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https://github.com/BerriAI/litellm.git
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* refactor(bedrock): initial commit to refactor bedrock to a folder Improve code readability + maintainability * refactor: more refactor work * fix: fix imports * feat(bedrock/embeddings.py): support translating embedding into amazon embedding formats * fix: fix linting errors * test: skip test on end of life model * fix(cohere/embed.py): fix linting error * fix(cohere/embed.py): fix typing * fix(cohere/embed.py): fix post-call logging for cohere embedding call * test(test_embeddings.py): fix error message assertion in test
191 lines
5.9 KiB
Python
191 lines
5.9 KiB
Python
import os
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import sys
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import time
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import traceback
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import uuid
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from dotenv import load_dotenv
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load_dotenv()
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import os
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import tempfile
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from uuid import uuid4
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sys.path.insert(
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0, os.path.abspath("../..")
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) # Adds the parent directory to the system path
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import pytest
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from litellm import get_secret
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from litellm.llms.azure import get_azure_ad_token_from_oidc
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from litellm.llms.bedrock.chat import BedrockConverseLLM, BedrockLLM
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from litellm.proxy.secret_managers.aws_secret_manager import load_aws_secret_manager
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@pytest.mark.skip(reason="AWS Suspended Account")
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def test_aws_secret_manager():
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load_aws_secret_manager(use_aws_secret_manager=True)
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secret_val = get_secret("litellm_master_key")
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print(f"secret_val: {secret_val}")
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assert secret_val == "sk-1234"
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def redact_oidc_signature(secret_val):
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# remove the last part of `.` and replace it with "SIGNATURE_REMOVED"
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return secret_val.split(".")[:-1] + ["SIGNATURE_REMOVED"]
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@pytest.mark.skipif(
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os.environ.get("K_SERVICE") is None,
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reason="Cannot run without being in GCP Cloud Run",
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)
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def test_oidc_google():
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secret_val = get_secret(
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"oidc/google/https://bedrock-runtime.us-east-1.amazonaws.com/model/amazon.titan-text-express-v1/invoke"
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)
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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@pytest.mark.skipif(
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os.environ.get("ACTIONS_ID_TOKEN_REQUEST_TOKEN") is None,
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reason="Cannot run without being in GitHub Actions",
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)
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def test_oidc_github():
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secret_val = get_secret(
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"oidc/github/https://bedrock-runtime.us-east-1.amazonaws.com/model/amazon.titan-text-express-v1/invoke"
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)
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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@pytest.mark.skipif(
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os.environ.get("CIRCLE_OIDC_TOKEN") is None,
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reason="Cannot run without being in CircleCI Runner",
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)
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def test_oidc_circleci():
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secret_val = get_secret("oidc/circleci/")
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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@pytest.mark.skipif(
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os.environ.get("CIRCLE_OIDC_TOKEN_V2") is None,
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reason="Cannot run without being in CircleCI Runner",
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)
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def test_oidc_circleci_v2():
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secret_val = get_secret(
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"oidc/circleci_v2/https://bedrock-runtime.us-east-1.amazonaws.com/model/amazon.titan-text-express-v1/invoke"
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)
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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@pytest.mark.skipif(
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os.environ.get("CIRCLE_OIDC_TOKEN") is None,
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reason="Cannot run without being in CircleCI Runner",
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)
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def test_oidc_circleci_with_azure():
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# TODO: Switch to our own Azure account, currently using ai.moda's account
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os.environ["AZURE_TENANT_ID"] = "17c0a27a-1246-4aa1-a3b6-d294e80e783c"
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os.environ["AZURE_CLIENT_ID"] = "4faf5422-b2bd-45e8-a6d7-46543a38acd0"
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azure_ad_token = get_azure_ad_token_from_oidc("oidc/circleci/")
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print(f"secret_val: {redact_oidc_signature(azure_ad_token)}")
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@pytest.mark.skipif(
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os.environ.get("CIRCLE_OIDC_TOKEN") is None,
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reason="Cannot run without being in CircleCI Runner",
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)
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def test_oidc_circle_v1_with_amazon():
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# The purpose of this test is to get logs using the older v1 of the CircleCI OIDC token
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# TODO: This is using ai.moda's IAM role, we should use LiteLLM's IAM role eventually
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aws_role_name = "arn:aws:iam::335785316107:role/litellm-github-unit-tests-circleci-v1-assume-only"
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aws_web_identity_token = "oidc/circleci/"
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bllm = BedrockLLM()
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creds = bllm.get_credentials(
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aws_region_name="ca-west-1",
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aws_web_identity_token=aws_web_identity_token,
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aws_role_name=aws_role_name,
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aws_session_name="assume-v1-session",
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)
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@pytest.mark.skipif(
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os.environ.get("CIRCLE_OIDC_TOKEN") is None,
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reason="Cannot run without being in CircleCI Runner",
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)
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def test_oidc_circle_v1_with_amazon_fips():
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# The purpose of this test is to validate that we can assume a role in a FIPS region
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# TODO: This is using ai.moda's IAM role, we should use LiteLLM's IAM role eventually
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aws_role_name = "arn:aws:iam::335785316107:role/litellm-github-unit-tests-circleci-v1-assume-only"
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aws_web_identity_token = "oidc/circleci/"
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bllm = BedrockConverseLLM()
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creds = bllm.get_credentials(
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aws_region_name="us-west-1",
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aws_web_identity_token=aws_web_identity_token,
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aws_role_name=aws_role_name,
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aws_session_name="assume-v1-session-fips",
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aws_sts_endpoint="https://sts-fips.us-west-1.amazonaws.com",
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)
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def test_oidc_env_variable():
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# Create a unique environment variable name
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env_var_name = "OIDC_TEST_PATH_" + uuid4().hex
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os.environ[env_var_name] = "secret-" + uuid4().hex
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secret_val = get_secret(f"oidc/env/{env_var_name}")
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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assert secret_val == os.environ[env_var_name]
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# now unset the environment variable
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del os.environ[env_var_name]
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def test_oidc_file():
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# Create a temporary file
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with tempfile.NamedTemporaryFile(mode="w+") as temp_file:
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secret_value = "secret-" + uuid4().hex
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temp_file.write(secret_value)
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temp_file.flush()
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temp_file_path = temp_file.name
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secret_val = get_secret(f"oidc/file/{temp_file_path}")
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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assert secret_val == secret_value
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def test_oidc_env_path():
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# Create a temporary file
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with tempfile.NamedTemporaryFile(mode="w+") as temp_file:
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secret_value = "secret-" + uuid4().hex
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temp_file.write(secret_value)
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temp_file.flush()
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temp_file_path = temp_file.name
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# Create a unique environment variable name
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env_var_name = "OIDC_TEST_PATH_" + uuid4().hex
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# Set the environment variable to the temporary file path
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os.environ[env_var_name] = temp_file_path
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# Test getting the secret using the environment variable
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secret_val = get_secret(f"oidc/env_path/{env_var_name}")
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print(f"secret_val: {redact_oidc_signature(secret_val)}")
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assert secret_val == secret_value
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del os.environ[env_var_name]
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