two version of R2R are here HEAD master

1 files changed, 71 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/litellm/router_utils/get_retry_from_policy.py b/.venv/lib/python3.12/site-packages/litellm/router_utils/get_retry_from_policy.py
new file mode 100644
index 00000000..48df43ef
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/litellm/router_utils/get_retry_from_policy.py
@@ -0,0 +1,71 @@
+"""
+Get num retries for an exception. 
+
+- Account for retry policy by exception type.
+"""
+
+from typing import Dict, Optional, Union
+
+from litellm.exceptions import (
+    AuthenticationError,
+    BadRequestError,
+    ContentPolicyViolationError,
+    RateLimitError,
+    Timeout,
+)
+from litellm.types.router import RetryPolicy
+
+
+def get_num_retries_from_retry_policy(
+    exception: Exception,
+    retry_policy: Optional[Union[RetryPolicy, dict]] = None,
+    model_group: Optional[str] = None,
+    model_group_retry_policy: Optional[Dict[str, RetryPolicy]] = None,
+):
+    """
+    BadRequestErrorRetries: Optional[int] = None
+    AuthenticationErrorRetries: Optional[int] = None
+    TimeoutErrorRetries: Optional[int] = None
+    RateLimitErrorRetries: Optional[int] = None
+    ContentPolicyViolationErrorRetries: Optional[int] = None
+    """
+    # if we can find the exception then in the retry policy -> return the number of retries
+
+    if (
+        model_group_retry_policy is not None
+        and model_group is not None
+        and model_group in model_group_retry_policy
+    ):
+        retry_policy = model_group_retry_policy.get(model_group, None)  # type: ignore
+
+    if retry_policy is None:
+        return None
+    if isinstance(retry_policy, dict):
+        retry_policy = RetryPolicy(**retry_policy)
+
+    if (
+        isinstance(exception, BadRequestError)
+        and retry_policy.BadRequestErrorRetries is not None
+    ):
+        return retry_policy.BadRequestErrorRetries
+    if (
+        isinstance(exception, AuthenticationError)
+        and retry_policy.AuthenticationErrorRetries is not None
+    ):
+        return retry_policy.AuthenticationErrorRetries
+    if isinstance(exception, Timeout) and retry_policy.TimeoutErrorRetries is not None:
+        return retry_policy.TimeoutErrorRetries
+    if (
+        isinstance(exception, RateLimitError)
+        and retry_policy.RateLimitErrorRetries is not None
+    ):
+        return retry_policy.RateLimitErrorRetries
+    if (
+        isinstance(exception, ContentPolicyViolationError)
+        and retry_policy.ContentPolicyViolationErrorRetries is not None
+    ):
+        return retry_policy.ContentPolicyViolationErrorRetries
+
+
+def reset_retry_policy() -> RetryPolicy:
+    return RetryPolicy()