two version of R2R are here HEAD master

1 files changed, 325 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/litellm/_redis.py b/.venv/lib/python3.12/site-packages/litellm/_redis.py
new file mode 100644
index 00000000..5b2f85b1
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+++ b/.venv/lib/python3.12/site-packages/litellm/_redis.py
@@ -0,0 +1,325 @@
+# +-----------------------------------------------+
+# |                                               |
+# |           Give Feedback / Get Help            |
+# | https://github.com/BerriAI/litellm/issues/new |
+# |                                               |
+# +-----------------------------------------------+
+#
+#  Thank you users! We ❤️ you! - Krrish & Ishaan
+
+import inspect
+import json
+
+# s/o [@Frank Colson](https://www.linkedin.com/in/frank-colson-422b9b183/) for this redis implementation
+import os
+from typing import List, Optional, Union
+
+import redis  # type: ignore
+import redis.asyncio as async_redis  # type: ignore
+
+from litellm import get_secret, get_secret_str
+
+from ._logging import verbose_logger
+
+
+def _get_redis_kwargs():
+    arg_spec = inspect.getfullargspec(redis.Redis)
+
+    # Only allow primitive arguments
+    exclude_args = {
+        "self",
+        "connection_pool",
+        "retry",
+    }
+
+    include_args = ["url"]
+
+    available_args = [x for x in arg_spec.args if x not in exclude_args] + include_args
+
+    return available_args
+
+
+def _get_redis_url_kwargs(client=None):
+    if client is None:
+        client = redis.Redis.from_url
+    arg_spec = inspect.getfullargspec(redis.Redis.from_url)
+
+    # Only allow primitive arguments
+    exclude_args = {
+        "self",
+        "connection_pool",
+        "retry",
+    }
+
+    include_args = ["url"]
+
+    available_args = [x for x in arg_spec.args if x not in exclude_args] + include_args
+
+    return available_args
+
+
+def _get_redis_cluster_kwargs(client=None):
+    if client is None:
+        client = redis.Redis.from_url
+    arg_spec = inspect.getfullargspec(redis.RedisCluster)
+
+    # Only allow primitive arguments
+    exclude_args = {"self", "connection_pool", "retry", "host", "port", "startup_nodes"}
+
+    available_args = [x for x in arg_spec.args if x not in exclude_args]
+    available_args.append("password")
+    available_args.append("username")
+    available_args.append("ssl")
+
+    return available_args
+
+
+def _get_redis_env_kwarg_mapping():
+    PREFIX = "REDIS_"
+
+    return {f"{PREFIX}{x.upper()}": x for x in _get_redis_kwargs()}
+
+
+def _redis_kwargs_from_environment():
+    mapping = _get_redis_env_kwarg_mapping()
+
+    return_dict = {}
+    for k, v in mapping.items():
+        value = get_secret(k, default_value=None)  # type: ignore
+        if value is not None:
+            return_dict[v] = value
+    return return_dict
+
+
+def get_redis_url_from_environment():
+    if "REDIS_URL" in os.environ:
+        return os.environ["REDIS_URL"]
+
+    if "REDIS_HOST" not in os.environ or "REDIS_PORT" not in os.environ:
+        raise ValueError(
+            "Either 'REDIS_URL' or both 'REDIS_HOST' and 'REDIS_PORT' must be specified for Redis."
