIMAL,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Tração Animal),0,transporte_animal,BOOLEAN,ID_TRANSP_TR_ANIMAL,ID_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL
-CEBMA033N0,IN_TRANSP_OUTRO_VEICULO,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Outro tipo de veÃculo rodoviário),0,transporte_outro,BOOLEAN,ID_TRANSP_OUTRO_VEICULO,ID_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO
-CEBMA034N0,IN_TRANSP_EMBAR_ATE5,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de até 5 alunos),0,transporte_embar_0_5,BOOLEAN,ID_TRANSP_EMBAR_ATE5,ID_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5
-CEBMA035N0,IN_TRANSP_EMBAR_5A15,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 5 a 15 alunos),0,transporte_embar_5_15,BOOLEAN,ID_TRANSP_EMBAR_5A15,ID_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15
-CEBMA036N0,IN_TRANSP_EMBAR_15A35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 15 a 35 alunos),0,transporte_embar_15_35,BOOLEAN,ID_TRANSP_EMBAR_15A35,ID_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35
-CEBMA037N0,IN_TRANSP_EMBAR_35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade acima de 35 alunos),0,transporte_embar_35,BOOLEAN,ID_TRANSP_EMBAR_35,ID_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35
-CEBMA038N0,IN_TRANSP_TREM_METRO,Tipo de veÃculo utilizado no transporte escolar Ferroviário (Trem/Metrô),0,transporte_trem_metro,BOOLEAN,ID_TRANSP_TREM_METRO,ID_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO
-CEBMA039N0,IN_NECESSIDADE_ESPECIAL,"Aluno com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação",0,possui_necessidade_especial,BOOLEAN,ID_POSSUI_NEC_ESPECIAL,ID_POSSUI_NEC_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL
-CEBMA040N0,IN_CEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (cegueira)",0,cegueira,BOOLEAN,ID_TIPO_NEC_ESP_CEGUEIRA,ID_TIPO_NEC_ESP_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA
-CEBMA041N0,IN_BAIXA_VISAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (baixa visão)",0,baixa_visao,BOOLEAN,ID_TIPO_NEC_ESP_BAIXA_VISAO,ID_TIPO_NEC_ESP_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO
-CEBMA042N0,IN_SURDEZ,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdez)",0,surdez,BOOLEAN,ID_TIPO_NEC_ESP_SURDEZ,ID_TIPO_NEC_ESP_SURDEZ,IN_SURDEZ,IN_SURDEZ,IN_SURDEZ
-CEBMA043N0,IN_DEF_AUDITIVA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência auditiva)",0,deficiencia_auditiva,BOOLEAN,ID_TIPO_NEC_ESP_DEF_AUDITIVA,ID_TIPO_NEC_ESP_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA
-CEBMA044N0,IN_SURDOCEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdocegueira)",0,surdo_cegueira,BOOLEAN,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA
-CEBMA045N0,IN_DEF_FISICA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência fÃsica)",0,deficiencia_fisica,BOOLEAN,ID_TIPO_NEC_ESP_DEF_FISICA,ID_TIPO_NEC_ESP_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA
-CEBMA046N0,IN_DEF_INTELECTUAL,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência intelectual)",0,deficiencia_intelectual,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MENTAL,ID_TIPO_NEC_ESP_DEF_MENTAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL
-CEBMA049N0,IN_DEF_MULTIPLA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência múltipla)",0,deficiencia_multiplas,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA
-CEBMA050N0,IN_AUTISMO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Autismo infantil)",0,autismo,BOOLEAN,ID_TIPO_NEC_ESP_AUTISMO,ID_TIPO_NEC_ESP_AUTISMO,IN_AUTISMO,IN_AUTISMO,IN_AUTISMO
-CEBMA051N0,IN_SINDROME_ASPERGER,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Asperger)",0,sindrome_asperger,BOOLEAN,ID_TIPO_NEC_ESP_ASPERGER,ID_TIPO_NEC_ESP_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER
-CEBMA052N0,IN_SINDROME_RETT,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Rett)",0,sindrome_rett,BOOLEAN,ID_TIPO_NEC_ESP_RETT,ID_TIPO_NEC_ESP_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT
-CEBMA053N0,IN_TRANSTORNO_DI,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Transtorno Desintegrativo da Infância)",0,transtorno_desintegrativo_da_infancia,BOOLEAN,ID_TIPO_NEC_ESP_TDI,ID_TIPO_NEC_ESP_TDI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI
-CEBMA054N0,IN_SUPERDOTACAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (altas habilidades/ superdotação)",0,superdotado,BOOLEAN,ID_TIPO_NEC_ESP_SUPERDOTACAO,ID_TIPO_NEC_ESP_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO
-CEBMA056N0,IN_RECURSO_LEDOR,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio Ledor",0,rec_esp_auxilio_ledor,BOOLEAN,ID_TIPO_REC_ESP_LEDOR,ID_TIPO_REC_ESP_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR
-CEBMA057N0,IN_RECURSO_TRANSCRICAO,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio-Transcrição",0,rec_esp_auxilio_transcricao,BOOLEAN,ID_TIPO_REC_ESP_TRANSCRICAO,ID_TIPO_REC_ESP_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO
-CEBMA058N0,IN_RECURSO_INTERPRETE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Guia-Intérprete",0,rec_esp_interprete,BOOLEAN,ID_TIPO_REC_ESP_INTERPRETE,ID_TIPO_REC_ESP_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE
-CEBMA059N0,IN_RECURSO_LIBRAS,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Intérprete de Libras",0,rec_esp_libras,BOOLEAN,ID_TIPO_REC_ESP_LIBRAS,ID_TIPO_REC_ESP_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS
-CEBMA060N0,IN_RECURSO_LABIAL,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Leitura Labial",0,rec_esp_leitura_labial,BOOLEAN,ID_TIPO_REC_ESP_LABIAL,ID_TIPO_REC_ESP_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL
-CEBMA061N0,IN_RECURSO_BRAILLE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova em Braille",0,rec_esp_prova_braille,BOOLEAN,ID_TIPO_REC_ESP_BRAILLE,ID_TIPO_REC_ESP_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE
-CEBMA062N0,IN_RECURSO_AMPLIADA_16,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 16)",0,rec_esp_prova_fonte_16,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_16,ID_TIPO_REC_ESP_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16
-CEBMA063N0,IN_RECURSO_AMPLIADA_20,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 20)",0,rec_esp_prova_fonte_20,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_20,ID_TIPO_REC_ESP_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20
-CEBMA064N0,IN_RECURSO_AMPLIADA_24,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 24)",0,rec_esp_prova_fonte_24,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_24,ID_TIPO_REC_ESP_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24
-CEBMA065N0,IN_RECURSO_NENHUM,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Nenhum",0,rec_esp_nenhum,BOOLEAN,ID_TIPO_REC_ESP_NENHUM,ID_TIPO_REC_ESP_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM
-CEBMA066N0,TP_INGRESSO_FEDERAIS,Forma de ingresso do aluno (apenas alunos de escolas federais),0,forma_ingresso,TINYINT,ID_INGRESSO_FEDERAIS,ID_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS
-CEBMA067N0,FK_COD_MOD_ENSINO,Modalidade de ensino da matrÃcula,0,modalidade_ensino,TINYINT,FK_COD_MOD_ENSINO,FK_COD_MOD_ENSINO,,,
-CEBTU009N0,TP_ETAPA_ENSINO,Etapa de ensino da matrÃcula,0,etapa_ensino_id,TINYINT,FK_COD_ETAPA_ENSINO,FK_COD_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO
-CEBMA069N0,TP_ETAPA_AGREGADA,Etapa de ensino agregada,0,etapa_agregada,TINYINT,,ID_ETAPA_AGREGADA_MAT,TP_ETAPA_AGREGADA,,
-CEBTU002N0,ID_TURMA,Código único da turma,0,turma_id,INT,PK_COD_TURMA,PK_COD_TURMA,ID_TURMA,ID_TURMA,ID_TURMA
-CEBTU010N0,CO_CURSO_EDUC_PROFISSIONAL,Curso da Educação Profissional Técnica,0,curso_prof,INT,FK_COD_CURSO_PROF,FK_COD_CURSO_PROF,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL
-CEBMA070N0,TP_UNIFICADA,"Unificada, multietapa, multi ou correção de fluxo",0,cod_unificada,TINYINT,COD_UNIFICADA,COD_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA
-CEBTU011N0,TP_TIPO_TURMA,Tipo de atendimento,0,tipo,INT,FK_COD_TIPO_TURMA,FK_COD_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA
-CEBES002N0,CO_ENTIDADE,Código da escola,0,escola_id,INT,PK_COD_ENTIDADE,PK_COD_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE
-COD_UF,CO_UF,Código da UF,0,estado_id,INT,FK_COD_ESTADO_ESCOLA,FK_COD_ESTADO_ESCOLA,CO_UF,CO_UF,CO_UF
-COD_MUN,CO_MUNICIPIO,Código do municÃpio,0,municipio_id,INT,COD_MUNICIPIO_ESCOLA,COD_MUNICIPIO_ESCOLA,CO_MUNICIPIO,CO_MUNICIPIO,CO_MUNICIPIO
-COD_DISTRITO,CO_DISTRITO,Código completo do distrito da escola,0,cod_distrito,INT,FK_CODIGO_DISTRITO,FK_CODIGO_DISTRITO,CO_DISTRITO,CO_DISTRITO,CO_DISTRITO
-CEBES014N0,TP_LOCALIZACAO,Ãrea da Localidade,0,localizacao_id,TINYINT,ID_LOCALIZACAO_ESC,ID_LOCALIZACAO_ESC,TP_LOCALIZACAO,TP_LOCALIZACAO,TP_LOCALIZACAO
-CEBES013N0,TP_DEPENDENCIA,Dependência Administrativa,0,dependencia_adm_id,TINYINT,ID_DEPENDENCIA_ADM_ESC,ID_DEPENDENCIA_ADM_ESC,TP_DEPENDENCIA,TP_DEPENDENCIA,TP_DEPENDENCIA
-CEBES015N0,TP_CATEGORIA_ESCOLA_PRIVADA,Categoria da escola privada,0,desc_categoria_escola_privada,TINYINT,DESC_CATA_ESCOLA_PRIV,DESC_CATA_ESCOLA_PRIV,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA
-CEBES016N0,IN_CONVENIADA_PP,Conveniada com o poder público,0,conveniada_pp,BOOLEAN,ID_CONVENIADA_PP_ESC,ID_CONVENIADA_PP_ESC,IN_CONVENIADA_PP,IN_CONVENIADA_PP,IN_CONVENIADA_PP
-CEBES017N0,TP_CONVENIO_PODER_PUBLICO,Dependência do convênio com o poder público,0,tipo_convenio_pp,TINYINT,"~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END","~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END",TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO
-CEBES018N0,IN_MANT_ESCOLA_PRIVADA_EMP,"Mantenedora da escola privada - Empresa, grupo empresarial do setor privado ou pessoa fÃsica",0,mant_escola_privada_emp,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_EMP,ID_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP
-CEBES019N0,IN_MANT_ESCOLA_PRIVADA_ONG,Mantenedora da escola privada - Organização Não Governamental (ONG) - internacional ou nacional. Organização da Sociedade Civil de Interesse Público (Oscip),0,mant_escola_privada_ong,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_ONG,ID_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG
-CEBES020N0,IN_MANT_ESCOLA_PRIVADA_SIND,"Mantenedora da escola privada - Sindicatos de trabalhadores ou patronais, associações e cooperativas",0,mant_escola_privada_sind,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIND,ID_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND
-CEBES022N0,IN_MANT_ESCOLA_PRIVADA_SIST_S,"Mantenedora da escola privada - Sistema S (Sesi, Senai, Sesc, outros)",0,mant_escola_privada_sist_s,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIST_S,ID_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S
-CEBES023N0,IN_MANT_ESCOLA_PRIVADA_S_FINS,Mantenedora da escola privada - Instituições sem fins lucrativos,0,mant_escola_privada_s_fins,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_S_FINS,ID_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS
-CEBES026N0,TP_REGULAMENTACAO,"Regulamentação/Autorização no Conselho ou Órgão Municipal, Estadual ou Federal de Educação",0,documento_regulamentacao,TINYINT,ID_DOCUMENTO_REGULAMENTACAO,ID_DOCUMENTO_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO
-CEBES139N0,TP_LOCALIZACAO_DIFERENCIADA,Localização diferenciada da escola,0,localizacao_diferenciada,TINYINT,ID_LOCALIZACAO_DIFERENCIADA,ID_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA
-CEBES142N0,IN_EDUCACAO_INDIGENA,Educação IndÃgena,0,educacao_indigena,BOOLEAN,ID_EDUCACAO_INDIGENA,ID_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA
-COD_MESO,CO_MESORREGIAO,Código da mesorregião,0,cod_mesorregiao,INT,,,CO_MESORREGIAO,CO_MESORREGIAO,CO_MESORREGIAO
-COD_MICRO,CO_MICRORREGIAO,Código da microrregião,0,cod_microregiao,INT,,,CO_MICRORREGIAO,CO_MICRORREGIAO,CO_MICRORREGIAO
-CEBTU087N0,TP_MEDIACAO_DIDATICO_PEDAGO,Tipo de mediação didático-pedagógica,0,tipo_med_didatico_pedag,TINYINT,,,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO
-CEBES163P1,IN_ESPECIAL_EXCLUSIVA,"Turma exclusiva de alunos com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Classes Especiais)",0,exclusiva_especial,BOOLEAN,"~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END","~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END",IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA
-CEBES157P1,IN_REGULAR,Ensino Regular,0,ensino_regular,BOOLEAN,"~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END","~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END",IN_REGULAR,IN_REGULAR,IN_REGULAR
-CEBES166P1,IN_EJA,Educação de Jovens e Adultos,0,eja,BOOLEAN,"~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END","~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END",IN_EJA,IN_EJA,IN_EJA
-CEBES170P1,IN_PROFISSIONALIZANTE,Educação Profissional,0,profissionalizante,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 9 END END","~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 9 END END",IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE
-CEBTU006N0,NU_DURACAO_TURMA,Tempo de permanência na turma da matrÃcula do aluno - Minutos,0,duracao,INT,NU_DUR_ESCOLARIZACAO,NU_DUR_ESCOLARIZACAO,NU_DURACAO_TURMA,NU_DURACAO_TURMA,NU_DURACAO_TURMA
-CEBTU092N0,NU_DIAS_ATIVIDADE,Número de dias por semana em que são realizadas as atividades da turma,0,dias_atividade,INT,,,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE
-CEBES013T1,,Dependência Administrativa com detalhamento das escolas privadas,0,dependencia_adm_priv,TINYINT,"~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END"
-CEBTU006T2,,Turno da Turma,0,turma_turno_id,TINYINT,,,,,
-CEBTU009T1,,Etapas e modalidades de ensino por segmento,0,etapas_mod_ensino_segmento_id,TINYINT," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END
-"," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "
-CEBMA008T1,,Idade do aluno em 31/03,0,idade_31_03,TINYINT,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END
-CEBMA008T3,,Faixa etária do aluno em 31/03,0,faixa_etaria_31_03,TINYINT,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;
-CEBTU009T3,,Etapas e modalidades por série/ano (e idade na Educação Infantil),0,serie_ano_id,INT,,,,,
-CEBES198N0,SIGLA,Sigla da UF da escola,0,sigla_estado,VARCHAR(8),SIGLA_ESCOLA,,,,
-CEBTU006T1,,Turma em Tempo Integral?,0,tempo_integral,BOOLEAN,"~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END"
-CEBTU009T4,,Etapas e modalidades de ensino por segmento resumido,0,etapa_resumida,TINYINT,,,,,
-CEBES171T1,,Ensino fundamental anos iniciais transformada,0,fundamental_ai,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END",,,
-CEBES172T1,,Ensino fundamental anos finais transformada,0,fundamental_af,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END",,,
diff --git a/mapping_protocols/test_database.csv b/mapping_protocols/test_database.csv
deleted file mode 100644
index 33ca128..0000000
--- a/mapping_protocols/test_database.csv
+++ /dev/null
@@ -1,9 +0,0 @@
-Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2018
-OBJID,objectid,ID,0,id,INT,objectid
-ANO,ano,Ano,0,ano_censo,INT,ano
-NOMEOG,mpprogomaç,Nome,0,nome,VARCHAR(64),nooriginal
-ESPCD,esp_cd,Código da massa,0,massa_id,INT,esp_cd
-TIPOMASS,detipomass,Tipo,0,tipo,VARCHAR(16),detipomass
-TIPOADM,dedominial,Tipo Administrativo,0,adm,VARCHAR(16),dedominial
-CODADM,,Código Administrativo,0,adm_id,INT,"~CASE WHEN (""dedominial"" = 'Federal') THEN 1 WHEN (""dedominial"" = 'Estadual') THEN 2 END"
-CODTIPO,,Código do tipo,0,tipo_id,INT,~CASE WHEN (tipo = 'Natural') THEN 1 WHEN (tipo = 'Artificial') THEN 0 END
--
GitLab
From 6bb2f376b9aef58960f15a9c2dfa8a923742d53b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 17 Jun 2019 08:01:55 -0300
Subject: [PATCH 17/41] Add sql scripts submodule
---
.gitmodules | 3 +
settings.py | 4 +-
sql-scripts | 1 +
sql/regiao.sql | 32 -
sql/test_reference.sql | 25027 ---------------------------------------
table-definitions | 2 +-
6 files changed, 7 insertions(+), 25062 deletions(-)
create mode 160000 sql-scripts
delete mode 100644 sql/regiao.sql
delete mode 100644 sql/test_reference.sql
diff --git a/.gitmodules b/.gitmodules
index 184062a..cee3f9e 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -4,3 +4,6 @@
[submodule "mapping-protocols-hotmapper"]
path = mapping-protocols
url = git@gitlab.c3sl.ufpr.br:tools/mapping-protocols-hotmapper.git
+[submodule "sql-scripts"]
+ path = sql-scripts
+ url = git@gitlab.c3sl.ufpr.br:tools/sql-scripts.git
diff --git a/settings.py b/settings.py
index 9d627d3..6bcf610 100644
--- a/settings.py
+++ b/settings.py
@@ -43,13 +43,13 @@ BACKUP_FOLDER = '/home/banco/dumps/monetdb/'
BACKUP_FILE = 'backupdadoseducacionais'
# Folder where mapping protocols can be found - relative to root
-MAPPING_PROTOCOLS_FOLDER = 'mapping_protocols'
+MAPPING_PROTOCOLS_FOLDER = 'mapping-protocols'
# Folder for table definitions files
TABLE_DEFINITIONS_FOLDER = 'table-definitions'
# Folder for scripts and sql tables
-SCRIPTS_FOLDER = 'sql'
+SCRIPTS_FOLDER = 'sql-scripts'
# Source table definitions
SOURCE_TABLE_NAME = 'fonte'
diff --git a/sql-scripts b/sql-scripts
new file mode 160000
index 0000000..87666dc
--- /dev/null
+++ b/sql-scripts
@@ -0,0 +1 @@
+Subproject commit 87666dc7f49b358daf0fc81c751ee36e46bc81f0
diff --git a/sql/regiao.sql b/sql/regiao.sql
deleted file mode 100644
index 640ff0e..0000000
--- a/sql/regiao.sql
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
-Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
-Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
-
-This file is part of HOTMapper.
-
-HOTMapper is free software: you can redistribute it and/or modify
-it under the terms of the GNU General Public License as published by
-the Free Software Foundation, either version 3 of the License, or
-(at your option) any later version.
-
-HOTMapper is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU General Public License for more details.
-
-You should have received a copy of the GNU General Public License
-along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
-*/
-
-CREATE TABLE regiao
-(
- id serial,
- nome text not null
-);
-
-COPY 5 RECORDS INTO regiao FROM stdin USING DELIMITERS ',','\n';
-1,Norte
-2,Nordeste
-3,Sudeste
-4,Sul
-5,Centro-Oeste
diff --git a/sql/test_reference.sql b/sql/test_reference.sql
deleted file mode 100644
index a1d724e..0000000
--- a/sql/test_reference.sql
+++ /dev/null
@@ -1,25027 +0,0 @@
-/*
-Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
-Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
-
-This file is part of HOTMapper.
-
-HOTMapper is free software: you can redistribute it and/or modify
-it under the terms of the GNU General Public License as published by
-the Free Software Foundation, either version 3 of the License, or
-(at your option) any later version.
-
-HOTMapper is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU General Public License for more details.
-
-You should have received a copy of the GNU General Public License
-along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
-*/
-
-CREATE TABLE test_reference (
- id SERIAL,
- random_string VARCHAR(16) NOT NULL
-);
-
-COPY 25000 RECORDS INTO "sys"."test_reference" FROM stdin USING DELIMITERS ';','\n';
-
-0;vcunt
-1;atrxvvhvg
-2;mzeac
-3;qgme
-4;hgr
-5;aajogajmcmi
-6;grpnwn
-7;mzcbptnkdzhs
-8;kmz
-9;hfcpinqqw
-10;dktrqxqmoiioo
-11;yciljoi
-12;ofsyzukyyo
-13;nqczkizfpvequp
-14;lwyoatwt
-15;klnpmvhk
-16;eniafvwjq
-17;lnxbpbtrldffqtl
-18;fpfpc
-19;tsezfflmvelca
-20;qssaaqpwoxrirg
-21;ahybxhpmzirf
-22;pnhpkut
-23;sovogkygri
-24;xwefxmsd
-25;hhmijvfwhf
-26;jyxf
-27;nxhimmrytnrf
-28;ooyqltdebpwqtwg
-29;nghhsldw
-30;ndxdagcwkvepnix
-31;ebhtsdimeva
-32;yfkudzphbghbt
-33;dbfehm
-34;tpglitkjycle
-35;kyig
-36;jmwiut
-37;vbdbubyvyylp
-38;jyalqarzmjxdxh
-39;tqyphlz
-40;xhslmjp
-41;izcndkv
-42;qtwfhpqugjw
-43;okxcucqu
-44;bxxoicjmpza
-45;gtzyihgjx
-46;nnqvek
-47;flfdbnlf
-48;sdjdxcph
-49;gxmhnbjxnbytsj
-50;lscqdyvhwfle
-51;igh
-52;azg
-53;cbjdafmq
-54;seqopirsjv
-55;btwz
-56;utaa
-57;jha
-58;pxuuqpb
-59;blkn
-60;zipworjtdfah
-61;zwejicklupfuq
-62;acsahemzroik
-63;mhudi
-64;tkuapxwiutbslpj
-65;vqseyglamjsixa
-66;lswfebvfzu
-67;wcnpqmya
-68;sduefwa
-69;fsw
-70;bwgyjijn
-71;wjcgzlsppzqne
-72;orhuljretpgnpdy
-73;httlaijskx
-74;wzcdrtdbtc
-75;tbpvt
-76;xkzkz
-77;echhxqbivgexu
-78;uxtdhxxgil
-79;gfo
-80;rqnrl
-81;uewsjerxv
-82;dtcqnhpn
-83;kpqyqvowyiytnhs
-84;ldjrod
-85;hptmujlpqjgfp
-86;exnio
-87;mozg
-88;rswliqsdtocvm
-89;sero
-90;hlzikuhn
-91;aftjhreum
-92;tsdmotudpopbql
-93;mnc
-94;epyyfetjpzzrgy
-95;svywqqxlyhcfju
-96;vmimcmmcncsjlp
-97;opaaxoffexxvv
-98;phbbifbqdf
-99;rtfsjldxgpfyws
-100;wujiwwttv
-101;ikaxcfktrrm
-102;tcaqwjvu
-103;bwuazqtndhwbzxs
-104;mus
-105;ugwc
-106;syfrmjrtrvjaq
-107;aulxsydpze
-108;lqwateju
-109;zxywqtrzcya
-110;svdcdsxpg
-111;jihklnhhsojz
-112;xhsbgwez
-113;ilsarwdcr
-114;lujt
-115;gtuctrt
-116;rnhky
-117;sryip
-118;sigkelpkuwrw
-119;oggqwag
-120;bezaljqjfyixd
-121;lqxmbpiza
-122;czszsm
-123;evxxefxcexbqxw
-124;goluegputwp
-125;iarywp
-126;tjgmxlyophyhhb
-127;raybm
-128;xjfqwmaw
-129;ouxzcuqxxioso
-130;jhuwejbgfr
-131;kiqideaguxsrl
-132;nrm
-133;oeqt
-134;kph
-135;mxdvjsjbk
-136;tvvlejr
-137;wcfeqb
-138;iuftbevnufwt
-139;jaazakithoucvt
-140;ajyaoywbuuisea
-141;vjtullqzla
-142;hgdl
-143;umgvfefrbtjs
-144;kuuroxcyttporli
-145;fbixofzwdnmymgh
-146;wqhkeqluxxcj
-147;sao
-148;hnadctlueazjm
-149;wjbaballhbc
-150;inxhysephifyad
-151;abkryci
-152;tosdzdoc
-153;fquwhwcilnjrsjo
-154;qlkxvtpnm
-155;fqkhrcp
-156;hjwqsasiifucsr
-157;wuptmsnjfc
-158;adnssctq
-159;zpudggeboy
-160;ehmz
-161;shgdvz
-162;czbvbupveqoqw
-163;maxwnlqjjvm
-164;iqphtdvety
-165;hqjboyycarju
-166;whv
-167;wowzjfl
-168;tdmfcgv
-169;apfkjy
-170;ncbsmky
-171;zrwnmjntphkig
-172;iaabfclpdna
-173;hwxuphddpkqw
-174;uaghglkuimtqxt
-175;gqt
-176;qrlxxur
-177;evavxmler
-178;rlxas
-179;awjkehsrqdkfs
-180;seyb
-181;tknlxgqlmpcta
-182;sprdv
-183;vbujwyg
-184;fcr
-185;hazs
-186;pkcfidwifstcfvy
-187;aexxy
-188;rbhefpncj
-189;lcg
-190;hwbxiypzidlji
-191;eaxkvdorp
-192;nwcauldfjougsch
-193;loxet
-194;nghetyzecqacqh
-195;noisvp
-196;ofuxpafnzc
-197;dmisecsqjndniae
-198;wlzhko
-199;sjpqaqswtjf
-200;itfznddwfmzsiks
-201;hjhbwxipprvdsvo
-202;xdaakju
-203;dkiw
-204;lbdkmrxvcvqnx
-205;fnx
-206;abxo
-207;jhzff
-208;mjhtmlo
-209;hlxfqedenbrb
-210;pojxmlq
-211;qggmawrj
-212;qrwmgssngez
-213;giusej
-214;ayudjaaaedh
-215;rqjijcsnifv
-216;bqgqkdijg
-217;tix
-218;rmdkajteafsd
-219;ivpznvoahc
-220;tmfevts
-221;heykg
-222;nckzba
-223;yti
-224;mgijec
-225;uzeddflon
-226;lyzgvzii
-227;pewpw
-228;hmruggwzhqlnhah
-229;hnqgqg
-230;tqrbougdclopr
-231;tnwncommwih
-232;seriydz
-233;tmvuif
-234;xjxsuzfn
-235;zgdpngkaupscss
-236;vyxzxgj
-237;mvotzykwgiidr
-238;nlltknxyxm
-239;baoezfe
-240;ganjnpktgupjog
-241;ibsnwhvhoi
-242;wdqwzctimmzlull
-243;hxfp
-244;szjgdrtic
-245;rtrtppbtxpxapuo
-246;jhqtgrtxvgenk
-247;fvsakywd
-248;dlcp
-249;ihaxjiqolsg
-250;xlsrdwhxkqdcc
-251;syjekho
-252;mjccym
-253;nfdxltrcchjn
-254;zasfgxyfnykhuoj
-255;eilwmxkdrdmat
-256;pkkfftxghu
-257;xgga
-258;aaomnd
-259;trzmzuynujugrt
-260;txnecf
-261;fbzuvdt
-262;uajus
-263;dsvzvsws
-264;xmlabaegovu
-265;omfuxde
-266;hscbiagulspwupk
-267;sekauvgkhna
-268;qfoe
-269;kdoak
-270;bjjadqzk
-271;ioucvmq
-272;ymbpuklhhbctuj
-273;rewexjzuuceiq
-274;wkonunmqw
-275;bwrxmrrbjiybk
-276;gnulwguicsch
-277;vtkhbscddf
-278;nsnywt
-279;zrcdrsznkfqmw
-280;qtaq
-281;rptrjadfkyl
-282;arr
-283;tjppzlvpz
-284;irj
-285;zmdijo
-286;lhotusyjh
-287;uucthasnxexvp
-288;qlwprkibuikrfb
-289;wfvvcxrabchyirw
-290;aoofwyvygf
-291;hbtj
-292;ucntxxjhkyse
-293;zeeh
-294;naylqugzfliygk
-295;rrbapwxxczxttyp
-296;nkgsttyim
-297;mzigyf
-298;uqdqzenxgzfur
-299;msozp
-300;faqi
-301;rnl
-302;vfzwo
-303;elyrlxviay
-304;mvoodqbgfg
-305;drqwfr
-306;saf
-307;zprajnnhjggrt
-308;pvmwlcyv
-309;hltjdmysqppgc
-310;urgjprfrlozhn
-311;bdeihi
-312;koxtuibfinjt
-313;wfuhrzm
-314;ohwqqscvkpghb
-315;akbobvl
-316;kaghgjwa
-317;wtxo
-318;wyq
-319;oxueufatkqzgcp
-320;mqmzcu
-321;kywvyplfwkgrc
-322;efkiykbwbrb
-323;zafvwybj
-324;xew
-325;dbubchsjblv
-326;aommqbsaay
-327;dfczbaxovmr
-328;hnzwamsh
-329;ykoyehunevkfpgq
-330;cyutvkyq
-331;ofrunlfnxugejk
-332;xmhcvly
-333;lcxn
-334;iqionswmzl
-335;krz
-336;prmpsaubiaj
-337;ceagt
-338;nsggwsbsik
-339;fsszvgfh
-340;topylpdcrdev
-341;tjaw
-342;pdwy
-343;kirlvmouh
-344;llfdkrfps
-345;mzrz
-346;edgbwfuvpolo
-347;wnam
-348;xzkxbwphev
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diff --git a/table-definitions b/table-definitions
index 181cf45..cdea443 160000
--- a/table-definitions
+++ b/table-definitions
@@ -1 +1 @@
-Subproject commit 181cf4557f507acf9cc598ee1ca5687397066572
+Subproject commit cdea443e34bf09df2223aebe3090c6920442a38a
--
GitLab
From 40935ab717f750202e429d3c4147814682f11401 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 18 Jun 2019 08:13:01 -0300
Subject: [PATCH 18/41] Add tests for run_aggregations
---
tests/database_test.py | 64 +-
.../database_test_data/verify_data_insert.csv | 2118 ++++++++---------
.../database_test_data/verify_data_update.csv | 2118 ++++++++---------
3 files changed, 2166 insertions(+), 2134 deletions(-)
diff --git a/tests/database_test.py b/tests/database_test.py
index d6201bd..b0a3497 100755
--- a/tests/database_test.py
+++ b/tests/database_test.py
@@ -37,13 +37,14 @@ sqlalchemy_logger.setLevel(logging.ERROR)
table_test = 'test_database'
csvpath = os.path.join(os.getcwd(), 'tests/database_test_data', 'test_database_data.csv')
+protocol_path = os.path.join(settings.MAPPING_PROTOCOLS_FOLDER, table_test + '.csv')
+mapping_df_original = pd.read_csv(protocol_path, index_col=0)
class VerificationFailed(Exception):
'''Raised when the verification fails, automatically drops the test table'''
def __init__(self, *args):
database.actions.drop("test_database")
-
def compare_columns(table, verify_csv, error_string):
with ENGINE.connect():
verify_columns_df = pd.read_csv(os.path.join(settings.MAPPING_PROTOCOLS_FOLDER, verify_csv),
@@ -69,10 +70,23 @@ def compare_data(table, verify_csv, error_string):
result = connection.execute(sel)
content = result.fetchall()
print('Initializing data verification:\n')
- verify_table = pd.read_csv(verify_csv, sep='|')
+ verify_table = pd.read_csv(verify_csv, sep=',')
+ verify_table = verify_table.replace({pd.np.nan: None})
verify_content = list(verify_table.itertuples(index=False, name=None))
if verify_content != content:
- raise VerificationFailed('Something went wrong, please rerun in debug mode.' + error_string)
+ raise VerificationFailed('Something went wrong, please rerun in debug mode. ' + error_string)
+
+def modify_mapping_protocol():
+ mapping_df = pd.read_csv(protocol_path, index_col=0)
+
+ mapping_df = mapping_df.drop('TIPOMASS') # remove tipo_id
+ mapping_df.loc['RDREF'] = ['', 'Texto aleatório da test_reference', 0, 'random_string', 'VARCHAR(16)',
+ '~test_reference.random_string']
+ mapping_df.loc['CODTIPO'] = ['', 'Código do tipo', 0, 'tipo_id', 'INT',
+ '~CASE WHEN ("detipomass" =' + " 'Natural') THEN 1 ELSE 0 END"]
+ mapping_df.at['ESPCD', 'Nome Banco'] = 'esp_id' # rename massa_id to esp_id
+ mapping_df.to_csv(protocol_path)
+
def test_creation():
if not ENGINE.dialect.has_table(ENGINE, 'test_reference'):
@@ -112,16 +126,7 @@ def test_remap_without_changes():
def test_remap_with_all_changes():
print('\nTesting a remap with all possible changes:')
- protocol_path = os.path.join(settings.MAPPING_PROTOCOLS_FOLDER, table_test + '.csv')
- mapping_df = pd.read_csv(protocol_path, index_col=0)
- mapping_df_original = mapping_df # saves a copy of the original protocol to be restored later
- mapping_df = mapping_df.drop('CODTIPO') # remove tipo_id
- mapping_df.loc['RDREF'] = ['', 'Texto aleatório da test_reference', 0, 'random_string', 'VARCHAR(16)',
- '~test_reference.random_string']
- mapping_df.at['ESPCD', 'Nome Banco'] = 'esp_id' # rename massa_id to esp_id
- mapping_df.to_csv(protocol_path)
- for _ in range(100):
- pass
+ modify_mapping_protocol()
try:
database.actions.remap(table_test)
table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
@@ -130,12 +135,30 @@ def test_remap_with_all_changes():
mapping_df_original.to_csv(protocol_path)
print('REMAP WITH ALL POSSIBLE CHANGES CHANGES SUCCESS!\n\n')
+def test_run_aggregations():
+ print('\nRunning aggregations and denormalizations:')
+
+ modify_mapping_protocol()
+ try:
+ database.actions.run_aggregations(table_test, '2018')
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ compare_data(table, './tests/database_test_data/verify_data_aggregations.csv',
+ 'RUN AGGREGATIONS VERIFICATION FAILED')
+ finally:
+ mapping_df_original.to_csv(protocol_path)
+ print('RUN AGGREGATIONS SUCCESS!\n\n')
+
def test_update_from_file():
print('\nTesting an update from file:')
- database.actions.update_from_file(csvpath, table_test, '2018', delimiters=[',', '\\n', '"'])
- table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
- compare_data(table, './tests/database_test_data/verify_data_update.csv', 'UPDATE FROM FILE VERIFICATION FAILED')
+ modify_mapping_protocol()
+ try:
+ database.actions.update_from_file(csvpath, table_test, '2018', delimiters=[',', '\\n', '"'])
+ table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
+ compare_data(table, './tests/database_test_data/verify_data_update.csv', 'UPDATE FROM FILE VERIFICATION FAILED')
+ finally:
+ mapping_df_original.to_csv(protocol_path)
+
print('UPDATE FROM FILE SUCCESS!\n\n')
def test_drop():
@@ -161,6 +184,15 @@ def test_all():
@manager.command()
def remap_all():
test_remap_with_all_changes()
+ os.execl(sys.executable, 'python', '-m', 'tests.database_test', 'run_aggregations_all')
+
+@manager.command()
+def run_aggregations_all():
+ test_run_aggregations()
+ os.execl(sys.executable, 'python', '-m', 'tests.database_test', 'update_data_all')
+
+@manager.command()
+def update_data_all():
test_update_from_file()
test_drop()
diff --git a/tests/database_test_data/verify_data_insert.csv b/tests/database_test_data/verify_data_insert.csv
index 94c2ce6..686b0b4 100644
--- a/tests/database_test_data/verify_data_insert.csv
+++ b/tests/database_test_data/verify_data_insert.csv
@@ -1,1059 +1,1059 @@
-id|ano|nome|massa_id|tipo|adm|adm_id|tipo_id
-2|2018|Represa do Descoberto|8255|Artificial|Federal|1|0
-14|2018|UHE Rosana|8107|Artificial|Federal|1|0
-23|2018|UHE Canoas II|22900|Artificial|Federal|1|0
-27|2018|UHE Salto Osório|7673|Artificial|Federal|1|0
-39|2018|Represa Santa Maria|3946|Artificial|Federal|1|0
-67|2018|Lagoa São João|11871|Natural|Federal|1|1
-70|2018|UHE Salto Grande|8053|Artificial|Federal|1|0
-80|2018|Represa HercÃlio Nardi e Albino Perin|3912|Artificial|Federal|1|0
-157|2018|UHE Ourinhos|23122|Artificial|Federal|1|0
-159|2018|UHE Paranapanema|23088|Artificial|Federal|1|0
-173|2018|UHE Canoas I|23036|Artificial|Federal|1|0
-175|2018|UHE Porto Colômbia|8276|Artificial|Federal|1|0
-207|2018|UHE Americana|3494|Artificial|Federal|1|0
-247|2018|UHE Governador Bento Munhoz da Rocha Neto|7659|Artificial|Federal|1|0
-248|2018|Lagoa do Sossego|11727|Natural|Federal|1|1
-251|2018| |4083|Artificial|Federal|1|0
-258|2018|UHE Furnas|3460|Artificial|Federal|1|0
-260|2018|UHE Governador José Richa|7674|Artificial|Federal|1|0
-264|2018|UHE Emborcação|21665|Artificial|Federal|1|0
-266|2018|UHE Salto Santiago|7664|Artificial|Federal|1|0
-288|2018|UHE Batalha|23060|Artificial|Federal|1|0
-309|2018|Represa Agriter I|3921|Artificial|Federal|1|0
-321|2018| |11868|Natural|Federal|1|1
-328|2018|UHE Corumbá I|8240|Artificial|Federal|1|0
-329|2018|UHE Itumbiara|8228|Artificial|Federal|1|0
-339|2018|UHE Caconde|3434|Artificial|Federal|1|0
-351|2018|UHE Marechal Mascarenhas de Moraes|3529|Artificial|Federal|1|0
-355|2018|UHE São Simão|8293|Artificial|Federal|1|0
-366|2018|UHE Porto Primavera|7773|Artificial|Federal|1|0
-414|2018|UHE Marimbondo|8042|Artificial|Federal|1|0
-419|2018|UHE Ãgua Vermelha|8292|Artificial|Federal|1|0
-433|2018|UHE Chavantes|7994|Artificial|Federal|1|0
-437|2018|UHE Serra do Facão|23059|Artificial|Federal|1|0
-450|2018|UHE Governador Ney Aminthas de Barros Braga|7337|Artificial|Federal|1|0
-458|2018|UHE Jurumirim|8217|Artificial|Federal|1|0
-464|2018|UHE Camargos|3578|Artificial|Federal|1|0
-468|2018|UHE Capivara|8074|Artificial|Federal|1|0
-480|2018|UHE Ilha Solteira|8242|Artificial|Federal|1|0
-487|2018|UHE Itutinga|3595|Artificial|Federal|1|0
-489|2018|UHE Cachoeira Dourada|8398|Artificial|Federal|1|0
-490|2018|Represa Fazenda Pamplona|3922|Artificial|Federal|1|0
-495|2018|UHE Jupiá|8124|Artificial|Federal|1|0
-507|2018|UHE Paranoá|3945|Artificial|Federal|1|0
-528|2018|UHE Jaguara|3793|Artificial|Federal|1|0
-547|2018|UHE Funil|3581|Artificial|Federal|1|0
-549|2018|UHE Volta Grande|21663|Artificial|Federal|1|0
-596|2018|Barragem Fazenda Poço Claro ou Lamerão|3934|Artificial|Federal|1|0
-610|2018|Barragem na Ãrea A Módulo 12 do PADF|23126|Artificial|Federal|1|0
-645|2018|UHE Taquaruçu|8106|Artificial|Federal|1|0
-719|2018|UHE Estreito|3792|Artificial|Federal|1|0
-725|2018|UHE Euclides da Cunha|3522|Artificial|Federal|1|0
-733|2018|Represa no Ribeirão das Antas|3551|Artificial|Federal|1|0
-741|2018|UHE Piraju|7990|Artificial|Federal|1|0
-764|2018|UHE Limoeiro|3523|Artificial|Federal|1|0
-807|2018|UHE Igarapava|23037|Artificial|Federal|1|0
-855|2018|UHE Itaipu|11735|Artificial|Federal|1|0
-970|2018|UHE Rolador|23114|Artificial|Federal|1|0
-982|2018|Barragem Rio Cachoeira|3549|Artificial|Federal|1|0
-1039|2018|UHE Eloy Chaves|23113|Artificial|Federal|1|0
-1047|2018|Represa Usina de Atibaia|3545|Artificial|Federal|1|0
-1048|2018|PCH Padre Carlos|23117|Artificial|Federal|1|0
-1077|2018|PCH Retiro Velho|23052|Artificial|Federal|1|0
-1096|2018| |11742|Natural|Federal|1|1
-1117|2018|Barragem no Ribeirão Samambaia|3938|Artificial|Federal|1|0
-1128|2018|CGH São José|3449|Artificial|Federal|1|0
-1208|2018| |8263|Natural|Federal|1|1
-1252|2018|Lagoa dos Padres|11726|Natural|Federal|1|1
-1355|2018|Lagoa do Jacaré|11872|Natural|Federal|1|1
-1491|2018|Lagoa Jatobá|11869|Natural|Federal|1|1
-1767|2018|PCH Planalto|23053|Artificial|Federal|1|0
-1782|2018|Represa Agriter II|3913|Artificial|Federal|1|0
-1824|2018| |3588|Natural|Federal|1|1
-1834|2018|Barragem Rio JacareÃ-Jaguari|3458|Artificial|Federal|1|0
-1839|2018|UHE Jaguari|23115|Artificial|Federal|1|0
-1945|2018| |7894|Artificial|Estadual|2|0
-2382|2018|PCH Antas I|23129|Artificial|Federal|1|0
-2447|2018|Lagoa Azul|11743|Natural|Federal|1|1
-2461|2018| |7715|Natural|Estadual|2|1
-2531|2018| |3937|Artificial|Estadual|2|0
-2544|2018| |8205|Artificial|Estadual|2|0
-2571|2018|CGH Bortolan|3524|Artificial|Federal|1|0
-2578|2018|Lagoa Xambré|11870|Natural|Federal|1|1
-2581|2018| |3935|Artificial|Estadual|2|0
-2593|2018|Reservatório Penha|3534|Artificial|Estadual|2|0
-2618|2018|PCH Mogi-Guaçu|3436|Artificial|Federal|1|0
-2668|2018|Barragem Fazenda São Jacó|3939|Artificial|Federal|1|0
-2761|2018|Lagoa Saraiva|11866|Natural|Federal|1|1
-2792|2018| |7734|Natural|Estadual|2|1
-2793|2018|Lagoa do Chato|8359|Natural|Estadual|2|1
-2796|2018| |8235|Natural|Estadual|2|1
-2804|2018| |7901|Natural|Estadual|2|1
-2815|2018| |7961|Natural|Estadual|2|1
-2826|2018| |8080|Natural|Estadual|2|1
-2831|2018| |8273|Natural|Estadual|2|1
-2862|2018| |8266|Natural|Estadual|2|1
-2869|2018|Lagoa Segunda|8155|Natural|Estadual|2|1
-2908|2018| |8483|Artificial|Estadual|2|0
-2921|2018|Lago Rio Tietê|3440|Natural|Estadual|2|1
-2924|2018|Lagoa do Tabuão|3433|Natural|Estadual|2|1
-2933|2018| |8186|Natural|Estadual|2|1
-2957|2018| |8114|Natural|Estadual|2|1
-2976|2018|Lagoa Limpa|8038|Natural|Estadual|2|1
-2985|2018| |7784|Natural|Estadual|2|1
-2995|2018| |8181|Artificial|Estadual|2|0
-3008|2018| |8143|Artificial|Estadual|2|0
-3023|2018| |7732|Natural|Estadual|2|1
-3046|2018| |7820|Natural|Estadual|2|1
-3075|2018| |8103|Natural|Estadual|2|1
-3102|2018|PCH Bom Jardim|8279|Artificial|Estadual|2|0
-3118|2018| |7739|Natural|Estadual|2|1
-3125|2018| |7838|Natural|Estadual|2|1
-3155|2018| |3891|Artificial|Estadual|2|0
-3157|2018| |3552|Natural|Estadual|2|1
-3161|2018| |8136|Natural|Estadual|2|1
-3167|2018| |3929|Natural|Estadual|2|1
-3202|2018| |8174|Natural|Estadual|2|1
-3209|2018| |7788|Natural|Estadual|2|1
-3248|2018| |7798|Natural|Estadual|2|1
-3250|2018| |8340|Artificial|Estadual|2|0
-3275|2018| |11755|Natural|Estadual|2|1
-3289|2018|Lago Rio Tietê|3441|Natural|Estadual|2|1
-3311|2018| |8264|Natural|Estadual|2|1
-3383|2018|Lago Maracá|8025|Natural|Estadual|2|1
-3386|2018| |7833|Natural|Estadual|2|1
-3408|2018| |3888|Artificial|Estadual|2|0
-3412|2018| |7872|Natural|Estadual|2|1
-3461|2018| |7979|Artificial|Estadual|2|0
-3465|2018|Lagoa Bonita|3949|Natural|Estadual|2|1
-3469|2018| |8215|Natural|Estadual|2|1
-3475|2018| |8396|Artificial|Estadual|2|0
-3498|2018| |8005|Artificial|Estadual|2|0
-3535|2018| |8006|Artificial|Estadual|2|0
-3537|2018| |8078|Natural|Estadual|2|1
-3568|2018| |7991|Artificial|Estadual|2|0
-3596|2018| |8140|Artificial|Estadual|2|0
-3629|2018| |3487|Natural|Estadual|2|1
-3631|2018| |8204|Natural|Estadual|2|1
-3644|2018|Lago Rio Tietê|3443|Natural|Estadual|2|1
-3669|2018| |7678|Natural|Estadual|2|1
-3688|2018| |7697|Natural|Estadual|2|1
-3696|2018| |8043|Artificial|Estadual|2|0
-3742|2018| |8258|Artificial|Estadual|2|0
-3769|2018| |8192|Artificial|Estadual|2|0
-3772|2018| |8127|Artificial|Estadual|2|0
-3780|2018| |8060|Natural|Estadual|2|1
-3801|2018| |11788|Natural|Estadual|2|1
-3808|2018| |7776|Natural|Estadual|2|1
-3813|2018| |7769|Natural|Estadual|2|1
-3820|2018| |3516|Natural|Estadual|2|1
-3822|2018| |7775|Natural|Estadual|2|1
-3836|2018| |7949|Natural|Estadual|2|1
-3873|2018|Barragem Guariroba|11799|Artificial|Estadual|2|0
-3905|2018|Represa de José Jorge|8054|Artificial|Estadual|2|0
-3913|2018|Represa Ribeirão do Alegre|8055|Artificial|Estadual|2|0
-3921|2018|Represa Usina SeverÃnia|8039|Artificial|Estadual|2|0
-3927|2018| |8032|Natural|Estadual|2|1
-3950|2018|Lagoa do Grilo|8303|Natural|Estadual|2|1
-4007|2018|Represa Usina Colombo|8010|Artificial|Estadual|2|0
-4016|2018| |8339|Natural|Estadual|2|1
-4018|2018| |7857|Natural|Estadual|2|1
-4019|2018| |7964|Natural|Estadual|2|1
-4033|2018| |7813|Natural|Estadual|2|1
-4050|2018| |7834|Natural|Estadual|2|1
-4053|2018|Barragem Rio Harmonia|8047|Artificial|Estadual|2|0
-4091|2018| |8355|Natural|Estadual|2|1
-4129|2018|Represa Três Barras|8051|Artificial|Estadual|2|0
-4138|2018| |7939|Natural|Estadual|2|1
-4155|2018|Represa Usina Nardini|8009|Artificial|Estadual|2|0
-4160|2018| |7698|Natural|Estadual|2|1
-4171|2018| |22731|Natural|Estadual|2|1
-4183|2018| |11763|Natural|Estadual|2|1
-4204|2018|Lagoa do Jacaré|8360|Natural|Estadual|2|1
-4209|2018| |11781|Natural|Estadual|2|1
-4220|2018| |7844|Natural|Estadual|2|1
-4226|2018| |7835|Natural|Estadual|2|1
-4261|2018| |7996|Natural|Estadual|2|1
-4274|2018| |7919|Natural|Estadual|2|1
-4282|2018| |7829|Natural|Estadual|2|1
-4288|2018|Lagoa Bambu|7843|Natural|Estadual|2|1
-4301|2018| |3798|Artificial|Estadual|2|0
-4310|2018| |8000|Artificial|Estadual|2|0
-4316|2018| |8203|Natural|Estadual|2|1
-4325|2018| |7740|Natural|Estadual|2|1
-4333|2018|Lagoa do Quilim|7824|Natural|Estadual|2|1
-4340|2018| |7884|Artificial|Estadual|2|0
-4350|2018| |7921|Natural|Estadual|2|1
-4360|2018| |3788|Natural|Estadual|2|1
-4371|2018| |7873|Natural|Estadual|2|1
-4403|2018|Lagoa da Cana|8023|Artificial|Estadual|2|0
-4411|2018| |7855|Natural|Estadual|2|1
-4427|2018| |7868|Natural|Estadual|2|1
-4428|2018| |11798|Natural|Estadual|2|1
-4437|2018| |3582|Natural|Estadual|2|1
-4454|2018| |7848|Natural|Estadual|2|1
-4472|2018| |8164|Natural|Estadual|2|1
-4476|2018| |7989|Artificial|Estadual|2|0
-4487|2018| |7751|Natural|Estadual|2|1
-4510|2018| |7981|Artificial|Estadual|2|0
-4578|2018| |7748|Natural|Estadual|2|1
-4579|2018| |7691|Natural|Estadual|2|1
-4616|2018| |7749|Natural|Estadual|2|1
-4650|2018| |7747|Natural|Estadual|2|1
-4680|2018| |7745|Natural|Estadual|2|1
-4725|2018|Lagoa Escondida|8363|Natural|Estadual|2|1
-4751|2018|Lagoa da Brejaúba|8223|Natural|Estadual|2|1
-4760|2018| |7736|Natural|Estadual|2|1
-4778|2018| |8502|Natural|Estadual|2|1
-4787|2018| |3585|Natural|Estadual|2|1
-4833|2018| |3576|Natural|Estadual|2|1
-4843|2018| |7701|Natural|Estadual|2|1
-4865|2018| |8157|Artificial|Estadual|2|0
-4886|2018| |7864|Natural|Estadual|2|1
-4891|2018| |7771|Natural|Estadual|2|1
-4903|2018|Represa Rio Iratim|7631|Artificial|Estadual|2|0
-4918|2018| |7861|Natural|Estadual|2|1
-4921|2018| |7772|Natural|Estadual|2|1
-4931|2018| |8036|Natural|Estadual|2|1
-4942|2018| |7744|Natural|Estadual|2|1
-4946|2018| |7719|Natural|Estadual|2|1
-4950|2018|Lagoa do Canto|8230|Natural|Estadual|2|1
-4966|2018| |7645|Artificial|Estadual|2|0
-4982|2018| |11779|Natural|Estadual|2|1
-4985|2018| |7762|Natural|Estadual|2|1
-4997|2018|Lagoa dos Peixes|3475|Natural|Estadual|2|1
-5012|2018| |8145|Natural|Estadual|2|1
-5060|2018| |7746|Natural|Estadual|2|1
-5167|2018| |7680|Natural|Estadual|2|1
-5179|2018| |3797|Artificial|Estadual|2|0
-5194|2018| |7787|Natural|Estadual|2|1
-5200|2018| |7702|Natural|Estadual|2|1
-5211|2018| |7856|Natural|Estadual|2|1
-5219|2018| |7830|Natural|Estadual|2|1
-5222|2018| |7845|Natural|Estadual|2|1
-5225|2018| |7962|Natural|Estadual|2|1
-5264|2018| |8142|Natural|Estadual|2|1
-5283|2018| |8171|Natural|Estadual|2|1
-5290|2018|Lagoa de São Lourenço|8289|Natural|Estadual|2|1
-5341|2018| |7822|Natural|Estadual|2|1
-5355|2018| |8394|Natural|Estadual|2|1
-5395|2018| |8068|Natural|Estadual|2|1
-5411|2018| |7766|Natural|Estadual|2|1
-5422|2018| |3917|Artificial|Estadual|2|0
-5430|2018| |8356|Natural|Estadual|2|1
-5458|2018| |7918|Natural|Estadual|2|1
-5490|2018| |11795|Natural|Estadual|2|1
-5505|2018| |3514|Natural|Estadual|2|1
-5535|2018| |7920|Natural|Estadual|2|1
-5567|2018| |7764|Natural|Estadual|2|1
-5568|2018| |8272|Natural|Estadual|2|1
-5572|2018| |8163|Natural|Estadual|2|1
-5576|2018| |3513|Natural|Estadual|2|1
-5590|2018| |7804|Natural|Estadual|2|1
-5672|2018| |7879|Natural|Estadual|2|1
-5675|2018| |8294|Natural|Estadual|2|1
-5682|2018| |7954|Natural|Estadual|2|1
-5694|2018| |8188|Natural|Estadual|2|1
-5759|2018| |7952|Natural|Estadual|2|1
-5774|2018| |8104|Natural|Estadual|2|1
-5842|2018|Lagoa Feia|8274|Natural|Estadual|2|1
-5861|2018| |3479|Natural|Estadual|2|1
-5876|2018|Lagoa Seca|8048|Natural|Estadual|2|1
-5943|2018| |7818|Natural|Estadual|2|1
-6011|2018| |11839|Natural|Estadual|2|1
-6020|2018| |8134|Natural|Estadual|2|1
-6080|2018| |3789|Natural|Estadual|2|1
-6146|2018|Lagoa da Chapada|8336|Natural|Estadual|2|1
-6218|2018| |8501|Natural|Estadual|2|1
-6245|2018| |8059|Natural|Estadual|2|1
-6264|2018| |8297|Natural|Estadual|2|1
-6289|2018| |7869|Natural|Estadual|2|1
-6292|2018| |7875|Natural|Estadual|2|1
-6296|2018| |8081|Natural|Estadual|2|1
-6327|2018| |11774|Natural|Estadual|2|1
-6332|2018| |8151|Natural|Estadual|2|1
-6406|2018|Lagoa do Peroba|8187|Natural|Estadual|2|1
-6437|2018| |11791|Natural|Estadual|2|1
-6438|2018| |7714|Natural|Estadual|2|1
-6451|2018| |8182|Natural|Estadual|2|1
-6460|2018| |7676|Natural|Estadual|2|1
-6527|2018| |8090|Natural|Estadual|2|1
-6534|2018| |3550|Artificial|Estadual|2|0
-6543|2018| |7731|Natural|Estadual|2|1
-6552|2018| |11862|Natural|Estadual|2|1
-6595|2018| |7756|Natural|Estadual|2|1
-6597|2018| |7765|Natural|Estadual|2|1
-6605|2018| |7971|Natural|Estadual|2|1
-6637|2018|Lagoa Ouro Verde|8102|Natural|Estadual|2|1
-6673|2018| |7763|Natural|Estadual|2|1
-6721|2018| |11756|Natural|Estadual|2|1
-6743|2018| |8135|Natural|Estadual|2|1
-6771|2018| |3991|Natural|Estadual|2|1
-6774|2018| |7693|Natural|Estadual|2|1
-6784|2018| |8092|Natural|Estadual|2|1
-6802|2018| |8191|Natural|Estadual|2|1
-6816|2018| |7726|Natural|Estadual|2|1
-6817|2018| |7654|Natural|Estadual|2|1
-6821|2018|Lagoa Grande|11731|Natural|Estadual|2|1
-6840|2018| |11748|Natural|Estadual|2|1
-6844|2018| |11747|Natural|Estadual|2|1
-6850|2018| |4032|Artificial|Estadual|2|0
-6856|2018|Lagoa do Varjão|8232|Natural|Estadual|2|1
-6859|2018|UHE Barra|7662|Artificial|Estadual|2|0
-6863|2018|Lagoa do Jaburu|3942|Natural|Estadual|2|1
-6987|2018| |7811|Natural|Estadual|2|1
-6989|2018| |11746|Natural|Estadual|2|1
-6991|2018| |7854|Natural|Estadual|2|1
-7014|2018| |7733|Natural|Estadual|2|1
-7015|2018| |7761|Natural|Estadual|2|1
-7053|2018| |8224|Natural|Estadual|2|1
-7057|2018| |22799|Natural|Estadual|2|1
-7068|2018| |11773|Natural|Estadual|2|1
-7082|2018| |7716|Natural|Estadual|2|1
-7119|2018| |7878|Natural|Estadual|2|1
-7122|2018| |7852|Natural|Estadual|2|1
-7123|2018| |3784|Natural|Estadual|2|1
-7127|2018| |8122|Natural|Estadual|2|1
-7141|2018| |7706|Natural|Estadual|2|1
-7195|2018| |8185|Natural|Estadual|2|1
-7220|2018| |7836|Natural|Estadual|2|1
-7221|2018| |7760|Natural|Estadual|2|1
-7232|2018| |7837|Natural|Estadual|2|1
-7246|2018| |7791|Natural|Estadual|2|1
-7259|2018| |8226|Natural|Estadual|2|1
-7295|2018| |8311|Natural|Estadual|2|1
-7319|2018|Lagoa Linda|8165|Natural|Estadual|2|1
-7343|2018|Lagoa do Mato|8333|Natural|Estadual|2|1
-7348|2018| |7792|Natural|Estadual|2|1
-7381|2018| |8105|Natural|Estadual|2|1
-7405|2018|Represa Golfe Campo Alto|3504|Artificial|Estadual|2|0
-7420|2018| |11752|Natural|Estadual|2|1
-7449|2018| |7951|Natural|Estadual|2|1
-7500|2018| |7793|Natural|Estadual|2|1
-7523|2018| |7968|Artificial|Estadual|2|0
-7537|2018|Lagoa da Anta|8318|Natural|Estadual|2|1
-7572|2018| |8198|Natural|Estadual|2|1
-7581|2018|Represa Rio IraÃ|7681|Artificial|Estadual|2|0
-7591|2018| |3510|Artificial|Estadual|2|0
-7624|2018|Lagoa do Jambo|8300|Natural|Estadual|2|1
-7643|2018| |7956|Natural|Estadual|2|1
-7654|2018| |8167|Natural|Estadual|2|1
-7662|2018| |8253|Artificial|Estadual|2|0
-7690|2018| |11796|Natural|Estadual|2|1
-7709|2018| |7876|Natural|Estadual|2|1
-7768|2018| |22801|Artificial|Estadual|2|0
-7783|2018|Represa Bom Sucesso|8503|Artificial|Estadual|2|0
-7910|2018| |7874|Natural|Estadual|2|1
-7925|2018| |7825|Natural|Estadual|2|1
-7936|2018| |8084|Artificial|Estadual|2|0
-8002|2018| |8088|Artificial|Estadual|2|0
-8081|2018|Lagoa Escura|8041|Artificial|Estadual|2|0
-8115|2018| |11783|Natural|Estadual|2|1
-8145|2018|Lagoa Pó de Mico|8241|Natural|Estadual|2|1
-8184|2018| |3880|Natural|Estadual|2|1
-8187|2018| |8094|Artificial|Estadual|2|0
-8195|2018| |7863|Natural|Estadual|2|1
-8199|2018|Lagoa do Caracol|8222|Natural|Estadual|2|1
-8203|2018| |8113|Artificial|Estadual|2|0
-8250|2018| |11790|Natural|Estadual|2|1
-8304|2018| |8015|Artificial|Estadual|2|0
-8355|2018|Lagoa do Mato|8338|Natural|Estadual|2|1
-8363|2018| |8218|Natural|Estadual|2|1
-8374|2018| |7786|Natural|Estadual|2|1
-8388|2018| |7950|Natural|Estadual|2|1
-8397|2018| |3781|Natural|Estadual|2|1
-8519|2018|Lagoa do Curral|22805|Natural|Estadual|2|1
-8567|2018|Represa LDC Bioenergia|3437|Natural|Estadual|2|1
-8568|2018| |23066|Artificial|Estadual|2|0
-8642|2018| |8184|Natural|Estadual|2|1
-8648|2018| |8076|Natural|Estadual|2|1
-8695|2018| |8031|Natural|Estadual|2|1
-8711|2018| |7797|Natural|Estadual|2|1
-8716|2018| |11760|Natural|Estadual|2|1
-8775|2018| |7717|Natural|Estadual|2|1
-8790|2018| |4116|Artificial|Estadual|2|0
-8830|2018| |7692|Natural|Estadual|2|1
-8860|2018| |7823|Natural|Estadual|2|1
-8876|2018| |3675|Natural|Estadual|2|1
-8949|2018| |3673|Natural|Estadual|2|1
-9020|2018| |8110|Natural|Estadual|2|1
-9090|2018|Barragem Ponte Nova|3563|Artificial|Estadual|2|0
-9098|2018| |3785|Natural|Estadual|2|1
-9104|2018|Barragem Rio Santo Anastácio|8073|Artificial|Estadual|2|0
-9146|2018|Lagoinha|8220|Natural|Estadual|2|1
-9173|2018| |7758|Natural|Estadual|2|1
-9177|2018| |8077|Natural|Estadual|2|1
-9201|2018| |7974|Natural|Estadual|2|1
-9236|2018| |8146|Natural|Estadual|2|1
-9262|2018| |7695|Natural|Estadual|2|1
-9263|2018| |7741|Natural|Estadual|2|1
-9270|2018| |8061|Artificial|Estadual|2|0
-9328|2018|Represa Balneário de Rancharia|8070|Artificial|Estadual|2|0
-9331|2018| |7675|Natural|Estadual|2|1
-9334|2018| |7753|Natural|Estadual|2|1
-9365|2018| |11744|Natural|Estadual|2|1
-9372|2018| |7805|Natural|Estadual|2|1
-9398|2018| |7907|Natural|Estadual|2|1
-9474|2018| |11750|Natural|Estadual|2|1
-9486|2018|Represa Usina Nova América|8050|Artificial|Estadual|2|0
-9498|2018|Lagoa de Ouro|11766|Natural|Estadual|2|1
-9522|2018| |11793|Natural|Estadual|2|1
-9584|2018| |3778|Natural|Estadual|2|1
-9585|2018| |8083|Artificial|Estadual|2|0
-9616|2018| |11749|Natural|Estadual|2|1
-9656|2018|Lagoa da Boa Vista|3512|Natural|Estadual|2|1
-9658|2018| |7892|Natural|Estadual|2|1
-9709|2018|Lagoa Francisco Schmidt|7938|Natural|Estadual|2|1
-9735|2018| |7934|Natural|Estadual|2|1
-9759|2018|Lagoa do Pintado|8139|Natural|Estadual|2|1
-9789|2018| |7899|Artificial|Estadual|2|0
-9812|2018| |7688|Natural|Estadual|2|1
-9817|2018| |7728|Natural|Estadual|2|1
-9837|2018| |7729|Natural|Estadual|2|1
-9893|2018| |7867|Natural|Estadual|2|1
-9908|2018| |7713|Natural|Estadual|2|1
-9948|2018| |7689|Natural|Estadual|2|1
-9973|2018| |7752|Natural|Estadual|2|1
-9980|2018|Represa Pilão d'Ãgua|7887|Artificial|Estadual|2|0
-10009|2018|Lagoa Formosa|22806|Natural|Estadual|2|1
-10019|2018| |7862|Natural|Estadual|2|1
-10114|2018| |11765|Natural|Estadual|2|1
-10122|2018|Lagoa Feia|8393|Natural|Estadual|2|1
-10155|2018| |7720|Natural|Estadual|2|1
-10182|2018| |7998|Natural|Estadual|2|1
-10183|2018| |8307|Natural|Estadual|2|1
-10216|2018| |7721|Natural|Estadual|2|1
-10228|2018| |11838|Natural|Estadual|2|1
-10256|2018| |8225|Natural|Estadual|2|1
-10287|2018| |8097|Natural|Estadual|2|1
-10324|2018| |8117|Natural|Estadual|2|1
-10326|2018| |8128|Natural|Estadual|2|1
-10386|2018| |8132|Natural|Estadual|2|1
-10391|2018| |8069|Natural|Estadual|2|1
-10403|2018|UHE Espora|23051|Artificial|Estadual|2|0
-10447|2018|Represa Usina São Carlos|7943|Artificial|Estadual|2|0
-10460|2018| |8130|Natural|Estadual|2|1
-10469|2018| |7789|Natural|Estadual|2|1
-10489|2018|UHE Miranda|21664|Artificial|Estadual|2|0
-10494|2018|Lagoa Bebedouro|3986|Artificial|Estadual|2|0
-10519|2018| |8098|Artificial|Estadual|2|0
-10522|2018| |7795|Natural|Estadual|2|1
-10524|2018| |8180|Natural|Estadual|2|1
-10530|2018| |7725|Natural|Estadual|2|1
-10535|2018| |8282|Natural|Estadual|2|1
-10536|2018|Lagoa Rasa|8301|Natural|Estadual|2|1
-10546|2018|Lagoa do Rodrigo|8150|Natural|Estadual|2|1
-10585|2018|Lago dos Patos|8189|Natural|Estadual|2|1
-10590|2018| |8281|Natural|Estadual|2|1
-10595|2018|Lagoa da Olaria|8221|Natural|Estadual|2|1
-10607|2018| |8298|Natural|Estadual|2|1
-10612|2018| |7865|Natural|Estadual|2|1
-10613|2018| |7866|Natural|Estadual|2|1
-10614|2018| |7963|Natural|Estadual|2|1
-10620|2018| |11761|Natural|Estadual|2|1
-10623|2018| |8207|Natural|Estadual|2|1
-10628|2018| |7782|Natural|Estadual|2|1
-10642|2018|Córrego Lafon|8089|Natural|Estadual|2|1
-10675|2018| |7704|Natural|Estadual|2|1
-10698|2018|Lagoa Segunda|8161|Natural|Estadual|2|1
-10713|2018| |8162|Natural|Estadual|2|1
