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grammar-inference-engine/experiments/results/round20_ast_verify/fastapi_grammars.json
tobjend 1810a695d0 experiments: round 20 AST-migration verification across 3 languages 
Run RAGSAK (Kotlin), fastapi (Python), zod (TypeScript) with --slice
package --min-structure 0.5, verbose+timeout, results saved for later.

After _count_concat memoization fix: RAGSAK full run 54.9s -> 6.7s,
no tail stalls. RAGSAK: 121 packages (28 with grammar). fastapi/zod
complete in ~25s (dominated by arg-extraction on 2000+ method test
groups, not grammar explosion). Includes SUMMARY.md with before/after.
2026-07-13 01:13:48 +02:00

33496 lines
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[
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"from fastapi.middleware.cors import CORSMiddleware",
"import uvicorn",
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"from fastapi.encoders import jsonable_encoder",
"from pydantic import BaseModel",
"from fastapi.openapi.utils import get_openapi",
"from datetime import datetime, time, timedelta",
"from uuid import UUID",
"import strawberry",
"from strawberry.fastapi import GraphQLRouter",
"import time",
"from fastapi import FastAPI, Request",
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"from pydantic import BaseModel, HttpUrl",
"from fastapi import FastAPI, Form",
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"from fastapi import FastAPI, Response, status",
"from fastapi import FastAPI, Response",
"from fastapi import FastAPI, status",
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"from fastapi.staticfiles import StaticFiles",
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"from starlette.middleware.base import BaseHTTPMiddleware",
"from starlette.middleware.errors import ServerErrorMiddleware",
"from starlette.middleware.exceptions import ExceptionMiddleware",
"from starlette.requests import Request",
"from starlette.responses import HTMLResponse, JSONResponse, Response",
"from starlette.routing import BaseRoute",
"from starlette.types import ASGIApp, ExceptionHandler, Lifespan, Receive, Scope, Send",
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"from Starlette and supported for compatibility.",
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"from typing import Annotated, Any",
"from starlette.background import BackgroundTasks as StarletteBackgroundTasks",
"from typing_extensions import ParamSpec",
"from fastapi import BackgroundTasks, FastAPI",
"from fastapi_cli.cli import main as cli_main",
"from collections.abc import AsyncGenerator",
"from contextlib import AbstractContextManager",
"from contextlib import asynccontextmanager as asynccontextmanager",
"from typing import TypeVar",
"import anyio.to_thread",
"from anyio import CapacityLimiter",
"from starlette.concurrency import iterate_in_threadpool as iterate_in_threadpool # noqa",
"from starlette.concurrency import run_in_threadpool as run_in_threadpool # noqa",
"from starlette.concurrency import ( # noqa",
"from collections.abc import Callable, Mapping",
"from typing import (",
"from pydantic import GetJsonSchemaHandler",
"from starlette.datastructures import URL as URL # noqa: F401",
"from starlette.datastructures import Address as Address # noqa: F401",
"from starlette.datastructures import FormData as FormData # noqa: F401",
"from starlette.datastructures import Headers as Headers # noqa: F401",
"from starlette.datastructures import QueryParams as QueryParams # noqa: F401",
"from starlette.datastructures import State as State # noqa: F401",
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"from typing import Annotated",
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"from ._compat.v2 import with_info_plain_validator_function",
"import dataclasses",
"import datetime",
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"from ipaddress import (",
"from pathlib import Path, PurePath",
"from re import Pattern",
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"from uuid import UUID",
"from fastapi.exceptions import PydanticV1NotSupportedError",
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"from pydantic.networks import AnyUrl, NameEmail",
"from pydantic.types import SecretBytes, SecretStr",
"from pydantic_core import PydanticUndefinedType",
"from ._compat import (",
"from pydantic.color import Color # ty: ignore[deprecated]",
"from pydantic_extra_types.color import Color as PyExtraColor",
"from fastapi.encoders import jsonable_encoder",
"from fastapi.utils import is_body_allowed_for_status_code",
"from fastapi.websockets import WebSocket",
"from starlette.responses import JSONResponse, Response",
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"from typing import Annotated, Any, TypedDict",
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"from starlette.responses import RedirectResponse as RedirectResponse # noqa",
"from starlette.responses import Response as Response # noqa",