+        )
+
+    if "REDIS_PASSWORD" in os.environ:
+        redis_password = f":{os.environ['REDIS_PASSWORD']}@"
+    else:
+        redis_password = ""
+
+    return (
+        f"redis://{redis_password}{os.environ['REDIS_HOST']}:{os.environ['REDIS_PORT']}"
+    )
+
+
+def _get_redis_client_logic(**env_overrides):
+    """
+    Common functionality across sync + async redis client implementations
+    """
+    ### check if "os.environ/<key-name>" passed in
+    for k, v in env_overrides.items():
+        if isinstance(v, str) and v.startswith("os.environ/"):
+            v = v.replace("os.environ/", "")
+            value = get_secret(v)  # type: ignore
+            env_overrides[k] = value
+
+    redis_kwargs = {
+        **_redis_kwargs_from_environment(),
+        **env_overrides,
+    }
+
+    _startup_nodes: Optional[Union[str, list]] = redis_kwargs.get("startup_nodes", None) or get_secret(  # type: ignore
+        "REDIS_CLUSTER_NODES"
+    )
+
+    if _startup_nodes is not None and isinstance(_startup_nodes, str):
+        redis_kwargs["startup_nodes"] = json.loads(_startup_nodes)
+
+    _sentinel_nodes: Optional[Union[str, list]] = redis_kwargs.get("sentinel_nodes", None) or get_secret(  # type: ignore
+        "REDIS_SENTINEL_NODES"
+    )
+
+    if _sentinel_nodes is not None and isinstance(_sentinel_nodes, str):
+        redis_kwargs["sentinel_nodes"] = json.loads(_sentinel_nodes)
+
+    _sentinel_password: Optional[str] = redis_kwargs.get(
+        "sentinel_password", None
+    ) or get_secret_str("REDIS_SENTINEL_PASSWORD")
+
+    if _sentinel_password is not None:
+        redis_kwargs["sentinel_password"] = _sentinel_password
+
+    _service_name: Optional[str] = redis_kwargs.get("service_name", None) or get_secret(  # type: ignore
+        "REDIS_SERVICE_NAME"
+    )
+
+    if _service_name is not None:
+        redis_kwargs["service_name"] = _service_name
+
+    if "url" in redis_kwargs and redis_kwargs["url"] is not None:
+        redis_kwargs.pop("host", None)
+        redis_kwargs.pop("port", None)
+        redis_kwargs.pop("db", None)
+        redis_kwargs.pop("password", None)
+    elif "startup_nodes" in redis_kwargs and redis_kwargs["startup_nodes"] is not None:
+        pass
+    elif (
+        "sentinel_nodes" in redis_kwargs and redis_kwargs["sentinel_nodes"] is not None
+    ):
+        pass
+    elif "host" not in redis_kwargs or redis_kwargs["host"] is None:
+        raise ValueError("Either 'host' or 'url' must be specified for redis.")
+
+    # litellm.print_verbose(f"redis_kwargs: {redis_kwargs}")
+    return redis_kwargs
+
+
+def init_redis_cluster(redis_kwargs) -> redis.RedisCluster:
+    _redis_cluster_nodes_in_env: Optional[str] = get_secret("REDIS_CLUSTER_NODES")  # type: ignore
+    if _redis_cluster_nodes_in_env is not None:
+        try:
+            redis_kwargs["startup_nodes"] = json.loads(_redis_cluster_nodes_in_env)
+        except json.JSONDecodeError:
+            raise ValueError(
+                "REDIS_CLUSTER_NODES environment variable is not valid JSON. Please ensure it's properly formatted."
+            )
+
+    verbose_logger.debug("init_redis_cluster: startup nodes are being initialized.")
+    from redis.cluster import ClusterNode
+
+    args = _get_redis_cluster_kwargs()
+    cluster_kwargs = {}
+    for arg in redis_kwargs:
+        if arg in args:
+            cluster_kwargs[arg] = redis_kwargs[arg]
+
+    new_startup_nodes: List[ClusterNode] = []
+
+    for item in redis_kwargs["startup_nodes"]:
+        new_startup_nodes.append(ClusterNode(**item))
+
+    redis_kwargs.pop("startup_nodes")
+    return redis.RedisCluster(startup_nodes=new_startup_nodes, **cluster_kwargs)  # type: ignore
+
+
+def _init_redis_sentinel(redis_kwargs) -> redis.Redis:
+    sentinel_nodes = redis_kwargs.get("sentinel_nodes")
+    service_name = redis_kwargs.get("service_name")
+
+    if not sentinel_nodes or not service_name:
+        raise ValueError(
+            "Both 'sentinel_nodes' and 'service_name' are required for Redis Sentinel."
+        )
+
+    verbose_logger.debug("init_redis_sentinel: sentinel nodes are being initialized.")