-10715|2018|Lagoa Bonita|8317|Natural|Estadual|2|1
-10735|2018| |7860|Natural|Estadual|2|1
-10736|2018| |7882|Natural|Estadual|2|1
-10752|2018|UHE Corumbá III|23069|Artificial|Estadual|2|0
-10760|2018| |8357|Natural|Estadual|2|1
-10781|2018| |8395|Artificial|Estadual|2|0
-10789|2018|Lagoa Bonita|11728|Natural|Estadual|2|1
-10790|2018| |8206|Natural|Estadual|2|1
-10839|2018| |8141|Natural|Estadual|2|1
-10840|2018| |8057|Natural|Estadual|2|1
-10962|2018| |7738|Natural|Estadual|2|1
-11003|2018|Lagoa do Recanto|8306|Natural|Estadual|2|1
-11055|2018| |8012|Natural|Estadual|2|1
-11061|2018|Lago Rio Tietê|3442|Natural|Estadual|2|1
-11083|2018| |7870|Natural|Estadual|2|1
-11112|2018|Lagoa do Fundo|8316|Natural|Estadual|2|1
-11145|2018| |8116|Natural|Estadual|2|1
-11168|2018| |7917|Natural|Estadual|2|1
-11254|2018| |4113|Natural|Estadual|2|1
-11260|2018|Barragem de Rejeito Mineração Catalão|8286|Artificial|Estadual|2|0
-11286|2018| |8131|Natural|Estadual|2|1
-11291|2018| |8331|Natural|Estadual|2|1
-11296|2018|Lagoa Caaporã|7840|Natural|Estadual|2|1
-11307|2018| |8337|Natural|Estadual|2|1
-11311|2018| |8324|Natural|Estadual|2|1
-11313|2018| |7742|Natural|Estadual|2|1
-11321|2018|Lagoa do Marruco|8308|Natural|Estadual|2|1
-11328|2018|Lagoa Cabeceira do Mandengo|8312|Natural|Estadual|2|1
-11340|2018|Lagoa Limpa|8358|Natural|Estadual|2|1
-11389|2018| |8335|Natural|Estadual|2|1
-11390|2018| |8365|Natural|Estadual|2|1
-11406|2018|Lagoa do Rufino|8231|Natural|Estadual|2|1
-11445|2018|Lagoa da Estrada|8390|Natural|Estadual|2|1
-11459|2018|Represa São Lourenço|7653|Natural|Estadual|2|1
-11471|2018| |8313|Natural|Estadual|2|1
-11505|2018| |11730|Natural|Estadual|2|1
-11517|2018| |7755|Natural|Estadual|2|1
-11521|2018| |8265|Natural|Estadual|2|1
-11525|2018| |11787|Natural|Estadual|2|1
-11532|2018| |8112|Natural|Estadual|2|1
-11545|2018| |8154|Natural|Estadual|2|1
-11546|2018|Lagoa Segunda|8158|Natural|Estadual|2|1
-11585|2018| |11784|Natural|Estadual|2|1
-11590|2018| |7705|Natural|Estadual|2|1
-11593|2018| |8175|Natural|Estadual|2|1
-11596|2018| |7781|Natural|Estadual|2|1
-11615|2018|Lagoa Bambu|8153|Natural|Estadual|2|1
-11635|2018| |8172|Natural|Estadual|2|1
-11645|2018| |22963|Natural|Estadual|2|1
-11655|2018| |4071|Artificial|Estadual|2|0
-11658|2018| |8109|Natural|Estadual|2|1
-11659|2018| |7768|Natural|Estadual|2|1
-11662|2018|Lagoa do Potreiro|8219|Natural|Estadual|2|1
-11671|2018| |7730|Natural|Estadual|2|1
-11673|2018| |8115|Natural|Estadual|2|1
-11742|2018| |8108|Natural|Estadual|2|1
-11767|2018| |3777|Natural|Estadual|2|1
-11783|2018| |8030|Natural|Estadual|2|1
-11788|2018| |8257|Natural|Estadual|2|1
-11815|2018|Barragem CBMM|4109|Artificial|Estadual|2|0
-11841|2018| |4111|Artificial|Estadual|2|0
-11863|2018| |7853|Natural|Estadual|2|1
-11875|2018|UHE Nova Avanhandava|8063|Artificial|Estadual|2|0
-11876|2018| |7710|Natural|Estadual|2|1
-11881|2018| |7828|Natural|Estadual|2|1
-11882|2018| |4076|Artificial|Estadual|2|0
-11893|2018| |11778|Natural|Estadual|2|1
-11900|2018|Barragem de Rejeito Ãcido Sulfúrico Bunge|4110|Artificial|Estadual|2|0
-11916|2018| |8169|Natural|Estadual|2|1
-11917|2018| |11864|Natural|Estadual|2|1
-11940|2018| |4117|Artificial|Estadual|2|0
-12018|2018| |3790|Artificial|Estadual|2|0
-12055|2018|PCH Edgard de Souza (Repotenciação)|23082|Artificial|Estadual|2|0
-12069|2018| |7727|Natural|Estadual|2|1
-12072|2018|Barragem Fosfértil|4107|Artificial|Estadual|2|0
-12079|2018| |7754|Natural|Estadual|2|1
-12081|2018| |7737|Natural|Estadual|2|1
-12097|2018|Córrego da Onça|8120|Natural|Estadual|2|1
-12101|2018| |7759|Natural|Estadual|2|1
-12122|2018| |7707|Natural|Estadual|2|1
-12128|2018| |7819|Natural|Estadual|2|1
-12134|2018|Lagoa do Valinho|7995|Natural|Estadual|2|1
-12144|2018| |7966|Natural|Estadual|2|1
-12147|2018|Lagoa Grande|7941|Natural|Estadual|2|1
-12171|2018| |8085|Natural|Estadual|2|1
-12261|2018| |8244|Natural|Estadual|2|1
-12291|2018| |3508|Artificial|Estadual|2|0
-12295|2018| |7859|Natural|Estadual|2|1
-12300|2018| |7814|Natural|Estadual|2|1
-12305|2018| |8058|Natural|Estadual|2|1
-12310|2018| |7767|Natural|Estadual|2|1
-12316|2018| |8304|Natural|Estadual|2|1
-12320|2018| |3674|Natural|Estadual|2|1
-12353|2018|Barragem Rio Passaúna|7953|Artificial|Estadual|2|0
-12366|2018| |7827|Natural|Estadual|2|1
-12427|2018| |8126|Artificial|Estadual|2|0
-12484|2018| |8160|Natural|Estadual|2|1
-12552|2018| |8176|Natural|Estadual|2|1
-12622|2018| |7849|Natural|Estadual|2|1
-12643|2018|Rio BaÃa|8168|Natural|Estadual|2|1
-12734|2018| |11772|Natural|Estadual|2|1
-12848|2018|Barragem Fosfértil|4104|Artificial|Estadual|2|0
-12877|2018| |7877|Natural|Estadual|2|1
-12913|2018| |7718|Natural|Estadual|2|1
-12916|2018| |7712|Natural|Estadual|2|1
-12938|2018|Lagoa do Português|8118|Natural|Estadual|2|1
-12957|2018| |3890|Artificial|Estadual|2|0
-12972|2018| |7871|Natural|Estadual|2|1
-12994|2018|Represa Billings|3454|Artificial|Estadual|2|0
-13013|2018|Lagoa Paraguaia|8148|Natural|Estadual|2|1
-13025|2018| |7975|Natural|Estadual|2|1
-13052|2018| |7774|Natural|Estadual|2|1
-13061|2018|UHE Corumbá IV|8252|Artificial|Estadual|2|0
-13093|2018|Lagoa Itararé|7933|Natural|Estadual|2|1
-13139|2018| |8016|Artificial|Estadual|2|0
-13165|2018| |7700|Natural|Estadual|2|1
-13177|2018| |8392|Natural|Estadual|2|1
-13239|2018| |7936|Natural|Estadual|2|1
-13265|2018| |11732|Natural|Estadual|2|1
-13299|2018|Barragem CBMM|4108|Artificial|Estadual|2|0
-13316|2018|UHE Nova Ponte|3794|Artificial|Estadual|2|0
-13324|2018| |11782|Natural|Estadual|2|1
-13333|2018| |11800|Artificial|Estadual|2|0
-13338|2018| |7955|Natural|Estadual|2|1
-13395|2018|Lagoa Santa Maria|8291|Natural|Estadual|2|1
-13423|2018| |7831|Natural|Estadual|2|1
-13442|2018|UHE Caçu|23050|Artificial|Estadual|2|0
-13446|2018| |7832|Natural|Estadual|2|1
-13449|2018|Barragem Fosfértil|4105|Artificial|Estadual|2|0
-13460|2018|Córrego da Divisa|8261|Natural|Estadual|2|1
-13473|2018| |3985|Artificial|Estadual|2|0
-13481|2018|Lagoa Segunda|8159|Natural|Estadual|2|1
-13485|2018| |7965|Natural|Estadual|2|1
-13521|2018| |3506|Natural|Estadual|2|1
-13526|2018| |11860|Artificial|Estadual|2|0
-13582|2018| |7708|Natural|Estadual|2|1
-13639|2018| |3783|Natural|Estadual|2|1
-13782|2018|Lagoa Fazenda Rio das Pedras|3493|Artificial|Estadual|2|0
-13798|2018| |7903|Natural|Estadual|2|1
-13803|2018| |7826|Natural|Estadual|2|1
-13830|2018|Barragem de Rejeito Mineração Catalão|8285|Artificial|Estadual|2|0
-13841|2018| |8290|Natural|Estadual|2|1
-13859|2018|UHE Três Irmãos|8099|Artificial|Estadual|2|0
-13926|2018| |3799|Artificial|Estadual|2|0
-13993|2018|UHE Amador Aguiar I|23047|Artificial|Estadual|2|0
-14125|2018| |3677|Natural|Estadual|2|1
-14245|2018| |7750|Natural|Estadual|2|1
-14335|2018|Represa Guarapiranga|3531|Artificial|Estadual|2|0
-14458|2018| |7694|Natural|Estadual|2|1
-14462|2018| |7802|Artificial|Estadual|2|0
-14486|2018|Represa Usina Santa Luiza|7942|Artificial|Estadual|2|0
-14506|2018| |11745|Natural|Estadual|2|1
-14532|2018| |8482|Artificial|Estadual|2|0
-14638|2018| |7778|Natural|Estadual|2|1
-14710|2018| |11759|Natural|Estadual|2|1
-14718|2018| |7967|Natural|Estadual|2|1
-14730|2018| |7960|Natural|Estadual|2|1
-14792|2018| |7780|Natural|Estadual|2|1
-14846|2018|Represa Ribeirão Cachoeirinha|3498|Artificial|Estadual|2|0
-14860|2018| |8183|Natural|Estadual|2|1
-14871|2018| |3786|Natural|Estadual|2|1
-14872|2018| |11797|Natural|Estadual|2|1
-14927|2018|Córrego das Éguas|8091|Natural|Estadual|2|1
-14973|2018| |3519|Natural|Estadual|2|1
-14988|2018| |3787|Artificial|Estadual|2|0
-14994|2018| |8133|Natural|Estadual|2|1
-15003|2018|UHE Promissão|8013|Artificial|Estadual|2|0
-15067|2018| |7988|Artificial|Estadual|2|0
-15075|2018|Lagoa Joaquim Medeiros|3948|Natural|Estadual|2|1
-15146|2018| |3584|Natural|Estadual|2|1
-15149|2018| |8149|Natural|Estadual|2|1
-15160|2018| |11792|Natural|Estadual|2|1
-15168|2018|Represa Doutor José Bonifácio Viana|7896|Artificial|Estadual|2|0
-15169|2018| |7891|Artificial|Estadual|2|0
-15198|2018|Lagoa do Mimoso|8302|Natural|Estadual|2|1
-15204|2018| |7898|Artificial|Estadual|2|0
-15205|2018| |7897|Artificial|Estadual|2|0
-15211|2018|Lagoa de CarapicuÃba|3533|Natural|Estadual|2|1
-15213|2018| |7904|Artificial|Estadual|2|0
-15220|2018| |8364|Natural|Estadual|2|1
-15243|2018| |7779|Artificial|Estadual|2|0
-15275|2018|Represa Córrego Vendinha|7932|Artificial|Estadual|2|0
-15289|2018|Lagoão|22803|Natural|Estadual|2|1
-15371|2018| |7880|Natural|Estadual|2|1
-15399|2018| |8325|Natural|Estadual|2|1
-15412|2018| |4033|Artificial|Estadual|2|0
-15430|2018| |7983|Artificial|Estadual|2|0
-15432|2018| |7757|Natural|Estadual|2|1
-15450|2018| |7722|Natural|Estadual|2|1
-15472|2018|UHE Barra dos Coqueiros|23049|Artificial|Estadual|2|0
-15514|2018| |7724|Natural|Estadual|2|1
-15623|2018| |8210|Artificial|Estadual|2|0
-15652|2018| |3906|Artificial|Estadual|2|0
-15664|2018| |11768|Natural|Estadual|2|1
-15722|2018| |11780|Natural|Estadual|2|1
-15749|2018| |7817|Natural|Estadual|2|1
-15752|2018|Barragem SIX Petrobrás|7655|Artificial|Estadual|2|0
-15769|2018|Lago Guanabara|3575|Natural|Estadual|2|1
-15784|2018| |22802|Natural|Estadual|2|1
-15785|2018| |7902|Natural|Estadual|2|1
-15787|2018| |8173|Natural|Estadual|2|1
-15797|2018| |7660|Artificial|Estadual|2|0
-15832|2018| |7699|Artificial|Estadual|2|0
-15880|2018| |7685|Artificial|Estadual|2|0
-15884|2018| |7980|Artificial|Estadual|2|0
-15911|2018|Lagoa Iturama|8288|Natural|Estadual|2|1
-15913|2018| |8179|Artificial|Estadual|2|0
-15933|2018| |7796|Natural|Estadual|2|1
-15968|2018|Represa Balneário da Amizade|8072|Artificial|Estadual|2|0
-15970|2018| |7982|Artificial|Estadual|2|0
-16011|2018|Represa Rio Novo|7978|Artificial|Estadual|2|0
-16012|2018|Represa de Sant'Ana|7912|Artificial|Estadual|2|0
-16019|2018| |8018|Natural|Estadual|2|1
-16025|2018|Represa Usina Santa Adélia|7948|Artificial|Estadual|2|0
-16061|2018| |7723|Natural|Estadual|2|1
-16071|2018| |7847|Natural|Estadual|2|1
-16121|2018| |7970|Natural|Estadual|2|1
-16188|2018| |7992|Artificial|Estadual|2|0
-16222|2018|Lagoa do Clube|3557|Natural|Estadual|2|1
-16255|2018| |8027|Natural|Estadual|2|1
-16276|2018| |8002|Artificial|Estadual|2|0
-16286|2018|Lagoa Maior|8123|Natural|Estadual|2|1
-16291|2018| |4115|Natural|Estadual|2|1
-16308|2018| |8011|Natural|Estadual|2|1
-16320|2018| |7846|Natural|Estadual|2|1
-16369|2018| |8195|Artificial|Estadual|2|0
-16441|2018| |8320|Natural|Estadual|2|1
-16444|2018|Lagoa Quarenta e Um|7841|Natural|Estadual|2|1
-16467|2018| |7661|Artificial|Estadual|2|0
-16483|2018|Represa Ribeirão das Tabocas|7928|Artificial|Estadual|2|0
-16485|2018|Represa de São José do Rio Preto|7816|Artificial|Estadual|2|0
-16491|2018|Lagoa Bonita|8202|Natural|Estadual|2|1
-16522|2018| |7858|Natural|Estadual|2|1
-16536|2018| |7905|Artificial|Estadual|2|0
-16539|2018| |11776|Natural|Estadual|2|1
-16566|2018| |7839|Natural|Estadual|2|1
-16583|2018|Lagoa Comprida|3476|Natural|Estadual|2|1
-16585|2018| |7806|Artificial|Estadual|2|0
-16611|2018| |7735|Natural|Estadual|2|1
-16628|2018| |8037|Artificial|Estadual|2|0
-16629|2018| |8170|Natural|Estadual|2|1
-16669|2018|Lagoa das Bichas|8310|Natural|Estadual|2|1
-16715|2018| |8323|Natural|Estadual|2|1
-16891|2018| |8034|Natural|Estadual|2|1
-16944|2018|Lagoa Assombrada|7850|Natural|Estadual|2|1
-16998|2018| |7883|Artificial|Estadual|2|0
-17023|2018| |8086|Natural|Estadual|2|1
-17062|2018| |8079|Natural|Estadual|2|1
-17081|2018| |11762|Artificial|Estadual|2|0
-17118|2018|UHE Salto do Rio Verdinho|23048|Artificial|Estadual|2|0
-17161|2018| |8329|Natural|Estadual|2|1
-17233|2018| |8138|Natural|Estadual|2|1
-17248|2018| |7785|Natural|Estadual|2|1
-17269|2018| |4079|Artificial|Estadual|2|0
-17292|2018| |8330|Natural|Estadual|2|1
-17329|2018| |11786|Artificial|Estadual|2|0
-17331|2018| |3990|Artificial|Estadual|2|0
-17345|2018| |8129|Natural|Estadual|2|1
-17405|2018|UHE Santa Clara|7663|Artificial|Estadual|2|0
-17423|2018|Lagoa Embaúba|8391|Natural|Estadual|2|1
-17474|2018| |8144|Natural|Estadual|2|1
-17499|2018| |7770|Natural|Estadual|2|1
-17544|2018| |7652|Natural|Estadual|2|1
-17558|2018| |4112|Natural|Estadual|2|1
-17607|2018|Lagoa Formosa|8227|Natural|Estadual|2|1
-17635|2018| |7997|Natural|Estadual|2|1
-17648|2018|UHE Mauá|23081|Artificial|Estadual|2|0
-17650|2018| |4046|Artificial|Estadual|2|0
-17655|2018|Lagoa do Ouro Branco|8033|Natural|Estadual|2|1
-17694|2018| |8194|Natural|Estadual|2|1
-17704|2018| |3894|Natural|Estadual|2|1
-17750|2018| |8178|Artificial|Estadual|2|0
-17766|2018| |7690|Artificial|Estadual|2|0
-17770|2018| |7672|Natural|Estadual|2|1
-17787|2018|PCH Mourão I|8101|Artificial|Estadual|2|0
-17794|2018| |8177|Artificial|Estadual|2|0
-17797|2018| |3779|Artificial|Estadual|2|0
-17833|2018| |4073|Artificial|Estadual|2|0
-17844|2018| |3782|Artificial|Estadual|2|0
-17864|2018|Represa Rio Verde|7957|Artificial|Estadual|2|0
-17866|2018|Açude da Bomba|7944|Artificial|Estadual|2|0
-17870|2018| |3928|Artificial|Estadual|2|0
-17872|2018| |3884|Artificial|Estadual|2|0
-17883|2018|Lago Paulo Gorski|8125|Artificial|Estadual|2|0
-17888|2018|PCH Ribeirão do Pinhal|3435|Artificial|Estadual|2|0
-17913|2018| |8147|Artificial|Estadual|2|0
-17923|2018|CGH São João II|11770|Artificial|Estadual|2|0
-17928|2018| |8287|Artificial|Estadual|2|0
-17930|2018| |3984|Artificial|Estadual|2|0
-17932|2018|CGH PG2|3883|Artificial|Estadual|2|0
-17934|2018|PCH São Jorge|7679|Artificial|Estadual|2|0
-17975|2018| |8319|Artificial|Estadual|2|0
-17976|2018| |8197|Artificial|Estadual|2|0
-17978|2018| |22800|Artificial|Estadual|2|0
-17993|2018|Ribeirão Mimoso|8399|Artificial|Estadual|2|0
-17995|2018| |3931|Artificial|Estadual|2|0
-18002|2018| |8087|Artificial|Estadual|2|0
-18010|2018|Represa Usina São Luiz|8052|Artificial|Estadual|2|0
-18011|2018|PCH Apucaraninha|8066|Artificial|Estadual|2|0
-18026|2018| |3474|Artificial|Estadual|2|0
-18030|2018|UHE Barra Bonita|7922|Artificial|Estadual|2|0
-18032|2018|UHE Assis Chateaubriand|8216|Artificial|Estadual|2|0
-18093|2018| |8166|Natural|Estadual|2|1
-18107|2018|Lagoa Ãgua Doce|8362|Natural|Estadual|2|1
-18155|2018|Represa do Córrego da Cabeceira Comprida|8096|Artificial|Estadual|2|0
-18258|2018|Lagoa da Vaca|8334|Natural|Estadual|2|1
-18275|2018|UHE Bariri|22759|Artificial|Estadual|2|0
-18309|2018|Represa Goiás Verde|3926|Artificial|Estadual|2|0
-18316|2018| |11753|Artificial|Estadual|2|0
-18322|2018| |3887|Artificial|Estadual|2|0
-18336|2018| |3900|Artificial|Estadual|2|0
-18337|2018| |3902|Artificial|Estadual|2|0
-18343|2018| |8082|Artificial|Estadual|2|0
-18345|2018| |3927|Artificial|Estadual|2|0
-18353|2018| |3910|Artificial|Estadual|2|0
-18383|2018| |3923|Artificial|Estadual|2|0
-18393|2018|CGH Laranja Doce|8071|Artificial|Estadual|2|0
-18394|2018|Represa Nova|3544|Artificial|Estadual|2|0
-18419|2018|Lago Fishing Park|7895|Artificial|Estadual|2|0
-18439|2018| |3909|Artificial|Estadual|2|0
-18440|2018| |3908|Artificial|Estadual|2|0
-18453|2018| |8075|Artificial|Estadual|2|0
-18486|2018| |8095|Artificial|Estadual|2|0
-18499|2018| |3914|Artificial|Estadual|2|0
-18516|2018| |11956|Artificial|Estadual|2|0
-18542|2018| |8315|Artificial|Estadual|2|0
-18559|2018|Barragem Lago Igapó I|8067|Artificial|Estadual|2|0
-18578|2018| |7670|Artificial|Estadual|2|0
-18580|2018|Represa Rio TatuÃ|7890|Artificial|Estadual|2|0
-18598|2018|CGH Itaquerê|7810|Artificial|Estadual|2|0
-18602|2018| |8024|Artificial|Estadual|2|0
-18608|2018|PCH Salto Curucaca II|8064|Artificial|Estadual|2|0
-18609|2018| |7987|Artificial|Estadual|2|0
-18632|2018| |3989|Artificial|Estadual|2|0
-18650|2018| |7993|Artificial|Estadual|2|0
-18656|2018|CGH Rio Preto|7651|Artificial|Estadual|2|0
-18665|2018| |8019|Artificial|Estadual|2|0
-18666|2018| |7783|Artificial|Estadual|2|0
-18677|2018| |8309|Artificial|Estadual|2|0
-18694|2018|Represa Fazenda Pizzato|7657|Artificial|Estadual|2|0
-18696|2018| |3876|Artificial|Estadual|2|0
-18740|2018|Represa Usina São Martinho|7940|Artificial|Estadual|2|0
-18759|2018| |7935|Artificial|Estadual|2|0
-18828|2018|Lagoa do Mato|8022|Artificial|Estadual|2|0
-18830|2018| |3916|Artificial|Estadual|2|0
-18831|2018| |8046|Artificial|Estadual|2|0
-18842|2018| |7945|Artificial|Estadual|2|0
-18890|2018| |8062|Artificial|Estadual|2|0
-18891|2018| |8193|Artificial|Estadual|2|0
-18928|2018| |4063|Artificial|Estadual|2|0
-18945|2018|PCH Jaguaricatu I|7972|Artificial|Estadual|2|0
-18962|2018|Represa Paramirim|3499|Artificial|Estadual|2|0
-18972|2018| |8211|Artificial|Estadual|2|0
-18993|2018| |3924|Artificial|Estadual|2|0
-19000|2018| |7973|Artificial|Estadual|2|0
-19006|2018| |3988|Artificial|Estadual|2|0
-19013|2018|Represa Fazenda da Grama|3489|Artificial|Estadual|2|0
-19065|2018|Represa Córrego Consulta|8035|Artificial|Estadual|2|0
-19081|2018|Represa Parque do Sabiá|8278|Artificial|Estadual|2|0
-19092|2018| |3526|Artificial|Estadual|2|0
-19106|2018| |3879|Artificial|Estadual|2|0
-19113|2018| |3885|Artificial|Estadual|2|0
-19116|2018|Represa São LuÃs|3446|Artificial|Estadual|2|0
-19143|2018| |4114|Artificial|Estadual|2|0
-19145|2018| |3877|Artificial|Estadual|2|0
-19150|2018| |7800|Artificial|Estadual|2|0
-19159|2018| |8250|Artificial|Estadual|2|0
-19163|2018| |3886|Artificial|Estadual|2|0
-19206|2018| |3898|Artificial|Estadual|2|0
-19235|2018| |3901|Artificial|Estadual|2|0
-19277|2018| |4070|Artificial|Estadual|2|0
-19283|2018| |3911|Artificial|Estadual|2|0
-19288|2018| |7900|Artificial|Estadual|2|0
-19332|2018|PCH Pirapora|3542|Artificial|Estadual|2|0
-19356|2018| |3930|Artificial|Estadual|2|0
-19362|2018|UHE Rasgão|3444|Artificial|Estadual|2|0
-19380|2018|Represa Cillos|3445|Artificial|Estadual|2|0
-19393|2018| |11771|Artificial|Estadual|2|0
-19446|2018|Represa Usina São João|3503|Artificial|Estadual|2|0
-19494|2018| |7889|Artificial|Estadual|2|0
-19495|2018|Açude Vidal Dias (PCH Xicão)|3577|Artificial|Estadual|2|0
-19497|2018| |3517|Artificial|Estadual|2|0
-19511|2018| |3987|Artificial|Estadual|2|0
-19537|2018| |8251|Artificial|Estadual|2|0
-19544|2018|PCH Cascata|3536|Artificial|Estadual|2|0
-19565|2018| |8259|Artificial|Estadual|2|0
-19568|2018| |8111|Artificial|Estadual|2|0
-19569|2018| |8065|Artificial|Estadual|2|0
-19593|2018|PCH Jorda Flor|3480|Artificial|Estadual|2|0
-19596|2018| |3554|Artificial|Estadual|2|0
-19624|2018| |3892|Artificial|Estadual|2|0
-19642|2018| |11861|Artificial|Estadual|2|0
-19645|2018| |8196|Artificial|Estadual|2|0
-19667|2018| |11740|Artificial|Estadual|2|0
-19669|2018|Represa Paraitinga|3562|Artificial|Estadual|2|0
-19684|2018|Represa Córrego Cruzeiro|3477|Artificial|Estadual|2|0
-19715|2018| |3993|Artificial|Estadual|2|0
-19721|2018| |3899|Artificial|Estadual|2|0
-19758|2018|Represa Areia Branca|3492|Artificial|Estadual|2|0
-19766|2018| |8209|Artificial|Estadual|2|0
-19790|2018|Represa do Vinte e Nove|7927|Artificial|Estadual|2|0
-19792|2018| |3541|Artificial|Estadual|2|0
-19794|2018|Represa Ribeirão Claro|3509|Artificial|Estadual|2|0
-19812|2018| |3488|Artificial|Estadual|2|0
-19818|2018| |8343|Artificial|Estadual|2|0
-19826|2018| |8397|Artificial|Estadual|2|0
-19855|2018| |11777|Artificial|Estadual|2|0
-19892|2018| |3515|Artificial|Estadual|2|0
-19897|2018| |8040|Artificial|Estadual|2|0
-19908|2018| |7777|Artificial|Estadual|2|0
-19918|2018| |3889|Artificial|Estadual|2|0
-19922|2018| |3561|Artificial|Estadual|2|0
-19938|2018|PCH Santa Maria|7886|Artificial|Estadual|2|0
-19939|2018| |8028|Artificial|Estadual|2|0
-19948|2018| |7794|Artificial|Estadual|2|0
-19966|2018| |7807|Artificial|Estadual|2|0
-19983|2018|Represa Usina Albertina|7937|Artificial|Estadual|2|0
-20014|2018| |8029|Artificial|Estadual|2|0
-20016|2018| |11764|Artificial|Estadual|2|0
-20062|2018| |7656|Artificial|Estadual|2|0
-20073|2018|PCH ParaÃso II|8262|Artificial|Estadual|2|0
-20081|2018|UHE Itupararanga|3439|Artificial|Estadual|2|0
-20089|2018| |3457|Artificial|Estadual|2|0
-20091|2018| |4075|Artificial|Estadual|2|0
-20119|2018| |7984|Artificial|Estadual|2|0
-20148|2018|Represa Euclides Morelli|3511|Artificial|Estadual|2|0
-20154|2018| |3893|Artificial|Estadual|2|0
-20172|2018| |7969|Artificial|Estadual|2|0
-20180|2018|Barragem Pedro Beicht|3530|Artificial|Estadual|2|0
-20193|2018| |11767|Artificial|Estadual|2|0
-20213|2018|Lago da Formiguinha|7658|Artificial|Estadual|2|0
-20224|2018|CGH Agropecuária Rio ParaÃso|8504|Artificial|Estadual|2|0
-20228|2018| |7946|Artificial|Estadual|2|0
-20231|2018| |7801|Artificial|Estadual|2|0
-20234|2018|PCH Santa Helena|3490|Artificial|Estadual|2|0
-20240|2018| |11769|Artificial|Estadual|2|0
-20249|2018|Represa Clube Náutico Araraquara|7931|Artificial|Estadual|2|0
-20276|2018| |7696|Artificial|Estadual|2|0
-20295|2018| |4064|Artificial|Estadual|2|0
-20298|2018|Represa Pesque e Pague Nello Zuntini|7999|Artificial|Estadual|2|0
-20308|2018|Barragem Usina Santa Rita|7923|Artificial|Estadual|2|0
-20316|2018| |3915|Artificial|Estadual|2|0
-20326|2018|Represa da Barra|7925|Artificial|Estadual|2|0
-20328|2018| |3540|Artificial|Estadual|2|0
-20331|2018|UHE Volta Grande|23139|Artificial|Estadual|2|0
-20333|2018| |7885|Artificial|Estadual|2|0
-20335|2018| |8026|Artificial|Estadual|2|0
-20339|2018| |7812|Artificial|Estadual|2|0
-20388|2018| |4001|Artificial|Estadual|2|0
-20394|2018| |8213|Artificial|Estadual|2|0
-20396|2018| |7986|Artificial|Estadual|2|0
-20399|2018| |4062|Artificial|Estadual|2|0
-20410|2018| |8007|Artificial|Estadual|2|0
-20415|2018| |8326|Artificial|Estadual|2|0
-20422|2018| |8152|Artificial|Estadual|2|0
-20424|2018|Barragem Fosfértil|4106|Artificial|Estadual|2|0
-20433|2018| |8280|Artificial|Estadual|2|0
-20451|2018| |11794|Artificial|Estadual|2|0
-20457|2018|Represa Horto Florestal de Sumaré|3491|Artificial|Estadual|2|0
-20464|2018|Represa Tabajara|3497|Artificial|Estadual|2|0
-20466|2018| |4078|Artificial|Estadual|2|0
-20469|2018|Represa Usina Lambari|7916|Artificial|Estadual|2|0
-20470|2018| |11789|Artificial|Estadual|2|0
-20476|2018| |7809|Artificial|Estadual|2|0
-20485|2018| |7929|Artificial|Estadual|2|0
-20487|2018|PCH São Bernardo|3574|Artificial|Estadual|2|0
-20488|2018|Represa Ãguas Claras|23077|Artificial|Estadual|2|0
-20493|2018|PCH Lago Azul|3882|Artificial|Estadual|2|0
-20512|2018| |7888|Artificial|Estadual|2|0
-20526|2018|UHE Porto Góes|23109|Artificial|Estadual|2|0
-20535|2018| |4061|Artificial|Estadual|2|0
-20537|2018| |7914|Artificial|Estadual|2|0
-20550|2018|Represa Bom Retiro|7926|Artificial|Estadual|2|0
-20553|2018| |8314|Artificial|Estadual|2|0
-20577|2018| |7913|Artificial|Estadual|2|0
-20586|2018|Barragem HermÃnio Ometto|3507|Artificial|Estadual|2|0
-20602|2018|Barragem do Rio PiuÃ|3556|Artificial|Estadual|2|0
-20606|2018|PCH Poço Fundo|3553|Artificial|Estadual|2|0
-20636|2018| |8199|Artificial|Estadual|2|0
-20644|2018| |8296|Artificial|Estadual|2|0
-20649|2018|Represa Ribeirão Boa Vista|3495|Artificial|Estadual|2|0
-20680|2018| |8190|Artificial|Estadual|2|0
-20714|2018| |7711|Natural|Estadual|2|1
-20769|2018| |8305|Natural|Estadual|2|1
-20780|2018| |3903|Artificial|Estadual|2|0
-20783|2018| |8137|Natural|Estadual|2|1
-20804|2018|Barragem Rio Atibainha|3546|Artificial|Estadual|2|0
-20835|2018|Salto Rio Chopim|7671|Natural|Estadual|2|1
-20837|2018| |4103|Natural|Estadual|2|1
-20861|2018| |7976|Artificial|Estadual|2|0
-20863|2018| |8214|Artificial|Estadual|2|0
-20880|2018| |11757|Natural|Estadual|2|1
-20891|2018| |8093|Natural|Estadual|2|1
-20903|2018|Represa Usina Vassununga|7924|Artificial|Estadual|2|0
-20917|2018| |8014|Artificial|Estadual|2|0
-20980|2018|Lagoa Branca|3520|Natural|Estadual|2|1
-20994|2018| |8056|Artificial|Estadual|2|0
-21007|2018| |7821|Natural|Estadual|2|1
-21033|2018| |8212|Natural|Estadual|2|1
-21047|2018| |8208|Artificial|Estadual|2|0
-21051|2018|Represa Ribeirão do Campo|3564|Artificial|Estadual|2|0
-21065|2018|Represa Usina São João|3501|Artificial|Estadual|2|0
-21073|2018| |4065|Artificial|Estadual|2|0
-21077|2018| |11751|Artificial|Estadual|2|0
-21084|2018| |8322|Artificial|Estadual|2|0
-21088|2018| |8003|Artificial|Estadual|2|0
-21100|2018| |7930|Artificial|Estadual|2|0
-21105|2018|Represa do Mirante|3500|Artificial|Estadual|2|0
-21114|2018| |8017|Artificial|Estadual|2|0
-21122|2018| |3936|Artificial|Estadual|2|0
-21139|2018| |3432|Artificial|Estadual|2|0
-21175|2018|Represa Usina Lambari|7915|Artificial|Estadual|2|0
-21193|2018| |8021|Natural|Estadual|2|1
-21205|2018| |11775|Natural|Estadual|2|1
-21218|2018|Córrego das Lagoas|8119|Artificial|Estadual|2|0
-21225|2018| |8156|Natural|Estadual|2|1
-21242|2018|Represa Rio JundiaÃ|3462|Artificial|Estadual|2|0
-21267|2018|PCH Batista Pilar|3481|Artificial|Estadual|2|0
-21293|2018| |7985|Artificial|Estadual|2|0
-21302|2018| |8201|Artificial|Estadual|2|0
-21408|2018|Represa Lindolpho Pio da Silva Dias|3459|Artificial|Estadual|2|0
-21412|2018| |4072|Artificial|Estadual|2|0
-21463|2018|PCH Lobo|7906|Artificial|Estadual|2|0
-21475|2018|Represa Córrego Santana|3478|Artificial|Estadual|2|0
-21487|2018| |3791|Artificial|Estadual|2|0
-21488|2018| |3919|Artificial|Estadual|2|0
-21524|2018| |3925|Artificial|Estadual|2|0
-21550|2018|UHE Fundão|23104|Artificial|Estadual|2|0
-21595|2018| |11801|Artificial|Estadual|2|0
-21611|2018|Represa Paulo de Paiva Castro|3537|Artificial|Estadual|2|0
-21655|2018|CGH Ester|3496|Artificial|Estadual|2|0
-21666|2018|Represa Taiaçupeba|3539|Artificial|Estadual|2|0
-21675|2018| |7668|Artificial|Estadual|2|0
-21704|2018|CGH Justus|8044|Artificial|Estadual|2|0
-21708|2018| |3907|Artificial|Estadual|2|0
-21733|2018| |7977|Artificial|Estadual|2|0
-21762|2018| |8342|Artificial|Estadual|2|0
-21784|2018|PCH Rochedo|8249|Artificial|Estadual|2|0
-21820|2018| |8374|Artificial|Estadual|2|0
-21823|2018| |8254|Artificial|Estadual|2|0
-21824|2018|UHE Rio do Peixe|3525|Artificial|Estadual|2|0
-21863|2018| |8481|Artificial|Estadual|2|0
-21869|2018|Reservatório Cebolão|23094|Artificial|Estadual|2|0
-21876|2018| |3438|Artificial|Estadual|2|0
-21907|2018| |3878|Artificial|Estadual|2|0
-21939|2018|Represa Rio Piraquara I|7686|Artificial|Estadual|2|0
-21944|2018| |8020|Artificial|Estadual|2|0
-21963|2018|Barragem EduÃno Sbardellini|3518|Artificial|Estadual|2|0
-21984|2018| |7703|Artificial|Estadual|2|0
-21992|2018|Reservatório Traição|23091|Artificial|Estadual|2|0
-21993|2018|Barragem João Leite|23062|Artificial|Estadual|2|0
-22009|2018|Represa Usina Jacarezinho|8049|Artificial|Estadual|2|0
-22016|2018| |8004|Artificial|Estadual|2|0
-22041|2018|Represa Usina Bonfim|7947|Artificial|Estadual|2|0
-22062|2018| |8200|Artificial|Estadual|2|0
-22074|2018|Represa Usina Nova América|7815|Artificial|Estadual|2|0
-22130|2018| |7743|Natural|Estadual|2|1
-22135|2018|PCH Jacaré Pepira|7911|Artificial|Estadual|2|0
-22138|2018|Lagoa Bonita|7842|Natural|Estadual|2|1
-22162|2018| |3800|Artificial|Estadual|2|0
-22172|2018| |22804|Artificial|Estadual|2|0
-22183|2018|Represa Velha|3543|Artificial|Estadual|2|0
-22201|2018|UHE Ibitinga|8008|Artificial|Estadual|2|0
-22231|2018| |3521|Artificial|Estadual|2|0
-22253|2018|Barragem de Rejeito Mineração Catalão|8284|Artificial|Estadual|2|0
-22278|2018|Lagoa da Cerca|8275|Natural|Estadual|2|1
-22284|2018|Represa Sucupira|8283|Artificial|Estadual|2|0
-22285|2018| |8045|Artificial|Estadual|2|0
-22288|2018| |7881|Natural|Estadual|2|1
-22292|2018| |3586|Natural|Estadual|2|1
-22357|2018| |8001|Artificial|Estadual|2|0
-22398|2018|Represa Fazenda Pontal|8366|Artificial|Estadual|2|0
-22401|2018| |3920|Artificial|Estadual|2|0
-22409|2018| |11785|Artificial|Estadual|2|0
-22415|2018| |8373|Artificial|Estadual|2|0
-22419|2018| |3881|Artificial|Estadual|2|0
-22421|2018| |8295|Artificial|Estadual|2|0
-22427|2018| |8277|Artificial|Estadual|2|0
-22430|2018| |11859|Artificial|Estadual|2|0
-22448|2018| |8375|Artificial|Estadual|2|0
-22466|2018| |8376|Artificial|Estadual|2|0
-22468|2018| |8328|Artificial|Estadual|2|0
-22477|2018| |8361|Artificial|Estadual|2|0
-22503|2018| |8267|Artificial|Estadual|2|0
-22548|2018| |3904|Artificial|Estadual|2|0
-22562|2018| |3905|Artificial|Estadual|2|0
-22564|2018|Açude do Moisés|8389|Artificial|Estadual|2|0
-22569|2018| |4077|Artificial|Estadual|2|0
-22578|2018| |8341|Artificial|Estadual|2|0
-22579|2018| |8332|Artificial|Estadual|2|0
-22581|2018| |8321|Artificial|Estadual|2|0
-22594|2018| |8299|Artificial|Estadual|2|0
-22606|2018| |11754|Artificial|Estadual|2|0
-22609|2018| |11758|Artificial|Estadual|2|0
-22657|2018|PCH Salto Natal|8100|Artificial|Estadual|2|0
-22660|2018| |8260|Artificial|Estadual|2|0
-22699|2018|UHE Amador Aguiar II|23045|Artificial|Estadual|2|0
-22702|2018| |8327|Artificial|Estadual|2|0
-22720|2018| |7893|Artificial|Estadual|2|0
+id,ano,nome,massa_id,tipo,adm,adm_id
+2,2018,Represa do Descoberto,8255,Artificial,Federal,1
+14,2018,UHE Rosana,8107,Artificial,Federal,1
+23,2018,UHE Canoas II,22900,Artificial,Federal,1
+27,2018,UHE Salto Osório,7673,Artificial,Federal,1
+39,2018,Represa Santa Maria,3946,Artificial,Federal,1
+67,2018,Lagoa São João,11871,Natural,Federal,1
+70,2018,UHE Salto Grande,8053,Artificial,Federal,1
+80,2018,Represa HercÃlio Nardi e Albino Perin,3912,Artificial,Federal,1
+157,2018,UHE Ourinhos,23122,Artificial,Federal,1
+159,2018,UHE Paranapanema,23088,Artificial,Federal,1
+173,2018,UHE Canoas I,23036,Artificial,Federal,1
+175,2018,UHE Porto Colômbia,8276,Artificial,Federal,1
+207,2018,UHE Americana,3494,Artificial,Federal,1
+247,2018,UHE Governador Bento Munhoz da Rocha Neto,7659,Artificial,Federal,1
+248,2018,Lagoa do Sossego,11727,Natural,Federal,1
+251,2018, ,4083,Artificial,Federal,1
+258,2018,UHE Furnas,3460,Artificial,Federal,1
+260,2018,UHE Governador José Richa,7674,Artificial,Federal,1
+264,2018,UHE Emborcação,21665,Artificial,Federal,1
+266,2018,UHE Salto Santiago,7664,Artificial,Federal,1
+288,2018,UHE Batalha,23060,Artificial,Federal,1
+309,2018,Represa Agriter I,3921,Artificial,Federal,1
+321,2018, ,11868,Natural,Federal,1
+328,2018,UHE Corumbá I,8240,Artificial,Federal,1
+329,2018,UHE Itumbiara,8228,Artificial,Federal,1
+339,2018,UHE Caconde,3434,Artificial,Federal,1
+351,2018,UHE Marechal Mascarenhas de Moraes,3529,Artificial,Federal,1
+355,2018,UHE São Simão,8293,Artificial,Federal,1
+366,2018,UHE Porto Primavera,7773,Artificial,Federal,1
+414,2018,UHE Marimbondo,8042,Artificial,Federal,1
+419,2018,UHE Ãgua Vermelha,8292,Artificial,Federal,1
+433,2018,UHE Chavantes,7994,Artificial,Federal,1
+437,2018,UHE Serra do Facão,23059,Artificial,Federal,1
+450,2018,UHE Governador Ney Aminthas de Barros Braga,7337,Artificial,Federal,1
+458,2018,UHE Jurumirim,8217,Artificial,Federal,1
+464,2018,UHE Camargos,3578,Artificial,Federal,1
+468,2018,UHE Capivara,8074,Artificial,Federal,1
+480,2018,UHE Ilha Solteira,8242,Artificial,Federal,1
+487,2018,UHE Itutinga,3595,Artificial,Federal,1
+489,2018,UHE Cachoeira Dourada,8398,Artificial,Federal,1
+490,2018,Represa Fazenda Pamplona,3922,Artificial,Federal,1
+495,2018,UHE Jupiá,8124,Artificial,Federal,1
+507,2018,UHE Paranoá,3945,Artificial,Federal,1
+528,2018,UHE Jaguara,3793,Artificial,Federal,1
+547,2018,UHE Funil,3581,Artificial,Federal,1
+549,2018,UHE Volta Grande,21663,Artificial,Federal,1
+596,2018,Barragem Fazenda Poço Claro ou Lamerão,3934,Artificial,Federal,1
+610,2018,Barragem na Ãrea A Módulo 12 do PADF,23126,Artificial,Federal,1
+645,2018,UHE Taquaruçu,8106,Artificial,Federal,1
+719,2018,UHE Estreito,3792,Artificial,Federal,1
+725,2018,UHE Euclides da Cunha,3522,Artificial,Federal,1
+733,2018,Represa no Ribeirão das Antas,3551,Artificial,Federal,1
+741,2018,UHE Piraju,7990,Artificial,Federal,1
+764,2018,UHE Limoeiro,3523,Artificial,Federal,1
+807,2018,UHE Igarapava,23037,Artificial,Federal,1
+855,2018,UHE Itaipu,11735,Artificial,Federal,1
+970,2018,UHE Rolador,23114,Artificial,Federal,1
+982,2018,Barragem Rio Cachoeira,3549,Artificial,Federal,1
+1039,2018,UHE Eloy Chaves,23113,Artificial,Federal,1
+1047,2018,Represa Usina de Atibaia,3545,Artificial,Federal,1
+1048,2018,PCH Padre Carlos,23117,Artificial,Federal,1
+1077,2018,PCH Retiro Velho,23052,Artificial,Federal,1
+1096,2018, ,11742,Natural,Federal,1
+1117,2018,Barragem no Ribeirão Samambaia,3938,Artificial,Federal,1
+1128,2018,CGH São José,3449,Artificial,Federal,1
+1208,2018, ,8263,Natural,Federal,1
+1252,2018,Lagoa dos Padres,11726,Natural,Federal,1
+1355,2018,Lagoa do Jacaré,11872,Natural,Federal,1
+1491,2018,Lagoa Jatobá,11869,Natural,Federal,1
+1767,2018,PCH Planalto,23053,Artificial,Federal,1
+1782,2018,Represa Agriter II,3913,Artificial,Federal,1
+1824,2018, ,3588,Natural,Federal,1
+1834,2018,Barragem Rio JacareÃ-Jaguari,3458,Artificial,Federal,1
+1839,2018,UHE Jaguari,23115,Artificial,Federal,1
+1945,2018, ,7894,Artificial,Estadual,2
+2382,2018,PCH Antas I,23129,Artificial,Federal,1
+2447,2018,Lagoa Azul,11743,Natural,Federal,1
+2461,2018, ,7715,Natural,Estadual,2
+2531,2018, ,3937,Artificial,Estadual,2
+2544,2018, ,8205,Artificial,Estadual,2
+2571,2018,CGH Bortolan,3524,Artificial,Federal,1
+2578,2018,Lagoa Xambré,11870,Natural,Federal,1
+2581,2018, ,3935,Artificial,Estadual,2
+2593,2018,Reservatório Penha,3534,Artificial,Estadual,2
+2618,2018,PCH Mogi-Guaçu,3436,Artificial,Federal,1
+2668,2018,Barragem Fazenda São Jacó,3939,Artificial,Federal,1
+2761,2018,Lagoa Saraiva,11866,Natural,Federal,1
+2792,2018, ,7734,Natural,Estadual,2
+2793,2018,Lagoa do Chato,8359,Natural,Estadual,2
+2796,2018, ,8235,Natural,Estadual,2
+2804,2018, ,7901,Natural,Estadual,2
+2815,2018, ,7961,Natural,Estadual,2
+2826,2018, ,8080,Natural,Estadual,2
+2831,2018, ,8273,Natural,Estadual,2
+2862,2018, ,8266,Natural,Estadual,2
+2869,2018,Lagoa Segunda,8155,Natural,Estadual,2
+2908,2018, ,8483,Artificial,Estadual,2
+2921,2018,Lago Rio Tietê,3440,Natural,Estadual,2
+2924,2018,Lagoa do Tabuão,3433,Natural,Estadual,2
+2933,2018, ,8186,Natural,Estadual,2
+2957,2018, ,8114,Natural,Estadual,2
+2976,2018,Lagoa Limpa,8038,Natural,Estadual,2
+2985,2018, ,7784,Natural,Estadual,2
+2995,2018, ,8181,Artificial,Estadual,2
+3008,2018, ,8143,Artificial,Estadual,2
+3023,2018, ,7732,Natural,Estadual,2
+3046,2018, ,7820,Natural,Estadual,2
+3075,2018, ,8103,Natural,Estadual,2
+3102,2018,PCH Bom Jardim,8279,Artificial,Estadual,2
+3118,2018, ,7739,Natural,Estadual,2
+3125,2018, ,7838,Natural,Estadual,2
+3155,2018, ,3891,Artificial,Estadual,2
+3157,2018, ,3552,Natural,Estadual,2
+3161,2018, ,8136,Natural,Estadual,2
+3167,2018, ,3929,Natural,Estadual,2
+3202,2018, ,8174,Natural,Estadual,2
+3209,2018, ,7788,Natural,Estadual,2
+3248,2018, ,7798,Natural,Estadual,2
+3250,2018, ,8340,Artificial,Estadual,2
+3275,2018, ,11755,Natural,Estadual,2
+3289,2018,Lago Rio Tietê,3441,Natural,Estadual,2
+3311,2018, ,8264,Natural,Estadual,2
+3383,2018,Lago Maracá,8025,Natural,Estadual,2
+3386,2018, ,7833,Natural,Estadual,2
+3408,2018, ,3888,Artificial,Estadual,2
+3412,2018, ,7872,Natural,Estadual,2
+3461,2018, ,7979,Artificial,Estadual,2
+3465,2018,Lagoa Bonita,3949,Natural,Estadual,2
+3469,2018, ,8215,Natural,Estadual,2
+3475,2018, ,8396,Artificial,Estadual,2
+3498,2018, ,8005,Artificial,Estadual,2
+3535,2018, ,8006,Artificial,Estadual,2
+3537,2018, ,8078,Natural,Estadual,2
+3568,2018, ,7991,Artificial,Estadual,2
+3596,2018, ,8140,Artificial,Estadual,2
+3629,2018, ,3487,Natural,Estadual,2
+3631,2018, ,8204,Natural,Estadual,2
+3644,2018,Lago Rio Tietê,3443,Natural,Estadual,2
+3669,2018, ,7678,Natural,Estadual,2
+3688,2018, ,7697,Natural,Estadual,2
+3696,2018, ,8043,Artificial,Estadual,2
+3742,2018, ,8258,Artificial,Estadual,2
+3769,2018, ,8192,Artificial,Estadual,2
+3772,2018, ,8127,Artificial,Estadual,2
+3780,2018, ,8060,Natural,Estadual,2
+3801,2018, ,11788,Natural,Estadual,2
+3808,2018, ,7776,Natural,Estadual,2
+3813,2018, ,7769,Natural,Estadual,2
+3820,2018, ,3516,Natural,Estadual,2
+3822,2018, ,7775,Natural,Estadual,2
+3836,2018, ,7949,Natural,Estadual,2
+3873,2018,Barragem Guariroba,11799,Artificial,Estadual,2
+3905,2018,Represa de José Jorge,8054,Artificial,Estadual,2
+3913,2018,Represa Ribeirão do Alegre,8055,Artificial,Estadual,2
+3921,2018,Represa Usina SeverÃnia,8039,Artificial,Estadual,2
+3927,2018, ,8032,Natural,Estadual,2
+3950,2018,Lagoa do Grilo,8303,Natural,Estadual,2
+4007,2018,Represa Usina Colombo,8010,Artificial,Estadual,2
+4016,2018, ,8339,Natural,Estadual,2
+4018,2018, ,7857,Natural,Estadual,2
+4019,2018, ,7964,Natural,Estadual,2
+4033,2018, ,7813,Natural,Estadual,2
+4050,2018, ,7834,Natural,Estadual,2
+4053,2018,Barragem Rio Harmonia,8047,Artificial,Estadual,2
+4091,2018, ,8355,Natural,Estadual,2
+4129,2018,Represa Três Barras,8051,Artificial,Estadual,2
+4138,2018, ,7939,Natural,Estadual,2
+4155,2018,Represa Usina Nardini,8009,Artificial,Estadual,2
+4160,2018, ,7698,Natural,Estadual,2
+4171,2018, ,22731,Natural,Estadual,2
+4183,2018, ,11763,Natural,Estadual,2
+4204,2018,Lagoa do Jacaré,8360,Natural,Estadual,2
+4209,2018, ,11781,Natural,Estadual,2
+4220,2018, ,7844,Natural,Estadual,2
+4226,2018, ,7835,Natural,Estadual,2
+4261,2018, ,7996,Natural,Estadual,2
+4274,2018, ,7919,Natural,Estadual,2
+4282,2018, ,7829,Natural,Estadual,2
+4288,2018,Lagoa Bambu,7843,Natural,Estadual,2
+4301,2018, ,3798,Artificial,Estadual,2
+4310,2018, ,8000,Artificial,Estadual,2
+4316,2018, ,8203,Natural,Estadual,2
+4325,2018, ,7740,Natural,Estadual,2
+4333,2018,Lagoa do Quilim,7824,Natural,Estadual,2
+4340,2018, ,7884,Artificial,Estadual,2
+4350,2018, ,7921,Natural,Estadual,2
+4360,2018, ,3788,Natural,Estadual,2
+4371,2018, ,7873,Natural,Estadual,2
+4403,2018,Lagoa da Cana,8023,Artificial,Estadual,2
+4411,2018, ,7855,Natural,Estadual,2
+4427,2018, ,7868,Natural,Estadual,2
+4428,2018, ,11798,Natural,Estadual,2
+4437,2018, ,3582,Natural,Estadual,2
+4454,2018, ,7848,Natural,Estadual,2
+4472,2018, ,8164,Natural,Estadual,2
+4476,2018, ,7989,Artificial,Estadual,2
+4487,2018, ,7751,Natural,Estadual,2
+4510,2018, ,7981,Artificial,Estadual,2
+4578,2018, ,7748,Natural,Estadual,2
+4579,2018, ,7691,Natural,Estadual,2
+4616,2018, ,7749,Natural,Estadual,2
+4650,2018, ,7747,Natural,Estadual,2
+4680,2018, ,7745,Natural,Estadual,2
+4725,2018,Lagoa Escondida,8363,Natural,Estadual,2
+4751,2018,Lagoa da Brejaúba,8223,Natural,Estadual,2
+4760,2018, ,7736,Natural,Estadual,2
+4778,2018, ,8502,Natural,Estadual,2
+4787,2018, ,3585,Natural,Estadual,2
+4833,2018, ,3576,Natural,Estadual,2
+4843,2018, ,7701,Natural,Estadual,2
+4865,2018, ,8157,Artificial,Estadual,2
+4886,2018, ,7864,Natural,Estadual,2
+4891,2018, ,7771,Natural,Estadual,2
+4903,2018,Represa Rio Iratim,7631,Artificial,Estadual,2
+4918,2018, ,7861,Natural,Estadual,2
+4921,2018, ,7772,Natural,Estadual,2
+4931,2018, ,8036,Natural,Estadual,2
+4942,2018, ,7744,Natural,Estadual,2
+4946,2018, ,7719,Natural,Estadual,2
+4950,2018,Lagoa do Canto,8230,Natural,Estadual,2
+4966,2018, ,7645,Artificial,Estadual,2
+4982,2018, ,11779,Natural,Estadual,2
+4985,2018, ,7762,Natural,Estadual,2
+4997,2018,Lagoa dos Peixes,3475,Natural,Estadual,2
+5012,2018, ,8145,Natural,Estadual,2
+5060,2018, ,7746,Natural,Estadual,2
+5167,2018, ,7680,Natural,Estadual,2
+5179,2018, ,3797,Artificial,Estadual,2
+5194,2018, ,7787,Natural,Estadual,2
+5200,2018, ,7702,Natural,Estadual,2
+5211,2018, ,7856,Natural,Estadual,2
+5219,2018, ,7830,Natural,Estadual,2
+5222,2018, ,7845,Natural,Estadual,2
+5225,2018, ,7962,Natural,Estadual,2
+5264,2018, ,8142,Natural,Estadual,2
+5283,2018, ,8171,Natural,Estadual,2
+5290,2018,Lagoa de São Lourenço,8289,Natural,Estadual,2
+5341,2018, ,7822,Natural,Estadual,2
+5355,2018, ,8394,Natural,Estadual,2
+5395,2018, ,8068,Natural,Estadual,2
+5411,2018, ,7766,Natural,Estadual,2
+5422,2018, ,3917,Artificial,Estadual,2
+5430,2018, ,8356,Natural,Estadual,2
+5458,2018, ,7918,Natural,Estadual,2
+5490,2018, ,11795,Natural,Estadual,2
+5505,2018, ,3514,Natural,Estadual,2
+5535,2018, ,7920,Natural,Estadual,2
+5567,2018, ,7764,Natural,Estadual,2
+5568,2018, ,8272,Natural,Estadual,2
+5572,2018, ,8163,Natural,Estadual,2
+5576,2018, ,3513,Natural,Estadual,2
+5590,2018, ,7804,Natural,Estadual,2
+5672,2018, ,7879,Natural,Estadual,2
+5675,2018, ,8294,Natural,Estadual,2
+5682,2018, ,7954,Natural,Estadual,2
+5694,2018, ,8188,Natural,Estadual,2
+5759,2018, ,7952,Natural,Estadual,2
+5774,2018, ,8104,Natural,Estadual,2
+5842,2018,Lagoa Feia,8274,Natural,Estadual,2
+5861,2018, ,3479,Natural,Estadual,2
+5876,2018,Lagoa Seca,8048,Natural,Estadual,2
+5943,2018, ,7818,Natural,Estadual,2
+6011,2018, ,11839,Natural,Estadual,2
+6020,2018, ,8134,Natural,Estadual,2
+6080,2018, ,3789,Natural,Estadual,2
+6146,2018,Lagoa da Chapada,8336,Natural,Estadual,2
+6218,2018, ,8501,Natural,Estadual,2
+6245,2018, ,8059,Natural,Estadual,2
+6264,2018, ,8297,Natural,Estadual,2
+6289,2018, ,7869,Natural,Estadual,2
+6292,2018, ,7875,Natural,Estadual,2
+6296,2018, ,8081,Natural,Estadual,2
+6327,2018, ,11774,Natural,Estadual,2
+6332,2018, ,8151,Natural,Estadual,2
+6406,2018,Lagoa do Peroba,8187,Natural,Estadual,2
+6437,2018, ,11791,Natural,Estadual,2
+6438,2018, ,7714,Natural,Estadual,2
+6451,2018, ,8182,Natural,Estadual,2
+6460,2018, ,7676,Natural,Estadual,2
+6527,2018, ,8090,Natural,Estadual,2
+6534,2018, ,3550,Artificial,Estadual,2
+6543,2018, ,7731,Natural,Estadual,2
+6552,2018, ,11862,Natural,Estadual,2
+6595,2018, ,7756,Natural,Estadual,2
+6597,2018, ,7765,Natural,Estadual,2
+6605,2018, ,7971,Natural,Estadual,2
+6637,2018,Lagoa Ouro Verde,8102,Natural,Estadual,2
+6673,2018, ,7763,Natural,Estadual,2
+6721,2018, ,11756,Natural,Estadual,2
+6743,2018, ,8135,Natural,Estadual,2
+6771,2018, ,3991,Natural,Estadual,2
+6774,2018, ,7693,Natural,Estadual,2
+6784,2018, ,8092,Natural,Estadual,2
+6802,2018, ,8191,Natural,Estadual,2
+6816,2018, ,7726,Natural,Estadual,2
+6817,2018, ,7654,Natural,Estadual,2
+6821,2018,Lagoa Grande,11731,Natural,Estadual,2
+6840,2018, ,11748,Natural,Estadual,2
+6844,2018, ,11747,Natural,Estadual,2
+6850,2018, ,4032,Artificial,Estadual,2
+6856,2018,Lagoa do Varjão,8232,Natural,Estadual,2
+6859,2018,UHE Barra,7662,Artificial,Estadual,2
+6863,2018,Lagoa do Jaburu,3942,Natural,Estadual,2
+6987,2018, ,7811,Natural,Estadual,2
+6989,2018, ,11746,Natural,Estadual,2
+6991,2018, ,7854,Natural,Estadual,2
+7014,2018, ,7733,Natural,Estadual,2
+7015,2018, ,7761,Natural,Estadual,2
+7053,2018, ,8224,Natural,Estadual,2
+7057,2018, ,22799,Natural,Estadual,2
+7068,2018, ,11773,Natural,Estadual,2
+7082,2018, ,7716,Natural,Estadual,2
+7119,2018, ,7878,Natural,Estadual,2
+7122,2018, ,7852,Natural,Estadual,2
+7123,2018, ,3784,Natural,Estadual,2
+7127,2018, ,8122,Natural,Estadual,2
+7141,2018, ,7706,Natural,Estadual,2
+7195,2018, ,8185,Natural,Estadual,2
+7220,2018, ,7836,Natural,Estadual,2
+7221,2018, ,7760,Natural,Estadual,2
+7232,2018, ,7837,Natural,Estadual,2
+7246,2018, ,7791,Natural,Estadual,2
+7259,2018, ,8226,Natural,Estadual,2
+7295,2018, ,8311,Natural,Estadual,2
+7319,2018,Lagoa Linda,8165,Natural,Estadual,2
+7343,2018,Lagoa do Mato,8333,Natural,Estadual,2
+7348,2018, ,7792,Natural,Estadual,2
+7381,2018, ,8105,Natural,Estadual,2
+7405,2018,Represa Golfe Campo Alto,3504,Artificial,Estadual,2
+7420,2018, ,11752,Natural,Estadual,2
+7449,2018, ,7951,Natural,Estadual,2
+7500,2018, ,7793,Natural,Estadual,2
+7523,2018, ,7968,Artificial,Estadual,2
+7537,2018,Lagoa da Anta,8318,Natural,Estadual,2
+7572,2018, ,8198,Natural,Estadual,2
+7581,2018,Represa Rio IraÃ,7681,Artificial,Estadual,2
+7591,2018, ,3510,Artificial,Estadual,2
+7624,2018,Lagoa do Jambo,8300,Natural,Estadual,2
+7643,2018, ,7956,Natural,Estadual,2
+7654,2018, ,8167,Natural,Estadual,2
+7662,2018, ,8253,Artificial,Estadual,2
+7690,2018, ,11796,Natural,Estadual,2
+7709,2018, ,7876,Natural,Estadual,2
+7768,2018, ,22801,Artificial,Estadual,2
+7783,2018,Represa Bom Sucesso,8503,Artificial,Estadual,2
+7910,2018, ,7874,Natural,Estadual,2
+7925,2018, ,7825,Natural,Estadual,2
+7936,2018, ,8084,Artificial,Estadual,2
+8002,2018, ,8088,Artificial,Estadual,2
+8081,2018,Lagoa Escura,8041,Artificial,Estadual,2
+8115,2018, ,11783,Natural,Estadual,2
+8145,2018,Lagoa Pó de Mico,8241,Natural,Estadual,2
+8184,2018, ,3880,Natural,Estadual,2
+8187,2018, ,8094,Artificial,Estadual,2
+8195,2018, ,7863,Natural,Estadual,2
+8199,2018,Lagoa do Caracol,8222,Natural,Estadual,2
+8203,2018, ,8113,Artificial,Estadual,2
+8250,2018, ,11790,Natural,Estadual,2
+8304,2018, ,8015,Artificial,Estadual,2
+8355,2018,Lagoa do Mato,8338,Natural,Estadual,2
+8363,2018, ,8218,Natural,Estadual,2
+8374,2018, ,7786,Natural,Estadual,2
+8388,2018, ,7950,Natural,Estadual,2
+8397,2018, ,3781,Natural,Estadual,2
+8519,2018,Lagoa do Curral,22805,Natural,Estadual,2
+8567,2018,Represa LDC Bioenergia,3437,Natural,Estadual,2
+8568,2018, ,23066,Artificial,Estadual,2
+8642,2018, ,8184,Natural,Estadual,2
+8648,2018, ,8076,Natural,Estadual,2
+8695,2018, ,8031,Natural,Estadual,2
+8711,2018, ,7797,Natural,Estadual,2
+8716,2018, ,11760,Natural,Estadual,2
+8775,2018, ,7717,Natural,Estadual,2
+8790,2018, ,4116,Artificial,Estadual,2
+8830,2018, ,7692,Natural,Estadual,2
+8860,2018, ,7823,Natural,Estadual,2
+8876,2018, ,3675,Natural,Estadual,2
+8949,2018, ,3673,Natural,Estadual,2
+9020,2018, ,8110,Natural,Estadual,2
+9090,2018,Barragem Ponte Nova,3563,Artificial,Estadual,2
+9098,2018, ,3785,Natural,Estadual,2
+9104,2018,Barragem Rio Santo Anastácio,8073,Artificial,Estadual,2
+9146,2018,Lagoinha,8220,Natural,Estadual,2
+9173,2018, ,7758,Natural,Estadual,2
+9177,2018, ,8077,Natural,Estadual,2
+9201,2018, ,7974,Natural,Estadual,2
+9236,2018, ,8146,Natural,Estadual,2
+9262,2018, ,7695,Natural,Estadual,2
+9263,2018, ,7741,Natural,Estadual,2
+9270,2018, ,8061,Artificial,Estadual,2
+9328,2018,Represa Balneário de Rancharia,8070,Artificial,Estadual,2
+9331,2018, ,7675,Natural,Estadual,2
+9334,2018, ,7753,Natural,Estadual,2
+9365,2018, ,11744,Natural,Estadual,2
+9372,2018, ,7805,Natural,Estadual,2
+9398,2018, ,7907,Natural,Estadual,2
+9474,2018, ,11750,Natural,Estadual,2
+9486,2018,Represa Usina Nova América,8050,Artificial,Estadual,2
+9498,2018,Lagoa de Ouro,11766,Natural,Estadual,2
+9522,2018, ,11793,Natural,Estadual,2
+9584,2018, ,3778,Natural,Estadual,2
+9585,2018, ,8083,Artificial,Estadual,2
+9616,2018, ,11749,Natural,Estadual,2
+9656,2018,Lagoa da Boa Vista,3512,Natural,Estadual,2
+9658,2018, ,7892,Natural,Estadual,2
+9709,2018,Lagoa Francisco Schmidt,7938,Natural,Estadual,2
+9735,2018, ,7934,Natural,Estadual,2
+9759,2018,Lagoa do Pintado,8139,Natural,Estadual,2
+9789,2018, ,7899,Artificial,Estadual,2
+9812,2018, ,7688,Natural,Estadual,2
+9817,2018, ,7728,Natural,Estadual,2
+9837,2018, ,7729,Natural,Estadual,2
+9893,2018, ,7867,Natural,Estadual,2
+9908,2018, ,7713,Natural,Estadual,2
+9948,2018, ,7689,Natural,Estadual,2
+9973,2018, ,7752,Natural,Estadual,2
+9980,2018,Represa Pilão d'Ãgua,7887,Artificial,Estadual,2
+10009,2018,Lagoa Formosa,22806,Natural,Estadual,2
+10019,2018, ,7862,Natural,Estadual,2
+10114,2018, ,11765,Natural,Estadual,2
+10122,2018,Lagoa Feia,8393,Natural,Estadual,2
+10155,2018, ,7720,Natural,Estadual,2
+10182,2018, ,7998,Natural,Estadual,2
+10183,2018, ,8307,Natural,Estadual,2
+10216,2018, ,7721,Natural,Estadual,2
+10228,2018, ,11838,Natural,Estadual,2
+10256,2018, ,8225,Natural,Estadual,2
+10287,2018, ,8097,Natural,Estadual,2
+10324,2018, ,8117,Natural,Estadual,2
+10326,2018, ,8128,Natural,Estadual,2
+10386,2018, ,8132,Natural,Estadual,2
+10391,2018, ,8069,Natural,Estadual,2
+10403,2018,UHE Espora,23051,Artificial,Estadual,2
+10447,2018,Represa Usina São Carlos,7943,Artificial,Estadual,2
+10460,2018, ,8130,Natural,Estadual,2
+10469,2018, ,7789,Natural,Estadual,2
+10489,2018,UHE Miranda,21664,Artificial,Estadual,2
+10494,2018,Lagoa Bebedouro,3986,Artificial,Estadual,2
+10519,2018, ,8098,Artificial,Estadual,2
+10522,2018, ,7795,Natural,Estadual,2
+10524,2018, ,8180,Natural,Estadual,2
+10530,2018, ,7725,Natural,Estadual,2
+10535,2018, ,8282,Natural,Estadual,2
+10536,2018,Lagoa Rasa,8301,Natural,Estadual,2
+10546,2018,Lagoa do Rodrigo,8150,Natural,Estadual,2
+10585,2018,Lago dos Patos,8189,Natural,Estadual,2
+10590,2018, ,8281,Natural,Estadual,2
+10595,2018,Lagoa da Olaria,8221,Natural,Estadual,2
+10607,2018, ,8298,Natural,Estadual,2
+10612,2018, ,7865,Natural,Estadual,2
+10613,2018, ,7866,Natural,Estadual,2
+10614,2018, ,7963,Natural,Estadual,2
+10620,2018, ,11761,Natural,Estadual,2
+10623,2018, ,8207,Natural,Estadual,2
+10628,2018, ,7782,Natural,Estadual,2
+10642,2018,Córrego Lafon,8089,Natural,Estadual,2
+10675,2018, ,7704,Natural,Estadual,2
+10698,2018,Lagoa Segunda,8161,Natural,Estadual,2
+10713,2018, ,8162,Natural,Estadual,2
+10715,2018,Lagoa Bonita,8317,Natural,Estadual,2
+10735,2018, ,7860,Natural,Estadual,2
+10736,2018, ,7882,Natural,Estadual,2
+10752,2018,UHE Corumbá III,23069,Artificial,Estadual,2
+10760,2018, ,8357,Natural,Estadual,2
+10781,2018, ,8395,Artificial,Estadual,2
+10789,2018,Lagoa Bonita,11728,Natural,Estadual,2
+10790,2018, ,8206,Natural,Estadual,2
+10839,2018, ,8141,Natural,Estadual,2
+10840,2018, ,8057,Natural,Estadual,2
+10962,2018, ,7738,Natural,Estadual,2
+11003,2018,Lagoa do Recanto,8306,Natural,Estadual,2
+11055,2018, ,8012,Natural,Estadual,2
+11061,2018,Lago Rio Tietê,3442,Natural,Estadual,2
+11083,2018, ,7870,Natural,Estadual,2
+11112,2018,Lagoa do Fundo,8316,Natural,Estadual,2
+11145,2018, ,8116,Natural,Estadual,2
+11168,2018, ,7917,Natural,Estadual,2
+11254,2018, ,4113,Natural,Estadual,2
+11260,2018,Barragem de Rejeito Mineração Catalão,8286,Artificial,Estadual,2
+11286,2018, ,8131,Natural,Estadual,2
+11291,2018, ,8331,Natural,Estadual,2
+11296,2018,Lagoa Caaporã,7840,Natural,Estadual,2
+11307,2018, ,8337,Natural,Estadual,2
+11311,2018, ,8324,Natural,Estadual,2
+11313,2018, ,7742,Natural,Estadual,2
+11321,2018,Lagoa do Marruco,8308,Natural,Estadual,2
+11328,2018,Lagoa Cabeceira do Mandengo,8312,Natural,Estadual,2
+11340,2018,Lagoa Limpa,8358,Natural,Estadual,2
+11389,2018, ,8335,Natural,Estadual,2
+11390,2018, ,8365,Natural,Estadual,2
+11406,2018,Lagoa do Rufino,8231,Natural,Estadual,2
+11445,2018,Lagoa da Estrada,8390,Natural,Estadual,2
+11459,2018,Represa São Lourenço,7653,Natural,Estadual,2
+11471,2018, ,8313,Natural,Estadual,2
+11505,2018, ,11730,Natural,Estadual,2
+11517,2018, ,7755,Natural,Estadual,2
+11521,2018, ,8265,Natural,Estadual,2
+11525,2018, ,11787,Natural,Estadual,2
+11532,2018, ,8112,Natural,Estadual,2
+11545,2018, ,8154,Natural,Estadual,2
+11546,2018,Lagoa Segunda,8158,Natural,Estadual,2
+11585,2018, ,11784,Natural,Estadual,2
+11590,2018, ,7705,Natural,Estadual,2
+11593,2018, ,8175,Natural,Estadual,2
+11596,2018, ,7781,Natural,Estadual,2
+11615,2018,Lagoa Bambu,8153,Natural,Estadual,2
+11635,2018, ,8172,Natural,Estadual,2
+11645,2018, ,22963,Natural,Estadual,2
+11655,2018, ,4071,Artificial,Estadual,2
+11658,2018, ,8109,Natural,Estadual,2
+11659,2018, ,7768,Natural,Estadual,2
+11662,2018,Lagoa do Potreiro,8219,Natural,Estadual,2
+11671,2018, ,7730,Natural,Estadual,2
+11673,2018, ,8115,Natural,Estadual,2
+11742,2018, ,8108,Natural,Estadual,2
+11767,2018, ,3777,Natural,Estadual,2
+11783,2018, ,8030,Natural,Estadual,2
+11788,2018, ,8257,Natural,Estadual,2
