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385 lines
21 KiB
385 lines
21 KiB
import os
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import psycopg2
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import subprocess
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PGUSER = os.environ.get('PGUSER', 'postgres')
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PGPASSWORD = os.environ.get('PGPASSWORD', '')
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PGHOST=os.environ.get('PGHOST', 'localhost')
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PGPORT=os.environ.get('PGPORT', '5432')
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PGDATABASE=os.environ.get('PGDATABASE', 'postgres')
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DB_CONN = psycopg2.connect('postgres://{user}:{password}@{host}:{port}/{database}'.format(
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user=PGUSER,
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password=PGPASSWORD,
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host=PGHOST,
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port=PGPORT,
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database=PGDATABASE
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))
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CURSOR = DB_CONN.cursor()
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def query(q):
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'''
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Query the database.
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'''
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try:
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CURSOR.execute(q)
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return CURSOR
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except:
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DB_CONN.rollback()
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raise
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def commit():
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try:
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DB_CONN.commit()
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except:
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DB_CONN.rollback()
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raise
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def get_tablename_query(column_id, boundary_id, timespan):
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"""
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given a column_id, boundary-id (us.census.tiger.block_group), and
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timespan, give back the current table hash from the data observatory
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"""
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return """
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SELECT numer_tablename, numer_geomref_colname, numer_tid,
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geom_tablename, geom_geomref_colname, geom_tid
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FROM observatory.obs_meta
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WHERE numer_id = '{numer_id}' AND
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geom_id = '{geom_id}' AND
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numer_timespan = '{numer_timespan}'
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""".format(numer_id=column_id,
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geom_id=boundary_id,
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numer_timespan=timespan)
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METADATA_TABLES = ['obs_table', 'obs_column_table', 'obs_column', 'obs_column_tag',
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'obs_tag', 'obs_column_to_column', 'obs_dump_version', 'obs_meta',
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'obs_table_to_table', 'obs_meta_numer', 'obs_meta_denom',
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'obs_meta_geom', 'obs_meta_timespan', 'obs_meta_geom_numer_timespan',
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'obs_column_table_tile', 'obs_column_table_tile_simple']
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FIXTURES = [
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('us.census.acs.B01003001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01001002_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01001026_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01002001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002003_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002004_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002006_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002012_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B05001006_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08006001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08006002_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08301010_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08006009_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08006011_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08006015_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08006017_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B09001001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B11001001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B14001001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B14001002_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B14001005_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B14001006_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B14001007_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B14001008_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003017_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003022_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003023_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B16001001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B16001002_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B16001003_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B17001001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B17001002_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19013001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19083001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19301001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25001001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25002003_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25004002_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25004004_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25058001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25071001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25075001_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25075025_quantile', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01003001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B01001002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B01001026', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B