+
+    # Set up the Sentinel client
+    sentinel = redis.Sentinel(sentinel_nodes, socket_timeout=0.1)
+
+    # Return the master instance for the given service
+
+    return sentinel.master_for(service_name)
+
+
+def _init_async_redis_sentinel(redis_kwargs) -> async_redis.Redis:
+    sentinel_nodes = redis_kwargs.get("sentinel_nodes")
+    sentinel_password = redis_kwargs.get("sentinel_password")
+    service_name = redis_kwargs.get("service_name")
+
+    if not sentinel_nodes or not service_name:
+        raise ValueError(
+            "Both 'sentinel_nodes' and 'service_name' are required for Redis Sentinel."
+        )
+
+    verbose_logger.debug("init_redis_sentinel: sentinel nodes are being initialized.")
+
+    # Set up the Sentinel client
+    sentinel = async_redis.Sentinel(
+        sentinel_nodes,
+        socket_timeout=0.1,
+        password=sentinel_password,
+    )
+
+    # Return the master instance for the given service
+
+    return sentinel.master_for(service_name)
+
+
+def get_redis_client(**env_overrides):
+    redis_kwargs = _get_redis_client_logic(**env_overrides)
+    if "url" in redis_kwargs and redis_kwargs["url"] is not None:
+        args = _get_redis_url_kwargs()
+        url_kwargs = {}
+        for arg in redis_kwargs:
+            if arg in args:
+                url_kwargs[arg] = redis_kwargs[arg]
+
+        return redis.Redis.from_url(**url_kwargs)
+
+    if "startup_nodes" in redis_kwargs or get_secret("REDIS_CLUSTER_NODES") is not None:  # type: ignore
+        return init_redis_cluster(redis_kwargs)
+
+    # Check for Redis Sentinel
+    if "sentinel_nodes" in redis_kwargs and "service_name" in redis_kwargs:
+        return _init_redis_sentinel(redis_kwargs)
+
+    return redis.Redis(**redis_kwargs)
+
+
+def get_redis_async_client(
+    **env_overrides,
+) -> async_redis.Redis:
+    redis_kwargs = _get_redis_client_logic(**env_overrides)
+    if "url" in redis_kwargs and redis_kwargs["url"] is not None:
+        args = _get_redis_url_kwargs(client=async_redis.Redis.from_url)
+        url_kwargs = {}
+        for arg in redis_kwargs:
+            if arg in args:
+                url_kwargs[arg] = redis_kwargs[arg]
+            else:
+                verbose_logger.debug(
+                    "REDIS: ignoring argument: {}. Not an allowed async_redis.Redis.from_url arg.".format(
+                        arg
+                    )
+                )
+        return async_redis.Redis.from_url(**url_kwargs)
+
+    if "startup_nodes" in redis_kwargs:
+        from redis.cluster import ClusterNode
+
+        args = _get_redis_cluster_kwargs()
+        cluster_kwargs = {}
+        for arg in redis_kwargs:
+            if arg in args:
+                cluster_kwargs[arg] = redis_kwargs[arg]
+
+        new_startup_nodes: List[ClusterNode] = []
+
+        for item in redis_kwargs["startup_nodes"]:
+            new_startup_nodes.append(ClusterNode(**item))
+        redis_kwargs.pop("startup_nodes")
+        return async_redis.RedisCluster(
+            startup_nodes=new_startup_nodes, **cluster_kwargs  # type: ignore
+        )
+
+    # Check for Redis Sentinel
+    if "sentinel_nodes" in redis_kwargs and "service_name" in redis_kwargs:
+        return _init_async_redis_sentinel(redis_kwargs)
+
+    return async_redis.Redis(
+        **redis_kwargs,
+    )
+
+
+def get_redis_connection_pool(**env_overrides):
+    redis_kwargs = _get_redis_client_logic(**env_overrides)
+    verbose_logger.debug("get_redis_connection_pool: redis_kwargs", redis_kwargs)
+    if "url" in redis_kwargs and redis_kwargs["url"] is not None:
+        return async_redis.BlockingConnectionPool.from_url(
+            timeout=5, url=redis_kwargs["url"]
+        )
+    connection_class = async_redis.Connection
+    if "ssl" in redis_kwargs:
+        connection_class = async_redis.SSLConnection
+        redis_kwargs.pop("ssl", None)
+        redis_kwargs["connection_class"] = connection_class
+    redis_kwargs.pop("startup_nodes", None)
+    return async_redis.BlockingConnectionPool(timeout=5, **redis_kwargs)