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"from starlette.staticfiles import StaticFiles",
"from starlette.types import AppType, ASGIApp, Lifespan, Receive, Scope, Send",
"from starlette.websockets import WebSocket",
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"import fastapi",
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"from fastapi.exceptions import FastAPIDeprecationWarning, PydanticV1NotSupportedError",
"from ._compat import v2",
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],
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"patterns": [
{
"count": 1,
"args": 1,
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}
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},
"_annotation_is_complex": {
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},
"patterns": [
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}
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},
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{
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"args": 1,
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}
]
},
"_annotation_is_sequence": {
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},
"patterns": [
{
"count": 6,
"args": 1,
"types": [
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},
{
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}
]
},
"int": {
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"max": 1,
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},
"patterns": [
{
"count": 5,
"args": 1,
"types": [
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}
]
},
"all": {
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"arg_count": {
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"max": 2,
"common": 2
},
"patterns": [
{
"count": 12,
"args": 2,
"types": [
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]
}
]
},
"field_annotation_is_complex": {
"occurrences": 9,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 6,
"args": 1,
"types": [
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]
},
{
"count": 3,
"args": 1,
"types": [
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]
}
]
},
"hasattr": {
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"arg_count": {
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"max": 2,
"common": 2
},
"patterns": [
{
"count": 8,
"args": 2,
"types": [
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}
]
},
"field_annotation_is_scalar": {
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},
"patterns": [
{
"count": 6,
"args": 1,
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}
]
},
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},
"patterns": [
{
"count": 3,
"args": 1,
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]
},
"is_pydantic_v1_model_class": {
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"max": 1,
"common": 1
},
"patterns": [
{
"count": 6,
"args": 1,
"types": [
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]
}
]
},
"any": {
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"arg_count": {
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"max": 2,
"common": 2
},
"patterns": [
{
"count": 4,
"args": 2,
"types": [
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}
]
},
"is_uploadfile_or_nonable_uploadfile_annotation": {
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"max": 1,
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},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
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]
}
]
},
"annotation_is_pydantic_v1": {
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"max": 1,
"common": 1
},
"patterns": [
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"count": 3,
"args": 1,
"types": [
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}
]
},
"TypeVar": {
"occurrences": 3,
"arg_count": {
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"max": 1,
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},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
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]
}
]
},
"is_bytes_or_nonable_bytes_annotation": {
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"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
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]
}
]
},
"tuple": {
"occurrences": 10,
"arg_count": {
"min": 1,
"max": 2,
"common": 1
},
"patterns": [
{
"count": 5,
"args": 2,
"types": [
"call",
"other"
]
},
{
"count": 5,
"args": 1,
"types": [
"call"
]
}
]
},
"is_uploadfile_sequence_annotation": {
"occurrences": 3,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
"var"
]
}
]
},
"field_annotation_is_scalar_sequence": {
"occurrences": 3,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
"var"
]
}
]
}
}
},
{
"label": "fastapi/dependencies",
"method_count": 38,
"imports": [
"import inspect",
"import sys",
"from collections.abc import Callable",
"from dataclasses import dataclass, field",
