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docs: measure the 3.13.0 post against develop with #5964 and #5908

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The suite (Appendix B, the short-version table, the overview and distribution
figures) and the timeline endpoint now measure develop d20c4dcd89 with #5964
and #5908 merged. The geometric mean stays 2.9x (2.95); Dump/signed_ints and
Dump/unsigned_ints gain 1.5x and 2.1x from #5964; GetVectorDouble/floats drops
from 10.3x to 7.0x because the old candidate's suite binary happened to compile
that loop faster (a standalone build takes 0.97 ms with both headers).

The timeline endpoint is the 10-27 value scaled by the ratio of the new to the
old candidate, both measured on 10-30, so that it stays comparable with the
other points of the timeline.

Signed-off-by: Niels Lohmann <mail@nlohmann.me>
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docs/mkdocs/docs/home/blog/how_3_13_0_got_faster.md
+208 -205
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@@ -4,7 +4,9 @@
<!-- Before publishing: set the date to the release date, and measure every number of this post again with the
v3.13.0 tag (Appendix G describes the setup; tests/benchmarks/json_view/others/README.md has the commands of the
comparison). Also refresh the line counts and the compile times in "The price". The numbers below are from the release candidate. -->
comparison). Also refresh the line counts and the compile times in "The price". The numbers below are from the release candidate: develop d20c4dcd89 with #5964 and #5908 merged (suite and
timeline endpoint rerun 10-30; the comparison with other libraries was measured with the same code for these
paths, except #5964's integer writing). -->
Since 2016, the [README](https://github.com/nlohmann/json#readme) of this library has said this about speed:
@@ -58,9 +60,9 @@ The rows above are chosen to show the range. All 182 benchmarks of the suite:
--8<-- "images/perf_blog_distribution.svg"
</div>
<p class="nj-caption" markdown>How many of the suite's 182 benchmarks got how much faster. The two below 1× are copying a document without destroying it. Every row is in [Appendix B](#b-3120-against-3130).</p>
<p class="nj-caption" markdown>How many of the suite's 182 benchmarks got how much faster. The one below 1× is copying `citm_catalog.json` without destroying the copy. Every row is in [Appendix B](#b-3120-against-3130).</p>
Half of the benchmarks got at least 2.9× as fast. Copying and comparing values gained the least, and the largest
The median benchmark got 2.9× as fast. Copying and comparing values gained the least, and the largest
gains come from fixing algorithms rather than tuning them (theme <a class="nj-theme" href="#theme-7" title="theme 7">7</a>).
Eight themes did most of the work:
@@ -1437,24 +1439,24 @@ The rows of the first chart:
| workload | 3.12.0 | 3.13.0 | speedup |
| --- | --: | --: | --: |
| `json::parse()` of `twitter.json` | 3.16 ms | 1.05 ms | 3.0× |
| `json::parse()` of `citm_catalog.json` | 7.20 ms | 1.75 ms | 4.1× |
| `json::parse()` of `canada.json` | 15.1 ms | 4.35 ms | 3.5× |
| `json::parse()` of `canada.json`, indented by 4 spaces | 33.8 ms | 5.02 ms | 6.7× |
| `ordered_json::parse()` of `citm_catalog.json` | 10.8 ms | 1.64 ms | 6.6× |
| `json::parse()` of `twitter.json` from an `std::ifstream` | 3.34 ms | 1.35 ms | 2.5× |
| `json::parse()` of `citm_catalog.json` from a `FILE*` | 34.6 ms | 7.26 ms | 4.8× |
| `json::accept()` of `citm_catalog.json` | 6.36 ms | 0.91 ms | 7.0× |
| `dump()` of `twitter.json` | 1.39 ms | 0.208 ms | 6.7× |
| `dump()` of `canada.json` | 6.63 ms | 2.25 ms | 2.9× |
| `dump(4)` of `citm_catalog.json` | 1.93 ms | 0.416 ms | 4.6× |
| `to_cbor()` of `twitter.json` | 0.638 ms | 0.142 ms | 4.5× |
| `from_cbor()` of `twitter.json` from memory | 3.00 ms | 0.965 ms | 3.1× |
| `from_cbor()` of `twitter.json` from a `FILE*` | 9.71 ms | 1.54 ms | 6.3× |
| `diff()` of `canada.json` with every eighth scalar changed | 38.3 ms | 3.67 ms | 10.4× |
| iterating over every value of `canada.json` | 0.861 ms | 0.320 ms | 2.7× |
| copying `citm_catalog.json` and destroying the copy | 1.61 ms | 1.45 ms | 1.11× |
| `==` of `citm_catalog.json` and a copy | 0.264 ms | 0.254 ms | 1.04× |
| `json::parse()` of `twitter.json` | 3.26 ms | 1.06 ms | 3.1× |
| `json::parse()` of `citm_catalog.json` | 7.42 ms | 1.77 ms | 4.2× |
| `json::parse()` of `canada.json` | 15.2 ms | 4.5 ms | 3.4× |
| `json::parse()` of `canada.json`, indented by 4 spaces | 34.4 ms | 5.16 ms | 6.7× |
| `ordered_json::parse()` of `citm_catalog.json` | 11.3 ms | 1.67 ms | 6.8× |
| `json::parse()` of `twitter.json` from an `std::ifstream` | 3.45 ms | 1.41 ms | 2.4× |