+11815,2018,Barragem CBMM,4109,Artificial,Estadual,2
+11841,2018, ,4111,Artificial,Estadual,2
+11863,2018, ,7853,Natural,Estadual,2
+11875,2018,UHE Nova Avanhandava,8063,Artificial,Estadual,2
+11876,2018, ,7710,Natural,Estadual,2
+11881,2018, ,7828,Natural,Estadual,2
+11882,2018, ,4076,Artificial,Estadual,2
+11893,2018, ,11778,Natural,Estadual,2
+11900,2018,Barragem de Rejeito Ãcido Sulfúrico Bunge,4110,Artificial,Estadual,2
+11916,2018, ,8169,Natural,Estadual,2
+11917,2018, ,11864,Natural,Estadual,2
+11940,2018, ,4117,Artificial,Estadual,2
+12018,2018, ,3790,Artificial,Estadual,2
+12055,2018,PCH Edgard de Souza (Repotenciação),23082,Artificial,Estadual,2
+12069,2018, ,7727,Natural,Estadual,2
+12072,2018,Barragem Fosfértil,4107,Artificial,Estadual,2
+12079,2018, ,7754,Natural,Estadual,2
+12081,2018, ,7737,Natural,Estadual,2
+12097,2018,Córrego da Onça,8120,Natural,Estadual,2
+12101,2018, ,7759,Natural,Estadual,2
+12122,2018, ,7707,Natural,Estadual,2
+12128,2018, ,7819,Natural,Estadual,2
+12134,2018,Lagoa do Valinho,7995,Natural,Estadual,2
+12144,2018, ,7966,Natural,Estadual,2
+12147,2018,Lagoa Grande,7941,Natural,Estadual,2
+12171,2018, ,8085,Natural,Estadual,2
+12261,2018, ,8244,Natural,Estadual,2
+12291,2018, ,3508,Artificial,Estadual,2
+12295,2018, ,7859,Natural,Estadual,2
+12300,2018, ,7814,Natural,Estadual,2
+12305,2018, ,8058,Natural,Estadual,2
+12310,2018, ,7767,Natural,Estadual,2
+12316,2018, ,8304,Natural,Estadual,2
+12320,2018, ,3674,Natural,Estadual,2
+12353,2018,Barragem Rio Passaúna,7953,Artificial,Estadual,2
+12366,2018, ,7827,Natural,Estadual,2
+12427,2018, ,8126,Artificial,Estadual,2
+12484,2018, ,8160,Natural,Estadual,2
+12552,2018, ,8176,Natural,Estadual,2
+12622,2018, ,7849,Natural,Estadual,2
+12643,2018,Rio BaÃa,8168,Natural,Estadual,2
+12734,2018, ,11772,Natural,Estadual,2
+12848,2018,Barragem Fosfértil,4104,Artificial,Estadual,2
+12877,2018, ,7877,Natural,Estadual,2
+12913,2018, ,7718,Natural,Estadual,2
+12916,2018, ,7712,Natural,Estadual,2
+12938,2018,Lagoa do Português,8118,Natural,Estadual,2
+12957,2018, ,3890,Artificial,Estadual,2
+12972,2018, ,7871,Natural,Estadual,2
+12994,2018,Represa Billings,3454,Artificial,Estadual,2
+13013,2018,Lagoa Paraguaia,8148,Natural,Estadual,2
+13025,2018, ,7975,Natural,Estadual,2
+13052,2018, ,7774,Natural,Estadual,2
+13061,2018,UHE Corumbá IV,8252,Artificial,Estadual,2
+13093,2018,Lagoa Itararé,7933,Natural,Estadual,2
+13139,2018, ,8016,Artificial,Estadual,2
+13165,2018, ,7700,Natural,Estadual,2
+13177,2018, ,8392,Natural,Estadual,2
+13239,2018, ,7936,Natural,Estadual,2
+13265,2018, ,11732,Natural,Estadual,2
+13299,2018,Barragem CBMM,4108,Artificial,Estadual,2
+13316,2018,UHE Nova Ponte,3794,Artificial,Estadual,2
+13324,2018, ,11782,Natural,Estadual,2
+13333,2018, ,11800,Artificial,Estadual,2
+13338,2018, ,7955,Natural,Estadual,2
+13395,2018,Lagoa Santa Maria,8291,Natural,Estadual,2
+13423,2018, ,7831,Natural,Estadual,2
+13442,2018,UHE Caçu,23050,Artificial,Estadual,2
+13446,2018, ,7832,Natural,Estadual,2
+13449,2018,Barragem Fosfértil,4105,Artificial,Estadual,2
+13460,2018,Córrego da Divisa,8261,Natural,Estadual,2
+13473,2018, ,3985,Artificial,Estadual,2
+13481,2018,Lagoa Segunda,8159,Natural,Estadual,2
+13485,2018, ,7965,Natural,Estadual,2
+13521,2018, ,3506,Natural,Estadual,2
+13526,2018, ,11860,Artificial,Estadual,2
+13582,2018, ,7708,Natural,Estadual,2
+13639,2018, ,3783,Natural,Estadual,2
+13782,2018,Lagoa Fazenda Rio das Pedras,3493,Artificial,Estadual,2
+13798,2018, ,7903,Natural,Estadual,2
+13803,2018, ,7826,Natural,Estadual,2
+13830,2018,Barragem de Rejeito Mineração Catalão,8285,Artificial,Estadual,2
+13841,2018, ,8290,Natural,Estadual,2
+13859,2018,UHE Três Irmãos,8099,Artificial,Estadual,2
+13926,2018, ,3799,Artificial,Estadual,2
+13993,2018,UHE Amador Aguiar I,23047,Artificial,Estadual,2
+14125,2018, ,3677,Natural,Estadual,2
+14245,2018, ,7750,Natural,Estadual,2
+14335,2018,Represa Guarapiranga,3531,Artificial,Estadual,2
+14458,2018, ,7694,Natural,Estadual,2
+14462,2018, ,7802,Artificial,Estadual,2
+14486,2018,Represa Usina Santa Luiza,7942,Artificial,Estadual,2
+14506,2018, ,11745,Natural,Estadual,2
+14532,2018, ,8482,Artificial,Estadual,2
+14638,2018, ,7778,Natural,Estadual,2
+14710,2018, ,11759,Natural,Estadual,2
+14718,2018, ,7967,Natural,Estadual,2
+14730,2018, ,7960,Natural,Estadual,2
+14792,2018, ,7780,Natural,Estadual,2
+14846,2018,Represa Ribeirão Cachoeirinha,3498,Artificial,Estadual,2
+14860,2018, ,8183,Natural,Estadual,2
+14871,2018, ,3786,Natural,Estadual,2
+14872,2018, ,11797,Natural,Estadual,2
+14927,2018,Córrego das Éguas,8091,Natural,Estadual,2
+14973,2018, ,3519,Natural,Estadual,2
+14988,2018, ,3787,Artificial,Estadual,2
+14994,2018, ,8133,Natural,Estadual,2
+15003,2018,UHE Promissão,8013,Artificial,Estadual,2
+15067,2018, ,7988,Artificial,Estadual,2
+15075,2018,Lagoa Joaquim Medeiros,3948,Natural,Estadual,2
+15146,2018, ,3584,Natural,Estadual,2
+15149,2018, ,8149,Natural,Estadual,2
+15160,2018, ,11792,Natural,Estadual,2
+15168,2018,Represa Doutor José Bonifácio Viana,7896,Artificial,Estadual,2
+15169,2018, ,7891,Artificial,Estadual,2
+15198,2018,Lagoa do Mimoso,8302,Natural,Estadual,2
+15204,2018, ,7898,Artificial,Estadual,2
+15205,2018, ,7897,Artificial,Estadual,2
+15211,2018,Lagoa de CarapicuÃba,3533,Natural,Estadual,2
+15213,2018, ,7904,Artificial,Estadual,2
+15220,2018, ,8364,Natural,Estadual,2
+15243,2018, ,7779,Artificial,Estadual,2
+15275,2018,Represa Córrego Vendinha,7932,Artificial,Estadual,2
+15289,2018,Lagoão,22803,Natural,Estadual,2
+15371,2018, ,7880,Natural,Estadual,2
+15399,2018, ,8325,Natural,Estadual,2
+15412,2018, ,4033,Artificial,Estadual,2
+15430,2018, ,7983,Artificial,Estadual,2
+15432,2018, ,7757,Natural,Estadual,2
+15450,2018, ,7722,Natural,Estadual,2
+15472,2018,UHE Barra dos Coqueiros,23049,Artificial,Estadual,2
+15514,2018, ,7724,Natural,Estadual,2
+15623,2018, ,8210,Artificial,Estadual,2
+15652,2018, ,3906,Artificial,Estadual,2
+15664,2018, ,11768,Natural,Estadual,2
+15722,2018, ,11780,Natural,Estadual,2
+15749,2018, ,7817,Natural,Estadual,2
+15752,2018,Barragem SIX Petrobrás,7655,Artificial,Estadual,2
+15769,2018,Lago Guanabara,3575,Natural,Estadual,2
+15784,2018, ,22802,Natural,Estadual,2
+15785,2018, ,7902,Natural,Estadual,2
+15787,2018, ,8173,Natural,Estadual,2
+15797,2018, ,7660,Artificial,Estadual,2
+15832,2018, ,7699,Artificial,Estadual,2
+15880,2018, ,7685,Artificial,Estadual,2
+15884,2018, ,7980,Artificial,Estadual,2
+15911,2018,Lagoa Iturama,8288,Natural,Estadual,2
+15913,2018, ,8179,Artificial,Estadual,2
+15933,2018, ,7796,Natural,Estadual,2
+15968,2018,Represa Balneário da Amizade,8072,Artificial,Estadual,2
+15970,2018, ,7982,Artificial,Estadual,2
+16011,2018,Represa Rio Novo,7978,Artificial,Estadual,2
+16012,2018,Represa de Sant'Ana,7912,Artificial,Estadual,2
+16019,2018, ,8018,Natural,Estadual,2
+16025,2018,Represa Usina Santa Adélia,7948,Artificial,Estadual,2
+16061,2018, ,7723,Natural,Estadual,2
+16071,2018, ,7847,Natural,Estadual,2
+16121,2018, ,7970,Natural,Estadual,2
+16188,2018, ,7992,Artificial,Estadual,2
+16222,2018,Lagoa do Clube,3557,Natural,Estadual,2
+16255,2018, ,8027,Natural,Estadual,2
+16276,2018, ,8002,Artificial,Estadual,2
+16286,2018,Lagoa Maior,8123,Natural,Estadual,2
+16291,2018, ,4115,Natural,Estadual,2
+16308,2018, ,8011,Natural,Estadual,2
+16320,2018, ,7846,Natural,Estadual,2
+16369,2018, ,8195,Artificial,Estadual,2
+16441,2018, ,8320,Natural,Estadual,2
+16444,2018,Lagoa Quarenta e Um,7841,Natural,Estadual,2
+16467,2018, ,7661,Artificial,Estadual,2
+16483,2018,Represa Ribeirão das Tabocas,7928,Artificial,Estadual,2
+16485,2018,Represa de São José do Rio Preto,7816,Artificial,Estadual,2
+16491,2018,Lagoa Bonita,8202,Natural,Estadual,2
+16522,2018, ,7858,Natural,Estadual,2
+16536,2018, ,7905,Artificial,Estadual,2
+16539,2018, ,11776,Natural,Estadual,2
+16566,2018, ,7839,Natural,Estadual,2
+16583,2018,Lagoa Comprida,3476,Natural,Estadual,2
+16585,2018, ,7806,Artificial,Estadual,2
+16611,2018, ,7735,Natural,Estadual,2
+16628,2018, ,8037,Artificial,Estadual,2
+16629,2018, ,8170,Natural,Estadual,2
+16669,2018,Lagoa das Bichas,8310,Natural,Estadual,2
+16715,2018, ,8323,Natural,Estadual,2
+16891,2018, ,8034,Natural,Estadual,2
+16944,2018,Lagoa Assombrada,7850,Natural,Estadual,2
+16998,2018, ,7883,Artificial,Estadual,2
+17023,2018, ,8086,Natural,Estadual,2
+17062,2018, ,8079,Natural,Estadual,2
+17081,2018, ,11762,Artificial,Estadual,2
+17118,2018,UHE Salto do Rio Verdinho,23048,Artificial,Estadual,2
+17161,2018, ,8329,Natural,Estadual,2
+17233,2018, ,8138,Natural,Estadual,2
+17248,2018, ,7785,Natural,Estadual,2
+17269,2018, ,4079,Artificial,Estadual,2
+17292,2018, ,8330,Natural,Estadual,2
+17329,2018, ,11786,Artificial,Estadual,2
+17331,2018, ,3990,Artificial,Estadual,2
+17345,2018, ,8129,Natural,Estadual,2
+17405,2018,UHE Santa Clara,7663,Artificial,Estadual,2
+17423,2018,Lagoa Embaúba,8391,Natural,Estadual,2
+17474,2018, ,8144,Natural,Estadual,2
+17499,2018, ,7770,Natural,Estadual,2
+17544,2018, ,7652,Natural,Estadual,2
+17558,2018, ,4112,Natural,Estadual,2
+17607,2018,Lagoa Formosa,8227,Natural,Estadual,2
+17635,2018, ,7997,Natural,Estadual,2
+17648,2018,UHE Mauá,23081,Artificial,Estadual,2
+17650,2018, ,4046,Artificial,Estadual,2
+17655,2018,Lagoa do Ouro Branco,8033,Natural,Estadual,2
+17694,2018, ,8194,Natural,Estadual,2
+17704,2018, ,3894,Natural,Estadual,2
+17750,2018, ,8178,Artificial,Estadual,2
+17766,2018, ,7690,Artificial,Estadual,2
+17770,2018, ,7672,Natural,Estadual,2
+17787,2018,PCH Mourão I,8101,Artificial,Estadual,2
+17794,2018, ,8177,Artificial,Estadual,2
+17797,2018, ,3779,Artificial,Estadual,2
+17833,2018, ,4073,Artificial,Estadual,2
+17844,2018, ,3782,Artificial,Estadual,2
+17864,2018,Represa Rio Verde,7957,Artificial,Estadual,2
+17866,2018,Açude da Bomba,7944,Artificial,Estadual,2
+17870,2018, ,3928,Artificial,Estadual,2
+17872,2018, ,3884,Artificial,Estadual,2
+17883,2018,Lago Paulo Gorski,8125,Artificial,Estadual,2
+17888,2018,PCH Ribeirão do Pinhal,3435,Artificial,Estadual,2
+17913,2018, ,8147,Artificial,Estadual,2
+17923,2018,CGH São João II,11770,Artificial,Estadual,2
+17928,2018, ,8287,Artificial,Estadual,2
+17930,2018, ,3984,Artificial,Estadual,2
+17932,2018,CGH PG2,3883,Artificial,Estadual,2
+17934,2018,PCH São Jorge,7679,Artificial,Estadual,2
+17975,2018, ,8319,Artificial,Estadual,2
+17976,2018, ,8197,Artificial,Estadual,2
+17978,2018, ,22800,Artificial,Estadual,2
+17993,2018,Ribeirão Mimoso,8399,Artificial,Estadual,2
+17995,2018, ,3931,Artificial,Estadual,2
+18002,2018, ,8087,Artificial,Estadual,2
+18010,2018,Represa Usina São Luiz,8052,Artificial,Estadual,2
+18011,2018,PCH Apucaraninha,8066,Artificial,Estadual,2
+18026,2018, ,3474,Artificial,Estadual,2
+18030,2018,UHE Barra Bonita,7922,Artificial,Estadual,2
+18032,2018,UHE Assis Chateaubriand,8216,Artificial,Estadual,2
+18093,2018, ,8166,Natural,Estadual,2
+18107,2018,Lagoa Ãgua Doce,8362,Natural,Estadual,2
+18155,2018,Represa do Córrego da Cabeceira Comprida,8096,Artificial,Estadual,2
+18258,2018,Lagoa da Vaca,8334,Natural,Estadual,2
+18275,2018,UHE Bariri,22759,Artificial,Estadual,2
+18309,2018,Represa Goiás Verde,3926,Artificial,Estadual,2
+18316,2018, ,11753,Artificial,Estadual,2
+18322,2018, ,3887,Artificial,Estadual,2
+18336,2018, ,3900,Artificial,Estadual,2
+18337,2018, ,3902,Artificial,Estadual,2
+18343,2018, ,8082,Artificial,Estadual,2
+18345,2018, ,3927,Artificial,Estadual,2
+18353,2018, ,3910,Artificial,Estadual,2
+18383,2018, ,3923,Artificial,Estadual,2
+18393,2018,CGH Laranja Doce,8071,Artificial,Estadual,2
+18394,2018,Represa Nova,3544,Artificial,Estadual,2
+18419,2018,Lago Fishing Park,7895,Artificial,Estadual,2
+18439,2018, ,3909,Artificial,Estadual,2
+18440,2018, ,3908,Artificial,Estadual,2
+18453,2018, ,8075,Artificial,Estadual,2
+18486,2018, ,8095,Artificial,Estadual,2
+18499,2018, ,3914,Artificial,Estadual,2
+18516,2018, ,11956,Artificial,Estadual,2
+18542,2018, ,8315,Artificial,Estadual,2
+18559,2018,Barragem Lago Igapó I,8067,Artificial,Estadual,2
+18578,2018, ,7670,Artificial,Estadual,2
+18580,2018,Represa Rio TatuÃ,7890,Artificial,Estadual,2
+18598,2018,CGH Itaquerê,7810,Artificial,Estadual,2
+18602,2018, ,8024,Artificial,Estadual,2
+18608,2018,PCH Salto Curucaca II,8064,Artificial,Estadual,2
+18609,2018, ,7987,Artificial,Estadual,2
+18632,2018, ,3989,Artificial,Estadual,2
+18650,2018, ,7993,Artificial,Estadual,2
+18656,2018,CGH Rio Preto,7651,Artificial,Estadual,2
+18665,2018, ,8019,Artificial,Estadual,2
+18666,2018, ,7783,Artificial,Estadual,2
+18677,2018, ,8309,Artificial,Estadual,2
+18694,2018,Represa Fazenda Pizzato,7657,Artificial,Estadual,2
+18696,2018, ,3876,Artificial,Estadual,2
+18740,2018,Represa Usina São Martinho,7940,Artificial,Estadual,2
+18759,2018, ,7935,Artificial,Estadual,2
+18828,2018,Lagoa do Mato,8022,Artificial,Estadual,2
+18830,2018, ,3916,Artificial,Estadual,2
+18831,2018, ,8046,Artificial,Estadual,2
+18842,2018, ,7945,Artificial,Estadual,2
+18890,2018, ,8062,Artificial,Estadual,2
+18891,2018, ,8193,Artificial,Estadual,2
+18928,2018, ,4063,Artificial,Estadual,2
+18945,2018,PCH Jaguaricatu I,7972,Artificial,Estadual,2
+18962,2018,Represa Paramirim,3499,Artificial,Estadual,2
+18972,2018, ,8211,Artificial,Estadual,2
+18993,2018, ,3924,Artificial,Estadual,2
+19000,2018, ,7973,Artificial,Estadual,2
+19006,2018, ,3988,Artificial,Estadual,2
+19013,2018,Represa Fazenda da Grama,3489,Artificial,Estadual,2
+19065,2018,Represa Córrego Consulta,8035,Artificial,Estadual,2
+19081,2018,Represa Parque do Sabiá,8278,Artificial,Estadual,2
+19092,2018, ,3526,Artificial,Estadual,2
+19106,2018, ,3879,Artificial,Estadual,2
+19113,2018, ,3885,Artificial,Estadual,2
+19116,2018,Represa São LuÃs,3446,Artificial,Estadual,2
+19143,2018, ,4114,Artificial,Estadual,2
+19145,2018, ,3877,Artificial,Estadual,2
+19150,2018, ,7800,Artificial,Estadual,2
+19159,2018, ,8250,Artificial,Estadual,2
+19163,2018, ,3886,Artificial,Estadual,2
+19206,2018, ,3898,Artificial,Estadual,2
+19235,2018, ,3901,Artificial,Estadual,2
+19277,2018, ,4070,Artificial,Estadual,2
+19283,2018, ,3911,Artificial,Estadual,2
+19288,2018, ,7900,Artificial,Estadual,2
+19332,2018,PCH Pirapora,3542,Artificial,Estadual,2
+19356,2018, ,3930,Artificial,Estadual,2
+19362,2018,UHE Rasgão,3444,Artificial,Estadual,2
+19380,2018,Represa Cillos,3445,Artificial,Estadual,2
+19393,2018, ,11771,Artificial,Estadual,2
+19446,2018,Represa Usina São João,3503,Artificial,Estadual,2
+19494,2018, ,7889,Artificial,Estadual,2
+19495,2018,Açude Vidal Dias (PCH Xicão),3577,Artificial,Estadual,2
+19497,2018, ,3517,Artificial,Estadual,2
+19511,2018, ,3987,Artificial,Estadual,2
+19537,2018, ,8251,Artificial,Estadual,2
+19544,2018,PCH Cascata,3536,Artificial,Estadual,2
+19565,2018, ,8259,Artificial,Estadual,2
+19568,2018, ,8111,Artificial,Estadual,2
+19569,2018, ,8065,Artificial,Estadual,2
+19593,2018,PCH Jorda Flor,3480,Artificial,Estadual,2
+19596,2018, ,3554,Artificial,Estadual,2
+19624,2018, ,3892,Artificial,Estadual,2
+19642,2018, ,11861,Artificial,Estadual,2
+19645,2018, ,8196,Artificial,Estadual,2
+19667,2018, ,11740,Artificial,Estadual,2
+19669,2018,Represa Paraitinga,3562,Artificial,Estadual,2
+19684,2018,Represa Córrego Cruzeiro,3477,Artificial,Estadual,2
+19715,2018, ,3993,Artificial,Estadual,2
+19721,2018, ,3899,Artificial,Estadual,2
+19758,2018,Represa Areia Branca,3492,Artificial,Estadual,2
+19766,2018, ,8209,Artificial,Estadual,2
+19790,2018,Represa do Vinte e Nove,7927,Artificial,Estadual,2
+19792,2018, ,3541,Artificial,Estadual,2
+19794,2018,Represa Ribeirão Claro,3509,Artificial,Estadual,2
+19812,2018, ,3488,Artificial,Estadual,2
+19818,2018, ,8343,Artificial,Estadual,2
+19826,2018, ,8397,Artificial,Estadual,2
+19855,2018, ,11777,Artificial,Estadual,2
+19892,2018, ,3515,Artificial,Estadual,2
+19897,2018, ,8040,Artificial,Estadual,2
+19908,2018, ,7777,Artificial,Estadual,2
+19918,2018, ,3889,Artificial,Estadual,2
+19922,2018, ,3561,Artificial,Estadual,2
+19938,2018,PCH Santa Maria,7886,Artificial,Estadual,2
+19939,2018, ,8028,Artificial,Estadual,2
+19948,2018, ,7794,Artificial,Estadual,2
+19966,2018, ,7807,Artificial,Estadual,2
+19983,2018,Represa Usina Albertina,7937,Artificial,Estadual,2
+20014,2018, ,8029,Artificial,Estadual,2
+20016,2018, ,11764,Artificial,Estadual,2
+20062,2018, ,7656,Artificial,Estadual,2
+20073,2018,PCH ParaÃso II,8262,Artificial,Estadual,2
+20081,2018,UHE Itupararanga,3439,Artificial,Estadual,2
+20089,2018, ,3457,Artificial,Estadual,2
+20091,2018, ,4075,Artificial,Estadual,2
+20119,2018, ,7984,Artificial,Estadual,2
+20148,2018,Represa Euclides Morelli,3511,Artificial,Estadual,2
+20154,2018, ,3893,Artificial,Estadual,2
+20172,2018, ,7969,Artificial,Estadual,2
+20180,2018,Barragem Pedro Beicht,3530,Artificial,Estadual,2
+20193,2018, ,11767,Artificial,Estadual,2
+20213,2018,Lago da Formiguinha,7658,Artificial,Estadual,2
+20224,2018,CGH Agropecuária Rio ParaÃso,8504,Artificial,Estadual,2
+20228,2018, ,7946,Artificial,Estadual,2
+20231,2018, ,7801,Artificial,Estadual,2
+20234,2018,PCH Santa Helena,3490,Artificial,Estadual,2
+20240,2018, ,11769,Artificial,Estadual,2
+20249,2018,Represa Clube Náutico Araraquara,7931,Artificial,Estadual,2
+20276,2018, ,7696,Artificial,Estadual,2
+20295,2018, ,4064,Artificial,Estadual,2
+20298,2018,Represa Pesque e Pague Nello Zuntini,7999,Artificial,Estadual,2
+20308,2018,Barragem Usina Santa Rita,7923,Artificial,Estadual,2
+20316,2018, ,3915,Artificial,Estadual,2
+20326,2018,Represa da Barra,7925,Artificial,Estadual,2
+20328,2018, ,3540,Artificial,Estadual,2
+20331,2018,UHE Volta Grande,23139,Artificial,Estadual,2
+20333,2018, ,7885,Artificial,Estadual,2
+20335,2018, ,8026,Artificial,Estadual,2
+20339,2018, ,7812,Artificial,Estadual,2
+20388,2018, ,4001,Artificial,Estadual,2
+20394,2018, ,8213,Artificial,Estadual,2
+20396,2018, ,7986,Artificial,Estadual,2
+20399,2018, ,4062,Artificial,Estadual,2
+20410,2018, ,8007,Artificial,Estadual,2
+20415,2018, ,8326,Artificial,Estadual,2
+20422,2018, ,8152,Artificial,Estadual,2
+20424,2018,Barragem Fosfértil,4106,Artificial,Estadual,2
+20433,2018, ,8280,Artificial,Estadual,2
+20451,2018, ,11794,Artificial,Estadual,2
+20457,2018,Represa Horto Florestal de Sumaré,3491,Artificial,Estadual,2
+20464,2018,Represa Tabajara,3497,Artificial,Estadual,2
+20466,2018, ,4078,Artificial,Estadual,2
+20469,2018,Represa Usina Lambari,7916,Artificial,Estadual,2
+20470,2018, ,11789,Artificial,Estadual,2
+20476,2018, ,7809,Artificial,Estadual,2
+20485,2018, ,7929,Artificial,Estadual,2
+20487,2018,PCH São Bernardo,3574,Artificial,Estadual,2
+20488,2018,Represa Ãguas Claras,23077,Artificial,Estadual,2
+20493,2018,PCH Lago Azul,3882,Artificial,Estadual,2
+20512,2018, ,7888,Artificial,Estadual,2
+20526,2018,UHE Porto Góes,23109,Artificial,Estadual,2
+20535,2018, ,4061,Artificial,Estadual,2
+20537,2018, ,7914,Artificial,Estadual,2
+20550,2018,Represa Bom Retiro,7926,Artificial,Estadual,2
+20553,2018, ,8314,Artificial,Estadual,2
+20577,2018, ,7913,Artificial,Estadual,2
+20586,2018,Barragem HermÃnio Ometto,3507,Artificial,Estadual,2
+20602,2018,Barragem do Rio PiuÃ,3556,Artificial,Estadual,2
+20606,2018,PCH Poço Fundo,3553,Artificial,Estadual,2
+20636,2018, ,8199,Artificial,Estadual,2
+20644,2018, ,8296,Artificial,Estadual,2
+20649,2018,Represa Ribeirão Boa Vista,3495,Artificial,Estadual,2
+20680,2018, ,8190,Artificial,Estadual,2
+20714,2018, ,7711,Natural,Estadual,2
+20769,2018, ,8305,Natural,Estadual,2
+20780,2018, ,3903,Artificial,Estadual,2
+20783,2018, ,8137,Natural,Estadual,2
+20804,2018,Barragem Rio Atibainha,3546,Artificial,Estadual,2
+20835,2018,Salto Rio Chopim,7671,Natural,Estadual,2
+20837,2018, ,4103,Natural,Estadual,2
+20861,2018, ,7976,Artificial,Estadual,2
+20863,2018, ,8214,Artificial,Estadual,2
+20880,2018, ,11757,Natural,Estadual,2
+20891,2018, ,8093,Natural,Estadual,2
+20903,2018,Represa Usina Vassununga,7924,Artificial,Estadual,2
+20917,2018, ,8014,Artificial,Estadual,2
+20980,2018,Lagoa Branca,3520,Natural,Estadual,2
+20994,2018, ,8056,Artificial,Estadual,2
+21007,2018, ,7821,Natural,Estadual,2
+21033,2018, ,8212,Natural,Estadual,2
+21047,2018, ,8208,Artificial,Estadual,2
+21051,2018,Represa Ribeirão do Campo,3564,Artificial,Estadual,2
+21065,2018,Represa Usina São João,3501,Artificial,Estadual,2
+21073,2018, ,4065,Artificial,Estadual,2
+21077,2018, ,11751,Artificial,Estadual,2
+21084,2018, ,8322,Artificial,Estadual,2
+21088,2018, ,8003,Artificial,Estadual,2
+21100,2018, ,7930,Artificial,Estadual,2
+21105,2018,Represa do Mirante,3500,Artificial,Estadual,2
+21114,2018, ,8017,Artificial,Estadual,2
+21122,2018, ,3936,Artificial,Estadual,2
+21139,2018, ,3432,Artificial,Estadual,2
+21175,2018,Represa Usina Lambari,7915,Artificial,Estadual,2
+21193,2018, ,8021,Natural,Estadual,2
+21205,2018, ,11775,Natural,Estadual,2
+21218,2018,Córrego das Lagoas,8119,Artificial,Estadual,2
+21225,2018, ,8156,Natural,Estadual,2
+21242,2018,Represa Rio JundiaÃ,3462,Artificial,Estadual,2
+21267,2018,PCH Batista Pilar,3481,Artificial,Estadual,2
+21293,2018, ,7985,Artificial,Estadual,2
+21302,2018, ,8201,Artificial,Estadual,2
+21408,2018,Represa Lindolpho Pio da Silva Dias,3459,Artificial,Estadual,2
+21412,2018, ,4072,Artificial,Estadual,2
+21463,2018,PCH Lobo,7906,Artificial,Estadual,2
+21475,2018,Represa Córrego Santana,3478,Artificial,Estadual,2
+21487,2018, ,3791,Artificial,Estadual,2
+21488,2018, ,3919,Artificial,Estadual,2
+21524,2018, ,3925,Artificial,Estadual,2
+21550,2018,UHE Fundão,23104,Artificial,Estadual,2
+21595,2018, ,11801,Artificial,Estadual,2
+21611,2018,Represa Paulo de Paiva Castro,3537,Artificial,Estadual,2
+21655,2018,CGH Ester,3496,Artificial,Estadual,2
+21666,2018,Represa Taiaçupeba,3539,Artificial,Estadual,2
+21675,2018, ,7668,Artificial,Estadual,2
+21704,2018,CGH Justus,8044,Artificial,Estadual,2
+21708,2018, ,3907,Artificial,Estadual,2
+21733,2018, ,7977,Artificial,Estadual,2
+21762,2018, ,8342,Artificial,Estadual,2
+21784,2018,PCH Rochedo,8249,Artificial,Estadual,2
+21820,2018, ,8374,Artificial,Estadual,2
+21823,2018, ,8254,Artificial,Estadual,2
+21824,2018,UHE Rio do Peixe,3525,Artificial,Estadual,2
+21863,2018, ,8481,Artificial,Estadual,2
+21869,2018,Reservatório Cebolão,23094,Artificial,Estadual,2
+21876,2018, ,3438,Artificial,Estadual,2
+21907,2018, ,3878,Artificial,Estadual,2
+21939,2018,Represa Rio Piraquara I,7686,Artificial,Estadual,2
+21944,2018, ,8020,Artificial,Estadual,2
+21963,2018,Barragem EduÃno Sbardellini,3518,Artificial,Estadual,2
+21984,2018, ,7703,Artificial,Estadual,2
+21992,2018,Reservatório Traição,23091,Artificial,Estadual,2
+21993,2018,Barragem João Leite,23062,Artificial,Estadual,2
+22009,2018,Represa Usina Jacarezinho,8049,Artificial,Estadual,2
+22016,2018, ,8004,Artificial,Estadual,2
+22041,2018,Represa Usina Bonfim,7947,Artificial,Estadual,2
+22062,2018, ,8200,Artificial,Estadual,2
+22074,2018,Represa Usina Nova América,7815,Artificial,Estadual,2
+22130,2018, ,7743,Natural,Estadual,2
+22135,2018,PCH Jacaré Pepira,7911,Artificial,Estadual,2
+22138,2018,Lagoa Bonita,7842,Natural,Estadual,2
+22162,2018, ,3800,Artificial,Estadual,2
+22172,2018, ,22804,Artificial,Estadual,2
+22183,2018,Represa Velha,3543,Artificial,Estadual,2
+22201,2018,UHE Ibitinga,8008,Artificial,Estadual,2
+22231,2018, ,3521,Artificial,Estadual,2
+22253,2018,Barragem de Rejeito Mineração Catalão,8284,Artificial,Estadual,2
+22278,2018,Lagoa da Cerca,8275,Natural,Estadual,2
+22284,2018,Represa Sucupira,8283,Artificial,Estadual,2
+22285,2018, ,8045,Artificial,Estadual,2
+22288,2018, ,7881,Natural,Estadual,2
+22292,2018, ,3586,Natural,Estadual,2
+22357,2018, ,8001,Artificial,Estadual,2
+22398,2018,Represa Fazenda Pontal,8366,Artificial,Estadual,2
+22401,2018, ,3920,Artificial,Estadual,2
+22409,2018, ,11785,Artificial,Estadual,2
+22415,2018, ,8373,Artificial,Estadual,2
+22419,2018, ,3881,Artificial,Estadual,2
+22421,2018, ,8295,Artificial,Estadual,2
+22427,2018, ,8277,Artificial,Estadual,2
+22430,2018, ,11859,Artificial,Estadual,2
+22448,2018, ,8375,Artificial,Estadual,2
+22466,2018, ,8376,Artificial,Estadual,2
+22468,2018, ,8328,Artificial,Estadual,2
+22477,2018, ,8361,Artificial,Estadual,2
+22503,2018, ,8267,Artificial,Estadual,2
+22548,2018, ,3904,Artificial,Estadual,2
+22562,2018, ,3905,Artificial,Estadual,2
+22564,2018,Açude do Moisés,8389,Artificial,Estadual,2
+22569,2018, ,4077,Artificial,Estadual,2
+22578,2018, ,8341,Artificial,Estadual,2
+22579,2018, ,8332,Artificial,Estadual,2
+22581,2018, ,8321,Artificial,Estadual,2
+22594,2018, ,8299,Artificial,Estadual,2
+22606,2018, ,11754,Artificial,Estadual,2
+22609,2018, ,11758,Artificial,Estadual,2
+22657,2018,PCH Salto Natal,8100,Artificial,Estadual,2
+22660,2018, ,8260,Artificial,Estadual,2
+22699,2018,UHE Amador Aguiar II,23045,Artificial,Estadual,2
+22702,2018, ,8327,Artificial,Estadual,2
+22720,2018, ,7893,Artificial,Estadual,2
diff --git a/tests/database_test_data/verify_data_update.csv b/tests/database_test_data/verify_data_update.csv
index e23243d..6c58a51 100644
--- a/tests/database_test_data/verify_data_update.csv
+++ b/tests/database_test_data/verify_data_update.csv
@@ -1,1059 +1,1059 @@
-id|ano|nome|tipo|adm|adm_id|random_string|esp_id
-2|2018|Represa do Descoberto|Artificial|Federal|1|mzeac|8255
-14|2018|UHE Rosana|Artificial|Federal|1|lwyoatwt|8107
-23|2018|UHE Canoas II|Artificial|Federal|1|sovogkygri|22900
-27|2018|UHE Salto Osório|Artificial|Federal|1|nxhimmrytnrf|7673
-39|2018|Represa Santa Maria|Artificial|Federal|1|tqyphlz|3946
-67|2018|Lagoa São João|Natural|Federal|1|wcnpqmya|11871
-70|2018|UHE Salto Grande|Artificial|Federal|1|bwgyjijn|8053
-80|2018|Represa HercÃlio Nardi e Albino Perin|Artificial|Federal|1|rqnrl|3912
-157|2018|UHE Ourinhos|Artificial|Federal|1|wuptmsnjfc|23122
-159|2018|UHE Paranapanema|Artificial|Federal|1|zpudggeboy|23088
-173|2018|UHE Canoas I|Artificial|Federal|1|hwxuphddpkqw|23036
-175|2018|UHE Porto Colômbia|Artificial|Federal|1|gqt|8276
-207|2018|UHE Americana|Artificial|Federal|1|jhzff|3494
-247|2018|UHE Governador Bento Munhoz da Rocha Neto|Artificial|Federal|1|fvsakywd|7659
-248|2018|Lagoa do Sossego|Natural|Federal|1|dlcp|11727
-251|2018| |Artificial|Federal|1|syjekho|4083
-258|2018|UHE Furnas|Artificial|Federal|1|aaomnd|3460
-260|2018|UHE Governador José Richa|Artificial|Federal|1|txnecf|7674
-264|2018|UHE Emborcação|Artificial|Federal|1|xmlabaegovu|21665
-266|2018|UHE Salto Santiago|Artificial|Federal|1|hscbiagulspwupk|7664
-288|2018|UHE Batalha|Artificial|Federal|1|qlwprkibuikrfb|23060
-309|2018|Represa Agriter I|Artificial|Federal|1|hltjdmysqppgc|3921
-321|2018| |Natural|Federal|1|kywvyplfwkgrc|11868
-328|2018|UHE Corumbá I|Artificial|Federal|1|hnzwamsh|8240
-329|2018|UHE Itumbiara|Artificial|Federal|1|ykoyehunevkfpgq|8228
-339|2018|UHE Caconde|Artificial|Federal|1|fsszvgfh|3434
-351|2018|UHE Marechal Mascarenhas de Moraes|Artificial|Federal|1|lshiccgre|3529
-355|2018|UHE São Simão|Artificial|Federal|1|czaunauahp|8293
-366|2018|UHE Porto Primavera|Artificial|Federal|1|saf|7773
-414|2018|UHE Marimbondo|Artificial|Federal|1|ddqebji|8042
-419|2018|UHE Ãgua Vermelha|Artificial|Federal|1|dwlixfab|8292
-433|2018|UHE Chavantes|Artificial|Federal|1|ltiqspdjvvarh|7994
-437|2018|UHE Serra do Facão|Artificial|Federal|1|ipnognnrmktd|23059
-450|2018|UHE Governador Ney Aminthas de Barros Braga|Artificial|Federal|1|pgxttw|7337
-458|2018|UHE Jurumirim|Artificial|Federal|1|fqlmixktuabiqzn|8217
-464|2018|UHE Camargos|Artificial|Federal|1|lszvgf|3578
-468|2018|UHE Capivara|Artificial|Federal|1|fkjuiomzzaw|8074
-480|2018|UHE Ilha Solteira|Artificial|Federal|1|zelufafbzavif|8242
-487|2018|UHE Itutinga|Artificial|Federal|1|omdjnpivef|3595
-489|2018|UHE Cachoeira Dourada|Artificial|Federal|1|hcp|8398
-490|2018|Represa Fazenda Pamplona|Artificial|Federal|1|ekdmnppiafjq|3922
-495|2018|UHE Jupiá|Artificial|Federal|1|ienuqzsppjg|8124
-507|2018|UHE Paranoá|Artificial|Federal|1|fdfszhsqqh|3945
-528|2018|UHE Jaguara|Artificial|Federal|1|ozanaulocwodm|3793
-547|2018|UHE Funil|Artificial|Federal|1|agviwukkxxeaxj|3581
-549|2018|UHE Volta Grande|Artificial|Federal|1|qvlseprbitn|21663
-596|2018|Barragem Fazenda Poço Claro ou Lamerão|Artificial|Federal|1|riqkrs|3934
-610|2018|Barragem na Ãrea A Módulo 12 do PADF|Artificial|Federal|1|ibiywd|23126
-645|2018|UHE Taquaruçu|Artificial|Federal|1|qcuhs|8106
-719|2018|UHE Estreito|Artificial|Federal|1|kaebpketpzxid|3792
-725|2018|UHE Euclides da Cunha|Artificial|Federal|1|ntrdndpoakx|3522
-733|2018|Represa no Ribeirão das Antas|Artificial|Federal|1|wylopxwu|3551
-741|2018|UHE Piraju|Artificial|Federal|1|qistox|7990
-764|2018|UHE Limoeiro|Artificial|Federal|1|uipvlgfxhjm|3523
-807|2018|UHE Igarapava|Artificial|Federal|1|glafxuzpyty|23037
-855|2018|UHE Itaipu|Artificial|Federal|1|rnih|11735
-970|2018|UHE Rolador|Artificial|Federal|1|oou|23114
-982|2018|Barragem Rio Cachoeira|Artificial|Federal|1|ehlrgwa|3549
-1039|2018|UHE Eloy Chaves|Artificial|Federal|1|xze|23113
-1047|2018|Represa Usina de Atibaia|Artificial|Federal|1|pifzmvd|3545
-1048|2018|PCH Padre Carlos|Artificial|Federal|1|lwxwmjikzwgsod|23117
-1077|2018|PCH Retiro Velho|Artificial|Federal|1|mcopgtp|23052
-1096|2018| |Natural|Federal|1|lnreel|11742
-1117|2018|Barragem no Ribeirão Samambaia|Artificial|Federal|1|axagrwizcrf|3938
-1128|2018|CGH São José|Artificial|Federal|1|wxrepvficeneml|3449
-1208|2018| |Natural|Federal|1|zsdbkwrzuxbeej|8263
-1252|2018|Lagoa dos Padres|Natural|Federal|1|vjqymkssbbxinp|11726
-1355|2018|Lagoa do Jacaré|Natural|Federal|1|qyihlxtihivejnu|11872
-1491|2018|Lagoa Jatobá|Natural|Federal|1|snr|11869
-1767|2018|PCH Planalto|Artificial|Federal|1|fvumwwnejsors|23053
-1782|2018|Represa Agriter II|Artificial|Federal|1|eio|3913
-1824|2018| |Natural|Federal|1|uupvoqquedxu|3588
-1834|2018|Barragem Rio JacareÃ-Jaguari|Artificial|Federal|1|glzqstbwvqfrgzh|3458
-1839|2018|UHE Jaguari|Artificial|Federal|1|gjsxnvwkaycl|23115
-1945|2018| |Artificial|Estadual|2|cjycryunrnxiofi|7894
-2382|2018|PCH Antas I|Artificial|Federal|1|umfmenksmx|23129
-2447|2018|Lagoa Azul|Natural|Federal|1|caksg|11743
-2461|2018| |Natural|Estadual|2|rgemgiupopj|7715
-2531|2018| |Artificial|Estadual|2|zqb|3937
-2544|2018| |Artificial|Estadual|2|ugkuvjgulelmfu|8205
-2571|2018|CGH Bortolan|Artificial|Federal|1|bggfdgobzby|3524
-2578|2018|Lagoa Xambré|Natural|Federal|1|nhodcorcwmwk|11870
-2581|2018| |Artificial|Estadual|2|jzxht|3935
-2593|2018|Reservatório Penha|Artificial|Estadual|2|pkqimzvyh|3534
-2618|2018|PCH Mogi-Guaçu|Artificial|Federal|1|ozqwxkme|3436
-2668|2018|Barragem Fazenda São Jacó|Artificial|Federal|1|jujjpnwbfzyb|3939
-2761|2018|Lagoa Saraiva|Natural|Federal|1|ryywwoo|11866
-2792|2018| |Natural|Estadual|2|jrbbbfovgng|7734
-2793|2018|Lagoa do Chato|Natural|Estadual|2|hmqdmihohp|8359
-2796|2018| |Natural|Estadual|2|bghbg|8235
-2804|2018| |Natural|Estadual|2|cypoqdfktk|7901
-2815|2018| |Natural|Estadual|2|fcatpt|7961
-2826|2018| |Natural|Estadual|2|eckrqzisesjeuvy|8080
-2831|2018| |Natural|Estadual|2|hsydfcilwejmg|8273
-2862|2018| |Natural|Estadual|2|cmdrfal|8266
-2869|2018|Lagoa Segunda|Natural|Estadual|2|tatwito|8155
-2908|2018| |Artificial|Estadual|2|mbhcthmvmfl|8483
-2921|2018|Lago Rio Tietê|Natural|Estadual|2|mmxcuahqadt|3440
-2924|2018|Lagoa do Tabuão|Natural|Estadual|2|jckix|3433
-2933|2018| |Natural|Estadual|2|kqeewsxxfe|8186
-2957|2018| |Natural|Estadual|2|sad|8114
-2976|2018|Lagoa Limpa|Natural|Estadual|2|efcz|8038
-2985|2018| |Natural|Estadual|2|ssnprswqu|7784
-2995|2018| |Artificial|Estadual|2|lbevhtfoukkflpl|8181
-3008|2018| |Artificial|Estadual|2|dtzfsy|8143
-3023|2018| |Natural|Estadual|2|doqtvhsenomuox|7732
-3046|2018| |Natural|Estadual|2|wmaxuzrwaxnkk|7820
-3075|2018| |Natural|Estadual|2|ojkbnf|8103
-3102|2018|PCH Bom Jardim|Artificial|Estadual|2|ujqbvyzfmwonef|8279
-3118|2018| |Natural|Estadual|2|hypbimqizmiwwr|7739
-3125|2018| |Natural|Estadual|2|wnvj|7838
-3155|2018| |Artificial|Estadual|2|sijtkfr|3891
-3157|2018| |Natural|Estadual|2|erhhb|3552
-3161|2018| |Natural|Estadual|2|asee|8136
-3167|2018| |Natural|Estadual|2|kosit|3929
-3202|2018| |Natural|Estadual|2|jeeavxspsr|8174
-3209|2018| |Natural|Estadual|2|zts|7788
-3248|2018| |Natural|Estadual|2|bvesvanta|7798
-3250|2018| |Artificial|Estadual|2|xirfnlmfu|8340
-3275|2018| |Natural|Estadual|2|wrxuamebifvhzlt|11755
-3289|2018|Lago Rio Tietê|Natural|Estadual|2|ekrr|3441
-3311|2018| |Natural|Estadual|2|adzqehetmn|8264
-3383|2018|Lago Maracá|Natural|Estadual|2|divtbu|8025
-3386|2018| |Natural|Estadual|2|nklmkhvia|7833
-3408|2018| |Artificial|Estadual|2|ucyq|3888
-3412|2018| |Natural|Estadual|2|ikmgvracq|7872
-3461|2018| |Artificial|Estadual|2|igshcfiwkrffudv|7979
-3465|2018|Lagoa Bonita|Natural|Estadual|2|yrmistctzlxum|3949
-3469|2018| |Natural|Estadual|2|vtbkcsnwpfbuzho|8215
-3475|2018| |Artificial|Estadual|2|rihqoitib|8396
-3498|2018| |Artificial|Estadual|2|geabnzwqsmytk|8005
-3535|2018| |Artificial|Estadual|2|txnbfkc|8006
-3537|2018| |Natural|Estadual|2|kzdqixdhgna|8078
-3568|2018| |Artificial|Estadual|2|uqev|7991
-3596|2018| |Artificial|Estadual|2|jszjtgvqarzgbqo|8140
-3629|2018| |Natural|Estadual|2|qgl|3487
-3631|2018| |Natural|Estadual|2|vjxjrw|8204
-3644|2018|Lago Rio Tietê|Natural|Estadual|2|sgltqaypxhncwth|3443
-3669|2018| |Natural|Estadual|2|ikdrgzuxmmtrnih|7678
-3688|2018| |Natural|Estadual|2|rrzhbmvmzzq|7697
-3696|2018| |Artificial|Estadual|2|ijfzm|8043
-3742|2018| |Artificial|Estadual|2|zswm|8258
-3769|2018| |Artificial|Estadual|2|ajylxfujp|8192
-3772|2018| |Artificial|Estadual|2|mheulznynqslstc|8127
-3780|2018| |Natural|Estadual|2|sxw|8060
-3801|2018| |Natural|Estadual|2|evagjytmrypvm|11788
-3808|2018| |Natural|Estadual|2|mcqsbsaevvy|7776
-3813|2018| |Natural|Estadual|2|xoitsrc|7769
-3820|2018| |Natural|Estadual|2|qircmyzk|3516
-3822|2018| |Natural|Estadual|2|gzdjvgycczntvis|7775
-3836|2018| |Natural|Estadual|2|jhjthmqwvubgfi|7949
-3873|2018|Barragem Guariroba|Artificial|Estadual|2|uktwjneydqsyyvn|11799
-3905|2018|Represa de José Jorge|Artificial|Estadual|2|objkylofp|8054
-3913|2018|Represa Ribeirão do Alegre|Artificial|Estadual|2|oihsduutelwrh|8055
-3921|2018|Represa Usina SeverÃnia|Artificial|Estadual|2|hlaxrmmvs|8039
-3927|2018| |Natural|Estadual|2|zdpkzh|8032
-3950|2018|Lagoa do Grilo|Natural|Estadual|2|nou|8303
-4007|2018|Represa Usina Colombo|Artificial|Estadual|2|axgchyxp|8010
-4016|2018| |Natural|Estadual|2|ndhjgqf|8339
-4018|2018| |Natural|Estadual|2|wxs|7857
-4019|2018| |Natural|Estadual|2|fozabfpbozrwk|7964
-4033|2018| |Natural|Estadual|2|iph|7813
-4050|2018| |Natural|Estadual|2|toymkev|7834
-4053|2018|Barragem Rio Harmonia|Artificial|Estadual|2|sicvyp|8047
-4091|2018| |Natural|Estadual|2|eloud|8355
-4129|2018|Represa Três Barras|Artificial|Estadual|2|ermqtaqnl|8051
-4138|2018| |Natural|Estadual|2|ewjiazhhvpgvc|7939
-4155|2018|Represa Usina Nardini|Artificial|Estadual|2|hknvzoao|8009
-4160|2018| |Natural|Estadual|2|pgcye|7698
-4171|2018| |Natural|Estadual|2|efg|22731
-4183|2018| |Natural|Estadual|2|uibk|11763
-4204|2018|Lagoa do Jacaré|Natural|Estadual|2|fmtm|8360
-4209|2018| |Natural|Estadual|2|dhkrakhmttbfr|11781
-4220|2018| |Natural|Estadual|2|qzqdqxuzqlvdzps|7844
-4226|2018| |Natural|Estadual|2|upopohuk|7835
-4261|2018| |Natural|Estadual|2|estgfmo|7996
-4274|2018| |Natural|Estadual|2|igimmru|7919
-4282|2018| |Natural|Estadual|2|wmqiaef|7829
-4288|2018|Lagoa Bambu|Natural|Estadual|2|gxvgxykoaxccf|7843
-4301|2018| |Artificial|Estadual|2|jeaotvfj|3798
-4310|2018| |Artificial|Estadual|2|fbxszsdzopupj|8000
-4316|2018| |Natural|Estadual|2|shvkw|8203
-4325|2018| |Natural|Estadual|2|wfaopgqfnu|7740
-4333|2018|Lagoa do Quilim|Natural|Estadual|2|osnnvkzelmxm|7824
-4340|2018| |Artificial|Estadual|2|xtgvfi|7884
-4350|2018| |Natural|Estadual|2|jcjgegbsv|7921
-4360|2018| |Natural|Estadual|2|nwddziplkhekk|3788
-4371|2018| |Natural|Estadual|2|dhwbufk|7873
-4403|2018|Lagoa da Cana|Artificial|Estadual|2|hkiw|8023
-4411|2018| |Natural|Estadual|2|wyucxonmofoxhmt|7855
-4427|2018| |Natural|Estadual|2|rpssjtemhqt|7868
-4428|2018| |Natural|Estadual|2|qxrcvdrwsdem|11798
-4437|2018| |Natural|Estadual|2|npxscleqp|3582
-4454|2018| |Natural|Estadual|2|dfslbdahzioulul|7848
-4472|2018| |Natural|Estadual|2|wgzzcyw|8164
-4476|2018| |Artificial|Estadual|2|iyvcxsti|7989
-4487|2018| |Natural|Estadual|2|jzrd|7751
-4510|2018| |Artificial|Estadual|2|wpffobtenrmq|7981
-4578|2018| |Natural|Estadual|2|rcmvunpvfdvzyoh|7748
-4579|2018| |Natural|Estadual|2|hezqxtkuqx|7691
-4616|2018| |Natural|Estadual|2|ghsgjusyqrq|7749
-4650|2018| |Natural|Estadual|2|upaebtkqe|7747
-4680|2018| |Natural|Estadual|2|lyoislzyv|7745
-4725|2018|Lagoa Escondida|Natural|Estadual|2|gaotvbsgw|8363
-4751|2018|Lagoa da Brejaúba|Natural|Estadual|2|ocaxolpy|8223
-4760|2018| |Natural|Estadual|2|pwdewfornsrl|7736
-4778|2018| |Natural|Estadual|2|sxlhdpucaxh|8502
-4787|2018| |Natural|Estadual|2|zojmauchnhjyalv|3585
-4833|2018| |Natural|Estadual|2|onpojlxdw|3576
-4843|2018| |Natural|Estadual|2|ienwfsz|7701
-4865|2018| |Artificial|Estadual|2|aedfiskzvdzp|8157
-4886|2018| |Natural|Estadual|2|rtxsggobl|7864
-4891|2018| |Natural|Estadual|2|nick|7771
-4903|2018|Represa Rio Iratim|Artificial|Estadual|2|turhbsn|7631
-4918|2018| |Natural|Estadual|2|dhgjbezivabsje|7861
-4921|2018| |Natural|Estadual|2|xzqkhbzlfxofk|7772
-4931|2018| |Natural|Estadual|2|nknpbemlzsnx|8036
-4942|2018| |Natural|Estadual|2|afwueinsc|7744
-4946|2018| |Natural|Estadual|2|ufzxhulqriqtqgg|7719
-4950|2018|Lagoa do Canto|Natural|Estadual|2|luyof|8230
-4966|2018| |Artificial|Estadual|2|wnwvxycpdf|7645
-4982|2018| |Natural|Estadual|2|nonumbjyidxqzsk|11779
-4985|2018| |Natural|Estadual|2|jwnexrpqx|7762
-4997|2018|Lagoa dos Peixes|Natural|Estadual|2|lpfhtcyeivpwvx|3475
-5012|2018| |Natural|Estadual|2|iedrlb|8145
-5060|2018| |Natural|Estadual|2|hpqriyjylfxsz|7746
-5167|2018| |Natural|Estadual|2|bqfsjcpuolysfky|7680
-5179|2018| |Artificial|Estadual|2|xcwuvjwvd|3797
-5194|2018| |Natural|Estadual|2|zuqsfzgpd|7787
-5200|2018| |Natural|Estadual|2|fshxfrhk|7702
-5211|2018| |Natural|Estadual|2|wyfscy|7856
-5219|2018| |Natural|Estadual|2|oquze|7830
-5222|2018| |Natural|Estadual|2|ogvacnsvpgaixup|7845
-5225|2018| |Natural|Estadual|2|hhokxsamvr|7962
-5264|2018| |Natural|Estadual|2|nnecntavpwpvg|8142
-5283|2018| |Natural|Estadual|2|dnrxmwwsoaakol|8171
-5290|2018|Lagoa de São Lourenço|Natural|Estadual|2|ocxcqr|8289
-5341|2018| |Natural|Estadual|2|wtdffihttryampd|7822
-5355|2018| |Natural|Estadual|2|bqirxjqtcmjfe|8394
-5395|2018| |Natural|Estadual|2|xjfbunk|8068
-5411|2018| |Natural|Estadual|2|zyen|7766
-5422|2018| |Artificial|Estadual|2|rofpoanciulojt|3917
-5430|2018| |Natural|Estadual|2|dwx|8356
-5458|2018| |Natural|Estadual|2|yssvwxipkawxwil|7918
-5490|2018| |Natural|Estadual|2|wxjqy|11795
-5505|2018| |Natural|Estadual|2|gushlwe|3514
-5535|2018| |Natural|Estadual|2|cxywhtin|7920
-5567|2018| |Natural|Estadual|2|sfyfd|7764
-5568|2018| |Natural|Estadual|2|cxxpktzaanhoa|8272
-5572|2018| |Natural|Estadual|2|zwinw|8163
-5576|2018| |Natural|Estadual|2|pahgtzzhmatj|3513
-5590|2018| |Natural|Estadual|2|jnyn|7804
-5672|2018| |Natural|Estadual|2|ieupnwflweaau|7879
-5675|2018| |Natural|Estadual|2|fctxzy|8294
-5682|2018| |Natural|Estadual|2|yzey|7954
-5694|2018| |Natural|Estadual|2|usogatqasaqhg|8188
-5759|2018| |Natural|Estadual|2|lpcjpzaw|7952
-5774|2018| |Natural|Estadual|2|kvblacf|8104
-5842|2018|Lagoa Feia|Natural|Estadual|2|firkcqkusnk|8274
-5861|2018| |Natural|Estadual|2|fpgy|3479
-5876|2018|Lagoa Seca|Natural|Estadual|2|czpnwjiu|8048
-5943|2018| |Natural|Estadual|2|dwoxejwk|7818
-6011|2018| |Natural|Estadual|2|cnzlder|11839
-6020|2018| |Natural|Estadual|2|ihseuwoczk|8134
-6080|2018| |Natural|Estadual|2|pdppcbnqzjxp|3789
-6146|2018|Lagoa da Chapada|Natural|Estadual|2|xalmc|8336
-6218|2018| |Natural|Estadual|2|liinzl|8501
-6245|2018| |Natural|Estadual|2|aqql|8059
-6264|2018| |Natural|Estadual|2|nleccatqkbfkqx|8297
-6289|2018| |Natural|Estadual|2|xtvxdt|7869
-6292|2018| |Natural|Estadual|2|ffe|7875
-6296|2018| |Natural|Estadual|2|kgojkilcnk|8081
-6327|2018| |Natural|Estadual|2|jgywnh|11774
-6332|2018| |Natural|Estadual|2|pzwxpqoezoo|8151
-6406|2018|Lagoa do Peroba|Natural|Estadual|2|wvonptykqaey|8187
-6437|2018| |Natural|Estadual|2|avgcbystxn|11791
-6438|2018| |Natural|Estadual|2|yidwysdcgtccthk|7714
-6451|2018| |Natural|Estadual|2|wmrtpkrx|8182
-6460|2018| |Natural|Estadual|2|ktbbf|7676
-6527|2018| |Natural|Estadual|2|vwftoldadm|8090
-6534|2018| |Artificial|Estadual|2|qgowbla|3550
-6543|2018| |Natural|Estadual|2|anmdwzh|7731
-6552|2018| |Natural|Estadual|2|toyvnvqzcdsbid|11862
-6595|2018| |Natural|Estadual|2|ljqytgb|7756
-6597|2018| |Natural|Estadual|2|mcetxv|7765
-6605|2018| |Natural|Estadual|2|iirzepuxhhpzq|7971
-6637|2018|Lagoa Ouro Verde|Natural|Estadual|2|vjsgemzglx|8102
-6673|2018| |Natural|Estadual|2|lvtffpmhuintxjf|7763
-6721|2018| |Natural|Estadual|2|nxkwimpgwrgamz|11756
-6743|2018| |Natural|Estadual|2|bmo|8135
-6771|2018| |Natural|Estadual|2|rushncapyy|3991
-6774|2018| |Natural|Estadual|2|ecwi|7693
-6784|2018| |Natural|Estadual|2|vurqqv|8092
-6802|2018| |Natural|Estadual|2|crtkttypk|8191
-6816|2018| |Natural|Estadual|2|iyzmdpjrixqyos|7726
-6817|2018| |Natural|Estadual|2|bkxrdlemhvnac|7654
-6821|2018|Lagoa Grande|Natural|Estadual|2|tulfij|11731
-6840|2018| |Natural|Estadual|2|oifzswzmxhoa|11748
-6844|2018| |Natural|Estadual|2|zxhawgjxkeaqkfk|11747
-6850|2018| |Artificial|Estadual|2|qeeejwzmqrwr|4032
-6856|2018|Lagoa do Varjão|Natural|Estadual|2|ptgbdrz|8232
-6859|2018|UHE Barra|Artificial|Estadual|2|arjuk|7662
-6863|2018|Lagoa do Jaburu|Natural|Estadual|2|bywztdtq|3942
-6987|2018| |Natural|Estadual|2|rwcbndbr|7811
-6989|2018| |Natural|Estadual|2|basyir|11746
-6991|2018| |Natural|Estadual|2|ukg|7854
-7014|2018| |Natural|Estadual|2|gmmgchpimijm|7733
-7015|2018| |Natural|Estadual|2|dldguet|7761
-7053|2018| |Natural|Estadual|2|lnbilglibmfj|8224
-7057|2018| |Natural|Estadual|2|yellxrwengqzjix|22799
-7068|2018| |Natural|Estadual|2|iwrwnmigqiy|11773
-7082|2018| |Natural|Estadual|2|mcixrrswlt|7716
-7119|2018| |Natural|Estadual|2|leaf|7878
-7122|2018| |Natural|Estadual|2|bynaujoygahcz|7852
-7123|2018| |Natural|Estadual|2|rvicruomth|3784
-7127|2018| |Natural|Estadual|2|ser|8122
-7141|2018| |Natural|Estadual|2|owrlchjklsqxpk|7706
-7195|2018| |Natural|Estadual|2|jqvrq|8185
-7220|2018| |Natural|Estadual|2|snz|7836
-7221|2018| |Natural|Estadual|2|aafvjlzkuyt|7760
-7232|2018| |Natural|Estadual|2|ptpo|7837
-7246|2018| |Natural|Estadual|2|ggskzsgrbwwusc|7791
-7259|2018| |Natural|Estadual|2|bkqhnlb|8226
-7295|2018| |Natural|Estadual|2|zehayxyzw|8311
-7319|2018|Lagoa Linda|Natural|Estadual|2|orpqwvdfsc|8165
-7343|2018|Lagoa do Mato|Natural|Estadual|2|sqgbnkitmdh|8333
-7348|2018| |Natural|Estadual|2|xtcv|7792
-7381|2018| |Natural|Estadual|2|mauhifhdygkqlc|8105
-7405|2018|Represa Golfe Campo Alto|Artificial|Estadual|2|vdvhei|3504
-7420|2018| |Natural|Estadual|2|uue|11752
-7449|2018| |Natural|Estadual|2|axezdgeh|7951
-7500|2018| |Natural|Estadual|2|ewrauvgkpvnnwb|7793
-7523|2018| |Artificial|Estadual|2|illugjhlae|7968
-7537|2018|Lagoa da Anta|Natural|Estadual|2|hejja|8318
-7572|2018| |Natural|Estadual|2|zxosladtfwnpkno|8198
-7581|2018|Represa Rio IraÃ|Artificial|Estadual|2|arrluqlanb|7681
-7591|2018| |Artificial|Estadual|2|gclun|3510
-7624|2018|Lagoa do Jambo|Natural|Estadual|2|wrkmnumeedzvv|8300
-7643|2018| |Natural|Estadual|2|zkgwq|7956
-7654|2018| |Natural|Estadual|2|kcopswgz|8167
-7662|2018| |Artificial|Estadual|2|bffqokf|8253
-7690|2018| |Natural|Estadual|2|qschpvqi|11796
-7709|2018| |Natural|Estadual|2|xburjq|7876
-7768|2018| |Artificial|Estadual|2|mkeufc|22801
-7783|2018|Represa Bom Sucesso|Artificial|Estadual|2|ssecdeefp|8503
-7910|2018| |Natural|Estadual|2|dyhnvzti|7874
-7925|2018| |Natural|Estadual|2|ozskadelk|7825
-7936|2018| |Artificial|Estadual|2|nxsttorvdkgoih|8084
-8002|2018| |Artificial|Estadual|2|dnxbfmeyjijlbac|8088
-8081|2018|Lagoa Escura|Artificial|Estadual|2|pawakhalaht|8041
-8115|2018| |Natural|Estadual|2|yzvkxk|11783
-8145|2018|Lagoa Pó de Mico|Natural|Estadual|2|qrfis|8241
-8184|2018| |Natural|Estadual|2|ikvnaxm|3880
-8187|2018| |Artificial|Estadual|2|qqddbpy|8094
-8195|2018| |Natural|Estadual|2|cmueongcrwggo|7863
-8199|2018|Lagoa do Caracol|Natural|Estadual|2|njmkfutaqawdb|8222
-8203|2018| |Artificial|Estadual|2|zcshykk|8113
-8250|2018| |Natural|Estadual|2|lrgvcnszglzlwg|11790
-8304|2018| |Artificial|Estadual|2|yzjjwhgyjsercvr|8015
-8355|2018|Lagoa do Mato|Natural|Estadual|2|gsuaavlupiva|8338
-8363|2018| |Natural|Estadual|2|zkht|8218
-8374|2018| |Natural|Estadual|2|byqvwzc|7786
-8388|2018| |Natural|Estadual|2|pwvmhorqkajsqzg|7950
-8397|2018| |Natural|Estadual|2|oifhsxybjfjg|3781
-8519|2018|Lagoa do Curral|Natural|Estadual|2|zuvbvqfqugqrt|22805
-8567|2018|Represa LDC Bioenergia|Natural|Estadual|2|dcuouqvuq|3437
-8568|2018| |Artificial|Estadual|2|xxzzuoj|23066
-8642|2018| |Natural|Estadual|2|zwwifnyh|8184
-8648|2018| |Natural|Estadual|2|czzw|8076
-8695|2018| |Natural|Estadual|2|yhb|8031
-8711|2018| |Natural|Estadual|2|nxeyvnoyakjt|7797
-8716|2018| |Natural|Estadual|2|vabrbryvtilbtco|11760
-8775|2018| |Natural|Estadual|2|fkmcelvixlkd|7717
-8790|2018| |Artificial|Estadual|2|mrakzrufwbtt|4116
-8830|2018| |Natural|Estadual|2|rmbdfgknb|7692
-8860|2018| |Natural|Estadual|2|whzrdcsjmyb|7823
-8876|2018| |Natural|Estadual|2|auwuuef|3675
-8949|2018| |Natural|Estadual|2|hdyjabb|3673
-9020|2018| |Natural|Estadual|2|khsidqbdqy|8110
-9090|2018|Barragem Ponte Nova|Artificial|Estadual|2|wlt|3563
-9098|2018| |Natural|Estadual|2|zuyokfukpov|3785
-9104|2018|Barragem Rio Santo Anastácio|Artificial|Estadual|2|ibvuimh|8073
-9146|2018|Lagoinha|Natural|Estadual|2|lcs|8220
-9173|2018| |Natural|Estadual|2|hlzzfz|7758
-9177|2018| |Natural|Estadual|2|hswlmcxjsukhof|8077
-9201|2018| |Natural|Estadual|2|kvrciw|7974
-9236|2018| |Natural|Estadual|2|wdfohgh|8146
-9262|2018| |Natural|Estadual|2|vxzfd|7695
-9263|2018| |Natural|Estadual|2|xxg|7741
-9270|2018| |Artificial|Estadual|2|vrnfml|8061
-9328|2018|Represa Balneário de Rancharia|Artificial|Estadual|2|eaxjuibp|8070
-9331|2018| |Natural|Estadual|2|zmcrr|7675
-9334|2018| |Natural|Estadual|2|ahnwfsmsxc|7753
-9365|2018| |Natural|Estadual|2|hgehegj|11744
-9372|2018| |Natural|Estadual|2|xlebsl|7805
-9398|2018| |Natural|Estadual|2|dgoyorwmyq|7907
-9474|2018| |Natural|Estadual|2|cshqn|11750
-9486|2018|Represa Usina Nova América|Artificial|Estadual|2|ntuck|8050
-9498|2018|Lagoa de Ouro|Natural|Estadual|2|twlxmdgqvamhpu|11766
-9522|2018| |Natural|Estadual|2|vlnn|11793
-9584|2018| |Natural|Estadual|2|pktzzfmiwccsk|3778
-9585|2018| |Artificial|Estadual|2|cosd|8083
-9616|2018| |Natural|Estadual|2|atsvvbpanfitn|11749
-9656|2018|Lagoa da Boa Vista|Natural|Estadual|2|nnrzdxdellwe|3512
-9658|2018| |Natural|Estadual|2|ynwaqbjun|7892
-9709|2018|Lagoa Francisco Schmidt|Natural|Estadual|2|lbzdj|7938
-9735|2018| |Natural|Estadual|2|topjroum|7934
-9759|2018|Lagoa do Pintado|Natural|Estadual|2|qjiduedzcvdb|8139
-9789|2018| |Artificial|Estadual|2|sgtwwyezce|7899
-9812|2018| |Natural|Estadual|2|sncejxzwjlhtsm|7688
-9817|2018| |Natural|Estadual|2|hsp|7728
-9837|2018| |Natural|Estadual|2|tdzlkdfoebkog|7729
-9893|2018| |Natural|Estadual|2|eguggvjszzjrt|7867
-9908|2018| |Natural|Estadual|2|rhljmmycmlavblc|7713
-9948|2018| |Natural|Estadual|2|xdibaquiuun|7689
-9973|2018| |Natural|Estadual|2|rzekwkhq|7752
-9980|2018|Represa Pilão d'Ãgua|Artificial|Estadual|2|psvfe|7887
-10009|2018|Lagoa Formosa|Natural|Estadual|2|qfoznw|22806
-10019|2018| |Natural|Estadual|2|mur|7862
-10114|2018| |Natural|Estadual|2|wlyyevctfxh|11765
-10122|2018|Lagoa Feia|Natural|Estadual|2|azdfjdrzzvq|8393
-10155|2018| |Natural|Estadual|2|zeikuu|7720
-10182|2018| |Natural|Estadual|2|fhptzfkzgfpgory|7998
-10183|2018| |Natural|Estadual|2|icnswn|8307
-10216|2018| |Natural|Estadual|2|fcczldyvvk|7721
-10228|2018| |Natural|Estadual|2|pegk|11838
-10256|2018| |Natural|Estadual|2|oylbvjnkk|8225
-10287|2018| |Natural|Estadual|2|kjvejvofepo|8097
-10324|2018| |Natural|Estadual|2|lqwiezxnvn|8117
-10326|2018| |Natural|Estadual|2|zsehvblkwdnwsi|8128
-10386|2018| |Natural|Estadual|2|zofr|8132
-10391|2018| |Natural|Estadual|2|yecosfejzd|8069
-10403|2018|UHE Espora|Artificial|Estadual|2|gqttrcsfuylvmtx|23051
-10447|2018|Represa Usina São Carlos|Artificial|Estadual|2|uqjnwwvvajszq|7943
-10460|2018| |Natural|Estadual|2|kctjmgzjvmh|8130
-10469|2018| |Natural|Estadual|2|cvpzcjapd|7789
-10489|2018|UHE Miranda|Artificial|Estadual|2|rob|21664
-10494|2018|Lagoa Bebedouro|Artificial|Estadual|2|ezqqdaxii|3986
-10519|2018| |Artificial|Estadual|2|zfyqby|8098
-10522|2018| |Natural|Estadual|2|thqjogn|7795
-10524|2018| |Natural|Estadual|2|irjsulqebkfkd|8180
-10530|2018| |Natural|Estadual|2|sbrmvxuvlzpr|7725
-10535|2018| |Natural|Estadual|2|cxwrwfgeusw|8282
-10536|2018|Lagoa Rasa|Natural|Estadual|2|zgp|8301
-10546|2018|Lagoa do Rodrigo|Natural|Estadual|2|clfldu|8150
-10585|2018|Lago dos Patos|Natural|Estadual|2|reia|8189
-10590|2018| |Natural|Estadual|2|pwpyang|8281
-10595|2018|Lagoa da Olaria|Natural|Estadual|2|ioue|8221
-10607|2018| |Natural|Estadual|2|nsnysvzmloihqp|8298
-10612|2018| |Natural|Estadual|2|ahfy|7865
-10613|2018| |Natural|Estadual|2|vjlxqhpyxwpzy|7866
-10614|2018| |Natural|Estadual|2|nqwgrbjfsvvw|7963
-10620|2018| |Natural|Estadual|2|faiadaopcivcgeq|11761
-10623|2018| |Natural|Estadual|2|ollfcfpmhjul|8207
-10628|2018| |Natural|Estadual|2|bwursyfwbpaj|7782
-10642|2018|Córrego Lafon|Natural|Estadual|2|rkhzbeskjlm|8089
-10675|2018| |Natural|Estadual|2|tggyxqnky|7704
-10698|2018|Lagoa Segunda|Natural|Estadual|2|nvhpoecibeygrno|8161
-10713|2018| |Natural|Estadual|2|tql|8162
-10715|2018|Lagoa Bonita|Natural|Estadual|2|adgzx|8317
-10735|2018| |Natural|Estadual|2|shfriinazk|7860
-10736|2018| |Natural|Estadual|2|ljinqddpqba|7882
-10752|2018|UHE Corumbá III|Artificial|Estadual|2|pnhaiywltntyhw|23069
-10760|2018| |Natural|Estadual|2|pgiddrhz|8357
-10781|2018| |Artificial|Estadual|2|akxfqbfhl|8395
-10789|2018|Lagoa Bonita|Natural|Estadual|2|idpcpexvrnsi|11728
-10790|2018| |Natural|Estadual|2|mkggfopssofrg|8206
-10839|2018| |Natural|Estadual|2|spozhesyf|8141
-10840|2018| |Natural|Estadual|2|yslkdzysl|8057
-10962|2018| |Natural|Estadual|2|rwgum|7738
-11003|2018|Lagoa do Recanto|Natural|Estadual|2|mgsajco|8306
-11055|2018| |Natural|Estadual|2|umdigfgzaxzxg|8012
-11061|2018|Lago Rio Tietê|Natural|Estadual|2|avppmoxmhgsar|3442
-11083|2018| |Natural|Estadual|2|zrwbryoppzpwx|7870
-11112|2018|Lagoa do Fundo|Natural|Estadual|2|oywdzaemyoaybi|8316
-11145|2018| |Natural|Estadual|2|vjmy|8116
-11168|2018| |Natural|Estadual|2|wllrzdblawztg|7917
-11254|2018| |Natural|Estadual|2|tguuvkh|4113
-11260|2018|Barragem de Rejeito Mineração Catalão|Artificial|Estadual|2|jdpihtpxyhrlj|8286
-11286|2018| |Natural|Estadual|2|vojjbezoupb|8131
-11291|2018| |Natural|Estadual|2|hhbaedpfogh|8331
-11296|2018|Lagoa Caaporã|Natural|Estadual|2|sixahco|7840
