From 8cc10c8689e862ad7c17bd22c3879127094c7cdd Mon Sep 17 00:00:00 2001 From: ijl Date: Wed, 25 Sep 2019 12:09:44 +0000 Subject: [PATCH] 2.0.10 --- .gitmodules | 0 CHANGELOG.md | 7 + Cargo.lock | 2 +- Cargo.toml | 2 +- README.md | 187 +++++++++++++++------------ bench/mem_usage | 37 ++++++ bench/run_mem | 5 +- doc/canada_deserialization.png | Bin 19549 -> 18312 bytes doc/canada_serialization.png | Bin 18844 -> 19574 bytes doc/citm_catalog_deserialization.png | Bin 20110 -> 19875 bytes doc/citm_catalog_serialization.png | Bin 19059 -> 20243 bytes doc/github_deserialization.png | Bin 19957 -> 19508 bytes doc/github_serialization.png | Bin 18925 -> 18414 bytes doc/twitter_deserialization.png | Bin 19126 -> 18476 bytes doc/twitter_serialization.png | Bin 18189 -> 18273 bytes 15 files changed, 150 insertions(+), 90 deletions(-) delete mode 100644 .gitmodules create mode 100644 bench/mem_usage diff --git a/.gitmodules b/.gitmodules deleted file mode 100644 index e69de29b..00000000 diff --git a/CHANGELOG.md b/CHANGELOG.md index 211a2ac0..b04a4fc5 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,12 @@ # Changelog +## 2.0.19 - 2019-09-25 + +### Changed + +- Performance improvements and lower memory usage in deserialization +by creating only one `str` object for repeated map keys. + ## 2.0.9 - 2019-09-22 ### Changed diff --git a/Cargo.lock b/Cargo.lock index fa51621d..48b7cbe8 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -187,7 +187,7 @@ dependencies = [ [[package]] name = "orjson" -version = "2.0.9" +version = "2.0.10" dependencies = [ "associative-cache 1.0.1 (registry+https://github.com/rust-lang/crates.io-index)", "encoding_rs 0.8.20 (registry+https://github.com/rust-lang/crates.io-index)", diff --git a/Cargo.toml b/Cargo.toml index c3aec8c5..4ce4cc9c 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "orjson" -version = "2.0.9" +version = "2.0.10" authors = ["ijl "] description = "Fast, correct Python JSON library" edition = "2018" diff --git a/README.md b/README.md index f2cf333e..47a27b48 100644 --- a/README.md +++ b/README.md @@ -4,9 +4,9 @@ orjson is a fast, correct JSON library for Python. It benchmarks as the fastest Python library for JSON and has comprehensive unit, integration, and interoperability tests. -Its serialization performance is 2x to 3x the nearest +Its serialization performance is 2.5x to 9.5x the nearest other library and 4x to 12x the standard library. Its deserialization -performance is 0.9x to 1.1x the nearest other library and 1.1x to 2x +performance is 1.2x to 1.3x the nearest other library and 1.4x to 2x the standard library. It differs in behavior from other Python JSON libraries in supporting @@ -93,16 +93,6 @@ It raises `JSONEncodeError` if a `tzinfo` on a datetime object is incorrect. `JSONEncodeError` is a subclass of `TypeError`. This is for compatibility with the standard library. - -```python -import orjson - -try: - val = orjson.dumps(...) -except orjson.JSONEncodeError: - raise -``` - To serialize arbitrary types, specify `default` as a callable that returns a supported type. `default` may be a function, lambda, or callable class instance. @@ -150,34 +140,6 @@ which the standard library allows, but is not valid