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Showing content from http://magic.io/blog/asyncpg-1m-rows-from-postgres-to-python/report.html below:

Thu Aug 4 11:28:16 2016

Server Performance Benchmark Report Below are the results of testing PostgreSQL client driver implementations. Each server is constrained to run in a single process. Test environment: Linux 4.4.5 (gentoo 2.2, x86_64) on Intel(R) Xeon(R) CPU E5-1620 v2 @ 3.70GHz. Overall Results Individual Benchmarks 1-pg_type.json x8 Test Setup
N/A
Test Query
select typname, typnamespace, typowner, typlen, typbyval, typcategory, typispreferred, typisdefined, typdelim, typrelid, typelem, typarray from pg_type where typtypmod = $1 and typisdefined = $2
Args: [-1, True]
2-generate_series.json x8 Test Setup
N/A
Test Query
SELECT i FROM generate_series(1, $1) AS i
Args: [1000]
3-large_object.json x8 Test Setup
CREATE TABLE _bytes(b bytea); INSERT INTO _bytes(b) (SELECT repeat('a', 1000)::bytea FROM generate_series(1, 100));
Test Query
SELECT * FROM _bytes
Args: []
4-arrays.json x8 Test Setup
CREATE TABLE _test(a int[]); INSERT INTO _test(a) (SELECT (SELECT array_agg(i) FROM generate_series(1, 100) as s(i)) FROM generate_series(1, 100));
Test Query
SELECT * FROM _test
Args: []
Detailed Benchmark Data Geometric mean 1-pg_type.json x8 2-generate_series.json x8 3-large_object.json x8 4-arrays.json x8 golang-libpq Queries/sec 1944.03 1146.55 3088.59 1142.05 3531.61 Rows/sec 473519.93 403587.05 3088589.3 114204.51 353160.72 Min latency 1.132ms 1.68ms 0.79ms 0.99ms 1.25ms Mean latency 4.107ms 6.969ms 2.584ms 6.995ms 2.259ms Max latency 16.876ms 19.04ms 12.68ms 21.09ms 15.93ms Latency variation 1.542ms (37.54%) 2.462ms (35.33%) 0.916ms (35.46%) 3.221ms (46.04%) 0.778ms (34.44%) golang-pgx Queries/sec 2607.42 1423.57 2987.77 9446.27 1150.42 Rows/sec 635105.68 501095.89 2987772.79 944627.42 115041.63 Min latency 0.598ms 1.01ms 0.64ms 0.13ms 1.52ms Mean latency 3.056ms 5.605ms 2.668ms 0.841ms 6.939ms Max latency 11.246ms 20.77ms 12.94ms 3.72ms 16.0ms Latency variation 1.46ms (47.78%) 2.687ms (47.93%) 1.347ms (50.5%) 0.461ms (54.79%) 2.726ms (39.29%) python-aiopg Queries/sec 234.19 89.0 128.7 648.78 404.75 Rows/sec 57041.22 31326.47 128695.21 64877.62 40474.97 Min latency 6.915ms 13.38ms 9.77ms 3.47ms 5.04ms Mean latency 34.076ms 89.534ms 61.957ms 12.313ms 19.74ms Max latency 39.476ms 95.0ms 68.94ms 16.71ms 22.19ms Latency variation 1.18ms (3.46%) 4.327ms (4.83%) 2.887ms (4.66%) 0.346ms (2.81%) 0.449ms (2.27%) python-aiopg-tuples Queries/sec 1172.23 1136.51 2364.31 1335.1 526.33 Rows/sec 285527.42 400051.01 2364314.5 133509.79 52632.93 Min latency 3.32ms 3.99ms 2.44ms 3.16ms 3.95ms Mean latency 6.813ms 7.029ms 3.375ms 5.982ms 15.182ms Max latency 9.187ms 12.2ms 4.44ms 7.0ms 18.79ms Latency variation 0.228ms (3.35%) 0.425ms (6.04%) 0.209ms (6.18%) 0.105ms (1.75%) 0.292ms (1.92%) python-asyncpg Queries/sec 3740.3 2985.2 3137.19 9092.71 2298.36 Rows/sec 911049.59 1050789.89 3137186.62 909271.36 229836.14 Min latency 1.025ms 1.23ms 1.53ms 0.32ms 1.83ms Mean latency 2.129ms 2.67ms 2.542ms 0.872ms 3.471ms Max latency 10.24ms 10.31ms 12.74ms 7.01ms 11.94ms Latency variation 0.517ms (24.29%) 0.507ms (18.97%) 1.312ms (51.63%) 0.157ms (18.01%) 0.686ms (19.75%) nodejs-pg Queries/sec 389.56 660.63 532.11 1275.6 51.36 Rows/sec 94887.84 232541.33 532110.06 127560.31 5136.0 Min latency 5.814ms 2.91ms 3.68ms 3.67ms 29.08ms Mean latency 20.469ms 12.098ms 15.012ms 6.263ms 154.331ms Max latency 56.154ms 30.28ms 56.93ms 19.68ms 293.08ms Latency variation 6.471ms (31.61%) 3.446ms (28.48%) 5.151ms (34.31%) 2.03ms (32.41%) 48.673ms (31.54%) nodejs-pg-native Queries/sec 493.69 296.77 2160.42 1626.36 56.97 Rows/sec 120253.86 104463.23 2160417.87 162635.68 5697.43 Min latency 4.895ms 5.68ms 1.65ms 2.53ms 24.21ms Mean latency 16.153ms 26.908ms 3.699ms 4.914ms 139.205ms Max latency 32.616ms 43.59ms 11.51ms 9.3ms 242.55ms Latency variation 2.917ms (18.05%) 5.626ms (20.91%) 1.172ms (31.69%) 0.329ms (6.69%) 33.365ms (23.97%)

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