"from functools import cached_property, partial",
"from typing import Any, Literal",
"from fastapi._compat import ModelField",
"from fastapi.security.base import SecurityBase",
"from fastapi.types import DependencyCacheKey",
"from inspect import iscoroutinefunction",
"from asyncio import iscoroutinefunction",
"import dataclasses",
"from collections.abc import (",
"from contextlib import AsyncExitStack, contextmanager",
"from copy import copy, deepcopy",
"from dataclasses import dataclass",
"from typing import (",
"from fastapi import params",
"from fastapi._compat import (",
"from fastapi.background import BackgroundTasks",
"from fastapi.concurrency import (",
"from fastapi.dependencies.models import Dependant",
"from fastapi.exceptions import DependencyScopeError",
"from fastapi.logger import logger",
"from fastapi.security.oauth2 import SecurityScopes",
"from fastapi.utils import create_model_field, get_path_param_names",
"from pydantic import BaseModel, Json",
"from pydantic.fields import FieldInfo",
"from starlette.background import BackgroundTasks as StarletteBackgroundTasks",
"from starlette.concurrency import run_in_threadpool",
"from starlette.datastructures import (",
"from starlette.requests import HTTPConnection, Request",
"from starlette.responses import Response",
"from starlette.websockets import WebSocket",
"from typing_inspection.typing_objects import is_typealiastype",
"from python_multipart import __version__",
"from multipart import ( # type: ignore[no-redef,import-untyped]",
"from multipart.multipart import ( # type: ignore[import-untyped]"
],
"arg_patterns": {
"get_cached_model_fields": {
"occurrences": 9,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 9,
"args": 1,
"types": [
"other"
]
}
]
},
"create_body_model": {
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"arg_count": {
"min": 2,
"max": 2,
"common": 2
},
"patterns": [
{
"count": 3,
"args": 2,
"types": [
"kwarg",
"kwarg"
]
}
]
},
"_get_flat_fields_from_params": {
"occurrences": 12,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 12,
"args": 1,
"types": [
"other"
]
}
]
},
"isinstance": {
"occurrences": 164,
"arg_count": {
"min": 2,
"max": 2,
"common": 2
},
"patterns": [
{
"count": 76,
"args": 2,
"types": [
"var",
"var"
]
},
{
"count": 60,
"args": 2,
"types": [
"var",
"other"
]
},
{
"count": 28,
"args": 2,
"types": [
"other",
"other"
]
}
]
},
"serialize_sequence_value": {
"occurrences": 3,
"arg_count": {
"min": 2,
"max": 2,
"common": 2
},
"patterns": [
{
"count": 3,
"args": 2,
"types": [
"kwarg",
"kwarg"
]
}
]
},
"get_validation_alias": {
"occurrences": 30,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 30,
"args": 1,
"types": [
"var"
]
}
]
},
"ParamDetails": {
"occurrences": 3,
"arg_count": {
"min": 3,
"max": 3,
"common": 3
},
"patterns": [
{
"count": 3,
"args": 3,
"types": [
"kwarg",
"kwarg",
"kwarg"
]
}
]
},
"is_uploadfile_or_nonable_uploadfile_annotation": {
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"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
"var"
]
}
]
},
"len": {
"occurrences": 32,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 28,
"args": 1,
"types": [
"var"
]
},
{
"count": 4,
"args": 1,
"types": [
"call"
]
}
]
},
"getattr": {
"occurrences": 68,
"arg_count": {
"min": 3,
"max": 3,
"common": 3
},
"patterns": [
{
"count": 24,
"args": 3,
"types": [
"call",
"lit",
"lit"
]
},
{
"count": 16,
"args": 3,
"types": [
"var",
"lit",
"lit"
]
},
{
"count": 12,
"args": 3,
"types": [
"var",
"lit",
"other"
]
},
{
"count": 12,
"args": 3,
"types": [
"other",
"lit",
"lit"
]
},
{
"count": 4,
"args": 3,
"types": [
"other",
"lit",
"var"
]
}
]
},
"ForwardRef": {
"occurrences": 3,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
"var"
]
}
]
},
"ensure_multipart_is_installed": {
"occurrences": 3,
"arg_count": {
"min": 0,
"max": 0,
"common": 0
},
"patterns": [
{
"count": 3,
"args": 0,
"types": []
}
]
},
"value_is_sequence": {
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"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
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]
}
]
},
"get_missing_field_error": {
"occurrences": 6,
"arg_count": {
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"max": 1,
"common": 1
},
"patterns": [
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"count": 3,
"args": 1,
"types": [
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]
},
{
"count": 3,
"args": 1,
"types": [
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]
}
]
},
"get_flat_dependant": {
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"arg_count": {
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"max": 4,
"common": 2
},
"patterns": [
{
"count": 3,
"args": 4,
"types": [
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"kwarg",
"kwarg",
"kwarg"
]
},
{
"count": 3,
"args": 2,
"types": [
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]
}
]
},
"lenient_issubclass": {
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"max": 2,
