From 48c405c00f90b2349de5198b5d355cb1e7cf3fde Mon Sep 17 00:00:00 2001 From: SimonTaurus Date: Sun, 15 Nov 2026 03:50:04 +0100 Subject: [PATCH 1/3] fix: exclude pydantic 2.13, which is ~9x slower to construct - 2.13 calls inspect.signature on a private-attr factory twice per attribute per construction, uncached - LinkedBaseModel declares two, so every model costs ~38 us extra - measured 43.0 us on 2.13.4 against 4.9 us on 2.14.3 - 2.12 and earlier stay supported; only the 2.13 series is excluded --- pyproject.toml | 6 +- uv.lock | 275 +++++++++++++++++++++++++++---------------------- 2 files changed, 157 insertions(+), 124 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 6959c20..e5a3e9c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,7 +23,11 @@ classifiers = [ "Topic :: Software Development :: Libraries :: Python Modules", ] dependencies = [ - "pydantic>=2.0.0", + # 2.13 routes ModelPrivateAttr.get_default through resolve_default_value, + # which calls inspect.signature on the factory twice per private attribute + # per construction, uncached. LinkedBaseModel declares two, so every model + # in the stack costs ~40 us extra to build. Fixed upstream in 2.14. + "pydantic>=2.0.0,!=2.13.*", "datamodel-code-generator>=0.51.0,<0.55.0", "typing_extensions", "pyld", diff --git a/uv.lock b/uv.lock index abbead1..6ee0f7b 100644 --- a/uv.lock +++ b/uv.lock @@ -2852,7 +2852,7 @@ requires-dist = [ { name = "param", marker = "extra == 'all'" }, { name = "param", marker = "extra == 'ui'" }, { name = "param", marker = "extra == 'ui-panel'" }, - { name = "pydantic", specifier = ">=2.0.0" }, + { name = "pydantic", specifier = ">=2.0.0,!=2.13.*" }, { name = "pyld" }, { name = "pyyaml" }, { name = "rdflib" }, @@ -3594,7 +3594,7 @@ wheels = [ [[package]] name = "pydantic" -version = "2.13.4" +version = "2.14.3" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "annotated-types" }, @@ -3602,125 +3602,159 @@ dependencies = [ { name = "typing-extensions" }, { name = "typing-inspection" }, ] -sdist = { url = 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SimonTaurus Date: Sun, 15 Nov 2026 04:27:36 +0100 Subject: [PATCH 2/3] test: guard construction cost as a ratio of plain pydantic - absolute timings drift by tens of percent per run, the ratio holds within 3.38x to 3.53x - budget 8x, between the measured 3.4x and the 17.8x of pydantic 2.13 - imports the descriptor binding directly, so it runs under either value of OOLD_DESCRIPTOR_BINDING --- tests/test_construction_cost.py | 77 +++++++++++++++++++++++++++++++++ 1 file changed, 77 insertions(+) create mode 100644 tests/test_construction_cost.py diff --git a/tests/test_construction_cost.py b/tests/test_construction_cost.py new file mode 100644 index 0000000..82f4234 --- /dev/null +++ b/tests/test_construction_cost.py @@ -0,0 +1,77 @@ +"""The descriptor binding's construction cost, measured as a ratio. + +An absolute threshold cannot hold here: CI runners and this machine drift by +tens of percent between runs. The ratio against plain pydantic does - repeated +runs give 3.38x to 3.53x while the absolute numbers move by 20%. + +What it guards: pydantic 2.13 called ``inspect.signature`` on a private-attr +factory twice per attribute per construction, without caching. LinkedBaseModel +declares two, ``_links`` and ``_extra_iris``, so construction went to 17.8x +plain pydantic. ``pyproject.toml`` excludes that series; this fails if an +equivalent regression arrives through another dependency bump. + +The descriptor binding is imported directly, so the check runs whatever +``OOLD_DESCRIPTOR_BINDING`` is set to. The legacy binding constructs an order of +magnitude slower by design and would need a threshold loose enough to measure +nothing. +""" + +import timeit + +from pydantic import BaseModel, ConfigDict + +from oold.model._descriptor import LinkedBaseModel + +MAX_RATIO = 8.0 +"""Measured 3.4x on pydantic 2.14, 17.8x on the 2.13 series. Halfway, in the gap.""" + +ROUNDS = 25 +LOOPS = 500 + + +class Plain(BaseModel): + f0: str | None = None + f1: str | None = None + f2: str | None = None + f3: str | None = None + f4: str | None = None + f5: str | None = None + f6: str | None = None + f7: str | None = None + + +class Linked(LinkedBaseModel): + model_config = ConfigDict(json_schema_extra={"$id": "https://example.org/ConstructionCost"}) + f0: str | None = None + f1: str | None = None + f2: str | None = None + f3: str | None = None + f4: str | None = None + f5: str | None = None + f6: str | None = None + f7: str | None = None + + +VALUES = {f"f{i}": "v" for i in range(8)} + + +def _microseconds(cls: type) -> float: + return timeit.timeit(lambda: cls(**VALUES), number=LOOPS) / LOOPS * 1e6 + + +def test_construction_stays_within_a_ratio_of_plain_pydantic(): + # Interleaved, so a frequency or scheduling dip lands on both models rather + # than on whichever happens to be measured during it. The minimum of the + # rounds is then the cleanest round each model got. + plain, linked = [], [] + for _ in range(ROUNDS): + plain.append(_microseconds(Plain)) + linked.append(_microseconds(Linked)) + + fastest_plain, fastest_linked = min(plain), min(linked) + ratio = fastest_linked / fastest_plain + + assert ratio < MAX_RATIO, ( + f"LinkedBaseModel construction is {ratio:.1f}x plain pydantic " + f"({fastest_linked:.1f} us against {fastest_plain:.1f} us), over the {MAX_RATIO}x budget" + ) From 2a9f89b234842cead44dca827b3d8136d55bbc09 Mon Sep 17 00:00:00 2001 From: SimonTaurus Date: Sun, 15 Nov 2026 04:49:14 +0100 Subject: [PATCH 3/3] test: raise the construction budget to 15x - CI measures up to 9.0x healthy, against the 8.0x budget: three of 21 jobs failed on margin - the 2.13 regression adds a fixed ~40 us, so it reads 18.7x locally and higher on slower runners --- tests/test_construction_cost.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/tests/test_construction_cost.py b/tests/test_construction_cost.py index 82f4234..425a72b 100644 --- a/tests/test_construction_cost.py +++ b/tests/test_construction_cost.py @@ -1,8 +1,9 @@ """The descriptor binding's construction cost, measured as a ratio. An absolute threshold cannot hold here: CI runners and this machine drift by -tens of percent between runs. The ratio against plain pydantic does - repeated -runs give 3.38x to 3.53x while the absolute numbers move by 20%. +tens of percent between runs, and the absolutes differ by more than 2x between +runners. The ratio against plain pydantic is stable within one machine, 3.38x to +3.53x across repeated local runs, and stays under 9x across the whole CI matrix. What it guards: pydantic 2.13 called ``inspect.signature`` on a private-attr factory twice per attribute per construction, without caching. LinkedBaseModel @@ -22,8 +23,14 @@ from oold.model._descriptor import LinkedBaseModel -MAX_RATIO = 8.0 -"""Measured 3.4x on pydantic 2.14, 17.8x on the 2.13 series. Halfway, in the gap.""" +MAX_RATIO = 15.0 +"""Healthy runs measure 3.4x locally and up to 9.0x on CI; the 2.13 series +measures 17.8x locally and projects above 40x on the slower runners, because the +cost it adds is a fixed ~40 us per instance rather than a multiple. The spread +across runners is wider than it looks: plain pydantic construction is mostly +pydantic-core, which is fast everywhere, while the binding adds Python-level work +whose relative cost follows the interpreter. So the budget sits well above the +healthy ceiling rather than halfway.""" ROUNDS = 25 LOOPS = 500