01002001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002003', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002004', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002006', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002012', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002005', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002008', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002009', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B03002002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B11001001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003017', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003019', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003020', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003021', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003022', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B15003023', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19013001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19301001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25001001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25002003', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25004002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25004004', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25058001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25071001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25075001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25075025', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B25081002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B08134001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B08134002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001003', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001004', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001005', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001006', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001007', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001008', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001009', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001010', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001011', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001012', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001013', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001014', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001015', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001016', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B19001017', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B01001002', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B01003001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01001002', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01001026', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B01002001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002003', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002004', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002006', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002012', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002005', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002008', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002009', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B03002002', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B11001001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003017', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003019', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003020', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003021', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003022', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B15003023', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19013001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19083001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19301001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25001001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25002003', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25004002', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25004004', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25058001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25071001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25075001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25075025', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B25081002', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08134001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08134002', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08134008', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08134008', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B08134010', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001002', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001003', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001004', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001005', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001006', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001007', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001008', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001009', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001010', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001011', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001012', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001013', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001014', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001015', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001016', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.acs.B19001017', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.spielman_singleton_segments.X10', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.spielman_singleton_segments.X55', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.zillow.AllHomes_Zhvi', 'us.census.tiger.zcta5', '2014-01'),
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('us.zillow.AllHomes_Zhvi', 'us.census.tiger.zcta5', '2016-06'),
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('us.census.acs.B01003001', 'us.census.tiger.zcta5', '2010 - 2014'),
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('us.census.acs.B01003001', 'us.census.tiger.block_group', '2010 - 2014'),
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('us.census.acs.B01003001', 'us.census.tiger.census_tract', '2010 - 2014'),
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('us.census.tiger.place_geoname', 'us.census.tiger.place_clipped', '2015'),
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('us.census.tiger.county_geoname', 'us.census.tiger.county_clipped', '2015'),
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('us.census.tiger.county_geoname', 'us.census.tiger.county', '2015'),
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('us.census.tiger.block_group_geoname', 'us.census.tiger.block_group', '2015'),
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]
