test3 / litellm /llms /azure /image_edit /transformation.py
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from typing import Optional, cast
import httpx
import litellm
from litellm.llms.openai.image_edit.transformation import OpenAIImageEditConfig
from litellm.secret_managers.main import get_secret_str
from litellm.utils import _add_path_to_api_base
class AzureImageEditConfig(OpenAIImageEditConfig):
def validate_environment(
self,
headers: dict,
model: str,
api_key: Optional[str] = None,
) -> dict:
api_key = (
api_key
or litellm.api_key
or litellm.azure_key
or get_secret_str("AZURE_OPENAI_API_KEY")
or get_secret_str("AZURE_API_KEY")
)
headers.update(
{
"Authorization": f"Bearer {api_key}",
}
)
return headers
def get_complete_url(
self,
model: str,
api_base: Optional[str],
litellm_params: dict,
) -> str:
"""
Constructs a complete URL for the API request.
Args:
- api_base: Base URL, e.g.,
"https://litellm8397336933.openai.azure.com"
OR
"https://litellm8397336933.openai.azure.com/openai/deployments/<deployment_name>/images/edits?api-version=2024-05-01-preview"
- model: Model name (deployment name).
- litellm_params: Additional query parameters, including "api_version".
Returns:
- A complete URL string, e.g.,
"https://litellm8397336933.openai.azure.com/openai/deployments/<deployment_name>/images/edits?api-version=2024-05-01-preview"
"""
api_base = api_base or litellm.api_base or get_secret_str("AZURE_API_BASE")
if api_base is None:
raise ValueError(
f"api_base is required for Azure AI Studio. Please set the api_base parameter. Passed `api_base={api_base}`"
)
original_url = httpx.URL(api_base)
# Extract api_version or use default
api_version = cast(Optional[str], litellm_params.get("api_version"))
# Create a new dictionary with existing params
query_params = dict(original_url.params)
# Add api_version if needed
if "api-version" not in query_params and api_version:
query_params["api-version"] = api_version
# Add the path to the base URL using the model as deployment name
if "/openai/deployments/" not in api_base:
new_url = _add_path_to_api_base(
api_base=api_base,
ending_path=f"/openai/deployments/{model}/images/edits",
)
else:
new_url = api_base
# Use the new query_params dictionary
final_url = httpx.URL(new_url).copy_with(params=query_params)
return str(final_url)