Source code for camel.verifiers.models
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
from datetime import datetime
from enum import Enum
from typing import Any, Dict, Optional
from pydantic import BaseModel, Field
[docs]
class VerificationOutcome(Enum):
r"""Enum representing the status of a verification."""
SUCCESS = "success"
FAILURE = "failure"
ERROR = "error"
TIMEOUT = "timeout"
def __bool__(self):
r"""Only VerificationOutcome.SUCCESS is truthy; others are falsy."""
return self is VerificationOutcome.SUCCESS
[docs]
class VerificationResult(BaseModel):
r"""Structured result from a verification."""
status: VerificationOutcome = Field(
description="Status of the verification"
)
result: str = Field(description="Verification result")
duration: float = Field(
default=0.0, description="Duration of verification in seconds"
)
timestamp: datetime = Field(
default_factory=datetime.now,
description="When the verification was performed",
)
metadata: Dict[str, Any] = Field(
default_factory=dict,
description="Additional metadata about the verification",
)
error_message: Optional[str] = Field(
default=None, description="Error message if verification failed"
)
[docs]
class VerifierConfig(BaseModel):
r"""Configuration for verifier behavior."""
enabled: bool = Field(True, description="Whether verification is enabled")
strict_mode: bool = Field(
False, description="Whether to fail on any validation error"
)
timeout: Optional[float] = Field(
None, description="Verification timeout in seconds"
)
max_retries: int = Field(3, description="Maximum number of retry attempts")
retry_delay: float = Field(
1.0, description="Delay between retries in seconds"
)