"common": 2
},
"patterns": [
{
"count": 21,
"args": 2,
"types": [
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"var"
]
},
{
"count": 15,
"args": 2,
"types": [
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"var"
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},
{
"count": 3,
"args": 2,
"types": [
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]
}
]
},
"get_args": {
"occurrences": 9,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 9,
"args": 1,
"types": [
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}
]
},
"SolvedDependency": {
"occurrences": 3,
"arg_count": {
"min": 5,
"max": 5,
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},
"patterns": [
{
"count": 3,
"args": 5,
"types": [
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}
]
},
"copy_field_info": {
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"max": 2,
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},
"patterns": [
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"count": 3,
"args": 2,
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}
]
},
"SecurityScopes": {
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"max": 1,
"common": 1
},
"patterns": [
{
"count": 3,
"args": 1,
"types": [
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}
]
},
"create_model_field": {
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"arg_count": {
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"max": 5,
"common": 4
},
"patterns": [
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"count": 3,
"args": 5,
"types": [
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"kwarg",
"kwarg",
"kwarg",
"kwarg"
]
},
{
"count": 3,
"args": 4,
"types": [
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"kwarg",
"kwarg"
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}
]
},
"request_params_to_args": {
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"arg_count": {
"min": 2,
"max": 2,
"common": 2
},
"patterns": [
{
"count": 12,
"args": 2,
"types": [
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"other"
]
}
]
},
"RuntimeError": {
"occurrences": 8,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 8,
"args": 1,
"types": [
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}
]
},
"is_bytes_sequence_annotation": {
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"arg_count": {
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},
"patterns": [
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"count": 3,
"args": 1,
"types": [
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}
]
},
"Response": {
"occurrences": 3,
"arg_count": {
"min": 0,
"max": 0,
"common": 0
},
"patterns": [
{
"count": 3,
"args": 0,
"types": []
}
]
},
"_get_signature": {
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"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 6,
"args": 1,
"types": [
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}
]
},
"_validate_value_with_model_field": {
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"arg_count": {
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"max": 4,
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},
"patterns": [
{
"count": 12,
"args": 4,
"types": [
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}
]
},
"request_body_to_args": {
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},
"patterns": [
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"count": 3,
"args": 4,
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}
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},
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},
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},
{
"count": 3,
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}
]
},
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"count": 3,
"args": 1,
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}
]
},
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},
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"count": 3,
"args": 7,
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},
{
"count": 3,
"args": 18,
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}
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},
"is_typealiastype": {
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"count": 3,
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"type": {
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"count": 5,
"args": 1,
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"count": 5,
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},
"any": {
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"count": 8,
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{
"count": 4,
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"list": {
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},
{
