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fix test test_provisioned_throughput

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This commit is contained in:
Ishaan Jaff
2024-06-29 19:41:05 -07:00
parent 46698ae01f
commit bad49a270d
1 changed files with 21 additions and 75 deletions
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litellm/tests/test_bedrock_completion.py
+21 -75
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@@ -25,9 +25,8 @@ from litellm import (
completion_cost,
embedding,
)
from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
from litellm.llms.bedrock_httpx import BedrockLLM
from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
# litellm.num_retries = 3
litellm.cache = None
@@ -218,6 +217,7 @@ def test_completion_bedrock_claude_sts_client_auth():
except Exception as e:
pytest.fail(f"Error occurred: {e}")
@pytest.fixture()
def bedrock_session_token_creds():
print("\ncalling oidc auto to get aws_session_token credentials")
@@ -231,15 +231,17 @@ def bedrock_session_token_creds():
# For local testing
creds = bllm.get_credentials(
aws_region_name=aws_region_name,
aws_access_key_id=os.environ['AWS_ACCESS_KEY_ID'],
aws_secret_access_key=os.environ['AWS_SECRET_ACCESS_KEY'],
aws_session_token=aws_session_token
aws_access_key_id=os.environ["AWS_ACCESS_KEY_ID"],
aws_secret_access_key=os.environ["AWS_SECRET_ACCESS_KEY"],
aws_session_token=aws_session_token,
)
else:
# For circle-ci testing
# aws_role_name = os.environ["AWS_TEMP_ROLE_NAME"]
# TODO: This is using ai.moda's IAM role, we should use LiteLLM's IAM role eventually
aws_role_name = "arn:aws:iam::335785316107:role/litellm-github-unit-tests-circleci"
aws_role_name = (
"arn:aws:iam::335785316107:role/litellm-github-unit-tests-circleci"
)
aws_web_identity_token = "oidc/circleci_v2/"
creds = bllm.get_credentials(
@@ -250,8 +252,10 @@ def bedrock_session_token_creds():
)
return creds
def process_stream_response(res, messages):
import types
if isinstance(res, litellm.utils.CustomStreamWrapper):
chunks = []
for part in res:
@@ -261,17 +265,19 @@ def process_stream_response(res, messages):
res = litellm.stream_chunk_builder(chunks, messages=messages)
else:
raise ValueError("Response object is not a streaming response")
return res
@pytest.mark.skipif(
os.environ.get("CIRCLE_OIDC_TOKEN_V2") is None,
reason="Cannot run without being in CircleCI Runner",
)
def test_completion_bedrock_claude_aws_session_token(bedrock_session_token_creds):
print("\ncalling bedrock claude with aws_session_token auth")
import os
aws_region_name = os.environ["AWS_REGION_NAME"]
aws_access_key_id = bedrock_session_token_creds.access_key
aws_secret_access_key = bedrock_session_token_creds.secret_key
@@ -334,7 +340,7 @@ def test_completion_bedrock_claude_aws_session_token(bedrock_session_token_creds
aws_access_key_id=aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
aws_session_token=aws_session_token,
stream=True
stream=True,
)
response_4 = process_stream_response(response_4, messages)
print(response_4)
@@ -346,14 +352,16 @@ def test_completion_bedrock_claude_aws_session_token(bedrock_session_token_creds
except Exception as e:
pytest.fail(f"Error occurred: {e}")
@pytest.mark.skipif(
os.environ.get("CIRCLE_OIDC_TOKEN_V2") is None,
reason="Cannot run without being in CircleCI Runner",
)
def test_completion_bedrock_claude_aws_bedrock_client(bedrock_session_token_creds):
print("\ncalling bedrock claude with aws_session_token auth")
import os
import boto3
from botocore.client import Config
@@ -368,12 +376,9 @@ def test_completion_bedrock_claude_aws_bedrock_client(bedrock_session_token_cred
aws_access_key_id=aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
aws_session_token=aws_session_token,
config= Config(
read_timeout=600
)
config=Config(read_timeout=600),
)
try:
litellm.set_verbose = True
@@ -407,9 +412,7 @@ def test_completion_bedrock_claude_aws_bedrock_client(bedrock_session_token_cred
aws_access_key_id=aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
aws_session_token=aws_session_token,
config= Config(
read_timeout=600
)
config=Config(read_timeout=600),
)
response_3 = completion(
@@ -430,21 +433,19 @@ def test_completion_bedrock_claude_aws_bedrock_client(bedrock_session_token_cred
max_tokens=6,
temperature=0.3,
aws_bedrock_client=aws_bedrock_client_east,
stream=True
stream=True,
)
response_4 = process_stream_response(response_4, messages)
print(response_4)
assert len(response_4.choices) > 0
assert len(response_4.choices[0].message.content) > 0
except RateLimitError:
pass
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test_completion_bedrock_claude_sts_client_auth()
@@ -717,61 +718,6 @@ def test_completion_claude_3_base64():
pytest.fail(f"An exception occurred - {str(e)}")
def test_provisioned_throughput():
try:
litellm.set_verbose = True
import io
import json
import botocore
import botocore.session
from botocore.stub import Stubber
bedrock_client = botocore.session.get_session().create_client(
"bedrock-runtime", region_name="us-east-1"
)
expected_params = {
"accept": "application/json",
"body": '{"prompt": "\\n\\nHuman: Hello, how are you?\\n\\nAssistant: ", '
'"max_tokens_to_sample": 256}',
"contentType": "application/json",
"modelId": "provisioned-model-arn",
}
response_from_bedrock = {
"body": io.StringIO(
json.dumps(
{
"completion": " Here is a short poem about the sky:",
"stop_reason": "max_tokens",
"stop": None,
}
)
),
"contentType": "contentType",
"ResponseMetadata": {"HTTPStatusCode": 200},
}
with Stubber(bedrock_client) as stubber:
stubber.add_response(
"invoke_model",
service_response=response_from_bedrock,
expected_params=expected_params,
)
response = litellm.completion(
model="bedrock/anthropic.claude-instant-v1",
model_id="provisioned-model-arn",
messages=[{"content": "Hello, how are you?", "role": "user"}],
aws_bedrock_client=bedrock_client,
)
print("response stubbed", response)
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test_provisioned_throughput()
def test_completion_bedrock_mistral_completion_auth():
print("calling bedrock mistral completion params auth")
import os