add perf tests for different geometry complexities as well as all code branches for getmeasure
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@ -8,14 +8,41 @@ from time import time
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USE_SCHEMA = True
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for q in (
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'DROP TABLE IF EXISTS obs_censustest',
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'''CREATE TABLE obs_censustest (cartodb_id SERIAL PRIMARY KEY,
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the_geom GEOMETRY, name TEXT, measure NUMERIC, category TEXT)''',
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'''INSERT INTO obs_censustest (the_geom, name)
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SELECT * FROM {schema}OBS_GetBoundariesByGeometry(
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st_makeenvelope(-74.05437469482422,40.66319159533881,
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-73.81885528564453,40.745696344339564, 4326),
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'us.census.tiger.block_group_clipped') As m(the_geom, geoid)'''
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'DROP TABLE IF EXISTS obs_perftest_simple',
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'''CREATE TABLE obs_perftest_simple (cartodb_id SERIAL PRIMARY KEY,
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point GEOMETRY,
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geom GEOMETRY,
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offset_geom GEOMETRY,
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name TEXT, measure NUMERIC, category TEXT)''',
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'''INSERT INTO obs_perftest_simple (point, geom, offset_geom, name)
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SELECT ST_PointOnSurface(the_geom) point,
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the_geom geom,
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ST_Translate(the_geom, -0.1, 0.1) offset_geom,
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geom_refs AS name
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FROM (SELECT * FROM {schema}OBS_GetBoundariesByGeometry(
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st_makeenvelope(-74.05437469482422,40.66319159533881,
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-73.81885528564453,40.745696344339564, 4326),
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'us.census.tiger.census_tract_clipped')) foo
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ORDER BY ST_NPoints(the_geom) ASC
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LIMIT 50''',
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'DROP TABLE IF EXISTS obs_perftest_complex',
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'''CREATE TABLE obs_perftest_complex (cartodb_id SERIAL PRIMARY KEY,
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point GEOMETRY,
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geom GEOMETRY,
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offset_geom GEOMETRY,
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name TEXT, measure NUMERIC, category TEXT)''',
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'''INSERT INTO obs_perftest_complex (point, geom, offset_geom, name)
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SELECT ST_PointOnSurface(the_geom) point,
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the_geom geom,
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ST_Translate(the_geom, -0.1, 0.1) offset_geom,
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geom_refs AS name
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FROM (SELECT * FROM {schema}OBS_GetBoundariesByGeometry(
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st_makeenvelope(-75.05437469482422,40.66319159533881,
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-73.81885528564453,41.745696344339564, 4326),
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'us.census.tiger.county_clipped')) foo
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ORDER BY ST_NPoints(the_geom) DESC
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LIMIT 50;''',
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'''SET statement_timeout = 5000;'''
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):
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query(q.format(
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schema='cdb_observatory.' if USE_SCHEMA else '',
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@ -24,37 +51,53 @@ for q in (
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ARGS = {
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'OBS_GetMeasureByID': "name, 'us.census.acs.B01001002', '{}'",
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'OBS_GetMeasure': "{}, 'us.census.acs.B01001002'",
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'OBS_GetCategory': "{}, 'us.census.spielman_singleton_segments.X10'",
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('OBS_GetMeasureByID', None): "name, 'us.census.acs.B01001002', '{}'",
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('OBS_GetMeasure', 'predenominated'): "{}, 'us.census.acs.B01003001'",
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('OBS_GetMeasure', 'area'): "{}, 'us.census.acs.B01001002', 'area'",
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('OBS_GetMeasure', 'denominator'): "{}, 'us.census.acs.B01001002', 'denominator'",
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('OBS_GetCategory', None): "{}, 'us.census.spielman_singleton_segments.X10'",
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}
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GEOMS = {
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'point': 'ST_PointOnSurface(the_geom)',
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'polygon_match': 'the_geom',
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'polygon_buffered': 'ST_Buffer(the_geom::GEOGRAPHY, 1000)::GEOMETRY(GEOMETRY, 4326)',
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}
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@parameterized([
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('OBS_GetMeasureByID', 'us.census.tiger.block_group_clipped'),
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('OBS_GetMeasureByID', 'us.census.tiger.county'),
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('OBS_GetMeasure', GEOMS['point']),
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('OBS_GetMeasure', GEOMS['polygon_match']),
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('OBS_GetMeasure', GEOMS['polygon_buffered']),
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('OBS_GetCategory', GEOMS['point']),
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('OBS_GetCategory', GEOMS['polygon_match']),
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('OBS_GetCategory', GEOMS['polygon_buffered']),
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('simple', 'OBS_GetMeasureByID', None, 'us.census.tiger.census_tract'),
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('complex', 'OBS_GetMeasureByID', None, 'us.census.tiger.county'),
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('simple', 'OBS_GetMeasure', 'predenominated', 'point'),
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('simple', 'OBS_GetMeasure', 'predenominated', 'geom'),
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('simple', 'OBS_GetMeasure', 'predenominated', 'offset_geom'),
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('simple', 'OBS_GetMeasure', 'area', 'point'),
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('simple', 'OBS_GetMeasure', 'area', 'geom'),
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('simple', 'OBS_GetMeasure', 'area', 'offset_geom'),
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('simple', 'OBS_GetMeasure', 'denominator', 'point'),
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('simple', 'OBS_GetMeasure', 'denominator', 'geom'),
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('simple', 'OBS_GetMeasure', 'denominator', 'offset_geom'),
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('simple', 'OBS_GetCategory', None, 'point'),
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('simple', 'OBS_GetCategory', None, 'geom'),
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('simple', 'OBS_GetCategory', None, 'offset_geom'),
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('complex', 'OBS_GetMeasure', 'predenominated', 'point'),
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('complex', 'OBS_GetMeasure', 'predenominated', 'geom'),
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('complex', 'OBS_GetMeasure', 'predenominated', 'offset_geom'),
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('complex', 'OBS_GetMeasure', 'area', 'point'),
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('complex', 'OBS_GetMeasure', 'area', 'geom'),
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('complex', 'OBS_GetMeasure', 'area', 'offset_geom'),
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('complex', 'OBS_GetMeasure', 'denominator', 'point'),
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('complex', 'OBS_GetMeasure', 'denominator', 'geom'),
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('complex', 'OBS_GetMeasure', 'denominator', 'offset_geom'),
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('complex', 'OBS_GetCategory', None, 'point'),
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('complex', 'OBS_GetCategory', None, 'geom'),
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('complex', 'OBS_GetCategory', None, 'offset_geom'),
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])
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def test_performance(api_method, arg):
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print api_method, arg
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def test_performance(geom_complexity, api_method, normalization, geom):
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print api_method, geom_complexity, normalization, geom
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col = 'measure' if 'measure' in api_method.lower() else 'category'
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for rows in (1, 10, 50, 100):
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q = 'UPDATE obs_censustest SET {col} = {schema}{api_method}({args}) WHERE cartodb_id < {n}'.format(
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for rows in (1, 5, 10, ):
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q = 'UPDATE obs_perftest_{complexity} SET {col} = {schema}{api_method}({args}) WHERE cartodb_id < {n}'.format(
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col=col,
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complexity=geom_complexity,
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schema='cdb_observatory.' if USE_SCHEMA else '',
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api_method=api_method,
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args=ARGS[api_method].format(arg),
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args=ARGS[api_method, normalization].format(geom),
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n=rows+1)
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start = time()
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query(q)
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