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"grammar": "root ::= (\"APIKey\" | \"APIKeyIn\" | \"Annotated\" | \"Any\" | \"Doc\" | \"Error\" | \"HTTPAuthorizationCredentials\" | \"HTTPBaseModel\" | \"HTTPBasicCredentials\" | \"HTTPBearerModel\" | \"HTTPException\" | \"HTTP_401_UNAUTHORIZED\" | \"OAuth2Model\" | \"OAuthFlowsModel\" | \"OpenIdConnectModel\" | \"UnicodeDecodeError\" | \"ValueError\" | \"_\" | \"__class__\" | \"__init__\" | \"__name__\" | \"and\" | \"api_key\" | \"authorization\" | \"authorizationCode\" | \"authorizationUrl\" | \"authorization_header_value\" | \"auto_error\" | \"b64decode\" | \"bearerFormat\" | \"binascii\" | \"cast\" | \"check_api_key\" | \"client_id\" | \"cookie\" | \"cookies\" | \"credentials\" | \"data\" | \"decode\" | \"description\" | \"detail\" | \"e\" | \"else\" | \"except\" | \"flows\" | \"from\" | \"get\" | \"get_authorization_scheme_param\" | \"grant_type\" | \"header\" | \"headers\" | \"if\" | \"join\" | \"list\" | \"location\" | \"lower\" | \"make_not_authenticated_error\" | \"model\" | \"name\" | \"not\" | \"openIdConnectUrl\" | \"or\" | \"param\" | \"partition\" | \"password\" | \"query\" | \"query_params\" | \"raise\" | \"realm\" | \"refreshUrl\" | \"request\" | \"return\" | \"scheme\" | \"scheme_name\" | \"scope\" | \"scope_str\" | \"scopes\" | \"self\" | \"separator\" | \"split\" | \"status_code\" | \"str\" | \"super\" | \"tokenUrl\" | \"try\" | \"username\")+ (\"client_secret\" | \"make_authenticate_headers\" | \"strip\" | \"title\")?+",
"mdl_score": 1000000000000,
"imports": [
"from typing import Annotated",
"from annotated_doc import Doc",
"from fastapi.openapi.models import APIKey, APIKeyIn",
"from fastapi.security.base import SecurityBase",
"from starlette.exceptions import HTTPException",
"from starlette.requests import Request",
"from starlette.status import HTTP_401_UNAUTHORIZED",
"include a WWW-Authenticate header.",
"from fastapi import Depends, FastAPI",
"from fastapi.security import APIKeyQuery",
"from fastapi.security import APIKeyHeader",
"import binascii",
"from base64 import b64decode",
"from fastapi.exceptions import HTTPException",
"from fastapi.openapi.models import HTTPBase as HTTPBaseModel",
"from fastapi.openapi.models import HTTPBearer as HTTPBearerModel",
"from fastapi.security.utils import get_authorization_scheme_param",
"from pydantic import BaseModel",
"from fastapi.security import HTTPBasic, HTTPBasicCredentials",
"from typing import Annotated, Any, cast",
"from fastapi.openapi.models import OAuth2 as OAuth2Model",
"from fastapi.openapi.models import OAuthFlows as OAuthFlowsModel",
"from fastapi.param_functions import Form",
"from fastapi.security import OAuth2PasswordRequestForm",
"from fastapi.openapi.models import OpenIdConnect as OpenIdConnectModel"
],
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},
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},
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},
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},
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},
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},
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},
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}
}
},
{
"label": "scripts",
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"import sys",
"from datetime import date",
"import logging",
"import secrets",
"import subprocess",
"from collections import Counter",
"from datetime import datetime",
"from pathlib import Path",
"from typing import Any",
"import httpx",
"import yaml",
"from github import Github",
"from pydantic import BaseModel, SecretStr",
"from pydantic_settings import BaseSettings",
"from typing import Literal",
"from github import Auth, Github",
"from typing import TypedDict",
"import json",
"import os",
"import shutil",
"from html.parser import HTMLParser",
"from http.server import HTTPServer, SimpleHTTPRequestHandler",
"from multiprocessing import Pool",
"import typer",
"from jinja2 import Template",
"from ruff.__main__ import find_ruff_bin",
"from slugify import slugify as py_slugify",
"import random",
"import time",
"from typing import Any, cast",
"from collections.abc import Container",
"from datetime import datetime, timedelta, timezone",
"from math import ceil",
"from typing import Annotated, Any",
"from pydantic import BaseModel, BeforeValidator, SecretStr",
"from typing import Annotated, Literal",
"from collections import defaultdict",
"from collections.abc import Iterable",
"from functools import lru_cache",
"from os import sep as pathsep",
"from typing import Annotated",
"import git",
"from doc_parsing_utils import check_translation",
"from pydantic_ai import Agent",
"from rich import print",
"from scripts.doc_parsing_utils import check_translation"
],
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},
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},
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]
},
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},
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},