-11307|2018| |Natural|Estadual|2|fwhdy|8337
-11311|2018| |Natural|Estadual|2|ugrd|8324
-11313|2018| |Natural|Estadual|2|lxqmogfifiuoatx|7742
-11321|2018|Lagoa do Marruco|Natural|Estadual|2|mmpraefvtch|8308
-11328|2018|Lagoa Cabeceira do Mandengo|Natural|Estadual|2|ogwyksaluauvmrr|8312
-11340|2018|Lagoa Limpa|Natural|Estadual|2|tqdzfyfrhfqqqt|8358
-11389|2018| |Natural|Estadual|2|fiajvznijjf|8335
-11390|2018| |Natural|Estadual|2|cjjmlgybgz|8365
-11406|2018|Lagoa do Rufino|Natural|Estadual|2|ynoetnpyaid|8231
-11445|2018|Lagoa da Estrada|Natural|Estadual|2|vnel|8390
-11459|2018|Represa São Lourenço|Natural|Estadual|2|sgvx|7653
-11471|2018| |Natural|Estadual|2|qghitdtnva|8313
-11505|2018| |Natural|Estadual|2|ezgwg|11730
-11517|2018| |Natural|Estadual|2|fvpygyhlckkub|7755
-11521|2018| |Natural|Estadual|2|faochhcg|8265
-11525|2018| |Natural|Estadual|2|bpgxedisrzmxmd|11787
-11532|2018| |Natural|Estadual|2|vwwjt|8112
-11545|2018| |Natural|Estadual|2|kheiuhsnxzkf|8154
-11546|2018|Lagoa Segunda|Natural|Estadual|2|sjbodyyrj|8158
-11585|2018| |Natural|Estadual|2|hmxugdtqaq|11784
-11590|2018| |Natural|Estadual|2|prmzcgpektwsfxq|7705
-11593|2018| |Natural|Estadual|2|ozcgaajqftgcvs|8175
-11596|2018| |Natural|Estadual|2|notjfkeij|7781
-11615|2018|Lagoa Bambu|Natural|Estadual|2|mnxcuyrk|8153
-11635|2018| |Natural|Estadual|2|sdmanxvghqry|8172
-11645|2018| |Natural|Estadual|2|fjzxmgpu|22963
-11655|2018| |Artificial|Estadual|2|gtiarmac|4071
-11658|2018| |Natural|Estadual|2|ehelmcnwmvdaud|8109
-11659|2018| |Natural|Estadual|2|gnicpil|7768
-11662|2018|Lagoa do Potreiro|Natural|Estadual|2|atkupyxvov|8219
-11671|2018| |Natural|Estadual|2|iwncjk|7730
-11673|2018| |Natural|Estadual|2|lunljorophtdxgj|8115
-11742|2018| |Natural|Estadual|2|hqqmqyfxsngv|8108
-11767|2018| |Natural|Estadual|2|ctqbjxrioyqrscf|3777
-11783|2018| |Natural|Estadual|2|cmzaojrybnqp|8030
-11788|2018| |Natural|Estadual|2|ojnl|8257
-11815|2018|Barragem CBMM|Artificial|Estadual|2|nsswztfnfwmka|4109
-11841|2018| |Artificial|Estadual|2|esbfeedfjehq|4111
-11863|2018| |Natural|Estadual|2|tgkscyebwqec|7853
-11875|2018|UHE Nova Avanhandava|Artificial|Estadual|2|uhw|8063
-11876|2018| |Natural|Estadual|2|nsgfpamsuvvmxee|7710
-11881|2018| |Natural|Estadual|2|fepoau|7828
-11882|2018| |Artificial|Estadual|2|ybuhlvhcrxlee|4076
-11893|2018| |Natural|Estadual|2|rzjmyklxszyz|11778
-11900|2018|Barragem de Rejeito Ãcido Sulfúrico Bunge|Artificial|Estadual|2|zrbioidjhhczkc|4110
-11916|2018| |Natural|Estadual|2|ebgebznkrliusxy|8169
-11917|2018| |Natural|Estadual|2|yaboaftg|11864
-11940|2018| |Artificial|Estadual|2|otvics|4117
-12018|2018| |Artificial|Estadual|2|wdpmq|3790
-12055|2018|PCH Edgard de Souza (Repotenciação)|Artificial|Estadual|2|ajvzvfxuxjfl|23082
-12069|2018| |Natural|Estadual|2|kijmsrgde|7727
-12072|2018|Barragem Fosfértil|Artificial|Estadual|2|mrd|4107
-12079|2018| |Natural|Estadual|2|eqpfvg|7754
-12081|2018| |Natural|Estadual|2|bxynqduvphyojai|7737
-12097|2018|Córrego da Onça|Natural|Estadual|2|trnao|8120
-12101|2018| |Natural|Estadual|2|qldst|7759
-12122|2018| |Natural|Estadual|2|nzsrfsv|7707
-12128|2018| |Natural|Estadual|2|yjusf|7819
-12134|2018|Lagoa do Valinho|Natural|Estadual|2|nzexxz|7995
-12144|2018| |Natural|Estadual|2|obcnmxjh|7966
-12147|2018|Lagoa Grande|Natural|Estadual|2|icecgqhacmsc|7941
-12171|2018| |Natural|Estadual|2|xbrqkpnggu|8085
-12261|2018| |Natural|Estadual|2|afyhtkhwydeirut|8244
-12291|2018| |Artificial|Estadual|2|difklbjp|3508
-12295|2018| |Natural|Estadual|2|xhvgcyagxkkjj|7859
-12300|2018| |Natural|Estadual|2|shumeoav|7814
-12305|2018| |Natural|Estadual|2|kcpidfdhasvdsu|8058
-12310|2018| |Natural|Estadual|2|xoliiglfwvbiklb|7767
-12316|2018| |Natural|Estadual|2|ysm|8304
-12320|2018| |Natural|Estadual|2|eprpsijtlsrbttq|3674
-12353|2018|Barragem Rio Passaúna|Artificial|Estadual|2|sbpqlnci|7953
-12366|2018| |Natural|Estadual|2|tdysvdvbmfm|7827
-12427|2018| |Artificial|Estadual|2|djzscrh|8126
-12484|2018| |Natural|Estadual|2|ysrhujsx|8160
-12552|2018| |Natural|Estadual|2|aqyfoceaiz|8176
-12622|2018| |Natural|Estadual|2|qtl|7849
-12643|2018|Rio BaÃa|Natural|Estadual|2|izif|8168
-12734|2018| |Natural|Estadual|2|igqz|11772
-12848|2018|Barragem Fosfértil|Artificial|Estadual|2|sehqvjhdbw|4104
-12877|2018| |Natural|Estadual|2|qrxvdov|7877
-12913|2018| |Natural|Estadual|2|ccki|7718
-12916|2018| |Natural|Estadual|2|cvgrcaimbd|7712
-12938|2018|Lagoa do Português|Natural|Estadual|2|inuxdpyy|8118
-12957|2018| |Artificial|Estadual|2|wnjsvwcsufjxy|3890
-12972|2018| |Natural|Estadual|2|dqtxvp|7871
-12994|2018|Represa Billings|Artificial|Estadual|2|atmpruwifbr|3454
-13013|2018|Lagoa Paraguaia|Natural|Estadual|2|ezkulexfssl|8148
-13025|2018| |Natural|Estadual|2|mlygfyjig|7975
-13052|2018| |Natural|Estadual|2|ctojdjsk|7774
-13061|2018|UHE Corumbá IV|Artificial|Estadual|2|enhj|8252
-13093|2018|Lagoa Itararé|Natural|Estadual|2|mir|7933
-13139|2018| |Artificial|Estadual|2|gedkrjukn|8016
-13165|2018| |Natural|Estadual|2|pqshjthsmnljkw|7700
-13177|2018| |Natural|Estadual|2|kzebuklznprchi|8392
-13239|2018| |Natural|Estadual|2|ojpg|7936
-13265|2018| |Natural|Estadual|2|zhhzecf|11732
-13299|2018|Barragem CBMM|Artificial|Estadual|2|xok|4108
-13316|2018|UHE Nova Ponte|Artificial|Estadual|2|ogacufrox|3794
-13324|2018| |Natural|Estadual|2|dlphplwgw|11782
-13333|2018| |Artificial|Estadual|2|qixa|11800
-13338|2018| |Natural|Estadual|2|nnckpb|7955
-13395|2018|Lagoa Santa Maria|Natural|Estadual|2|ffb|8291
-13423|2018| |Natural|Estadual|2|hcjdnobtwzvzjh|7831
-13442|2018|UHE Caçu|Artificial|Estadual|2|zldura|23050
-13446|2018| |Natural|Estadual|2|vrblvynzouws|7832
-13449|2018|Barragem Fosfértil|Artificial|Estadual|2|pfuhtheblwgrcp|4105
-13460|2018|Córrego da Divisa|Natural|Estadual|2|viixbrjbrldloap|8261
-13473|2018| |Artificial|Estadual|2|dwluaaf|3985
-13481|2018|Lagoa Segunda|Natural|Estadual|2|fizdmusoyqymtjd|8159
-13485|2018| |Natural|Estadual|2|dzg|7965
-13521|2018| |Natural|Estadual|2|ylsryrrstwfnqq|3506
-13526|2018| |Artificial|Estadual|2|wtxcbfsm|11860
-13582|2018| |Natural|Estadual|2|tphaoso|7708
-13639|2018| |Natural|Estadual|2|pbzpsrvtugtzc|3783
-13782|2018|Lagoa Fazenda Rio das Pedras|Artificial|Estadual|2|fwlhxnzfjrza|3493
-13798|2018| |Natural|Estadual|2|uxcybdyaut|7903
-13803|2018| |Natural|Estadual|2|ctmdjiowq|7826
-13830|2018|Barragem de Rejeito Mineração Catalão|Artificial|Estadual|2|mtlzwjdwl|8285
-13841|2018| |Natural|Estadual|2|rknqeaxzzepdvxc|8290
-13859|2018|UHE Três Irmãos|Artificial|Estadual|2|bqtnakkpe|8099
-13926|2018| |Artificial|Estadual|2|evcjcsr|3799
-13993|2018|UHE Amador Aguiar I|Artificial|Estadual|2|zpdaqgqohgopra|23047
-14125|2018| |Natural|Estadual|2|wabx|3677
-14245|2018| |Natural|Estadual|2|prnrbayn|7750
-14335|2018|Represa Guarapiranga|Artificial|Estadual|2|enmlxepweo|3531
-14458|2018| |Natural|Estadual|2|wxgimfppedobbrl|7694
-14462|2018| |Artificial|Estadual|2|fnbjgcnypx|7802
-14486|2018|Represa Usina Santa Luiza|Artificial|Estadual|2|euveeogbkhyjiwi|7942
-14506|2018| |Natural|Estadual|2|rxmlxcjmzycwr|11745
-14532|2018| |Artificial|Estadual|2|tbuvarsuefua|8482
-14638|2018| |Natural|Estadual|2|aqmwmsgfpzkppwu|7778
-14710|2018| |Natural|Estadual|2|mhzqedmkis|11759
-14718|2018| |Natural|Estadual|2|yqp|7967
-14730|2018| |Natural|Estadual|2|mmkwhsrqneb|7960
-14792|2018| |Natural|Estadual|2|sevtzbzwwddyeg|7780
-14846|2018|Represa Ribeirão Cachoeirinha|Artificial|Estadual|2|rtitgxmwdizzel|3498
-14860|2018| |Natural|Estadual|2|csqieiaeoura|8183
-14871|2018| |Natural|Estadual|2|njtjzyemhlqi|3786
-14872|2018| |Natural|Estadual|2|lmb|11797
-14927|2018|Córrego das Éguas|Natural|Estadual|2|sbwxhddwkqjcdue|8091
-14973|2018| |Natural|Estadual|2|apjj|3519
-14988|2018| |Artificial|Estadual|2|xrzztxgeqakrynm|3787
-14994|2018| |Natural|Estadual|2|pvcsh|8133
-15003|2018|UHE Promissão|Artificial|Estadual|2|tjzhztcunzljgkm|8013
-15067|2018| |Artificial|Estadual|2|agzfusnxbqnc|7988
-15075|2018|Lagoa Joaquim Medeiros|Natural|Estadual|2|uoxtmuojpyq|3948
-15146|2018| |Natural|Estadual|2|ohasdawje|3584
-15149|2018| |Natural|Estadual|2|rmhqe|8149
-15160|2018| |Natural|Estadual|2|kiybsjipppz|11792
-15168|2018|Represa Doutor José Bonifácio Viana|Artificial|Estadual|2|fubknxjkmel|7896
-15169|2018| |Artificial|Estadual|2|qblsnugiivi|7891
-15198|2018|Lagoa do Mimoso|Natural|Estadual|2|hchhxrvwlhrl|8302
-15204|2018| |Artificial|Estadual|2|kintvvqtthgbcl|7898
-15205|2018| |Artificial|Estadual|2|ggml|7897
-15211|2018|Lagoa de CarapicuÃba|Natural|Estadual|2|hqydchhwbrkt|3533
-15213|2018| |Artificial|Estadual|2|gidzf|7904
-15220|2018| |Natural|Estadual|2|airnsarhntz|8364
-15243|2018| |Artificial|Estadual|2|flhdpmx|7779
-15275|2018|Represa Córrego Vendinha|Artificial|Estadual|2|rwsjz|7932
-15289|2018|Lagoão|Natural|Estadual|2|ikxhiiugulsnf|22803
-15371|2018| |Natural|Estadual|2|ldiloxjgz|7880
-15399|2018| |Natural|Estadual|2|gnpwwasf|8325
-15412|2018| |Artificial|Estadual|2|izt|4033
-15430|2018| |Artificial|Estadual|2|xfofkawnahrs|7983
-15432|2018| |Natural|Estadual|2|vxwgkwaklqlgti|7757
-15450|2018| |Natural|Estadual|2|zqjfvgi|7722
-15472|2018|UHE Barra dos Coqueiros|Artificial|Estadual|2|oeoiyrhuko|23049
-15514|2018| |Natural|Estadual|2|vkmfkcxkykmbnhr|7724
-15623|2018| |Artificial|Estadual|2|xqiiynmbi|8210
-15652|2018| |Artificial|Estadual|2|wwojbzyut|3906
-15664|2018| |Natural|Estadual|2|vegf|11768
-15722|2018| |Natural|Estadual|2|czjagezfranpwq|11780
-15749|2018| |Natural|Estadual|2|cqiqjhwwgremro|7817
-15752|2018|Barragem SIX Petrobrás|Artificial|Estadual|2|afmfnyosru|7655
-15769|2018|Lago Guanabara|Natural|Estadual|2|eltu|3575
-15784|2018| |Natural|Estadual|2|tmrjfqszbhzt|22802
-15785|2018| |Natural|Estadual|2|ebx|7902
-15787|2018| |Natural|Estadual|2|oqc|8173
-15797|2018| |Artificial|Estadual|2|omqatsfjcwtjh|7660
-15832|2018| |Artificial|Estadual|2|syelr|7699
-15880|2018| |Artificial|Estadual|2|jxjzgwxiaf|7685
-15884|2018| |Artificial|Estadual|2|xfzcaisf|7980
-15911|2018|Lagoa Iturama|Natural|Estadual|2|ruwaayeqmgnrgx|8288
-15913|2018| |Artificial|Estadual|2|raskxzzkcw|8179
-15933|2018| |Natural|Estadual|2|itgw|7796
-15968|2018|Represa Balneário da Amizade|Artificial|Estadual|2|kbapv|8072
-15970|2018| |Artificial|Estadual|2|yyne|7982
-16011|2018|Represa Rio Novo|Artificial|Estadual|2|zih|7978
-16012|2018|Represa de Sant'Ana|Artificial|Estadual|2|kuvvxjaiennjkb|7912
-16019|2018| |Natural|Estadual|2|qze|8018
-16025|2018|Represa Usina Santa Adélia|Artificial|Estadual|2|kbif|7948
-16061|2018| |Natural|Estadual|2|uxsxgstqc|7723
-16071|2018| |Natural|Estadual|2|yqbwytsrmcgwib|7847
-16121|2018| |Natural|Estadual|2|ptdvq|7970
-16188|2018| |Artificial|Estadual|2|ihzxkntnzbj|7992
-16222|2018|Lagoa do Clube|Natural|Estadual|2|ezjqnzaxixado|3557
-16255|2018| |Natural|Estadual|2|ftrs|8027
-16276|2018| |Artificial|Estadual|2|dizyqtmqm|8002
-16286|2018|Lagoa Maior|Natural|Estadual|2|nsaejfhnjc|8123
-16291|2018| |Natural|Estadual|2|ophnluvf|4115
-16308|2018| |Natural|Estadual|2|hqbhsmlfsq|8011
-16320|2018| |Natural|Estadual|2|oewfjqcqvzhpq|7846
-16369|2018| |Artificial|Estadual|2|cesxp|8195
-16441|2018| |Natural|Estadual|2|ogfwd|8320
-16444|2018|Lagoa Quarenta e Um|Natural|Estadual|2|klfpvd|7841
-16467|2018| |Artificial|Estadual|2|zheizdpd|7661
-16483|2018|Represa Ribeirão das Tabocas|Artificial|Estadual|2|ijyny|7928
-16485|2018|Represa de São José do Rio Preto|Artificial|Estadual|2|qpfoq|7816
-16491|2018|Lagoa Bonita|Natural|Estadual|2|gokvvvqykzjjjv|8202
-16522|2018| |Natural|Estadual|2|urlaxjjzdjvvj|7858
-16536|2018| |Artificial|Estadual|2|fpsymxitvyxge|7905
-16539|2018| |Natural|Estadual|2|xvioexets|11776
-16566|2018| |Natural|Estadual|2|bqgqu|7839
-16583|2018|Lagoa Comprida|Natural|Estadual|2|gptpjzw|3476
-16585|2018| |Artificial|Estadual|2|oeqhxwxwgfmpz|7806
-16611|2018| |Natural|Estadual|2|tmtnjpszku|7735
-16628|2018| |Artificial|Estadual|2|ukm|8037
-16629|2018| |Natural|Estadual|2|omfggyz|8170
-16669|2018|Lagoa das Bichas|Natural|Estadual|2|qsbfckbxaioqll|8310
-16715|2018| |Natural|Estadual|2|mzw|8323
-16891|2018| |Natural|Estadual|2|wbztoqoqz|8034
-16944|2018|Lagoa Assombrada|Natural|Estadual|2|hqelybyfo|7850
-16998|2018| |Artificial|Estadual|2|gzlhzpt|7883
-17023|2018| |Natural|Estadual|2|fbzls|8086
-17062|2018| |Natural|Estadual|2|yhpe|8079
-17081|2018| |Artificial|Estadual|2|sswgmlksfsnjodz|11762
-17118|2018|UHE Salto do Rio Verdinho|Artificial|Estadual|2|lpfpwcactsalgl|23048
-17161|2018| |Natural|Estadual|2|fvyv|8329
-17233|2018| |Natural|Estadual|2|pwbart|8138
-17248|2018| |Natural|Estadual|2|kvlavdudltrhse|7785
-17269|2018| |Artificial|Estadual|2|ggltxcjbwgx|4079
-17292|2018| |Natural|Estadual|2|lydmexn|8330
-17329|2018| |Artificial|Estadual|2|rtiu|11786
-17331|2018| |Artificial|Estadual|2|oojjzxhyegdprs|3990
-17345|2018| |Natural|Estadual|2|qxcbtqzvgr|8129
-17405|2018|UHE Santa Clara|Artificial|Estadual|2|jikywzu|7663
-17423|2018|Lagoa Embaúba|Natural|Estadual|2|rqnohhb|8391
-17474|2018| |Natural|Estadual|2|ixqwvnsa|8144
-17499|2018| |Natural|Estadual|2|grxh|7770
-17544|2018| |Natural|Estadual|2|srtgozxursuhuh|7652
-17558|2018| |Natural|Estadual|2|ytmclboww|4112
-17607|2018|Lagoa Formosa|Natural|Estadual|2|kukrzfueqxjbdv|8227
-17635|2018| |Natural|Estadual|2|jlzbbpwoxpg|7997
-17648|2018|UHE Mauá|Artificial|Estadual|2|qpirkv|23081
-17650|2018| |Artificial|Estadual|2|rxd|4046
-17655|2018|Lagoa do Ouro Branco|Natural|Estadual|2|eqmwogtgejnet|8033
-17694|2018| |Natural|Estadual|2|swzkigatwyp|8194
-17704|2018| |Natural|Estadual|2|wisaqtkqtsqgswy|3894
-17750|2018| |Artificial|Estadual|2|rfblpki|8178
-17766|2018| |Artificial|Estadual|2|pzbhuysstl|7690
-17770|2018| |Natural|Estadual|2|kkzhz|7672
-17787|2018|PCH Mourão I|Artificial|Estadual|2|nbtwyeaws|8101
-17794|2018| |Artificial|Estadual|2|yexijrhyejytz|8177
-17797|2018| |Artificial|Estadual|2|jwz|3779
-17833|2018| |Artificial|Estadual|2|emwg|4073
-17844|2018| |Artificial|Estadual|2|xhakxjzuub|3782
-17864|2018|Represa Rio Verde|Artificial|Estadual|2|yowakvvmxpbdz|7957
-17866|2018|Açude da Bomba|Artificial|Estadual|2|kkaaujoqb|7944
-17870|2018| |Artificial|Estadual|2|wvugvaasbmqng|3928
-17872|2018| |Artificial|Estadual|2|dsnjrds|3884
-17883|2018|Lago Paulo Gorski|Artificial|Estadual|2|rxmmswg|8125
-17888|2018|PCH Ribeirão do Pinhal|Artificial|Estadual|2|vdrnzxocmqv|3435
-17913|2018| |Artificial|Estadual|2|gaynsreo|8147
-17923|2018|CGH São João II|Artificial|Estadual|2|mhhdwpyyecw|11770
-17928|2018| |Artificial|Estadual|2|etrbu|8287
-17930|2018| |Artificial|Estadual|2|ddoquahfmvdw|3984
-17932|2018|CGH PG2|Artificial|Estadual|2|wjuevorxahcd|3883
-17934|2018|PCH São Jorge|Artificial|Estadual|2|hllb|7679
-17975|2018| |Artificial|Estadual|2|hhsmldzk|8319
-17976|2018| |Artificial|Estadual|2|fpjsuvwowm|8197
-17978|2018| |Artificial|Estadual|2|aqmjmjsfoyi|22800
-17993|2018|Ribeirão Mimoso|Artificial|Estadual|2|xuhfwhufyvfihxt|8399
-17995|2018| |Artificial|Estadual|2|cdqqdh|3931
-18002|2018| |Artificial|Estadual|2|jhrdjoajvivk|8087
-18010|2018|Represa Usina São Luiz|Artificial|Estadual|2|yekxevhmtu|8052
-18011|2018|PCH Apucaraninha|Artificial|Estadual|2|yph|8066
-18026|2018| |Artificial|Estadual|2|kmsz|3474
-18030|2018|UHE Barra Bonita|Artificial|Estadual|2|ziktbcssnppvwd|7922
-18032|2018|UHE Assis Chateaubriand|Artificial|Estadual|2|lvxuhvudhzh|8216
-18093|2018| |Natural|Estadual|2|mie|8166
-18107|2018|Lagoa Ãgua Doce|Natural|Estadual|2|panxebwmb|8362
-18155|2018|Represa do Córrego da Cabeceira Comprida|Artificial|Estadual|2|sikvlqcjr|8096
-18258|2018|Lagoa da Vaca|Natural|Estadual|2|baa|8334
-18275|2018|UHE Bariri|Artificial|Estadual|2|vkrgydlnduzbcmq|22759
-18309|2018|Represa Goiás Verde|Artificial|Estadual|2|cdpch|3926
-18316|2018| |Artificial|Estadual|2|rbbxhndnqzyphjg|11753
-18322|2018| |Artificial|Estadual|2|xulv|3887
-18336|2018| |Artificial|Estadual|2|ptxtezfxgr|3900
-18337|2018| |Artificial|Estadual|2|ytobnpzgzgc|3902
-18343|2018| |Artificial|Estadual|2|qvgg|8082
-18345|2018| |Artificial|Estadual|2|jnhuqrdwd|3927
-18353|2018| |Artificial|Estadual|2|yquejhyymhvtwwl|3910
-18383|2018| |Artificial|Estadual|2|untlxxkbpe|3923
-18393|2018|CGH Laranja Doce|Artificial|Estadual|2|ziatxiid|8071
-18394|2018|Represa Nova|Artificial|Estadual|2|eiyky|3544
-18419|2018|Lago Fishing Park|Artificial|Estadual|2|cmtm|7895
-18439|2018| |Artificial|Estadual|2|vne|3909
-18440|2018| |Artificial|Estadual|2|gbnzqkrt|3908
-18453|2018| |Artificial|Estadual|2|lppgetiytosol|8075
-18486|2018| |Artificial|Estadual|2|ykylqrwhuftmvy|8095
-18499|2018| |Artificial|Estadual|2|pdoouobu|3914
-18516|2018| |Artificial|Estadual|2|exffutriga|11956
-18542|2018| |Artificial|Estadual|2|wnhyijiafggk|8315
-18559|2018|Barragem Lago Igapó I|Artificial|Estadual|2|mchghiuwjcxku|8067
-18578|2018| |Artificial|Estadual|2|rbd|7670
-18580|2018|Represa Rio TatuÃ|Artificial|Estadual|2|gfupgpy|7890
-18598|2018|CGH Itaquerê|Artificial|Estadual|2|uwccppyqmjtbrr|7810
-18602|2018| |Artificial|Estadual|2|lyex|8024
-18608|2018|PCH Salto Curucaca II|Artificial|Estadual|2|meeuhrdpmfwk|8064
-18609|2018| |Artificial|Estadual|2|pywrvtuq|7987
-18632|2018| |Artificial|Estadual|2|qdlrdcrppzmwbd|3989
-18650|2018| |Artificial|Estadual|2|cyqkuhhz|7993
-18656|2018|CGH Rio Preto|Artificial|Estadual|2|gul|7651
-18665|2018| |Artificial|Estadual|2|wvwrhfgticfg|8019
-18666|2018| |Artificial|Estadual|2|cvlpgxzuqaahaef|7783
-18677|2018| |Artificial|Estadual|2|pxvtwhmmwpgobf|8309
-18694|2018|Represa Fazenda Pizzato|Artificial|Estadual|2|mhvhdcbcbto|7657
-18696|2018| |Artificial|Estadual|2|jxwsk|3876
-18740|2018|Represa Usina São Martinho|Artificial|Estadual|2|hkmqho|7940
-18759|2018| |Artificial|Estadual|2|wnbqi|7935
-18828|2018|Lagoa do Mato|Artificial|Estadual|2|orenpoitjjefuzn|8022
-18830|2018| |Artificial|Estadual|2|szhz|3916
-18831|2018| |Artificial|Estadual|2|yoqnezodp|8046
-18842|2018| |Artificial|Estadual|2|qgmbyy|7945
-18890|2018| |Artificial|Estadual|2|gqwcyasfzu|8062
-18891|2018| |Artificial|Estadual|2|bdnyrcdebywo|8193
-18928|2018| |Artificial|Estadual|2|yqbtwllwl|4063
-18945|2018|PCH Jaguaricatu I|Artificial|Estadual|2|nualulwtytmwhi|7972
-18962|2018|Represa Paramirim|Artificial|Estadual|2|lgvwjydnkccz|3499
-18972|2018| |Artificial|Estadual|2|cbbuprgkwstnxhm|8211
-18993|2018| |Artificial|Estadual|2|bmfm|3924
-19000|2018| |Artificial|Estadual|2|uaod|7973
-19006|2018| |Artificial|Estadual|2|gzmoov|3988
-19013|2018|Represa Fazenda da Grama|Artificial|Estadual|2|wtbylt|3489
-19065|2018|Represa Córrego Consulta|Artificial|Estadual|2|nruxcgy|8035
-19081|2018|Represa Parque do Sabiá|Artificial|Estadual|2|zybi|8278
-19092|2018| |Artificial|Estadual|2|bawu|3526
-19106|2018| |Artificial|Estadual|2|ziiuekfuxbh|3879
-19113|2018| |Artificial|Estadual|2|bearapazrzt|3885
-19116|2018|Represa São LuÃs|Artificial|Estadual|2|jfrxwpbtl|3446
-19143|2018| |Artificial|Estadual|2|loec|4114
-19145|2018| |Artificial|Estadual|2|ltjzspuim|3877
-19150|2018| |Artificial|Estadual|2|cutbqzousojoll|7800
-19159|2018| |Artificial|Estadual|2|pfrrbvin|8250
-19163|2018| |Artificial|Estadual|2|gswowajrrsutpbm|3886
-19206|2018| |Artificial|Estadual|2|siucaqiahttkbmv|3898
-19235|2018| |Artificial|Estadual|2|xsi|3901
-19277|2018| |Artificial|Estadual|2|zihckxrsemm|4070
-19283|2018| |Artificial|Estadual|2|rnjaozcqyoixjqk|3911
-19288|2018| |Artificial|Estadual|2|axhqdj|7900
-19332|2018|PCH Pirapora|Artificial|Estadual|2|neefxzttyqks|3542
-19356|2018| |Artificial|Estadual|2|ehogchbqzctj|3930
-19362|2018|UHE Rasgão|Artificial|Estadual|2|avtypf|3444
-19380|2018|Represa Cillos|Artificial|Estadual|2|meskc|3445
-19393|2018| |Artificial|Estadual|2|xgjhbzsews|11771
-19446|2018|Represa Usina São João|Artificial|Estadual|2|rieqrgxrwkl|3503
-19494|2018| |Artificial|Estadual|2|wbzdqrpiyps|7889
-19495|2018|Açude Vidal Dias (PCH Xicão)|Artificial|Estadual|2|yzzrcpfa|3577
-19497|2018| |Artificial|Estadual|2|iljuamzexav|3517
-19511|2018| |Artificial|Estadual|2|dssatjknpaqgc|3987
-19537|2018| |Artificial|Estadual|2|twsnuevyglndk|8251
-19544|2018|PCH Cascata|Artificial|Estadual|2|awdooaqnrxc|3536
-19565|2018| |Artificial|Estadual|2|qdevbnut|8259
-19568|2018| |Artificial|Estadual|2|jvgoctt|8111
-19569|2018| |Artificial|Estadual|2|qvirpd|8065
-19593|2018|PCH Jorda Flor|Artificial|Estadual|2|lupdtzovrpnlrnj|3480
-19596|2018| |Artificial|Estadual|2|aykjznawybatpfz|3554
-19624|2018| |Artificial|Estadual|2|rnq|3892
-19642|2018| |Artificial|Estadual|2|hii|11861
-19645|2018| |Artificial|Estadual|2|pzuctdfnjig|8196
-19667|2018| |Artificial|Estadual|2|ggdinpxdvxwotra|11740
-19669|2018|Represa Paraitinga|Artificial|Estadual|2|zcdgsdqrngduv|3562
-19684|2018|Represa Córrego Cruzeiro|Artificial|Estadual|2|firnjd|3477
-19715|2018| |Artificial|Estadual|2|lfecnfpwcbhq|3993
-19721|2018| |Artificial|Estadual|2|ickkgvckq|3899
-19758|2018|Represa Areia Branca|Artificial|Estadual|2|iicxhwwey|3492
-19766|2018| |Artificial|Estadual|2|xpeizawv|8209
-19790|2018|Represa do Vinte e Nove|Artificial|Estadual|2|mdqzvxelewncxc|7927
-19792|2018| |Artificial|Estadual|2|ufdwbh|3541
-19794|2018|Represa Ribeirão Claro|Artificial|Estadual|2|ydoobgcertxwspt|3509
-19812|2018| |Artificial|Estadual|2|auhdbhc|3488
-19818|2018| |Artificial|Estadual|2|fmwmvmyhdu|8343
-19826|2018| |Artificial|Estadual|2|zcmjnnxkhjgclkb|8397
-19855|2018| |Artificial|Estadual|2|hmjicnygjyh|11777
-19892|2018| |Artificial|Estadual|2|ssbgrnxfjswj|3515
-19897|2018| |Artificial|Estadual|2|godwalzurtxhi|8040
-19908|2018| |Artificial|Estadual|2|nprwu|7777
-19918|2018| |Artificial|Estadual|2|itcscmbclm|3889
-19922|2018| |Artificial|Estadual|2|itpe|3561
-19938|2018|PCH Santa Maria|Artificial|Estadual|2|opuhwcdedxcih|7886
-19939|2018| |Artificial|Estadual|2|kpnc|8028
-19948|2018| |Artificial|Estadual|2|aorbjhpi|7794
-19966|2018| |Artificial|Estadual|2|cmunojbankj|7807
-19983|2018|Represa Usina Albertina|Artificial|Estadual|2|ugimfukdulyqh|7937
-20014|2018| |Artificial|Estadual|2|naedk|8029
-20016|2018| |Artificial|Estadual|2|qfohmenifrz|11764
-20062|2018| |Artificial|Estadual|2|abfgsgjx|7656
-20073|2018|PCH ParaÃso II|Artificial|Estadual|2|dqapyyxnksz|8262
-20081|2018|UHE Itupararanga|Artificial|Estadual|2|nxttwua|3439
-20089|2018| |Artificial|Estadual|2|lupifkrqvltvryt|3457
-20091|2018| |Artificial|Estadual|2|pgkgob|4075
-20119|2018| |Artificial|Estadual|2|ruhlzxlkrsuffn|7984
-20148|2018|Represa Euclides Morelli|Artificial|Estadual|2|stpco|3511
-20154|2018| |Artificial|Estadual|2|uqksjoezbfaqmxd|3893
-20172|2018| |Artificial|Estadual|2|wifsanbgmlzpcgs|7969
-20180|2018|Barragem Pedro Beicht|Artificial|Estadual|2|avqycpqhoc|3530
-20193|2018| |Artificial|Estadual|2|xfgdvhvbopskc|11767
-20213|2018|Lago da Formiguinha|Artificial|Estadual|2|twsvicufyw|7658
-20224|2018|CGH Agropecuária Rio ParaÃso|Artificial|Estadual|2|pletmmpbtrm|8504
-20228|2018| |Artificial|Estadual|2|wxyjxgehfco|7946
-20231|2018| |Artificial|Estadual|2|ikgkdmwyf|7801
-20234|2018|PCH Santa Helena|Artificial|Estadual|2|fluqbispgm|3490
-20240|2018| |Artificial|Estadual|2|ivirlvchf|11769
-20249|2018|Represa Clube Náutico Araraquara|Artificial|Estadual|2|umcfeuckjnt|7931
-20276|2018| |Artificial|Estadual|2|embfvtk|7696
-20295|2018| |Artificial|Estadual|2|yjylgjvfil|4064
-20298|2018|Represa Pesque e Pague Nello Zuntini|Artificial|Estadual|2|uuazoxurb|7999
-20308|2018|Barragem Usina Santa Rita|Artificial|Estadual|2|ufoafapyhuzpf|7923
-20316|2018| |Artificial|Estadual|2|zvxnfvqaxsyvm|3915
-20326|2018|Represa da Barra|Artificial|Estadual|2|eumddmosoxkz|7925
-20328|2018| |Artificial|Estadual|2|jaizynqcev|3540
-20331|2018|UHE Volta Grande|Artificial|Estadual|2|nctqpucvr|23139
-20333|2018| |Artificial|Estadual|2|zoekjc|7885
-20335|2018| |Artificial|Estadual|2|jhdpmsjqyxjfbu|8026
-20339|2018| |Artificial|Estadual|2|fczgiqnhu|7812
-20388|2018| |Artificial|Estadual|2|trbp|4001
-20394|2018| |Artificial|Estadual|2|frjrjos|8213
-20396|2018| |Artificial|Estadual|2|bkvkrauxfbois|7986
-20399|2018| |Artificial|Estadual|2|dbookclgwnvx|4062
-20410|2018| |Artificial|Estadual|2|wzqbqh|8007
-20415|2018| |Artificial|Estadual|2|tiblevnbzh|8326
-20422|2018| |Artificial|Estadual|2|vsejj|8152
-20424|2018|Barragem Fosfértil|Artificial|Estadual|2|ixmfqdk|4106
-20433|2018| |Artificial|Estadual|2|gaqrctpeyuq|8280
-20451|2018| |Artificial|Estadual|2|zykqwfv|11794
-20457|2018|Represa Horto Florestal de Sumaré|Artificial|Estadual|2|slwznjnkjhtuzi|3491
-20464|2018|Represa Tabajara|Artificial|Estadual|2|jcmyqboqencoylq|3497
-20466|2018| |Artificial|Estadual|2|htiiqwwubdihdo|4078
-20469|2018|Represa Usina Lambari|Artificial|Estadual|2|bvmipq|7916
-20470|2018| |Artificial|Estadual|2|hgdjxbnqigkzfex|11789
-20476|2018| |Artificial|Estadual|2|zjj|7809
-20485|2018| |Artificial|Estadual|2|uelvdus|7929
-20487|2018|PCH São Bernardo|Artificial|Estadual|2|mmngksgh|3574
-20488|2018|Represa Ãguas Claras|Artificial|Estadual|2|yyt|23077
-20493|2018|PCH Lago Azul|Artificial|Estadual|2|qcmkomeicmgu|3882
-20512|2018| |Artificial|Estadual|2|dnnfyxoqg|7888
-20526|2018|UHE Porto Góes|Artificial|Estadual|2|bvwypstfg|23109
-20535|2018| |Artificial|Estadual|2|trqof|4061
-20537|2018| |Artificial|Estadual|2|qyj|7914
-20550|2018|Represa Bom Retiro|Artificial|Estadual|2|nsgnxkbooc|7926
-20553|2018| |Artificial|Estadual|2|rtonpdrdvusph|8314
-20577|2018| |Artificial|Estadual|2|zbqhihze|7913
-20586|2018|Barragem HermÃnio Ometto|Artificial|Estadual|2|kdwuddwlvvgxu|3507
-20602|2018|Barragem do Rio PiuÃ|Artificial|Estadual|2|azwrvabpfzw|3556
-20606|2018|PCH Poço Fundo|Artificial|Estadual|2|idtxp|3553
-20636|2018| |Artificial|Estadual|2|uwowzejeaoe|8199
-20644|2018| |Artificial|Estadual|2|hubfausk|8296
-20649|2018|Represa Ribeirão Boa Vista|Artificial|Estadual|2|zwyx|3495
-20680|2018| |Artificial|Estadual|2|sabpty|8190
-20714|2018| |Natural|Estadual|2|sgmeiakauignwl|7711
-20769|2018| |Natural|Estadual|2|crigotvsvnnd|8305
-20780|2018| |Artificial|Estadual|2|nlgmelkzyhgxw|3903
-20783|2018| |Natural|Estadual|2|olszwneumdipjwm|8137
-20804|2018|Barragem Rio Atibainha|Artificial|Estadual|2|zglxpsov|3546
-20835|2018|Salto Rio Chopim|Natural|Estadual|2|icwbskhhzngi|7671
-20837|2018| |Natural|Estadual|2|qky|4103
-20861|2018| |Artificial|Estadual|2|vnbwzeigafierwt|7976
-20863|2018| |Artificial|Estadual|2|zahkyujxohcdv|8214
-20880|2018| |Natural|Estadual|2|lrrosgqzxfcyhfq|11757
-20891|2018| |Natural|Estadual|2|cmlfpjqzxk|8093
-20903|2018|Represa Usina Vassununga|Artificial|Estadual|2|qugfsajhcpkigwm|7924
-20917|2018| |Artificial|Estadual|2|ktgy|8014
-20980|2018|Lagoa Branca|Natural|Estadual|2|obagbenp|3520
-20994|2018| |Artificial|Estadual|2|bjbnh|8056
-21007|2018| |Natural|Estadual|2|trivbpciv|7821
-21033|2018| |Natural|Estadual|2|rjtu|8212
-21047|2018| |Artificial|Estadual|2|utwhuyjinnzk|8208
-21051|2018|Represa Ribeirão do Campo|Artificial|Estadual|2|wkrfxbvnyvybvgy|3564
-21065|2018|Represa Usina São João|Artificial|Estadual|2|zlfevmeaqpbi|3501
-21073|2018| |Artificial|Estadual|2|kdtjhaygqsa|4065
-21077|2018| |Artificial|Estadual|2|saumqpercke|11751
-21084|2018| |Artificial|Estadual|2|iplnas|8322
-21088|2018| |Artificial|Estadual|2|emmfcovpduu|8003
-21100|2018| |Artificial|Estadual|2|lamtzvk|7930
-21105|2018|Represa do Mirante|Artificial|Estadual|2|vfepwhqjijduc|3500
-21114|2018| |Artificial|Estadual|2|siazmimerkztivk|8017
-21122|2018| |Artificial|Estadual|2|yyglajgu|3936
-21139|2018| |Artificial|Estadual|2|dafmumzvlgx|3432
-21175|2018|Represa Usina Lambari|Artificial|Estadual|2|dyimxavj|7915
-21193|2018| |Natural|Estadual|2|ykavopmclgbj|8021
-21205|2018| |Natural|Estadual|2|yhu|11775
-21218|2018|Córrego das Lagoas|Artificial|Estadual|2|fqxwssrsvl|8119
-21225|2018| |Natural|Estadual|2|bvoxwpaffirvo|8156
-21242|2018|Represa Rio JundiaÃ|Artificial|Estadual|2|zobk|3462
-21267|2018|PCH Batista Pilar|Artificial|Estadual|2|gbvddfujxzmr|3481
-21293|2018| |Artificial|Estadual|2|bdexod|7985
-21302|2018| |Artificial|Estadual|2|pfiftplvhitusrm|8201
-21408|2018|Represa Lindolpho Pio da Silva Dias|Artificial|Estadual|2|qnondxxmgv|3459
-21412|2018| |Artificial|Estadual|2|mdeuxnsbco|4072
-21463|2018|PCH Lobo|Artificial|Estadual|2|qemvrqezmmpepw|7906
-21475|2018|Represa Córrego Santana|Artificial|Estadual|2|nlyb|3478
-21487|2018| |Artificial|Estadual|2|xpqoiwrqsunm|3791
-21488|2018| |Artificial|Estadual|2|swnlpono|3919
-21524|2018| |Artificial|Estadual|2|jzspazdwnm|3925
-21550|2018|UHE Fundão|Artificial|Estadual|2|zxfmebupcpmqv|23104
-21595|2018| |Artificial|Estadual|2|pmgikzbreukgyl|11801
-21611|2018|Represa Paulo de Paiva Castro|Artificial|Estadual|2|krptbfoujd|3537
-21655|2018|CGH Ester|Artificial|Estadual|2|bwus|3496
-21666|2018|Represa Taiaçupeba|Artificial|Estadual|2|arpckeysoaqqucn|3539
-21675|2018| |Artificial|Estadual|2|idrioazw|7668
-21704|2018|CGH Justus|Artificial|Estadual|2|tvypiyhbckulfk|8044
-21708|2018| |Artificial|Estadual|2|iwhfzuczemu|3907
-21733|2018| |Artificial|Estadual|2|ghiqqcxnp|7977
-21762|2018| |Artificial|Estadual|2|cbdsyeq|8342
-21784|2018|PCH Rochedo|Artificial|Estadual|2|vsxrllbxshies|8249
-21820|2018| |Artificial|Estadual|2|lcigkeo|8374
-21823|2018| |Artificial|Estadual|2|kgnqdy|8254
-21824|2018|UHE Rio do Peixe|Artificial|Estadual|2|skvphsaz|3525
-21863|2018| |Artificial|Estadual|2|pkygkz|8481
-21869|2018|Reservatório Cebolão|Artificial|Estadual|2|ztsxxhghrbh|23094
-21876|2018| |Artificial|Estadual|2|odt|3438
-21907|2018| |Artificial|Estadual|2|aqfdiu|3878
-21939|2018|Represa Rio Piraquara I|Artificial|Estadual|2|iinshcd|7686
-21944|2018| |Artificial|Estadual|2|ngepaggbrimy|8020
-21963|2018|Barragem EduÃno Sbardellini|Artificial|Estadual|2|zdbkbh|3518
-21984|2018| |Artificial|Estadual|2|wqcbvpkmwxic|7703
-21992|2018|Reservatório Traição|Artificial|Estadual|2|pwgbun|23091
-21993|2018|Barragem João Leite|Artificial|Estadual|2|irxqyueryinhe|23062
-22009|2018|Represa Usina Jacarezinho|Artificial|Estadual|2|gddcawe|8049
-22016|2018| |Artificial|Estadual|2|mnrpitvgdixvhny|8004
-22041|2018|Represa Usina Bonfim|Artificial|Estadual|2|hdkjnahrdabw|7947
-22062|2018| |Artificial|Estadual|2|ebpfrbhsyzvilq|8200
-22074|2018|Represa Usina Nova América|Artificial|Estadual|2|cqfrxsu|7815
-22130|2018| |Natural|Estadual|2|noylzeqmji|7743
-22135|2018|PCH Jacaré Pepira|Artificial|Estadual|2|jzpbkeerqtkm|7911
-22138|2018|Lagoa Bonita|Natural|Estadual|2|prrgp|7842
-22162|2018| |Artificial|Estadual|2|agggvxvpmrn|3800
-22172|2018| |Artificial|Estadual|2|onybeclwvsrs|22804
-22183|2018|Represa Velha|Artificial|Estadual|2|liqxf|3543
-22201|2018|UHE Ibitinga|Artificial|Estadual|2|repdwryh|8008
-22231|2018| |Artificial|Estadual|2|mgcluhozmoshate|3521
-22253|2018|Barragem de Rejeito Mineração Catalão|Artificial|Estadual|2|xheueparb|8284
-22278|2018|Lagoa da Cerca|Natural|Estadual|2|jxeftkqnvarqp|8275
-22284|2018|Represa Sucupira|Artificial|Estadual|2|zzhjmniby|8283
-22285|2018| |Artificial|Estadual|2|dyhwjl|8045
-22288|2018| |Natural|Estadual|2|ayl|7881
-22292|2018| |Natural|Estadual|2|dgbjjtd|3586
-22357|2018| |Artificial|Estadual|2|sfvfrtuxe|8001
-22398|2018|Represa Fazenda Pontal|Artificial|Estadual|2|vdywymlu|8366
-22401|2018| |Artificial|Estadual|2|yfiucydaixdvejl|3920
-22409|2018| |Artificial|Estadual|2|rvdiekaygagd|11785
-22415|2018| |Artificial|Estadual|2|hijkxbwks|8373
-22419|2018| |Artificial|Estadual|2|plsf|3881
-22421|2018| |Artificial|Estadual|2|jcmvpzoaagujcx|8295
-22427|2018| |Artificial|Estadual|2|wlneup|8277
-22430|2018| |Artificial|Estadual|2|vxvrcob|11859
-22448|2018| |Artificial|Estadual|2|udhbpl|8375
-22466|2018| |Artificial|Estadual|2|zadu|8376
-22468|2018| |Artificial|Estadual|2|oewjk|8328
-22477|2018| |Artificial|Estadual|2|rzmwmizfmgqhi|8361
-22503|2018| |Artificial|Estadual|2|xdbof|8267
-22548|2018| |Artificial|Estadual|2|iaaskfqazjyq|3904
-22562|2018| |Artificial|Estadual|2|zyvxj|3905
-22564|2018|Açude do Moisés|Artificial|Estadual|2|mxfyuwyxcbhwy|8389
-22569|2018| |Artificial|Estadual|2|ykk|4077
-22578|2018| |Artificial|Estadual|2|rgdvryyb|8341
-22579|2018| |Artificial|Estadual|2|ixqtuwcbjubhce|8332
-22581|2018| |Artificial|Estadual|2|ixvgazubats|8321
-22594|2018| |Artificial|Estadual|2|zcsz|8299
-22606|2018| |Artificial|Estadual|2|dpbscdfocukzx|11754
-22609|2018| |Artificial|Estadual|2|tft|11758
-22657|2018|PCH Salto Natal|Artificial|Estadual|2|usirfr|8100
-22660|2018| |Artificial|Estadual|2|cbelgwlbpvev|8260
-22699|2018|UHE Amador Aguiar II|Artificial|Estadual|2|ziezpdibq|23045
-22702|2018| |Artificial|Estadual|2|sxciakzdr|8327
-22720|2018| |Artificial|Estadual|2|crcluvjhkzvexw|7893
+id,ano,nome,adm,adm_id,random_string,tipo_id,esp_id
+2,2018,Represa do Descoberto,Federal,1,mzeac,0,8255
+14,2018,UHE Rosana,Federal,1,lwyoatwt,0,8107
+23,2018,UHE Canoas II,Federal,1,sovogkygri,0,22900
+27,2018,UHE Salto Osório,Federal,1,nxhimmrytnrf,0,7673
+39,2018,Represa Santa Maria,Federal,1,tqyphlz,0,3946
+67,2018,Lagoa São João,Federal,1,wcnpqmya,1,11871
+70,2018,UHE Salto Grande,Federal,1,bwgyjijn,0,8053
+80,2018,Represa HercÃlio Nardi e Albino Perin,Federal,1,rqnrl,0,3912
+157,2018,UHE Ourinhos,Federal,1,wuptmsnjfc,0,23122
+159,2018,UHE Paranapanema,Federal,1,zpudggeboy,0,23088
+173,2018,UHE Canoas I,Federal,1,hwxuphddpkqw,0,23036
+175,2018,UHE Porto Colômbia,Federal,1,gqt,0,8276
+207,2018,UHE Americana,Federal,1,jhzff,0,3494
+247,2018,UHE Governador Bento Munhoz da Rocha Neto,Federal,1,fvsakywd,0,7659
+248,2018,Lagoa do Sossego,Federal,1,dlcp,1,11727
+251,2018, ,Federal,1,syjekho,0,4083
+258,2018,UHE Furnas,Federal,1,aaomnd,0,3460
+260,2018,UHE Governador José Richa,Federal,1,txnecf,0,7674
+264,2018,UHE Emborcação,Federal,1,xmlabaegovu,0,21665
+266,2018,UHE Salto Santiago,Federal,1,hscbiagulspwupk,0,7664
+288,2018,UHE Batalha,Federal,1,qlwprkibuikrfb,0,23060
+309,2018,Represa Agriter I,Federal,1,hltjdmysqppgc,0,3921
+321,2018, ,Federal,1,kywvyplfwkgrc,1,11868
+328,2018,UHE Corumbá I,Federal,1,hnzwamsh,0,8240
+329,2018,UHE Itumbiara,Federal,1,ykoyehunevkfpgq,0,8228
+339,2018,UHE Caconde,Federal,1,fsszvgfh,0,3434
+351,2018,UHE Marechal Mascarenhas de Moraes,Federal,1,lshiccgre,0,3529
+355,2018,UHE São Simão,Federal,1,czaunauahp,0,8293
+366,2018,UHE Porto Primavera,Federal,1,saf,0,7773
+414,2018,UHE Marimbondo,Federal,1,ddqebji,0,8042
+419,2018,UHE Ãgua Vermelha,Federal,1,dwlixfab,0,8292
+433,2018,UHE Chavantes,Federal,1,ltiqspdjvvarh,0,7994
+437,2018,UHE Serra do Facão,Federal,1,ipnognnrmktd,0,23059
+450,2018,UHE Governador Ney Aminthas de Barros Braga,Federal,1,pgxttw,0,7337
+458,2018,UHE Jurumirim,Federal,1,fqlmixktuabiqzn,0,8217
+464,2018,UHE Camargos,Federal,1,lszvgf,0,3578
+468,2018,UHE Capivara,Federal,1,fkjuiomzzaw,0,8074
+480,2018,UHE Ilha Solteira,Federal,1,zelufafbzavif,0,8242
+487,2018,UHE Itutinga,Federal,1,omdjnpivef,0,3595
+489,2018,UHE Cachoeira Dourada,Federal,1,hcp,0,8398
+490,2018,Represa Fazenda Pamplona,Federal,1,ekdmnppiafjq,0,3922
+495,2018,UHE Jupiá,Federal,1,ienuqzsppjg,0,8124
+507,2018,UHE Paranoá,Federal,1,fdfszhsqqh,0,3945
+528,2018,UHE Jaguara,Federal,1,ozanaulocwodm,0,3793
+547,2018,UHE Funil,Federal,1,agviwukkxxeaxj,0,3581
+549,2018,UHE Volta Grande,Federal,1,qvlseprbitn,0,21663
+596,2018,Barragem Fazenda Poço Claro ou Lamerão,Federal,1,riqkrs,0,3934
+610,2018,Barragem na Ãrea A Módulo 12 do PADF,Federal,1,ibiywd,0,23126
+645,2018,UHE Taquaruçu,Federal,1,qcuhs,0,8106
+719,2018,UHE Estreito,Federal,1,kaebpketpzxid,0,3792
+725,2018,UHE Euclides da Cunha,Federal,1,ntrdndpoakx,0,3522
+733,2018,Represa no Ribeirão das Antas,Federal,1,wylopxwu,0,3551
+741,2018,UHE Piraju,Federal,1,qistox,0,7990
+764,2018,UHE Limoeiro,Federal,1,uipvlgfxhjm,0,3523
+807,2018,UHE Igarapava,Federal,1,glafxuzpyty,0,23037
+855,2018,UHE Itaipu,Federal,1,rnih,0,11735
+970,2018,UHE Rolador,Federal,1,oou,0,23114
+982,2018,Barragem Rio Cachoeira,Federal,1,ehlrgwa,0,3549
+1039,2018,UHE Eloy Chaves,Federal,1,xze,0,23113
+1047,2018,Represa Usina de Atibaia,Federal,1,pifzmvd,0,3545
+1048,2018,PCH Padre Carlos,Federal,1,lwxwmjikzwgsod,0,23117
+1077,2018,PCH Retiro Velho,Federal,1,mcopgtp,0,23052
+1096,2018, ,Federal,1,lnreel,1,11742
+1117,2018,Barragem no Ribeirão Samambaia,Federal,1,axagrwizcrf,0,3938
+1128,2018,CGH São José,Federal,1,wxrepvficeneml,0,3449
+1208,2018, ,Federal,1,zsdbkwrzuxbeej,1,8263
+1252,2018,Lagoa dos Padres,Federal,1,vjqymkssbbxinp,1,11726
+1355,2018,Lagoa do Jacaré,Federal,1,qyihlxtihivejnu,1,11872
+1491,2018,Lagoa Jatobá,Federal,1,snr,1,11869
+1767,2018,PCH Planalto,Federal,1,fvumwwnejsors,0,23053
+1782,2018,Represa Agriter II,Federal,1,eio,0,3913
+1824,2018, ,Federal,1,uupvoqquedxu,1,3588
+1834,2018,Barragem Rio JacareÃ-Jaguari,Federal,1,glzqstbwvqfrgzh,0,3458
+1839,2018,UHE Jaguari,Federal,1,gjsxnvwkaycl,0,23115
+1945,2018, ,Estadual,2,cjycryunrnxiofi,0,7894
+2382,2018,PCH Antas I,Federal,1,umfmenksmx,0,23129
+2447,2018,Lagoa Azul,Federal,1,caksg,1,11743
+2461,2018, ,Estadual,2,rgemgiupopj,1,7715
+2531,2018, ,Estadual,2,zqb,0,3937
+2544,2018, ,Estadual,2,ugkuvjgulelmfu,0,8205
+2571,2018,CGH Bortolan,Federal,1,bggfdgobzby,0,3524
+2578,2018,Lagoa Xambré,Federal,1,nhodcorcwmwk,1,11870
+2581,2018, ,Estadual,2,jzxht,0,3935
+2593,2018,Reservatório Penha,Estadual,2,pkqimzvyh,0,3534
+2618,2018,PCH Mogi-Guaçu,Federal,1,ozqwxkme,0,3436
+2668,2018,Barragem Fazenda São Jacó,Federal,1,jujjpnwbfzyb,0,3939
+2761,2018,Lagoa Saraiva,Federal,1,ryywwoo,1,11866
+2792,2018, ,Estadual,2,jrbbbfovgng,1,7734
+2793,2018,Lagoa do Chato,Estadual,2,hmqdmihohp,1,8359
+2796,2018, ,Estadual,2,bghbg,1,8235
+2804,2018, ,Estadual,2,cypoqdfktk,1,7901
+2815,2018, ,Estadual,2,fcatpt,1,7961
+2826,2018, ,Estadual,2,eckrqzisesjeuvy,1,8080
+2831,2018, ,Estadual,2,hsydfcilwejmg,1,8273
+2862,2018, ,Estadual,2,cmdrfal,1,8266
+2869,2018,Lagoa Segunda,Estadual,2,tatwito,1,8155
+2908,2018, ,Estadual,2,mbhcthmvmfl,0,8483
+2921,2018,Lago Rio Tietê,Estadual,2,mmxcuahqadt,1,3440
+2924,2018,Lagoa do Tabuão,Estadual,2,jckix,1,3433
+2933,2018, ,Estadual,2,kqeewsxxfe,1,8186
+2957,2018, ,Estadual,2,sad,1,8114
+2976,2018,Lagoa Limpa,Estadual,2,efcz,1,8038
+2985,2018, ,Estadual,2,ssnprswqu,1,7784
+2995,2018, ,Estadual,2,lbevhtfoukkflpl,0,8181
+3008,2018, ,Estadual,2,dtzfsy,0,8143
+3023,2018, ,Estadual,2,doqtvhsenomuox,1,7732
+3046,2018, ,Estadual,2,wmaxuzrwaxnkk,1,7820
+3075,2018, ,Estadual,2,ojkbnf,1,8103
+3102,2018,PCH Bom Jardim,Estadual,2,ujqbvyzfmwonef,0,8279
+3118,2018, ,Estadual,2,hypbimqizmiwwr,1,7739
+3125,2018, ,Estadual,2,wnvj,1,7838
+3155,2018, ,Estadual,2,sijtkfr,0,3891
+3157,2018, ,Estadual,2,erhhb,1,3552
+3161,2018, ,Estadual,2,asee,1,8136
+3167,2018, ,Estadual,2,kosit,1,3929
+3202,2018, ,Estadual,2,jeeavxspsr,1,8174
+3209,2018, ,Estadual,2,zts,1,7788
+3248,2018, ,Estadual,2,bvesvanta,1,7798
+3250,2018, ,Estadual,2,xirfnlmfu,0,8340
+3275,2018, ,Estadual,2,wrxuamebifvhzlt,1,11755
+3289,2018,Lago Rio Tietê,Estadual,2,ekrr,1,3441
+3311,2018, ,Estadual,2,adzqehetmn,1,8264
+3383,2018,Lago Maracá,Estadual,2,divtbu,1,8025
+3386,2018, ,Estadual,2,nklmkhvia,1,7833
+3408,2018, ,Estadual,2,ucyq,0,3888
+3412,2018, ,Estadual,2,ikmgvracq,1,7872
+3461,2018, ,Estadual,2,igshcfiwkrffudv,0,7979
+3465,2018,Lagoa Bonita,Estadual,2,yrmistctzlxum,1,3949
+3469,2018, ,Estadual,2,vtbkcsnwpfbuzho,1,8215
+3475,2018, ,Estadual,2,rihqoitib,0,8396
+3498,2018, ,Estadual,2,geabnzwqsmytk,0,8005
+3535,2018, ,Estadual,2,txnbfkc,0,8006
+3537,2018, ,Estadual,2,kzdqixdhgna,1,8078
+3568,2018, ,Estadual,2,uqev,0,7991
+3596,2018, ,Estadual,2,jszjtgvqarzgbqo,0,8140
+3629,2018, ,Estadual,2,qgl,1,3487
+3631,2018, ,Estadual,2,vjxjrw,1,8204
+3644,2018,Lago Rio Tietê,Estadual,2,sgltqaypxhncwth,1,3443
+3669,2018, ,Estadual,2,ikdrgzuxmmtrnih,1,7678
+3688,2018, ,Estadual,2,rrzhbmvmzzq,1,7697
+3696,2018, ,Estadual,2,ijfzm,0,8043
+3742,2018, ,Estadual,2,zswm,0,8258
+3769,2018, ,Estadual,2,ajylxfujp,0,8192
+3772,2018, ,Estadual,2,mheulznynqslstc,0,8127
+3780,2018, ,Estadual,2,sxw,1,8060
+3801,2018, ,Estadual,2,evagjytmrypvm,1,11788
+3808,2018, ,Estadual,2,mcqsbsaevvy,1,7776
+3813,2018, ,Estadual,2,xoitsrc,1,7769
+3820,2018, ,Estadual,2,qircmyzk,1,3516
+3822,2018, ,Estadual,2,gzdjvgycczntvis,1,7775
+3836,2018, ,Estadual,2,jhjthmqwvubgfi,1,7949
+3873,2018,Barragem Guariroba,Estadual,2,uktwjneydqsyyvn,0,11799
+3905,2018,Represa de José Jorge,Estadual,2,objkylofp,0,8054
+3913,2018,Represa Ribeirão do Alegre,Estadual,2,oihsduutelwrh,0,8055
+3921,2018,Represa Usina SeverÃnia,Estadual,2,hlaxrmmvs,0,8039
+3927,2018, ,Estadual,2,zdpkzh,1,8032
+3950,2018,Lagoa do Grilo,Estadual,2,nou,1,8303
+4007,2018,Represa Usina Colombo,Estadual,2,axgchyxp,0,8010
+4016,2018, ,Estadual,2,ndhjgqf,1,8339
+4018,2018, ,Estadual,2,wxs,1,7857
+4019,2018, ,Estadual,2,fozabfpbozrwk,1,7964
+4033,2018, ,Estadual,2,iph,1,7813
+4050,2018, ,Estadual,2,toymkev,1,7834
+4053,2018,Barragem Rio Harmonia,Estadual,2,sicvyp,0,8047
+4091,2018, ,Estadual,2,eloud,1,8355
+4129,2018,Represa Três Barras,Estadual,2,ermqtaqnl,0,8051
+4138,2018, ,Estadual,2,ewjiazhhvpgvc,1,7939
+4155,2018,Represa Usina Nardini,Estadual,2,hknvzoao,0,8009
+4160,2018, ,Estadual,2,pgcye,1,7698
+4171,2018, ,Estadual,2,efg,1,22731
+4183,2018, ,Estadual,2,uibk,1,11763
+4204,2018,Lagoa do Jacaré,Estadual,2,fmtm,1,8360
+4209,2018, ,Estadual,2,dhkrakhmttbfr,1,11781
+4220,2018, ,Estadual,2,qzqdqxuzqlvdzps,1,7844
+4226,2018, ,Estadual,2,upopohuk,1,7835
+4261,2018, ,Estadual,2,estgfmo,1,7996
+4274,2018, ,Estadual,2,igimmru,1,7919
+4282,2018, ,Estadual,2,wmqiaef,1,7829
+4288,2018,Lagoa Bambu,Estadual,2,gxvgxykoaxccf,1,7843
+4301,2018, ,Estadual,2,jeaotvfj,0,3798
+4310,2018, ,Estadual,2,fbxszsdzopupj,0,8000
+4316,2018, ,Estadual,2,shvkw,1,8203
+4325,2018, ,Estadual,2,wfaopgqfnu,1,7740
+4333,2018,Lagoa do Quilim,Estadual,2,osnnvkzelmxm,1,7824
+4340,2018, ,Estadual,2,xtgvfi,0,7884
+4350,2018, ,Estadual,2,jcjgegbsv,1,7921
+4360,2018, ,Estadual,2,nwddziplkhekk,1,3788
+4371,2018, ,Estadual,2,dhwbufk,1,7873
+4403,2018,Lagoa da Cana,Estadual,2,hkiw,0,8023
+4411,2018, ,Estadual,2,wyucxonmofoxhmt,1,7855
+4427,2018, ,Estadual,2,rpssjtemhqt,1,7868
+4428,2018, ,Estadual,2,qxrcvdrwsdem,1,11798
+4437,2018, ,Estadual,2,npxscleqp,1,3582
+4454,2018, ,Estadual,2,dfslbdahzioulul,1,7848
+4472,2018, ,Estadual,2,wgzzcyw,1,8164
+4476,2018, ,Estadual,2,iyvcxsti,0,7989
+4487,2018, ,Estadual,2,jzrd,1,7751
+4510,2018, ,Estadual,2,wpffobtenrmq,0,7981
+4578,2018, ,Estadual,2,rcmvunpvfdvzyoh,1,7748
+4579,2018, ,Estadual,2,hezqxtkuqx,1,7691
+4616,2018, ,Estadual,2,ghsgjusyqrq,1,7749
+4650,2018, ,Estadual,2,upaebtkqe,1,7747
+4680,2018, ,Estadual,2,lyoislzyv,1,7745
+4725,2018,Lagoa Escondida,Estadual,2,gaotvbsgw,1,8363
+4751,2018,Lagoa da Brejaúba,Estadual,2,ocaxolpy,1,8223
+4760,2018, ,Estadual,2,pwdewfornsrl,1,7736
+4778,2018, ,Estadual,2,sxlhdpucaxh,1,8502
+4787,2018, ,Estadual,2,zojmauchnhjyalv,1,3585
+4833,2018, ,Estadual,2,onpojlxdw,1,3576
+4843,2018, ,Estadual,2,ienwfsz,1,7701
+4865,2018, ,Estadual,2,aedfiskzvdzp,0,8157
+4886,2018, ,Estadual,2,rtxsggobl,1,7864
+4891,2018, ,Estadual,2,nick,1,7771
+4903,2018,Represa Rio Iratim,Estadual,2,turhbsn,0,7631
+4918,2018, ,Estadual,2,dhgjbezivabsje,1,7861
+4921,2018, ,Estadual,2,xzqkhbzlfxofk,1,7772
+4931,2018, ,Estadual,2,nknpbemlzsnx,1,8036
+4942,2018, ,Estadual,2,afwueinsc,1,7744
+4946,2018, ,Estadual,2,ufzxhulqriqtqgg,1,7719
+4950,2018,Lagoa do Canto,Estadual,2,luyof,1,8230
+4966,2018, ,Estadual,2,wnwvxycpdf,0,7645
+4982,2018, ,Estadual,2,nonumbjyidxqzsk,1,11779
+4985,2018, ,Estadual,2,jwnexrpqx,1,7762
+4997,2018,Lagoa dos Peixes,Estadual,2,lpfhtcyeivpwvx,1,3475
+5012,2018, ,Estadual,2,iedrlb,1,8145
+5060,2018, ,Estadual,2,hpqriyjylfxsz,1,7746
+5167,2018, ,Estadual,2,bqfsjcpuolysfky,1,7680
+5179,2018, ,Estadual,2,xcwuvjwvd,0,3797
+5194,2018, ,Estadual,2,zuqsfzgpd,1,7787
+5200,2018, ,Estadual,2,fshxfrhk,1,7702
+5211,2018, ,Estadual,2,wyfscy,1,7856
+5219,2018, ,Estadual,2,oquze,1,7830
+5222,2018, ,Estadual,2,ogvacnsvpgaixup,1,7845
+5225,2018, ,Estadual,2,hhokxsamvr,1,7962
+5264,2018, ,Estadual,2,nnecntavpwpvg,1,8142
+5283,2018, ,Estadual,2,dnrxmwwsoaakol,1,8171
+5290,2018,Lagoa de São Lourenço,Estadual,2,ocxcqr,1,8289
+5341,2018, ,Estadual,2,wtdffihttryampd,1,7822
+5355,2018, ,Estadual,2,bqirxjqtcmjfe,1,8394
+5395,2018, ,Estadual,2,xjfbunk,1,8068
+5411,2018, ,Estadual,2,zyen,1,7766
+5422,2018, ,Estadual,2,rofpoanciulojt,0,3917
+5430,2018, ,Estadual,2,dwx,1,8356
+5458,2018, ,Estadual,2,yssvwxipkawxwil,1,7918
+5490,2018, ,Estadual,2,wxjqy,1,11795
+5505,2018, ,Estadual,2,gushlwe,1,3514
+5535,2018, ,Estadual,2,cxywhtin,1,7920
+5567,2018, ,Estadual,2,sfyfd,1,7764
+5568,2018, ,Estadual,2,cxxpktzaanhoa,1,8272
+5572,2018, ,Estadual,2,zwinw,1,8163
+5576,2018, ,Estadual,2,pahgtzzhmatj,1,3513
+5590,2018, ,Estadual,2,jnyn,1,7804
+5672,2018, ,Estadual,2,ieupnwflweaau,1,7879
+5675,2018, ,Estadual,2,fctxzy,1,8294
+5682,2018, ,Estadual,2,yzey,1,7954
+5694,2018, ,Estadual,2,usogatqasaqhg,1,8188
+5759,2018, ,Estadual,2,lpcjpzaw,1,7952
+5774,2018, ,Estadual,2,kvblacf,1,8104
+5842,2018,Lagoa Feia,Estadual,2,firkcqkusnk,1,8274
+5861,2018, ,Estadual,2,fpgy,1,3479
+5876,2018,Lagoa Seca,Estadual,2,czpnwjiu,1,8048
+5943,2018, ,Estadual,2,dwoxejwk,1,7818
+6011,2018, ,Estadual,2,cnzlder,1,11839
+6020,2018, ,Estadual,2,ihseuwoczk,1,8134
+6080,2018, ,Estadual,2,pdppcbnqzjxp,1,3789
+6146,2018,Lagoa da Chapada,Estadual,2,xalmc,1,8336
+6218,2018, ,Estadual,2,liinzl,1,8501
+6245,2018, ,Estadual,2,aqql,1,8059
+6264,2018, ,Estadual,2,nleccatqkbfkqx,1,8297
+6289,2018, ,Estadual,2,xtvxdt,1,7869
+6292,2018, ,Estadual,2,ffe,1,7875
+6296,2018, ,Estadual,2,kgojkilcnk,1,8081
+6327,2018, ,Estadual,2,jgywnh,1,11774
+6332,2018, ,Estadual,2,pzwxpqoezoo,1,8151
+6406,2018,Lagoa do Peroba,Estadual,2,wvonptykqaey,1,8187
+6437,2018, ,Estadual,2,avgcbystxn,1,11791
+6438,2018, ,Estadual,2,yidwysdcgtccthk,1,7714
+6451,2018, ,Estadual,2,wmrtpkrx,1,8182
+6460,2018, ,Estadual,2,ktbbf,1,7676
+6527,2018, ,Estadual,2,vwftoldadm,1,8090
+6534,2018, ,Estadual,2,qgowbla,0,3550
+6543,2018, ,Estadual,2,anmdwzh,1,7731
+6552,2018, ,Estadual,2,toyvnvqzcdsbid,1,11862
+6595,2018, ,Estadual,2,ljqytgb,1,7756
+6597,2018, ,Estadual,2,mcetxv,1,7765
+6605,2018, ,Estadual,2,iirzepuxhhpzq,1,7971
+6637,2018,Lagoa Ouro Verde,Estadual,2,vjsgemzglx,1,8102
+6673,2018, ,Estadual,2,lvtffpmhuintxjf,1,7763
+6721,2018, ,Estadual,2,nxkwimpgwrgamz,1,11756
+6743,2018, ,Estadual,2,bmo,1,8135
+6771,2018, ,Estadual,2,rushncapyy,1,3991
+6774,2018, ,Estadual,2,ecwi,1,7693
+6784,2018, ,Estadual,2,vurqqv,1,8092
+6802,2018, ,Estadual,2,crtkttypk,1,8191
+6816,2018, ,Estadual,2,iyzmdpjrixqyos,1,7726
+6817,2018, ,Estadual,2,bkxrdlemhvnac,1,7654
+6821,2018,Lagoa Grande,Estadual,2,tulfij,1,11731
+6840,2018, ,Estadual,2,oifzswzmxhoa,1,11748
+6844,2018, ,Estadual,2,zxhawgjxkeaqkfk,1,11747
+6850,2018, ,Estadual,2,qeeejwzmqrwr,0,4032
+6856,2018,Lagoa do Varjão,Estadual,2,ptgbdrz,1,8232
+6859,2018,UHE Barra,Estadual,2,arjuk,0,7662
+6863,2018,Lagoa do Jaburu,Estadual,2,bywztdtq,1,3942
+6987,2018, ,Estadual,2,rwcbndbr,1,7811
+6989,2018, ,Estadual,2,basyir,1,11746
+6991,2018, ,Estadual,2,ukg,1,7854
+7014,2018, ,Estadual,2,gmmgchpimijm,1,7733
+7015,2018, ,Estadual,2,dldguet,1,7761
+7053,2018, ,Estadual,2,lnbilglibmfj,1,8224
+7057,2018, ,Estadual,2,yellxrwengqzjix,1,22799
+7068,2018, ,Estadual,2,iwrwnmigqiy,1,11773
+7082,2018, ,Estadual,2,mcixrrswlt,1,7716
+7119,2018, ,Estadual,2,leaf,1,7878
+7122,2018, ,Estadual,2,bynaujoygahcz,1,7852
+7123,2018, ,Estadual,2,rvicruomth,1,3784
+7127,2018, ,Estadual,2,ser,1,8122
+7141,2018, ,Estadual,2,owrlchjklsqxpk,1,7706
+7195,2018, ,Estadual,2,jqvrq,1,8185
+7220,2018, ,Estadual,2,snz,1,7836
+7221,2018, ,Estadual,2,aafvjlzkuyt,1,7760
+7232,2018, ,Estadual,2,ptpo,1,7837
+7246,2018, ,Estadual,2,ggskzsgrbwwusc,1,7791
+7259,2018, ,Estadual,2,bkqhnlb,1,8226
+7295,2018, ,Estadual,2,zehayxyzw,1,8311
+7319,2018,Lagoa Linda,Estadual,2,orpqwvdfsc,1,8165
+7343,2018,Lagoa do Mato,Estadual,2,sqgbnkitmdh,1,8333
+7348,2018, ,Estadual,2,xtcv,1,7792
+7381,2018, ,Estadual,2,mauhifhdygkqlc,1,8105
+7405,2018,Represa Golfe Campo Alto,Estadual,2,vdvhei,0,3504
+7420,2018, ,Estadual,2,uue,1,11752
+7449,2018, ,Estadual,2,axezdgeh,1,7951
+7500,2018, ,Estadual,2,ewrauvgkpvnnwb,1,7793
+7523,2018, ,Estadual,2,illugjhlae,0,7968
+7537,2018,Lagoa da Anta,Estadual,2,hejja,1,8318
+7572,2018, ,Estadual,2,zxosladtfwnpkno,1,8198
+7581,2018,Represa Rio IraÃ,Estadual,2,arrluqlanb,0,7681
+7591,2018, ,Estadual,2,gclun,0,3510
+7624,2018,Lagoa do Jambo,Estadual,2,wrkmnumeedzvv,1,8300
+7643,2018, ,Estadual,2,zkgwq,1,7956
+7654,2018, ,Estadual,2,kcopswgz,1,8167
+7662,2018, ,Estadual,2,bffqokf,0,8253
+7690,2018, ,Estadual,2,qschpvqi,1,11796
+7709,2018, ,Estadual,2,xburjq,1,7876
+7768,2018, ,Estadual,2,mkeufc,0,22801
+7783,2018,Represa Bom Sucesso,Estadual,2,ssecdeefp,0,8503
+7910,2018, ,Estadual,2,dyhnvzti,1,7874
+7925,2018, ,Estadual,2,ozskadelk,1,7825
+7936,2018, ,Estadual,2,nxsttorvdkgoih,0,8084
+8002,2018, ,Estadual,2,dnxbfmeyjijlbac,0,8088
+8081,2018,Lagoa Escura,Estadual,2,pawakhalaht,0,8041
+8115,2018, ,Estadual,2,yzvkxk,1,11783
+8145,2018,Lagoa Pó de Mico,Estadual,2,qrfis,1,8241
+8184,2018, ,Estadual,2,ikvnaxm,1,3880
+8187,2018, ,Estadual,2,qqddbpy,0,8094
+8195,2018, ,Estadual,2,cmueongcrwggo,1,7863
+8199,2018,Lagoa do Caracol,Estadual,2,njmkfutaqawdb,1,8222
+8203,2018, ,Estadual,2,zcshykk,0,8113
+8250,2018, ,Estadual,2,lrgvcnszglzlwg,1,11790
+8304,2018, ,Estadual,2,yzjjwhgyjsercvr,0,8015
+8355,2018,Lagoa do Mato,Estadual,2,gsuaavlupiva,1,8338
+8363,2018, ,Estadual,2,zkht,1,8218
+8374,2018, ,Estadual,2,byqvwzc,1,7786
+8388,2018, ,Estadual,2,pwvmhorqkajsqzg,1,7950
+8397,2018, ,Estadual,2,oifhsxybjfjg,1,3781
+8519,2018,Lagoa do Curral,Estadual,2,zuvbvqfqugqrt,1,22805
+8567,2018,Represa LDC Bioenergia,Estadual,2,dcuouqvuq,1,3437
+8568,2018, ,Estadual,2,xxzzuoj,0,23066
+8642,2018, ,Estadual,2,zwwifnyh,1,8184
+8648,2018, ,Estadual,2,czzw,1,8076
+8695,2018, ,Estadual,2,yhb,1,8031
+8711,2018, ,Estadual,2,nxeyvnoyakjt,1,7797
+8716,2018, ,Estadual,2,vabrbryvtilbtco,1,11760
+8775,2018, ,Estadual,2,fkmcelvixlkd,1,7717
+8790,2018, ,Estadual,2,mrakzrufwbtt,0,4116
+8830,2018, ,Estadual,2,rmbdfgknb,1,7692
+8860,2018, ,Estadual,2,whzrdcsjmyb,1,7823
+8876,2018, ,Estadual,2,auwuuef,1,3675
+8949,2018, ,Estadual,2,hdyjabb,1,3673
+9020,2018, ,Estadual,2,khsidqbdqy,1,8110
+9090,2018,Barragem Ponte Nova,Estadual,2,wlt,0,3563
+9098,2018, ,Estadual,2,zuyokfukpov,1,3785
+9104,2018,Barragem Rio Santo Anastácio,Estadual,2,ibvuimh,0,8073
+9146,2018,Lagoinha,Estadual,2,lcs,1,8220
+9173,2018, ,Estadual,2,hlzzfz,1,7758
+9177,2018, ,Estadual,2,hswlmcxjsukhof,1,8077
+9201,2018, ,Estadual,2,kvrciw,1,7974
+9236,2018, ,Estadual,2,wdfohgh,1,8146
+9262,2018, ,Estadual,2,vxzfd,1,7695
+9263,2018, ,Estadual,2,xxg,1,7741
+9270,2018, ,Estadual,2,vrnfml,0,8061
+9328,2018,Represa Balneário de Rancharia,Estadual,2,eaxjuibp,0,8070
+9331,2018, ,Estadual,2,zmcrr,1,7675
+9334,2018, ,Estadual,2,ahnwfsmsxc,1,7753
+9365,2018, ,Estadual,2,hgehegj,1,11744
+9372,2018, ,Estadual,2,xlebsl,1,7805
+9398,2018, ,Estadual,2,dgoyorwmyq,1,7907
+9474,2018, ,Estadual,2,cshqn,1,11750
+9486,2018,Represa Usina Nova América,Estadual,2,ntuck,0,8050
+9498,2018,Lagoa de Ouro,Estadual,2,twlxmdgqvamhpu,1,11766
+9522,2018, ,Estadual,2,vlnn,1,11793
