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Add Azure OpenAI validation tests #6401

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Add Azure OpenAI validation tests #6401

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40 changes: 40 additions & 0 deletions chromadb/test/ef/test_openai_ef.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
from chromadb.utils.embedding_functions.openai_embedding_function import (
OpenAIEmbeddingFunction,
)
from chromadb.errors import InvalidArgumentError


def test_with_embedding_dimensions() -> None:
Expand Down Expand Up @@ -36,3 +37,42 @@ def test_with_incorrect_api_key() -> None:
ef = OpenAIEmbeddingFunction(api_key="incorrect_api_key", dimensions=64)
with pytest.raises(Exception, match="Incorrect API key provided"):
ef(["hello world"])


def test_azure_requires_deployment_id() -> None:
"""Azure OpenAI should require deployment_id parameter."""
pytest.importorskip("openai", reason="openai not installed")
with pytest.raises(InvalidArgumentError, match="deployment_id must be specified"):
OpenAIEmbeddingFunction(
api_key="test_key",
api_type="azure",
api_base="https://example.openai.azure.com",
api_version="2023-05-15",
# Missing deployment_id should raise
)


def test_azure_requires_api_version() -> None:
"""Azure OpenAI should require api_version parameter."""
pytest.importorskip("openai", reason="openai not installed")
with pytest.raises(InvalidArgumentError, match="api_version must be specified"):
OpenAIEmbeddingFunction(
api_key="test_key",
api_type="azure",
api_base="https://example.openai.azure.com",
deployment_id="my-deployment",
# Missing api_version should raise
)


def test_azure_requires_api_base() -> None:
"""Azure OpenAI should require api_base parameter."""
pytest.importorskip("openai", reason="openai not installed")
with pytest.raises(InvalidArgumentError, match="api_base must be specified"):
OpenAIEmbeddingFunction(
api_key="test_key",
api_type="azure",
api_version="2023-05-15",
deployment_id="my-deployment",
# Missing api_base should raise
)