| `json::parse()` of `citm_catalog.json` from a `FILE*` | 35.5 ms | 7.58 ms | 4.7× |
| `json::accept()` of `citm_catalog.json` | 6.46 ms | 0.934 ms | 6.9× |
| `dump()` of `twitter.json` | 1.42 ms | 0.211 ms | 6.7× |
| `dump()` of `canada.json` | 6.84 ms | 2.35 ms | 2.9× |
| `dump(4)` of `citm_catalog.json` | 1.97 ms | 0.421 ms | 4.7× |
| `to_cbor()` of `twitter.json` | 0.645 ms | 0.145 ms | 4.5× |
| `from_cbor()` of `twitter.json` from memory | 3.16 ms | 0.983 ms | 3.2× |
| `from_cbor()` of `twitter.json` from a `FILE*` | 10.2 ms | 1.60 ms | 6.4× |
| `diff()` of `canada.json` with every eighth scalar changed | 39.4 ms | 3.76 ms | 10.5× |
| iterating over every value of `canada.json` | 0.887 ms | 0.314 ms | 2.8× |
| copying `citm_catalog.json` and destroying the copy | 1.67 ms | 1.50 ms | 1.11× |
| `==` of `citm_catalog.json` and a copy | 0.278 ms | 0.260 ms | 1.07× |
<p class="nj-table-caption" markdown>Time per call with 3.12.0 and 3.13.0, Google Benchmark suite on an Apple M1 Max, median of 8 runs; the speedup is the old time divided by the new one. The parse rows do not include destroying the result (the suite pauses the timer for that).</p>
@@ -1462,188 +1464,188 @@ The rows of the first chart:
| benchmark | 3.12.0 | 3.13.0 | speedup |
| --- | --: | --: | --: |
| `Accept/canada` | 12.7 ms | 2.26 ms | 5.61× |
| `Accept/citm_catalog` | 6.36 ms | 909 µs | 6.99× |
| `Accept/floats` | 113 ms | 24 ms | 4.72× |
| `Accept/jeopardy` | 220 ms | 63.5 ms | 3.47× |
| `Accept/signed_ints` | 115 ms | 28.5 ms | 4.04× |
| `Accept/small_signed_ints` | 55.8 ms | 18.9 ms | 2.96× |
| `Accept/twitter` | 2.46 ms | 458 µs | 5.36× |
| `Accept/unsigned_ints` | 114 ms | 27.4 ms | 4.17× |
| `BinaryToCbor/1024` | 304 ns | 95.9 ns | 3.17× |
| `BinaryToCbor/128` | 247 ns | 110 ns | 2.24× |
| `BinaryToCbor/16384` | 947 ns | 408 ns | 2.32× |
| `BinaryToCbor/16` | 238 ns | 46.5 ns | 5.13× |
| `BinaryToCbor/2048` | 333 ns | 114 ns | 2.92× |
| `BinaryToCbor/256` | 270 ns | 86.3 ns | 3.12× |
| `BinaryToCbor/32768` | 1.54 µs | 807 ns | 1.91× |
| `BinaryToCbor/32` | 252 ns | 47.3 ns | 5.32× |
| `BinaryToCbor/4096` | 402 ns | 159 ns | 2.53× |
| `BinaryToCbor/512` | 291 ns | 92.8 ns | 3.14× |
| `BinaryToCbor/64` | 251 ns | 81.6 ns | 3.07× |
| `BinaryToCbor/8192` | 511 ns | 239 ns | 2.14× |
| `BinaryToCbor/8` | 243 ns | 46.6 ns | 5.21× |
| `Copy/canada` | 3.64 ms | 2.83 ms | 1.29× |
| `Copy/citm_catalog` | 1.61 ms | 1.45 ms | 1.11× |
| `Copy/twitter` | 797 µs | 722 µs | 1.10× |
| `CopyAssign/canada` | 3.69 ms | 2.88 ms | 1.28× |
| `CopyAssign/citm_catalog` | 1.67 ms | 1.48 ms | 1.13× |
| `CopyAssign/twitter` | 805 µs | 735 µs | 1.09× |
| `CopyOnly/canada` | 1.53 ms | 1.5 ms | 1.03× |
| `CopyOnly/citm_catalog` | 735 µs | 784 µs | 0.94× |
| `CopyOnly/twitter` | 394 µs | 399 µs | 0.99× |
| `CopyRing/canada` | 3.69 ms | 2.89 ms | 1.28× |
| `CopyRing/citm_catalog` | 1.7 ms | 1.51 ms | 1.13× |
| `CopyRing/twitter` | 855 µs | 767 µs | 1.12× |
| `DestroyOnly/canada` | 2.14 ms | 1.37 ms | 1.56× |
| `DestroyOnly/citm_catalog` | 874 µs | 664 µs | 1.32× |
| `DestroyOnly/twitter` | 402 µs | 323 µs | 1.25× |
| `Diff/canada` | 38.3 ms | 3.67 ms | 10.4× |
| `Diff/citm_catalog` | 6.74 ms | 1.07 ms | 6.29× |
| `Diff/twitter` | 4.79 ms | 636 µs | 7.54× |
| `Dump/canada / -` | 6.63 ms | 2.25 ms | 2.95× |
| `Dump/canada / 4` | 8.9 ms | 2.99 ms | 2.97× |
| `Dump/citm_catalog / -` | 1.38 ms | 291 µs | 4.74× |
| `Dump/citm_catalog / 4` | 1.93 ms | 416 µs | 4.63× |
| `Dump/floats / -` | 62.8 ms | 23.3 ms | 2.69× |
| `Dump/floats / 4` | 71.1 ms | 24.1 ms | 2.95× |
| `Dump/jeopardy / -` | 201 ms | 30.4 ms | 6.62× |
| `Dump/jeopardy / 4` | 219 ms | 34.4 ms | 6.37× |
| `Dump/signed_ints / -` | 23.4 ms | 16.2 ms | 1.45× |
| `Dump/signed_ints / 4` | 31.8 ms | 16.8 ms | 1.89× |
| `Dump/small_signed_ints / -` | 17.8 ms | 7.87 ms | 2.27× |
| `Dump/small_signed_ints / 4` | 25 ms | 8.63 ms | 2.90× |
| `Dump/twitter / -` | 1.39 ms | 208 µs | 6.67× |
| `Dump/twitter / 4` | 1.56 ms | 248 µs | 6.31× |
| `Dump/unsigned_ints / -` | 23.4 ms | 16.6 ms | 1.41× |
| `Dump/unsigned_ints / 4` | 31.5 ms | 17.4 ms | 1.81× |
| `Equal/canada` | 454 µs | 333 µs | 1.36× |
| `Equal/citm_catalog` | 264 µs | 254 µs | 1.04× |
| `Equal/twitter` | 141 µs | 126 µs | 1.12× |
| `Flatten/canada` | 28.2 ms | 11.1 ms | 2.53× |
| `Flatten/citm_catalog` | 6.44 ms | 2.96 ms | 2.17× |
| `Flatten/twitter` | 3.49 ms | 2.01 ms | 1.74× |
| `FlattenOrdered/citm_catalog` | 253 ms | 1.37 ms | 184× |
| `FlattenOrdered/twitter` | 49.3 ms | 851 µs | 57.8× |
| `FromBinaryBuffer/bjdata / canada` | 8.08 ms | 4.17 ms | 1.94× |
| `FromBinaryBuffer/bjdata / twitter` | 3.12 ms | 963 µs | 3.24× |
| `FromBinaryBuffer/bjdata_optimized / canada` | 8.53 ms | 2.93 ms | 2.91× |