+9584,2018, ,Estadual,2,pktzzfmiwccsk,1,3778
+9585,2018, ,Estadual,2,cosd,0,8083
+9616,2018, ,Estadual,2,atsvvbpanfitn,1,11749
+9656,2018,Lagoa da Boa Vista,Estadual,2,nnrzdxdellwe,1,3512
+9658,2018, ,Estadual,2,ynwaqbjun,1,7892
+9709,2018,Lagoa Francisco Schmidt,Estadual,2,lbzdj,1,7938
+9735,2018, ,Estadual,2,topjroum,1,7934
+9759,2018,Lagoa do Pintado,Estadual,2,qjiduedzcvdb,1,8139
+9789,2018, ,Estadual,2,sgtwwyezce,0,7899
+9812,2018, ,Estadual,2,sncejxzwjlhtsm,1,7688
+9817,2018, ,Estadual,2,hsp,1,7728
+9837,2018, ,Estadual,2,tdzlkdfoebkog,1,7729
+9893,2018, ,Estadual,2,eguggvjszzjrt,1,7867
+9908,2018, ,Estadual,2,rhljmmycmlavblc,1,7713
+9948,2018, ,Estadual,2,xdibaquiuun,1,7689
+9973,2018, ,Estadual,2,rzekwkhq,1,7752
+9980,2018,Represa Pilão d'Ãgua,Estadual,2,psvfe,0,7887
+10009,2018,Lagoa Formosa,Estadual,2,qfoznw,1,22806
+10019,2018, ,Estadual,2,mur,1,7862
+10114,2018, ,Estadual,2,wlyyevctfxh,1,11765
+10122,2018,Lagoa Feia,Estadual,2,azdfjdrzzvq,1,8393
+10155,2018, ,Estadual,2,zeikuu,1,7720
+10182,2018, ,Estadual,2,fhptzfkzgfpgory,1,7998
+10183,2018, ,Estadual,2,icnswn,1,8307
+10216,2018, ,Estadual,2,fcczldyvvk,1,7721
+10228,2018, ,Estadual,2,pegk,1,11838
+10256,2018, ,Estadual,2,oylbvjnkk,1,8225
+10287,2018, ,Estadual,2,kjvejvofepo,1,8097
+10324,2018, ,Estadual,2,lqwiezxnvn,1,8117
+10326,2018, ,Estadual,2,zsehvblkwdnwsi,1,8128
+10386,2018, ,Estadual,2,zofr,1,8132
+10391,2018, ,Estadual,2,yecosfejzd,1,8069
+10403,2018,UHE Espora,Estadual,2,gqttrcsfuylvmtx,0,23051
+10447,2018,Represa Usina São Carlos,Estadual,2,uqjnwwvvajszq,0,7943
+10460,2018, ,Estadual,2,kctjmgzjvmh,1,8130
+10469,2018, ,Estadual,2,cvpzcjapd,1,7789
+10489,2018,UHE Miranda,Estadual,2,rob,0,21664
+10494,2018,Lagoa Bebedouro,Estadual,2,ezqqdaxii,0,3986
+10519,2018, ,Estadual,2,zfyqby,0,8098
+10522,2018, ,Estadual,2,thqjogn,1,7795
+10524,2018, ,Estadual,2,irjsulqebkfkd,1,8180
+10530,2018, ,Estadual,2,sbrmvxuvlzpr,1,7725
+10535,2018, ,Estadual,2,cxwrwfgeusw,1,8282
+10536,2018,Lagoa Rasa,Estadual,2,zgp,1,8301
+10546,2018,Lagoa do Rodrigo,Estadual,2,clfldu,1,8150
+10585,2018,Lago dos Patos,Estadual,2,reia,1,8189
+10590,2018, ,Estadual,2,pwpyang,1,8281
+10595,2018,Lagoa da Olaria,Estadual,2,ioue,1,8221
+10607,2018, ,Estadual,2,nsnysvzmloihqp,1,8298
+10612,2018, ,Estadual,2,ahfy,1,7865
+10613,2018, ,Estadual,2,vjlxqhpyxwpzy,1,7866
+10614,2018, ,Estadual,2,nqwgrbjfsvvw,1,7963
+10620,2018, ,Estadual,2,faiadaopcivcgeq,1,11761
+10623,2018, ,Estadual,2,ollfcfpmhjul,1,8207
+10628,2018, ,Estadual,2,bwursyfwbpaj,1,7782
+10642,2018,Córrego Lafon,Estadual,2,rkhzbeskjlm,1,8089
+10675,2018, ,Estadual,2,tggyxqnky,1,7704
+10698,2018,Lagoa Segunda,Estadual,2,nvhpoecibeygrno,1,8161
+10713,2018, ,Estadual,2,tql,1,8162
+10715,2018,Lagoa Bonita,Estadual,2,adgzx,1,8317
+10735,2018, ,Estadual,2,shfriinazk,1,7860
+10736,2018, ,Estadual,2,ljinqddpqba,1,7882
+10752,2018,UHE Corumbá III,Estadual,2,pnhaiywltntyhw,0,23069
+10760,2018, ,Estadual,2,pgiddrhz,1,8357
+10781,2018, ,Estadual,2,akxfqbfhl,0,8395
+10789,2018,Lagoa Bonita,Estadual,2,idpcpexvrnsi,1,11728
+10790,2018, ,Estadual,2,mkggfopssofrg,1,8206
+10839,2018, ,Estadual,2,spozhesyf,1,8141
+10840,2018, ,Estadual,2,yslkdzysl,1,8057
+10962,2018, ,Estadual,2,rwgum,1,7738
+11003,2018,Lagoa do Recanto,Estadual,2,mgsajco,1,8306
+11055,2018, ,Estadual,2,umdigfgzaxzxg,1,8012
+11061,2018,Lago Rio Tietê,Estadual,2,avppmoxmhgsar,1,3442
+11083,2018, ,Estadual,2,zrwbryoppzpwx,1,7870
+11112,2018,Lagoa do Fundo,Estadual,2,oywdzaemyoaybi,1,8316
+11145,2018, ,Estadual,2,vjmy,1,8116
+11168,2018, ,Estadual,2,wllrzdblawztg,1,7917
+11254,2018, ,Estadual,2,tguuvkh,1,4113
+11260,2018,Barragem de Rejeito Mineração Catalão,Estadual,2,jdpihtpxyhrlj,0,8286
+11286,2018, ,Estadual,2,vojjbezoupb,1,8131
+11291,2018, ,Estadual,2,hhbaedpfogh,1,8331
+11296,2018,Lagoa Caaporã,Estadual,2,sixahco,1,7840
+11307,2018, ,Estadual,2,fwhdy,1,8337
+11311,2018, ,Estadual,2,ugrd,1,8324
+11313,2018, ,Estadual,2,lxqmogfifiuoatx,1,7742
+11321,2018,Lagoa do Marruco,Estadual,2,mmpraefvtch,1,8308
+11328,2018,Lagoa Cabeceira do Mandengo,Estadual,2,ogwyksaluauvmrr,1,8312
+11340,2018,Lagoa Limpa,Estadual,2,tqdzfyfrhfqqqt,1,8358
+11389,2018, ,Estadual,2,fiajvznijjf,1,8335
+11390,2018, ,Estadual,2,cjjmlgybgz,1,8365
+11406,2018,Lagoa do Rufino,Estadual,2,ynoetnpyaid,1,8231
+11445,2018,Lagoa da Estrada,Estadual,2,vnel,1,8390
+11459,2018,Represa São Lourenço,Estadual,2,sgvx,1,7653
+11471,2018, ,Estadual,2,qghitdtnva,1,8313
+11505,2018, ,Estadual,2,ezgwg,1,11730
+11517,2018, ,Estadual,2,fvpygyhlckkub,1,7755
+11521,2018, ,Estadual,2,faochhcg,1,8265
+11525,2018, ,Estadual,2,bpgxedisrzmxmd,1,11787
+11532,2018, ,Estadual,2,vwwjt,1,8112
+11545,2018, ,Estadual,2,kheiuhsnxzkf,1,8154
+11546,2018,Lagoa Segunda,Estadual,2,sjbodyyrj,1,8158
+11585,2018, ,Estadual,2,hmxugdtqaq,1,11784
+11590,2018, ,Estadual,2,prmzcgpektwsfxq,1,7705
+11593,2018, ,Estadual,2,ozcgaajqftgcvs,1,8175
+11596,2018, ,Estadual,2,notjfkeij,1,7781
+11615,2018,Lagoa Bambu,Estadual,2,mnxcuyrk,1,8153
+11635,2018, ,Estadual,2,sdmanxvghqry,1,8172
+11645,2018, ,Estadual,2,fjzxmgpu,1,22963
+11655,2018, ,Estadual,2,gtiarmac,0,4071
+11658,2018, ,Estadual,2,ehelmcnwmvdaud,1,8109
+11659,2018, ,Estadual,2,gnicpil,1,7768
+11662,2018,Lagoa do Potreiro,Estadual,2,atkupyxvov,1,8219
+11671,2018, ,Estadual,2,iwncjk,1,7730
+11673,2018, ,Estadual,2,lunljorophtdxgj,1,8115
+11742,2018, ,Estadual,2,hqqmqyfxsngv,1,8108
+11767,2018, ,Estadual,2,ctqbjxrioyqrscf,1,3777
+11783,2018, ,Estadual,2,cmzaojrybnqp,1,8030
+11788,2018, ,Estadual,2,ojnl,1,8257
+11815,2018,Barragem CBMM,Estadual,2,nsswztfnfwmka,0,4109
+11841,2018, ,Estadual,2,esbfeedfjehq,0,4111
+11863,2018, ,Estadual,2,tgkscyebwqec,1,7853
+11875,2018,UHE Nova Avanhandava,Estadual,2,uhw,0,8063
+11876,2018, ,Estadual,2,nsgfpamsuvvmxee,1,7710
+11881,2018, ,Estadual,2,fepoau,1,7828
+11882,2018, ,Estadual,2,ybuhlvhcrxlee,0,4076
+11893,2018, ,Estadual,2,rzjmyklxszyz,1,11778
+11900,2018,Barragem de Rejeito Ãcido Sulfúrico Bunge,Estadual,2,zrbioidjhhczkc,0,4110
+11916,2018, ,Estadual,2,ebgebznkrliusxy,1,8169
+11917,2018, ,Estadual,2,yaboaftg,1,11864
+11940,2018, ,Estadual,2,otvics,0,4117
+12018,2018, ,Estadual,2,wdpmq,0,3790
+12055,2018,PCH Edgard de Souza (Repotenciação),Estadual,2,ajvzvfxuxjfl,0,23082
+12069,2018, ,Estadual,2,kijmsrgde,1,7727
+12072,2018,Barragem Fosfértil,Estadual,2,mrd,0,4107
+12079,2018, ,Estadual,2,eqpfvg,1,7754
+12081,2018, ,Estadual,2,bxynqduvphyojai,1,7737
+12097,2018,Córrego da Onça,Estadual,2,trnao,1,8120
+12101,2018, ,Estadual,2,qldst,1,7759
+12122,2018, ,Estadual,2,nzsrfsv,1,7707
+12128,2018, ,Estadual,2,yjusf,1,7819
+12134,2018,Lagoa do Valinho,Estadual,2,nzexxz,1,7995
+12144,2018, ,Estadual,2,obcnmxjh,1,7966
+12147,2018,Lagoa Grande,Estadual,2,icecgqhacmsc,1,7941
+12171,2018, ,Estadual,2,xbrqkpnggu,1,8085
+12261,2018, ,Estadual,2,afyhtkhwydeirut,1,8244
+12291,2018, ,Estadual,2,difklbjp,0,3508
+12295,2018, ,Estadual,2,xhvgcyagxkkjj,1,7859
+12300,2018, ,Estadual,2,shumeoav,1,7814
+12305,2018, ,Estadual,2,kcpidfdhasvdsu,1,8058
+12310,2018, ,Estadual,2,xoliiglfwvbiklb,1,7767
+12316,2018, ,Estadual,2,ysm,1,8304
+12320,2018, ,Estadual,2,eprpsijtlsrbttq,1,3674
+12353,2018,Barragem Rio Passaúna,Estadual,2,sbpqlnci,0,7953
+12366,2018, ,Estadual,2,tdysvdvbmfm,1,7827
+12427,2018, ,Estadual,2,djzscrh,0,8126
+12484,2018, ,Estadual,2,ysrhujsx,1,8160
+12552,2018, ,Estadual,2,aqyfoceaiz,1,8176
+12622,2018, ,Estadual,2,qtl,1,7849
+12643,2018,Rio BaÃa,Estadual,2,izif,1,8168
+12734,2018, ,Estadual,2,igqz,1,11772
+12848,2018,Barragem Fosfértil,Estadual,2,sehqvjhdbw,0,4104
+12877,2018, ,Estadual,2,qrxvdov,1,7877
+12913,2018, ,Estadual,2,ccki,1,7718
+12916,2018, ,Estadual,2,cvgrcaimbd,1,7712
+12938,2018,Lagoa do Português,Estadual,2,inuxdpyy,1,8118
+12957,2018, ,Estadual,2,wnjsvwcsufjxy,0,3890
+12972,2018, ,Estadual,2,dqtxvp,1,7871
+12994,2018,Represa Billings,Estadual,2,atmpruwifbr,0,3454
+13013,2018,Lagoa Paraguaia,Estadual,2,ezkulexfssl,1,8148
+13025,2018, ,Estadual,2,mlygfyjig,1,7975
+13052,2018, ,Estadual,2,ctojdjsk,1,7774
+13061,2018,UHE Corumbá IV,Estadual,2,enhj,0,8252
+13093,2018,Lagoa Itararé,Estadual,2,mir,1,7933
+13139,2018, ,Estadual,2,gedkrjukn,0,8016
+13165,2018, ,Estadual,2,pqshjthsmnljkw,1,7700
+13177,2018, ,Estadual,2,kzebuklznprchi,1,8392
+13239,2018, ,Estadual,2,ojpg,1,7936
+13265,2018, ,Estadual,2,zhhzecf,1,11732
+13299,2018,Barragem CBMM,Estadual,2,xok,0,4108
+13316,2018,UHE Nova Ponte,Estadual,2,ogacufrox,0,3794
+13324,2018, ,Estadual,2,dlphplwgw,1,11782
+13333,2018, ,Estadual,2,qixa,0,11800
+13338,2018, ,Estadual,2,nnckpb,1,7955
+13395,2018,Lagoa Santa Maria,Estadual,2,ffb,1,8291
+13423,2018, ,Estadual,2,hcjdnobtwzvzjh,1,7831
+13442,2018,UHE Caçu,Estadual,2,zldura,0,23050
+13446,2018, ,Estadual,2,vrblvynzouws,1,7832
+13449,2018,Barragem Fosfértil,Estadual,2,pfuhtheblwgrcp,0,4105
+13460,2018,Córrego da Divisa,Estadual,2,viixbrjbrldloap,1,8261
+13473,2018, ,Estadual,2,dwluaaf,0,3985
+13481,2018,Lagoa Segunda,Estadual,2,fizdmusoyqymtjd,1,8159
+13485,2018, ,Estadual,2,dzg,1,7965
+13521,2018, ,Estadual,2,ylsryrrstwfnqq,1,3506
+13526,2018, ,Estadual,2,wtxcbfsm,0,11860
+13582,2018, ,Estadual,2,tphaoso,1,7708
+13639,2018, ,Estadual,2,pbzpsrvtugtzc,1,3783
+13782,2018,Lagoa Fazenda Rio das Pedras,Estadual,2,fwlhxnzfjrza,0,3493
+13798,2018, ,Estadual,2,uxcybdyaut,1,7903
+13803,2018, ,Estadual,2,ctmdjiowq,1,7826
+13830,2018,Barragem de Rejeito Mineração Catalão,Estadual,2,mtlzwjdwl,0,8285
+13841,2018, ,Estadual,2,rknqeaxzzepdvxc,1,8290
+13859,2018,UHE Três Irmãos,Estadual,2,bqtnakkpe,0,8099
+13926,2018, ,Estadual,2,evcjcsr,0,3799
+13993,2018,UHE Amador Aguiar I,Estadual,2,zpdaqgqohgopra,0,23047
+14125,2018, ,Estadual,2,wabx,1,3677
+14245,2018, ,Estadual,2,prnrbayn,1,7750
+14335,2018,Represa Guarapiranga,Estadual,2,enmlxepweo,0,3531
+14458,2018, ,Estadual,2,wxgimfppedobbrl,1,7694
+14462,2018, ,Estadual,2,fnbjgcnypx,0,7802
+14486,2018,Represa Usina Santa Luiza,Estadual,2,euveeogbkhyjiwi,0,7942
+14506,2018, ,Estadual,2,rxmlxcjmzycwr,1,11745
+14532,2018, ,Estadual,2,tbuvarsuefua,0,8482
+14638,2018, ,Estadual,2,aqmwmsgfpzkppwu,1,7778
+14710,2018, ,Estadual,2,mhzqedmkis,1,11759
+14718,2018, ,Estadual,2,yqp,1,7967
+14730,2018, ,Estadual,2,mmkwhsrqneb,1,7960
+14792,2018, ,Estadual,2,sevtzbzwwddyeg,1,7780
+14846,2018,Represa Ribeirão Cachoeirinha,Estadual,2,rtitgxmwdizzel,0,3498
+14860,2018, ,Estadual,2,csqieiaeoura,1,8183
+14871,2018, ,Estadual,2,njtjzyemhlqi,1,3786
+14872,2018, ,Estadual,2,lmb,1,11797
+14927,2018,Córrego das Éguas,Estadual,2,sbwxhddwkqjcdue,1,8091
+14973,2018, ,Estadual,2,apjj,1,3519
+14988,2018, ,Estadual,2,xrzztxgeqakrynm,0,3787
+14994,2018, ,Estadual,2,pvcsh,1,8133
+15003,2018,UHE Promissão,Estadual,2,tjzhztcunzljgkm,0,8013
+15067,2018, ,Estadual,2,agzfusnxbqnc,0,7988
+15075,2018,Lagoa Joaquim Medeiros,Estadual,2,uoxtmuojpyq,1,3948
+15146,2018, ,Estadual,2,ohasdawje,1,3584
+15149,2018, ,Estadual,2,rmhqe,1,8149
+15160,2018, ,Estadual,2,kiybsjipppz,1,11792
+15168,2018,Represa Doutor José Bonifácio Viana,Estadual,2,fubknxjkmel,0,7896
+15169,2018, ,Estadual,2,qblsnugiivi,0,7891
+15198,2018,Lagoa do Mimoso,Estadual,2,hchhxrvwlhrl,1,8302
+15204,2018, ,Estadual,2,kintvvqtthgbcl,0,7898
+15205,2018, ,Estadual,2,ggml,0,7897
+15211,2018,Lagoa de CarapicuÃba,Estadual,2,hqydchhwbrkt,1,3533
+15213,2018, ,Estadual,2,gidzf,0,7904
+15220,2018, ,Estadual,2,airnsarhntz,1,8364
+15243,2018, ,Estadual,2,flhdpmx,0,7779
+15275,2018,Represa Córrego Vendinha,Estadual,2,rwsjz,0,7932
+15289,2018,Lagoão,Estadual,2,ikxhiiugulsnf,1,22803
+15371,2018, ,Estadual,2,ldiloxjgz,1,7880
+15399,2018, ,Estadual,2,gnpwwasf,1,8325
+15412,2018, ,Estadual,2,izt,0,4033
+15430,2018, ,Estadual,2,xfofkawnahrs,0,7983
+15432,2018, ,Estadual,2,vxwgkwaklqlgti,1,7757
+15450,2018, ,Estadual,2,zqjfvgi,1,7722
+15472,2018,UHE Barra dos Coqueiros,Estadual,2,oeoiyrhuko,0,23049
+15514,2018, ,Estadual,2,vkmfkcxkykmbnhr,1,7724
+15623,2018, ,Estadual,2,xqiiynmbi,0,8210
+15652,2018, ,Estadual,2,wwojbzyut,0,3906
+15664,2018, ,Estadual,2,vegf,1,11768
+15722,2018, ,Estadual,2,czjagezfranpwq,1,11780
+15749,2018, ,Estadual,2,cqiqjhwwgremro,1,7817
+15752,2018,Barragem SIX Petrobrás,Estadual,2,afmfnyosru,0,7655
+15769,2018,Lago Guanabara,Estadual,2,eltu,1,3575
+15784,2018, ,Estadual,2,tmrjfqszbhzt,1,22802
+15785,2018, ,Estadual,2,ebx,1,7902
+15787,2018, ,Estadual,2,oqc,1,8173
+15797,2018, ,Estadual,2,omqatsfjcwtjh,0,7660
+15832,2018, ,Estadual,2,syelr,0,7699
+15880,2018, ,Estadual,2,jxjzgwxiaf,0,7685
+15884,2018, ,Estadual,2,xfzcaisf,0,7980
+15911,2018,Lagoa Iturama,Estadual,2,ruwaayeqmgnrgx,1,8288
+15913,2018, ,Estadual,2,raskxzzkcw,0,8179
+15933,2018, ,Estadual,2,itgw,1,7796
+15968,2018,Represa Balneário da Amizade,Estadual,2,kbapv,0,8072
+15970,2018, ,Estadual,2,yyne,0,7982
+16011,2018,Represa Rio Novo,Estadual,2,zih,0,7978
+16012,2018,Represa de Sant'Ana,Estadual,2,kuvvxjaiennjkb,0,7912
+16019,2018, ,Estadual,2,qze,1,8018
+16025,2018,Represa Usina Santa Adélia,Estadual,2,kbif,0,7948
+16061,2018, ,Estadual,2,uxsxgstqc,1,7723
+16071,2018, ,Estadual,2,yqbwytsrmcgwib,1,7847
+16121,2018, ,Estadual,2,ptdvq,1,7970
+16188,2018, ,Estadual,2,ihzxkntnzbj,0,7992
+16222,2018,Lagoa do Clube,Estadual,2,ezjqnzaxixado,1,3557
+16255,2018, ,Estadual,2,ftrs,1,8027
+16276,2018, ,Estadual,2,dizyqtmqm,0,8002
+16286,2018,Lagoa Maior,Estadual,2,nsaejfhnjc,1,8123
+16291,2018, ,Estadual,2,ophnluvf,1,4115
+16308,2018, ,Estadual,2,hqbhsmlfsq,1,8011
+16320,2018, ,Estadual,2,oewfjqcqvzhpq,1,7846
+16369,2018, ,Estadual,2,cesxp,0,8195
+16441,2018, ,Estadual,2,ogfwd,1,8320
+16444,2018,Lagoa Quarenta e Um,Estadual,2,klfpvd,1,7841
+16467,2018, ,Estadual,2,zheizdpd,0,7661
+16483,2018,Represa Ribeirão das Tabocas,Estadual,2,ijyny,0,7928
+16485,2018,Represa de São José do Rio Preto,Estadual,2,qpfoq,0,7816
+16491,2018,Lagoa Bonita,Estadual,2,gokvvvqykzjjjv,1,8202
+16522,2018, ,Estadual,2,urlaxjjzdjvvj,1,7858
+16536,2018, ,Estadual,2,fpsymxitvyxge,0,7905
+16539,2018, ,Estadual,2,xvioexets,1,11776
+16566,2018, ,Estadual,2,bqgqu,1,7839
+16583,2018,Lagoa Comprida,Estadual,2,gptpjzw,1,3476
+16585,2018, ,Estadual,2,oeqhxwxwgfmpz,0,7806
+16611,2018, ,Estadual,2,tmtnjpszku,1,7735
+16628,2018, ,Estadual,2,ukm,0,8037
+16629,2018, ,Estadual,2,omfggyz,1,8170
+16669,2018,Lagoa das Bichas,Estadual,2,qsbfckbxaioqll,1,8310
+16715,2018, ,Estadual,2,mzw,1,8323
+16891,2018, ,Estadual,2,wbztoqoqz,1,8034
+16944,2018,Lagoa Assombrada,Estadual,2,hqelybyfo,1,7850
+16998,2018, ,Estadual,2,gzlhzpt,0,7883
+17023,2018, ,Estadual,2,fbzls,1,8086
+17062,2018, ,Estadual,2,yhpe,1,8079
+17081,2018, ,Estadual,2,sswgmlksfsnjodz,0,11762
+17118,2018,UHE Salto do Rio Verdinho,Estadual,2,lpfpwcactsalgl,0,23048
+17161,2018, ,Estadual,2,fvyv,1,8329
+17233,2018, ,Estadual,2,pwbart,1,8138
+17248,2018, ,Estadual,2,kvlavdudltrhse,1,7785
+17269,2018, ,Estadual,2,ggltxcjbwgx,0,4079
+17292,2018, ,Estadual,2,lydmexn,1,8330
+17329,2018, ,Estadual,2,rtiu,0,11786
+17331,2018, ,Estadual,2,oojjzxhyegdprs,0,3990
+17345,2018, ,Estadual,2,qxcbtqzvgr,1,8129
+17405,2018,UHE Santa Clara,Estadual,2,jikywzu,0,7663
+17423,2018,Lagoa Embaúba,Estadual,2,rqnohhb,1,8391
+17474,2018, ,Estadual,2,ixqwvnsa,1,8144
+17499,2018, ,Estadual,2,grxh,1,7770
+17544,2018, ,Estadual,2,srtgozxursuhuh,1,7652
+17558,2018, ,Estadual,2,ytmclboww,1,4112
+17607,2018,Lagoa Formosa,Estadual,2,kukrzfueqxjbdv,1,8227
+17635,2018, ,Estadual,2,jlzbbpwoxpg,1,7997
+17648,2018,UHE Mauá,Estadual,2,qpirkv,0,23081
+17650,2018, ,Estadual,2,rxd,0,4046
+17655,2018,Lagoa do Ouro Branco,Estadual,2,eqmwogtgejnet,1,8033
+17694,2018, ,Estadual,2,swzkigatwyp,1,8194
+17704,2018, ,Estadual,2,wisaqtkqtsqgswy,1,3894
+17750,2018, ,Estadual,2,rfblpki,0,8178
+17766,2018, ,Estadual,2,pzbhuysstl,0,7690
+17770,2018, ,Estadual,2,kkzhz,1,7672
+17787,2018,PCH Mourão I,Estadual,2,nbtwyeaws,0,8101
+17794,2018, ,Estadual,2,yexijrhyejytz,0,8177
+17797,2018, ,Estadual,2,jwz,0,3779
+17833,2018, ,Estadual,2,emwg,0,4073
+17844,2018, ,Estadual,2,xhakxjzuub,0,3782
+17864,2018,Represa Rio Verde,Estadual,2,yowakvvmxpbdz,0,7957
+17866,2018,Açude da Bomba,Estadual,2,kkaaujoqb,0,7944
+17870,2018, ,Estadual,2,wvugvaasbmqng,0,3928
+17872,2018, ,Estadual,2,dsnjrds,0,3884
+17883,2018,Lago Paulo Gorski,Estadual,2,rxmmswg,0,8125
+17888,2018,PCH Ribeirão do Pinhal,Estadual,2,vdrnzxocmqv,0,3435
+17913,2018, ,Estadual,2,gaynsreo,0,8147
+17923,2018,CGH São João II,Estadual,2,mhhdwpyyecw,0,11770
+17928,2018, ,Estadual,2,etrbu,0,8287
+17930,2018, ,Estadual,2,ddoquahfmvdw,0,3984
+17932,2018,CGH PG2,Estadual,2,wjuevorxahcd,0,3883
+17934,2018,PCH São Jorge,Estadual,2,hllb,0,7679
+17975,2018, ,Estadual,2,hhsmldzk,0,8319
+17976,2018, ,Estadual,2,fpjsuvwowm,0,8197
+17978,2018, ,Estadual,2,aqmjmjsfoyi,0,22800
+17993,2018,Ribeirão Mimoso,Estadual,2,xuhfwhufyvfihxt,0,8399
+17995,2018, ,Estadual,2,cdqqdh,0,3931
+18002,2018, ,Estadual,2,jhrdjoajvivk,0,8087
+18010,2018,Represa Usina São Luiz,Estadual,2,yekxevhmtu,0,8052
+18011,2018,PCH Apucaraninha,Estadual,2,yph,0,8066
+18026,2018, ,Estadual,2,kmsz,0,3474
+18030,2018,UHE Barra Bonita,Estadual,2,ziktbcssnppvwd,0,7922
+18032,2018,UHE Assis Chateaubriand,Estadual,2,lvxuhvudhzh,0,8216
+18093,2018, ,Estadual,2,mie,1,8166
+18107,2018,Lagoa Ãgua Doce,Estadual,2,panxebwmb,1,8362
+18155,2018,Represa do Córrego da Cabeceira Comprida,Estadual,2,sikvlqcjr,0,8096
+18258,2018,Lagoa da Vaca,Estadual,2,baa,1,8334
+18275,2018,UHE Bariri,Estadual,2,vkrgydlnduzbcmq,0,22759
+18309,2018,Represa Goiás Verde,Estadual,2,cdpch,0,3926
+18316,2018, ,Estadual,2,rbbxhndnqzyphjg,0,11753
+18322,2018, ,Estadual,2,xulv,0,3887
+18336,2018, ,Estadual,2,ptxtezfxgr,0,3900
+18337,2018, ,Estadual,2,ytobnpzgzgc,0,3902
+18343,2018, ,Estadual,2,qvgg,0,8082
+18345,2018, ,Estadual,2,jnhuqrdwd,0,3927
+18353,2018, ,Estadual,2,yquejhyymhvtwwl,0,3910
+18383,2018, ,Estadual,2,untlxxkbpe,0,3923
+18393,2018,CGH Laranja Doce,Estadual,2,ziatxiid,0,8071
+18394,2018,Represa Nova,Estadual,2,eiyky,0,3544
+18419,2018,Lago Fishing Park,Estadual,2,cmtm,0,7895
+18439,2018, ,Estadual,2,vne,0,3909
+18440,2018, ,Estadual,2,gbnzqkrt,0,3908
+18453,2018, ,Estadual,2,lppgetiytosol,0,8075
+18486,2018, ,Estadual,2,ykylqrwhuftmvy,0,8095
+18499,2018, ,Estadual,2,pdoouobu,0,3914
+18516,2018, ,Estadual,2,exffutriga,0,11956
+18542,2018, ,Estadual,2,wnhyijiafggk,0,8315
+18559,2018,Barragem Lago Igapó I,Estadual,2,mchghiuwjcxku,0,8067
+18578,2018, ,Estadual,2,rbd,0,7670
+18580,2018,Represa Rio TatuÃ,Estadual,2,gfupgpy,0,7890
+18598,2018,CGH Itaquerê,Estadual,2,uwccppyqmjtbrr,0,7810
+18602,2018, ,Estadual,2,lyex,0,8024
+18608,2018,PCH Salto Curucaca II,Estadual,2,meeuhrdpmfwk,0,8064
+18609,2018, ,Estadual,2,pywrvtuq,0,7987
+18632,2018, ,Estadual,2,qdlrdcrppzmwbd,0,3989
+18650,2018, ,Estadual,2,cyqkuhhz,0,7993
+18656,2018,CGH Rio Preto,Estadual,2,gul,0,7651
+18665,2018, ,Estadual,2,wvwrhfgticfg,0,8019
+18666,2018, ,Estadual,2,cvlpgxzuqaahaef,0,7783
+18677,2018, ,Estadual,2,pxvtwhmmwpgobf,0,8309
+18694,2018,Represa Fazenda Pizzato,Estadual,2,mhvhdcbcbto,0,7657
+18696,2018, ,Estadual,2,jxwsk,0,3876
+18740,2018,Represa Usina São Martinho,Estadual,2,hkmqho,0,7940
+18759,2018, ,Estadual,2,wnbqi,0,7935
+18828,2018,Lagoa do Mato,Estadual,2,orenpoitjjefuzn,0,8022
+18830,2018, ,Estadual,2,szhz,0,3916
+18831,2018, ,Estadual,2,yoqnezodp,0,8046
+18842,2018, ,Estadual,2,qgmbyy,0,7945
+18890,2018, ,Estadual,2,gqwcyasfzu,0,8062
+18891,2018, ,Estadual,2,bdnyrcdebywo,0,8193
+18928,2018, ,Estadual,2,yqbtwllwl,0,4063
+18945,2018,PCH Jaguaricatu I,Estadual,2,nualulwtytmwhi,0,7972
+18962,2018,Represa Paramirim,Estadual,2,lgvwjydnkccz,0,3499
+18972,2018, ,Estadual,2,cbbuprgkwstnxhm,0,8211
+18993,2018, ,Estadual,2,bmfm,0,3924
+19000,2018, ,Estadual,2,uaod,0,7973
+19006,2018, ,Estadual,2,gzmoov,0,3988
+19013,2018,Represa Fazenda da Grama,Estadual,2,wtbylt,0,3489
+19065,2018,Represa Córrego Consulta,Estadual,2,nruxcgy,0,8035
+19081,2018,Represa Parque do Sabiá,Estadual,2,zybi,0,8278
+19092,2018, ,Estadual,2,bawu,0,3526
+19106,2018, ,Estadual,2,ziiuekfuxbh,0,3879
+19113,2018, ,Estadual,2,bearapazrzt,0,3885
+19116,2018,Represa São LuÃs,Estadual,2,jfrxwpbtl,0,3446
+19143,2018, ,Estadual,2,loec,0,4114
+19145,2018, ,Estadual,2,ltjzspuim,0,3877
+19150,2018, ,Estadual,2,cutbqzousojoll,0,7800
+19159,2018, ,Estadual,2,pfrrbvin,0,8250
+19163,2018, ,Estadual,2,gswowajrrsutpbm,0,3886
+19206,2018, ,Estadual,2,siucaqiahttkbmv,0,3898
+19235,2018, ,Estadual,2,xsi,0,3901
+19277,2018, ,Estadual,2,zihckxrsemm,0,4070
+19283,2018, ,Estadual,2,rnjaozcqyoixjqk,0,3911
+19288,2018, ,Estadual,2,axhqdj,0,7900
+19332,2018,PCH Pirapora,Estadual,2,neefxzttyqks,0,3542
+19356,2018, ,Estadual,2,ehogchbqzctj,0,3930
+19362,2018,UHE Rasgão,Estadual,2,avtypf,0,3444
+19380,2018,Represa Cillos,Estadual,2,meskc,0,3445
+19393,2018, ,Estadual,2,xgjhbzsews,0,11771
+19446,2018,Represa Usina São João,Estadual,2,rieqrgxrwkl,0,3503
+19494,2018, ,Estadual,2,wbzdqrpiyps,0,7889
+19495,2018,Açude Vidal Dias (PCH Xicão),Estadual,2,yzzrcpfa,0,3577
+19497,2018, ,Estadual,2,iljuamzexav,0,3517
+19511,2018, ,Estadual,2,dssatjknpaqgc,0,3987
+19537,2018, ,Estadual,2,twsnuevyglndk,0,8251
+19544,2018,PCH Cascata,Estadual,2,awdooaqnrxc,0,3536
+19565,2018, ,Estadual,2,qdevbnut,0,8259
+19568,2018, ,Estadual,2,jvgoctt,0,8111
+19569,2018, ,Estadual,2,qvirpd,0,8065
+19593,2018,PCH Jorda Flor,Estadual,2,lupdtzovrpnlrnj,0,3480
+19596,2018, ,Estadual,2,aykjznawybatpfz,0,3554
+19624,2018, ,Estadual,2,rnq,0,3892
+19642,2018, ,Estadual,2,hii,0,11861
+19645,2018, ,Estadual,2,pzuctdfnjig,0,8196
+19667,2018, ,Estadual,2,ggdinpxdvxwotra,0,11740
+19669,2018,Represa Paraitinga,Estadual,2,zcdgsdqrngduv,0,3562
+19684,2018,Represa Córrego Cruzeiro,Estadual,2,firnjd,0,3477
+19715,2018, ,Estadual,2,lfecnfpwcbhq,0,3993
+19721,2018, ,Estadual,2,ickkgvckq,0,3899
+19758,2018,Represa Areia Branca,Estadual,2,iicxhwwey,0,3492
+19766,2018, ,Estadual,2,xpeizawv,0,8209
+19790,2018,Represa do Vinte e Nove,Estadual,2,mdqzvxelewncxc,0,7927
+19792,2018, ,Estadual,2,ufdwbh,0,3541
+19794,2018,Represa Ribeirão Claro,Estadual,2,ydoobgcertxwspt,0,3509
+19812,2018, ,Estadual,2,auhdbhc,0,3488
+19818,2018, ,Estadual,2,fmwmvmyhdu,0,8343
+19826,2018, ,Estadual,2,zcmjnnxkhjgclkb,0,8397
+19855,2018, ,Estadual,2,hmjicnygjyh,0,11777
+19892,2018, ,Estadual,2,ssbgrnxfjswj,0,3515
+19897,2018, ,Estadual,2,godwalzurtxhi,0,8040
+19908,2018, ,Estadual,2,nprwu,0,7777
+19918,2018, ,Estadual,2,itcscmbclm,0,3889
+19922,2018, ,Estadual,2,itpe,0,3561
+19938,2018,PCH Santa Maria,Estadual,2,opuhwcdedxcih,0,7886
+19939,2018, ,Estadual,2,kpnc,0,8028
+19948,2018, ,Estadual,2,aorbjhpi,0,7794
+19966,2018, ,Estadual,2,cmunojbankj,0,7807
+19983,2018,Represa Usina Albertina,Estadual,2,ugimfukdulyqh,0,7937
+20014,2018, ,Estadual,2,naedk,0,8029
+20016,2018, ,Estadual,2,qfohmenifrz,0,11764
+20062,2018, ,Estadual,2,abfgsgjx,0,7656
+20073,2018,PCH ParaÃso II,Estadual,2,dqapyyxnksz,0,8262
+20081,2018,UHE Itupararanga,Estadual,2,nxttwua,0,3439
+20089,2018, ,Estadual,2,lupifkrqvltvryt,0,3457
+20091,2018, ,Estadual,2,pgkgob,0,4075
+20119,2018, ,Estadual,2,ruhlzxlkrsuffn,0,7984
+20148,2018,Represa Euclides Morelli,Estadual,2,stpco,0,3511
+20154,2018, ,Estadual,2,uqksjoezbfaqmxd,0,3893
+20172,2018, ,Estadual,2,wifsanbgmlzpcgs,0,7969
+20180,2018,Barragem Pedro Beicht,Estadual,2,avqycpqhoc,0,3530
+20193,2018, ,Estadual,2,xfgdvhvbopskc,0,11767
+20213,2018,Lago da Formiguinha,Estadual,2,twsvicufyw,0,7658
+20224,2018,CGH Agropecuária Rio ParaÃso,Estadual,2,pletmmpbtrm,0,8504
+20228,2018, ,Estadual,2,wxyjxgehfco,0,7946
+20231,2018, ,Estadual,2,ikgkdmwyf,0,7801
+20234,2018,PCH Santa Helena,Estadual,2,fluqbispgm,0,3490
+20240,2018, ,Estadual,2,ivirlvchf,0,11769
+20249,2018,Represa Clube Náutico Araraquara,Estadual,2,umcfeuckjnt,0,7931
+20276,2018, ,Estadual,2,embfvtk,0,7696
+20295,2018, ,Estadual,2,yjylgjvfil,0,4064
+20298,2018,Represa Pesque e Pague Nello Zuntini,Estadual,2,uuazoxurb,0,7999
+20308,2018,Barragem Usina Santa Rita,Estadual,2,ufoafapyhuzpf,0,7923
+20316,2018, ,Estadual,2,zvxnfvqaxsyvm,0,3915
+20326,2018,Represa da Barra,Estadual,2,eumddmosoxkz,0,7925
+20328,2018, ,Estadual,2,jaizynqcev,0,3540
+20331,2018,UHE Volta Grande,Estadual,2,nctqpucvr,0,23139
+20333,2018, ,Estadual,2,zoekjc,0,7885
+20335,2018, ,Estadual,2,jhdpmsjqyxjfbu,0,8026
+20339,2018, ,Estadual,2,fczgiqnhu,0,7812
+20388,2018, ,Estadual,2,trbp,0,4001
+20394,2018, ,Estadual,2,frjrjos,0,8213
+20396,2018, ,Estadual,2,bkvkrauxfbois,0,7986
+20399,2018, ,Estadual,2,dbookclgwnvx,0,4062
+20410,2018, ,Estadual,2,wzqbqh,0,8007
+20415,2018, ,Estadual,2,tiblevnbzh,0,8326
+20422,2018, ,Estadual,2,vsejj,0,8152
+20424,2018,Barragem Fosfértil,Estadual,2,ixmfqdk,0,4106
+20433,2018, ,Estadual,2,gaqrctpeyuq,0,8280
+20451,2018, ,Estadual,2,zykqwfv,0,11794
+20457,2018,Represa Horto Florestal de Sumaré,Estadual,2,slwznjnkjhtuzi,0,3491
+20464,2018,Represa Tabajara,Estadual,2,jcmyqboqencoylq,0,3497
+20466,2018, ,Estadual,2,htiiqwwubdihdo,0,4078
+20469,2018,Represa Usina Lambari,Estadual,2,bvmipq,0,7916
+20470,2018, ,Estadual,2,hgdjxbnqigkzfex,0,11789
+20476,2018, ,Estadual,2,zjj,0,7809
+20485,2018, ,Estadual,2,uelvdus,0,7929
+20487,2018,PCH São Bernardo,Estadual,2,mmngksgh,0,3574
+20488,2018,Represa Ãguas Claras,Estadual,2,yyt,0,23077
+20493,2018,PCH Lago Azul,Estadual,2,qcmkomeicmgu,0,3882
+20512,2018, ,Estadual,2,dnnfyxoqg,0,7888
+20526,2018,UHE Porto Góes,Estadual,2,bvwypstfg,0,23109
+20535,2018, ,Estadual,2,trqof,0,4061
+20537,2018, ,Estadual,2,qyj,0,7914
+20550,2018,Represa Bom Retiro,Estadual,2,nsgnxkbooc,0,7926
+20553,2018, ,Estadual,2,rtonpdrdvusph,0,8314
+20577,2018, ,Estadual,2,zbqhihze,0,7913
+20586,2018,Barragem HermÃnio Ometto,Estadual,2,kdwuddwlvvgxu,0,3507
+20602,2018,Barragem do Rio PiuÃ,Estadual,2,azwrvabpfzw,0,3556
+20606,2018,PCH Poço Fundo,Estadual,2,idtxp,0,3553
+20636,2018, ,Estadual,2,uwowzejeaoe,0,8199
+20644,2018, ,Estadual,2,hubfausk,0,8296
+20649,2018,Represa Ribeirão Boa Vista,Estadual,2,zwyx,0,3495
+20680,2018, ,Estadual,2,sabpty,0,8190
+20714,2018, ,Estadual,2,sgmeiakauignwl,1,7711
+20769,2018, ,Estadual,2,crigotvsvnnd,1,8305
+20780,2018, ,Estadual,2,nlgmelkzyhgxw,0,3903
+20783,2018, ,Estadual,2,olszwneumdipjwm,1,8137
+20804,2018,Barragem Rio Atibainha,Estadual,2,zglxpsov,0,3546
+20835,2018,Salto Rio Chopim,Estadual,2,icwbskhhzngi,1,7671
+20837,2018, ,Estadual,2,qky,1,4103
+20861,2018, ,Estadual,2,vnbwzeigafierwt,0,7976
+20863,2018, ,Estadual,2,zahkyujxohcdv,0,8214
+20880,2018, ,Estadual,2,lrrosgqzxfcyhfq,1,11757
+20891,2018, ,Estadual,2,cmlfpjqzxk,1,8093
+20903,2018,Represa Usina Vassununga,Estadual,2,qugfsajhcpkigwm,0,7924
+20917,2018, ,Estadual,2,ktgy,0,8014
+20980,2018,Lagoa Branca,Estadual,2,obagbenp,1,3520
+20994,2018, ,Estadual,2,bjbnh,0,8056
+21007,2018, ,Estadual,2,trivbpciv,1,7821
+21033,2018, ,Estadual,2,rjtu,1,8212
+21047,2018, ,Estadual,2,utwhuyjinnzk,0,8208
+21051,2018,Represa Ribeirão do Campo,Estadual,2,wkrfxbvnyvybvgy,0,3564
+21065,2018,Represa Usina São João,Estadual,2,zlfevmeaqpbi,0,3501
+21073,2018, ,Estadual,2,kdtjhaygqsa,0,4065
+21077,2018, ,Estadual,2,saumqpercke,0,11751
+21084,2018, ,Estadual,2,iplnas,0,8322
+21088,2018, ,Estadual,2,emmfcovpduu,0,8003
+21100,2018, ,Estadual,2,lamtzvk,0,7930
+21105,2018,Represa do Mirante,Estadual,2,vfepwhqjijduc,0,3500
+21114,2018, ,Estadual,2,siazmimerkztivk,0,8017
+21122,2018, ,Estadual,2,yyglajgu,0,3936
+21139,2018, ,Estadual,2,dafmumzvlgx,0,3432
+21175,2018,Represa Usina Lambari,Estadual,2,dyimxavj,0,7915
+21193,2018, ,Estadual,2,ykavopmclgbj,1,8021
+21205,2018, ,Estadual,2,yhu,1,11775
+21218,2018,Córrego das Lagoas,Estadual,2,fqxwssrsvl,0,8119
+21225,2018, ,Estadual,2,bvoxwpaffirvo,1,8156
+21242,2018,Represa Rio JundiaÃ,Estadual,2,zobk,0,3462
+21267,2018,PCH Batista Pilar,Estadual,2,gbvddfujxzmr,0,3481
+21293,2018, ,Estadual,2,bdexod,0,7985
+21302,2018, ,Estadual,2,pfiftplvhitusrm,0,8201
+21408,2018,Represa Lindolpho Pio da Silva Dias,Estadual,2,qnondxxmgv,0,3459
+21412,2018, ,Estadual,2,mdeuxnsbco,0,4072
+21463,2018,PCH Lobo,Estadual,2,qemvrqezmmpepw,0,7906
+21475,2018,Represa Córrego Santana,Estadual,2,nlyb,0,3478
+21487,2018, ,Estadual,2,xpqoiwrqsunm,0,3791
+21488,2018, ,Estadual,2,swnlpono,0,3919
+21524,2018, ,Estadual,2,jzspazdwnm,0,3925
+21550,2018,UHE Fundão,Estadual,2,zxfmebupcpmqv,0,23104
+21595,2018, ,Estadual,2,pmgikzbreukgyl,0,11801
+21611,2018,Represa Paulo de Paiva Castro,Estadual,2,krptbfoujd,0,3537
+21655,2018,CGH Ester,Estadual,2,bwus,0,3496
+21666,2018,Represa Taiaçupeba,Estadual,2,arpckeysoaqqucn,0,3539
+21675,2018, ,Estadual,2,idrioazw,0,7668
+21704,2018,CGH Justus,Estadual,2,tvypiyhbckulfk,0,8044
+21708,2018, ,Estadual,2,iwhfzuczemu,0,3907
+21733,2018, ,Estadual,2,ghiqqcxnp,0,7977
+21762,2018, ,Estadual,2,cbdsyeq,0,8342
+21784,2018,PCH Rochedo,Estadual,2,vsxrllbxshies,0,8249
+21820,2018, ,Estadual,2,lcigkeo,0,8374
+21823,2018, ,Estadual,2,kgnqdy,0,8254
+21824,2018,UHE Rio do Peixe,Estadual,2,skvphsaz,0,3525
+21863,2018, ,Estadual,2,pkygkz,0,8481
+21869,2018,Reservatório Cebolão,Estadual,2,ztsxxhghrbh,0,23094
+21876,2018, ,Estadual,2,odt,0,3438
+21907,2018, ,Estadual,2,aqfdiu,0,3878
+21939,2018,Represa Rio Piraquara I,Estadual,2,iinshcd,0,7686
+21944,2018, ,Estadual,2,ngepaggbrimy,0,8020
+21963,2018,Barragem EduÃno Sbardellini,Estadual,2,zdbkbh,0,3518
+21984,2018, ,Estadual,2,wqcbvpkmwxic,0,7703
+21992,2018,Reservatório Traição,Estadual,2,pwgbun,0,23091
+21993,2018,Barragem João Leite,Estadual,2,irxqyueryinhe,0,23062
+22009,2018,Represa Usina Jacarezinho,Estadual,2,gddcawe,0,8049
+22016,2018, ,Estadual,2,mnrpitvgdixvhny,0,8004
+22041,2018,Represa Usina Bonfim,Estadual,2,hdkjnahrdabw,0,7947
+22062,2018, ,Estadual,2,ebpfrbhsyzvilq,0,8200
+22074,2018,Represa Usina Nova América,Estadual,2,cqfrxsu,0,7815
+22130,2018, ,Estadual,2,noylzeqmji,1,7743
+22135,2018,PCH Jacaré Pepira,Estadual,2,jzpbkeerqtkm,0,7911
+22138,2018,Lagoa Bonita,Estadual,2,prrgp,1,7842
+22162,2018, ,Estadual,2,agggvxvpmrn,0,3800
+22172,2018, ,Estadual,2,onybeclwvsrs,0,22804
+22183,2018,Represa Velha,Estadual,2,liqxf,0,3543
+22201,2018,UHE Ibitinga,Estadual,2,repdwryh,0,8008
+22231,2018, ,Estadual,2,mgcluhozmoshate,0,3521
+22253,2018,Barragem de Rejeito Mineração Catalão,Estadual,2,xheueparb,0,8284
+22278,2018,Lagoa da Cerca,Estadual,2,jxeftkqnvarqp,1,8275
+22284,2018,Represa Sucupira,Estadual,2,zzhjmniby,0,8283
+22285,2018, ,Estadual,2,dyhwjl,0,8045
+22288,2018, ,Estadual,2,ayl,1,7881
+22292,2018, ,Estadual,2,dgbjjtd,1,3586
+22357,2018, ,Estadual,2,sfvfrtuxe,0,8001
+22398,2018,Represa Fazenda Pontal,Estadual,2,vdywymlu,0,8366
+22401,2018, ,Estadual,2,yfiucydaixdvejl,0,3920
+22409,2018, ,Estadual,2,rvdiekaygagd,0,11785
+22415,2018, ,Estadual,2,hijkxbwks,0,8373
+22419,2018, ,Estadual,2,plsf,0,3881
+22421,2018, ,Estadual,2,jcmvpzoaagujcx,0,8295
+22427,2018, ,Estadual,2,wlneup,0,8277
+22430,2018, ,Estadual,2,vxvrcob,0,11859
+22448,2018, ,Estadual,2,udhbpl,0,8375
+22466,2018, ,Estadual,2,zadu,0,8376
+22468,2018, ,Estadual,2,oewjk,0,8328
+22477,2018, ,Estadual,2,rzmwmizfmgqhi,0,8361
+22503,2018, ,Estadual,2,xdbof,0,8267
+22548,2018, ,Estadual,2,iaaskfqazjyq,0,3904
+22562,2018, ,Estadual,2,zyvxj,0,3905
+22564,2018,Açude do Moisés,Estadual,2,mxfyuwyxcbhwy,0,8389
+22569,2018, ,Estadual,2,ykk,0,4077
+22578,2018, ,Estadual,2,rgdvryyb,0,8341
+22579,2018, ,Estadual,2,ixqtuwcbjubhce,0,8332
+22581,2018, ,Estadual,2,ixvgazubats,0,8321
+22594,2018, ,Estadual,2,zcsz,0,8299
+22606,2018, ,Estadual,2,dpbscdfocukzx,0,11754
+22609,2018, ,Estadual,2,tft,0,11758
+22657,2018,PCH Salto Natal,Estadual,2,usirfr,0,8100
+22660,2018, ,Estadual,2,cbelgwlbpvev,0,8260
+22699,2018,UHE Amador Aguiar II,Estadual,2,ziezpdibq,0,23045
+22702,2018, ,Estadual,2,sxciakzdr,0,8327
+22720,2018, ,Estadual,2,crcluvjhkzvexw,0,7893
--
GitLab
From 744ce6625b8227a6500159b8db144b2e2ee6e625 Mon Sep 17 00:00:00 2001
From: "Henrique V. Ehrenfried" <hvehrenfried@inf.ufpr.br>
Date: Tue, 18 Jun 2019 08:53:01 -0300
Subject: [PATCH 19/41] Update README and README-pt
---
README-pt.md | 269 ++++++++++++++++++++++++++++++++++++++++-----------
README.md | 41 ++++----
2 files changed, 237 insertions(+), 73 deletions(-)
diff --git a/README-pt.md b/README-pt.md
index cc0e136..d5f944b 100644
--- a/README-pt.md
+++ b/README-pt.md
@@ -1,108 +1,267 @@
-# Administrador de base de dados SimCAQ/SMPPIR #
+# HOTMapper #
-Esse repositório implementa a classe DatabaseTable e funções para verificar pareamento entre
-diferentes anos inseridos no banco de dados. A ferramenta é desenvolvida em Python 3, e usa
-como base arquivos de mapeamento em formato CSV.
+Este repositório contem a ferramenta HOTMapper, o qual permite o usuário gerenciar seus dados históricos usando protocolos de mapeamento.
-Para a utilização a partir da linha de comando, a CLI manage.py pode ser utilizada sem
-que se invoque manualmente as funções a partir da linha de comando Python.
+## Dados ##
+
+Os dados abertos extraÃdos e processados pela ferramenta podem ser encontrados no link [INEP](http://portal.inep.gov.br/web/guest/microdados) na seção "Censo Escolar" e " Censo da Educação Superior".
+
+Para facilitar a execução da ferramente, nós baixamos todos os dados de "Local Oferta" no diretório `open_data`. Desta forma não é necessário procurar os dados originais.
+
+**NOTA**: É importante verificar se existem uma coluna identificando o ano do conjunto de dados
## Requisitos ##
-O utilitário foi desenvolvido em Python 3 usando a biblioteca SQLAlchemy com vistas ao banco
-de dados MonetDB. Versões futuras podem ter modificações visando a compatibilidade com outros
-bancos de dados, aproveitando as capacidades da biblioteca base.
+* Python 3 (É recomendado o uso de um ambiente virtual, como o virtualenv)
+* MonetDB (Nós temos planos de expandir o suporte de bancos de dados que o HOTMapper suporta no futuro)
+
+## Installação ##
+
+----
+**IMPORTANTE:**
+Nós assumimos queo Python 3.X está instalado na máquina que executará o HOTMapper e que todos os comandos a seguir que utilizam Python serão executados com o Python 3.x.
+----
+
+
+1) Instale o virtualenv
+
+1a) No Linux/macOS
+
+```bash
+$ sudo -H pip install virtualenv
+```
+
+1b) No Windows (with administrator privilleges)
+
+```cmd
+$ pip install virtualenv
+```
-Para a instalação dos requisitos conforme usados durante o desenvolvimento, o arquivo
-requirements.txt pode ser usado como base (Recomenda-se o uso de um ambiente virtual).
+2) Clone este repositório
```bash
-(env) $ pip install -r requirements.txt
+$ git clone git@gitlab.c3sl.ufpr.br:tools/hotmapper.git
```
-A CLI depende do módulo manage.py. Demais dependências serão listadas a seguir.
+ou
+
+```bash
+$ git clone https://github.com/C3SL/hotmapper.git
+```
+
+3) Acesse o repositório
+
+```bash
+$ cd hotmapper
+```
+
+4) Crie um ambiente virtual
+
+```bash
+$ virtualenv env
+```
+
+5) Inicie o ambiente virtual
+
+5a) No Linux/macOS
+
+```bash
+$ source env/bin/activate
+```
-### Requisitos para a interface com a base de dados ###
+5b) No Windows (com privilégios de administrador)
-* pymonetdb
-* SQLAlchemy
-* sqlalchemy-monetdb
+```cmd
+$ .\env\Scripts/activate
+```
-### Requisitos para geração de pareamentos ###
+6) Instale as dependências
+
+```bash
+$ pip install -r requirements.txt
+```
-* numpy
-* pandas
-* xlrd
-* XlsxWriter
+## Interface de Linha de Comando (CLI) ##
-## Interface de linha de comando ##
-A invocação da CLI utiliza o padrão do pacote manage.py, que é:
+A interface de linha de comando (CLI) permite a ações fornecidas pelo manage.py. Para utilizar a CLI utiliza o seguinte formato padrão:
```bash
-$ python manage.py [commando] [argumentos posicionais] [argumentos opcionais com valor]
+$ python manage.py [COMANDO] [ARGUMENTOS POSICIONAIS] [ARGUMENTOS OPCIONAIS]
```
-Os comandos já implementados são:
+Onde comando pode ser:
-* create: Cria a tabela conforme definido no protocolo de mapeamento.
+* create: Cria uma tabela usando o protocolo de mapeamento.
```bash
-$ python manage.py create <nome da tabela>
+$ python manage.py create <nome_da_tabela>
```
-O único argumento usado é o nome da tabela. O script procurará por um protocolo de
-mapeamento com o mesmo nome para a busca do esquema das colunas.
+**IMPORTANTE:** O HOTMapper usará o nome do protocolo como o nome da tabela
+
-* insert: insere um arquivo de dados em formato CSV ou similar em uma tabela existente.
+* insert: Insere um arquivo CSV em uma tabela existente.
```bash
-$ python manage.py insert <caminho para o arquivo> <nome da tabela> <ano> [--sep separador] [--null valor_nulo]
+$ python manage.py insert <caminho/completo/para/o/arquivo> <nome_da_tabela> <ano> [--sep separador] [--null valor_null]
+```
+
```
+<caminho/completo/para/o/arquivo> : O caminho absoluto para o arquivo
+
+<nome_da_tabela>: O nome da tabela onde o arquivo será inserido
-O caminho para o arquivo deve ser absoluto. A tabela utilizada deve existir e estar
-sincronizada com o protocolo de mapeamento correspondente. O separador padrão utilizado
-é ponto e vÃrgula (';'); caso outros separadores sejam utilizados pelo arquivo fonte,
-devem ser especificados com --sep (por exemplo --sep \\| para pipe). O valor nulo padrão
-é string vazia. Caso outro valor seja usado, deve ser especificado com --null.
+<ano>: A coluna do protocolo de mapeamento que o HOTMapper deve usar para inserir os dados
-* drop: derruba uma tabela do banco de dados.
+[--sep separador]: O separador personalizado do CSV. Para mudar, você deve substituir 'separador' com o separador que seu arquivo usa.
+
+[--null valor_null]: Define o que substituirá o valor nulo. Substitua 'valor_nulo' com o que quiser que seja o valor nulo
+
+```
+
+* drop: Apaga uma tabela do banco de dados
```bash
-$ python manage.py drop <nome da tabela>
+$ python manage.py drop <nome_da_tabela>
```
-O comando não contorna chaves estrangeiras que apontem para a tabela, e o banco de dados
-pode retornar um erro caso exista alguma.
+**IMPORTANTE:** O comando não gerencia chaves estrangeiras que apontam para a tabela que está sendo excluÃda.
-* remap: sincroniza uma tabela com o protocolo de mapeamento.
+* remap: sincroniza a tabela com os mapeamentos
```bash
-$ python manage.py remap <nome da tabela>
+$ python manage.py remap <nome_da_tabela>
```
+Este comando deve ser executado toda vez que a definição dos mapeamentos são atualizadas.
-Esse comando deve ser utilizado sempre que um protocolo de mapeamento for atualizado.
+O rema permite a criação de novas colunas, a exclusão de colunas existentes, a renomeação de columnas e a modificação de tipo das colunas. Preste atenção que quanto maior a tabela sendo atualizada, maior o uso de memória RAM.
-O remapeamento permite a criação de novas colunas, derrubada de colunas existentes,
-renomeamento de colunas e mudança de tipo. Dependendo do tamanho da tabela, o uso de
-memória primária pode ser intenso.
+* update_from_file: Atualiza os dados em um tabela
-* generate_pairing_report: gera relatórios de pareamento para comparação de dados ano
-a ano.
+```bash
+$ python manage.py update_from_file <arquivo_csv> <nome_da_tabela> <ano> [--columns="column_name1","column_name2"] [--sep=separador]
+```
+
+* generate_pairing_report: gera relatórios para comparar os dados de diferentes anos.
```bash
$ python manage.py generate_pairing_report [--output xlsx|csv]
```
-Os relatórios são criados na pasta pairing. Caso o formato não seja especificado,
-csv será utilizado (um arquivo será criado para cada tabela). Caso xlsx seja o formato
-utilizado, um arquivo será criado com todas as tabelas separadas em diferentes planilhas.
+Os relatórios serão criados no diretório "pairing"
-* generate_backup: Cria/Atualiza o arquivo monitorado para o backup.
+
+* generate_backup: Cria/Atualiza um arquivo de backup da base de dados.
```bash
$ python manage.py generate_backup
```
-O arquivo é criado ou atualizado na máquina onde o banco de dados da produção está,
-o procedimento de backup da equipe de infraestrutura o monitora para realizar o procedimento.
\ No newline at end of file
+## Cenários demonstrativos ##
+
+Nesta Seção nós explicaremos como executar os cenários demonstrativos que foram enviados para a conferência EDBT 2019. No cenário 1 será utilizado o conjunto de dados de "local oferta", o qual está incluÃdo no diretório `open_data`. O cenário 2 utiliza o conjunto de dados "matrÃcula", o qual pode ser baixado do [Link do INEP](http://portal.inep.gov.br/web/guest/microdados) na seção "Censo Escolar".
+
+Em ambos os cenários nós assumimos que você iniciou o ambiente virtual como explicado na Seção `Instalação - 5`;
+
+### Cenário 1 ###
+
+Esta Seção contem os comandos usados no cenário 1, os quais criam uma tabela e adicionam os dados correspondentes.
+
+
+1) Primeiro nós precisamos criar a tabela no banco de dados. Para fazer isso execute o seguinte comando:
+```bash
+$ ./manage.py create localoferta_ens_superior
+```
+
+2) Agora, que nós já temos o protocolo de mapeamento, nós precisamos inserir os dados abertos no banco de dados. Para fazer isso nós precisamos executar os seguintes comandos:
+
+**IMPORTANTE:** CAMINHO_DO_ARQUIVO é o **_caminho completo_** para o diretório que o dado aberto está localizado, por exemplo (em um ambiente Linux): `/home/c3sl/HOTMapper/open_data/DM_LOCAL_OFERTA_2010.CSV`
+
+
+a) Para inserir 2010:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2010.CSV localoferta_ens_superior 2010 --sep="|"
+```
+
+b) Para inserir 2011:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2011.CSV localoferta_ens_superior 2011 --sep="|"
+```
+
+c) Para inserir 2012:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2012.CSV localoferta_ens_superior 2012 --sep="|"
+```
+
+d) Para inserir 2013:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2013.CSV localoferta_ens_superior 2013 --sep="|"
+```
+
+e) Para inserir 2014:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2014.CSV localoferta_ens_superior 2014 --sep="|"
+```
+
+f) Para inserir 2015:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2015.CSV localoferta_ens_superior 2015 --sep="|"
+```
+
+g) Para inserir 2016:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2016.CSV localoferta_ens_superior 2016 --sep="|"
+```
+
+### Cenário 2 ###
+
+Esta Seção contem os comandos usados no cenário 2, os quais são uma atualização de uma tabela.
+
+
+1) Primeiro nós precisamos criar a tabela no banco de dados. Para fazer isso execute o seguinte comando:
+```bash
+$ ./manage.py create matricula
+```
+
+2) Agora, que nós já temos o protocolo de mapeamento, nós precisamos inserir os dados abertos no banco de dados. Para fazer isso nós precisamos executar os seguintes comandos:
+
+**IMPORTANTE:** CAMINHO_DO_ARQUIVO é o **_caminho completo_** para o diretório que o dado aberto está localizado, por exemplo (em um ambiente Linux): `/home/c3sl/HOTMapper/open_data/MATRICULA_2013.CSV`
+
+a) Para inserir 2013:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/MATRICULA_2013.CSV matricula 2013 --sep="|"
+```
+
+b) Para inserir 2014:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/MATRICULA_2014.CSV matricula 2014 --sep="|"
+```
+
+c) Para inserir 2015:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/MATRICULA_2015.CSV matricula 2015 --sep="|"
+```
+
+d) Para inserir 2016:
+```bash
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/MATRICULA_2016.CSV matricula 2016 --sep="|"
+```
+
+3) Mude o protocolo de mapeamento de matrÃcula. Você pode usar o protocolo `matricula_remap.csv` ( Para fazer isso, renomeie o atual `matricula.csv` para qualquer outra coisa e o `matricula_remap.csv` para `matricula.csv`). Neste caso, a única coluna que mudará é a "profissionalizante", porque agora, ao invés de `ELSE returns 0` ela retorna `9`.
+
+4) Rode o comando remap
+
+```bash
+$ ./manage.py remap matricula
+```
+
+O comando acima atualizará a tabela `Fonte` e o esquema da tabela `matricula`
+
+5) Atualize a tabela
+
+```bash
+$ ./manage.py update_from_file CAMINHO_DO_ARQUIVO/MATRICULA_2013.CSV matricula 2013 --columns="profissionalizante" --sep="|"
+```
+
+O comando acima atualizará os dados na tabela `matricula`.
\ No newline at end of file
diff --git a/README.md b/README.md
index 55bfa51..c17fbb8 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
# HOTMapper #
-This respository contains the HOTMapper tool, a tool that allows the user to manage his historical data using a mapping protocol. This specific version is freezed for demonstration purposes for the EDBT 2019 conference.
+This respository contains the HOTMapper tool, a tool that allows the user to manage his historical data using a mapping protocol.
## Table of content ##
@@ -17,9 +17,9 @@ This respository contains the HOTMapper tool, a tool that allows the user to man
The Open Data sources extracted and processed by the tool can be found at the link: [INEP](http://portal.inep.gov.br/web/guest/microdados) in the section "Censo Escolar" and "Censo da Educação Superior".
-To make it easier to execute the tool, we have dowloaded all data from "Local Oferta" is in the directory open_data. This way it is not necessary to search for the original sources.
+To make it easier to execute the tool, we have dowloaded all data from "Local Oferta" is in the directory `open_data`. This way it is not necessary to search for the original sources.
-**NOTE**: It's important to verify if there is a column identifying the year of the dataset;
+**NOTE**: It's important to verify if there is a column identifying the year of the dataset
## Requirements ##
@@ -30,7 +30,7 @@ To make it easier to execute the tool, we have dowloaded all data from "Local Of
----
**NOTICE:**
-We assume thatPython 3.x is installed in the local computer and that all the following commands that use Python will use Python 3.x.
+We assume that Python 3.x is installed in the local computer and that all the following commands that use Python will use Python 3.x.
--
1) Install virtualenv
@@ -52,6 +52,11 @@ $ pip install virtualenv
```bash
$ git clone git@gitlab.c3sl.ufpr.br:tools/hotmapper.git
```
+or
+
+```bash
+$ git clone https://github.com/C3SL/hotmapper.git
+```
3) Go to the repository
@@ -85,7 +90,7 @@ $ .\env\Scripts/activate
$ pip install -r requirements.txt
```
-## Command Line Interface ##
+## Command Line Interface (CLI) ##
The CLI (Command Line Interface) uses the standard actions provided by manage.py, which means that to invoke a command it follows the following patterns:
@@ -101,7 +106,7 @@ Where COMMAND can be:
$ python manage.py create <table_name>
```
-**Notice** that the HOTMapper will use the name of the protocol as the name of the table.
+**NOTICE** that the HOTMapper will use the name of the protocol as the name of the table.
* insert: Inserts a CSV file in an existing table.
@@ -164,23 +169,23 @@ $ python manage.py generate_backup
```
## Demo scenarios ##
-In this Section we will explain how to execute the demo scenarios that were submitted to EDBT 2019. Demo scenario 1 uses the dataset "local oferta", which is included in the directory open_data. Demo scenario 2 uses the dataset "matricula" which can be downloaded from the [INEP's Link ](http://portal.inep.gov.br/web/guest/microdados) in the section "Censo Escolar".
+In this Section we will explain how to execute the demo scenarios that were submitted to EDBT 2019. Demo scenario 1 uses the dataset "local oferta", which is included in the directory `open_data`. Demo scenario 2 uses the dataset "matricula" which can be downloaded from the [INEP's Link ](http://portal.inep.gov.br/web/guest/microdados) in the section "Censo Escolar".
-In both scnearios, we assume that you started the virtual environment as explained in Section `Installation - 5`
+In both scenarios, we assume that you started the virtual environment as explained in Section `Installation - 5`
### Demo scenario 1 ###
-This section contains the commands used in the scenario 1, which is the creation of a new data source and the inclusion of the corresponding data.
+This Section contains the commands used in the scenario 1, which is the creation of a new table and the inclusion of the corresponding data.
-1) First we need to create the database, to do so we execute the following command:
+1) First we need to create the table in the database, to do so we execute the following command:
```bash
$ ./manage.py create localoferta_ens_superior
```
-2) Now, as we already have the mapping definition, we need to insert the open data in the data base. To do it we must execute the following commands:
+2) Now, as we already have the mapping definition, we need to insert the open data in the database. To do it we must execute the following commands:
-**NOTE:** FILEPATH is the **_full path_** for the directory where the open data table is, for example (in a Linux environment): `/home/c3sl/HOTMapper/open_data/DM_LOCAL_OFERTA_2010`
+**NOTE:** FILEPATH is the **_full path_** for the directory where the open data table is, for example (in a Linux environment): `/home/c3sl/HOTMapper/open_data/DM_LOCAL_OFERTA_2010.CSV`
a) To insert 2010:
@@ -220,10 +225,10 @@ $ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2016.CSV localoferta_ens_superior
### Demo scenario 2 ###
-This section contains the commands used in the scenario 2, which is an update of an existing data source.
+This Section contains the commands used in the scenario 2, which is an update of an existing table.
-1) First we need to create the database, to do so execute the following command:
+1) First we need to create the table in the database, to do so we execute the following command:
```bash
$ ./manage.py create matricula
```
@@ -252,19 +257,19 @@ d) To insert 2016:
$ ./manage.py insert FILEPATH/MATRICULA_2016.CSV matricula 2016 --sep="|"
```
-3) Change the matricula's mapping protocol. You can use the `matricula_remap.csv` (To do so, rename the current `matricula.csv` to something else and the `matricula_remap.csv` to `matricula.csv`). In that case, the only column that will change is the "profissionalizante", because now, instead of the ELSE returns 0 it returns 9.
+3) Change the matricula's mapping protocol. You can use the `matricula_remap.csv` (To do so, rename the current `matricula.csv` to something else and the `matricula_remap.csv` to `matricula.csv`). In that case, the only column that will change is the "profissionalizante", because now, instead of the `ELSE returns 0` it returns `9`.
4) Run the remap command
```bash
$ ./manage.py remap matricula
```
-The above command will update the table `Fonte` and the schema from the table matricula
+The above command will update the table `Fonte` and the schema from the table `matricula`
5) Update the table
```bash
-$ ./manage.py update_from_file /FILEPATH/MATRICULA_2013.CSV matricula 2013 --columns="profissionalizante" --sep="|"
+$ ./manage.py update_from_file FILEPATH/MATRICULA_2013.CSV matricula 2013 --columns="profissionalizante" --sep="|"
```
-The above command will update the data in the table matricula.
+The above command will update the data in the table `matricula`.