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},
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}
]
},
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},
"patterns": [
{
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}
]
},
"_split_slashes_comment": {
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},
"patterns": [
{
"count": 6,
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}
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},
"_split_hash_comment": {
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},
"patterns": [
{
"count": 6,
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}
},
{
"label": "scripts/playwright",
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"algorithm": "CRX",
"grammar": "root ::= (\"browser\" | \"chromium\" | \"click\" | \"close\" | \"context\" | \"get_by_label\" | \"get_by_role\" | \"goto\" | \"headless\" | \"launch\" | \"name\" | \"new_context\" | \"new_page\" | \"page\" | \"path\" | \"playwright\" | \"screenshot\" | \"viewport\")+",
"mdl_score": 1000000000000,
"imports": [
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"import time",
"import httpx",
"from playwright.sync_api import Playwright, sync_playwright"
],
"arg_patterns": {
"range": {
"occurrences": 35,
"arg_count": {
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},
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},
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}
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},
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},
"patterns": [
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}
]
}
}
},
{
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"imports": [
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],
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},
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},
{
"label": "scripts/tests/test_translation_fixer",
"method_count": 12,
"algorithm": "CRX",
"grammar": "root ::= \"changing_dir\"?+ \"tmp_path\"? (\"Path\" | \"THIS_DIR\" | \"chdir\" | \"cli\" | \"copy\" | \"data_path\" | \"directory\" | \"docs_dir\" | \"en_docs_dir\" | \"en_file_path\" | \"exist_ok\" | \"exit_code\" | \"expected_content\" | \"finally\" | \"fixed_content\" | \"for\" | \"fspath\" | \"getcwd\" | \"if\" | \"in\" | \"initial_dir\" | \"invoke\" | \"is_relative_to\" | \"item\" | \"item_path\" | \"items\" | \"lang_docs_dir\" | \"mkdir\" | \"os\" | \"output\" | \"param\" | \"parents\" | \"platform\" | \"read_text\" | \"request\" | \"resolve\" | \"result\" | \"return\" | \"root_dir\" | \"runner\" | \"shutil\" | \"str\" | \"sys\" | \"translation_file_path\" | \"try\" | \"yield\")+ \"add_marker\"?+ (\"CliRunner\" | \"cwd\")?+ \"skip_on_windows\"?",
"mdl_score": 1000000000000,
"imports": [
"import os",
"import shutil",
"import sys",
"from collections.abc import Generator",
"from contextlib import contextmanager",
"from pathlib import Path",
"import pytest",
"from typer.testing import CliRunner",
"from scripts.translation_fixer import cli"
],
"arg_patterns": {
"Path": {
"occurrences": 45,
"arg_count": {
"min": 1,
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},
"patterns": [
{
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},
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"count": 10,
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},
{
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}
]
},
"changing_dir": {
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},
"patterns": [
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"count": 3,
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}
]
}
}
},
{
"label": "scripts/tests/test_translation_fixer/test_code_blocks",
"method_count": 8,
"algorithm": "CRX",
"grammar": "root ::= (\"Path\" | \"cli\" | \"data_path\" | \"exit_code\" | \"expected_content\" | \"fixed_content\" | \"in\" | \"invoke\" | \"not\" | \"not in\" | \"output\" | \"read_text\" | \"result\" | \"root_dir\" | \"runner\")+",
"mdl_score": 1000000000000,
"imports": [
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"import pytest",
"from typer.testing import CliRunner",
"from scripts.translation_fixer import cli"
],
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"Path": {
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"arg_count": {
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"common": 1
},
"patterns": [
{
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"args": 1,
"types": [
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]
}
]
}
}
},
{
"label": "scripts/tests/test_translation_fixer/test_header_permalinks",
"method_count": 4,
"algorithm": "CRX",
"grammar": "root ::= (\"Path\" | \"cli\" | \"data_path\" | \"exit_code\" | \"expected_content\" | \"fixed_content\" | \"in\" | \"invoke\" | \"output\" | \"read_text\" | \"result\" | \"root_dir\" | \"runner\")+",
"mdl_score": 1000000000000,
"imports": [
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"import pytest",