JSON. `JSONDecodeError` is a subclass of `ValueError`. This is for compatibility with the standard library. -```python -import orjson - -try: - val = orjson.loads(...) -except orjson.JSONDecodeError: - raise -``` - -### Comparison - -There are slight differences in output between libraries. The differences -are not an issue for interoperability. Note orjson returns bytes. Its output -is slightly smaller as well. - -```python ->>> import orjson, ujson, rapidjson, json ->>> data = {'bool': True, '🐈':'哈哈', 'int': 9223372036854775807, 'float': 1.337e+40} ->>> orjson.dumps(data) -b'{"bool":true,"\xf0\x9f\x90\x88":"\xe5\x93\x88\xe5\x93\x88","int":9223372036854775807,"float":1.337e40}' ->>> ujson.dumps(data) -'{"bool":true,"\\ud83d\\udc08":"\\u54c8\\u54c8","int":9223372036854775807,"float":1.337000000000000e+40}' ->>> rapidjson.dumps(data) -'{"bool":true,"\\uD83D\\uDC08":"\\u54C8\\u54C8","int":9223372036854775807,"float":1.337e+40}' ->>> json.dumps(data) -'{"bool": true, "\\ud83d\\udc08": "\\u54c8\\u54c8", "int": 9223372036854775807, "float": 1.337e+40}' -``` - ### datetime orjson serializes `datetime.datetime` objects to @@ -196,14 +158,14 @@ ISO 8601. ```python >>> import orjson, datetime, pendulum ->>> orjson.dumps( - datetime.datetime.fromtimestamp(4123518902).replace(tzinfo=datetime.timezone.utc) -) -b'"2100-09-01T21:55:02+00:00"' >>> orjson.dumps( datetime.datetime(2018, 12, 1, 2, 3, 4, 9, tzinfo=pendulum.timezone('Australia/Adelaide')) ) b'"2018-12-01T02:03:04.000009+10:30"' +>>> orjson.dumps( + datetime.datetime.fromtimestamp(4123518902).replace(tzinfo=datetime.timezone.utc) +) +b'"2100-09-01T21:55:02+00:00"' >>> orjson.dumps( datetime.datetime.fromtimestamp(4123518902) ) @@ -336,6 +298,8 @@ strings and arrays of integers, indented. * canada.json, 2.2MiB, coordinates of the Canadian border in GeoJSON format, containing floats and arrays, indented. +### Latency + ![alt text](doc/twitter_serialization.png "twitter.json serialization") ![alt text](doc/twitter_deserialization.png "twitter.json deserialization") ![alt text](doc/github_serialization.png "github.json serialization") @@ -349,87 +313,138 @@ format, containing floats and arrays, indented. | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 0.5 | 1985.7 | 1 | -| ujson | 1.38 | 722.5 | 2.75 | -| rapidjson | 1.59 | 628 | 3.16 | -| simplejson | 2.61 | 382.5 | 5.19 | -| json | 2.64 | 378.6 | 5.24 | +| orjson | 0.76 | 1308.1 | 1 | +| ujson | 2.14 | 468 | 2.8 | +| rapidjson | 2.14 | 467.5 | 2.8 | +| simplejson | 3.45 | 289.1 | 4.52 | +| json | 3.6 | 277.9 | 4.71 | #### twitter.json deserialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 2.49 | 400.5 | 1 | -| ujson | 2.21 | 451.1 | 0.89 | -| rapidjson | 3.03 | 329.3 | 1.22 | -| simplejson | 2.67 | 374.7 | 1.07 | -| json | 2.78 | 359.8 | 1.12 | +| orjson | 2.8 | 357.9 | 1 | +| ujson | 3.37 | 296.1 | 1.21 | +| rapidjson | 4.48 | 222.9 | 1.6 | +| simplejson | 3.71 | 269.3 | 1.33 | +| json | 4.13 | 242.3 | 1.48 | #### github.json serialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 0.06 | 18040.3 | 1 | -| ujson | 0.13 | 7501.6 | 2.4 | -| rapidjson | 0.16 | 6298.6 | 2.86 | -| simplejson | 0.3 | 3348.9 | 5.38 | -| json | 0.25 | 4042.6 | 4.44 | +| orjson | 0.08 | 12430.9 | 1 | +| ujson | 0.21 | 4774.2 | 2.6 | +| rapidjson | 0.23 | 4350.4 | 2.87 | +| simplejson | 0.44 | 2290.5 | 5.42 | +| json | 0.36 | 2786.8 | 4.46 | #### github.json deserialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 0.21 | 4757.4 | 1 | -| ujson | 0.22 | 4516.9 | 1.05 | -| rapidjson | 0.27 | 3715.4 | 1.28 | -| simplejson | 0.23 | 4426.2 | 1.08 | -| json | 0.25 | 4062.4 | 1.18 | +| orjson | 0.25 | 3939.5 | 1 | +| ujson | 0.33 | 3053.2 | 1.29 | +| rapidjson | 0.39 | 2589.7 | 1.52 | +| simplejson | 0.28 | 3549.6 | 1.11 | +| json | 0.36 | 2767.7 | 1.43 | #### citm_catalog.json serialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 0.8 | 1246.4 | 1 | -| ujson | 2.64 | 378.7 | 3.29 | -| rapidjson | 2.48 | 403.8 | 3.09 | -| simplejson | 9.6 | 103.9 | 11.96 | -| json | 5.36 | 186.5 | 6.68 | +| orjson | 1.17 | 856 | 1 | +| ujson | 3.65 | 273 | 3.11 | +| rapidjson | 3.45 | 274.1 | 2.94 | +| simplejson | 14.67 | 68.2 | 12.5 | +| json | 8.19 | 122.2 | 6.98 | #### citm_catalog.json deserialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 4.97 | 201 | 1 | -| ujson | 4.7 | 208.7 | 0.95 | -| rapidjson | 5.73 | 174.7 | 1.15 | -| simplejson | 6.08 | 164.9 | 1.22 | -| json | 6.3 | 158.4 | 1.27 | +| orjson | 5.62 | 178 | 1 | +| ujson | 6.76 | 148.3 | 1.2 | +| rapidjson | 7.65 | 129 | 1.36 | +| simplejson | 9.05 | 110.4 | 1.61 | +| json | 8.24 | 120.8 | 1.47 | #### canada.json serialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 4.05 | 247.3 | 1 | +| orjson | 7.58 | 138.6 | 1 | | ujson | | | | -| rapidjson | 44.17 | 22.6 | 10.91 | -| simplejson | 62.31 | 16.1 | 15.39 | -| json | 47.49 | 21.1 | 11.73 | +| rapidjson | 73.02 | 13.7 | 9.64 | +| simplejson | 101.21 | 9.8 | 13.36 | +| json | 91.45 | 11.5 | 12.07 | #### canada.json deserialization | Library | Median latency (milliseconds) | Operations per second | Relative (latency) | |------------|---------------------------------|-------------------------|----------------------| -| orjson | 14.97 | 66.8 | 1 | +| orjson | 22.89 | 43.8 | 1 | | ujson | | | | -| rapidjson | 29.72 | 33.7 | 1.99 | -| simplejson | 28.54 | 35.1 | 1.91 | -| json | 29.29 | 34.2 | 1.96 | - +| rapidjson | 47.18 | 21.3 | 2.06 | +| simplejson | 44.41 | 22.5 | 1.94 | +| json | 43.72 | 22.9 | 1.91 | If a row is blank, the library did not serialize and deserialize the fixture without modifying it, e.g., returning different values for floating point numbers. -This was measured using Python 3.7.3 on Linux with orjson 2.0.6, ujson 1.35, -python-rapidson 0.7.0, and simplejson 3.16.0. +### Memory + +orjson's memory usage when deserializing is similar to or lower than +the standard library and other third-party libraries. + +This measures, in the first column, RSS after importing a library and reading +the fixture, and in the second column, increases in RSS after repeatedly +calling `loads()` on the fixture. + +#### twitter.json + +| Library | import, read() RSS (MiB) | loads() increase in RSS (MiB) | +|------------|----------------------------|---------------------------------| +| orjson | 12.8 | 2.7 | +| ujson | 12.8 | 4.6 | +| rapidjson | 14.3 | 6.4 | +| json | 12.3 | 2.5 | +| simplejson | 13 | 2.8 | + +#### github.json + +| Library | import, read() RSS (MiB) | loads() increase in RSS (MiB) | +|------------|----------------------------|---------------------------------| +| orjson | 12.3 | 0.3 | +| ujson | 12.4 | 0.5 | +| rapidjson | 13.8 | 0.5 | +| json | 11.7 | 0.3 | +| simplejson | 12.4 | 0.3 | + +#### citm_catalog.json + +| Library | import, read() RSS (MiB) | loads() increase in RSS (MiB) | +|------------|----------------------------|---------------------------------| +| orjson | 13.9 | 8.3 | +| ujson | 13.8 | 12 | +| rapidjson | 15.5 | 20.3 | +| json | 13.4 | 20.2 | +| simplejson | 14.1 | 21.8 | + +#### canada.json + +| Library | import, read() RSS (MiB) | loads() increase in RSS (MiB) | +|------------|----------------------------|---------------------------------| +| orjson | 16.5 | 17.5 | +| ujson | 16.4 | 19.4 | +| rapidjson | 17.8 | 19.8 | +| json | 16.1 | 21.3 | +| simplejson | 16.5 | 21.3 | + +### Reproducing + +The above was measured using Python 3.7.4 on Linux with orjson 2.0.10, +ujson 1.35, python-rapidson 0.8.0, and simplejson 3.16.0. -The results can be reproduced using the `pybench` and `graph` scripts. +The latency results can be reproduced using the `pybench` and `graph` +scripts. The memory results can be reproduced using the `pymem` script. diff --git a/bench/mem_usage b/bench/mem_usage new file mode 100644 index 00000000..d1b3b94b --- /dev/null +++ b/bench/mem_usage @@ -0,0 +1,37 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: (Apache-2.0 OR MIT) + +import io +import subprocess + +from tabulate import tabulate + +buf = io.StringIO() + +headers = ("Library", "RSS change after loads() (MiB)") + +LIBRARIES = ("orjson", "ujson", "rapidjson", "json", "simplejson") + +FIXTURES = ("canada.json", "citm_catalog.json", "github.json", "twitter.json") + +for fixture in sorted(FIXTURES, reverse=True): + table = [] + buf.write("\n" + "#### " + fixture + "\n\n") + for lib_name in LIBRARIES: + proc = subprocess.Popen( + ("bench/run_mem", f"data/{fixture}.xz", lib_name), stdout=subprocess.PIPE + ) + output = proc.stdout.readline().decode("utf-8").split(",") + mem_base = int(output[0]) / 1024 / 1024 + mem_diff = int(output[1]) / 1024 / 1024 + table.append((lib_name, f"+{mem_diff:,.1f}")) + buf.write(tabulate(table, headers, tablefmt="grid") + "\n") + +print( + buf.getvalue() + .replace("-", "") + .replace("=", "-") + .replace("+", "|") + .replace("||||", "") + .replace("\n\n", "\n") +) diff --git a/bench/run_mem b/bench/run_mem index 46978ac7..46f27b52 100755 --- a/bench/run_mem +++ b/bench/run_mem @@ -10,7 +10,7 @@ import psutil filename = sys.argv[1] with lzma.open(filename, "r") as fileh: - file_utf8 = fileh.read() + fixture = fileh.read() proc = psutil.Process() @@ -32,7 +32,8 @@ gc.collect() mem_before = proc.memory_info().rss -val = loads(file_utf8) +for _ in range(100): + val = loads(fixture) mem_after = proc.memory_info().rss diff --git a/doc/canada_deserialization.png b/doc/canada_deserialization.png index 315690e545698f18f5e999baea907d63a0ed7922..62d17a2a22ea8456087a1934d8dad583203f8bfe 100644 GIT binary patch literal 18312 zcmeHv2UHZ;nr4}`4QQJh6)+$M1e7S*goq>+ksv_@M3Nx6h}w2bH=t-CAlX2WEJ%)K 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