--
GitLab
From aa4d04469e36a4e57c21d0202a6a51d0745ea08c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Wed, 26 Jun 2019 08:39:21 -0300
Subject: [PATCH 20/41] Add year_column to settings
---
database/database_table.py | 4 ++--
settings.py | 3 +++
2 files changed, 5 insertions(+), 2 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index 99b0f91..73cd16a 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -836,7 +836,7 @@ class DatabaseTable(Table):
fk_column = ttable.columns.get(fk_column.name)
query = query.where(fk_column == fkey)
if year:
- query = query.where(ttable.c.ano_censo == year)
+ query = query.where(ttable.columns.get(settings.YEAR_COLUMN) == year)
yield query
def apply_derivatives(self, ttable, columns, year, bind=None, dbonly=False):
@@ -908,7 +908,7 @@ class DatabaseTable(Table):
for fk_column, fkey in fk_tuples:
selecter = selecter.where(fk_column == fkey)
if year:
- selecter = selecter.where(self.c.ano_censo == year)
+ selecter = selecter.where(self.columns.get(settings.YEAR_COLUMN) == year)
query = update(self).values(**{column.name: selecter})
diff --git a/settings.py b/settings.py
index 1166eb2..c18a6bd 100644
--- a/settings.py
+++ b/settings.py
@@ -35,6 +35,9 @@ DATABASE_HOST = 'localhost'
# Database to connect to
DATABASE = 'hotmapper_demo'
+# Column used to run aggregations and denormalizations
+YEAR_COLUMN = 'ano_censo'
+
# URI structure. Standards to login:password model, but can be changed as needed.
DATABASE_URI = '{}://{}:{}@{}/{}'.format(DATABASE_DIALECT, DATABASE_USER,
DATABASE_USER_PASSWORD, DATABASE_HOST, DATABASE)
--
GitLab
From e9acccdd807eb443125d09b77375aa0356f3b187 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Wed, 26 Jun 2019 09:00:38 -0300
Subject: [PATCH 21/41] Add verify_data to run aggregations test
---
.../verify_data_aggregations.csv | 1059 +++++++++++++++++
1 file changed, 1059 insertions(+)
create mode 100644 tests/database_test_data/verify_data_aggregations.csv
diff --git a/tests/database_test_data/verify_data_aggregations.csv b/tests/database_test_data/verify_data_aggregations.csv
new file mode 100644
index 0000000..ace809d
--- /dev/null
+++ b/tests/database_test_data/verify_data_aggregations.csv
@@ -0,0 +1,1059 @@
+id,ano,nome,adm,adm_id,random_string,tipo_id,esp_id
+2,2018,Represa do Descoberto,Federal,1,mzeac,,8255
+14,2018,UHE Rosana,Federal,1,lwyoatwt,,8107
+23,2018,UHE Canoas II,Federal,1,sovogkygri,,22900
+27,2018,UHE Salto Osório,Federal,1,nxhimmrytnrf,,7673
+39,2018,Represa Santa Maria,Federal,1,tqyphlz,,3946
+67,2018,Lagoa São João,Federal,1,wcnpqmya,,11871
+70,2018,UHE Salto Grande,Federal,1,bwgyjijn,,8053
+80,2018,Represa HercÃlio Nardi e Albino Perin,Federal,1,rqnrl,,3912
+157,2018,UHE Ourinhos,Federal,1,wuptmsnjfc,,23122
+159,2018,UHE Paranapanema,Federal,1,zpudggeboy,,23088
+173,2018,UHE Canoas I,Federal,1,hwxuphddpkqw,,23036
+175,2018,UHE Porto Colômbia,Federal,1,gqt,,8276
+207,2018,UHE Americana,Federal,1,jhzff,,3494
+247,2018,UHE Governador Bento Munhoz da Rocha Neto,Federal,1,fvsakywd,,7659
+248,2018,Lagoa do Sossego,Federal,1,dlcp,,11727
+251,2018, ,Federal,1,syjekho,,4083
+258,2018,UHE Furnas,Federal,1,aaomnd,,3460
+260,2018,UHE Governador José Richa,Federal,1,txnecf,,7674
+264,2018,UHE Emborcação,Federal,1,xmlabaegovu,,21665
+266,2018,UHE Salto Santiago,Federal,1,hscbiagulspwupk,,7664
+288,2018,UHE Batalha,Federal,1,qlwprkibuikrfb,,23060
+309,2018,Represa Agriter I,Federal,1,hltjdmysqppgc,,3921
+321,2018, ,Federal,1,kywvyplfwkgrc,,11868
+328,2018,UHE Corumbá I,Federal,1,hnzwamsh,,8240
+329,2018,UHE Itumbiara,Federal,1,ykoyehunevkfpgq,,8228
+339,2018,UHE Caconde,Federal,1,fsszvgfh,,3434
+351,2018,UHE Marechal Mascarenhas de Moraes,Federal,1,lshiccgre,,3529
+355,2018,UHE São Simão,Federal,1,czaunauahp,,8293
+366,2018,UHE Porto Primavera,Federal,1,saf,,7773
+414,2018,UHE Marimbondo,Federal,1,ddqebji,,8042
+419,2018,UHE Ãgua Vermelha,Federal,1,dwlixfab,,8292
+433,2018,UHE Chavantes,Federal,1,ltiqspdjvvarh,,7994
+437,2018,UHE Serra do Facão,Federal,1,ipnognnrmktd,,23059
+450,2018,UHE Governador Ney Aminthas de Barros Braga,Federal,1,pgxttw,,7337
+458,2018,UHE Jurumirim,Federal,1,fqlmixktuabiqzn,,8217
+464,2018,UHE Camargos,Federal,1,lszvgf,,3578
+468,2018,UHE Capivara,Federal,1,fkjuiomzzaw,,8074
+480,2018,UHE Ilha Solteira,Federal,1,zelufafbzavif,,8242
+487,2018,UHE Itutinga,Federal,1,omdjnpivef,,3595
+489,2018,UHE Cachoeira Dourada,Federal,1,hcp,,8398
+490,2018,Represa Fazenda Pamplona,Federal,1,ekdmnppiafjq,,3922
+495,2018,UHE Jupiá,Federal,1,ienuqzsppjg,,8124
+507,2018,UHE Paranoá,Federal,1,fdfszhsqqh,,3945
+528,2018,UHE Jaguara,Federal,1,ozanaulocwodm,,3793
+547,2018,UHE Funil,Federal,1,agviwukkxxeaxj,,3581
+549,2018,UHE Volta Grande,Federal,1,qvlseprbitn,,21663
+596,2018,Barragem Fazenda Poço Claro ou Lamerão,Federal,1,riqkrs,,3934
+610,2018,Barragem na Ãrea A Módulo 12 do PADF,Federal,1,ibiywd,,23126
+645,2018,UHE Taquaruçu,Federal,1,qcuhs,,8106
+719,2018,UHE Estreito,Federal,1,kaebpketpzxid,,3792
+725,2018,UHE Euclides da Cunha,Federal,1,ntrdndpoakx,,3522
+733,2018,Represa no Ribeirão das Antas,Federal,1,wylopxwu,,3551
+741,2018,UHE Piraju,Federal,1,qistox,,7990
+764,2018,UHE Limoeiro,Federal,1,uipvlgfxhjm,,3523
+807,2018,UHE Igarapava,Federal,1,glafxuzpyty,,23037
+855,2018,UHE Itaipu,Federal,1,rnih,,11735
+970,2018,UHE Rolador,Federal,1,oou,,23114
+982,2018,Barragem Rio Cachoeira,Federal,1,ehlrgwa,,3549
+1039,2018,UHE Eloy Chaves,Federal,1,xze,,23113
+1047,2018,Represa Usina de Atibaia,Federal,1,pifzmvd,,3545
+1048,2018,PCH Padre Carlos,Federal,1,lwxwmjikzwgsod,,23117
+1077,2018,PCH Retiro Velho,Federal,1,mcopgtp,,23052
+1096,2018, ,Federal,1,lnreel,,11742
+1117,2018,Barragem no Ribeirão Samambaia,Federal,1,axagrwizcrf,,3938
+1128,2018,CGH São José,Federal,1,wxrepvficeneml,,3449
+1208,2018, ,Federal,1,zsdbkwrzuxbeej,,8263
+1252,2018,Lagoa dos Padres,Federal,1,vjqymkssbbxinp,,11726
+1355,2018,Lagoa do Jacaré,Federal,1,qyihlxtihivejnu,,11872
+1491,2018,Lagoa Jatobá,Federal,1,snr,,11869
+1767,2018,PCH Planalto,Federal,1,fvumwwnejsors,,23053
+1782,2018,Represa Agriter II,Federal,1,eio,,3913
+1824,2018, ,Federal,1,uupvoqquedxu,,3588
+1834,2018,Barragem Rio JacareÃ-Jaguari,Federal,1,glzqstbwvqfrgzh,,3458
+1839,2018,UHE Jaguari,Federal,1,gjsxnvwkaycl,,23115
+1945,2018, ,Estadual,2,cjycryunrnxiofi,,7894
+2382,2018,PCH Antas I,Federal,1,umfmenksmx,,23129
+2447,2018,Lagoa Azul,Federal,1,caksg,,11743
+2461,2018, ,Estadual,2,rgemgiupopj,,7715
+2531,2018, ,Estadual,2,zqb,,3937
+2544,2018, ,Estadual,2,ugkuvjgulelmfu,,8205
+2571,2018,CGH Bortolan,Federal,1,bggfdgobzby,,3524
+2578,2018,Lagoa Xambré,Federal,1,nhodcorcwmwk,,11870
+2581,2018, ,Estadual,2,jzxht,,3935
+2593,2018,Reservatório Penha,Estadual,2,pkqimzvyh,,3534
+2618,2018,PCH Mogi-Guaçu,Federal,1,ozqwxkme,,3436
+2668,2018,Barragem Fazenda São Jacó,Federal,1,jujjpnwbfzyb,,3939
+2761,2018,Lagoa Saraiva,Federal,1,ryywwoo,,11866
+2792,2018, ,Estadual,2,jrbbbfovgng,,7734
+2793,2018,Lagoa do Chato,Estadual,2,hmqdmihohp,,8359
+2796,2018, ,Estadual,2,bghbg,,8235
+2804,2018, ,Estadual,2,cypoqdfktk,,7901
+2815,2018, ,Estadual,2,fcatpt,,7961
+2826,2018, ,Estadual,2,eckrqzisesjeuvy,,8080
+2831,2018, ,Estadual,2,hsydfcilwejmg,,8273
+2862,2018, ,Estadual,2,cmdrfal,,8266
+2869,2018,Lagoa Segunda,Estadual,2,tatwito,,8155
+2908,2018, ,Estadual,2,mbhcthmvmfl,,8483
+2921,2018,Lago Rio Tietê,Estadual,2,mmxcuahqadt,,3440
+2924,2018,Lagoa do Tabuão,Estadual,2,jckix,,3433
+2933,2018, ,Estadual,2,kqeewsxxfe,,8186
+2957,2018, ,Estadual,2,sad,,8114
+2976,2018,Lagoa Limpa,Estadual,2,efcz,,8038
+2985,2018, ,Estadual,2,ssnprswqu,,7784
+2995,2018, ,Estadual,2,lbevhtfoukkflpl,,8181
+3008,2018, ,Estadual,2,dtzfsy,,8143
+3023,2018, ,Estadual,2,doqtvhsenomuox,,7732
+3046,2018, ,Estadual,2,wmaxuzrwaxnkk,,7820
+3075,2018, ,Estadual,2,ojkbnf,,8103
+3102,2018,PCH Bom Jardim,Estadual,2,ujqbvyzfmwonef,,8279
+3118,2018, ,Estadual,2,hypbimqizmiwwr,,7739
+3125,2018, ,Estadual,2,wnvj,,7838
+3155,2018, ,Estadual,2,sijtkfr,,3891
+3157,2018, ,Estadual,2,erhhb,,3552
+3161,2018, ,Estadual,2,asee,,8136
+3167,2018, ,Estadual,2,kosit,,3929
+3202,2018, ,Estadual,2,jeeavxspsr,,8174
+3209,2018, ,Estadual,2,zts,,7788
+3248,2018, ,Estadual,2,bvesvanta,,7798
+3250,2018, ,Estadual,2,xirfnlmfu,,8340
+3275,2018, ,Estadual,2,wrxuamebifvhzlt,,11755
+3289,2018,Lago Rio Tietê,Estadual,2,ekrr,,3441
+3311,2018, ,Estadual,2,adzqehetmn,,8264
+3383,2018,Lago Maracá,Estadual,2,divtbu,,8025
+3386,2018, ,Estadual,2,nklmkhvia,,7833
+3408,2018, ,Estadual,2,ucyq,,3888
+3412,2018, ,Estadual,2,ikmgvracq,,7872
+3461,2018, ,Estadual,2,igshcfiwkrffudv,,7979
+3465,2018,Lagoa Bonita,Estadual,2,yrmistctzlxum,,3949
+3469,2018, ,Estadual,2,vtbkcsnwpfbuzho,,8215
+3475,2018, ,Estadual,2,rihqoitib,,8396
+3498,2018, ,Estadual,2,geabnzwqsmytk,,8005
+3535,2018, ,Estadual,2,txnbfkc,,8006
+3537,2018, ,Estadual,2,kzdqixdhgna,,8078
+3568,2018, ,Estadual,2,uqev,,7991
+3596,2018, ,Estadual,2,jszjtgvqarzgbqo,,8140
+3629,2018, ,Estadual,2,qgl,,3487
+3631,2018, ,Estadual,2,vjxjrw,,8204
+3644,2018,Lago Rio Tietê,Estadual,2,sgltqaypxhncwth,,3443
+3669,2018, ,Estadual,2,ikdrgzuxmmtrnih,,7678
+3688,2018, ,Estadual,2,rrzhbmvmzzq,,7697
+3696,2018, ,Estadual,2,ijfzm,,8043
+3742,2018, ,Estadual,2,zswm,,8258
+3769,2018, ,Estadual,2,ajylxfujp,,8192
+3772,2018, ,Estadual,2,mheulznynqslstc,,8127
+3780,2018, ,Estadual,2,sxw,,8060
+3801,2018, ,Estadual,2,evagjytmrypvm,,11788
+3808,2018, ,Estadual,2,mcqsbsaevvy,,7776
+3813,2018, ,Estadual,2,xoitsrc,,7769
+3820,2018, ,Estadual,2,qircmyzk,,3516
+3822,2018, ,Estadual,2,gzdjvgycczntvis,,7775
+3836,2018, ,Estadual,2,jhjthmqwvubgfi,,7949
+3873,2018,Barragem Guariroba,Estadual,2,uktwjneydqsyyvn,,11799
+3905,2018,Represa de José Jorge,Estadual,2,objkylofp,,8054
+3913,2018,Represa Ribeirão do Alegre,Estadual,2,oihsduutelwrh,,8055
+3921,2018,Represa Usina SeverÃnia,Estadual,2,hlaxrmmvs,,8039
+3927,2018, ,Estadual,2,zdpkzh,,8032
+3950,2018,Lagoa do Grilo,Estadual,2,nou,,8303
+4007,2018,Represa Usina Colombo,Estadual,2,axgchyxp,,8010
+4016,2018, ,Estadual,2,ndhjgqf,,8339
+4018,2018, ,Estadual,2,wxs,,7857
+4019,2018, ,Estadual,2,fozabfpbozrwk,,7964
+4033,2018, ,Estadual,2,iph,,7813
+4050,2018, ,Estadual,2,toymkev,,7834
+4053,2018,Barragem Rio Harmonia,Estadual,2,sicvyp,,8047
+4091,2018, ,Estadual,2,eloud,,8355
+4129,2018,Represa Três Barras,Estadual,2,ermqtaqnl,,8051
+4138,2018, ,Estadual,2,ewjiazhhvpgvc,,7939
+4155,2018,Represa Usina Nardini,Estadual,2,hknvzoao,,8009
+4160,2018, ,Estadual,2,pgcye,,7698
+4171,2018, ,Estadual,2,efg,,22731
+4183,2018, ,Estadual,2,uibk,,11763
+4204,2018,Lagoa do Jacaré,Estadual,2,fmtm,,8360
+4209,2018, ,Estadual,2,dhkrakhmttbfr,,11781
+4220,2018, ,Estadual,2,qzqdqxuzqlvdzps,,7844
+4226,2018, ,Estadual,2,upopohuk,,7835
+4261,2018, ,Estadual,2,estgfmo,,7996
+4274,2018, ,Estadual,2,igimmru,,7919
+4282,2018, ,Estadual,2,wmqiaef,,7829
+4288,2018,Lagoa Bambu,Estadual,2,gxvgxykoaxccf,,7843
+4301,2018, ,Estadual,2,jeaotvfj,,3798
+4310,2018, ,Estadual,2,fbxszsdzopupj,,8000
+4316,2018, ,Estadual,2,shvkw,,8203
+4325,2018, ,Estadual,2,wfaopgqfnu,,7740
+4333,2018,Lagoa do Quilim,Estadual,2,osnnvkzelmxm,,7824
+4340,2018, ,Estadual,2,xtgvfi,,7884
+4350,2018, ,Estadual,2,jcjgegbsv,,7921
+4360,2018, ,Estadual,2,nwddziplkhekk,,3788
+4371,2018, ,Estadual,2,dhwbufk,,7873
+4403,2018,Lagoa da Cana,Estadual,2,hkiw,,8023
+4411,2018, ,Estadual,2,wyucxonmofoxhmt,,7855
+4427,2018, ,Estadual,2,rpssjtemhqt,,7868
+4428,2018, ,Estadual,2,qxrcvdrwsdem,,11798
+4437,2018, ,Estadual,2,npxscleqp,,3582
+4454,2018, ,Estadual,2,dfslbdahzioulul,,7848
+4472,2018, ,Estadual,2,wgzzcyw,,8164
+4476,2018, ,Estadual,2,iyvcxsti,,7989
+4487,2018, ,Estadual,2,jzrd,,7751
+4510,2018, ,Estadual,2,wpffobtenrmq,,7981
+4578,2018, ,Estadual,2,rcmvunpvfdvzyoh,,7748
+4579,2018, ,Estadual,2,hezqxtkuqx,,7691
+4616,2018, ,Estadual,2,ghsgjusyqrq,,7749
+4650,2018, ,Estadual,2,upaebtkqe,,7747
+4680,2018, ,Estadual,2,lyoislzyv,,7745
+4725,2018,Lagoa Escondida,Estadual,2,gaotvbsgw,,8363
+4751,2018,Lagoa da Brejaúba,Estadual,2,ocaxolpy,,8223
+4760,2018, ,Estadual,2,pwdewfornsrl,,7736
+4778,2018, ,Estadual,2,sxlhdpucaxh,,8502
+4787,2018, ,Estadual,2,zojmauchnhjyalv,,3585
+4833,2018, ,Estadual,2,onpojlxdw,,3576
+4843,2018, ,Estadual,2,ienwfsz,,7701
+4865,2018, ,Estadual,2,aedfiskzvdzp,,8157
+4886,2018, ,Estadual,2,rtxsggobl,,7864
+4891,2018, ,Estadual,2,nick,,7771
+4903,2018,Represa Rio Iratim,Estadual,2,turhbsn,,7631
+4918,2018, ,Estadual,2,dhgjbezivabsje,,7861
+4921,2018, ,Estadual,2,xzqkhbzlfxofk,,7772
+4931,2018, ,Estadual,2,nknpbemlzsnx,,8036
+4942,2018, ,Estadual,2,afwueinsc,,7744
+4946,2018, ,Estadual,2,ufzxhulqriqtqgg,,7719
+4950,2018,Lagoa do Canto,Estadual,2,luyof,,8230
+4966,2018, ,Estadual,2,wnwvxycpdf,,7645
+4982,2018, ,Estadual,2,nonumbjyidxqzsk,,11779
+4985,2018, ,Estadual,2,jwnexrpqx,,7762
+4997,2018,Lagoa dos Peixes,Estadual,2,lpfhtcyeivpwvx,,3475
+5012,2018, ,Estadual,2,iedrlb,,8145
+5060,2018, ,Estadual,2,hpqriyjylfxsz,,7746
+5167,2018, ,Estadual,2,bqfsjcpuolysfky,,7680
+5179,2018, ,Estadual,2,xcwuvjwvd,,3797
+5194,2018, ,Estadual,2,zuqsfzgpd,,7787
+5200,2018, ,Estadual,2,fshxfrhk,,7702
+5211,2018, ,Estadual,2,wyfscy,,7856
+5219,2018, ,Estadual,2,oquze,,7830
+5222,2018, ,Estadual,2,ogvacnsvpgaixup,,7845
+5225,2018, ,Estadual,2,hhokxsamvr,,7962
+5264,2018, ,Estadual,2,nnecntavpwpvg,,8142
+5283,2018, ,Estadual,2,dnrxmwwsoaakol,,8171
+5290,2018,Lagoa de São Lourenço,Estadual,2,ocxcqr,,8289
+5341,2018, ,Estadual,2,wtdffihttryampd,,7822
+5355,2018, ,Estadual,2,bqirxjqtcmjfe,,8394
+5395,2018, ,Estadual,2,xjfbunk,,8068
+5411,2018, ,Estadual,2,zyen,,7766
+5422,2018, ,Estadual,2,rofpoanciulojt,,3917
+5430,2018, ,Estadual,2,dwx,,8356
+5458,2018, ,Estadual,2,yssvwxipkawxwil,,7918
+5490,2018, ,Estadual,2,wxjqy,,11795
+5505,2018, ,Estadual,2,gushlwe,,3514
+5535,2018, ,Estadual,2,cxywhtin,,7920
+5567,2018, ,Estadual,2,sfyfd,,7764
+5568,2018, ,Estadual,2,cxxpktzaanhoa,,8272
+5572,2018, ,Estadual,2,zwinw,,8163
+5576,2018, ,Estadual,2,pahgtzzhmatj,,3513
+5590,2018, ,Estadual,2,jnyn,,7804
+5672,2018, ,Estadual,2,ieupnwflweaau,,7879
+5675,2018, ,Estadual,2,fctxzy,,8294
+5682,2018, ,Estadual,2,yzey,,7954
+5694,2018, ,Estadual,2,usogatqasaqhg,,8188
+5759,2018, ,Estadual,2,lpcjpzaw,,7952
+5774,2018, ,Estadual,2,kvblacf,,8104
+5842,2018,Lagoa Feia,Estadual,2,firkcqkusnk,,8274
+5861,2018, ,Estadual,2,fpgy,,3479
+5876,2018,Lagoa Seca,Estadual,2,czpnwjiu,,8048
+5943,2018, ,Estadual,2,dwoxejwk,,7818
+6011,2018, ,Estadual,2,cnzlder,,11839
+6020,2018, ,Estadual,2,ihseuwoczk,,8134
+6080,2018, ,Estadual,2,pdppcbnqzjxp,,3789
+6146,2018,Lagoa da Chapada,Estadual,2,xalmc,,8336
+6218,2018, ,Estadual,2,liinzl,,8501
+6245,2018, ,Estadual,2,aqql,,8059
+6264,2018, ,Estadual,2,nleccatqkbfkqx,,8297
+6289,2018, ,Estadual,2,xtvxdt,,7869
+6292,2018, ,Estadual,2,ffe,,7875
+6296,2018, ,Estadual,2,kgojkilcnk,,8081
+6327,2018, ,Estadual,2,jgywnh,,11774
+6332,2018, ,Estadual,2,pzwxpqoezoo,,8151
+6406,2018,Lagoa do Peroba,Estadual,2,wvonptykqaey,,8187
+6437,2018, ,Estadual,2,avgcbystxn,,11791
+6438,2018, ,Estadual,2,yidwysdcgtccthk,,7714
+6451,2018, ,Estadual,2,wmrtpkrx,,8182
+6460,2018, ,Estadual,2,ktbbf,,7676
+6527,2018, ,Estadual,2,vwftoldadm,,8090
+6534,2018, ,Estadual,2,qgowbla,,3550
+6543,2018, ,Estadual,2,anmdwzh,,7731
+6552,2018, ,Estadual,2,toyvnvqzcdsbid,,11862
+6595,2018, ,Estadual,2,ljqytgb,,7756
+6597,2018, ,Estadual,2,mcetxv,,7765
+6605,2018, ,Estadual,2,iirzepuxhhpzq,,7971
+6637,2018,Lagoa Ouro Verde,Estadual,2,vjsgemzglx,,8102
+6673,2018, ,Estadual,2,lvtffpmhuintxjf,,7763
+6721,2018, ,Estadual,2,nxkwimpgwrgamz,,11756
+6743,2018, ,Estadual,2,bmo,,8135
+6771,2018, ,Estadual,2,rushncapyy,,3991
+6774,2018, ,Estadual,2,ecwi,,7693
+6784,2018, ,Estadual,2,vurqqv,,8092
+6802,2018, ,Estadual,2,crtkttypk,,8191
+6816,2018, ,Estadual,2,iyzmdpjrixqyos,,7726
+6817,2018, ,Estadual,2,bkxrdlemhvnac,,7654
+6821,2018,Lagoa Grande,Estadual,2,tulfij,,11731
+6840,2018, ,Estadual,2,oifzswzmxhoa,,11748
+6844,2018, ,Estadual,2,zxhawgjxkeaqkfk,,11747
+6850,2018, ,Estadual,2,qeeejwzmqrwr,,4032
+6856,2018,Lagoa do Varjão,Estadual,2,ptgbdrz,,8232
+6859,2018,UHE Barra,Estadual,2,arjuk,,7662
+6863,2018,Lagoa do Jaburu,Estadual,2,bywztdtq,,3942
+6987,2018, ,Estadual,2,rwcbndbr,,7811
+6989,2018, ,Estadual,2,basyir,,11746
+6991,2018, ,Estadual,2,ukg,,7854
+7014,2018, ,Estadual,2,gmmgchpimijm,,7733
+7015,2018, ,Estadual,2,dldguet,,7761
+7053,2018, ,Estadual,2,lnbilglibmfj,,8224
+7057,2018, ,Estadual,2,yellxrwengqzjix,,22799
+7068,2018, ,Estadual,2,iwrwnmigqiy,,11773
+7082,2018, ,Estadual,2,mcixrrswlt,,7716
+7119,2018, ,Estadual,2,leaf,,7878
+7122,2018, ,Estadual,2,bynaujoygahcz,,7852
+7123,2018, ,Estadual,2,rvicruomth,,3784
+7127,2018, ,Estadual,2,ser,,8122
+7141,2018, ,Estadual,2,owrlchjklsqxpk,,7706
+7195,2018, ,Estadual,2,jqvrq,,8185
+7220,2018, ,Estadual,2,snz,,7836
+7221,2018, ,Estadual,2,aafvjlzkuyt,,7760
+7232,2018, ,Estadual,2,ptpo,,7837
+7246,2018, ,Estadual,2,ggskzsgrbwwusc,,7791
+7259,2018, ,Estadual,2,bkqhnlb,,8226
+7295,2018, ,Estadual,2,zehayxyzw,,8311
+7319,2018,Lagoa Linda,Estadual,2,orpqwvdfsc,,8165
+7343,2018,Lagoa do Mato,Estadual,2,sqgbnkitmdh,,8333
+7348,2018, ,Estadual,2,xtcv,,7792
+7381,2018, ,Estadual,2,mauhifhdygkqlc,,8105
+7405,2018,Represa Golfe Campo Alto,Estadual,2,vdvhei,,3504
+7420,2018, ,Estadual,2,uue,,11752
+7449,2018, ,Estadual,2,axezdgeh,,7951
+7500,2018, ,Estadual,2,ewrauvgkpvnnwb,,7793
+7523,2018, ,Estadual,2,illugjhlae,,7968
+7537,2018,Lagoa da Anta,Estadual,2,hejja,,8318
+7572,2018, ,Estadual,2,zxosladtfwnpkno,,8198
+7581,2018,Represa Rio IraÃ,Estadual,2,arrluqlanb,,7681
+7591,2018, ,Estadual,2,gclun,,3510
+7624,2018,Lagoa do Jambo,Estadual,2,wrkmnumeedzvv,,8300
+7643,2018, ,Estadual,2,zkgwq,,7956
+7654,2018, ,Estadual,2,kcopswgz,,8167
+7662,2018, ,Estadual,2,bffqokf,,8253
+7690,2018, ,Estadual,2,qschpvqi,,11796
+7709,2018, ,Estadual,2,xburjq,,7876
+7768,2018, ,Estadual,2,mkeufc,,22801
+7783,2018,Represa Bom Sucesso,Estadual,2,ssecdeefp,,8503
+7910,2018, ,Estadual,2,dyhnvzti,,7874
+7925,2018, ,Estadual,2,ozskadelk,,7825
+7936,2018, ,Estadual,2,nxsttorvdkgoih,,8084
+8002,2018, ,Estadual,2,dnxbfmeyjijlbac,,8088
+8081,2018,Lagoa Escura,Estadual,2,pawakhalaht,,8041
+8115,2018, ,Estadual,2,yzvkxk,,11783
+8145,2018,Lagoa Pó de Mico,Estadual,2,qrfis,,8241
+8184,2018, ,Estadual,2,ikvnaxm,,3880
+8187,2018, ,Estadual,2,qqddbpy,,8094
+8195,2018, ,Estadual,2,cmueongcrwggo,,7863
+8199,2018,Lagoa do Caracol,Estadual,2,njmkfutaqawdb,,8222
+8203,2018, ,Estadual,2,zcshykk,,8113
+8250,2018, ,Estadual,2,lrgvcnszglzlwg,,11790
+8304,2018, ,Estadual,2,yzjjwhgyjsercvr,,8015
+8355,2018,Lagoa do Mato,Estadual,2,gsuaavlupiva,,8338
+8363,2018, ,Estadual,2,zkht,,8218
+8374,2018, ,Estadual,2,byqvwzc,,7786
+8388,2018, ,Estadual,2,pwvmhorqkajsqzg,,7950
+8397,2018, ,Estadual,2,oifhsxybjfjg,,3781
+8519,2018,Lagoa do Curral,Estadual,2,zuvbvqfqugqrt,,22805
+8567,2018,Represa LDC Bioenergia,Estadual,2,dcuouqvuq,,3437
+8568,2018, ,Estadual,2,xxzzuoj,,23066
+8642,2018, ,Estadual,2,zwwifnyh,,8184
+8648,2018, ,Estadual,2,czzw,,8076
+8695,2018, ,Estadual,2,yhb,,8031
+8711,2018, ,Estadual,2,nxeyvnoyakjt,,7797
+8716,2018, ,Estadual,2,vabrbryvtilbtco,,11760
+8775,2018, ,Estadual,2,fkmcelvixlkd,,7717
+8790,2018, ,Estadual,2,mrakzrufwbtt,,4116
+8830,2018, ,Estadual,2,rmbdfgknb,,7692
+8860,2018, ,Estadual,2,whzrdcsjmyb,,7823
+8876,2018, ,Estadual,2,auwuuef,,3675
+8949,2018, ,Estadual,2,hdyjabb,,3673
+9020,2018, ,Estadual,2,khsidqbdqy,,8110
+9090,2018,Barragem Ponte Nova,Estadual,2,wlt,,3563
+9098,2018, ,Estadual,2,zuyokfukpov,,3785
+9104,2018,Barragem Rio Santo Anastácio,Estadual,2,ibvuimh,,8073
+9146,2018,Lagoinha,Estadual,2,lcs,,8220
+9173,2018, ,Estadual,2,hlzzfz,,7758
+9177,2018, ,Estadual,2,hswlmcxjsukhof,,8077
+9201,2018, ,Estadual,2,kvrciw,,7974
+9236,2018, ,Estadual,2,wdfohgh,,8146
+9262,2018, ,Estadual,2,vxzfd,,7695
+9263,2018, ,Estadual,2,xxg,,7741
+9270,2018, ,Estadual,2,vrnfml,,8061
+9328,2018,Represa Balneário de Rancharia,Estadual,2,eaxjuibp,,8070
+9331,2018, ,Estadual,2,zmcrr,,7675
+9334,2018, ,Estadual,2,ahnwfsmsxc,,7753
+9365,2018, ,Estadual,2,hgehegj,,11744
+9372,2018, ,Estadual,2,xlebsl,,7805
+9398,2018, ,Estadual,2,dgoyorwmyq,,7907
+9474,2018, ,Estadual,2,cshqn,,11750
+9486,2018,Represa Usina Nova América,Estadual,2,ntuck,,8050
+9498,2018,Lagoa de Ouro,Estadual,2,twlxmdgqvamhpu,,11766
+9522,2018, ,Estadual,2,vlnn,,11793
+9584,2018, ,Estadual,2,pktzzfmiwccsk,,3778
+9585,2018, ,Estadual,2,cosd,,8083
+9616,2018, ,Estadual,2,atsvvbpanfitn,,11749
+9656,2018,Lagoa da Boa Vista,Estadual,2,nnrzdxdellwe,,3512
+9658,2018, ,Estadual,2,ynwaqbjun,,7892
+9709,2018,Lagoa Francisco Schmidt,Estadual,2,lbzdj,,7938
+9735,2018, ,Estadual,2,topjroum,,7934
+9759,2018,Lagoa do Pintado,Estadual,2,qjiduedzcvdb,,8139
+9789,2018, ,Estadual,2,sgtwwyezce,,7899
+9812,2018, ,Estadual,2,sncejxzwjlhtsm,,7688
+9817,2018, ,Estadual,2,hsp,,7728
+9837,2018, ,Estadual,2,tdzlkdfoebkog,,7729
+9893,2018, ,Estadual,2,eguggvjszzjrt,,7867
+9908,2018, ,Estadual,2,rhljmmycmlavblc,,7713
+9948,2018, ,Estadual,2,xdibaquiuun,,7689
+9973,2018, ,Estadual,2,rzekwkhq,,7752
+9980,2018,Represa Pilão d'Ãgua,Estadual,2,psvfe,,7887
+10009,2018,Lagoa Formosa,Estadual,2,qfoznw,,22806
+10019,2018, ,Estadual,2,mur,,7862
+10114,2018, ,Estadual,2,wlyyevctfxh,,11765
+10122,2018,Lagoa Feia,Estadual,2,azdfjdrzzvq,,8393
+10155,2018, ,Estadual,2,zeikuu,,7720
+10182,2018, ,Estadual,2,fhptzfkzgfpgory,,7998
+10183,2018, ,Estadual,2,icnswn,,8307
+10216,2018, ,Estadual,2,fcczldyvvk,,7721
+10228,2018, ,Estadual,2,pegk,,11838
+10256,2018, ,Estadual,2,oylbvjnkk,,8225
+10287,2018, ,Estadual,2,kjvejvofepo,,8097
+10324,2018, ,Estadual,2,lqwiezxnvn,,8117
+10326,2018, ,Estadual,2,zsehvblkwdnwsi,,8128
+10386,2018, ,Estadual,2,zofr,,8132
+10391,2018, ,Estadual,2,yecosfejzd,,8069
+10403,2018,UHE Espora,Estadual,2,gqttrcsfuylvmtx,,23051
+10447,2018,Represa Usina São Carlos,Estadual,2,uqjnwwvvajszq,,7943
+10460,2018, ,Estadual,2,kctjmgzjvmh,,8130
+10469,2018, ,Estadual,2,cvpzcjapd,,7789
+10489,2018,UHE Miranda,Estadual,2,rob,,21664
+10494,2018,Lagoa Bebedouro,Estadual,2,ezqqdaxii,,3986
+10519,2018, ,Estadual,2,zfyqby,,8098
+10522,2018, ,Estadual,2,thqjogn,,7795
+10524,2018, ,Estadual,2,irjsulqebkfkd,,8180
+10530,2018, ,Estadual,2,sbrmvxuvlzpr,,7725
+10535,2018, ,Estadual,2,cxwrwfgeusw,,8282
+10536,2018,Lagoa Rasa,Estadual,2,zgp,,8301
+10546,2018,Lagoa do Rodrigo,Estadual,2,clfldu,,8150
+10585,2018,Lago dos Patos,Estadual,2,reia,,8189
+10590,2018, ,Estadual,2,pwpyang,,8281
+10595,2018,Lagoa da Olaria,Estadual,2,ioue,,8221
+10607,2018, ,Estadual,2,nsnysvzmloihqp,,8298
+10612,2018, ,Estadual,2,ahfy,,7865
+10613,2018, ,Estadual,2,vjlxqhpyxwpzy,,7866
+10614,2018, ,Estadual,2,nqwgrbjfsvvw,,7963
+10620,2018, ,Estadual,2,faiadaopcivcgeq,,11761
+10623,2018, ,Estadual,2,ollfcfpmhjul,,8207
+10628,2018, ,Estadual,2,bwursyfwbpaj,,7782
+10642,2018,Córrego Lafon,Estadual,2,rkhzbeskjlm,,8089
+10675,2018, ,Estadual,2,tggyxqnky,,7704
+10698,2018,Lagoa Segunda,Estadual,2,nvhpoecibeygrno,,8161
+10713,2018, ,Estadual,2,tql,,8162
+10715,2018,Lagoa Bonita,Estadual,2,adgzx,,8317
+10735,2018, ,Estadual,2,shfriinazk,,7860
+10736,2018, ,Estadual,2,ljinqddpqba,,7882
+10752,2018,UHE Corumbá III,Estadual,2,pnhaiywltntyhw,,23069
+10760,2018, ,Estadual,2,pgiddrhz,,8357
+10781,2018, ,Estadual,2,akxfqbfhl,,8395
+10789,2018,Lagoa Bonita,Estadual,2,idpcpexvrnsi,,11728
+10790,2018, ,Estadual,2,mkggfopssofrg,,8206
+10839,2018, ,Estadual,2,spozhesyf,,8141
+10840,2018, ,Estadual,2,yslkdzysl,,8057
+10962,2018, ,Estadual,2,rwgum,,7738
+11003,2018,Lagoa do Recanto,Estadual,2,mgsajco,,8306
+11055,2018, ,Estadual,2,umdigfgzaxzxg,,8012
+11061,2018,Lago Rio Tietê,Estadual,2,avppmoxmhgsar,,3442
+11083,2018, ,Estadual,2,zrwbryoppzpwx,,7870
+11112,2018,Lagoa do Fundo,Estadual,2,oywdzaemyoaybi,,8316
+11145,2018, ,Estadual,2,vjmy,,8116
+11168,2018, ,Estadual,2,wllrzdblawztg,,7917
+11254,2018, ,Estadual,2,tguuvkh,,4113
+11260,2018,Barragem de Rejeito Mineração Catalão,Estadual,2,jdpihtpxyhrlj,,8286
+11286,2018, ,Estadual,2,vojjbezoupb,,8131
+11291,2018, ,Estadual,2,hhbaedpfogh,,8331
+11296,2018,Lagoa Caaporã,Estadual,2,sixahco,,7840
+11307,2018, ,Estadual,2,fwhdy,,8337
+11311,2018, ,Estadual,2,ugrd,,8324
+11313,2018, ,Estadual,2,lxqmogfifiuoatx,,7742
+11321,2018,Lagoa do Marruco,Estadual,2,mmpraefvtch,,8308
+11328,2018,Lagoa Cabeceira do Mandengo,Estadual,2,ogwyksaluauvmrr,,8312
+11340,2018,Lagoa Limpa,Estadual,2,tqdzfyfrhfqqqt,,8358
+11389,2018, ,Estadual,2,fiajvznijjf,,8335
+11390,2018, ,Estadual,2,cjjmlgybgz,,8365
+11406,2018,Lagoa do Rufino,Estadual,2,ynoetnpyaid,,8231
+11445,2018,Lagoa da Estrada,Estadual,2,vnel,,8390
+11459,2018,Represa São Lourenço,Estadual,2,sgvx,,7653
+11471,2018, ,Estadual,2,qghitdtnva,,8313
+11505,2018, ,Estadual,2,ezgwg,,11730
+11517,2018, ,Estadual,2,fvpygyhlckkub,,7755
+11521,2018, ,Estadual,2,faochhcg,,8265
+11525,2018, ,Estadual,2,bpgxedisrzmxmd,,11787
+11532,2018, ,Estadual,2,vwwjt,,8112
+11545,2018, ,Estadual,2,kheiuhsnxzkf,,8154
+11546,2018,Lagoa Segunda,Estadual,2,sjbodyyrj,,8158
+11585,2018, ,Estadual,2,hmxugdtqaq,,11784
+11590,2018, ,Estadual,2,prmzcgpektwsfxq,,7705
+11593,2018, ,Estadual,2,ozcgaajqftgcvs,,8175
+11596,2018, ,Estadual,2,notjfkeij,,7781
+11615,2018,Lagoa Bambu,Estadual,2,mnxcuyrk,,8153
+11635,2018, ,Estadual,2,sdmanxvghqry,,8172
+11645,2018, ,Estadual,2,fjzxmgpu,,22963
+11655,2018, ,Estadual,2,gtiarmac,,4071
+11658,2018, ,Estadual,2,ehelmcnwmvdaud,,8109
+11659,2018, ,Estadual,2,gnicpil,,7768
+11662,2018,Lagoa do Potreiro,Estadual,2,atkupyxvov,,8219
+11671,2018, ,Estadual,2,iwncjk,,7730
+11673,2018, ,Estadual,2,lunljorophtdxgj,,8115
+11742,2018, ,Estadual,2,hqqmqyfxsngv,,8108
+11767,2018, ,Estadual,2,ctqbjxrioyqrscf,,3777
+11783,2018, ,Estadual,2,cmzaojrybnqp,,8030
+11788,2018, ,Estadual,2,ojnl,,8257
+11815,2018,Barragem CBMM,Estadual,2,nsswztfnfwmka,,4109
+11841,2018, ,Estadual,2,esbfeedfjehq,,4111
+11863,2018, ,Estadual,2,tgkscyebwqec,,7853
+11875,2018,UHE Nova Avanhandava,Estadual,2,uhw,,8063
+11876,2018, ,Estadual,2,nsgfpamsuvvmxee,,7710
+11881,2018, ,Estadual,2,fepoau,,7828
+11882,2018, ,Estadual,2,ybuhlvhcrxlee,,4076
+11893,2018, ,Estadual,2,rzjmyklxszyz,,11778
+11900,2018,Barragem de Rejeito Ãcido Sulfúrico Bunge,Estadual,2,zrbioidjhhczkc,,4110
+11916,2018, ,Estadual,2,ebgebznkrliusxy,,8169
+11917,2018, ,Estadual,2,yaboaftg,,11864
+11940,2018, ,Estadual,2,otvics,,4117
+12018,2018, ,Estadual,2,wdpmq,,3790
+12055,2018,PCH Edgard de Souza (Repotenciação),Estadual,2,ajvzvfxuxjfl,,23082
+12069,2018, ,Estadual,2,kijmsrgde,,7727
+12072,2018,Barragem Fosfértil,Estadual,2,mrd,,4107
+12079,2018, ,Estadual,2,eqpfvg,,7754
+12081,2018, ,Estadual,2,bxynqduvphyojai,,7737
+12097,2018,Córrego da Onça,Estadual,2,trnao,,8120
+12101,2018, ,Estadual,2,qldst,,7759
+12122,2018, ,Estadual,2,nzsrfsv,,7707
+12128,2018, ,Estadual,2,yjusf,,7819
+12134,2018,Lagoa do Valinho,Estadual,2,nzexxz,,7995
+12144,2018, ,Estadual,2,obcnmxjh,,7966
+12147,2018,Lagoa Grande,Estadual,2,icecgqhacmsc,,7941
+12171,2018, ,Estadual,2,xbrqkpnggu,,8085
+12261,2018, ,Estadual,2,afyhtkhwydeirut,,8244
+12291,2018, ,Estadual,2,difklbjp,,3508
+12295,2018, ,Estadual,2,xhvgcyagxkkjj,,7859
+12300,2018, ,Estadual,2,shumeoav,,7814
+12305,2018, ,Estadual,2,kcpidfdhasvdsu,,8058
+12310,2018, ,Estadual,2,xoliiglfwvbiklb,,7767
+12316,2018, ,Estadual,2,ysm,,8304
+12320,2018, ,Estadual,2,eprpsijtlsrbttq,,3674
+12353,2018,Barragem Rio Passaúna,Estadual,2,sbpqlnci,,7953
+12366,2018, ,Estadual,2,tdysvdvbmfm,,7827
+12427,2018, ,Estadual,2,djzscrh,,8126
+12484,2018, ,Estadual,2,ysrhujsx,,8160
+12552,2018, ,Estadual,2,aqyfoceaiz,,8176
+12622,2018, ,Estadual,2,qtl,,7849
+12643,2018,Rio BaÃa,Estadual,2,izif,,8168
+12734,2018, ,Estadual,2,igqz,,11772
+12848,2018,Barragem Fosfértil,Estadual,2,sehqvjhdbw,,4104
+12877,2018, ,Estadual,2,qrxvdov,,7877
+12913,2018, ,Estadual,2,ccki,,7718
+12916,2018, ,Estadual,2,cvgrcaimbd,,7712
+12938,2018,Lagoa do Português,Estadual,2,inuxdpyy,,8118
+12957,2018, ,Estadual,2,wnjsvwcsufjxy,,3890
+12972,2018, ,Estadual,2,dqtxvp,,7871
+12994,2018,Represa Billings,Estadual,2,atmpruwifbr,,3454
+13013,2018,Lagoa Paraguaia,Estadual,2,ezkulexfssl,,8148
+13025,2018, ,Estadual,2,mlygfyjig,,7975
+13052,2018, ,Estadual,2,ctojdjsk,,7774
+13061,2018,UHE Corumbá IV,Estadual,2,enhj,,8252
+13093,2018,Lagoa Itararé,Estadual,2,mir,,7933
+13139,2018, ,Estadual,2,gedkrjukn,,8016
+13165,2018, ,Estadual,2,pqshjthsmnljkw,,7700
+13177,2018, ,Estadual,2,kzebuklznprchi,,8392
+13239,2018, ,Estadual,2,ojpg,,7936
+13265,2018, ,Estadual,2,zhhzecf,,11732
+13299,2018,Barragem CBMM,Estadual,2,xok,,4108
+13316,2018,UHE Nova Ponte,Estadual,2,ogacufrox,,3794
+13324,2018, ,Estadual,2,dlphplwgw,,11782
+13333,2018, ,Estadual,2,qixa,,11800
+13338,2018, ,Estadual,2,nnckpb,,7955
+13395,2018,Lagoa Santa Maria,Estadual,2,ffb,,8291
+13423,2018, ,Estadual,2,hcjdnobtwzvzjh,,7831
+13442,2018,UHE Caçu,Estadual,2,zldura,,23050
+13446,2018, ,Estadual,2,vrblvynzouws,,7832
+13449,2018,Barragem Fosfértil,Estadual,2,pfuhtheblwgrcp,,4105
+13460,2018,Córrego da Divisa,Estadual,2,viixbrjbrldloap,,8261
+13473,2018, ,Estadual,2,dwluaaf,,3985
+13481,2018,Lagoa Segunda,Estadual,2,fizdmusoyqymtjd,,8159
+13485,2018, ,Estadual,2,dzg,,7965
+13521,2018, ,Estadual,2,ylsryrrstwfnqq,,3506
+13526,2018, ,Estadual,2,wtxcbfsm,,11860
+13582,2018, ,Estadual,2,tphaoso,,7708
+13639,2018, ,Estadual,2,pbzpsrvtugtzc,,3783
+13782,2018,Lagoa Fazenda Rio das Pedras,Estadual,2,fwlhxnzfjrza,,3493
+13798,2018, ,Estadual,2,uxcybdyaut,,7903
+13803,2018, ,Estadual,2,ctmdjiowq,,7826
+13830,2018,Barragem de Rejeito Mineração Catalão,Estadual,2,mtlzwjdwl,,8285
+13841,2018, ,Estadual,2,rknqeaxzzepdvxc,,8290
+13859,2018,UHE Três Irmãos,Estadual,2,bqtnakkpe,,8099
+13926,2018, ,Estadual,2,evcjcsr,,3799
+13993,2018,UHE Amador Aguiar I,Estadual,2,zpdaqgqohgopra,,23047
+14125,2018, ,Estadual,2,wabx,,3677
+14245,2018, ,Estadual,2,prnrbayn,,7750
+14335,2018,Represa Guarapiranga,Estadual,2,enmlxepweo,,3531
+14458,2018, ,Estadual,2,wxgimfppedobbrl,,7694
+14462,2018, ,Estadual,2,fnbjgcnypx,,7802
+14486,2018,Represa Usina Santa Luiza,Estadual,2,euveeogbkhyjiwi,,7942
+14506,2018, ,Estadual,2,rxmlxcjmzycwr,,11745
+14532,2018, ,Estadual,2,tbuvarsuefua,,8482
+14638,2018, ,Estadual,2,aqmwmsgfpzkppwu,,7778
+14710,2018, ,Estadual,2,mhzqedmkis,,11759
+14718,2018, ,Estadual,2,yqp,,7967
+14730,2018, ,Estadual,2,mmkwhsrqneb,,7960
+14792,2018, ,Estadual,2,sevtzbzwwddyeg,,7780
+14846,2018,Represa Ribeirão Cachoeirinha,Estadual,2,rtitgxmwdizzel,,3498
+14860,2018, ,Estadual,2,csqieiaeoura,,8183
+14871,2018, ,Estadual,2,njtjzyemhlqi,,3786
+14872,2018, ,Estadual,2,lmb,,11797
+14927,2018,Córrego das Éguas,Estadual,2,sbwxhddwkqjcdue,,8091
+14973,2018, ,Estadual,2,apjj,,3519
+14988,2018, ,Estadual,2,xrzztxgeqakrynm,,3787
+14994,2018, ,Estadual,2,pvcsh,,8133
+15003,2018,UHE Promissão,Estadual,2,tjzhztcunzljgkm,,8013
+15067,2018, ,Estadual,2,agzfusnxbqnc,,7988
+15075,2018,Lagoa Joaquim Medeiros,Estadual,2,uoxtmuojpyq,,3948
+15146,2018, ,Estadual,2,ohasdawje,,3584
+15149,2018, ,Estadual,2,rmhqe,,8149
+15160,2018, ,Estadual,2,kiybsjipppz,,11792
+15168,2018,Represa Doutor José Bonifácio Viana,Estadual,2,fubknxjkmel,,7896
+15169,2018, ,Estadual,2,qblsnugiivi,,7891
+15198,2018,Lagoa do Mimoso,Estadual,2,hchhxrvwlhrl,,8302
+15204,2018, ,Estadual,2,kintvvqtthgbcl,,7898
+15205,2018, ,Estadual,2,ggml,,7897
+15211,2018,Lagoa de CarapicuÃba,Estadual,2,hqydchhwbrkt,,3533
+15213,2018, ,Estadual,2,gidzf,,7904
+15220,2018, ,Estadual,2,airnsarhntz,,8364
+15243,2018, ,Estadual,2,flhdpmx,,7779
+15275,2018,Represa Córrego Vendinha,Estadual,2,rwsjz,,7932
+15289,2018,Lagoão,Estadual,2,ikxhiiugulsnf,,22803
+15371,2018, ,Estadual,2,ldiloxjgz,,7880
+15399,2018, ,Estadual,2,gnpwwasf,,8325
+15412,2018, ,Estadual,2,izt,,4033
+15430,2018, ,Estadual,2,xfofkawnahrs,,7983
+15432,2018, ,Estadual,2,vxwgkwaklqlgti,,7757
+15450,2018, ,Estadual,2,zqjfvgi,,7722
+15472,2018,UHE Barra dos Coqueiros,Estadual,2,oeoiyrhuko,,23049
+15514,2018, ,Estadual,2,vkmfkcxkykmbnhr,,7724
+15623,2018, ,Estadual,2,xqiiynmbi,,8210
+15652,2018, ,Estadual,2,wwojbzyut,,3906
+15664,2018, ,Estadual,2,vegf,,11768
+15722,2018, ,Estadual,2,czjagezfranpwq,,11780
+15749,2018, ,Estadual,2,cqiqjhwwgremro,,7817
+15752,2018,Barragem SIX Petrobrás,Estadual,2,afmfnyosru,,7655
+15769,2018,Lago Guanabara,Estadual,2,eltu,,3575
+15784,2018, ,Estadual,2,tmrjfqszbhzt,,22802
+15785,2018, ,Estadual,2,ebx,,7902
+15787,2018, ,Estadual,2,oqc,,8173
+15797,2018, ,Estadual,2,omqatsfjcwtjh,,7660
+15832,2018, ,Estadual,2,syelr,,7699
+15880,2018, ,Estadual,2,jxjzgwxiaf,,7685
+15884,2018, ,Estadual,2,xfzcaisf,,7980
+15911,2018,Lagoa Iturama,Estadual,2,ruwaayeqmgnrgx,,8288
+15913,2018, ,Estadual,2,raskxzzkcw,,8179
+15933,2018, ,Estadual,2,itgw,,7796
+15968,2018,Represa Balneário da Amizade,Estadual,2,kbapv,,8072
+15970,2018, ,Estadual,2,yyne,,7982
+16011,2018,Represa Rio Novo,Estadual,2,zih,,7978
+16012,2018,Represa de Sant'Ana,Estadual,2,kuvvxjaiennjkb,,7912
+16019,2018, ,Estadual,2,qze,,8018
+16025,2018,Represa Usina Santa Adélia,Estadual,2,kbif,,7948
+16061,2018, ,Estadual,2,uxsxgstqc,,7723
+16071,2018, ,Estadual,2,yqbwytsrmcgwib,,7847
+16121,2018, ,Estadual,2,ptdvq,,7970
+16188,2018, ,Estadual,2,ihzxkntnzbj,,7992
+16222,2018,Lagoa do Clube,Estadual,2,ezjqnzaxixado,,3557
+16255,2018, ,Estadual,2,ftrs,,8027
+16276,2018, ,Estadual,2,dizyqtmqm,,8002
+16286,2018,Lagoa Maior,Estadual,2,nsaejfhnjc,,8123
+16291,2018, ,Estadual,2,ophnluvf,,4115
+16308,2018, ,Estadual,2,hqbhsmlfsq,,8011
+16320,2018, ,Estadual,2,oewfjqcqvzhpq,,7846
+16369,2018, ,Estadual,2,cesxp,,8195
+16441,2018, ,Estadual,2,ogfwd,,8320
+16444,2018,Lagoa Quarenta e Um,Estadual,2,klfpvd,,7841
+16467,2018, ,Estadual,2,zheizdpd,,7661
+16483,2018,Represa Ribeirão das Tabocas,Estadual,2,ijyny,,7928
+16485,2018,Represa de São José do Rio Preto,Estadual,2,qpfoq,,7816
+16491,2018,Lagoa Bonita,Estadual,2,gokvvvqykzjjjv,,8202
+16522,2018, ,Estadual,2,urlaxjjzdjvvj,,7858
+16536,2018, ,Estadual,2,fpsymxitvyxge,,7905
+16539,2018, ,Estadual,2,xvioexets,,11776
+16566,2018, ,Estadual,2,bqgqu,,7839
+16583,2018,Lagoa Comprida,Estadual,2,gptpjzw,,3476
+16585,2018, ,Estadual,2,oeqhxwxwgfmpz,,7806
+16611,2018, ,Estadual,2,tmtnjpszku,,7735
+16628,2018, ,Estadual,2,ukm,,8037
+16629,2018, ,Estadual,2,omfggyz,,8170
+16669,2018,Lagoa das Bichas,Estadual,2,qsbfckbxaioqll,,8310
+16715,2018, ,Estadual,2,mzw,,8323
+16891,2018, ,Estadual,2,wbztoqoqz,,8034
+16944,2018,Lagoa Assombrada,Estadual,2,hqelybyfo,,7850
+16998,2018, ,Estadual,2,gzlhzpt,,7883
+17023,2018, ,Estadual,2,fbzls,,8086
+17062,2018, ,Estadual,2,yhpe,,8079
+17081,2018, ,Estadual,2,sswgmlksfsnjodz,,11762
+17118,2018,UHE Salto do Rio Verdinho,Estadual,2,lpfpwcactsalgl,,23048
+17161,2018, ,Estadual,2,fvyv,,8329
+17233,2018, ,Estadual,2,pwbart,,8138
+17248,2018, ,Estadual,2,kvlavdudltrhse,,7785
+17269,2018, ,Estadual,2,ggltxcjbwgx,,4079
+17292,2018, ,Estadual,2,lydmexn,,8330
+17329,2018, ,Estadual,2,rtiu,,11786
+17331,2018, ,Estadual,2,oojjzxhyegdprs,,3990
+17345,2018, ,Estadual,2,qxcbtqzvgr,,8129
+17405,2018,UHE Santa Clara,Estadual,2,jikywzu,,7663
+17423,2018,Lagoa Embaúba,Estadual,2,rqnohhb,,8391
+17474,2018, ,Estadual,2,ixqwvnsa,,8144
+17499,2018, ,Estadual,2,grxh,,7770
+17544,2018, ,Estadual,2,srtgozxursuhuh,,7652
+17558,2018, ,Estadual,2,ytmclboww,,4112
+17607,2018,Lagoa Formosa,Estadual,2,kukrzfueqxjbdv,,8227
+17635,2018, ,Estadual,2,jlzbbpwoxpg,,7997
+17648,2018,UHE Mauá,Estadual,2,qpirkv,,23081
+17650,2018, ,Estadual,2,rxd,,4046
+17655,2018,Lagoa do Ouro Branco,Estadual,2,eqmwogtgejnet,,8033
+17694,2018, ,Estadual,2,swzkigatwyp,,8194
+17704,2018, ,Estadual,2,wisaqtkqtsqgswy,,3894
+17750,2018, ,Estadual,2,rfblpki,,8178
+17766,2018, ,Estadual,2,pzbhuysstl,,7690
+17770,2018, ,Estadual,2,kkzhz,,7672
+17787,2018,PCH Mourão I,Estadual,2,nbtwyeaws,,8101
+17794,2018, ,Estadual,2,yexijrhyejytz,,8177
+17797,2018, ,Estadual,2,jwz,,3779
+17833,2018, ,Estadual,2,emwg,,4073
+17844,2018, ,Estadual,2,xhakxjzuub,,3782
+17864,2018,Represa Rio Verde,Estadual,2,yowakvvmxpbdz,,7957
+17866,2018,Açude da Bomba,Estadual,2,kkaaujoqb,,7944
+17870,2018, ,Estadual,2,wvugvaasbmqng,,3928
+17872,2018, ,Estadual,2,dsnjrds,,3884
+17883,2018,Lago Paulo Gorski,Estadual,2,rxmmswg,,8125
+17888,2018,PCH Ribeirão do Pinhal,Estadual,2,vdrnzxocmqv,,3435
+17913,2018, ,Estadual,2,gaynsreo,,8147
+17923,2018,CGH São João II,Estadual,2,mhhdwpyyecw,,11770
+17928,2018, ,Estadual,2,etrbu,,8287
+17930,2018, ,Estadual,2,ddoquahfmvdw,,3984
+17932,2018,CGH PG2,Estadual,2,wjuevorxahcd,,3883
+17934,2018,PCH São Jorge,Estadual,2,hllb,,7679
+17975,2018, ,Estadual,2,hhsmldzk,,8319
+17976,2018, ,Estadual,2,fpjsuvwowm,,8197
+17978,2018, ,Estadual,2,aqmjmjsfoyi,,22800
+17993,2018,Ribeirão Mimoso,Estadual,2,xuhfwhufyvfihxt,,8399
+17995,2018, ,Estadual,2,cdqqdh,,3931
+18002,2018, ,Estadual,2,jhrdjoajvivk,,8087
+18010,2018,Represa Usina São Luiz,Estadual,2,yekxevhmtu,,8052
+18011,2018,PCH Apucaraninha,Estadual,2,yph,,8066
+18026,2018, ,Estadual,2,kmsz,,3474
+18030,2018,UHE Barra Bonita,Estadual,2,ziktbcssnppvwd,,7922
+18032,2018,UHE Assis Chateaubriand,Estadual,2,lvxuhvudhzh,,8216
+18093,2018, ,Estadual,2,mie,,8166
+18107,2018,Lagoa Ãgua Doce,Estadual,2,panxebwmb,,8362
+18155,2018,Represa do Córrego da Cabeceira Comprida,Estadual,2,sikvlqcjr,,8096
+18258,2018,Lagoa da Vaca,Estadual,2,baa,,8334
+18275,2018,UHE Bariri,Estadual,2,vkrgydlnduzbcmq,,22759
+18309,2018,Represa Goiás Verde,Estadual,2,cdpch,,3926
+18316,2018, ,Estadual,2,rbbxhndnqzyphjg,,11753
+18322,2018, ,Estadual,2,xulv,,3887
+18336,2018, ,Estadual,2,ptxtezfxgr,,3900
+18337,2018, ,Estadual,2,ytobnpzgzgc,,3902
+18343,2018, ,Estadual,2,qvgg,,8082
+18345,2018, ,Estadual,2,jnhuqrdwd,,3927
+18353,2018, ,Estadual,2,yquejhyymhvtwwl,,3910
+18383,2018, ,Estadual,2,untlxxkbpe,,3923
+18393,2018,CGH Laranja Doce,Estadual,2,ziatxiid,,8071
+18394,2018,Represa Nova,Estadual,2,eiyky,,3544
+18419,2018,Lago Fishing Park,Estadual,2,cmtm,,7895
+18439,2018, ,Estadual,2,vne,,3909
+18440,2018, ,Estadual,2,gbnzqkrt,,3908
+18453,2018, ,Estadual,2,lppgetiytosol,,8075
+18486,2018, ,Estadual,2,ykylqrwhuftmvy,,8095
+18499,2018, ,Estadual,2,pdoouobu,,3914
+18516,2018, ,Estadual,2,exffutriga,,11956
+18542,2018, ,Estadual,2,wnhyijiafggk,,8315
+18559,2018,Barragem Lago Igapó I,Estadual,2,mchghiuwjcxku,,8067
+18578,2018, ,Estadual,2,rbd,,7670
+18580,2018,Represa Rio TatuÃ,Estadual,2,gfupgpy,,7890
+18598,2018,CGH Itaquerê,Estadual,2,uwccppyqmjtbrr,,7810
+18602,2018, ,Estadual,2,lyex,,8024
+18608,2018,PCH Salto Curucaca II,Estadual,2,meeuhrdpmfwk,,8064
+18609,2018, ,Estadual,2,pywrvtuq,,7987
+18632,2018, ,Estadual,2,qdlrdcrppzmwbd,,3989
+18650,2018, ,Estadual,2,cyqkuhhz,,7993
+18656,2018,CGH Rio Preto,Estadual,2,gul,,7651
+18665,2018, ,Estadual,2,wvwrhfgticfg,,8019
+18666,2018, ,Estadual,2,cvlpgxzuqaahaef,,7783
+18677,2018, ,Estadual,2,pxvtwhmmwpgobf,,8309
+18694,2018,Represa Fazenda Pizzato,Estadual,2,mhvhdcbcbto,,7657
+18696,2018, ,Estadual,2,jxwsk,,3876
+18740,2018,Represa Usina São Martinho,Estadual,2,hkmqho,,7940
+18759,2018, ,Estadual,2,wnbqi,,7935
+18828,2018,Lagoa do Mato,Estadual,2,orenpoitjjefuzn,,8022
+18830,2018, ,Estadual,2,szhz,,3916
+18831,2018, ,Estadual,2,yoqnezodp,,8046
+18842,2018, ,Estadual,2,qgmbyy,,7945
+18890,2018, ,Estadual,2,gqwcyasfzu,,8062
+18891,2018, ,Estadual,2,bdnyrcdebywo,,8193
+18928,2018, ,Estadual,2,yqbtwllwl,,4063
+18945,2018,PCH Jaguaricatu I,Estadual,2,nualulwtytmwhi,,7972
+18962,2018,Represa Paramirim,Estadual,2,lgvwjydnkccz,,3499
+18972,2018, ,Estadual,2,cbbuprgkwstnxhm,,8211
+18993,2018, ,Estadual,2,bmfm,,3924
+19000,2018, ,Estadual,2,uaod,,7973
+19006,2018, ,Estadual,2,gzmoov,,3988
+19013,2018,Represa Fazenda da Grama,Estadual,2,wtbylt,,3489
+19065,2018,Represa Córrego Consulta,Estadual,2,nruxcgy,,8035
+19081,2018,Represa Parque do Sabiá,Estadual,2,zybi,,8278
+19092,2018, ,Estadual,2,bawu,,3526
+19106,2018, ,Estadual,2,ziiuekfuxbh,,3879
+19113,2018, ,Estadual,2,bearapazrzt,,3885
+19116,2018,Represa São LuÃs,Estadual,2,jfrxwpbtl,,3446
+19143,2018, ,Estadual,2,loec,,4114
+19145,2018, ,Estadual,2,ltjzspuim,,3877
+19150,2018, ,Estadual,2,cutbqzousojoll,,7800
+19159,2018, ,Estadual,2,pfrrbvin,,8250
+19163,2018, ,Estadual,2,gswowajrrsutpbm,,3886
+19206,2018, ,Estadual,2,siucaqiahttkbmv,,3898
+19235,2018, ,Estadual,2,xsi,,3901
+19277,2018, ,Estadual,2,zihckxrsemm,,4070
+19283,2018, ,Estadual,2,rnjaozcqyoixjqk,,3911
+19288,2018, ,Estadual,2,axhqdj,,7900
+19332,2018,PCH Pirapora,Estadual,2,neefxzttyqks,,3542
+19356,2018, ,Estadual,2,ehogchbqzctj,,3930
+19362,2018,UHE Rasgão,Estadual,2,avtypf,,3444
+19380,2018,Represa Cillos,Estadual,2,meskc,,3445
+19393,2018, ,Estadual,2,xgjhbzsews,,11771
+19446,2018,Represa Usina São João,Estadual,2,rieqrgxrwkl,,3503
+19494,2018, ,Estadual,2,wbzdqrpiyps,,7889
+19495,2018,Açude Vidal Dias (PCH Xicão),Estadual,2,yzzrcpfa,,3577
+19497,2018, ,Estadual,2,iljuamzexav,,3517
+19511,2018, ,Estadual,2,dssatjknpaqgc,,3987
+19537,2018, ,Estadual,2,twsnuevyglndk,,8251
+19544,2018,PCH Cascata,Estadual,2,awdooaqnrxc,,3536
+19565,2018, ,Estadual,2,qdevbnut,,8259
+19568,2018, ,Estadual,2,jvgoctt,,8111
+19569,2018, ,Estadual,2,qvirpd,,8065
+19593,2018,PCH Jorda Flor,Estadual,2,lupdtzovrpnlrnj,,3480
+19596,2018, ,Estadual,2,aykjznawybatpfz,,3554
+19624,2018, ,Estadual,2,rnq,,3892
+19642,2018, ,Estadual,2,hii,,11861
+19645,2018, ,Estadual,2,pzuctdfnjig,,8196
+19667,2018, ,Estadual,2,ggdinpxdvxwotra,,11740
+19669,2018,Represa Paraitinga,Estadual,2,zcdgsdqrngduv,,3562
+19684,2018,Represa Córrego Cruzeiro,Estadual,2,firnjd,,3477
+19715,2018, ,Estadual,2,lfecnfpwcbhq,,3993
+19721,2018, ,Estadual,2,ickkgvckq,,3899
+19758,2018,Represa Areia Branca,Estadual,2,iicxhwwey,,3492
+19766,2018, ,Estadual,2,xpeizawv,,8209
+19790,2018,Represa do Vinte e Nove,Estadual,2,mdqzvxelewncxc,,7927
+19792,2018, ,Estadual,2,ufdwbh,,3541
+19794,2018,Represa Ribeirão Claro,Estadual,2,ydoobgcertxwspt,,3509
+19812,2018, ,Estadual,2,auhdbhc,,3488
+19818,2018, ,Estadual,2,fmwmvmyhdu,,8343
+19826,2018, ,Estadual,2,zcmjnnxkhjgclkb,,8397
+19855,2018, ,Estadual,2,hmjicnygjyh,,11777
+19892,2018, ,Estadual,2,ssbgrnxfjswj,,3515
+19897,2018, ,Estadual,2,godwalzurtxhi,,8040
+19908,2018, ,Estadual,2,nprwu,,7777
+19918,2018, ,Estadual,2,itcscmbclm,,3889
+19922,2018, ,Estadual,2,itpe,,3561
+19938,2018,PCH Santa Maria,Estadual,2,opuhwcdedxcih,,7886
+19939,2018, ,Estadual,2,kpnc,,8028
+19948,2018, ,Estadual,2,aorbjhpi,,7794
+19966,2018, ,Estadual,2,cmunojbankj,,7807
+19983,2018,Represa Usina Albertina,Estadual,2,ugimfukdulyqh,,7937
+20014,2018, ,Estadual,2,naedk,,8029
+20016,2018, ,Estadual,2,qfohmenifrz,,11764
+20062,2018, ,Estadual,2,abfgsgjx,,7656
+20073,2018,PCH ParaÃso II,Estadual,2,dqapyyxnksz,,8262
+20081,2018,UHE Itupararanga,Estadual,2,nxttwua,,3439
+20089,2018, ,Estadual,2,lupifkrqvltvryt,,3457
+20091,2018, ,Estadual,2,pgkgob,,4075
+20119,2018, ,Estadual,2,ruhlzxlkrsuffn,,7984
+20148,2018,Represa Euclides Morelli,Estadual,2,stpco,,3511
+20154,2018, ,Estadual,2,uqksjoezbfaqmxd,,3893
+20172,2018, ,Estadual,2,wifsanbgmlzpcgs,,7969
+20180,2018,Barragem Pedro Beicht,Estadual,2,avqycpqhoc,,3530
+20193,2018, ,Estadual,2,xfgdvhvbopskc,,11767
+20213,2018,Lago da Formiguinha,Estadual,2,twsvicufyw,,7658
+20224,2018,CGH Agropecuária Rio ParaÃso,Estadual,2,pletmmpbtrm,,8504
+20228,2018, ,Estadual,2,wxyjxgehfco,,7946
+20231,2018, ,Estadual,2,ikgkdmwyf,,7801
+20234,2018,PCH Santa Helena,Estadual,2,fluqbispgm,,3490
+20240,2018, ,Estadual,2,ivirlvchf,,11769
+20249,2018,Represa Clube Náutico Araraquara,Estadual,2,umcfeuckjnt,,7931
+20276,2018, ,Estadual,2,embfvtk,,7696
+20295,2018, ,Estadual,2,yjylgjvfil,,4064
+20298,2018,Represa Pesque e Pague Nello Zuntini,Estadual,2,uuazoxurb,,7999
+20308,2018,Barragem Usina Santa Rita,Estadual,2,ufoafapyhuzpf,,7923
+20316,2018, ,Estadual,2,zvxnfvqaxsyvm,,3915
+20326,2018,Represa da Barra,Estadual,2,eumddmosoxkz,,7925
+20328,2018, ,Estadual,2,jaizynqcev,,3540
+20331,2018,UHE Volta Grande,Estadual,2,nctqpucvr,,23139
+20333,2018, ,Estadual,2,zoekjc,,7885
+20335,2018, ,Estadual,2,jhdpmsjqyxjfbu,,8026
+20339,2018, ,Estadual,2,fczgiqnhu,,7812
+20388,2018, ,Estadual,2,trbp,,4001
+20394,2018, ,Estadual,2,frjrjos,,8213
+20396,2018, ,Estadual,2,bkvkrauxfbois,,7986
+20399,2018, ,Estadual,2,dbookclgwnvx,,4062
+20410,2018, ,Estadual,2,wzqbqh,,8007
+20415,2018, ,Estadual,2,tiblevnbzh,,8326
+20422,2018, ,Estadual,2,vsejj,,8152
+20424,2018,Barragem Fosfértil,Estadual,2,ixmfqdk,,4106
+20433,2018, ,Estadual,2,gaqrctpeyuq,,8280
+20451,2018, ,Estadual,2,zykqwfv,,11794
+20457,2018,Represa Horto Florestal de Sumaré,Estadual,2,slwznjnkjhtuzi,,3491
+20464,2018,Represa Tabajara,Estadual,2,jcmyqboqencoylq,,3497
+20466,2018, ,Estadual,2,htiiqwwubdihdo,,4078
+20469,2018,Represa Usina Lambari,Estadual,2,bvmipq,,7916
+20470,2018, ,Estadual,2,hgdjxbnqigkzfex,,11789
+20476,2018, ,Estadual,2,zjj,,7809
+20485,2018, ,Estadual,2,uelvdus,,7929
+20487,2018,PCH São Bernardo,Estadual,2,mmngksgh,,3574
+20488,2018,Represa Ãguas Claras,Estadual,2,yyt,,23077
+20493,2018,PCH Lago Azul,Estadual,2,qcmkomeicmgu,,3882
+20512,2018, ,Estadual,2,dnnfyxoqg,,7888
+20526,2018,UHE Porto Góes,Estadual,2,bvwypstfg,,23109
+20535,2018, ,Estadual,2,trqof,,4061
+20537,2018, ,Estadual,2,qyj,,7914
+20550,2018,Represa Bom Retiro,Estadual,2,nsgnxkbooc,,7926
+20553,2018, ,Estadual,2,rtonpdrdvusph,,8314
+20577,2018, ,Estadual,2,zbqhihze,,7913
+20586,2018,Barragem HermÃnio Ometto,Estadual,2,kdwuddwlvvgxu,,3507
+20602,2018,Barragem do Rio PiuÃ,Estadual,2,azwrvabpfzw,,3556
+20606,2018,PCH Poço Fundo,Estadual,2,idtxp,,3553
+20636,2018, ,Estadual,2,uwowzejeaoe,,8199
+20644,2018, ,Estadual,2,hubfausk,,8296
+20649,2018,Represa Ribeirão Boa Vista,Estadual,2,zwyx,,3495
+20680,2018, ,Estadual,2,sabpty,,8190
+20714,2018, ,Estadual,2,sgmeiakauignwl,,7711
+20769,2018, ,Estadual,2,crigotvsvnnd,,8305
+20780,2018, ,Estadual,2,nlgmelkzyhgxw,,3903
+20783,2018, ,Estadual,2,olszwneumdipjwm,,8137
+20804,2018,Barragem Rio Atibainha,Estadual,2,zglxpsov,,3546
+20835,2018,Salto Rio Chopim,Estadual,2,icwbskhhzngi,,7671
+20837,2018, ,Estadual,2,qky,,4103
+20861,2018, ,Estadual,2,vnbwzeigafierwt,,7976
+20863,2018, ,Estadual,2,zahkyujxohcdv,,8214
+20880,2018, ,Estadual,2,lrrosgqzxfcyhfq,,11757
+20891,2018, ,Estadual,2,cmlfpjqzxk,,8093
+20903,2018,Represa Usina Vassununga,Estadual,2,qugfsajhcpkigwm,,7924
+20917,2018, ,Estadual,2,ktgy,,8014
+20980,2018,Lagoa Branca,Estadual,2,obagbenp,,3520
+20994,2018, ,Estadual,2,bjbnh,,8056
+21007,2018, ,Estadual,2,trivbpciv,,7821
+21033,2018, ,Estadual,2,rjtu,,8212
+21047,2018, ,Estadual,2,utwhuyjinnzk,,8208
+21051,2018,Represa Ribeirão do Campo,Estadual,2,wkrfxbvnyvybvgy,,3564
+21065,2018,Represa Usina São João,Estadual,2,zlfevmeaqpbi,,3501
+21073,2018, ,Estadual,2,kdtjhaygqsa,,4065
+21077,2018, ,Estadual,2,saumqpercke,,11751
+21084,2018, ,Estadual,2,iplnas,,8322
+21088,2018, ,Estadual,2,emmfcovpduu,,8003
+21100,2018, ,Estadual,2,lamtzvk,,7930
+21105,2018,Represa do Mirante,Estadual,2,vfepwhqjijduc,,3500
+21114,2018, ,Estadual,2,siazmimerkztivk,,8017
+21122,2018, ,Estadual,2,yyglajgu,,3936
+21139,2018, ,Estadual,2,dafmumzvlgx,,3432
+21175,2018,Represa Usina Lambari,Estadual,2,dyimxavj,,7915
+21193,2018, ,Estadual,2,ykavopmclgbj,,8021
+21205,2018, ,Estadual,2,yhu,,11775
+21218,2018,Córrego das Lagoas,Estadual,2,fqxwssrsvl,,8119
+21225,2018, ,Estadual,2,bvoxwpaffirvo,,8156
+21242,2018,Represa Rio JundiaÃ,Estadual,2,zobk,,3462
+21267,2018,PCH Batista Pilar,Estadual,2,gbvddfujxzmr,,3481
+21293,2018, ,Estadual,2,bdexod,,7985
+21302,2018, ,Estadual,2,pfiftplvhitusrm,,8201
+21408,2018,Represa Lindolpho Pio da Silva Dias,Estadual,2,qnondxxmgv,,3459
+21412,2018, ,Estadual,2,mdeuxnsbco,,4072
+21463,2018,PCH Lobo,Estadual,2,qemvrqezmmpepw,,7906
+21475,2018,Represa Córrego Santana,Estadual,2,nlyb,,3478
+21487,2018, ,Estadual,2,xpqoiwrqsunm,,3791
+21488,2018, ,Estadual,2,swnlpono,,3919
+21524,2018, ,Estadual,2,jzspazdwnm,,3925
+21550,2018,UHE Fundão,Estadual,2,zxfmebupcpmqv,,23104
+21595,2018, ,Estadual,2,pmgikzbreukgyl,,11801
+21611,2018,Represa Paulo de Paiva Castro,Estadual,2,krptbfoujd,,3537
+21655,2018,CGH Ester,Estadual,2,bwus,,3496
+21666,2018,Represa Taiaçupeba,Estadual,2,arpckeysoaqqucn,,3539
+21675,2018, ,Estadual,2,idrioazw,,7668
+21704,2018,CGH Justus,Estadual,2,tvypiyhbckulfk,,8044
+21708,2018, ,Estadual,2,iwhfzuczemu,,3907
+21733,2018, ,Estadual,2,ghiqqcxnp,,7977
+21762,2018, ,Estadual,2,cbdsyeq,,8342
+21784,2018,PCH Rochedo,Estadual,2,vsxrllbxshies,,8249
+21820,2018, ,Estadual,2,lcigkeo,,8374
+21823,2018, ,Estadual,2,kgnqdy,,8254
+21824,2018,UHE Rio do Peixe,Estadual,2,skvphsaz,,3525
+21863,2018, ,Estadual,2,pkygkz,,8481
+21869,2018,Reservatório Cebolão,Estadual,2,ztsxxhghrbh,,23094
+21876,2018, ,Estadual,2,odt,,3438
+21907,2018, ,Estadual,2,aqfdiu,,3878
+21939,2018,Represa Rio Piraquara I,Estadual,2,iinshcd,,7686
+21944,2018, ,Estadual,2,ngepaggbrimy,,8020
+21963,2018,Barragem EduÃno Sbardellini,Estadual,2,zdbkbh,,3518
+21984,2018, ,Estadual,2,wqcbvpkmwxic,,7703
+21992,2018,Reservatório Traição,Estadual,2,pwgbun,,23091
+21993,2018,Barragem João Leite,Estadual,2,irxqyueryinhe,,23062
+22009,2018,Represa Usina Jacarezinho,Estadual,2,gddcawe,,8049
+22016,2018, ,Estadual,2,mnrpitvgdixvhny,,8004
+22041,2018,Represa Usina Bonfim,Estadual,2,hdkjnahrdabw,,7947
+22062,2018, ,Estadual,2,ebpfrbhsyzvilq,,8200
+22074,2018,Represa Usina Nova América,Estadual,2,cqfrxsu,,7815
+22130,2018, ,Estadual,2,noylzeqmji,,7743
+22135,2018,PCH Jacaré Pepira,Estadual,2,jzpbkeerqtkm,,7911
+22138,2018,Lagoa Bonita,Estadual,2,prrgp,,7842
+22162,2018, ,Estadual,2,agggvxvpmrn,,3800
+22172,2018, ,Estadual,2,onybeclwvsrs,,22804
+22183,2018,Represa Velha,Estadual,2,liqxf,,3543
+22201,2018,UHE Ibitinga,Estadual,2,repdwryh,,8008
+22231,2018, ,Estadual,2,mgcluhozmoshate,,3521
+22253,2018,Barragem de Rejeito Mineração Catalão,Estadual,2,xheueparb,,8284
+22278,2018,Lagoa da Cerca,Estadual,2,jxeftkqnvarqp,,8275
+22284,2018,Represa Sucupira,Estadual,2,zzhjmniby,,8283
+22285,2018, ,Estadual,2,dyhwjl,,8045
+22288,2018, ,Estadual,2,ayl,,7881
+22292,2018, ,Estadual,2,dgbjjtd,,3586
+22357,2018, ,Estadual,2,sfvfrtuxe,,8001
+22398,2018,Represa Fazenda Pontal,Estadual,2,vdywymlu,,8366
+22401,2018, ,Estadual,2,yfiucydaixdvejl,,3920
+22409,2018, ,Estadual,2,rvdiekaygagd,,11785
+22415,2018, ,Estadual,2,hijkxbwks,,8373
+22419,2018, ,Estadual,2,plsf,,3881
+22421,2018, ,Estadual,2,jcmvpzoaagujcx,,8295
+22427,2018, ,Estadual,2,wlneup,,8277
+22430,2018, ,Estadual,2,vxvrcob,,11859
+22448,2018, ,Estadual,2,udhbpl,,8375
+22466,2018, ,Estadual,2,zadu,,8376
+22468,2018, ,Estadual,2,oewjk,,8328
+22477,2018, ,Estadual,2,rzmwmizfmgqhi,,8361
+22503,2018, ,Estadual,2,xdbof,,8267
+22548,2018, ,Estadual,2,iaaskfqazjyq,,3904
+22562,2018, ,Estadual,2,zyvxj,,3905
+22564,2018,Açude do Moisés,Estadual,2,mxfyuwyxcbhwy,,8389
+22569,2018, ,Estadual,2,ykk,,4077
+22578,2018, ,Estadual,2,rgdvryyb,,8341
+22579,2018, ,Estadual,2,ixqtuwcbjubhce,,8332
+22581,2018, ,Estadual,2,ixvgazubats,,8321
+22594,2018, ,Estadual,2,zcsz,,8299
+22606,2018, ,Estadual,2,dpbscdfocukzx,,11754
+22609,2018, ,Estadual,2,tft,,11758
+22657,2018,PCH Salto Natal,Estadual,2,usirfr,,8100
+22660,2018, ,Estadual,2,cbelgwlbpvev,,8260
+22699,2018,UHE Amador Aguiar II,Estadual,2,ziezpdibq,,23045
+22702,2018, ,Estadual,2,sxciakzdr,,8327
+22720,2018, ,Estadual,2,crcluvjhkzvexw,,7893
--
GitLab
From a5e46d3b2f3dc066da79f7a8b65031ff3d61c34a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 4 Jul 2019 07:59:09 -0300
Subject: [PATCH 22/41] Echo columns from mapping protocol to table_definition
---
database/database_table.py | 23 +++++++++++++++++++++++
requirements.txt | 1 +
2 files changed, 24 insertions(+)
diff --git a/database/database_table.py b/database/database_table.py
index 73cd16a..a48234b 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -24,6 +24,7 @@ import time
import json
import re
import logging
+import jsbeautifier
from sqlalchemy import Table, Column, inspect, Integer, String, Boolean,\
PrimaryKeyConstraint, ForeignKeyConstraint, text
from sqlalchemy.sql import select, insert, update, delete, func
@@ -306,6 +307,20 @@ class DatabaseTable(Table):
return definitions
+ def update_defintions(self, definitions):
+ '''
+ Update the table definitions with an altered definitions object
+ '''
+ logger.debug("Updating table definitions from %s", definitions)
+ definitions_json = self.name + '.json'
+ definitions_json = os.path.join(settings.TABLE_DEFINITIONS_FOLDER, definitions_json)
+
+ new_definitions_json = jsbeautifier.beautify(json.dumps(definitions, ensure_ascii=False))
+ with open(definitions_json, "w") as def_json:
+ def_json.write(new_definitions_json)
+
+ logger.debug("Definitions Updated")
+
def load_protocol(self, protocol):
'''
Takes a Protocol instance and loads it for further use
@@ -396,18 +411,26 @@ class DatabaseTable(Table):
bind = self.metadata.bind
definitions = self.get_definitions()
+ column_dict = definitions.get('columns')
+ if not column_dict:
+ column_dict = {}
for column in self._protocol.get_targets():
try:
column = self._protocol.dbcolumn_from_target(column)
except InvalidTargetError:
continue
+ if column[0] not in column_dict.keys():
+ column_dict[column[0]] = column[1]
if column[0]:
column[0] = column[0].strip()
column = Column(column[0], get_type(column[1]))
self.append_column(column)
+ definitions['columns'] = column_dict
+ self.update_defintions(definitions)
+
primary_key = [self.columns.get(c) for c in definitions['pk']]
if primary_key:
self.constraints.add(PrimaryKeyConstraint(*primary_key))
diff --git a/requirements.txt b/requirements.txt
index 7c18f5d..c3861e1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,6 +5,7 @@ ipython==7.5.0
ipython-genutils==0.2.0
isort==4.3.20
jedi==0.13.3
+jsbeautifier==1.10.0
lazy-object-proxy==1.4.1
manage.py==0.2.10
mccabe==0.6.1
--
GitLab
From 18b75e70827226d9e620b3cf1416946fb27d4243 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 9 Jul 2019 08:55:40 -0300
Subject: [PATCH 23/41] Table can be created using only table definition
---
database/database_table.py | 51 +++++++++++++++++++++++++-------------
1 file changed, 34 insertions(+), 17 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index a48234b..99fdb2d 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -321,6 +321,35 @@ class DatabaseTable(Table):
logger.debug("Definitions Updated")
+ def get_columns_to_create(self, tdef_columns):
+ if self._protocol is None:
+ if not tdef_columns:
+ raise MissingProtocolError("You must first load a protocol or add columns to the table definition")
+ else:
+ logger.warning("Table creation will be entirely based on the table definition")
+ return tdef_columns
+ else:
+ column_dict = {}
+ for column in self._protocol.get_targets():
+ try:
+ column = self._protocol.dbcolumn_from_target(column)
+ except InvalidTargetError:
+ continue
+ if column[0]:
+ column[0] = column[0].strip()
+ column_dict[column[0]] = [column[1], self._protocol.target_from_dbcolumn(column[0])]
+
+ for c_name, c_type in tdef_columns.items():
+ if c_name not in column_dict.keys():
+ prompt = input("The column {} is not present on the mapping protocol but is on the table definition,"
+ "should it still be created ? (Y/n): ".format(c_name))
+ if prompt.upper() in ['', 'Y']:
+ print("Column {} will be created, please update the protocol later".format(c_name))
+ column_dict[c_name] = c_type
+ else:
+ print("Column {} will be removed from the table_definitions.".format(c_name))
+ return column_dict
+
def load_protocol(self, protocol):
'''
Takes a Protocol instance and loads it for further use
@@ -341,7 +370,6 @@ class DatabaseTable(Table):
'''
Creates the mapping table in the database
'''
- self.check_protocol()
if bind is None:
bind = self.metadata.bind
@@ -352,9 +380,10 @@ class DatabaseTable(Table):
with bind.connect() as connection:
logger.info("Populating mapping table")
columns = [c[1] for c in self.columns.items()]
+ definitions = self.get_definitions()
for c in columns:
column = {}
- column['target_name'] = self._protocol.target_from_dbcolumn(c.name)
+ column['target_name'] = definitions['columns'][c.name][1]
if not column['target_name']:
continue
column['name'] = c.name
@@ -403,7 +432,6 @@ class DatabaseTable(Table):
be defined to allow primary key and foreign keys addition.
