mirror of
https://github.com/BerriAI/litellm.git
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198 lines
5.7 KiB
Python
198 lines
5.7 KiB
Python
from __future__ import annotations
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from collections.abc import Iterable
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from dataclasses import dataclass, field
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from enum import Enum
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from pathlib import Path
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from time import monotonic
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from typing import TYPE_CHECKING, Final, Literal, TypeAlias
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from typing_extensions import assert_never
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if TYPE_CHECKING:
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from .strategy import CaseSpec, StrategyDefinition
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class Coverage(str, Enum):
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COMPLETE = "complete"
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PARTIAL = "partial"
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class CaseDisposition(str, Enum):
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RUNNABLE = "runnable"
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NOT_IMPLEMENTED = "not_implemented"
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SKIPPED = "skipped"
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class RunStatus(str, Enum):
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NOT_RUN = "not_run"
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QUEUED = "queued"
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RUNNING = "running"
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PASSED = "passed"
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FAILED = "failed"
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SKIPPED = "skipped"
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ERROR = "error"
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MISSING = "missing"
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NOT_IMPLEMENTED = "not_implemented"
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SdkFunction: TypeAlias = Literal["ocr", "messages", "responses", "count_tokens", "chat_completions", "transcription"]
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Surface: TypeAlias = Literal["sdk", "gateway"]
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SURFACES: Final[tuple[Surface, ...]] = ("sdk", "gateway")
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SDK_FUNCTIONS: Final[tuple[SdkFunction, ...]] = (
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"ocr",
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"messages",
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"responses",
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"count_tokens",
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"chat_completions",
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"transcription",
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)
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@dataclass(frozen=True)
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class HarnessCase:
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strategy_id: str
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strategy_label: str
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sdk_function: SdkFunction
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spec: CaseSpec
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surface: Surface | None = None
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@property
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def key(self) -> str:
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return (
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f"{self.strategy_id}:{self.sdk_function}"
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if self.surface in {None, "sdk"}
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else f"{self.strategy_id}:gateway:{self.sdk_function}"
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)
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@property
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def display_name(self) -> str:
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return self.sdk_function if self.surface is None else f"{self.surface}/{self.sdk_function}"
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@property
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def coverage(self) -> Coverage | None:
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return self.spec.coverage
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@dataclass(frozen=True)
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class Strategy:
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order: int
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id: str
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label: str
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description: str
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directory: Path
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cases: tuple[HarnessCase, ...]
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definition: StrategyDefinition
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@dataclass
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class CaseResult:
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case: HarnessCase
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status: RunStatus = RunStatus.NOT_RUN
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collected: set[str] = field(default_factory=set)
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completed: set[str] = field(default_factory=set)
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passed: int = 0
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failed: int = 0
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skipped: int = 0
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errors: int = 0
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outcomes: dict[str, RunStatus] = field(default_factory=dict)
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durations: dict[str, float] = field(default_factory=dict)
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artifacts: dict[str, tuple[ResultArtifact, ...]] = field(default_factory=dict)
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@property
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def total(self) -> int:
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return len(self.collected)
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@property
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def duration(self) -> float:
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return sum(self.durations.values())
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def record(
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self,
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nodeid: str,
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status: RunStatus,
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duration: float = 0.0,
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artifacts: tuple[ResultArtifact, ...] = (),
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) -> None:
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"""Record a terminal outcome, allowing teardown errors to replace a pass."""
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self.outcomes[nodeid] = status
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self.add_duration(nodeid, duration)
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if artifacts:
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self.artifacts[nodeid] = artifacts
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self.completed = set(self.outcomes)
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values = tuple(self.outcomes.values())
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self.passed = values.count(RunStatus.PASSED)
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self.failed = values.count(RunStatus.FAILED)
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self.skipped = values.count(RunStatus.SKIPPED)
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self.errors = values.count(RunStatus.ERROR)
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self.finalize()
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def add_duration(self, nodeid: str, duration: float) -> None:
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self.durations[nodeid] = self.durations.get(nodeid, 0.0) + duration
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def set_initial_status(self) -> None:
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disposition: Final = self.case.spec.disposition
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match disposition:
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case CaseDisposition.RUNNABLE:
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self.status = RunStatus.QUEUED
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return
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case CaseDisposition.NOT_IMPLEMENTED:
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self.status = RunStatus.NOT_IMPLEMENTED
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return
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case CaseDisposition.SKIPPED:
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self.status = RunStatus.SKIPPED
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return
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assert_never(disposition)
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def finalize(self) -> None:
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if self.status in {RunStatus.NOT_IMPLEMENTED, RunStatus.SKIPPED} and not self.collected:
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return
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if not self.collected:
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self.status = RunStatus.MISSING
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elif self.errors:
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self.status = RunStatus.ERROR
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elif self.failed:
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self.status = RunStatus.FAILED
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elif self.passed and len(self.completed) == len(self.collected):
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self.status = RunStatus.PASSED
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elif self.skipped and len(self.completed) == len(self.collected):
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self.status = RunStatus.SKIPPED
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@dataclass(frozen=True, slots=True)
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class ResultArtifact:
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kind: str
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body: str
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@dataclass
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class HarnessRun:
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results: dict[str, CaseResult]
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current_nodeid: str | None = None
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failures: list[tuple[str, str]] = field(default_factory=list)
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strategy_durations: dict[str, float] = field(default_factory=dict)
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started_at: float = field(default_factory=monotonic)
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finished_at: float | None = None
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@property
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def duration(self) -> float:
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return (self.finished_at or monotonic()) - self.started_at
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@property
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def unique_checks(self) -> int:
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return len(
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{nodeid for result in self.results.values() for nodeid in result.collected}
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)
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@property
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def completed_checks(self) -> int:
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return len(
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{nodeid for result in self.results.values() for nodeid in result.completed}
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)
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@classmethod
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def from_cases(cls, cases: Iterable[HarnessCase]) -> HarnessRun:
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results = {case.key: CaseResult(case=case) for case in cases}
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for result in results.values():
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result.set_initial_status()
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return cls(results=results)
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