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chore: Add alias_generators to new Eval pydantic models
PiperOrigin-RevId: 759346603
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@ -38,7 +38,7 @@ from .utils import common
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logger = logging.getLogger(__name__)
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logger = logging.getLogger(__name__)
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class EvalMetric(BaseModel):
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class EvalMetric(common.BaseModel):
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"""A metric used to evaluate a particular aspect of an eval case."""
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"""A metric used to evaluate a particular aspect of an eval case."""
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metric_name: str
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metric_name: str
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@ -55,7 +55,7 @@ class EvalMetricResult(EvalMetric):
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eval_status: EvalStatus
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eval_status: EvalStatus
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class EvalMetricResultPerInvocation(BaseModel):
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class EvalMetricResultPerInvocation(common.BaseModel):
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"""Eval metric results per invocation."""
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"""Eval metric results per invocation."""
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actual_invocation: Invocation
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actual_invocation: Invocation
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@ -16,11 +16,20 @@
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from typing import Any, Optional, Tuple
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from typing import Any, Optional, Tuple
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from google.genai import types as genai_types
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from google.genai import types as genai_types
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from pydantic import alias_generators
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from pydantic import BaseModel
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from pydantic import BaseModel
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from pydantic import ConfigDict
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from pydantic import Field
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from pydantic import Field
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class IntermediateData(BaseModel):
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class EvalBaseModel(BaseModel):
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model_config = ConfigDict(
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alias_generator=alias_generators.to_camel,
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populate_by_name=True,
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)
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class IntermediateData(EvalBaseModel):
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"""Container for intermediate data that an agent would generate as it responds with a final answer."""
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"""Container for intermediate data that an agent would generate as it responds with a final answer."""
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tool_uses: list[genai_types.FunctionCall] = []
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tool_uses: list[genai_types.FunctionCall] = []
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@ -38,7 +47,7 @@ class IntermediateData(BaseModel):
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"""
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"""
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class Invocation(BaseModel):
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class Invocation(EvalBaseModel):
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"""Represents a single invocation."""
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"""Represents a single invocation."""
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invocation_id: str = ''
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invocation_id: str = ''
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@ -61,7 +70,7 @@ class Invocation(BaseModel):
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"""Timestamp for the current invocation, primarily intended for debugging purposes."""
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"""Timestamp for the current invocation, primarily intended for debugging purposes."""
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class SessionInput(BaseModel):
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class SessionInput(EvalBaseModel):
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"""Values that help initialize a Session."""
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"""Values that help initialize a Session."""
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app_name: str
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app_name: str
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@ -74,7 +83,7 @@ class SessionInput(BaseModel):
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"""The state of the session."""
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"""The state of the session."""
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class EvalCase(BaseModel):
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class EvalCase(EvalBaseModel):
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"""An eval case."""
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"""An eval case."""
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eval_id: str
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eval_id: str
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