| `FromBinaryBuffer/bjdata_optimized / twitter` | 3.14 ms | 967 µs | 3.25× |
| `FromBinaryBuffer/bson / canada` | 9.21 ms | 5.51 ms | 1.67× |
| `FromBinaryBuffer/bson / citm_catalog` | 3.86 ms | 1.74 ms | 2.23× |
| `FromBinaryBuffer/bson / twitter` | 3.07 ms | 998 µs | 3.08× |
| `FromBinaryBuffer/cbor / canada` | 8.2 ms | 2.31 ms | 3.55× |
| `FromBinaryBuffer/cbor / citm_catalog` | 3.7 ms | 1.46 ms | 2.53× |
| `FromBinaryBuffer/cbor / floats` | 28.8 ms | 8.23 ms | 3.51× |
| `FromBinaryBuffer/cbor / jeopardy` | 352 ms | 116 ms | 3.04× |
| `FromBinaryBuffer/cbor / signed_ints` | 35.7 ms | 12.8 ms | 2.79× |
| `FromBinaryBuffer/cbor / twitter` | 3 ms | 965 µs | 3.11× |
| `FromBinaryBuffer/msgpack / canada` | 8.21 ms | 2.28 ms | 3.61× |
| `FromBinaryBuffer/msgpack / citm_catalog` | 3.7 ms | 1.42 ms | 2.60× |
| `FromBinaryBuffer/msgpack / jeopardy` | 354 ms | 110 ms | 3.22× |
| `FromBinaryBuffer/msgpack / twitter` | 3.02 ms | 938 µs | 3.22× |
| `FromBinaryBuffer/ubjson / canada` | 8.14 ms | 4.16 ms | 1.96× |
| `FromBinaryBuffer/ubjson / citm_catalog` | 3.81 ms | 1.74 ms | 2.20× |
| `FromBinaryBuffer/ubjson / jeopardy` | 367 ms | 115 ms | 3.19× |
| `FromBinaryBuffer/ubjson / twitter` | 3.12 ms | 963 µs | 3.24× |
| `FromBinaryBuffer/ubjson_optimized / canada` | 8.36 ms | 2.83 ms | 2.96× |
| `FromBinaryBuffer/ubjson_optimized / twitter` | 3.13 ms | 960 µs | 3.26× |
| `FromBinaryFile/bjdata / twitter` | 10.3 ms | 1.9 ms | 5.39× |
| `FromBinaryFile/bson / twitter` | 9.98 ms | 1.78 ms | 5.60× |
| `FromBinaryFile/cbor / canada` | 14.2 ms | 4.38 ms | 3.24× |
| `FromBinaryFile/cbor / twitter` | 9.71 ms | 1.54 ms | 6.31× |
| `FromBinaryFile/ubjson / canada` | 13.4 ms | 6.2 ms | 2.16× |
| `FromBinaryFile/ubjson / twitter` | 10.4 ms | 1.91 ms | 5.47× |
| `FromBinaryShape/containers / bjdata` | 14.1 ms | 7.05 ms | 2.01× |
| `FromBinaryShape/containers / bson` | 17 ms | 9.81 ms | 1.73× |
| `FromBinaryShape/containers / cbor` | 13.8 ms | 3.84 ms | 3.60× |
| `FromBinaryShape/containers / msgpack` | 13.7 ms | 3.71 ms | 3.70× |
| `FromBinaryShape/containers / ubjson_optimized` | 14.7 ms | 4.8 ms | 3.07× |
| `FromBinaryShape/containers / ubjson` | 14.1 ms | 6.87 ms | 2.05× |
| `FromBinaryShape/nested / bjdata` | 96 µs | 37.9 µs | 2.53× |
| `FromBinaryShape/nested / bson` | 102 µs | 46.1 µs | 2.21× |
| `FromBinaryShape/nested / cbor` | 93.1 µs | 34.4 µs | 2.70× |
| `FromBinaryShape/nested / msgpack` | 90.4 µs | 34.2 µs | 2.64× |
| `FromBinaryShape/nested / ubjson` | 96.1 µs | 37.8 µs | 2.54× |
| `FromBinaryShape/scalars / bjdata` | 24.3 ms | 11.2 ms | 2.17× |
| `FromBinaryShape/scalars / cbor` | 25.5 ms | 9.63 ms | 2.65× |
| `FromBinaryShape/scalars / msgpack` | 24.1 ms | 9.78 ms | 2.46× |
| `FromBinaryShape/scalars / ubjson` | 24.7 ms | 11.4 ms | 2.17× |
| `FromCborChunkedString/10000 chunks` | 89.6 µs | 81.3 µs | 1.10× |
| `FromMsgpack/canada` | 14.2 ms | 4.37 ms | 3.26× |
| `FromMsgpack/citm_catalog` | 8.86 ms | 2.25 ms | 3.94× |
| `FromMsgpack/floats` | 59.3 ms | 27.2 ms | 2.18× |
| `FromMsgpack/jeopardy` | 1,120 ms | 181 ms | 6.17× |
| `FromMsgpack/signed_ints` | 62 ms | 31.9 ms | 1.94× |
| `FromMsgpack/small_signed_ints` | 62.8 ms | 33.4 ms | 1.88× |
| `FromMsgpack/twitter` | 9.7 ms | 1.46 ms | 6.64× |
| `FromMsgpack/unsigned_ints` | 55.1 ms | 27.2 ms | 2.02× |
| `GetArray<std::array<int, 1000>>` | 2.23 µs | 630 ns | 3.54× |
| `GetArray<std::deque<int>>` | 8.11 µs | 1.16 µs | 7.02× |
| `GetArray<std::set<int>>` | 58.1 µs | 40.9 µs | 1.42× |
| `GetArray<std::vector<int>>` | 6.59 µs | 655 ns | 10.1× |
| `GetMap/citm_catalog` | 3.41 ms | 2.37 ms | 1.44× |
| `GetVectorDouble/floats` | 6.62 ms | 641 µs | 10.3× |
| `GetVectorInt/signed_ints` | 8.04 ms | 3.36 ms | 2.40× |
| `Iterate/canada` | 861 µs | 320 µs | 2.69× |
| `Iterate/citm_catalog` | 298 µs | 167 µs | 1.78× |
| `Iterate/twitter` | 87.1 µs | 61.8 µs | 1.41× |
| `JsonPointerAt/citm_catalog` | 1.81 ms | 1.11 ms | 1.63× |
| `JsonPointerAt/twitter` | 780 µs | 585 µs | 1.33× |
| `JsonPointerContains/citm_catalog` | 2.72 ms | 1.24 ms | 2.20× |
| `JsonPointerContains/twitter` | 1.28 ms | 606 µs | 2.11× |
| `JsonPointerParse/citm_catalog` | 5.65 ms | 2.17 ms | 2.60× |
| `JsonPointerParse/twitter` | 2.41 ms | 979 µs | 2.46× |
| `JsonPointerToString/citm_catalog` | 6.64 ms | 1.87 ms | 3.55× |
| `JsonPointerToString/twitter` | 2.17 ms | 794 µs | 2.73× |
| `ParseFILE/canada` | 52.2 ms | 13.9 ms | 3.76× |
| `ParseFILE/citm_catalog` | 34.6 ms | 7.26 ms | 4.76× |
| `ParseFILE/twitter` | 13.6 ms | 3.28 ms | 4.14× |
| `ParseFile/canada` | 17.9 ms | 6.12 ms | 2.93× |
| `ParseFile/citm_catalog` | 7.63 ms | 2.4 ms | 3.18× |
| `ParseFile/floats` | 131 ms | 48.9 ms | 2.69× |