"from typer.testing import CliRunner",
"from scripts.translation_fixer import cli"
],
"arg_patterns": {
"Path": {
"occurrences": 18,
"arg_count": {
"min": 1,
"max": 1,
"common": 1
},
"patterns": [
{
"count": 18,
"args": 1,
"types": [
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}
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{
"label": "tests",
"method_count": 2036,
"algorithm": "CRX",
"grammar": "root ::= (\"@\" | \"FastAPI\" | \"TestClient\" | \"app\" | \"client\" | \"data\" | \"def\" | \"get\" | \"headers\" | \"in\" | \"json\" | \"post\" | \"pytest\" | \"raises\" | \"response\" | \"return\" | \"status_code\" | \"str\" | \"text\" | \"value\" | \"yield\")+ \"snapshot\"?+",
"mdl_score": 1000000000000,
"imports": [
"from pydantic import BaseModel",
"import http",
"from fastapi import FastAPI, Path, Query",
"from fastapi import FastAPI",
"from fastapi.testclient import TestClient",
"from inline_snapshot import snapshot",
"from pydantic import BaseModel, ConfigDict",
"from fastapi import APIRouter, FastAPI",
"import pytest",
"from pydantic import BaseModel, HttpUrl",
"from starlette.responses import JSONResponse",
"from fastapi.responses import JSONResponse",
"from typing import Annotated",
"from fastapi import Body, FastAPI, Query",
"from fastapi import Depends, FastAPI, Path",
"from fastapi.param_functions import Query",
"from fastapi import APIRouter, FastAPI, Query",
"from .main import app",
"from pydantic import (",
"from functools import partial",
"from typing import Any, cast",
"from fastapi import FastAPI, UploadFile",
"from fastapi._compat import (",
"from fastapi._compat.shared import is_bytes_sequence_annotation",
"from pydantic.fields import FieldInfo",
"from fastapi._compat import v2",
"from typing import Union",
"from pydantic import BaseModel, computed_field",
"from pathlib import Path",
"from fastapi import APIRouter, FastAPI, File, UploadFile",
"from fastapi.exceptions import HTTPException",
"from starlette.types import ASGIApp",
"from fastapi.routing import APIRoute",
"from pydantic import BaseModel, WithJsonSchema",
"import io",
"from typing import cast",
"from fastapi.datastructures import Default, DefaultPlaceholder",
"from datetime import datetime, timezone",
"from pydantic import field_serializer",
"from typing import Any",
"from fastapi.responses import HTMLResponse, JSONResponse, PlainTextResponse",
"from tests.utils import needs_orjson",
"import orjson # ty: ignore[unresolved-import]",
"from fastapi.dependencies.utils import get_typed_annotation",
"from typing import Annotated, Any",
"from fastapi import Depends, FastAPI, HTTPException",
"from collections.abc import Generator",
"from contextlib import contextmanager",
"from fastapi import Depends, FastAPI",
"from fastapi.responses import StreamingResponse",
"from fastapi import Depends, FastAPI, WebSocket",
"from fastapi import Depends, FastAPI, Security",
"from collections.abc import AsyncGenerator, Generator",
"import json",
"from fastapi import BackgroundTasks, Depends, FastAPI",
"from collections.abc import Awaitable, Callable",
"from contextvars import ContextVar",
"from fastapi import Depends, FastAPI, Request, Response",
"from fastapi import APIRouter, Depends, FastAPI",
"from fastapi import FastAPI, HTTPException, Security",
"from fastapi.security import (",
"from typing_extensions import TypeAliasType",
"from fastapi.security import SecurityScopes",
"import inspect",
"import sys",
"from functools import wraps",
"from fastapi.concurrency import iterate_in_threadpool, run_in_threadpool",
"from inspect import iscoroutinefunction",
"from asyncio import iscoroutinefunction",
"from fastapi import Body, Depends, FastAPI, HTTPException",
"from fastapi import APIRouter, Depends, FastAPI, HTTPException",
"from fastapi.exceptions import FastAPIError",
"from fastapi import Depends, Security",
"from fastapi import FastAPI, Request",
"import warnings",
"from fastapi.exceptions import FastAPIDeprecationWarning",
"from fastapi.responses import ORJSONResponse, UJSONResponse # ty: ignore[deprecated]",
"from tests.utils import needs_orjson, needs_ujson",
"from unittest.mock import patch",
"from fastapi import Depends, FastAPI, Query",
"from fastapi.exceptions import RequestValidationError",
"import os",
"import subprocess",
"import fastapi.cli",
"from fastapi import FastAPI, File, Form",
"from dirty_equals import HasRepr",
"from fastapi.exceptions import ResponseValidationError",
"from pydantic import BaseModel, ValidationInfo, field_validator",
"from starlette.testclient import TestClient",
"from fastapi import FastAPI, Form",
"from pydantic import BaseModel, Field",
"import errno",
"import runpy",
"from contextlib import AsyncExitStack",
"from typing import Literal",
"import anyio",
"from fastapi import APIRouter, Depends, FastAPI, HTTPException, Request, WebSocket",
"from starlette.exceptions import HTTPException as StarletteHTTPException",
"from starlette.responses import PlainTextResponse, Response",
