two version of R2R are here HEAD master

1 files changed, 196 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/litellm/integrations/s3.py b/.venv/lib/python3.12/site-packages/litellm/integrations/s3.py
new file mode 100644
index 00000000..4a0c2735
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/litellm/integrations/s3.py
@@ -0,0 +1,196 @@
+#### What this does ####
+#    On success + failure, log events to Supabase
+
+from datetime import datetime
+from typing import Optional, cast
+
+import litellm
+from litellm._logging import print_verbose, verbose_logger
+from litellm.types.utils import StandardLoggingPayload
+
+
+class S3Logger:
+    # Class variables or attributes
+    def __init__(
+        self,
+        s3_bucket_name=None,
+        s3_path=None,
+        s3_region_name=None,
+        s3_api_version=None,
+        s3_use_ssl=True,
+        s3_verify=None,
+        s3_endpoint_url=None,
+        s3_aws_access_key_id=None,
+        s3_aws_secret_access_key=None,
+        s3_aws_session_token=None,
+        s3_config=None,
+        **kwargs,
+    ):
+        import boto3
+
+        try:
+            verbose_logger.debug(
+                f"in init s3 logger - s3_callback_params {litellm.s3_callback_params}"
+            )
+
+            s3_use_team_prefix = False
+
+            if litellm.s3_callback_params is not None:
+                # read in .env variables - example os.environ/AWS_BUCKET_NAME
+                for key, value in litellm.s3_callback_params.items():
+                    if type(value) is str and value.startswith("os.environ/"):
+                        litellm.s3_callback_params[key] = litellm.get_secret(value)
+                # now set s3 params from litellm.s3_logger_params
+                s3_bucket_name = litellm.s3_callback_params.get("s3_bucket_name")
+                s3_region_name = litellm.s3_callback_params.get("s3_region_name")
+                s3_api_version = litellm.s3_callback_params.get("s3_api_version")
+                s3_use_ssl = litellm.s3_callback_params.get("s3_use_ssl", True)
+                s3_verify = litellm.s3_callback_params.get("s3_verify")
+                s3_endpoint_url = litellm.s3_callback_params.get("s3_endpoint_url")
+                s3_aws_access_key_id = litellm.s3_callback_params.get(
+                    "s3_aws_access_key_id"
+                )
+                s3_aws_secret_access_key = litellm.s3_callback_params.get(
+                    "s3_aws_secret_access_key"
+                )
+                s3_aws_session_token = litellm.s3_callback_params.get(
+                    "s3_aws_session_token"
+                )
+                s3_config = litellm.s3_callback_params.get("s3_config")
+                s3_path = litellm.s3_callback_params.get("s3_path")
+                # done reading litellm.s3_callback_params
+                s3_use_team_prefix = bool(
+                    litellm.s3_callback_params.get("s3_use_team_prefix", False)
+                )
+            self.s3_use_team_prefix = s3_use_team_prefix
+            self.bucket_name = s3_bucket_name
+            self.s3_path = s3_path
+            verbose_logger.debug(f"s3 logger using endpoint url {s3_endpoint_url}")
+            # Create an S3 client with custom endpoint URL
+            self.s3_client = boto3.client(
+                "s3",
+                region_name=s3_region_name,
+                endpoint_url=s3_endpoint_url,
+                api_version=s3_api_version,
+                use_ssl=s3_use_ssl,
+                verify=s3_verify,
+                aws_access_key_id=s3_aws_access_key_id,
+                aws_secret_access_key=s3_aws_secret_access_key,
+                aws_session_token=s3_aws_session_token,
+                config=s3_config,
+                **kwargs,
+            )
+        except Exception as e:
+            print_verbose(f"Got exception on init s3 client {str(e)}")
+            raise e
+
+    async def _async_log_event(
+        self, kwargs, response_obj, start_time, end_time, print_verbose
+    ):
+        self.log_event(kwargs, response_obj, start_time, end_time, print_verbose)
+
+    def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose):
+        try:
+            verbose_logger.debug(
+                f"s3 Logging - Enters logging function for model {kwargs}"
+            )
+
+            # construct payload to send to s3
+            # follows the same params as langfuse.py
+            litellm_params = kwargs.get("litellm_params", {})
+            metadata = (
+                litellm_params.get("metadata", {}) or {}
+            )  # if litellm_params['metadata'] == None
+
+            # Clean Metadata before logging - never log raw metadata
+            # the raw metadata can contain circular references which leads to infinite recursion
+            # we clean out all extra litellm metadata params before logging
+            clean_metadata = {}
+            if isinstance(metadata, dict):
+                for key, value in metadata.items():
+                    # clean litellm metadata before logging
+                    if key in [
+                        "headers",
+                        "endpoint",
+                        "caching_groups",
+                        "previous_models",
+                    ]:
+                        continue
+                    else:
+                        clean_metadata[key] = value
+
+            # Ensure everything in the payload is converted to str
+            payload: Optional[StandardLoggingPayload] = cast(
+                Optional[StandardLoggingPayload],
+                kwargs.get("standard_logging_object", None),
+            )
+
+            if payload is None:
+                return
+
+            team_alias = payload["metadata"].get("user_api_key_team_alias")
+
+            team_alias_prefix = ""
+            if (
+                litellm.enable_preview_features
+                and self.s3_use_team_prefix
+                and team_alias is not None
+            ):
+                team_alias_prefix = f"{team_alias}/"
+
+            s3_file_name = litellm.utils.get_logging_id(start_time, payload) or ""
+            s3_object_key = get_s3_object_key(
+                cast(Optional[str], self.s3_path) or "",
+                team_alias_prefix,
+                start_time,
+                s3_file_name,
+            )
+
+            s3_object_download_filename = (
+                "time-"
+                + start_time.strftime("%Y-%m-%dT%H-%M-%S-%f")
+                + "_"
+                + payload["id"]
+                + ".json"
+            )
+
+            import json
+
+            payload_str = json.dumps(payload)
+
+            print_verbose(f"\ns3 Logger - Logging payload = {payload_str}")
+
+            response = self.s3_client.put_object(
+                Bucket=self.bucket_name,
+                Key=s3_object_key,
+                Body=payload_str,
+                ContentType="application/json",
+                ContentLanguage="en",
+                ContentDisposition=f'inline; filename="{s3_object_download_filename}"',
+                CacheControl="private, immutable, max-age=31536000, s-maxage=0",
+            )
+
+            print_verbose(f"Response from s3:{str(response)}")
+
+            print_verbose(f"s3 Layer Logging - final response object: {response_obj}")
+            return response
+        except Exception as e:
+            verbose_logger.exception(f"s3 Layer Error - {str(e)}")
+            pass
+
+
+def get_s3_object_key(
+    s3_path: str,
+    team_alias_prefix: str,
+    start_time: datetime,
+    s3_file_name: str,
+) -> str:
+    s3_object_key = (
+        (s3_path.rstrip("/") + "/" if s3_path else "")
+        + team_alias_prefix
+        + start_time.strftime("%Y-%m-%d")
+        + "/"
+        + s3_file_name
+    )  # we need the s3 key to include the time, so we log cache hits too
+    s3_object_key += ".json"
+    return s3_object_key