| `ParseFile/jeopardy` | 327 ms | 157 ms | 2.08× |
| `ParseFile/signed_ints` | 125 ms | 46.2 ms | 2.70× |
| `ParseFile/small_signed_ints` | 63.1 ms | 31.4 ms | 2.01× |
| `ParseFile/twitter` | 3.34 ms | 1.35 ms | 2.46× |
| `ParseFile/unsigned_ints` | 122 ms | 44 ms | 2.77× |
| `ParseIndented/canada / 4` | 33.8 ms | 5.02 ms | 6.74× |
| `ParseIndented/citm_catalog / 4` | 7.28 ms | 1.75 ms | 4.15× |
| `ParseIndented/jeopardy / 4` | 334 ms | 131 ms | 2.54× |
| `ParseIndented/twitter / 4` | 3.58 ms | 1.11 ms | 3.24× |
| `ParseStreamValues/ndjson` | 6.96 ms | 3.73 ms | 1.87× |
| `ParseStreamValues/numbers` | 1.87 ms | 371 µs | 5.04× |
| `ParseString/canada` | 15.1 ms | 4.35 ms | 3.46× |
| `ParseString/citm_catalog` | 7.2 ms | 1.75 ms | 4.13× |
| `ParseString/floats` | 119 ms | 30.2 ms | 3.93× |
| `ParseString/jeopardy` | 305 ms | 130 ms | 2.35× |
| `ParseString/signed_ints` | 120 ms | 31.4 ms | 3.80× |
| `ParseString/small_signed_ints` | 60.5 ms | 21.9 ms | 2.77× |
| `ParseString/twitter` | 3.16 ms | 1.05 ms | 3.02× |
| `ParseString/unsigned_ints` | 118 ms | 30.3 ms | 3.90× |
| `ParseStringOrdered/canada` | 15 ms | 4.29 ms | 3.49× |
| `ParseStringOrdered/citm_catalog` | 10.8 ms | 1.64 ms | 6.58× |
| `ParseStringOrdered/jeopardy` | 356 ms | 111 ms | 3.21× |
| `ParseStringOrdered/twitter` | 4.32 ms | 911 µs | 4.75× |
| `Patch/canada` | 9.81 ms | 3.36 ms | 2.92× |
| `Patch/citm_catalog` | 2.49 ms | 1.61 ms | 1.55× |
| `Patch/twitter` | 1.45 ms | 849 µs | 1.71× |
| `SaxParse/canada` | 12.8 ms | 3.22 ms | 3.99× |
| `SaxParse/citm_catalog` | 6.34 ms | 970 µs | 6.54× |
| `SaxParse/twitter` | 2.47 ms | 472 µs | 5.23× |
| `ToCbor/canada` | 1.37 ms | 546 µs | 2.51× |
| `ToCbor/citm_catalog` | 1.02 ms | 258 µs | 3.96× |
| `ToCbor/floats` | 8.85 ms | 1.88 ms | 4.69× |
| `ToCbor/jeopardy` | 71.6 ms | 21.1 ms | 3.39× |
| `ToCbor/signed_ints` | 11.3 ms | 2.77 ms | 4.09× |
| `ToCbor/small_signed_ints` | 10.2 ms | 2.39 ms | 4.28× |
| `ToCbor/twitter` | 638 µs | 142 µs | 4.50× |
| `ToCbor/unsigned_ints` | 7.99 ms | 2.76 ms | 2.90× |
| `ToJsonStrings/copy` | 5.83 ms | 5.54 ms | 1.05× |
| `ToJsonStrings/move` | 5.84 ms | 3.02 ms | 1.93× |
| `Unflatten/canada` | 40.5 ms | 10.7 ms | 3.76× |
| `Unflatten/citm_catalog` | 9.66 ms | 3.47 ms | 2.78× |
| `Unflatten/twitter` | 4.48 ms | 2.11 ms | 2.12× |
| `Accept/canada` | 12.9 ms | 2.33 ms | 5.51× |
| `Accept/citm_catalog` | 6.46 ms | 934 µs | 6.92× |
| `Accept/floats` | 114 ms | 24.7 ms | 4.62× |
| `Accept/jeopardy` | 219 ms | 64.9 ms | 3.37× |
| `Accept/signed_ints` | 117 ms | 29 ms | 4.03× |
| `Accept/small_signed_ints` | 57 ms | 19.3 ms | 2.96× |
| `Accept/twitter` | 2.5 ms | 476 µs | 5.25× |
| `Accept/unsigned_ints` | 116 ms | 28.2 ms | 4.11× |
| `BinaryToCbor/1024` | 294 ns | 107 ns | 2.75× |
| `BinaryToCbor/128` | 255 ns | 116 ns | 2.19× |
| `BinaryToCbor/16384` | 957 ns | 410 ns | 2.34× |
| `BinaryToCbor/16` | 248 ns | 49.3 ns | 5.02× |
| `BinaryToCbor/2048` | 332 ns | 127 ns | 2.62× |
| `BinaryToCbor/256` | 271 ns | 91.5 ns | 2.97× |
| `BinaryToCbor/32768` | 1.55 µs | 819 ns | 1.89× |
| `BinaryToCbor/32` | 258 ns | 50.1 ns | 5.14× |
| `BinaryToCbor/4096` | 408 ns | 177 ns | 2.30× |
| `BinaryToCbor/512` | 287 ns | 102 ns | 2.81× |
| `BinaryToCbor/64` | 256 ns | 82.9 ns | 3.09× |
| `BinaryToCbor/8192` | 521 ns | 262 ns | 1.99× |
| `BinaryToCbor/8` | 251 ns | 49 ns | 5.11× |
| `Copy/canada` | 3.76 ms | 2.9 ms | 1.30× |
| `Copy/citm_catalog` | 1.67 ms | 1.50 ms | 1.11× |
| `Copy/twitter` | 817 µs | 748 µs | 1.09× |
| `CopyAssign/canada` | 3.83 ms | 3 ms | 1.27× |
| `CopyAssign/citm_catalog` | 1.75 ms | 1.59 ms | 1.10× |
| `CopyAssign/twitter` | 887 µs | 759 µs | 1.17× |
| `CopyOnly/canada` | 1.58 ms | 1.55 ms | 1.02× |
| `CopyOnly/citm_catalog` | 773 µs | 805 µs | 0.96× |
| `CopyOnly/twitter` | 421 µs | 413 µs | 1.02× |
| `CopyRing/canada` | 3.85 ms | 2.98 ms | 1.29× |
| `CopyRing/citm_catalog` | 1.82 ms | 1.59 ms | 1.15× |
| `CopyRing/twitter` | 923 µs | 837 µs | 1.10× |
| `DestroyOnly/canada` | 2.19 ms | 1.4 ms | 1.56× |
| `DestroyOnly/citm_catalog` | 896 µs | 687 µs | 1.30× |
| `DestroyOnly/twitter` | 416 µs | 327 µs | 1.27× |
| `Diff/canada` | 39.4 ms | 3.76 ms | 10.5× |
| `Diff/citm_catalog` | 7.13 ms | 1.11 ms | 6.44× |
| `Diff/twitter` | 4.95 ms | 655 µs | 7.55× |
| `Dump/canada / -` | 6.84 ms | 2.35 ms | 2.91× |
| `Dump/canada / 4` | 9.03 ms | 3.06 ms | 2.95× |
| `Dump/citm_catalog / -` | 1.41 ms | 297 µs | 4.76× |
| `Dump/citm_catalog / 4` | 1.97 ms | 421 µs | 4.67× |
| `Dump/floats / -` | 64.1 ms | 24 ms | 2.67× |
| `Dump/floats / 4` | 72.1 ms | 24.7 ms | 2.92× |
| `Dump/jeopardy / -` | 205 ms | 32 ms | 6.39× |
| `Dump/jeopardy / 4` | 224 ms | 35.8 ms | 6.24× |
| `Dump/signed_ints / -` | 24 ms | 10.7 ms | 2.23× |