"from starlette.routing import BaseRoute, Match, NoMatchFound, Route",
"from typing import Annotated, TypeVar",
"from fastapi.requests import HTTPConnection",
"from starlette.websockets import WebSocket",
"from fastapi import APIRouter, FastAPI, Request",
"from fastapi import APIRouter, Depends, FastAPI, Response",
"import uuid",
"from fastapi import FastAPI, Query",
"from fastapi import Cookie, FastAPI, Form, Header, Query",
"from pydantic import Json",
"from collections import deque",
"from dataclasses import dataclass",
"from decimal import Decimal",
"from enum import Enum",
"from math import isinf, isnan",
"from pathlib import PurePath, PurePosixPath, PureWindowsPath",
"from typing import TypedDict",
"from fastapi._compat import Undefined",
"from fastapi.encoders import jsonable_encoder",
"from fastapi.exceptions import PydanticV1NotSupportedError",
"from pydantic import BaseModel, Field, ValidationError",
"from pydantic import v1",
"from fastapi import FastAPI, File",
"from starlette.datastructures import UploadFile as StarletteUploadFile",
"from fastapi.openapi.docs import get_redoc_html, get_swagger_ui_html",
"from dirty_equals import IsOneOf",
"from pydantic import BaseModel, condecimal",
"from fastapi import FastAPI, File, Form, UploadFile",
"from fastapi.dependencies.utils import (",
"from fastapi import Body, Cookie, FastAPI, Header, Path, Query",
"from fastapi.openapi.models import Schema, SchemaType",
"from fastapi.responses import ORJSONResponse # ty: ignore[deprecated]",
"from sqlalchemy.sql.elements import quoted_name",
"from fastapi.params import Param",
"from fastapi import Cookie, FastAPI, Header, Path, Query",
"from fastapi.params import Body, Cookie, Header, Param, Path, Query",
"from datetime import date",
"from typer.testing import CliRunner",
"from scripts.prepare_release import (",
"from tests.utils import skip_module_if_py_gte_314",
"from pydantic.v1 import BaseModel",
"from __future__ import annotations",
"from dataclasses import dataclass, field",
"from dirty_equals import IsUUID",
"from fastapi import Cookie, FastAPI, Header, Query",
"from .utils import needs_py310",
"from fastapi import Depends, FastAPI, Response",
"from fastapi import Depends, FastAPI, Header, status",
"from fastapi import FastAPI, Path, Query, status",
"from fastapi import Body, FastAPI",
"from dirty_equals import IsPartialDict",
"from pydantic import BaseModel, ConfigDict, Field",
"from fastapi import FastAPI, Response",
"from fastapi import BackgroundTasks, Depends, FastAPI, Request, Response",
"from fastapi.exceptions import FastAPIError, ResponseValidationError",
"from fastapi.responses import JSONResponse, Response",
"from fastapi import FastAPI, Request, WebSocket, WebSocketDisconnect",
"from fastapi.routing import APIRoute, APIWebSocketRoute",
"from fastapi import APIRouter",
"from collections.abc import AsyncGenerator",
"from contextlib import asynccontextmanager",
"from typing import Annotated, cast",
"from fastapi import APIRouter, Body, Depends, FastAPI, Request, Security",
"from fastapi.openapi.utils import get_openapi",
"from fastapi.routing import (",
"from fastapi.security import HTTPBearer",
"from starlette.routing import BaseRoute, Host, Match, Mount, NoMatchFound, Route, Router",
"from tests.utils import needs_py310",
"from fastapi.security import APIKeyCookie",
"from fastapi.security import APIKeyHeader",
"from fastapi.security import APIKeyQuery",
"from fastapi import FastAPI, Security",
"from fastapi.security.http import HTTPAuthorizationCredentials, HTTPBase",
"from base64 import b64encode",
"from fastapi.security import HTTPBasic, HTTPBasicCredentials",
"from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer",
"from fastapi.security import HTTPAuthorizationCredentials, HTTPDigest",
"from fastapi.security import OAuth2, OAuth2PasswordRequestFormStrict",
"from fastapi.security import OAuth2AuthorizationCodeBearer",
"from fastapi import APIRouter, Depends, FastAPI, Security",
"from fastapi.security import OAuth2PasswordBearer",
"from fastapi.security.open_id_connect_url import OpenIdConnect",
"from datetime import datetime",
"import asyncio",
"import time",
"from collections.abc import AsyncIterable, Iterable",
"import fastapi.routing",
"from fastapi.responses import EventSourceResponse",
"from fastapi.sse import ServerSentEvent",
"from fastapi import FastAPI, HTTPException",
"from typing import AsyncIterable, Iterable # noqa: UP035 to test coverage",
"from collections.abc import AsyncIterable",
"from starlette.types import Message, Scope",
"from typing import TYPE_CHECKING, Annotated",
"from .utils import needs_py314",
"from fastapi import Depends, FastAPI, Request",
"from fastapi.openapi.docs import get_swagger_ui_html",
"from typing import Annotated, Any, Literal",
"from pydantic import Tag",
"from fastapi import Body",
"from pydantic import Discriminator, Tag",
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