Useful for table creation.
'''
- self.check_protocol()
if self.columns.keys():
logger.warning("Table mapping already has columns. Nothing done.")
return
@@ -411,21 +439,10 @@ class DatabaseTable(Table):
bind = self.metadata.bind
definitions = self.get_definitions()
- column_dict = definitions.get('columns')
- if not column_dict:
- column_dict = {}
-
- for column in self._protocol.get_targets():
- try:
- column = self._protocol.dbcolumn_from_target(column)
- except InvalidTargetError:
- continue
- if column[0] not in column_dict.keys():
- column_dict[column[0]] = column[1]
- if column[0]:
- column[0] = column[0].strip()
- column = Column(column[0], get_type(column[1]))
+ column_dict = self.get_columns_to_create(definitions.get('columns'))
+ for c_name, c_type in column_dict.items():
+ column = Column(c_name, get_type(c_type[0]))
self.append_column(column)
definitions['columns'] = column_dict
--
GitLab
From a2298f14359eed3fbc34353a45e86e690c2b7689 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Fri, 12 Jul 2019 08:36:50 -0300
Subject: [PATCH 24/41] Remap can now be done only from table_definition
---
database/actions.py | 8 ++--
database/database_table.py | 92 ++++++++++++++++++++++++++------------
manage.py | 16 ++++---
tests/database_test.py | 2 +-
4 files changed, 79 insertions(+), 39 deletions(-)
diff --git a/database/actions.py b/database/actions.py
index 83ee1ed..749b26c 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -70,13 +70,13 @@ def insert(file_name, table, year, offset=2, delimiters=[';', '\\n', '"'], null=
trans.commit()
-def create(table):
+def create(table, ignore_definitions=False):
'''Creates table from mapping_protocol metadata'''
table = gen_data_table(table, META)
with ENGINE.connect() as connection:
trans = connection.begin()
- table.create(bind=connection)
+ table.create(bind=connection, ignore_definitions=ignore_definitions)
table.set_source(bind=connection)
table.create_mapping_table(bind=connection)
trans.commit()
@@ -87,12 +87,12 @@ def drop(table):
table.drop()
-def remap(table, auto_confirmation=True):
+def remap(table, auto_confirmation=True, verify_definitions=False):
'''Applies change made in mapping protocols to database'''
table = gen_data_table(table, META)
table.map_from_database()
- table.remap(auto_confirmation)
+ table.remap(auto_confirmation, verify_definitions)
def csv_from_tabbed(table_name, input_file, output_file, year, sep=';'):
table = gen_data_table(table_name, META)
diff --git a/database/database_table.py b/database/database_table.py
index 99fdb2d..d3c0dce 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -321,7 +321,15 @@ class DatabaseTable(Table):
logger.debug("Definitions Updated")
- def get_columns_to_create(self, tdef_columns):
+ def get_columns_dict(self, tdef_columns, ignore_diff=False):
+ '''
+ Get a dictionary of columns, comparing the columns of the associated protocol with those the columns in table
+ definition.
+ :param tdef_columns: column dict from table definitions
+ :param ignore_diff: when set True will ignore differences in table_definition and get the data only from
+ mapping_protocol when both exists
+ :return: {"column_name": ["column_type(str)", "target"]}
+ '''
if self._protocol is None:
if not tdef_columns:
raise MissingProtocolError("You must first load a protocol or add columns to the table definition")
@@ -339,17 +347,42 @@ class DatabaseTable(Table):
column[0] = column[0].strip()
column_dict[column[0]] = [column[1], self._protocol.target_from_dbcolumn(column[0])]
- for c_name, c_type in tdef_columns.items():
- if c_name not in column_dict.keys():
- prompt = input("The column {} is not present on the mapping protocol but is on the table definition,"
- "should it still be created ? (Y/n): ".format(c_name))
- if prompt.upper() in ['', 'Y']:
- print("Column {} will be created, please update the protocol later".format(c_name))
- column_dict[c_name] = c_type
- else:
- print("Column {} will be removed from the table_definitions.".format(c_name))
+ if not ignore_diff:
+ for c_name, c_type in tdef_columns.items():
+ if c_name not in column_dict.keys():
+ prompt = input("The column {} is not present on the mapping protocol but is on the table definition,"
+ " should it exist ? (Y/n): ".format(c_name))
+ if prompt.upper() in ['', 'Y']:
+ print("Column {} will be created, please update the protocol later".format(c_name))
+ column_dict[c_name] = c_type
+ else:
+ print("Column {} will be removed from the table_definitions.".format(c_name))
+
return column_dict
+ def get_targets_from_definitions(self):
+ '''
+ Get a list containing all the targets from table definition
+ '''
+ targets = []
+ definitions = self.get_definitions()
+ for column_name, parameter_list in definitions['columns'].items():
+ targets.append(parameter_list[1])
+
+ return targets
+
+ def get_dbcolumn_from_target_definition(self, target):
+ '''
+ Gets database column from a target column name. Ouput is a list
+ with the column name and type contents.
+ :return: ['column_name','column_type']
+ '''
+ definitions = self.get_definitions()
+ for column_name, parameter_list in definitions['columns'].items():
+ if parameter_list[1] == target:
+ return [column_name, parameter_list[0]]
+
+
def load_protocol(self, protocol):
'''
Takes a Protocol instance and loads it for further use
@@ -426,10 +459,11 @@ class DatabaseTable(Table):
bind.execute(base_query)
- def map_from_protocol(self, create=False, bind=None):
+ def map_from_protocol(self, create=False, bind=None, ignore_defintions=False):
'''
- Uses information from a protocol to generate self columns. Table definitions must also
- be defined to allow primary key and foreign keys addition.
+ Uses information from a protocol or, if protocol is not present, from table definitions
+ to generate self columns.
+ Table definitions must also be defined to allow primary key and foreign keys addition.
Useful for table creation.
'''
if self.columns.keys():
@@ -439,7 +473,7 @@ class DatabaseTable(Table):
bind = self.metadata.bind
definitions = self.get_definitions()
- column_dict = self.get_columns_to_create(definitions.get('columns'))
+ column_dict = self.get_columns_dict(definitions.get('columns'), ignore_defintions)
for c_name, c_type in column_dict.items():
column = Column(c_name, get_type(c_type[0]))
@@ -475,7 +509,7 @@ class DatabaseTable(Table):
self.constraints.add(ForeignKeyConstraint(keys, fkeys))
- def create(self, bind=None, checkfirst=False):
+ def create(self, bind=None, checkfirst=False, ignore_definitions=False):
'''
Overrides sqlalchemy's create method to use map_from_protocol before creating.
'''
@@ -485,7 +519,7 @@ class DatabaseTable(Table):
logger.error("Table %s already exists", self.name)
return
- self.map_from_protocol(create=True, bind=bind)
+ self.map_from_protocol(create=True, bind=bind, ignore_defintions=ignore_definitions)
super().create(bind=bind, checkfirst=checkfirst)
@@ -636,7 +670,7 @@ class DatabaseTable(Table):
def compare_mapping(self):
'''
- Compares contents of mapping table to protocol and returns tuple with differences in
+ Compares contents of mapping table to table definitions and returns tuple with differences in
the following format:
new_columns, to_drop_columns, update_columns
@@ -647,19 +681,17 @@ class DatabaseTable(Table):
The method uses target_names as the criteria to decide if columns are the same or not.
'''
- self.check_protocol()
-
- protocol_target_list = self._protocol.get_targets()
+ target_list = self.get_targets_from_definitions()
query = self._mapping_table.select()
results = self.metadata.bind.execute(query).fetchall()
db_target_list = [t[1] for t in results]
- new_columns = [c for c in protocol_target_list if c not in db_target_list and c != '']
- to_drop_columns = [c for c in db_target_list if c not in protocol_target_list]
+ new_columns = [c for c in target_list if c not in db_target_list and c != '']
+ to_drop_columns = [c for c in db_target_list if c not in target_list]
update_columns = []
- for target in protocol_target_list:
+ for target in target_list:
query = select([self._mapping_table.c.name, self._mapping_table.c.type])\
.where(self._mapping_table.c.target_name == target)
result = self.metadata.bind.execute(query).fetchone()
@@ -667,7 +699,7 @@ class DatabaseTable(Table):
continue
name, field_type = result
try:
- new_name, new_type = self._protocol.dbcolumn_from_target(target)
+ new_name, new_type = self.get_dbcolumn_from_target_definition(target)
except InvalidTargetError:
to_drop_columns.append(target)
continue
@@ -683,20 +715,24 @@ class DatabaseTable(Table):
return new_columns, to_drop_columns, update_columns
- def remap(self, auto_confirmation=True):
+ def remap(self, auto_confirmation=True, verify_definitions=False):
'''
Checks mapping protocol for differences in table structure - then
attempts to apply differences according to what is recorded in the
- mapping table
+ mapping table.
+ If verify_definitions is set it will ask any difference between mapping_protocol and table_definition
'''
if not self.exists():
print("Table {} doesn't exist".format(self.name))
return
- self.check_protocol()
-
mtable = self._mapping_table
+ # Update table definitions
+ definitions = self.get_definitions()
+ definitions['columns'] = self.get_columns_dict(definitions.get('columns'), ignore_diff=not verify_definitions)
+ self.update_defintions(definitions)
+
if not mtable.exists():
print("Mapping table for {} not found.".format(self.name))
print("Creating mapping table...")
diff --git a/manage.py b/manage.py
index cb87c7c..efe2f9e 100755
--- a/manage.py
+++ b/manage.py
@@ -35,9 +35,11 @@ def insert(csv_file, table, year, sep=';', null='',notifybackup=None):
if notifybackup:
database.actions.generate_backup()
@manager.command
-def create(table):
- '''Creates table using mapping protocols'''
- database.actions.create(table)
+def create(table, ignore_definitions=False):
+ '''Creates table using mapping protocols
+ If ignore_definitions is set, it will ignore the columns from table definition if both, table_definitions and
+ mapping_protocol, exists (though it will still get primary_key, foreign_key and source information)'''
+ database.actions.create(table, ignore_definitions)
@manager.command
def drop(table):
@@ -45,9 +47,11 @@ def drop(table):
database.actions.drop(table)
@manager.command
-def remap(table, auto_confirmation=False):
- '''Restructures a table to match the mapping protocol.'''
- database.actions.remap(table, auto_confirmation)
+def remap(table, auto_confirmation=False, verify_definitions=False):
+ '''Restructures a table to match the mapping protocol.
+ If auto_confirmation is set it will not ask before doing any operation
+ If verify_definitions is set it will ask any difference between mapping_protocol and table_definition'''
+ database.actions.remap(table, auto_confirmation, verify_definitions)
@manager.command
def update_from_file(csv_file, table, year, columns=None, target_list=None, offset=2, sep=';',
diff --git a/tests/database_test.py b/tests/database_test.py
index b0a3497..ca4ddd8 100755
--- a/tests/database_test.py
+++ b/tests/database_test.py
@@ -91,7 +91,7 @@ def modify_mapping_protocol():
def test_creation():
if not ENGINE.dialect.has_table(ENGINE, 'test_reference'):
database.actions.execute_sql_script('test_reference.sql')
- database.actions.create(table_test)
+ database.actions.create(table_test, ignore_definitions=True)
print("Executing fetchall query:")
with ENGINE.connect() as connection:
table = Table(table_test, META, autoload=True, autoload_with=ENGINE)
--
GitLab
From 9266139fdc2fb85add04639b72a8f824d84d7268 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 15 Jul 2019 08:48:59 -0300
Subject: [PATCH 25/41] Fix creation without columns in table definitions
---
database/database_table.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/database/database_table.py b/database/database_table.py
index d3c0dce..d67e944 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -347,7 +347,7 @@ class DatabaseTable(Table):
column[0] = column[0].strip()
column_dict[column[0]] = [column[1], self._protocol.target_from_dbcolumn(column[0])]
- if not ignore_diff:
+ if not ignore_diff and tdef_columns:
for c_name, c_type in tdef_columns.items():
if c_name not in column_dict.keys():
prompt = input("The column {} is not present on the mapping protocol but is on the table definition,"
--
GitLab
From c44d1abd1b10a92c49b84077799dcae31f7c8aa6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 18 Jul 2019 08:30:27 -0300
Subject: [PATCH 26/41] Fix insertion when two columns are based in the same
header
---
database/protocol.py | 12 +++++++++++-
1 file changed, 11 insertions(+), 1 deletion(-)
diff --git a/database/protocol.py b/database/protocol.py
index 2316a7f..10886a7 100644
--- a/database/protocol.py
+++ b/database/protocol.py
@@ -74,9 +74,19 @@ class Protocol(object):
if not indexes:
return None
if len(indexes) > 1:
- return None
+ self.resolve_duplicates(year, indexes)
+
return self._remaped[indexes[0]]
+ def resolve_duplicates(self, year, indexes):
+ '''
+ Transforms a dbcolumn that gets the data from the same header to a denormalization of the first column.
+ '''
+ original_dbcolumn = self.dbcolumn_from_target(self._remaped[indexes[0]])[0]
+
+ for i in range(1, len(indexes)):
+ self._dataframe.loc[indexes[i], year] = '~' + original_dbcolumn
+
def original_from_target(self, name, year):
'''Gets original column from target column and a year
Input example: **{'name': 'CEBMA015N0', 'year': '2015'}
--
GitLab
From 73f518a5b85a2bbef84932d4eefbf0811913e746 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 25 Jul 2019 08:29:08 -0300
Subject: [PATCH 27/41] Create a new class for table definitions
---
database/actions.py | 2 +
database/base.py | 5 ++
database/database_table.py | 130 ++++++++++++++-----------------------
database/definitions.py | 119 +++++++++++++++++++++++++++++++++
4 files changed, 173 insertions(+), 83 deletions(-)
create mode 100644 database/definitions.py
diff --git a/database/actions.py b/database/actions.py
index 749b26c..4f2b9a5 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -73,6 +73,7 @@ def insert(file_name, table, year, offset=2, delimiters=[';', '\\n', '"'], null=
def create(table, ignore_definitions=False):
'''Creates table from mapping_protocol metadata'''
table = gen_data_table(table, META)
+ table.gen_definitions()
with ENGINE.connect() as connection:
trans = connection.begin()
@@ -90,6 +91,7 @@ def drop(table):
def remap(table, auto_confirmation=True, verify_definitions=False):
'''Applies change made in mapping protocols to database'''
table = gen_data_table(table, META)
+ table.gen_definitions()
table.map_from_database()
table.remap(auto_confirmation, verify_definitions)
diff --git a/database/base.py b/database/base.py
index 4312529..d49badb 100644
--- a/database/base.py
+++ b/database/base.py
@@ -41,6 +41,11 @@ class MissingProtocolError(DatabaseError):
requires a protocol while there is none loaded'''
pass
+class MissingDefinitionsError(DatabaseError):
+ '''This exception should be raised if the program tries to use methods that
+ requires the table Definitions while there is none loaded'''
+ pass
+
class MissingForeignKeyError(DatabaseError):
'''This exception should be raised if an expected foreign key is not found.'''
def __init__(self, referred_table=None):
diff --git a/database/database_table.py b/database/database_table.py
index d67e944..7a54ae7 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -30,11 +30,12 @@ from sqlalchemy import Table, Column, inspect, Integer, String, Boolean,\
from sqlalchemy.sql import select, insert, update, delete, func
import pandas as pd
-from database.base import DatabaseColumnError, MissingProtocolError, DatabaseMappingError,\
- InvalidTargetError, MissingForeignKeyError, MissingTableError,\
- CircularReferenceError
+from database.base import DatabaseColumnError, MissingProtocolError, DatabaseMappingError, \
+ InvalidTargetError, MissingForeignKeyError, MissingTableError, \
+ CircularReferenceError, MissingDefinitionsError
from database.protocol import Protocol
from database.types import get_type
+from database.definitions import Definitions
import settings
# Disable no-member warnings to silence false positives from Table instances dinamically generated
@@ -145,6 +146,8 @@ class DatabaseTable(Table):
self._mapping_table = gen_mapping_table(self)
if not hasattr(self, '_protocol'):
self._protocol = None
+ if not hasattr(self, '_definitions'):
+ self._definitions = None
if 'protocol' in kwargs.keys():
self.load_protocol(kwargs['protocol'])
@@ -295,47 +298,21 @@ class DatabaseTable(Table):
logger.debug("Table %s not present in database.", self.name)
raise MissingTableError(self.name)
- def get_definitions(self):
+ def get_columns_dict(self, ignore_diff=False):
'''
- Returns a dictionary with definitions from a table definitions file
- '''
- definitions = self.name + '.json'
- logger.debug("Acquiring definitions from %s", definitions)
- definitions = os.path.join(settings.TABLE_DEFINITIONS_FOLDER, definitions)
- definitions = json.loads(open(definitions).read())
- logger.debug("Definitions loaded")
-
- return definitions
-
- def update_defintions(self, definitions):
- '''
- Update the table definitions with an altered definitions object
- '''
- logger.debug("Updating table definitions from %s", definitions)
- definitions_json = self.name + '.json'
- definitions_json = os.path.join(settings.TABLE_DEFINITIONS_FOLDER, definitions_json)
-
- new_definitions_json = jsbeautifier.beautify(json.dumps(definitions, ensure_ascii=False))
- with open(definitions_json, "w") as def_json:
- def_json.write(new_definitions_json)
-
- logger.debug("Definitions Updated")
-
- def get_columns_dict(self, tdef_columns, ignore_diff=False):
- '''
- Get a dictionary of columns, comparing the columns of the associated protocol with those the columns in table
- definition.
- :param tdef_columns: column dict from table definitions
+ Get a dictionary of columns, comparing the columns of the associated protocol with the columns in definitions
:param ignore_diff: when set True will ignore differences in table_definition and get the data only from
mapping_protocol when both exists
:return: {"column_name": ["column_type(str)", "target"]}
'''
+ self.check_definitions()
+
if self._protocol is None:
- if not tdef_columns:
+ if self._definitions.columns is None:
raise MissingProtocolError("You must first load a protocol or add columns to the table definition")
else:
logger.warning("Table creation will be entirely based on the table definition")
- return tdef_columns
+ return self._definitions.columns
else:
column_dict = {}
for column in self._protocol.get_targets():
@@ -347,11 +324,11 @@ class DatabaseTable(Table):
column[0] = column[0].strip()
column_dict[column[0]] = [column[1], self._protocol.target_from_dbcolumn(column[0])]
- if not ignore_diff and tdef_columns:
- for c_name, c_type in tdef_columns.items():
+ if not ignore_diff and self._definitions.columns:
+ for c_name, c_type in self._definitions.columns.items():
if c_name not in column_dict.keys():
- prompt = input("The column {} is not present on the mapping protocol but is on the table definition,"
- " should it exist ? (Y/n): ".format(c_name))
+ prompt = input("The column {} is not present on the mapping protocol but is on the "
+ "table definition, should it exist ? (Y/n): ".format(c_name))
if prompt.upper() in ['', 'Y']:
print("Column {} will be created, please update the protocol later".format(c_name))
column_dict[c_name] = c_type
@@ -360,29 +337,6 @@ class DatabaseTable(Table):
return column_dict
- def get_targets_from_definitions(self):
- '''
- Get a list containing all the targets from table definition
- '''
- targets = []
- definitions = self.get_definitions()
- for column_name, parameter_list in definitions['columns'].items():
- targets.append(parameter_list[1])
-
- return targets
-
- def get_dbcolumn_from_target_definition(self, target):
- '''
- Gets database column from a target column name. Ouput is a list
- with the column name and type contents.
- :return: ['column_name','column_type']
- '''
- definitions = self.get_definitions()
- for column_name, parameter_list in definitions['columns'].items():
- if parameter_list[1] == target:
- return [column_name, parameter_list[0]]
-
-
def load_protocol(self, protocol):
'''
Takes a Protocol instance and loads it for further use
@@ -403,6 +357,7 @@ class DatabaseTable(Table):
'''
Creates the mapping table in the database
'''
+ self.check_definitions()
if bind is None:
bind = self.metadata.bind
@@ -413,10 +368,9 @@ class DatabaseTable(Table):
with bind.connect() as connection:
logger.info("Populating mapping table")
columns = [c[1] for c in self.columns.items()]
- definitions = self.get_definitions()
for c in columns:
column = {}
- column['target_name'] = definitions['columns'][c.name][1]
+ column['target_name'] = self._definitions.columns[c.name][1]
if not column['target_name']:
continue
column['name'] = c.name
@@ -430,9 +384,9 @@ class DatabaseTable(Table):
'''
Inserts or updates table entry in the sources table
'''
+ self.check_definitions()
if bind is None:
bind = self.metadata.bind
- definitions = self.get_definitions()
source_table = gen_source_table(self.metadata)
# Create source table if doesnt exist
@@ -441,8 +395,6 @@ class DatabaseTable(Table):
source_table.create(bind=bind)
logger.debug("Source table creation: no exceptions.")
- source = definitions['data_source']
-
logger.debug("Checking for '%s' in source table", self.name)
base_select = select([source_table.c.id]).where(source_table.c.table_name == self.name)
table_id = bind.execute(base_select).fetchone()
@@ -455,7 +407,7 @@ class DatabaseTable(Table):
logger.debug("Table not found. Running insert query")
base_query = insert(source_table)
- base_query = base_query.values(table_name=self.name, source=source)
+ base_query = base_query.values(table_name=self.name, source=self._definitions.source)
bind.execute(base_query)
@@ -466,27 +418,26 @@ class DatabaseTable(Table):
Table definitions must also be defined to allow primary key and foreign keys addition.
Useful for table creation.
'''
+ self.check_definitions()
if self.columns.keys():
logger.warning("Table mapping already has columns. Nothing done.")
return
if bind is None:
bind = self.metadata.bind
- definitions = self.get_definitions()
- column_dict = self.get_columns_dict(definitions.get('columns'), ignore_defintions)
+ column_dict = self.get_columns_dict(ignore_defintions)
for c_name, c_type in column_dict.items():
column = Column(c_name, get_type(c_type[0]))
self.append_column(column)
- definitions['columns'] = column_dict
- self.update_defintions(definitions)
+ self._definitions.update_columns(column_dict)
- primary_key = [self.columns.get(c) for c in definitions['pk']]
+ primary_key = [self.columns.get(c) for c in self._definitions.pkcolumns]
if primary_key:
self.constraints.add(PrimaryKeyConstraint(*primary_key))
- for foreign_key in definitions["foreign_keys"]:
+ for foreign_key in self._definitions.fkcolumns:
keys = [self.columns.get(c) for c in foreign_key["keys"]]
ref_table = DatabaseTable(foreign_key["reference_table"], self.metadata)
@@ -568,7 +519,6 @@ class DatabaseTable(Table):
field_type = get_type(field_type)
-
if target is not None and self._mapping_table.exists():
entry = {
'target_name': target,
@@ -681,7 +631,8 @@ class DatabaseTable(Table):
The method uses target_names as the criteria to decide if columns are the same or not.
'''
- target_list = self.get_targets_from_definitions()
+ self.check_definitions()
+ target_list = self._definitions.get_targets()
query = self._mapping_table.select()
results = self.metadata.bind.execute(query).fetchall()
@@ -699,7 +650,7 @@ class DatabaseTable(Table):
continue
name, field_type = result
try:
- new_name, new_type = self.get_dbcolumn_from_target_definition(target)
+ new_name, new_type = self._definitions.get_dbcolumn_from_target(target)
except InvalidTargetError:
to_drop_columns.append(target)
continue
@@ -722,6 +673,7 @@ class DatabaseTable(Table):
mapping table.
If verify_definitions is set it will ask any difference between mapping_protocol and table_definition
'''
+ self.check_definitions()
if not self.exists():
print("Table {} doesn't exist".format(self.name))
return
@@ -729,9 +681,8 @@ class DatabaseTable(Table):
mtable = self._mapping_table
# Update table definitions
- definitions = self.get_definitions()
- definitions['columns'] = self.get_columns_dict(definitions.get('columns'), ignore_diff=not verify_definitions)
- self.update_defintions(definitions)
+ column_dict = self.get_columns_dict(ignore_diff=not verify_definitions)
+ self._definitions.update_columns(column_dict)
if not mtable.exists():
print("Mapping table for {} not found.".format(self.name))
@@ -763,13 +714,13 @@ class DatabaseTable(Table):
with self.metadata.bind.connect() as connection:
# Create new columns
if accept_new_columns:
- for column in new_columns:
+ for target in new_columns:
try:
- dbcolumn = self._protocol.dbcolumn_from_target(column)
+ dbcolumn = self._definitions.get_dbcolumn_from_target(target)
except InvalidTargetError:
continue
- self.add_column(dbcolumn[0], dbcolumn[1], column, bind=connection)
+ self.add_column(dbcolumn[0], dbcolumn[1], target, bind=connection)
# Drop columns
if accept_drop_columns:
@@ -1088,6 +1039,19 @@ class DatabaseTable(Table):
ttable.schema = temp_schema
+ def check_definitions(self):
+ ''' Raises MissingDefinitionsError if the definitions is not loaded.'''
+ if self._definitions is None:
+ raise MissingDefinitionsError('You must first load the table Definitions')
+
+ def gen_definitions(self, keys=None):
+ ''' Associates a Definitions object to the table '''
+ logger.debug('Generating Definitions.')
+ if not self._definitions:
+ self._definitions = Definitions(self.name, keys)
+ else:
+ logger.debug('Table definitions already loaded, nothing done.')
+
def gen_data_table(table, meta):
'''Returns a DatabaseTable instance with associated mapping protocol'''
table = DatabaseTable(table, meta)
diff --git a/database/definitions.py b/database/definitions.py
new file mode 100644
index 0000000..6770a76
--- /dev/null
+++ b/database/definitions.py
@@ -0,0 +1,119 @@
+'''
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+'''
+
+import logging
+import os
+import json
+import jsbeautifier
+import settings
+from database.base import InvalidTargetError
+
+logger = logging.getLogger(__name__)
+
+standard_keys = {
+ 'source': 'data_source',
+ 'description': 'pairing_description',
+ 'pkcolumns': 'pk',
+ 'fkcolumns': 'foreign_keys',
+ 'columns': 'columns'
+}
+
+class Definitions(object):
+ '''
+ Class created from the Table definitions, contains primary key, foreign key, descriptions, source
+ and columns
+ '''
+ def __init__(self, t_name, keys=None):
+ self.source = None
+ self.description = None
+ self.columns = None
+ self.pkcolumns = None
+ self.fkcolumns = None
+ self._name = t_name
+ self.load_json(keys)
+
+ def load_json(self, keys=None):
+ ''' Read the table definition json into the correct Definitions variables '''
+ definitions = self._name + '.json'
+ logger.debug("Acquiring definitions from %s", definitions)
+ definitions = os.path.join(settings.TABLE_DEFINITIONS_FOLDER, definitions)
+ definitions = json.loads(open(definitions).read())
+ self.load_from_dict(definitions, keys)
+
+ def update_columns(self, columns):
+ ''' Update Table definition json with a new columns dict '''
+ definitions_json = self._name + '.json'
+ logger.debug("Updating table definitions from %s", definitions_json)
+ definitions_json = os.path.join(settings.TABLE_DEFINITIONS_FOLDER, definitions_json)
+
+ self.columns = columns
+ new_definitions = self.to_dict()
+ new_definitions = jsbeautifier.beautify(json.dumps(new_definitions, ensure_ascii=False))
+ with open(definitions_json, "w") as def_json:
+ def_json.write(new_definitions)
+
+ logger.debug("Definitions Updated")
+
+ def load_from_dict(self, definitions, keys=None):
+ ''' Takes a definitions dictionary and load the object Definitions variables '''
+ if not keys:
+ keys = standard_keys
+
+ self.source = definitions[keys['source']]
+ self.description = definitions[keys['description']]
+ self.pkcolumns = definitions[keys['pkcolumns']]
+ self.fkcolumns = definitions[keys['fkcolumns']]
+ self.columns = definitions[keys['columns']]
+ logger.debug("Definitions loaded")
+
+ def to_dict(self, keys=None):
+ ''' Transforms a Definition object into a dictionary for writing in a json file '''
+ if not keys:
+ keys = standard_keys
+
+ definitions = {
+ keys['description']: self.description,
+ keys['source']: self.source,
+ keys['pkcolumns']: self.pkcolumns,
+ keys['fkcolumns']: self.fkcolumns,
+ keys['columns']: self.columns
+ }
+ return definitions
+
+ def get_targets(self):
+ ''' Returns a list containing all columns targets '''
+ targets = []
+ for column_name, parameter_list in self.columns.items():
+ targets.append(parameter_list[1])
+
+ return targets
+
+ def get_dbcolumn_from_target(self, target):
+ ''' Gets a database column from a target column name. Ouput is a list
+ with the column name and type contents.
+ :return: ['column_name','column_type'] '''
+ found = False
+ for column_name, parameter_list in self.columns.items():
+ if parameter_list[1] == target:
+ found = True
+ return [column_name, parameter_list[0]]
+
+ if not found:
+ raise InvalidTargetError(target)
--
GitLab
From 44e8fe3a75fc3ee62fed95c81cf6a300f2cf96d6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 25 Jul 2019 08:34:49 -0300
Subject: [PATCH 28/41] Small change to remap prompt
---
database/database_table.py | 6 +++---
1 file changed, 3 insertions(+), 3 deletions(-)
diff --git a/database/database_table.py b/database/database_table.py
index 7a54ae7..8fa85da 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -698,17 +698,17 @@ class DatabaseTable(Table):
if not auto_confirmation:
if new_columns:
print('The following columns will be CREATED:', ', '.join(new_columns))
- prompt = input('Is it right (yes or no)? ')
+ prompt = input('Is it right (y/N)? ')
accept_new_columns = prompt == 'yes' or prompt == 'y' or prompt == 1
if to_drop_columns:
print('The following columns will be DROPPED:', ', '.join(to_drop_columns))
- prompt = input('Is it right (yes or no)? ')
+ prompt = input('Is it right (y/N)? ')
accept_drop_columns = prompt == 'yes' or prompt == 'y' or prompt == 1
if update_columns:
update_list = [update_dict['name'] + ' -new name: ' + update_dict['new_name']
+ ' -new type: ' + update_dict['new_type'] for update_dict in update_columns]
print('The following columns will be UPDATED:', ', '.join(update_list))
- prompt = input('Is it right (yes or no)? ')
+ prompt = input('Is it right (y/N)? ')
accept_update_columns = prompt == 'yes' or prompt == 'y' or prompt == 1
with self.metadata.bind.connect() as connection:
--
GitLab
From 9c2293b443020daa7d3cf510d0ae650740cea994 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Wed, 21 Aug 2019 08:10:52 -0300
Subject: [PATCH 29/41] Fix definitions load from dict when columns are not
defined
---
database/definitions.py | 6 +++++-
1 file changed, 5 insertions(+), 1 deletion(-)
diff --git a/database/definitions.py b/database/definitions.py
index 6770a76..eba0f56 100644
--- a/database/definitions.py
+++ b/database/definitions.py
@@ -80,7 +80,11 @@ class Definitions(object):
self.description = definitions[keys['description']]
self.pkcolumns = definitions[keys['pkcolumns']]
self.fkcolumns = definitions[keys['fkcolumns']]
- self.columns = definitions[keys['columns']]
+
+ try:
+ self.columns = definitions[keys['columns']]
+ except KeyError:
+ self.columns = None
logger.debug("Definitions loaded")
def to_dict(self, keys=None):
--
GitLab
From e15a9f4b1b12ee72db737a1bca6783ca200a7b16 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Wed, 28 Aug 2019 08:58:24 -0300
Subject: [PATCH 30/41] Use pandas to read header
---
database/actions.py | 5 +++--
1 file changed, 3 insertions(+), 2 deletions(-)
diff --git a/database/actions.py b/database/actions.py
index 4f2b9a5..aa0653a 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -28,6 +28,7 @@ from database.database_table import gen_data_table, copy_tabbed_to_csv
import database.groups
import settings
from database.groups import DATA_GROUP, DATABASE_TABLE_NAME
+import pandas as pd
ENGINE = create_engine(settings.DATABASE_URI, echo=settings.ECHO)
META = MetaData(bind=ENGINE)
@@ -44,8 +45,8 @@ sqlalchemy_logger.setLevel(settings.LOGGING_LEVEL)
def temporary_data(connection, file_name, table, year, offset=2,
delimiters=[';', '\\n', '"'], null=''):
- header = open(file_name, encoding="ISO-8859-9").readline().strip()
- header = header.split(delimiters[0])
+ header = pd.read_csv(file_name, encoding="ISO-8859-9", sep=delimiters[0])
+ header = [h.strip() for h in header.columns.values]
ttable = table.get_temporary(header, year)
ttable.create(bind=connection)
--
GitLab
From 228c3e448350701bdffa3e6cdfc436ccfdc3aaec Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Thu, 5 Sep 2019 09:19:53 -0300
Subject: [PATCH 31/41] Fix derivatives being executed for multiple years in
run_aggregations
---
database/database_table.py | 3 ++-
1 file changed, 2 insertions(+), 1 deletion(-)
diff --git a/database/database_table.py b/database/database_table.py
index 8fa85da..8f0e6d6 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -241,7 +241,8 @@ class DatabaseTable(Table):
bind = self.metadata.bind
original_columns = list(self.columns)
- query = ttable.insert().from_select(original_columns, select(original_columns))
+ query = ttable.insert().from_select(original_columns, select(original_columns)
+ .where(self.c[settings.YEAR_COLUMN] == year))
bind.execute(query)
return ttable
--
GitLab
From 121deb722eed9bc2f5997c1136a2926c6e9417cf Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Fri, 20 Sep 2019 08:29:29 -0300
Subject: [PATCH 32/41] Fix missing definitions error with multiple fk's
---
database/database_table.py | 1 +
1 file changed, 1 insertion(+)
diff --git a/database/database_table.py b/database/database_table.py
index 8f0e6d6..f603016 100644
--- a/database/database_table.py
+++ b/database/database_table.py
@@ -447,6 +447,7 @@ class DatabaseTable(Table):
try:
protocol.load_csv(protocol_path)
ref_table.load_protocol(protocol)
+ ref_table.gen_definitions()
ref_table.map_from_protocol(create=create, bind=bind)
if create:
ref_table.create(bind=bind)
--
GitLab
From 30044e1fab01667d9a0bbdb96f659c425d36c7a0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 8 Oct 2019 10:03:58 -0300
Subject: [PATCH 33/41] Fix mixed types error when reading header
---
database/actions.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/database/actions.py b/database/actions.py
index aa0653a..3b2cdcf 100644
--- a/database/actions.py
+++ b/database/actions.py
@@ -45,7 +45,7 @@ sqlalchemy_logger.setLevel(settings.LOGGING_LEVEL)
def temporary_data(connection, file_name, table, year, offset=2,
delimiters=[';', '\\n', '"'], null=''):
- header = pd.read_csv(file_name, encoding="ISO-8859-9", sep=delimiters[0])
+ header = pd.read_csv(file_name, encoding="ISO-8859-9", sep=delimiters[0], nrows=1)
header = [h.strip() for h in header.columns.values]
ttable = table.get_temporary(header, year)
--
GitLab
From c7cdae85db35a4dff067014c8e988206f21a17b2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Fri, 11 Oct 2019 09:01:58 -0300
Subject: [PATCH 34/41] Update README
---
README.md | 3 +++
1 file changed, 3 insertions(+)
diff --git a/README.md b/README.md
index c17fbb8..57066e6 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,9 @@
This respository contains the HOTMapper tool, a tool that allows the user to manage his historical data using a mapping protocol.
+Bellow we have a simple usage tutorial, if you want a more complete tutorial or know more about all HOTMapper aspects,
+please head to our [wiki page.](https://gitlab.c3sl.ufpr.br/tools/hotmapper/wikis/home)
+
## Table of content ##
[HOTMapper](#hotmapper)
--
GitLab
From 9342ff15cfa4a8b6ae65e752e01f251560526ee4 Mon Sep 17 00:00:00 2001
From: jvfpw18 <jvfpw18@inf.ufpr.br>
Date: Mon, 14 Oct 2019 08:57:24 -0300
Subject: [PATCH 35/41] Update README.md
---
README.md | 18 +++++++++---------
1 file changed, 9 insertions(+), 9 deletions(-)
diff --git a/README.md b/README.md
index 57066e6..7e911a9 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ To make it easier to execute the tool, we have dowloaded all data from "Local Of
## Requirements ##
* Python 3 (It's recommended to use a virtual environment, such as virtualenv)
-* MonetDB (We plan to make other databases to work with HOTMapper in the future)
+* [MonetDB](https://www.monetdb.org/Downloads) (We plan to make other databases to work with HOTMapper in the future)
## Installation ##
@@ -41,7 +41,7 @@ We assume that Python 3.x is installed in the local computer and that all the fo
1a) On Linux/macOS
```bash
-$ sudo -H pip install virtualenv
+$ sudo -H pip3 install virtualenv
```
1b) On Windows (with administrator privilleges)
@@ -193,37 +193,37 @@ $ ./manage.py create localoferta_ens_superior
a) To insert 2010:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2010.CSV localoferta_ens_superior 2010 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2010.CSV localoferta_ens_superior 2010 --sep="|"
```
b) To insert 2011:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2011.CSV localoferta_ens_superior 2011 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2011.CSV localoferta_ens_superior 2011 --sep="|"
```
c) To insert 2012:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2012.CSV localoferta_ens_superior 2012 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2012.CSV localoferta_ens_superior 2012 --sep="|"
```
d) To insert 2013:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2013.CSV localoferta_ens_superior 2013 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2013.CSV localoferta_ens_superior 2013 --sep="|"
```
e) To insert 2014:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2014.CSV localoferta_ens_superior 2014 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2014.CSV localoferta_ens_superior 2014 --sep="|"
```
f) To insert 2015:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2015.CSV localoferta_ens_superior 2015 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2015.CSV localoferta_ens_superior 2015 --sep="|"
```
g) To insert 2016:
```bash
-$ ./manage.py insert FILEPATH/DM_LOCAL_OFERTA_2016.CSV localoferta_ens_superior 2016 --sep="|"
+$ ./manage.py insert FILEPATH/hotmapper/open_data/DM_LOCAL_OFERTA_2016.CSV localoferta_ens_superior 2016 --sep="|"
```
### Demo scenario 2 ###
--
GitLab
From 536e973552118e972d24af4fb037d0c43fa389c7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 14 Oct 2019 09:31:57 -0300
Subject: [PATCH 36/41] Revert "Merge branch 'add_submodules' into
'development'"
This reverts commit 7d87e8a686a6692994ba42229f352c271000b560, reversing
changes made to 7850a26140c932b2358b6953a1bfc7064b269929.