| `Dump/signed_ints / 4` | 32.3 ms | 11.4 ms | 2.83× |
| `Dump/small_signed_ints / -` | 18 ms | 8.03 ms | 2.24× |
| `Dump/small_signed_ints / 4` | 25.2 ms | 8.84 ms | 2.86× |
| `Dump/twitter / -` | 1.42 ms | 211 µs | 6.73× |
| `Dump/twitter / 4` | 1.62 ms | 253 µs | 6.42× |
| `Dump/unsigned_ints / -` | 23.7 ms | 8.12 ms | 2.92× |
| `Dump/unsigned_ints / 4` | 31.9 ms | 8.52 ms | 3.75× |
| `Equal/canada` | 470 µs | 342 µs | 1.37× |
| `Equal/citm_catalog` | 278 µs | 260 µs | 1.07× |
| `Equal/twitter` | 145 µs | 130 µs | 1.11× |
| `Flatten/canada` | 29.2 ms | 11.3 ms | 2.58× |
| `Flatten/citm_catalog` | 6.65 ms | 3.02 ms | 2.20× |
| `Flatten/twitter` | 3.64 ms | 2.09 ms | 1.74× |
| `FlattenOrdered/citm_catalog` | 257 ms | 1.43 ms | 179× |
| `FlattenOrdered/twitter` | 51.1 ms | 878 µs | 58.3× |
| `FromBinaryBuffer/bjdata / canada` | 8.45 ms | 4.18 ms | 2.02× |
| `FromBinaryBuffer/bjdata / twitter` | 3.27 ms | 974 µs | 3.36× |
| `FromBinaryBuffer/bjdata_optimized / canada` | 8.84 ms | 2.93 ms | 3.02× |
| `FromBinaryBuffer/bjdata_optimized / twitter` | 3.22 ms | 972 µs | 3.31× |
| `FromBinaryBuffer/bson / canada` | 9.59 ms | 5.46 ms | 1.76× |
| `FromBinaryBuffer/bson / citm_catalog` | 4.01 ms | 1.77 ms | 2.26× |
| `FromBinaryBuffer/bson / twitter` | 3.2 ms | 1.02 ms | 3.14× |
| `FromBinaryBuffer/cbor / canada` | 8.5 ms | 2.34 ms | 3.63× |
| `FromBinaryBuffer/cbor / citm_catalog` | 3.84 ms | 1.48 ms | 2.58× |
| `FromBinaryBuffer/cbor / floats` | 29.4 ms | 8.37 ms | 3.51× |
| `FromBinaryBuffer/cbor / jeopardy` | 370 ms | 119 ms | 3.10× |
| `FromBinaryBuffer/cbor / signed_ints` | 36.4 ms | 13.2 ms | 2.75× |
| `FromBinaryBuffer/cbor / twitter` | 3.16 ms | 983 µs | 3.21× |
| `FromBinaryBuffer/msgpack / canada` | 8.59 ms | 2.37 ms | 3.62× |
| `FromBinaryBuffer/msgpack / citm_catalog` | 3.83 ms | 1.44 ms | 2.66× |
| `FromBinaryBuffer/msgpack / jeopardy` | 362 ms | 112 ms | 3.23× |
| `FromBinaryBuffer/msgpack / twitter` | 3.13 ms | 956 µs | 3.28× |
| `FromBinaryBuffer/ubjson / canada` | 8.43 ms | 4.2 ms | 2.01× |
| `FromBinaryBuffer/ubjson / citm_catalog` | 3.95 ms | 1.77 ms | 2.23× |
| `FromBinaryBuffer/ubjson / jeopardy` | 373 ms | 117 ms | 3.18× |
| `FromBinaryBuffer/ubjson / twitter` | 3.28 ms | 973 µs | 3.37× |
| `FromBinaryBuffer/ubjson_optimized / canada` | 8.65 ms | 2.86 ms | 3.03× |
| `FromBinaryBuffer/ubjson_optimized / twitter` | 3.22 ms | 976 µs | 3.30× |
| `FromBinaryFile/bjdata / twitter` | 10.8 ms | 1.98 ms | 5.43× |
| `FromBinaryFile/bson / twitter` | 10.6 ms | 1.83 ms | 5.76× |
| `FromBinaryFile/cbor / canada` | 14.6 ms | 4.52 ms | 3.23× |
| `FromBinaryFile/cbor / twitter` | 10.2 ms | 1.6 ms | 6.38× |
| `FromBinaryFile/ubjson / canada` | 13.9 ms | 6.5 ms | 2.15× |
| `FromBinaryFile/ubjson / twitter` | 10.8 ms | 1.97 ms | 5.49× |
| `FromBinaryShape/containers / bjdata` | 14.3 ms | 7.41 ms | 1.94× |
| `FromBinaryShape/containers / bson` | 17.1 ms | 10 ms | 1.70× |
| `FromBinaryShape/containers / cbor` | 14.4 ms | 4 ms | 3.59× |
| `FromBinaryShape/containers / msgpack` | 14.3 ms | 3.9 ms | 3.66× |
| `FromBinaryShape/containers / ubjson_optimized` | 15.1 ms | 4.92 ms | 3.07× |
| `FromBinaryShape/containers / ubjson` | 14.5 ms | 7.34 ms | 1.97× |
| `FromBinaryShape/nested / bjdata` | 97.4 µs | 39 µs | 2.50× |
| `FromBinaryShape/nested / bson` | 104 µs | 47.6 µs | 2.18× |
| `FromBinaryShape/nested / cbor` | 94.1 µs | 35.4 µs | 2.66× |
| `FromBinaryShape/nested / msgpack` | 94.1 µs | 35.2 µs | 2.67× |
| `FromBinaryShape/nested / ubjson` | 98 µs | 38.9 µs | 2.52× |
| `FromBinaryShape/scalars / bjdata` | 25 ms | 11.6 ms | 2.15× |
| `FromBinaryShape/scalars / cbor` | 26 ms | 9.92 ms | 2.62× |
| `FromBinaryShape/scalars / msgpack` | 24.9 ms | 10.6 ms | 2.36× |
| `FromBinaryShape/scalars / ubjson` | 25.1 ms | 11.7 ms | 2.15× |
| `FromCborChunkedString/10000 chunks` | 91.2 µs | 82.7 µs | 1.10× |
| `FromMsgpack/canada` | 14.5 ms | 4.56 ms | 3.19× |
| `FromMsgpack/citm_catalog` | 9.22 ms | 2.32 ms | 3.98× |
| `FromMsgpack/floats` | 60.7 ms | 28.2 ms | 2.15× |
| `FromMsgpack/jeopardy` | 1,150 ms | 187 ms | 6.13× |
| `FromMsgpack/signed_ints` | 63.5 ms | 33 ms | 1.92× |
| `FromMsgpack/small_signed_ints` | 64.1 ms | 34.3 ms | 1.87× |
| `FromMsgpack/twitter` | 10.2 ms | 1.52 ms | 6.69× |
| `FromMsgpack/unsigned_ints` | 57 ms | 28 ms | 2.03× |
| `GetArray<std::array<int, 1000>>` | 2.27 µs | 647 ns | 3.50× |
| `GetArray<std::deque<int>>` | 8.22 µs | 1.18 µs | 6.94× |
| `GetArray<std::set<int>>` | 59.3 µs | 41.9 µs | 1.42× |
| `GetArray<std::vector<int>>` | 6.78 µs | 676 ns | 10× |
| `GetMap/citm_catalog` | 3.53 ms | 2.42 ms | 1.46× |
| `GetVectorDouble/floats` | 6.8 ms | 976 µs | 6.96× |
| `GetVectorInt/signed_ints` | 8.2 ms | 3.48 ms | 2.36× |
