use obs_column_table_tile_raster with simpler bands for faster performance
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@@ -45,6 +45,30 @@ for q in (
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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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'DROP TABLE IF EXISTS obs_perftest_country_simple',
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'''CREATE TABLE obs_perftest_country_simple (cartodb_id SERIAL PRIMARY KEY,
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geom GEOMETRY,
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name TEXT) ''',
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'''INSERT INTO obs_perftest_country_simple (geom, name)
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SELECT the_geom 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(-179,-89, 179,89, 4326),
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'whosonfirst.wof_country_geom')) 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_country_complex',
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'''CREATE TABLE obs_perftest_country_complex (cartodb_id SERIAL PRIMARY KEY,
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geom GEOMETRY,
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name TEXT) ''',
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'''INSERT INTO obs_perftest_country_complex (geom, name)
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SELECT the_geom 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(-179,-89, 179,89, 4326),
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'whosonfirst.wof_country_geom')) 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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@@ -59,6 +83,7 @@ ARGS = {
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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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('_OBS_GetGeometryScores', None): "{}, NULL"
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}
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@@ -76,6 +101,56 @@ def record(params, results):
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}
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json.dump(tests, fhandle)
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@parameterized([
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('simple', '_OBS_GetGeometryScores', 'NULL', 1),
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('simple', '_OBS_GetGeometryScores', 'NULL', 500),
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('simple', '_OBS_GetGeometryScores', 'NULL', 3000),
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('complex', '_OBS_GetGeometryScores', 'NULL', 1),
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('complex', '_OBS_GetGeometryScores', 'NULL', 500),
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('complex', '_OBS_GetGeometryScores', 'NULL', 3000),
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('country_simple', '_OBS_GetGeometryScores', 'NULL', 1),
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('country_simple', '_OBS_GetGeometryScores', 'NULL', 500),
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('country_simple', '_OBS_GetGeometryScores', 'NULL', 5000),
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('country_complex', '_OBS_GetGeometryScores', 'NULL', 1),
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('country_complex', '_OBS_GetGeometryScores', 'NULL', 500),
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('country_complex', '_OBS_GetGeometryScores', 'NULL', 5000),
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])
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def test_getgeometryscores_performance(geom_complexity, api_method, filters, target_geoms):
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print api_method, geom_complexity, filters, target_geoms
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rownums = (1, 5, 10, ) if 'complex' in geom_complexity else (5, 25, 50,)
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results = []
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for rows in rownums:
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stmt = '''SELECT {schema}{api_method}(geom, {filters}, {target_geoms})
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FROM obs_perftest_{complexity}
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WHERE cartodb_id < {n}'''.format(
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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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filters=filters,
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target_geoms=target_geoms,
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n=rows+1)
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start = time()
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query(stmt)
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end = time()
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qps = (rows / (end - start))
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results.append({
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'rows': rows,
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'qps': qps,
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'stmt': stmt
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})
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print rows, ': ', qps, ' QPS'
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if 'OBS_RECORD_TEST' in os.environ:
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record({
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'geom_complexity': geom_complexity,
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'api_method': api_method,
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'filters': filters,
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'target_geoms': target_geoms
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}, results)
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@parameterized([
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('simple', 'OBS_GetMeasureByID', None, 'us.census.tiger.census_tract'),
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@@ -107,7 +182,7 @@ def record(params, results):
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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(geom_complexity, api_method, normalization, geom):
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def test_getmeasure_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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results = []
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