---
.gitmodules | 9 -
mapping-protocols | 1 -
.../localoferta_ens_superior.csv | 18 +
mapping_protocols/matricula.csv | 108 +
mapping_protocols/matricula_remap.csv | 108 +
mapping_protocols/test_database.csv | 9 +
settings.py | 6 +-
sql-scripts | 1 -
sql/regiao.sql | 32 +
sql/test_reference.sql | 25027 ++++++++++++++++
table-definitions | 1 -
.../localoferta_ens_superior.json | 7 +
table_definitions/matricula.json | 8 +
table_definitions/test_database.json | 12 +
14 files changed, 25332 insertions(+), 15 deletions(-)
delete mode 100644 .gitmodules
delete mode 160000 mapping-protocols
create mode 100644 mapping_protocols/localoferta_ens_superior.csv
create mode 100644 mapping_protocols/matricula.csv
create mode 100644 mapping_protocols/matricula_remap.csv
create mode 100644 mapping_protocols/test_database.csv
delete mode 160000 sql-scripts
create mode 100644 sql/regiao.sql
create mode 100644 sql/test_reference.sql
delete mode 160000 table-definitions
create mode 100644 table_definitions/localoferta_ens_superior.json
create mode 100644 table_definitions/matricula.json
create mode 100644 table_definitions/test_database.json
diff --git a/.gitmodules b/.gitmodules
deleted file mode 100644
index cee3f9e..0000000
--- a/.gitmodules
+++ /dev/null
@@ -1,9 +0,0 @@
-[submodule "table-definitions"]
- path = table-definitions
- url = git@gitlab.c3sl.ufpr.br:tools/table-definitions.git
-[submodule "mapping-protocols-hotmapper"]
- path = mapping-protocols
- url = git@gitlab.c3sl.ufpr.br:tools/mapping-protocols-hotmapper.git
-[submodule "sql-scripts"]
- path = sql-scripts
- url = git@gitlab.c3sl.ufpr.br:tools/sql-scripts.git
diff --git a/mapping-protocols b/mapping-protocols
deleted file mode 160000
index 0014f23..0000000
--- a/mapping-protocols
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 0014f2394e674fa5c6e461bbc2b98e8f78c3b923
diff --git a/mapping_protocols/localoferta_ens_superior.csv b/mapping_protocols/localoferta_ens_superior.csv
new file mode 100644
index 0000000..eb02aef
--- /dev/null
+++ b/mapping_protocols/localoferta_ens_superior.csv
@@ -0,0 +1,18 @@
+Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2010,2011,2012,2013,2014,2015,2016
+SMPPIR-LOCAL-OFERTA1,CO_IES,Código único de identificação da IES,0,cod_ies,INTEGER,CO_IES,CO_IES,CO_IES,CO_IES,CO_IES,CO_IES,CO_IES
+SMPPIR-LOCAL-OFERTA2,CO_MUNICIPIO_LOCAL_OFERTA,Código do municÃpio do local de oferta,0,cod_municipio,INTEGER,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA,CO_MUNICIPIO_LOCAL_OFERTA
+SMPPIR-LOCAL-OFERTA3,NO_MUNICIPIO_LOCAL_OFERTA,Nome do municÃpio do local de oferta,0,nome_municipio,VARCHAR(255),NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA,NO_MUNICIPIO_LOCAL_OFERTA
+SMPPIR-LOCAL-OFERTA4,CO_UF_LOCAL_OFERTA,Código da Unidade da Federação do local de oferta,0,cod_uf,INTEGER,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA,CO_UF_LOCAL_OFERTA
+SMPPIR-LOCAL-OFERTA5,SGL_UF_LOCAL_OFERTA,Sigla da unidade da federação do local de oferta,0,sigla_uf,VARCHAR(2),SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA,SGL_UF_LOCAL_OFERTA
+SMPPIR-LOCAL-OFERTA6,IN_SEDE,Informa se o agrupador é o principal da IES,0,sede,INTEGER,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE,IN_SEDE
+SMPPIR-LOCAL-OFERTA7,CO_CURSO_POLO,Código de identificação do polo vinculado ao curso,0,cod_curso_polo,INTEGER,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO,CO_CURSO_POLO
+SMPPIR-LOCAL-OFERTA8,CO_CURSO,Código único de identificação do curso,0,cod_curso,INTEGER,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO,CO_CURSO
+SMPPIR-LOCAL-OFERTA9,IN_LOCAL_OFERTA_NEAD,Informa se o tipo de local de oferta é Núcleo de Educação a Distância (NEAD),0,nucleo_educacao_a_distancia,INTEGER,,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD,IN_LOCAL_OFERTA_NEAD
+SMPPIR-LOCAL-OFERTA10,IN_LOCAL_OFERTA_UAB,Informa se o tipo de local de oferta é Polo Universidade Aberta do Brasil (UAB),0,universidade_aberta_do_brasil,INTEGER,,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB,IN_LOCAL_OFERTA_UAB
+SMPPIR-LOCAL-OFERTA11,IN_LOCAL_OFERTA_REITORIA,Informa se o tipo de local de oferta é Unidade Administrativa/Reitoria,0,reitoria,INTEGER,,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA,IN_LOCAL_OFERTA_REITORIA
+SMPPIR-LOCAL-OFERTA12,IN_LOCAL_OFERTA_POLO,Informa se o tipo de local de oferta é Polo de apoio presencial,0,polo_de_apoio_presencial,INTEGER,,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO,IN_LOCAL_OFERTA_POLO
+SMPPIR-LOCAL-OFERTA13,IN_LOCAL_OFERTA_UNID_ACADEMICA,Informa se o tipo de local de oferta é Unidade Acadêmica,0,unidade_academica,INTEGER,,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA,IN_LOCAL_OFERTA_UNID_ACADEMICA
+SMPPIR-LOCAL-OFERTA15,NO_LOCAL_OFERTA,Nome do local de oferta definido pela instituição,0,nome,VARCHAR(255),,,,NO_LOCAL_OFERTA,NO_LOCAL_OFERTA,NO_LOCAL_OFERTA,NO_LOCAL_OFERTA
+SMPPIR-LOCAL-OFERTA16,DT_INICIO_FUNCIONAMENTO,Data de inÃcio de funcionamento do local de oferta dos cursos EaD,0,data_incio_funcionamento,VARCHAR(255),,,,DT_INICIO_FUNCIONAMENTO,DT_INICIO_FUNCIONAMENTO,DT_INICIO_FUNCIONAMENTO,DT_INICIO_FUNCIONAMENTO
+SMPPIR-LOCAL-OFERTA17,CO_LOCAL_OFERTA,Código de identificação do local de oferta,0,cod_local_oferta,INTEGER,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA_IES,CO_LOCAL_OFERTA,CO_LOCAL_OFERTA
+ANO,ANO_CENSO,Ano de pesquisa,0,ano_censo,SMALLINT,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO,ANO_CENSO
diff --git a/mapping_protocols/matricula.csv b/mapping_protocols/matricula.csv
new file mode 100644
index 0000000..0e9c08d
--- /dev/null
+++ b/mapping_protocols/matricula.csv
@@ -0,0 +1,108 @@
+Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2013,2014,2015,2016,2017
+ANO,NU_ANO_CENSO,Ano do Censo,0,ano_censo,INT,ANO_CENSO,ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO
+CEBMA002N0,ID_MATRICULA,Código único da matrÃcula,0,id,INT,PK_COD_MATRICULA,PK_COD_MATRICULA,ID_MATRICULA,ID_MATRICULA,ID_MATRICULA
+CEBMA003N0,CO_PESSOA_FISICA,Código do aluno (ID_INEP),0,cod_aluno,BIGINT,FK_COD_ALUNO,FK_COD_ALUNO,CO_PESSOA_FISICA,CO_PESSOA_FISICA,CO_PESSOA_FISICA
+CEBMA004N0,NU_DIA,Data de nascimento do aluno - dia,0,nasc_dia,TINYINT,NU_DIA,NU_DIA,NU_DIA,NU_DIA,NU_DIA
+CEBMA005N0,NU_MES,Data de nascimento do aluno - mês,0,nasc_mes,TINYINT,NU_MES,NU_MES,NU_MES,NU_MES,NU_MES
+CEBMA006N0,NU_ANO,Data de nascimento do aluno - ano,0,nasc_ano,SMALLINT,NU_ANO,NU_ANO,NU_ANO,NU_ANO,NU_ANO
+CEBMA007N0,NU_IDADE_REFERENCIA,Idade do aluno no mês de referência do Censo Escolar (31 de maio),0,idade_referencia,TINYINT,NUM_IDADE_REFERENCIA,NUM_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA
+CEBMA008N0,NU_IDADE,Idade calculada pelo ano de nascimento do aluno,0,idade,TINYINT,NUM_IDADE,NUM_IDADE,NU_IDADE,NU_IDADE,NU_IDADE
+CEBMA010N0,NU_DUR_ATIV_COMP_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atividade Complementar na mesma rede da turma de escolarização,0,tempo_mesma_rede,INT,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE
+CEBMA011N0,NU_DUR_ATIV_COMP_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atividade Complementar em outras redes,0,tempo_outras_redes,INT,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES
+CEBMA012N0,NU_DUR_AEE_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) na mesma rede da turma de escolarização,0,tempo_aee_mesma_rede,INT,,NUM_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE
+CEBMA013N0,NU_DUR_AEE_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) em outras redes,0,tempo_aee_outras_redes,INT,,NUM_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES
+CEBMA014N0,TP_SEXO,Sexo,0,sexo,TINYINT,"~CASE WHEN ""TP_SEXO""='m' OR ""TP_SEXO""='M' THEN 1 when ""TP_SEXO""='f' OR ""TP_SEXO""='F' THEN 2 END",TP_SEXO,TP_SEXO,TP_SEXO,TP_SEXO
+CEBMA015N0,TP_COR_RACA,Cor/raça,0,cor_raca_id,TINYINT,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA
+CEBMA016N0,TP_NACIONALIDADE,Nacionalidade,0,nacionalidade,TINYINT,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE
+CEBMA017N0,CO_PAIS_ORIGEM,Código do paÃs de origem,0,cod_pais_origem,INT,FK_COD_PAIS_ORIGEM,FK_COD_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM
+CEBMA018N0,CO_UF_NASC,Código da UF de nascimento,0,cod_estado_nasc,TINYINT,FK_COD_ESTADO_NASC,FK_COD_ESTADO_NASC,CO_UF_NASC,CO_UF_NASC,CO_UF_NASC
+CEBMA019N0,SGL_UF_NASCIMENTO,Sigla da UF de nascimento,0,,,SGL_UF_NASCIMENTO,,,,
+CEBMA020N0,CO_MUNICIPIO_NASC,Código do municÃpio de nascimento,0,cod_municipio_nasc,INT,FK_COD_MUNICIPIO_DNASC,FK_COD_MUNICIPIO_DNASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC
+CEBMA021N0,CO_UF_END,Código da UF de residência,0,cod_estado_atual,TINYINT,FK_COD_ESTADO_END,FK_COD_ESTADO_END,CO_UF_END,CO_UF_END,CO_UF_END
+CEBMA022N0,SIGLA_END,Sigla UF de residência,0,,,SIGLA_END,,,,
+CEBMA023N0,CO_MUNICIPIO_END,Código do municÃpio de residência,0,cod_municipio_atual,INT,FK_COD_MUNICIPIO_END,FK_COD_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END
+CEBMA024N0,TP_ZONA_RESIDENCIAL,Localização/Zona de residência,0,zona_residencial,TINYINT,ID_ZONA_RESIDENCIAL,ID_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL
+CEBMA025N0,TP_OUTRO_LOCAL_AULA,,0,aula_outro_local,TINYINT,ID_TIPO_ATENDIMENTO,ID_TIPO_ATENDIMENTO,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA
+CEBMA026N0,IN_TRANSPORTE_PUBLICO,Transporte escolar público,0,transporte_escolar_publico,BOOLEAN,ID_N_T_E_P,ID_N_T_E_P,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO
+CEBMA027N0,TP_RESPONSAVEL_TRANSPORTE,Poder público responsável pelo transporte escolar,0,responsavel_transp,TINYINT,ID_RESPONSAVEL_TRANSPORTE,ID_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE
+CEBMA028N0,IN_TRANSP_VANS_KOMBI,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Vans/VW Kombi),0,transporte_vans_kombi,BOOLEAN,ID_TRANSP_VANS_KOMBI,ID_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI
+CEBMA029N0,IN_TRANSP_MICRO_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Micro-ônibus),0,transporte_micro_onibus,BOOLEAN,ID_TRANSP_MICRO_ONIBUS,ID_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS
+CEBMA030N0,IN_TRANSP_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Ônibus),0,transporte_onibus,BOOLEAN,ID_TRANSP_ONIBUS,ID_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS
+CEBMA031N0,IN_TRANSP_BICICLETA,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Bicicleta),0,transporte_bicicleta,BOOLEAN,ID_TRANSP_BICICLETA,ID_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA
+CEBMA032N0,IN_TRANSP_TR_ANIMAL,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Tração Animal),0,transporte_animal,BOOLEAN,ID_TRANSP_TR_ANIMAL,ID_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL
+CEBMA033N0,IN_TRANSP_OUTRO_VEICULO,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Outro tipo de veÃculo rodoviário),0,transporte_outro,BOOLEAN,ID_TRANSP_OUTRO_VEICULO,ID_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO
+CEBMA034N0,IN_TRANSP_EMBAR_ATE5,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de até 5 alunos),0,transporte_embar_0_5,BOOLEAN,ID_TRANSP_EMBAR_ATE5,ID_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5
+CEBMA035N0,IN_TRANSP_EMBAR_5A15,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 5 a 15 alunos),0,transporte_embar_5_15,BOOLEAN,ID_TRANSP_EMBAR_5A15,ID_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15
+CEBMA036N0,IN_TRANSP_EMBAR_15A35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 15 a 35 alunos),0,transporte_embar_15_35,BOOLEAN,ID_TRANSP_EMBAR_15A35,ID_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35
+CEBMA037N0,IN_TRANSP_EMBAR_35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade acima de 35 alunos),0,transporte_embar_35,BOOLEAN,ID_TRANSP_EMBAR_35,ID_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35
+CEBMA038N0,IN_TRANSP_TREM_METRO,Tipo de veÃculo utilizado no transporte escolar Ferroviário (Trem/Metrô),0,transporte_trem_metro,BOOLEAN,ID_TRANSP_TREM_METRO,ID_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO
+CEBMA039N0,IN_NECESSIDADE_ESPECIAL,"Aluno com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação",0,possui_necessidade_especial,BOOLEAN,ID_POSSUI_NEC_ESPECIAL,ID_POSSUI_NEC_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL
+CEBMA040N0,IN_CEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (cegueira)",0,cegueira,BOOLEAN,ID_TIPO_NEC_ESP_CEGUEIRA,ID_TIPO_NEC_ESP_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA
+CEBMA041N0,IN_BAIXA_VISAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (baixa visão)",0,baixa_visao,BOOLEAN,ID_TIPO_NEC_ESP_BAIXA_VISAO,ID_TIPO_NEC_ESP_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO
+CEBMA042N0,IN_SURDEZ,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdez)",0,surdez,BOOLEAN,ID_TIPO_NEC_ESP_SURDEZ,ID_TIPO_NEC_ESP_SURDEZ,IN_SURDEZ,IN_SURDEZ,IN_SURDEZ
+CEBMA043N0,IN_DEF_AUDITIVA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência auditiva)",0,deficiencia_auditiva,BOOLEAN,ID_TIPO_NEC_ESP_DEF_AUDITIVA,ID_TIPO_NEC_ESP_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA
+CEBMA044N0,IN_SURDOCEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdocegueira)",0,surdo_cegueira,BOOLEAN,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA
+CEBMA045N0,IN_DEF_FISICA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência fÃsica)",0,deficiencia_fisica,BOOLEAN,ID_TIPO_NEC_ESP_DEF_FISICA,ID_TIPO_NEC_ESP_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA
+CEBMA046N0,IN_DEF_INTELECTUAL,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência intelectual)",0,deficiencia_intelectual,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MENTAL,ID_TIPO_NEC_ESP_DEF_MENTAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL
+CEBMA049N0,IN_DEF_MULTIPLA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência múltipla)",0,deficiencia_multiplas,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA
+CEBMA050N0,IN_AUTISMO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Autismo infantil)",0,autismo,BOOLEAN,ID_TIPO_NEC_ESP_AUTISMO,ID_TIPO_NEC_ESP_AUTISMO,IN_AUTISMO,IN_AUTISMO,IN_AUTISMO
+CEBMA051N0,IN_SINDROME_ASPERGER,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Asperger)",0,sindrome_asperger,BOOLEAN,ID_TIPO_NEC_ESP_ASPERGER,ID_TIPO_NEC_ESP_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER
+CEBMA052N0,IN_SINDROME_RETT,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Rett)",0,sindrome_rett,BOOLEAN,ID_TIPO_NEC_ESP_RETT,ID_TIPO_NEC_ESP_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT
+CEBMA053N0,IN_TRANSTORNO_DI,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Transtorno Desintegrativo da Infância)",0,transtorno_desintegrativo_da_infancia,BOOLEAN,ID_TIPO_NEC_ESP_TDI,ID_TIPO_NEC_ESP_TDI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI
+CEBMA054N0,IN_SUPERDOTACAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (altas habilidades/ superdotação)",0,superdotado,BOOLEAN,ID_TIPO_NEC_ESP_SUPERDOTACAO,ID_TIPO_NEC_ESP_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO
+CEBMA056N0,IN_RECURSO_LEDOR,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio Ledor",0,rec_esp_auxilio_ledor,BOOLEAN,ID_TIPO_REC_ESP_LEDOR,ID_TIPO_REC_ESP_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR
+CEBMA057N0,IN_RECURSO_TRANSCRICAO,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio-Transcrição",0,rec_esp_auxilio_transcricao,BOOLEAN,ID_TIPO_REC_ESP_TRANSCRICAO,ID_TIPO_REC_ESP_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO
+CEBMA058N0,IN_RECURSO_INTERPRETE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Guia-Intérprete",0,rec_esp_interprete,BOOLEAN,ID_TIPO_REC_ESP_INTERPRETE,ID_TIPO_REC_ESP_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE
+CEBMA059N0,IN_RECURSO_LIBRAS,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Intérprete de Libras",0,rec_esp_libras,BOOLEAN,ID_TIPO_REC_ESP_LIBRAS,ID_TIPO_REC_ESP_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS
+CEBMA060N0,IN_RECURSO_LABIAL,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Leitura Labial",0,rec_esp_leitura_labial,BOOLEAN,ID_TIPO_REC_ESP_LABIAL,ID_TIPO_REC_ESP_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL
+CEBMA061N0,IN_RECURSO_BRAILLE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova em Braille",0,rec_esp_prova_braille,BOOLEAN,ID_TIPO_REC_ESP_BRAILLE,ID_TIPO_REC_ESP_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE
+CEBMA062N0,IN_RECURSO_AMPLIADA_16,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 16)",0,rec_esp_prova_fonte_16,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_16,ID_TIPO_REC_ESP_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16
+CEBMA063N0,IN_RECURSO_AMPLIADA_20,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 20)",0,rec_esp_prova_fonte_20,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_20,ID_TIPO_REC_ESP_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20
+CEBMA064N0,IN_RECURSO_AMPLIADA_24,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 24)",0,rec_esp_prova_fonte_24,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_24,ID_TIPO_REC_ESP_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24
+CEBMA065N0,IN_RECURSO_NENHUM,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Nenhum",0,rec_esp_nenhum,BOOLEAN,ID_TIPO_REC_ESP_NENHUM,ID_TIPO_REC_ESP_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM
+CEBMA066N0,TP_INGRESSO_FEDERAIS,Forma de ingresso do aluno (apenas alunos de escolas federais),0,forma_ingresso,TINYINT,ID_INGRESSO_FEDERAIS,ID_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS
+CEBMA067N0,FK_COD_MOD_ENSINO,Modalidade de ensino da matrÃcula,0,modalidade_ensino,TINYINT,FK_COD_MOD_ENSINO,FK_COD_MOD_ENSINO,,,
+CEBTU009N0,TP_ETAPA_ENSINO,Etapa de ensino da matrÃcula,0,etapa_ensino_id,TINYINT,FK_COD_ETAPA_ENSINO,FK_COD_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO
+CEBMA069N0,TP_ETAPA_AGREGADA,Etapa de ensino agregada,0,etapa_agregada,TINYINT,,ID_ETAPA_AGREGADA_MAT,TP_ETAPA_AGREGADA,,
+CEBTU002N0,ID_TURMA,Código único da turma,0,turma_id,INT,PK_COD_TURMA,PK_COD_TURMA,ID_TURMA,ID_TURMA,ID_TURMA
+CEBTU010N0,CO_CURSO_EDUC_PROFISSIONAL,Curso da Educação Profissional Técnica,0,curso_prof,INT,FK_COD_CURSO_PROF,FK_COD_CURSO_PROF,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL
+CEBMA070N0,TP_UNIFICADA,"Unificada, multietapa, multi ou correção de fluxo",0,cod_unificada,TINYINT,COD_UNIFICADA,COD_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA
+CEBTU011N0,TP_TIPO_TURMA,Tipo de atendimento,0,tipo,INT,FK_COD_TIPO_TURMA,FK_COD_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA
+CEBES002N0,CO_ENTIDADE,Código da escola,0,escola_id,INT,PK_COD_ENTIDADE,PK_COD_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE
+COD_UF,CO_UF,Código da UF,0,estado_id,INT,FK_COD_ESTADO_ESCOLA,FK_COD_ESTADO_ESCOLA,CO_UF,CO_UF,CO_UF
+COD_MUN,CO_MUNICIPIO,Código do municÃpio,0,municipio_id,INT,COD_MUNICIPIO_ESCOLA,COD_MUNICIPIO_ESCOLA,CO_MUNICIPIO,CO_MUNICIPIO,CO_MUNICIPIO
+COD_DISTRITO,CO_DISTRITO,Código completo do distrito da escola,0,cod_distrito,INT,FK_CODIGO_DISTRITO,FK_CODIGO_DISTRITO,CO_DISTRITO,CO_DISTRITO,CO_DISTRITO
+CEBES014N0,TP_LOCALIZACAO,Ãrea da Localidade,0,localizacao_id,TINYINT,ID_LOCALIZACAO_ESC,ID_LOCALIZACAO_ESC,TP_LOCALIZACAO,TP_LOCALIZACAO,TP_LOCALIZACAO
+CEBES013N0,TP_DEPENDENCIA,Dependência Administrativa,0,dependencia_adm_id,TINYINT,ID_DEPENDENCIA_ADM_ESC,ID_DEPENDENCIA_ADM_ESC,TP_DEPENDENCIA,TP_DEPENDENCIA,TP_DEPENDENCIA
+CEBES015N0,TP_CATEGORIA_ESCOLA_PRIVADA,Categoria da escola privada,0,desc_categoria_escola_privada,TINYINT,DESC_CATA_ESCOLA_PRIV,DESC_CATA_ESCOLA_PRIV,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA
+CEBES016N0,IN_CONVENIADA_PP,Conveniada com o poder público,0,conveniada_pp,BOOLEAN,ID_CONVENIADA_PP_ESC,ID_CONVENIADA_PP_ESC,IN_CONVENIADA_PP,IN_CONVENIADA_PP,IN_CONVENIADA_PP
+CEBES017N0,TP_CONVENIO_PODER_PUBLICO,Dependência do convênio com o poder público,0,tipo_convenio_pp,TINYINT,"~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END","~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END",TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO
+CEBES018N0,IN_MANT_ESCOLA_PRIVADA_EMP,"Mantenedora da escola privada - Empresa, grupo empresarial do setor privado ou pessoa fÃsica",0,mant_escola_privada_emp,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_EMP,ID_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP
+CEBES019N0,IN_MANT_ESCOLA_PRIVADA_ONG,Mantenedora da escola privada - Organização Não Governamental (ONG) - internacional ou nacional. Organização da Sociedade Civil de Interesse Público (Oscip),0,mant_escola_privada_ong,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_ONG,ID_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG
+CEBES020N0,IN_MANT_ESCOLA_PRIVADA_SIND,"Mantenedora da escola privada - Sindicatos de trabalhadores ou patronais, associações e cooperativas",0,mant_escola_privada_sind,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIND,ID_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND
+CEBES022N0,IN_MANT_ESCOLA_PRIVADA_SIST_S,"Mantenedora da escola privada - Sistema S (Sesi, Senai, Sesc, outros)",0,mant_escola_privada_sist_s,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIST_S,ID_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S
+CEBES023N0,IN_MANT_ESCOLA_PRIVADA_S_FINS,Mantenedora da escola privada - Instituições sem fins lucrativos,0,mant_escola_privada_s_fins,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_S_FINS,ID_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS
+CEBES026N0,TP_REGULAMENTACAO,"Regulamentação/Autorização no Conselho ou Órgão Municipal, Estadual ou Federal de Educação",0,documento_regulamentacao,TINYINT,ID_DOCUMENTO_REGULAMENTACAO,ID_DOCUMENTO_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO
+CEBES139N0,TP_LOCALIZACAO_DIFERENCIADA,Localização diferenciada da escola,0,localizacao_diferenciada,TINYINT,ID_LOCALIZACAO_DIFERENCIADA,ID_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA
+CEBES142N0,IN_EDUCACAO_INDIGENA,Educação IndÃgena,0,educacao_indigena,BOOLEAN,ID_EDUCACAO_INDIGENA,ID_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA
+COD_MESO,CO_MESORREGIAO,Código da mesorregião,0,cod_mesorregiao,INT,,,CO_MESORREGIAO,CO_MESORREGIAO,CO_MESORREGIAO
+COD_MICRO,CO_MICRORREGIAO,Código da microrregião,0,cod_microregiao,INT,,,CO_MICRORREGIAO,CO_MICRORREGIAO,CO_MICRORREGIAO
+CEBTU087N0,TP_MEDIACAO_DIDATICO_PEDAGO,Tipo de mediação didático-pedagógica,0,tipo_med_didatico_pedag,TINYINT,,,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO
+CEBES163P1,IN_ESPECIAL_EXCLUSIVA,"Turma exclusiva de alunos com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Classes Especiais)",0,exclusiva_especial,BOOLEAN,"~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END","~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END",IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA
+CEBES157P1,IN_REGULAR,Ensino Regular,0,ensino_regular,BOOLEAN,"~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END","~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END",IN_REGULAR,IN_REGULAR,IN_REGULAR
+CEBES166P1,IN_EJA,Educação de Jovens e Adultos,0,eja,BOOLEAN,"~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END","~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END",IN_EJA,IN_EJA,IN_EJA
+CEBES170P1,IN_PROFISSIONALIZANTE,Educação Profissional,0,profissionalizante,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 0 END END","~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 0 END END",IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE
+CEBTU006N0,NU_DURACAO_TURMA,Tempo de permanência na turma da matrÃcula do aluno - Minutos,0,duracao,INT,NU_DUR_ESCOLARIZACAO,NU_DUR_ESCOLARIZACAO,NU_DURACAO_TURMA,NU_DURACAO_TURMA,NU_DURACAO_TURMA
+CEBTU092N0,NU_DIAS_ATIVIDADE,Número de dias por semana em que são realizadas as atividades da turma,0,dias_atividade,INT,,,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE
+CEBES013T1,,Dependência Administrativa com detalhamento das escolas privadas,0,dependencia_adm_priv,TINYINT,"~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END"
+CEBTU006T2,,Turno da Turma,0,turma_turno_id,TINYINT,,,,,
+CEBTU009T1,,Etapas e modalidades de ensino por segmento,0,etapas_mod_ensino_segmento_id,TINYINT," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END
+"," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "
+CEBMA008T1,,Idade do aluno em 31/03,0,idade_31_03,TINYINT,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END
+CEBMA008T3,,Faixa etária do aluno em 31/03,0,faixa_etaria_31_03,TINYINT,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;
+CEBTU009T3,,Etapas e modalidades por série/ano (e idade na Educação Infantil),0,serie_ano_id,INT,,,,,
+CEBES198N0,SIGLA,Sigla da UF da escola,0,sigla_estado,VARCHAR(8),SIGLA_ESCOLA,,,,
+CEBTU006T1,,Turma em Tempo Integral?,0,tempo_integral,BOOLEAN,"~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END"
+CEBTU009T4,,Etapas e modalidades de ensino por segmento resumido,0,etapa_resumida,TINYINT,,,,,
+CEBES171T1,,Ensino fundamental anos iniciais transformada,0,fundamental_ai,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END",,,
+CEBES172T1,,Ensino fundamental anos finais transformada,0,fundamental_af,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END",,,
diff --git a/mapping_protocols/matricula_remap.csv b/mapping_protocols/matricula_remap.csv
new file mode 100644
index 0000000..8fbb730
--- /dev/null
+++ b/mapping_protocols/matricula_remap.csv
@@ -0,0 +1,108 @@
+Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2013,2014,2015,2016,2017
+ANO,NU_ANO_CENSO,Ano do Censo,0,ano_censo,INT,ANO_CENSO,ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO,NU_ANO_CENSO
+CEBMA002N0,ID_MATRICULA,Código único da matrÃcula,0,id,INT,PK_COD_MATRICULA,PK_COD_MATRICULA,ID_MATRICULA,ID_MATRICULA,ID_MATRICULA
+CEBMA003N0,CO_PESSOA_FISICA,Código do aluno (ID_INEP),0,cod_aluno,BIGINT,FK_COD_ALUNO,FK_COD_ALUNO,CO_PESSOA_FISICA,CO_PESSOA_FISICA,CO_PESSOA_FISICA
+CEBMA004N0,NU_DIA,Data de nascimento do aluno - dia,0,nasc_dia,TINYINT,NU_DIA,NU_DIA,NU_DIA,NU_DIA,NU_DIA
+CEBMA005N0,NU_MES,Data de nascimento do aluno - mês,0,nasc_mes,TINYINT,NU_MES,NU_MES,NU_MES,NU_MES,NU_MES
+CEBMA006N0,NU_ANO,Data de nascimento do aluno - ano,0,nasc_ano,SMALLINT,NU_ANO,NU_ANO,NU_ANO,NU_ANO,NU_ANO
+CEBMA007N0,NU_IDADE_REFERENCIA,Idade do aluno no mês de referência do Censo Escolar (31 de maio),0,idade_referencia,TINYINT,NUM_IDADE_REFERENCIA,NUM_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA,NU_IDADE_REFERENCIA
+CEBMA008N0,NU_IDADE,Idade calculada pelo ano de nascimento do aluno,0,idade,TINYINT,NUM_IDADE,NUM_IDADE,NU_IDADE,NU_IDADE,NU_IDADE
+CEBMA010N0,NU_DUR_ATIV_COMP_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atividade Complementar na mesma rede da turma de escolarização,0,tempo_mesma_rede,INT,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE,NU_DUR_ATIV_COMP_MESMA_REDE
+CEBMA011N0,NU_DUR_ATIV_COMP_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atividade Complementar em outras redes,0,tempo_outras_redes,INT,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES,NU_DUR_ATIV_COMP_OUTRAS_REDES
+CEBMA012N0,NU_DUR_AEE_MESMA_REDE,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) na mesma rede da turma de escolarização,0,tempo_aee_mesma_rede,INT,,NUM_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE,NU_DUR_AEE_MESMA_REDE
+CEBMA013N0,NU_DUR_AEE_OUTRAS_REDES,Tempo de permanência (em minutos) na turma de Atendimento Educacional Especializado (AEE) em outras redes,0,tempo_aee_outras_redes,INT,,NUM_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES,NU_DUR_AEE_OUTRAS_REDES
+CEBMA014N0,TP_SEXO,Sexo,0,sexo,TINYINT,"~CASE WHEN ""TP_SEXO""='m' OR ""TP_SEXO""='M' THEN 1 when ""TP_SEXO""='f' OR ""TP_SEXO""='F' THEN 2 END",TP_SEXO,TP_SEXO,TP_SEXO,TP_SEXO
+CEBMA015N0,TP_COR_RACA,Cor/raça,0,cor_raca_id,TINYINT,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA,TP_COR_RACA
+CEBMA016N0,TP_NACIONALIDADE,Nacionalidade,0,nacionalidade,TINYINT,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE,TP_NACIONALIDADE
+CEBMA017N0,CO_PAIS_ORIGEM,Código do paÃs de origem,0,cod_pais_origem,INT,FK_COD_PAIS_ORIGEM,FK_COD_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM,CO_PAIS_ORIGEM
+CEBMA018N0,CO_UF_NASC,Código da UF de nascimento,0,cod_estado_nasc,TINYINT,FK_COD_ESTADO_NASC,FK_COD_ESTADO_NASC,CO_UF_NASC,CO_UF_NASC,CO_UF_NASC
+CEBMA019N0,SGL_UF_NASCIMENTO,Sigla da UF de nascimento,0,,,SGL_UF_NASCIMENTO,,,,
+CEBMA020N0,CO_MUNICIPIO_NASC,Código do municÃpio de nascimento,0,cod_municipio_nasc,INT,FK_COD_MUNICIPIO_DNASC,FK_COD_MUNICIPIO_DNASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC,CO_MUNICIPIO_NASC
+CEBMA021N0,CO_UF_END,Código da UF de residência,0,cod_estado_atual,TINYINT,FK_COD_ESTADO_END,FK_COD_ESTADO_END,CO_UF_END,CO_UF_END,CO_UF_END
+CEBMA022N0,SIGLA_END,Sigla UF de residência,0,,,SIGLA_END,,,,
+CEBMA023N0,CO_MUNICIPIO_END,Código do municÃpio de residência,0,cod_municipio_atual,INT,FK_COD_MUNICIPIO_END,FK_COD_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END,CO_MUNICIPIO_END
+CEBMA024N0,TP_ZONA_RESIDENCIAL,Localização/Zona de residência,0,zona_residencial,TINYINT,ID_ZONA_RESIDENCIAL,ID_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL,TP_ZONA_RESIDENCIAL
+CEBMA025N0,TP_OUTRO_LOCAL_AULA,,0,aula_outro_local,TINYINT,ID_TIPO_ATENDIMENTO,ID_TIPO_ATENDIMENTO,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA,TP_OUTRO_LOCAL_AULA
+CEBMA026N0,IN_TRANSPORTE_PUBLICO,Transporte escolar público,0,transporte_escolar_publico,BOOLEAN,ID_N_T_E_P,ID_N_T_E_P,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO,IN_TRANSPORTE_PUBLICO
+CEBMA027N0,TP_RESPONSAVEL_TRANSPORTE,Poder público responsável pelo transporte escolar,0,responsavel_transp,TINYINT,ID_RESPONSAVEL_TRANSPORTE,ID_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE,TP_RESPONSAVEL_TRANSPORTE
+CEBMA028N0,IN_TRANSP_VANS_KOMBI,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Vans/VW Kombi),0,transporte_vans_kombi,BOOLEAN,ID_TRANSP_VANS_KOMBI,ID_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI,IN_TRANSP_VANS_KOMBI
+CEBMA029N0,IN_TRANSP_MICRO_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Micro-ônibus),0,transporte_micro_onibus,BOOLEAN,ID_TRANSP_MICRO_ONIBUS,ID_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS,IN_TRANSP_MICRO_ONIBUS
+CEBMA030N0,IN_TRANSP_ONIBUS,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Ônibus),0,transporte_onibus,BOOLEAN,ID_TRANSP_ONIBUS,ID_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS,IN_TRANSP_ONIBUS
+CEBMA031N0,IN_TRANSP_BICICLETA,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Bicicleta),0,transporte_bicicleta,BOOLEAN,ID_TRANSP_BICICLETA,ID_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA,IN_TRANSP_BICICLETA
+CEBMA032N0,IN_TRANSP_TR_ANIMAL,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Tração Animal),0,transporte_animal,BOOLEAN,ID_TRANSP_TR_ANIMAL,ID_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL,IN_TRANSP_TR_ANIMAL
+CEBMA033N0,IN_TRANSP_OUTRO_VEICULO,Tipo de veÃculo utilizado no transporte escolar - Rodoviário (Outro tipo de veÃculo rodoviário),0,transporte_outro,BOOLEAN,ID_TRANSP_OUTRO_VEICULO,ID_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO,IN_TRANSP_OUTRO_VEICULO
+CEBMA034N0,IN_TRANSP_EMBAR_ATE5,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de até 5 alunos),0,transporte_embar_0_5,BOOLEAN,ID_TRANSP_EMBAR_ATE5,ID_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5,IN_TRANSP_EMBAR_ATE5
+CEBMA035N0,IN_TRANSP_EMBAR_5A15,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 5 a 15 alunos),0,transporte_embar_5_15,BOOLEAN,ID_TRANSP_EMBAR_5A15,ID_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15,IN_TRANSP_EMBAR_5A15
+CEBMA036N0,IN_TRANSP_EMBAR_15A35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade de 15 a 35 alunos),0,transporte_embar_15_35,BOOLEAN,ID_TRANSP_EMBAR_15A35,ID_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35,IN_TRANSP_EMBAR_15A35
+CEBMA037N0,IN_TRANSP_EMBAR_35,Tipo de veÃculo utilizado no transporte escolar Aquaviário/Embarcação (Capacidade acima de 35 alunos),0,transporte_embar_35,BOOLEAN,ID_TRANSP_EMBAR_35,ID_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35,IN_TRANSP_EMBAR_35
+CEBMA038N0,IN_TRANSP_TREM_METRO,Tipo de veÃculo utilizado no transporte escolar Ferroviário (Trem/Metrô),0,transporte_trem_metro,BOOLEAN,ID_TRANSP_TREM_METRO,ID_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO,IN_TRANSP_TREM_METRO
+CEBMA039N0,IN_NECESSIDADE_ESPECIAL,"Aluno com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação",0,possui_necessidade_especial,BOOLEAN,ID_POSSUI_NEC_ESPECIAL,ID_POSSUI_NEC_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL,IN_NECESSIDADE_ESPECIAL
+CEBMA040N0,IN_CEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (cegueira)",0,cegueira,BOOLEAN,ID_TIPO_NEC_ESP_CEGUEIRA,ID_TIPO_NEC_ESP_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA,IN_CEGUEIRA
+CEBMA041N0,IN_BAIXA_VISAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (baixa visão)",0,baixa_visao,BOOLEAN,ID_TIPO_NEC_ESP_BAIXA_VISAO,ID_TIPO_NEC_ESP_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO,IN_BAIXA_VISAO
+CEBMA042N0,IN_SURDEZ,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdez)",0,surdez,BOOLEAN,ID_TIPO_NEC_ESP_SURDEZ,ID_TIPO_NEC_ESP_SURDEZ,IN_SURDEZ,IN_SURDEZ,IN_SURDEZ
+CEBMA043N0,IN_DEF_AUDITIVA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência auditiva)",0,deficiencia_auditiva,BOOLEAN,ID_TIPO_NEC_ESP_DEF_AUDITIVA,ID_TIPO_NEC_ESP_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA,IN_DEF_AUDITIVA
+CEBMA044N0,IN_SURDOCEGUEIRA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (surdocegueira)",0,surdo_cegueira,BOOLEAN,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,ID_TIPO_NEC_ESP_SURDO_CEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA,IN_SURDOCEGUEIRA
+CEBMA045N0,IN_DEF_FISICA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência fÃsica)",0,deficiencia_fisica,BOOLEAN,ID_TIPO_NEC_ESP_DEF_FISICA,ID_TIPO_NEC_ESP_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA,IN_DEF_FISICA
+CEBMA046N0,IN_DEF_INTELECTUAL,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência intelectual)",0,deficiencia_intelectual,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MENTAL,ID_TIPO_NEC_ESP_DEF_MENTAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL,IN_DEF_INTELECTUAL
+CEBMA049N0,IN_DEF_MULTIPLA,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (deficiência múltipla)",0,deficiencia_multiplas,BOOLEAN,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,ID_TIPO_NEC_ESP_DEF_MULTIPLAS,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA,IN_DEF_MULTIPLA
+CEBMA050N0,IN_AUTISMO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Autismo infantil)",0,autismo,BOOLEAN,ID_TIPO_NEC_ESP_AUTISMO,ID_TIPO_NEC_ESP_AUTISMO,IN_AUTISMO,IN_AUTISMO,IN_AUTISMO
+CEBMA051N0,IN_SINDROME_ASPERGER,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Asperger)",0,sindrome_asperger,BOOLEAN,ID_TIPO_NEC_ESP_ASPERGER,ID_TIPO_NEC_ESP_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER,IN_SINDROME_ASPERGER
+CEBMA052N0,IN_SINDROME_RETT,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (SÃndrome de Rett)",0,sindrome_rett,BOOLEAN,ID_TIPO_NEC_ESP_RETT,ID_TIPO_NEC_ESP_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT,IN_SINDROME_RETT
+CEBMA053N0,IN_TRANSTORNO_DI,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Transtorno Desintegrativo da Infância)",0,transtorno_desintegrativo_da_infancia,BOOLEAN,ID_TIPO_NEC_ESP_TDI,ID_TIPO_NEC_ESP_TDI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI,IN_TRANSTORNO_DI
+CEBMA054N0,IN_SUPERDOTACAO,"Tipo de deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (altas habilidades/ superdotação)",0,superdotado,BOOLEAN,ID_TIPO_NEC_ESP_SUPERDOTACAO,ID_TIPO_NEC_ESP_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO,IN_SUPERDOTACAO
+CEBMA056N0,IN_RECURSO_LEDOR,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio Ledor",0,rec_esp_auxilio_ledor,BOOLEAN,ID_TIPO_REC_ESP_LEDOR,ID_TIPO_REC_ESP_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR,IN_RECURSO_LEDOR
+CEBMA057N0,IN_RECURSO_TRANSCRICAO,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - AuxÃlio-Transcrição",0,rec_esp_auxilio_transcricao,BOOLEAN,ID_TIPO_REC_ESP_TRANSCRICAO,ID_TIPO_REC_ESP_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO,IN_RECURSO_TRANSCRICAO
+CEBMA058N0,IN_RECURSO_INTERPRETE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Guia-Intérprete",0,rec_esp_interprete,BOOLEAN,ID_TIPO_REC_ESP_INTERPRETE,ID_TIPO_REC_ESP_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE,IN_RECURSO_INTERPRETE
+CEBMA059N0,IN_RECURSO_LIBRAS,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Intérprete de Libras",0,rec_esp_libras,BOOLEAN,ID_TIPO_REC_ESP_LIBRAS,ID_TIPO_REC_ESP_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS,IN_RECURSO_LIBRAS
+CEBMA060N0,IN_RECURSO_LABIAL,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Leitura Labial",0,rec_esp_leitura_labial,BOOLEAN,ID_TIPO_REC_ESP_LABIAL,ID_TIPO_REC_ESP_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL,IN_RECURSO_LABIAL
+CEBMA061N0,IN_RECURSO_BRAILLE,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova em Braille",0,rec_esp_prova_braille,BOOLEAN,ID_TIPO_REC_ESP_BRAILLE,ID_TIPO_REC_ESP_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE,IN_RECURSO_BRAILLE
+CEBMA062N0,IN_RECURSO_AMPLIADA_16,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 16)",0,rec_esp_prova_fonte_16,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_16,ID_TIPO_REC_ESP_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16,IN_RECURSO_AMPLIADA_16
+CEBMA063N0,IN_RECURSO_AMPLIADA_20,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 20)",0,rec_esp_prova_fonte_20,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_20,ID_TIPO_REC_ESP_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20,IN_RECURSO_AMPLIADA_20
+CEBMA064N0,IN_RECURSO_AMPLIADA_24,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Prova Ampliada (Fonte tamanho 24)",0,rec_esp_prova_fonte_24,BOOLEAN,ID_TIPO_REC_ESP_AMPLIADA_24,ID_TIPO_REC_ESP_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24,IN_RECURSO_AMPLIADA_24
+CEBMA065N0,IN_RECURSO_NENHUM,"Recursos necessários para a participação do aluno em avaliações do Inep (Prova Brasil, Saeb, outros) - Nenhum",0,rec_esp_nenhum,BOOLEAN,ID_TIPO_REC_ESP_NENHUM,ID_TIPO_REC_ESP_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM,IN_RECURSO_NENHUM
+CEBMA066N0,TP_INGRESSO_FEDERAIS,Forma de ingresso do aluno (apenas alunos de escolas federais),0,forma_ingresso,TINYINT,ID_INGRESSO_FEDERAIS,ID_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS,TP_INGRESSO_FEDERAIS
+CEBMA067N0,FK_COD_MOD_ENSINO,Modalidade de ensino da matrÃcula,0,modalidade_ensino,TINYINT,FK_COD_MOD_ENSINO,FK_COD_MOD_ENSINO,,,
+CEBTU009N0,TP_ETAPA_ENSINO,Etapa de ensino da matrÃcula,0,etapa_ensino_id,TINYINT,FK_COD_ETAPA_ENSINO,FK_COD_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO,TP_ETAPA_ENSINO
+CEBMA069N0,TP_ETAPA_AGREGADA,Etapa de ensino agregada,0,etapa_agregada,TINYINT,,ID_ETAPA_AGREGADA_MAT,TP_ETAPA_AGREGADA,,
+CEBTU002N0,ID_TURMA,Código único da turma,0,turma_id,INT,PK_COD_TURMA,PK_COD_TURMA,ID_TURMA,ID_TURMA,ID_TURMA
+CEBTU010N0,CO_CURSO_EDUC_PROFISSIONAL,Curso da Educação Profissional Técnica,0,curso_prof,INT,FK_COD_CURSO_PROF,FK_COD_CURSO_PROF,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL,CO_CURSO_EDUC_PROFISSIONAL
+CEBMA070N0,TP_UNIFICADA,"Unificada, multietapa, multi ou correção de fluxo",0,cod_unificada,TINYINT,COD_UNIFICADA,COD_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA,TP_UNIFICADA
+CEBTU011N0,TP_TIPO_TURMA,Tipo de atendimento,0,tipo,INT,FK_COD_TIPO_TURMA,FK_COD_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA,TP_TIPO_TURMA
+CEBES002N0,CO_ENTIDADE,Código da escola,0,escola_id,INT,PK_COD_ENTIDADE,PK_COD_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE,CO_ENTIDADE
+COD_UF,CO_UF,Código da UF,0,estado_id,INT,FK_COD_ESTADO_ESCOLA,FK_COD_ESTADO_ESCOLA,CO_UF,CO_UF,CO_UF
+COD_MUN,CO_MUNICIPIO,Código do municÃpio,0,municipio_id,INT,COD_MUNICIPIO_ESCOLA,COD_MUNICIPIO_ESCOLA,CO_MUNICIPIO,CO_MUNICIPIO,CO_MUNICIPIO
+COD_DISTRITO,CO_DISTRITO,Código completo do distrito da escola,0,cod_distrito,INT,FK_CODIGO_DISTRITO,FK_CODIGO_DISTRITO,CO_DISTRITO,CO_DISTRITO,CO_DISTRITO
+CEBES014N0,TP_LOCALIZACAO,Ãrea da Localidade,0,localizacao_id,TINYINT,ID_LOCALIZACAO_ESC,ID_LOCALIZACAO_ESC,TP_LOCALIZACAO,TP_LOCALIZACAO,TP_LOCALIZACAO
+CEBES013N0,TP_DEPENDENCIA,Dependência Administrativa,0,dependencia_adm_id,TINYINT,ID_DEPENDENCIA_ADM_ESC,ID_DEPENDENCIA_ADM_ESC,TP_DEPENDENCIA,TP_DEPENDENCIA,TP_DEPENDENCIA
+CEBES015N0,TP_CATEGORIA_ESCOLA_PRIVADA,Categoria da escola privada,0,desc_categoria_escola_privada,TINYINT,DESC_CATA_ESCOLA_PRIV,DESC_CATA_ESCOLA_PRIV,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA,TP_CATEGORIA_ESCOLA_PRIVADA
+CEBES016N0,IN_CONVENIADA_PP,Conveniada com o poder público,0,conveniada_pp,BOOLEAN,ID_CONVENIADA_PP_ESC,ID_CONVENIADA_PP_ESC,IN_CONVENIADA_PP,IN_CONVENIADA_PP,IN_CONVENIADA_PP
+CEBES017N0,TP_CONVENIO_PODER_PUBLICO,Dependência do convênio com o poder público,0,tipo_convenio_pp,TINYINT,"~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END","~CASE WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=1 THEN 2 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=2 THEN 1 WHEN ""ID_TIPO_CONVENIO_PODER_PUBLICO""=3 THEN 3 END",TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO,TP_CONVENIO_PODER_PUBLICO
+CEBES018N0,IN_MANT_ESCOLA_PRIVADA_EMP,"Mantenedora da escola privada - Empresa, grupo empresarial do setor privado ou pessoa fÃsica",0,mant_escola_privada_emp,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_EMP,ID_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP,IN_MANT_ESCOLA_PRIVADA_EMP
+CEBES019N0,IN_MANT_ESCOLA_PRIVADA_ONG,Mantenedora da escola privada - Organização Não Governamental (ONG) - internacional ou nacional. Organização da Sociedade Civil de Interesse Público (Oscip),0,mant_escola_privada_ong,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_ONG,ID_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG,IN_MANT_ESCOLA_PRIVADA_ONG
+CEBES020N0,IN_MANT_ESCOLA_PRIVADA_SIND,"Mantenedora da escola privada - Sindicatos de trabalhadores ou patronais, associações e cooperativas",0,mant_escola_privada_sind,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIND,ID_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND,IN_MANT_ESCOLA_PRIVADA_SIND
+CEBES022N0,IN_MANT_ESCOLA_PRIVADA_SIST_S,"Mantenedora da escola privada - Sistema S (Sesi, Senai, Sesc, outros)",0,mant_escola_privada_sist_s,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_SIST_S,ID_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S,IN_MANT_ESCOLA_PRIVADA_SIST_S
+CEBES023N0,IN_MANT_ESCOLA_PRIVADA_S_FINS,Mantenedora da escola privada - Instituições sem fins lucrativos,0,mant_escola_privada_s_fins,BOOLEAN,ID_MANT_ESCOLA_PRIVADA_S_FINS,ID_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS,IN_MANT_ESCOLA_PRIVADA_S_FINS
+CEBES026N0,TP_REGULAMENTACAO,"Regulamentação/Autorização no Conselho ou Órgão Municipal, Estadual ou Federal de Educação",0,documento_regulamentacao,TINYINT,ID_DOCUMENTO_REGULAMENTACAO,ID_DOCUMENTO_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO,TP_REGULAMENTACAO
+CEBES139N0,TP_LOCALIZACAO_DIFERENCIADA,Localização diferenciada da escola,0,localizacao_diferenciada,TINYINT,ID_LOCALIZACAO_DIFERENCIADA,ID_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA,TP_LOCALIZACAO_DIFERENCIADA
+CEBES142N0,IN_EDUCACAO_INDIGENA,Educação IndÃgena,0,educacao_indigena,BOOLEAN,ID_EDUCACAO_INDIGENA,ID_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA,IN_EDUCACAO_INDIGENA
+COD_MESO,CO_MESORREGIAO,Código da mesorregião,0,cod_mesorregiao,INT,,,CO_MESORREGIAO,CO_MESORREGIAO,CO_MESORREGIAO
+COD_MICRO,CO_MICRORREGIAO,Código da microrregião,0,cod_microregiao,INT,,,CO_MICRORREGIAO,CO_MICRORREGIAO,CO_MICRORREGIAO
+CEBTU087N0,TP_MEDIACAO_DIDATICO_PEDAGO,Tipo de mediação didático-pedagógica,0,tipo_med_didatico_pedag,TINYINT,,,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO,TP_MEDIACAO_DIDATICO_PEDAGO
+CEBES163P1,IN_ESPECIAL_EXCLUSIVA,"Turma exclusiva de alunos com deficiência, transtorno global do desenvolvimento ou altas habilidades/ superdotação (Classes Especiais)",0,exclusiva_especial,BOOLEAN,"~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END","~CASE WHEN ""FK_COD_MOD_ENSINO""=1 THEN 0 WHEN ""FK_COD_MOD_ENSINO""=2 THEN 1 WHEN ""FK_COD_MOD_ENSINO""=3 THEN 0 END",IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA,IN_ESPECIAL_EXCLUSIVA
+CEBES157P1,IN_REGULAR,Ensino Regular,0,ensino_regular,BOOLEAN,"~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END","~CASE WHEN ""FK_COD_ETAPA_ENSINO"" IS NULL THEN NULL WHEN (CASE WHEN (""FK_COD_ETAPA_ENSINO"">1 AND ""FK_COD_ETAPA_ENSINO""<38) OR ""FK_COD_ETAPA_ENSINO""=41 OR ""FK_COD_ETAPA_ENSINO""=56 THEN 1 ELSE 0 END)=TRUE AND (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2) THEN 1 ELSE 0 END",IN_REGULAR,IN_REGULAR,IN_REGULAR
+CEBES166P1,IN_EJA,Educação de Jovens e Adultos,0,eja,BOOLEAN,"~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END","~CASE WHEN ( CASE WHEN (""FK_COD_ETAPA_ENSINO"" >= 43 AND ""FK_COD_ETAPA_ENSINO"" <= 55) OR (""FK_COD_ETAPA_ENSINO"" >= 57 AND ""FK_COD_ETAPA_ENSINO"" <= 63) OR ""FK_COD_ETAPA_ENSINO""=65 OR ""FK_COD_ETAPA_ENSINO""=67 OR (""FK_COD_ETAPA_ENSINO"" >= 69 AND ""FK_COD_ETAPA_ENSINO"" <= 74) THEN 1 ELSE 0 END ) AND (""FK_COD_MOD_ENSINO"" = 2 OR ""FK_COD_MOD_ENSINO""=3) THEN 1 ELSE 0 END",IN_EJA,IN_EJA,IN_EJA
+CEBES170P1,IN_PROFISSIONALIZANTE,Educação Profissional,0,profissionalizante,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 9 END END","~CASE WHEN (""FK_COD_MOD_ENSINO""=1 OR ""FK_COD_MOD_ENSINO""=2 OR ""FK_COD_MOD_ENSINO""=3) THEN CASE WHEN null THEN null WHEN (""FK_COD_ETAPA_ENSINO"">=30 AND ""FK_COD_ETAPA_ENSINO""<=40) OR (""FK_COD_ETAPA_ENSINO"">=59 AND ""FK_COD_ETAPA_ENSINO""<=65) OR (""FK_COD_ETAPA_ENSINO"">=67 AND ""FK_COD_ETAPA_ENSINO""<=68) OR (""FK_COD_ETAPA_ENSINO"">=73 AND ""FK_COD_ETAPA_ENSINO""<=74) OR ""FK_COD_ETAPA_ENSINO""=57 THEN 1 ELSE 9 END END",IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE,IN_PROFISSIONALIZANTE
+CEBTU006N0,NU_DURACAO_TURMA,Tempo de permanência na turma da matrÃcula do aluno - Minutos,0,duracao,INT,NU_DUR_ESCOLARIZACAO,NU_DUR_ESCOLARIZACAO,NU_DURACAO_TURMA,NU_DURACAO_TURMA,NU_DURACAO_TURMA
+CEBTU092N0,NU_DIAS_ATIVIDADE,Número de dias por semana em que são realizadas as atividades da turma,0,dias_atividade,INT,,,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE,NU_DIAS_ATIVIDADE
+CEBES013T1,,Dependência Administrativa com detalhamento das escolas privadas,0,dependencia_adm_priv,TINYINT,"~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 1) THEN 1 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 2) THEN 2 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 3) THEN 3 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 1) THEN 4 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND (""DESC_CATA_ESCOLA_PRIV"" = 2 OR ""DESC_CATA_ESCOLA_PRIV"" = 3 OR ""DESC_CATA_ESCOLA_PRIV"" = 4)) THEN 5 WHEN (""ID_DEPENDENCIA_ADM_ESC"" = 4 AND ""ID_CONVENIADA_PP_ESC"" = 0 AND ""DESC_CATA_ESCOLA_PRIV"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END","~CASE WHEN (""TP_DEPENDENCIA"" = 1) THEN 1 WHEN (""TP_DEPENDENCIA"" = 2) THEN 2 WHEN (""TP_DEPENDENCIA"" = 3) THEN 3 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 1) THEN 4 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND (""TP_CATEGORIA_ESCOLA_PRIVADA"" = 2 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 3 OR ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 4)) THEN 5 WHEN (""TP_DEPENDENCIA"" = 4 AND ""IN_CONVENIADA_PP"" = 0 AND ""TP_CATEGORIA_ESCOLA_PRIVADA"" = 1) THEN 6 END"
+CEBTU006T2,,Turno da Turma,0,turma_turno_id,TINYINT,,,,,
+CEBTU009T1,,Etapas e modalidades de ensino por segmento,0,etapas_mod_ensino_segmento_id,TINYINT," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END
+"," ~CASE WHEN (""FK_COD_ETAPA_ENSINO""= 1) THEN 1 WHEN (""FK_COD_ETAPA_ENSINO""= 2) THEN 2 WHEN (""FK_COD_ETAPA_ENSINO""= 3) THEN 3 WHEN (""FK_COD_ETAPA_ENSINO""= 4 OR ""FK_COD_ETAPA_ENSINO""= 5 OR ""FK_COD_ETAPA_ENSINO""= 6 OR ""FK_COD_ETAPA_ENSINO""= 7 OR ""FK_COD_ETAPA_ENSINO""= 14 OR ""FK_COD_ETAPA_ENSINO""= 15 OR ""FK_COD_ETAPA_ENSINO""= 16 OR ""FK_COD_ETAPA_ENSINO""= 17 OR ""FK_COD_ETAPA_ENSINO""= 18) THEN 4 WHEN (""FK_COD_ETAPA_ENSINO""= 8 OR ""FK_COD_ETAPA_ENSINO""= 9 OR ""FK_COD_ETAPA_ENSINO""= 10 OR ""FK_COD_ETAPA_ENSINO""= 11 OR ""FK_COD_ETAPA_ENSINO""= 19 OR ""FK_COD_ETAPA_ENSINO""= 20 OR ""FK_COD_ETAPA_ENSINO""= 21 OR ""FK_COD_ETAPA_ENSINO""= 41) THEN 5 WHEN (""FK_COD_ETAPA_ENSINO""= 25 OR ""FK_COD_ETAPA_ENSINO""= 26 OR ""FK_COD_ETAPA_ENSINO""= 27 OR ""FK_COD_ETAPA_ENSINO""= 28 OR ""FK_COD_ETAPA_ENSINO""= 29 OR ""FK_COD_ETAPA_ENSINO""= 30 OR ""FK_COD_ETAPA_ENSINO""= 31 OR ""FK_COD_ETAPA_ENSINO""= 32 OR ""FK_COD_ETAPA_ENSINO""= 33 OR ""FK_COD_ETAPA_ENSINO""= 34 OR ""FK_COD_ETAPA_ENSINO""= 35 OR ""FK_COD_ETAPA_ENSINO""= 36 OR ""FK_COD_ETAPA_ENSINO""= 37 OR ""FK_COD_ETAPA_ENSINO""= 38) THEN 6 WHEN (""FK_COD_ETAPA_ENSINO""= 12 OR ""FK_COD_ETAPA_ENSINO""= 13 OR ""FK_COD_ETAPA_ENSINO""= 22 OR ""FK_COD_ETAPA_ENSINO""= 23 OR ""FK_COD_ETAPA_ENSINO""= 24 OR ""FK_COD_ETAPA_ENSINO""= 56) THEN 7 WHEN (""FK_COD_ETAPA_ENSINO""= 43 OR ""FK_COD_ETAPA_ENSINO""= 44 OR ""FK_COD_ETAPA_ENSINO""= 46 OR ""FK_COD_ETAPA_ENSINO""= 47 OR ""FK_COD_ETAPA_ENSINO""= 49 OR ""FK_COD_ETAPA_ENSINO""= 50 OR ""FK_COD_ETAPA_ENSINO""= 51 OR ""FK_COD_ETAPA_ENSINO""= 53 OR ""FK_COD_ETAPA_ENSINO""= 54 OR ""FK_COD_ETAPA_ENSINO""= 58 OR ""FK_COD_ETAPA_ENSINO""= 59 OR ""FK_COD_ETAPA_ENSINO""= 60 OR ""FK_COD_ETAPA_ENSINO""= 61 OR ""FK_COD_ETAPA_ENSINO""= 65 OR ""FK_COD_ETAPA_ENSINO""= 69 OR ""FK_COD_ETAPA_ENSINO""= 70 OR ""FK_COD_ETAPA_ENSINO""= 72 OR ""FK_COD_ETAPA_ENSINO""= 73) THEN 8 WHEN (""FK_COD_ETAPA_ENSINO""= 45 OR ""FK_COD_ETAPA_ENSINO""= 48 OR ""FK_COD_ETAPA_ENSINO""= 52 OR ""FK_COD_ETAPA_ENSINO""= 55 OR ""FK_COD_ETAPA_ENSINO""= 57 OR ""FK_COD_ETAPA_ENSINO""= 62 OR ""FK_COD_ETAPA_ENSINO""= 63 OR ""FK_COD_ETAPA_ENSINO""= 67 OR ""FK_COD_ETAPA_ENSINO""= 71 OR ""FK_COD_ETAPA_ENSINO""= 74) THEN 9 WHEN (""FK_COD_ETAPA_ENSINO""= 39 OR ""FK_COD_ETAPA_ENSINO""= 40 OR ""FK_COD_ETAPA_ENSINO""= 64 OR ""FK_COD_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "," ~CASE WHEN (""TP_ETAPA_ENSINO""= 1) THEN 1 WHEN (""TP_ETAPA_ENSINO""= 2) THEN 2 WHEN (""TP_ETAPA_ENSINO""= 3) THEN 3 WHEN (""TP_ETAPA_ENSINO""= 4 OR ""TP_ETAPA_ENSINO""= 5 OR ""TP_ETAPA_ENSINO""= 6 OR ""TP_ETAPA_ENSINO""= 7 OR ""TP_ETAPA_ENSINO""= 14 OR ""TP_ETAPA_ENSINO""= 15 OR ""TP_ETAPA_ENSINO""= 16 OR ""TP_ETAPA_ENSINO""= 17 OR ""TP_ETAPA_ENSINO""= 18) THEN 4 WHEN (""TP_ETAPA_ENSINO""= 8 OR ""TP_ETAPA_ENSINO""= 9 OR ""TP_ETAPA_ENSINO""= 10 OR ""TP_ETAPA_ENSINO""= 11 OR ""TP_ETAPA_ENSINO""= 19 OR ""TP_ETAPA_ENSINO""= 20 OR ""TP_ETAPA_ENSINO""= 21 OR ""TP_ETAPA_ENSINO""= 41) THEN 5 WHEN (""TP_ETAPA_ENSINO""= 25 OR ""TP_ETAPA_ENSINO""= 26 OR ""TP_ETAPA_ENSINO""= 27 OR ""TP_ETAPA_ENSINO""= 28 OR ""TP_ETAPA_ENSINO""= 29 OR ""TP_ETAPA_ENSINO""= 30 OR ""TP_ETAPA_ENSINO""= 31 OR ""TP_ETAPA_ENSINO""= 32 OR ""TP_ETAPA_ENSINO""= 33 OR ""TP_ETAPA_ENSINO""= 34 OR ""TP_ETAPA_ENSINO""= 35 OR ""TP_ETAPA_ENSINO""= 36 OR ""TP_ETAPA_ENSINO""= 37 OR ""TP_ETAPA_ENSINO""= 38) THEN 6 WHEN (""TP_ETAPA_ENSINO""= 12 OR ""TP_ETAPA_ENSINO""= 13 OR ""TP_ETAPA_ENSINO""= 22 OR ""TP_ETAPA_ENSINO""= 23 OR ""TP_ETAPA_ENSINO""= 24 OR ""TP_ETAPA_ENSINO""= 56) THEN 7 WHEN (""TP_ETAPA_ENSINO""= 43 OR ""TP_ETAPA_ENSINO""= 44 OR ""TP_ETAPA_ENSINO""= 46 OR ""TP_ETAPA_ENSINO""= 47 OR ""TP_ETAPA_ENSINO""= 49 OR ""TP_ETAPA_ENSINO""= 50 OR ""TP_ETAPA_ENSINO""= 51 OR ""TP_ETAPA_ENSINO""= 53 OR ""TP_ETAPA_ENSINO""= 54 OR ""TP_ETAPA_ENSINO""= 58 OR ""TP_ETAPA_ENSINO""= 59 OR ""TP_ETAPA_ENSINO""= 60 OR ""TP_ETAPA_ENSINO""= 61 OR ""TP_ETAPA_ENSINO""= 65 OR ""TP_ETAPA_ENSINO""= 69 OR ""TP_ETAPA_ENSINO""= 70 OR ""TP_ETAPA_ENSINO""= 72 OR ""TP_ETAPA_ENSINO""= 73) THEN 8 WHEN (""TP_ETAPA_ENSINO""= 45 OR ""TP_ETAPA_ENSINO""= 48 OR ""TP_ETAPA_ENSINO""= 52 OR ""TP_ETAPA_ENSINO""= 55 OR ""TP_ETAPA_ENSINO""= 57 OR ""TP_ETAPA_ENSINO""= 62 OR ""TP_ETAPA_ENSINO""= 63 OR ""TP_ETAPA_ENSINO""= 67 OR ""TP_ETAPA_ENSINO""= 71 OR ""TP_ETAPA_ENSINO""= 74) THEN 9 WHEN (""TP_ETAPA_ENSINO""= 39 OR ""TP_ETAPA_ENSINO""= 40 OR ""TP_ETAPA_ENSINO""= 64 OR ""TP_ETAPA_ENSINO""= 68) THEN 10 END "
+CEBMA008T1,,Idade do aluno em 31/03,0,idade_31_03,TINYINT,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (ANO_CENSO - NU_ANO - 1 =-1 OR ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN ANO_CENSO - NU_ANO - 1 ELSE ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END,~CASE WHEN (NU_ANO_CENSO - NU_ANO - 1 =-1 OR NU_ANO_CENSO - NU_ANO =-1) THEN 0 WHEN NU_MES > 3 THEN NU_ANO_CENSO - NU_ANO - 1 ELSE NU_ANO_CENSO - NU_ANO END
+CEBMA008T3,,Faixa etária do aluno em 31/03,0,faixa_etaria_31_03,TINYINT,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;,~CASE WHEN (idade_31_03 >= 0 AND idade_31_03 <= 3) THEN 1 WHEN (idade_31_03 >= 4 AND idade_31_03 <= 5) THEN 2 WHEN (idade_31_03 >= 6 AND idade_31_03 <= 10) THEN 3 WHEN (idade_31_03 >= 11 AND idade_31_03 <= 14) THEN 4 WHEN (idade_31_03 >= 15 AND idade_31_03 <= 17) THEN 5 WHEN (idade_31_03 >= 18 AND idade_31_03 <= 24) THEN 6 WHEN (idade_31_03 >= 25 AND idade_31_03 <= 29) THEN 7 WHEN (idade_31_03 >= 30 AND idade_31_03 <= 40) THEN 8 WHEN (idade_31_03 >= 41 AND idade_31_03 <= 50) THEN 9 WHEN (idade_31_03 >= 51 AND idade_31_03 <= 64) THEN 10 WHEN (idade_31_03 > 64) THEN 11 END;
+CEBTU009T3,,Etapas e modalidades por série/ano (e idade na Educação Infantil),0,serie_ano_id,INT,,,,,
+CEBES198N0,SIGLA,Sigla da UF da escola,0,sigla_estado,VARCHAR(8),SIGLA_ESCOLA,,,,
+CEBTU006T1,,Turma em Tempo Integral?,0,tempo_integral,BOOLEAN,"~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DUR_ESCOLARIZACAO"" < 420 THEN 0 WHEN ""NU_DUR_ESCOLARIZACAO"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END","~CASE WHEN ""NU_DURACAO_TURMA"" < 420 THEN 0 WHEN ""NU_DURACAO_TURMA"" >= 420 THEN 1 END"
+CEBTU009T4,,Etapas e modalidades de ensino por segmento resumido,0,etapa_resumida,TINYINT,,,,,
+CEBES171T1,,Ensino fundamental anos iniciais transformada,0,fundamental_ai,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN (CASE WHEN ((""FK_COD_ETAPA_ENSINO"" >= 4 AND ""FK_COD_ETAPA_ENSINO"" <= 7) OR (""FK_COD_ETAPA_ENSINO"" >= 14 AND ""FK_COD_ETAPA_ENSINO"" <= 18)) THEN 1 ELSE 0 END) END",,,
+CEBES172T1,,Ensino fundamental anos finais transformada,0,fundamental_af,BOOLEAN,"~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END","~CASE WHEN (""FK_COD_MOD_ENSINO"" <= 2) THEN CASE WHEN (""FK_COD_MOD_ENSINO"" >= 8 AND ""FK_COD_MOD_ENSINO"" <= 11) OR (""FK_COD_MOD_ENSINO"" >= 19 AND ""FK_COD_MOD_ENSINO"" <= 21) OR (""FK_COD_MOD_ENSINO"" = 41) THEN 1 ELSE 0 END END",,,
diff --git a/mapping_protocols/test_database.csv b/mapping_protocols/test_database.csv
new file mode 100644
index 0000000..33ca128
--- /dev/null
+++ b/mapping_protocols/test_database.csv
@@ -0,0 +1,9 @@
+Var.Lab,Rot.Padrão,Novo Rótulo,Coluna temporária,Nome Banco,Tipo de Dado,2018
+OBJID,objectid,ID,0,id,INT,objectid
+ANO,ano,Ano,0,ano_censo,INT,ano
+NOMEOG,mpprogomaç,Nome,0,nome,VARCHAR(64),nooriginal
+ESPCD,esp_cd,Código da massa,0,massa_id,INT,esp_cd
+TIPOMASS,detipomass,Tipo,0,tipo,VARCHAR(16),detipomass
+TIPOADM,dedominial,Tipo Administrativo,0,adm,VARCHAR(16),dedominial
+CODADM,,Código Administrativo,0,adm_id,INT,"~CASE WHEN (""dedominial"" = 'Federal') THEN 1 WHEN (""dedominial"" = 'Estadual') THEN 2 END"
+CODTIPO,,Código do tipo,0,tipo_id,INT,~CASE WHEN (tipo = 'Natural') THEN 1 WHEN (tipo = 'Artificial') THEN 0 END
diff --git a/settings.py b/settings.py
index 36dd10f..c18a6bd 100644
--- a/settings.py
+++ b/settings.py
@@ -46,13 +46,13 @@ BACKUP_FOLDER = '/home/banco/dumps/monetdb/'
BACKUP_FILE = 'backupdadoseducacionais'
# Folder where mapping protocols can be found - relative to root
-MAPPING_PROTOCOLS_FOLDER = 'mapping-protocols'
+MAPPING_PROTOCOLS_FOLDER = 'mapping_protocols'
# Folder for table definitions files
-TABLE_DEFINITIONS_FOLDER = 'table-definitions'
+TABLE_DEFINITIONS_FOLDER = 'table_definitions'
# Folder for scripts and sql tables
-SCRIPTS_FOLDER = 'sql-scripts'
+SCRIPTS_FOLDER = 'sql'
# Source table definitions
SOURCE_TABLE_NAME = 'fonte'
diff --git a/sql-scripts b/sql-scripts
deleted file mode 160000
index 87666dc..0000000
--- a/sql-scripts
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 87666dc7f49b358daf0fc81c751ee36e46bc81f0
diff --git a/sql/regiao.sql b/sql/regiao.sql
new file mode 100644
index 0000000..640ff0e
--- /dev/null
+++ b/sql/regiao.sql
@@ -0,0 +1,32 @@
+/*
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+*/
+
+CREATE TABLE regiao
+(
+ id serial,
+ nome text not null
+);
+
+COPY 5 RECORDS INTO regiao FROM stdin USING DELIMITERS ',','\n';
+1,Norte
+2,Nordeste
+3,Sudeste
+4,Sul
+5,Centro-Oeste
diff --git a/sql/test_reference.sql b/sql/test_reference.sql
new file mode 100644
index 0000000..a1d724e
--- /dev/null
+++ b/sql/test_reference.sql
@@ -0,0 +1,25027 @@
+/*
+Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
+Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
+
+This file is part of HOTMapper.
+
+HOTMapper is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+HOTMapper is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
+*/
+
+CREATE TABLE test_reference (
+ id SERIAL,
+ random_string VARCHAR(16) NOT NULL
+);
+
+COPY 25000 RECORDS INTO "sys"."test_reference" FROM stdin USING DELIMITERS ';','\n';
+
+0;vcunt
+1;atrxvvhvg
+2;mzeac
+3;qgme
+4;hgr
+5;aajogajmcmi
+6;grpnwn
+7;mzcbptnkdzhs
+8;kmz
+9;hfcpinqqw
+10;dktrqxqmoiioo
+11;yciljoi
+12;ofsyzukyyo
+13;nqczkizfpvequp
+14;lwyoatwt
+15;klnpmvhk
+16;eniafvwjq
+17;lnxbpbtrldffqtl
+18;fpfpc
+19;tsezfflmvelca
+20;qssaaqpwoxrirg
+21;ahybxhpmzirf
+22;pnhpkut
+23;sovogkygri
+24;xwefxmsd
+25;hhmijvfwhf
+26;jyxf
+27;nxhimmrytnrf
+28;ooyqltdebpwqtwg
+29;nghhsldw
+30;ndxdagcwkvepnix
+31;ebhtsdimeva
+32;yfkudzphbghbt
+33;dbfehm
+34;tpglitkjycle
+35;kyig
+36;jmwiut
+37;vbdbubyvyylp
+38;jyalqarzmjxdxh
+39;tqyphlz
+40;xhslmjp
+41;izcndkv
+42;qtwfhpqugjw
+43;okxcucqu
+44;bxxoicjmpza
+45;gtzyihgjx
+46;nnqvek
+47;flfdbnlf
+48;sdjdxcph
+49;gxmhnbjxnbytsj
+50;lscqdyvhwfle
+51;igh
+52;azg
+53;cbjdafmq
+54;seqopirsjv
+55;btwz
+56;utaa
+57;jha
+58;pxuuqpb
+59;blkn
+60;zipworjtdfah
+61;zwejicklupfuq
+62;acsahemzroik
+63;mhudi
+64;tkuapxwiutbslpj
+65;vqseyglamjsixa
+66;lswfebvfzu
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+69;fsw
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+71;wjcgzlsppzqne
+72;orhuljretpgnpdy
+73;httlaijskx
+74;wzcdrtdbtc
+75;tbpvt
+76;xkzkz
+77;echhxqbivgexu
+78;uxtdhxxgil
+79;gfo
+80;rqnrl
+81;uewsjerxv
+82;dtcqnhpn
+83;kpqyqvowyiytnhs
+84;ldjrod
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+86;exnio
+87;mozg
+88;rswliqsdtocvm
+89;sero
+90;hlzikuhn
+91;aftjhreum
+92;tsdmotudpopbql
+93;mnc
+94;epyyfetjpzzrgy
+95;svywqqxlyhcfju
+96;vmimcmmcncsjlp
+97;opaaxoffexxvv
+98;phbbifbqdf
+99;rtfsjldxgpfyws
+100;wujiwwttv
+101;ikaxcfktrrm
+102;tcaqwjvu
+103;bwuazqtndhwbzxs
+104;mus
+105;ugwc
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+110;svdcdsxpg
+111;jihklnhhsojz
+112;xhsbgwez
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+114;lujt
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+121;lqxmbpiza
+122;czszsm
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+125;iarywp
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+127;raybm
+128;xjfqwmaw
+129;ouxzcuqxxioso
+130;jhuwejbgfr
+131;kiqideaguxsrl
+132;nrm
+133;oeqt
+134;kph
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+136;tvvlejr
+137;wcfeqb
+138;iuftbevnufwt
+139;jaazakithoucvt
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+142;hgdl
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+144;kuuroxcyttporli
+145;fbixofzwdnmymgh
+146;wqhkeqluxxcj
+147;sao
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+149;wjbaballhbc
+150;inxhysephifyad
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+174;uaghglkuimtqxt
+175;gqt
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+179;awjkehsrqdkfs
+180;seyb
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+182;sprdv
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+184;fcr
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+250;xlsrdwhxkqdcc
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+255;eilwmxkdrdmat
+256;pkkfftxghu
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+258;aaomnd
+259;trzmzuynujugrt
+260;txnecf
+261;fbzuvdt
+262;uajus
+263;dsvzvsws
+264;xmlabaegovu
+265;omfuxde
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+267;sekauvgkhna
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+269;kdoak
+270;bjjadqzk
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+272;ymbpuklhhbctuj
+273;rewexjzuuceiq
+274;wkonunmqw
+275;bwrxmrrbjiybk
+276;gnulwguicsch
+277;vtkhbscddf
+278;nsnywt
+279;zrcdrsznkfqmw
+280;qtaq
+281;rptrjadfkyl
+282;arr
+283;tjppzlvpz
+284;irj
+285;zmdijo
+286;lhotusyjh
+287;uucthasnxexvp
+288;qlwprkibuikrfb
+289;wfvvcxrabchyirw
+290;aoofwyvygf
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diff --git a/table-definitions b/table-definitions
deleted file mode 160000
index cdea443..0000000
--- a/table-definitions
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit cdea443e34bf09df2223aebe3090c6920442a38a
diff --git a/table_definitions/localoferta_ens_superior.json b/table_definitions/localoferta_ens_superior.json
new file mode 100644
index 0000000..625f9e0
--- /dev/null
+++ b/table_definitions/localoferta_ens_superior.json
@@ -0,0 +1,7 @@
+{
+ "pairing_description": "Tabela do censo do INEP - Ensino Superior",
+ "data_source": "Dados abertos INEP - Microdados do Ensino Superior",
+ "pk": ["ano_censo", "cod_local_oferta", "cod_curso"],
+ "foreign_keys": [ ]
+}
+
diff --git a/table_definitions/matricula.json b/table_definitions/matricula.json
new file mode 100644
index 0000000..b1a31fa
--- /dev/null
+++ b/table_definitions/matricula.json
@@ -0,0 +1,8 @@
+{
+ "pairing_description": "Tabela de matrÃculas",
+ "data_source": "Microdados do Censo Escolar/INEP (arquivo MatrÃculas)",
+ "pk": ["ano_censo", "id"],
+ "foreign_keys": [
+
+ ]
+}
diff --git a/table_definitions/test_database.json b/table_definitions/test_database.json
new file mode 100644
index 0000000..76bb4ca
--- /dev/null
+++ b/table_definitions/test_database.json
@@ -0,0 +1,12 @@
+{
+ "pairing_description": "Tabela utilizada para testes",
+ "data_source": "Massa d' Ãgua Região Hidrográfica Parana - ANA - dados.gov.br",
+ "pk": ["id"],
+ "foreign_keys": [
+ {
+ "keys": ["id"],
+ "reference_columns": ["id"],
+ "reference_table": "test_reference"
+ }
+ ]
+}
--
GitLab
From 99a27b0bef256128e1b3aaa573d748c3de945436 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Mon, 14 Oct 2019 10:16:21 -0300
Subject: [PATCH 37/41] Add database_test table_definition, mapping_protocol
---
mapping_protocols/test_database.csv | 1 -
table_definitions/test_database.json | 24 ++++++++++++++++--------
2 files changed, 16 insertions(+), 9 deletions(-)
diff --git a/mapping_protocols/test_database.csv b/mapping_protocols/test_database.csv
index 33ca128..58ce890 100644
--- a/mapping_protocols/test_database.csv
+++ b/mapping_protocols/test_database.csv
@@ -6,4 +6,3 @@ ESPCD,esp_cd,Código da massa,0,massa_id,INT,esp_cd
TIPOMASS,detipomass,Tipo,0,tipo,VARCHAR(16),detipomass
TIPOADM,dedominial,Tipo Administrativo,0,adm,VARCHAR(16),dedominial
CODADM,,Código Administrativo,0,adm_id,INT,"~CASE WHEN (""dedominial"" = 'Federal') THEN 1 WHEN (""dedominial"" = 'Estadual') THEN 2 END"
-CODTIPO,,Código do tipo,0,tipo_id,INT,~CASE WHEN (tipo = 'Natural') THEN 1 WHEN (tipo = 'Artificial') THEN 0 END
diff --git a/table_definitions/test_database.json b/table_definitions/test_database.json
index 76bb4ca..b7f1493 100644
--- a/table_definitions/test_database.json
+++ b/table_definitions/test_database.json
@@ -2,11 +2,19 @@
"pairing_description": "Tabela utilizada para testes",
"data_source": "Massa d' Ãgua Região Hidrográfica Parana - ANA - dados.gov.br",
"pk": ["id"],
- "foreign_keys": [
- {
- "keys": ["id"],
- "reference_columns": ["id"],
- "reference_table": "test_reference"
- }
- ]
-}
+ "foreign_keys": [{
+ "keys": ["id"],
+ "reference_columns": ["id"],
+ "reference_table": "test_reference"
+ }],
+ "columns": {
+ "id": ["INT", "OBJID"],
+ "ano_censo": ["INT", "ANO"],
+ "nome": ["VARCHAR(64)", "NOMEOG"],
+ "esp_id": ["INT", "ESPCD"],
+ "adm": ["VARCHAR(16)", "TIPOADM"],
+ "adm_id": ["INT", "CODADM"],
+ "random_string": ["VARCHAR(16)", "RDREF"],
+ "tipo_id": ["INT", "CODTIPO"]
+ }
+}
\ No newline at end of file
--
GitLab
From 03441b46fe6002a943ca21aa13d811e83d45e777 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 15 Oct 2019 09:26:01 -0300
Subject: [PATCH 38/41] Add changelog
---
CHANGELOG.md | 29 +++++++++++++++++++++++++++++
1 file changed, 29 insertions(+)
create mode 100644 CHANGELOG.md
diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 0000000..06587fc
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,29 @@
+# Changelog
+
+All changes between versions will be documented in this file.
+
+## 1.1.0 - 2019-10-15
+### New Features
+* Added integration of sql, python and bash scripts with the command `run_script`.
+* Added group execution of sql scripts with the commands `execute_sql_group`, `drop_group` and `rebuild_group`.
+The groups are defined in the configuration file hotmapper/database/`groups.py`.
+* The run_aggregations command now also run all denormalizations (It executes any special condition `~` that doesn't need
+the data CSV.).
+* All columns information will also be contained in the `table_definition JSON`, it'll be updated automatically when a
+remap is executed. This permits easier access to all the table information.
+* You can now create a table only with it's table_definition. (It needs the columns parameter in the JSON,
+you still won't be able to insert data without a mapping_protocol CSV.)
+* You can now, create, delete and rename columns by editing directly the `table_definition JSON`. (The mapping_protocol
+CSV won't be automatically updated and the insertion of data still requires the presence of the columns there.)
+
+### Fixes
+* Fixed insertion error when the header of the data csv contains `"` (quotes).
+* Fixed being unable to run denormalizations when the table didn't contain an `ano_censo` column. Now it will try to get
+the column `YEAR_COLUMN` defined in the `settings.py` as condition a of the denormalization/aggregation query.
+* Fixed insertion of data when two columns of the mapping_protocol where mapped directly to the same header from the data CSV.
+* Fixed foreign key error with sqlalchemy-monetdb (dependency updated).
+
+### Code changes
+* Updated all dependencies, adjusted the code accordingly with possible changes.
+* Added new functional tests. Can be run executing `python -m tests.database_test test_all`
+* Refactored table_definition into a class, similar to protocol.
\ No newline at end of file
--
GitLab
From 8d4c58c506007bf756c7c7fe0380045f86402cf2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 15 Oct 2019 09:30:44 -0300
Subject: [PATCH 39/41] Remove auto.sh from master
---
auto.sh | 164 --------------------------------------------------------
1 file changed, 164 deletions(-)
delete mode 100755 auto.sh
diff --git a/auto.sh b/auto.sh
deleted file mode 100755
index 581de09..0000000
--- a/auto.sh
+++ /dev/null
@@ -1,164 +0,0 @@
-#!/bin/bash
-
-# Copyright (C) 2016 Centro de Computacao Cientifica e Software Livre
-# Departamento de Informatica - Universidade Federal do Parana - C3SL/UFPR
-#
-# This file is part of HOTMapper.
-#
-# HOTMapper is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# HOTMapper is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with HOTMapper. If not, see <https://www.gnu.org/licenses/>.
-
-# ---------------------------------------------------------------------------------------#
-# Esse script tem como objetivo facilitar a criação do banco de dados do projeto SIMCAQ,
-# conforme a necessidade dos desenvolvedores. O código é livre para modificações contanto
-# que os que utilizam o script sejam notificados das mudanças decorrentes.
-# ---------------------------------------------------------------------------------------#
-
-
-# ---------------------------------------------------------------------------------------#
-# Função para criar as tabelas que são consideradas bases para o banco de dados
-# ---------------------------------------------------------------------------------------#
-fBase ()
-{
- ./manage.py execute_sql_group base
-}
-# ---------------------------------------------------------------------------------------#
-
-# ---------------------------------------------------------------------------------------#
-# Função para criar as tabelas a partir dos protocolos de mapeamento
-# ---------------------------------------------------------------------------------------#
-fCreate ()
-{
- ./manage.py create escola
- ./manage.py create turma
- ./manage.py create matricula
- ./manage.py create docente
-}
-# ---------------------------------------------------------------------------------------#
-
-# ---------------------------------------------------------------------------------------#
-# Função para inserir dados nas tabelas criadas a partir dos protocolos de mapeamento
-# ---------------------------------------------------------------------------------------#
-fInsert()
-{
- local alpha="$2"
-
- while [ "$alpha" -le "$3" ]; do
- ./manage.py insert $1${alpha}_ESCOLAS.CSV escola $alpha --sep=\|
- ./manage.py insert $1${alpha}_TURMAS.CSV turma $alpha --sep=\|
- ./manage.py insert $1${alpha}_DOCENTES_CO.CSV docente $alpha --sep=\|
- ./manage.py insert $1${alpha}_DOCENTES_NORTE.CSV docente $alpha --sep=\|
- ./manage.py insert $1${alpha}_DOCENTES_NORDESTE.CSV docente $alpha --sep=\|
- ./manage.py insert $1${alpha}_DOCENTES_SUDESTE.CSV docente $alpha --sep=\|
- ./manage.py insert $1${alpha}_DOCENTES_SUL.CSV docente $alpha --sep=\|
- ./manage.py insert $1${alpha}_MATRICULA_CO.CSV matricula $alpha --sep=\|
- ./manage.py insert $1${alpha}_MATRICULA_NORTE.CSV matricula $alpha --sep=\|
- ./manage.py insert $1${alpha}_MATRICULA_NORDESTE.CSV matricula $alpha --sep=\|
- ./manage.py insert $1${alpha}_MATRICULA_SUDESTE.CSV matricula $alpha --sep=\|
- ./manage.py insert $1${alpha}_MATRICULA_SUL.CSV matricula $alpha --sep=\|
- alpha=$(($alpha + 1))
- done
-}
-# ---------------------------------------------------------------------------------------#
-
-# ---------------------------------------------------------------------------------------#
-# Função para criar tabelas agregadas a partir de sql
-# ---------------------------------------------------------------------------------------#
-fAggregate()
-{
- ./manage.py execute_sql_group simcaq_aggregate
-}
-# ---------------------------------------------------------------------------------------#
-
-# ---------------------------------------------------------------------------------------#
-# Retorna uma ajuda caso não haja parâmetros de entrada
-# ---------------------------------------------------------------------------------------#
-if [ ! $1 ]; then
- printf "\n# WARNING: Don't forget to check the settings file for the database name.\n"
- printf "\n# This script has 4 commands:\n"
- printf "# 1. all: execute all commands to create the database and insert data.\n"
- printf "# 2. base: execute the commands to create de base tables.\n"
- printf "# 3. create: execute the commands to create the tables.\n"
- printf "# 4. insert: execute the commands to insert data to tables.\n\n"
- printf "# Estructure of commands:\n"
- printf "# 1. ./auto.sh all [path_to_files] [initial_year]"
- printf " [final_year]\n"
- printf "# 2. ./auto.sh base\n"
- printf "# 3. ./auto.sh create\n"
- printf "# 4. ./auto.sh insert [path_to_files] [initial_year] [final_year]\n\n"
- exit 0;
-fi
-# ---------------------------------------------------------------------------------------#
-
-# ---------------------------------------------------------------------------------------#
-# Execução do script conforme os comandos passados
-# ---------------------------------------------------------------------------------------#
-source ./env/bin/activate
-if [ $? = 0 ]; then
- printf "\n# Environment activated!\n"
- if [ "$1" = 'all' ]; then
- if [ $2 ] && [ $3 ] && [ $4 ]; then
- printf "\n# Initializing the creation of base tables...\n"
- sleep 1
- fBase
- printf "\n# Initializing the creation of mapping tables...\n"
- sleep 1
- fCreate
- printf "\n# Initializing the insertion of data, this may take a while...\n"
- sleep 2
- fInsert "$2" "$3" "$4"
- sleep 1
- printf "\n# Initializing the creation of aggregate tables...\n"
- sleep 1
- fAggregate
- else
- printf "# ERROR: Missing parameters!\n"
- exit -1;
- fi
- elif [ "$1" = 'base' ]; then
- printf "\n# Initializing the creation of base tables...\n"
- sleep 1
- fBase
- sleep 1
- elif [ "$1" = 'create' ]; then
- printf "\n# Initializing the creation of tables...\n"
- sleep 1
- fCreate
- sleep 1
- elif [ "$1" = 'insert' ]; then
- if [ $2 ] && [ $3 ] && [ $4 ]; then
- printf "\n# Initializing the insertion of data, this may take a while...\n"
- sleep 2
- fInsert "$2" "$3" "$4"
- sleep 1
- else
- printf "# ERROR: Missing parameters!\n"
- exit -1;
- fi
- else
- printf "\n# ERROR: Missing parameters!\n"
- deactivate
- printf "\n# Environment deactivated!\n"
- printf "# Terminating...\n"
- sleep 1
- exit -1;
- fi
- deactivate
- printf "\n# Environment deactivated!\n"
- printf "\n# All done! Terminating...\n"
- sleep 1
- exit 0;
-else
- printf "# ERROR: can't find the directory for environment!\n"
- exit -1;
-fi
--
GitLab
From 0b7ea826101d4df003c8f7f13a38dcd1b32b65ea Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 15 Oct 2019 09:37:30 -0300
Subject: [PATCH 40/41] Update README-pt.md
---
README-pt.md | 21 ++++++++++++---------
1 file changed, 12 insertions(+), 9 deletions(-)
diff --git a/README-pt.md b/README-pt.md
index d5f944b..a285529 100644
--- a/README-pt.md
+++ b/README-pt.md
@@ -2,6 +2,9 @@
Este repositório contem a ferramenta HOTMapper, o qual permite o usuário gerenciar seus dados históricos usando protocolos de mapeamento.
+Abaixo encontra-se um guia simples de uso, caso você queira um tutorial mais completo ou deseje saber mais sobre todos os
+aspectos do HOTMapper, vá para a nossa [página na wiki(em inglês).](https://gitlab.c3sl.ufpr.br/tools/hotmapper/wikis/home)
+
## Dados ##
Os dados abertos extraÃdos e processados pela ferramenta podem ser encontrados no link [INEP](http://portal.inep.gov.br/web/guest/microdados) na seção "Censo Escolar" e " Censo da Educação Superior".
@@ -13,7 +16,7 @@ Para facilitar a execução da ferramente, nós baixamos todos os dados de "Loca
## Requisitos ##
* Python 3 (É recomendado o uso de um ambiente virtual, como o virtualenv)
-* MonetDB (Nós temos planos de expandir o suporte de bancos de dados que o HOTMapper suporta no futuro)
+* [MonetDB](https://www.monetdb.org/Downloads) (Nós temos planos de expandir o suporte de bancos de dados que o HOTMapper suporta no futuro)
## Installação ##
@@ -28,7 +31,7 @@ Nós assumimos queo Python 3.X está instalado na máquina que executará o HOTM
1a) No Linux/macOS
```bash
-$ sudo -H pip install virtualenv
+$ sudo -H pip3 install virtualenv
```
1b) No Windows (with administrator privilleges)
@@ -181,37 +184,37 @@ $ ./manage.py create localoferta_ens_superior
a) Para inserir 2010:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2010.CSV localoferta_ens_superior 2010 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2010.CSV localoferta_ens_superior 2010 --sep="|"
```
b) Para inserir 2011:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2011.CSV localoferta_ens_superior 2011 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2011.CSV localoferta_ens_superior 2011 --sep="|"
```
c) Para inserir 2012:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2012.CSV localoferta_ens_superior 2012 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2012.CSV localoferta_ens_superior 2012 --sep="|"
```
d) Para inserir 2013:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2013.CSV localoferta_ens_superior 2013 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2013.CSV localoferta_ens_superior 2013 --sep="|"
```
e) Para inserir 2014:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2014.CSV localoferta_ens_superior 2014 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2014.CSV localoferta_ens_superior 2014 --sep="|"
```
f) Para inserir 2015:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2015.CSV localoferta_ens_superior 2015 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2015.CSV localoferta_ens_superior 2015 --sep="|"
```
g) Para inserir 2016:
```bash
-$ ./manage.py insert CAMINHO_DO_ARQUIVO/DM_LOCAL_OFERTA_2016.CSV localoferta_ens_superior 2016 --sep="|"
+$ ./manage.py insert CAMINHO_DO_ARQUIVO/hotmapper/open_data/DM_LOCAL_OFERTA_2016.CSV localoferta_ens_superior 2016 --sep="|"
```
### Cenário 2 ###
--
GitLab
From e1be7d28eb561863d1111b5d67e41e21af7acb20 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jo=C3=A3o=20Victor=20Frans=20Pondaco=20Winandy?=
<jvfpw18@inf.ufpr.br>
Date: Tue, 15 Oct 2019 11:42:00 -0300
Subject: [PATCH 41/41] Update CHANGELOG
---
CHANGELOG.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 06587fc..47cca39 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,6 +15,7 @@ remap is executed. This permits easier access to all the table information.
you still won't be able to insert data without a mapping_protocol CSV.)
* You can now, create, delete and rename columns by editing directly the `table_definition JSON`. (The mapping_protocol
CSV won't be automatically updated and the insertion of data still requires the presence of the columns there.)
+* Added a confirmation prompt when doing a remap.
### Fixes
* Fixed insertion error when the header of the data csv contains `"` (quotes).
--
GitLab