| `Iterate/canada` | 887 µs | 314 µs | 2.82× |
| `Iterate/citm_catalog` | 304 µs | 187 µs | 1.63× |
| `Iterate/twitter` | 87.7 µs | 61.9 µs | 1.42× |
| `JsonPointerAt/citm_catalog` | 1.87 ms | 1.18 ms | 1.59× |
| `JsonPointerAt/twitter` | 802 µs | 609 µs | 1.32× |
| `JsonPointerContains/citm_catalog` | 2.78 ms | 1.26 ms | 2.20× |
| `JsonPointerContains/twitter` | 1.32 ms | 626 µs | 2.11× |
| `JsonPointerParse/citm_catalog` | 5.82 ms | 2.23 ms | 2.62× |
| `JsonPointerParse/twitter` | 2.49 ms | 1.01 ms | 2.45× |
| `JsonPointerToString/citm_catalog` | 6.74 ms | 1.94 ms | 3.46× |
| `JsonPointerToString/twitter` | 2.23 ms | 820 µs | 2.72× |
| `ParseFILE/canada` | 53.3 ms | 14.3 ms | 3.72× |
| `ParseFILE/citm_catalog` | 35.5 ms | 7.58 ms | 4.69× |
| `ParseFILE/twitter` | 13.9 ms | 3.37 ms | 4.13× |
| `ParseFile/canada` | 17.9 ms | 6.38 ms | 2.81× |
| `ParseFile/citm_catalog` | 7.98 ms | 2.5 ms | 3.19× |
| `ParseFile/floats` | 129 ms | 50.8 ms | 2.54× |
| `ParseFile/jeopardy` | 335 ms | 163 ms | 2.05× |
| `ParseFile/signed_ints` | 127 ms | 47.8 ms | 2.65× |
| `ParseFile/small_signed_ints` | 64.5 ms | 32.4 ms | 1.99× |
| `ParseFile/twitter` | 3.45 ms | 1.41 ms | 2.44× |
| `ParseFile/unsigned_ints` | 123 ms | 45.5 ms | 2.71× |
| `ParseIndented/canada / 4` | 34.4 ms | 5.16 ms | 6.67× |
| `ParseIndented/citm_catalog / 4` | 7.42 ms | 1.79 ms | 4.15× |
| `ParseIndented/jeopardy / 4` | 342 ms | 133 ms | 2.56× |
| `ParseIndented/twitter / 4` | 3.67 ms | 1.15 ms | 3.19× |
| `ParseStreamValues/ndjson` | 7.13 ms | 3.75 ms | 1.90× |
| `ParseStreamValues/numbers` | 1.91 ms | 380 µs | 5.03× |
| `ParseString/canada` | 15.2 ms | 4.5 ms | 3.38× |
| `ParseString/citm_catalog` | 7.42 ms | 1.77 ms | 4.19× |
| `ParseString/floats` | 120 ms | 31.2 ms | 3.86× |
| `ParseString/jeopardy` | 307 ms | 132 ms | 2.33× |
| `ParseString/signed_ints` | 121 ms | 32.4 ms | 3.74× |
| `ParseString/small_signed_ints` | 62 ms | 22.5 ms | 2.75× |
| `ParseString/twitter` | 3.26 ms | 1.06 ms | 3.08× |
| `ParseString/unsigned_ints` | 119 ms | 30.9 ms | 3.86× |
| `ParseStringOrdered/canada` | 15.4 ms | 4.45 ms | 3.47× |
| `ParseStringOrdered/citm_catalog` | 11.3 ms | 1.67 ms | 6.76× |
| `ParseStringOrdered/jeopardy` | 371 ms | 114 ms | 3.24× |
| `ParseStringOrdered/twitter` | 4.52 ms | 920 µs | 4.91× |
| `Patch/canada` | 10.4 ms | 3.44 ms | 3.02× |
| `Patch/citm_catalog` | 2.65 ms | 1.69 ms | 1.57× |
| `Patch/twitter` | 1.54 ms | 871 µs | 1.77× |
| `SaxParse/canada` | 13 ms | 3.28 ms | 3.97× |
| `SaxParse/citm_catalog` | 6.49 ms | 996 µs | 6.51× |
| `SaxParse/twitter` | 2.51 ms | 478 µs | 5.26× |
| `ToCbor/canada` | 1.41 ms | 564 µs | 2.49× |
| `ToCbor/citm_catalog` | 1.04 ms | 261 µs | 4.00× |
| `ToCbor/floats` | 8.96 ms | 1.9 ms | 4.71× |
| `ToCbor/jeopardy` | 73.8 ms | 22.3 ms | 3.31× |
| `ToCbor/signed_ints` | 11.4 ms | 2.83 ms | 4.03× |
| `ToCbor/small_signed_ints` | 10.3 ms | 2.46 ms | 4.21× |
| `ToCbor/twitter` | 645 µs | 145 µs | 4.45× |
| `ToCbor/unsigned_ints` | 8.05 ms | 2.8 ms | 2.87× |
| `ToJsonStrings/copy` | 6.02 ms | 5.76 ms | 1.05× |
| `ToJsonStrings/move` | 6.05 ms | 3.12 ms | 1.94× |
| `Unflatten/canada` | 42.3 ms | 11 ms | 3.86× |
| `Unflatten/citm_catalog` | 10.1 ms | 3.55 ms | 2.83× |
| `Unflatten/twitter` | 4.79 ms | 2.17 ms | 2.21× |
### C. The timeline
@@ -2210,7 +2212,7 @@ removed because 3.12.0 has no BON8.
| compiler | Apple clang 21, libc++ |
| flags | `-O3 -flto -DNDEBUG`, the compiler's default standard, C++14 |
| suite | 2 rounds × 4 repetitions per version, random interleaving, each round started only when the load average was below 4; the median of all 8 |
| noise | the coefficient of variation was 3 % or less for 176 of the 182 rows with 3.12.0 and 178 with 3.13.0; the largest was 12 % |
| noise | the coefficient of variation was 3 % or less for 163 of the 182 rows with 3.12.0 and 161 with 3.13.0; the largest was 13 % |
| inputs | the files of [Appendix A](#a-test-files), and number-heavy files |
<p class="nj-table-caption" markdown>Setup of the Google Benchmark comparison of 3.12.0 and 3.13.0.</p>
@@ -2381,7 +2383,7 @@ measure binary size or memory use.
[#5628][5628]; `json_document` with `ensure_ascii` [#5879][5879]; short strings [#5878][5878], [#5883][5883];
escape table [#5822][5822]; loop shape [#5490][5490].
- <a class="nj-theme" href="#theme-3" title="theme 3">3</a> **Own the number conversions:** Eisel-Lemire [#5617][5617]; long numbers [#5738][5738]; one pass over the
digits [#5851][5851]; Żmij [#5634][5634]; MSVC intrinsics for the 128-bit multiplication [#5782][5782].
digits [#5851][5851]; Żmij [#5634][5634]; long integers in `dump()` [#5964][5964]; MSVC intrinsics for the 128-bit multiplication [#5782][5782].