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OUTFILE_PATH = os.path.join(os.path.dirname(__file__), '..',
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'src/pg/test/fixtures/load_fixtures.sql')
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DROPFILE_PATH = os.path.join(os.path.dirname(__file__), '..',
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'src/pg/test/fixtures/drop_fixtures.sql')
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def dump(cols, tablename, where=''):
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with open(DROPFILE_PATH, 'a') as dropfile:
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dropfile.write('DROP TABLE IF EXISTS observatory.{tablename};\n'.format(
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tablename=tablename,
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))
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subprocess.check_call('PGPASSWORD={pgpassword} PGUSER={pguser} PGHOST={pghost} PGDATABASE={pgdb} '
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'pg_dump -x --section=pre-data -t observatory.{tablename} '
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' | sed "s:SET search_path.*::" '
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' | sed "s:ALTER TABLE.*OWNER.*::" '
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' | sed "s:SET idle_in_transaction_session_timeout.*::" '
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' >> {outfile}'.format(
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tablename=tablename,
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outfile=OUTFILE_PATH,
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pgpassword=PGPASSWORD,
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pghost=PGHOST,
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pgdb=PGDATABASE,
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pguser=PGUSER
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), shell=True)
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with open(OUTFILE_PATH, 'a') as outfile:
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outfile.write('COPY observatory."{}" FROM stdin WITH CSV HEADER;\n'.format(tablename))
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subprocess.check_call('''
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PGPASSWORD={pgpassword} psql -U {pguser} -d {pgdb} -h {pghost} -c "COPY (SELECT {cols} \
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FROM observatory.{tablename} {where}) \
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TO STDOUT WITH CSV HEADER" >> {outfile}'''.format(
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cols=cols,
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tablename=tablename,
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|
where=where,
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|
outfile=OUTFILE_PATH,
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|
pgpassword=PGPASSWORD,
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|
pghost=PGHOST,
|
|
pgdb=PGDATABASE,
|
|
pguser=PGUSER
|
|
), shell=True)
|
|
|
|
with open(OUTFILE_PATH, 'a') as outfile:
|
|
outfile.write('\\.\n\n')
|
|
|
|
|
|
def main():
|
|
unique_tables = set()
|
|
|
|
for f in FIXTURES:
|
|
column_id, boundary_id, timespan = f
|
|
tablename_query = get_tablename_query(column_id, boundary_id, timespan)
|
|
resp = query(tablename_query).fetchone()
|
|
if resp:
|
|
numer_tablename, numer_colname, numer_table_id = resp[0:3]
|
|
geom_tablename, geom_colname, geom_table_id = resp[3:6]
|
|
else:
|
|
raise Exception("Could not find table for {}, {}, {}".format(
|
|
column_id, boundary_id, timespan))
|
|
numer = (numer_tablename, numer_colname, numer_table_id, )
|
|
geom = (geom_tablename, geom_colname, geom_table_id, )
|
|
if numer not in unique_tables:
|
|
print(numer)
|
|
unique_tables.add(numer)
|
|
if geom not in unique_tables:
|
|
print(geom)
|
|
unique_tables.add(geom)
|
|
|
|
print unique_tables
|
|
|
|
with open(OUTFILE_PATH, 'w') as outfile:
|
|
outfile.write('SET client_min_messages TO WARNING;\n\\set ECHO none\n')
|
|
outfile.write('CREATE SCHEMA IF NOT EXISTS observatory;\n\n')
|
|
|
|
with open(DROPFILE_PATH, 'w') as dropfile:
|
|
dropfile.write('SET client_min_messages TO WARNING;\n\\set ECHO none\n')
|
|
|
|
for tablename in METADATA_TABLES:
|
|
print(tablename)
|
|
if tablename == 'obs_meta':
|
|
where = "WHERE " + " OR ".join([
|
|
"(numer_id, geom_id, numer_timespan) = ('{}', '{}', '{}')".format(
|
|
numer_id, geom_id, timespan)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_meta_numer':
|
|
where = "WHERE " + " OR ".join([
|
|
"numer_id IN ('{}', '{}')".format(numer_id, geom_id)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_meta_denom':
|
|
where = "WHERE " + " OR ".join([
|
|
"denom_id IN ('{}', '{}')".format(numer_id, geom_id)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_meta_geom':
|
|
where = "WHERE " + " OR ".join([
|
|
"geom_id IN ('{}', '{}')".format(numer_id, geom_id)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_meta_timespan':
|
|
where = "WHERE " + " OR ".join([
|
|
"timespan_id = ('{}')".format(timespan)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_column':
|
|
where = "WHERE " + " OR ".join([
|
|
"id IN ('{}', '{}')".format(numer_id, geom_id)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_column_tag':
|
|
where = "WHERE " + " OR ".join([
|
|
"column_id IN ('{}', '{}')".format(numer_id, geom_id)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename in ('obs_column_table', 'obs_column_table_tile',
|
|
'obs_column_table_tile_simple'):
|
|
where = '''WHERE table_id IN ({table_ids}) AND
|
|
(column_id IN ({numer_ids}) OR column_id IN ({geom_ids}))
|
|
'''.format(
|
|
numer_ids=','.join(["'{}'".format(x) for x, _, _ in FIXTURES]),
|
|
geom_ids=','.join(["'{}'".format(x) for _, x, _ in FIXTURES]),
|
|
table_ids=','.join(["'{}'".format(x) for _, _, x in unique_tables])
|
|
)
|
|
elif tablename == 'obs_column_to_column':
|
|
where = "WHERE " + " OR ".join([
|
|
"source_id IN ('{}', '{}') OR target_id IN ('{}', '{}')".format(
|
|
numer_id, geom_id, numer_id, geom_id)
|
|
for numer_id, geom_id, timespan in FIXTURES
|
|
])
|
|
elif tablename == 'obs_table':
|
|
where = 'WHERE timespan IN ({timespans}) ' \
|
|
'OR id IN ({table_ids}) '.format(
|
|
timespans=','.join(["'{}'".format(x) for _, _, x in FIXTURES]),
|
|
table_ids=','.join(["'{}'".format(x) for _, _, x in unique_tables])
|
|
)
|
|
elif tablename in ('obs_table_to_table'):
|
|
where = '''WHERE source_id IN ({table_ids})'''.format(
|
|
table_ids=','.join(["'{}'".format(x) for _, _, x in unique_tables])
|
|
)
|
|
else:
|
|
where = ''
|
|
dump('*', tablename, where)
|
|
|
|
for tablename, colname, table_id in unique_tables:
|
|
if 'zcta5' in table_id or 'zillow_zip' in table_id:
|
|
where = '\'11%\''
|
|
compare = 'LIKE'
|
|
elif 'county' in table_id and 'tiger' in table_id:
|
|
where = "('48061', '36047')"
|
|
compare = 'IN'
|
|
else:
|
|
where = '\'36047%\''
|
|
compare = 'LIKE'
|
|
print ' '.join(['*', tablename, "WHERE {}::text {} {}".format(colname, compare, where)])
|
|
dump('*', tablename, "WHERE {}::text {} {}".format(colname, compare, where))
|
|
|
|
if __name__ == '__main__':
|
|
main()
|