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70 lines
2.4 KiB
Python
70 lines
2.4 KiB
Python
# Copyright (c) 2024 Microsoft Corporation.
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# Licensed under the MIT License
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"""Retry configuration."""
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from pydantic import BaseModel, ConfigDict, Field, model_validator
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from graphrag_llm.config.types import RetryType
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class RetryConfig(BaseModel):
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"""Configuration for retry behavior."""
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model_config = ConfigDict(extra="allow")
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"""Allow extra fields to support custom Retry implementations."""
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type: str = Field(
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default=RetryType.ExponentialBackoff,
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description="The type of retry strategy to use. [exponential_backoff, immediate] (default: exponential_backoff).",
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)
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max_retries: int | None = Field(
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default=None,
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description="The maximum number of retry attempts.",
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)
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base_delay: float | None = Field(
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default=None,
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description="The base delay in seconds for exponential backoff.",
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)
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jitter: bool | None = Field(
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default=None,
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description="Whether to apply jitter to the delay intervals in exponential backoff.",
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)
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max_delay: float | None = Field(
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default=None,
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description="The maximum delay in seconds between retries.",
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)
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def _validate_exponential_backoff_config(self) -> None:
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"""Validate Exponential Backoff retry configuration."""
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if self.max_retries is not None and self.max_retries <= 1:
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msg = "max_retries must be greater than 1 for Exponential Backoff retry."
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raise ValueError(msg)
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if self.base_delay is not None and self.base_delay <= 1.0:
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msg = "base_delay must be greater than 1.0 for Exponential Backoff retry."
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raise ValueError(msg)
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if self.max_delay is not None and self.max_delay <= 1:
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msg = "max_delay must be greater than 1 for Exponential Backoff retry."
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raise ValueError(msg)
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def _validate_immediate_config(self) -> None:
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"""Validate Immediate retry configuration."""
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if self.max_retries is not None and self.max_retries <= 1:
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msg = "max_retries must be greater than 1 for Immediate retry."
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raise ValueError(msg)
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@model_validator(mode="after")
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def _validate_model(self):
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"""Validate the retry configuration based on its type."""
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if self.type == RetryType.ExponentialBackoff:
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self._validate_exponential_backoff_config()
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elif self.type == RetryType.Immediate:
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self._validate_immediate_config()
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return self
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