- <a class="nj-theme" href="#theme-4" title="theme 4">4</a> **Don't do unnecessary work:** float token text [#5852][5852]; token buffer [#5234][5234], [#5828][5828];
positions on error [#5809][5809];
binary readers' copy [#5501][5501]; `ordered_json` growth [#5609][5609]; arrays at their final size
@@ -2560,3 +2562,4 @@ These are the checks behind the themes:
[5908]: https://github.com/nlohmann/json/pull/5908
[5919]: https://github.com/nlohmann/json/pull/5919
[5926]: https://github.com/nlohmann/json/pull/5926
[5964]: https://github.com/nlohmann/json/pull/5964
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<title id="nj-blog-dist">Speedup of 3.13.0 over 3.12.0 for all 182 benchmarks of the suite</title>
<desc id="nj-blog-dist-d">Bars counting the benchmarks per speedup range: below 1x: 2; 1 to 1.5x: 23; 1.5 to 2x: 17; 2 to 3x: 57; 3 to 5x: 54; 5 to 10x: 24; 10x or more: 5. Median 2.9x, geometric mean 2.9x.</desc>
<desc id="nj-blog-dist-d">Bars counting the benchmarks per speedup range: below 1x: 1; 1 to 1.5x: 22; 1.5 to 2x: 17; 2 to 3x: 58; 3 to 5x: 55; 5 to 10x: 25; 10x or more: 4. Median 2.9x, geometric mean 2.9x.</desc>
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<title id="nj-blog-overview">Speedup of 3.13.0 over 3.12.0 per workload, Apple M1 Max, Apple clang</title>
<desc id="nj-blog-overview-d">Horizontal bars of the speedup, more is better. twitter.json 3.0x; citm_catalog.json 4.1x; canada.json 3.5x; canada.json, indented 6.7x; citm, ordered_json 6.6x; twitter, std::ifstream 2.5x; citm, FILE* 4.8x; citm, accept() 7.0x; dump() twitter 6.7x; dump() canada 3.0x; dump(4) citm 4.6x; to_cbor() twitter 4.5x; twitter, memory 3.1x; twitter, FILE* 6.3x; diff() canada 10x; iterate canada 2.7x; copy + destroy citm 1.11x; == citm 1.04x.</desc>
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<text class="nj-charts-panel" x="8" y="20">Parsing</text>
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<path class="nj-charts-c1" d="M190 78 H289.8 Q293.8 78 293.8 82 V89 Q293.8 93 289.8 93 H190 Z"><title>canada.json: 3.5&#215;</title></path>
<text class="nj-charts-val" x="298.8" y="90">3.5&#215;</text>
<path class="nj-charts-c1" d="M190 78 H287.4 Q291.4 78 291.4 82 V89 Q291.4 93 287.4 93 H190 Z"><title>canada.json: 3.4&#215;</title></path>
<text class="nj-charts-val" x="296.4" y="90">3.4&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="114" text-anchor="end">canada.json, indented</text>
<path class="nj-charts-c1" d="M190 102 H388.2 Q392.2 102 392.2 106 V113 Q392.2 117 388.2 117 H190 Z"><title>canada.json, indented: 6.7&#215;</title></path>
<text class="nj-charts-val" x="397.2" y="114">6.7&#215;</text>
<path class="nj-charts-c1" d="M190 102 H386.1 Q390.1 102 390.1 106 V113 Q390.1 117 386.1 117 H190 Z"><title>canada.json, indented: 6.7&#215;</title></path>
<text class="nj-charts-val" x="395.1" y="114">6.7&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="138" text-anchor="end">citm, ordered_json</text>
<path class="nj-charts-c1" d="M190 126 H383.4 Q387.4 126 387.4 130 V137 Q387.4 141 383.4 141 H190 Z"><title>citm, ordered_json: 6.6&#215;</title></path>
<text class="nj-charts-val" x="392.4" y="138">6.6&#215;</text>
<path class="nj-charts-c1" d="M190 126 H388.8 Q392.8 126 392.8 130 V137 Q392.8 141 388.8 141 H190 Z"><title>citm, ordered_json: 6.8&#215;</title></path>
<text class="nj-charts-val" x="397.8" y="138">6.8&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="162" text-anchor="end">twitter, std::ifstream</text>
<path class="nj-charts-c1" d="M190 150 H259.8 Q263.8 150 263.8 154 V161 Q263.8 165 259.8 165 H190 Z"><title>twitter, std::ifstream: 2.5&#215;</title></path>
<text class="nj-charts-val" x="268.8" y="162">2.5&#215;</text>
<path class="nj-charts-c1" d="M190 150 H259.2 Q263.2 150 263.2 154 V161 Q263.2 165 259.2 165 H190 Z"><title>twitter, std::ifstream: 2.4&#215;</title></path>
<text class="nj-charts-val" x="268.2" y="162">2.4&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="186" text-anchor="end">citm, FILE*</text>
<path class="nj-charts-c1" d="M190 174 H328.8 Q332.8 174 332.8 178 V185 Q332.8 189 328.8 189 H190 Z"><title>citm, FILE*: 4.8&#215;</title></path>
<text class="nj-charts-val" x="337.8" y="186">4.8&#215;</text>
<path class="nj-charts-c1" d="M190 174 H326.7 Q330.7 174 330.7 178 V185 Q330.7 189 326.7 189 H190 Z"><title>citm, FILE*: 4.7&#215;</title></path>
<text class="nj-charts-val" x="335.7" y="186">4.7&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="210" text-anchor="end">citm, accept()</text>
<path class="nj-charts-c1" d="M190 198 H395.7 Q399.7 198 399.7 202 V209 Q399.7 213 395.7 213 H190 Z"><title>citm, accept(): 7.0&#215;</title></path>
<text class="nj-charts-val" x="404.7" y="210">7.0&#215;</text>
<path class="nj-charts-c1" d="M190 198 H393.6 Q397.6 198 397.6 202 V209 Q397.6 213 393.6 213 H190 Z"><title>citm, accept(): 6.9&#215;</title></path>
<text class="nj-charts-val" x="402.6" y="210">6.9&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="266" text-anchor="end">dump() twitter</text>
<path class="nj-charts-c1" d="M190 254 H386.1 Q390.1 254 390.1 258 V265 Q390.1 269 386.1 269 H190 Z"><title>dump() twitter: 6.7&#215;</title></path>
<text class="nj-charts-val" x="395.1" y="266">6.7&#215;</text>
<path class="nj-charts-c1" d="M190 254 H387.9 Q391.9 254 391.9 258 V265 Q391.9 269 387.9 269 H190 Z"><title>dump() twitter: 6.7&#215;</title></path>
<text class="nj-charts-val" x="396.9" y="266">6.7&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="290" text-anchor="end">dump() canada</text>
<path class="nj-charts-c1" d="M190 278 H274.5 Q278.5 278 278.5 282 V289 Q278.5 293 274.5 293 H190 Z"><title>dump() canada: 3.0&#215;</title></path>
<text class="nj-charts-val" x="283.5" y="290">3.0&#215;</text>
<path class="nj-charts-c1" d="M190 278 H273.6 Q277.6 278 277.6 282 V289 Q277.6 293 273.6 293 H190 Z"><title>dump() canada: 2.9&#215;</title></path>
<text class="nj-charts-val" x="282.6" y="290">2.9&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="314" text-anchor="end">dump(4) citm</text>
<path class="nj-charts-c1" d="M190 302 H324.9 Q328.9 302 328.9 306 V313 Q328.9 317 324.9 317 H190 Z"><title>dump(4) citm: 4.6&#215;</title></path>
<text class="nj-charts-val" x="333.9" y="314">4.6&#215;</text>
<path class="nj-charts-c1" d="M190 302 H326.1 Q330.1 302 330.1 306 V313 Q330.1 317 326.1 317 H190 Z"><title>dump(4) citm: 4.7&#215;</title></path>
