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https://github.com/BerriAI/litellm.git
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refactor: add black formatting
This commit is contained in:
Krrish Dholakia
parent
b87d630b0a
commit
4905929de3
156 changed files with 19723 additions and 10869 deletions
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@ -1,6 +1,7 @@
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import requests, traceback, json, os
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import types
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class LiteDebugger:
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user_email = None
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dashboard_url = None
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@ -12,9 +13,15 @@ class LiteDebugger:
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def validate_environment(self, email):
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try:
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self.user_email = (email or os.getenv("LITELLM_TOKEN") or os.getenv("LITELLM_EMAIL"))
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if self.user_email == None: # if users are trying to use_client=True but token not set
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raise ValueError("litellm.use_client = True but no token or email passed. Please set it in litellm.token")
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self.user_email = (
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email or os.getenv("LITELLM_TOKEN") or os.getenv("LITELLM_EMAIL")
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)
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if (
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self.user_email == None
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): # if users are trying to use_client=True but token not set
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raise ValueError(
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"litellm.use_client = True but no token or email passed. Please set it in litellm.token"
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)
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self.dashboard_url = "https://admin.litellm.ai/" + self.user_email
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try:
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print(
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@ -42,7 +49,9 @@ class LiteDebugger:
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litellm_params,
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optional_params,
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):
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print_verbose(f"LiteDebugger: Pre-API Call Logging for call id {litellm_call_id}")
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print_verbose(
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f"LiteDebugger: Pre-API Call Logging for call id {litellm_call_id}"
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)
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try:
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print_verbose(
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f"LiteLLMDebugger: Logging - Enters input logging function for model {model}"
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@ -56,7 +65,11 @@ class LiteDebugger:
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updated_litellm_params = remove_key_value(litellm_params, "logger_fn")
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if call_type == "embedding":
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for message in messages: # assuming the input is a list as required by the embedding function
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for (
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message
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) in (
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messages
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): # assuming the input is a list as required by the embedding function
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litellm_data_obj = {
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"model": model,
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"messages": [{"role": "user", "content": message}],
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@ -79,7 +92,9 @@ class LiteDebugger:
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elif call_type == "completion":
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litellm_data_obj = {
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"model": model,
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"messages": messages if isinstance(messages, list) else [{"role": "user", "content": messages}],
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"messages": messages
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if isinstance(messages, list)
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else [{"role": "user", "content": messages}],
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"end_user": end_user,
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"status": "initiated",
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"litellm_call_id": litellm_call_id,
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@ -95,20 +110,30 @@ class LiteDebugger:
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headers={"content-type": "application/json"},
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data=json.dumps(litellm_data_obj),
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)
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print_verbose(f"LiteDebugger: completion api response - {response.text}")
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print_verbose(
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f"LiteDebugger: completion api response - {response.text}"
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)
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except:
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print_verbose(
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f"[Non-Blocking Error] LiteDebugger: Logging Error - {traceback.format_exc()}"
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)
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pass
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def post_call_log_event(self, original_response, litellm_call_id, print_verbose, call_type, stream):
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print_verbose(f"LiteDebugger: Post-API Call Logging for call id {litellm_call_id}")
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def post_call_log_event(
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self, original_response, litellm_call_id, print_verbose, call_type, stream
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):
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print_verbose(
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f"LiteDebugger: Post-API Call Logging for call id {litellm_call_id}"
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)
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try:
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if call_type == "embedding":
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litellm_data_obj = {
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"status": "received",
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"additional_details": {"original_response": str(original_response["data"][0]["embedding"][:5])}, # don't store the entire vector
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"additional_details": {
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"original_response": str(
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original_response["data"][0]["embedding"][:5]
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)
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}, # don't store the entire vector
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"litellm_call_id": litellm_call_id,
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"user_email": self.user_email,
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}
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@ -122,7 +147,11 @@ class LiteDebugger:
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elif call_type == "completion" and stream:
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litellm_data_obj = {
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"status": "received",
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"additional_details": {"original_response": "Streamed response" if isinstance(original_response, types.GeneratorType) else original_response},
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"additional_details": {
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"original_response": "Streamed response"
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if isinstance(original_response, types.GeneratorType)
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else original_response
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},
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"litellm_call_id": litellm_call_id,
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"user_email": self.user_email,
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}
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@ -146,10 +175,12 @@ class LiteDebugger:
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end_time,
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litellm_call_id,
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print_verbose,
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call_type,
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stream = False
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call_type,
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stream=False,
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):
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print_verbose(f"LiteDebugger: Success/Failure Call Logging for call id {litellm_call_id}")
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print_verbose(
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f"LiteDebugger: Success/Failure Call Logging for call id {litellm_call_id}"
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)
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try:
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print_verbose(
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f"LiteLLMDebugger: Success/Failure Logging - Enters handler logging function for function {call_type} and stream set to {stream} with response object {response_obj}"
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@ -186,7 +217,7 @@ class LiteDebugger:
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data=json.dumps(litellm_data_obj),
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)
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elif call_type == "completion" and stream == True:
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if len(response_obj["content"]) > 0: # don't log the empty strings
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if len(response_obj["content"]) > 0: # don't log the empty strings
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litellm_data_obj = {
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"response_time": response_time,
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"total_cost": total_cost,
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