<text class="nj-charts-val" x="335.1" y="314">4.7&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="338" text-anchor="end">to_cbor() twitter</text>
<path class="nj-charts-c1" d="M190 326 H321 Q325 326 325 330 V337 Q325 341 321 341 H190 Z"><title>to_cbor() twitter: 4.5&#215;</title></path>
<text class="nj-charts-val" x="330" y="338">4.5&#215;</text>
<path class="nj-charts-c1" d="M190 326 H319.5 Q323.5 326 323.5 330 V337 Q323.5 341 319.5 341 H190 Z"><title>to_cbor() twitter: 4.5&#215;</title></path>
<text class="nj-charts-val" x="328.5" y="338">4.5&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="394" text-anchor="end">twitter, memory</text>
<path class="nj-charts-c1" d="M190 382 H279.3 Q283.3 382 283.3 386 V393 Q283.3 397 279.3 397 H190 Z"><title>twitter, memory: 3.1&#215;</title></path>
<text class="nj-charts-val" x="288.3" y="394">3.1&#215;</text>
<path class="nj-charts-c1" d="M190 382 H282.3 Q286.3 382 286.3 386 V393 Q286.3 397 282.3 397 H190 Z"><title>twitter, memory: 3.2&#215;</title></path>
<text class="nj-charts-val" x="291.3" y="394">3.2&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="418" text-anchor="end">twitter, FILE*</text>
<path class="nj-charts-c1" d="M190 406 H375.3 Q379.3 406 379.3 410 V417 Q379.3 421 375.3 421 H190 Z"><title>twitter, FILE*: 6.3&#215;</title></path>
<text class="nj-charts-val" x="384.3" y="418">6.3&#215;</text>
<path class="nj-charts-c1" d="M190 406 H377.4 Q381.4 406 381.4 410 V417 Q381.4 421 377.4 421 H190 Z"><title>twitter, FILE*: 6.4&#215;</title></path>
<text class="nj-charts-val" x="386.4" y="418">6.4&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="474" text-anchor="end">diff() canada</text>
<path class="nj-charts-c1" d="M190 462 H499.2 Q503.2 462 503.2 466 V473 Q503.2 477 499.2 477 H190 Z"><title>diff() canada: 10&#215;</title></path>
<text class="nj-charts-val" x="508.2" y="474">10&#215;</text>
<path class="nj-charts-c1" d="M190 462 H500.4 Q504.4 462 504.4 466 V473 Q504.4 477 500.4 477 H190 Z"><title>diff() canada: 10&#215;</title></path>
<text class="nj-charts-val" x="509.4" y="474">10&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="498" text-anchor="end">iterate canada</text>
<path class="nj-charts-c1" d="M190 486 H266.7 Q270.7 486 270.7 490 V497 Q270.7 501 266.7 501 H190 Z"><title>iterate canada: 2.7&#215;</title></path>
<text class="nj-charts-val" x="275.7" y="498">2.7&#215;</text>
<path class="nj-charts-c1" d="M190 486 H270.6 Q274.6 486 274.6 490 V497 Q274.6 501 270.6 501 H190 Z"><title>iterate canada: 2.8&#215;</title></path>
<text class="nj-charts-val" x="279.6" y="498">2.8&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="522" text-anchor="end">copy + destroy citm</text>
<path class="nj-charts-c1" d="M190 510 H219.3 Q223.3 510 223.3 514 V521 Q223.3 525 219.3 525 H190 Z"><title>copy + destroy citm: 1.11&#215;</title></path>
<text class="nj-charts-val" x="228.3" y="522">1.11&#215;</text>
<text class="nj-charts-rowlabel nj-charts-tick--r" x="182" y="546" text-anchor="end">== citm</text>
<path class="nj-charts-c1" d="M190 534 H217.2 Q221.2 534 221.2 538 V545 Q221.2 549 217.2 549 H190 Z"><title>== citm: 1.04&#215;</title></path>
<text class="nj-charts-val" x="226.2" y="546">1.04&#215;</text>
<path class="nj-charts-c1" d="M190 534 H218.1 Q222.1 534 222.1 538 V545 Q222.1 549 218.1 549 H190 Z"><title>== citm: 1.07&#215;</title></path>
<text class="nj-charts-val" x="227.1" y="546">1.07&#215;</text>
<line class="nj-charts-ref" x1="220" y1="8" x2="220" y2="560"/>
<line class="nj-charts-zero" x1="190" y1="8" x2="190" y2="560"/>
<text class="nj-charts-tick" x="355" y="594">speedup over 3.12.0 (3.12.0 = 1&#215;), more is better</text>
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<svg class="nj-fig nj-charts nj-charts--timeline" viewBox="0 0 340 270" role="img" aria-labelledby="nj-blog-tl-accept_twitter nj-blog-tl-accept_twitter-d" xmlns="http://www.w3.org/2000/svg">
<title id="nj-blog-tl-accept_twitter">accept() twitter.json: speedup over 3.12.0 by commit</title>
<desc id="nj-blog-tl-accept_twitter-d">accept() twitter.json: speedup over 3.12.0 at each of 317 commits, ending at 5.0x. Labeled steps, by theme: 4, 1, 4, 4, 2, 2.</desc>
<desc id="nj-blog-tl-accept_twitter-d">accept() twitter.json: speedup over 3.12.0 at each of 317 commits, ending at 4.9x. Labeled steps, by theme: 4, 1, 4, 4, 2, 2.</desc>
<text class="nj-charts-panel" x="8" y="18">accept() twitter.json</text>
<line class="nj-charts-grid" x1="44" y1="208" x2="330" y2="208"/>
<text class="nj-charts-tick nj-charts-tick--r" x="38" y="212">1&#215;</text>
@@ -16,7 +16,7 @@
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<text class="nj-charts-tick" x="215.962" y="225">Oct</text>
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docs/mkdocs/docs/images/perf_blog_timeline_dump_twitter.svg
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@@ -1,6 +1,6 @@
<svg class="nj-fig nj-charts nj-charts--timeline" viewBox="0 0 340 270" role="img" aria-labelledby="nj-blog-tl-dump_twitter nj-blog-tl-dump_twitter-d" xmlns="http://www.w3.org/2000/svg">
<title id="nj-blog-tl-dump_twitter">dump() twitter.json: speedup over 3.12.0 by commit</title>
<desc id="nj-blog-tl-dump_twitter-d">dump() twitter.json: speedup over 3.12.0 at each of 317 commits, ending at 6.7x. Labeled steps, by theme: 6, 2, 2, 2.</desc>
<desc id="nj-blog-tl-dump_twitter-d">dump() twitter.json: speedup over 3.12.0 at each of 317 commits, ending at 6.9x. Labeled steps, by theme: 6, 2, 2, 2.</desc>
<text class="nj-charts-panel" x="8" y="18">dump() twitter.json</text>
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<text class="nj-charts-tick nj-charts-tick--r" x="38" y="212">1&#215;</text>
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<text class="nj-charts-tick" x="126.361" y="225">Sep 2026</text>
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<text class="nj-charts-tick" x="215.962" y="225">Oct</text>
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<title id="nj-blog-tl-to_cbor_twitter">to_cbor() twitter: speedup over 3.12.0 by commit</title>
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<desc id="nj-blog-tl-to_cbor_twitter-d">to_cbor() twitter: speedup over 3.12.0 at each of 317 commits, ending at 5.1x. Labeled steps, by theme: 4, 6, 6.</desc>
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