chore: initial public snapshot for github upload
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# Container Files API
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This module provides a unified interface for container file operations across multiple LLM providers (OpenAI, Azure OpenAI, etc.).
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## Architecture
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```
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endpoints.json # Declarative endpoint definitions
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↓
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endpoint_factory.py # Auto-generates SDK functions
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↓
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container_handler.py # Generic HTTP handler
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↓
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BaseContainerConfig # Provider-specific transformations
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├── OpenAIContainerConfig
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└── AzureContainerConfig (example)
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```
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## Files Overview
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| File | Purpose |
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|------|---------|
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| `endpoints.json` | **Single source of truth** - Defines all container file endpoints |
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| `endpoint_factory.py` | Auto-generates SDK functions (`list_container_files`, etc.) |
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| `main.py` | Core container operations (create, list, retrieve, delete containers) |
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| `utils.py` | Request parameter utilities |
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## Adding a New Endpoint
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To add a new container file endpoint (e.g., `get_container_file_content`):
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### Step 1: Add to `endpoints.json`
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```json
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{
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"name": "get_container_file_content",
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"async_name": "aget_container_file_content",
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"path": "/containers/{container_id}/files/{file_id}/content",
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"method": "GET",
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"path_params": ["container_id", "file_id"],
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"query_params": [],
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"response_type": "ContainerFileContentResponse"
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}
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```
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### Step 2: Add Response Type (if new)
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In `litellm/types/containers/main.py`:
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```python
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class ContainerFileContentResponse(BaseModel):
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"""Response for file content download."""
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content: bytes
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# ... other fields
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```
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### Step 3: Register Response Type
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In `litellm/llms/custom_httpx/container_handler.py`, add to `RESPONSE_TYPES`:
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```python
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RESPONSE_TYPES = {
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# ... existing types
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"ContainerFileContentResponse": ContainerFileContentResponse,
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}
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```
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### Step 4: Update Router (one-time setup)
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In `litellm/router.py`, add the call_type to the factory_function Literal and `_init_containers_api_endpoints` condition.
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In `litellm/proxy/route_llm_request.py`, add to the route mappings and skip-model-routing lists.
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### Step 5: Update Proxy Handler Factory (if new path params)
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If your endpoint has a new combination of path parameters, add a handler in `litellm/proxy/container_endpoints/handler_factory.py`:
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```python
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elif path_params == ["container_id", "file_id", "new_param"]:
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async def handler(...):
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# handler implementation
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```
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---
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## Adding a New Provider (e.g., Azure OpenAI)
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### Step 1: Create Provider Config
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Create `litellm/llms/azure/containers/transformation.py`:
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```python
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from typing import Dict, Optional, Tuple, Any
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import httpx
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from litellm.llms.base_llm.containers.transformation import BaseContainerConfig
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from litellm.types.containers.main import (
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ContainerFileListResponse,
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ContainerFileObject,
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DeleteContainerFileResponse,
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)
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from litellm.types.router import GenericLiteLLMParams
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from litellm.secret_managers.main import get_secret_str
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class AzureContainerConfig(BaseContainerConfig):
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"""Configuration class for Azure OpenAI container API."""
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def get_supported_openai_params(self) -> list:
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return ["name", "expires_after", "file_ids", "extra_headers"]
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def map_openai_params(
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self,
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container_create_optional_params,
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drop_params: bool,
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) -> Dict:
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return dict(container_create_optional_params)
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def validate_environment(
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self,
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headers: dict,
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api_key: Optional[str] = None,
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) -> dict:
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"""Azure uses api-key header instead of Bearer token."""
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import litellm
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api_key = (
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api_key
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or litellm.azure_key
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or get_secret_str("AZURE_API_KEY")
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)
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headers["api-key"] = api_key
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return headers
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def get_complete_url(
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self,
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api_base: Optional[str],
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litellm_params: dict,
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) -> str:
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"""
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Azure format:
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https://{resource}.openai.azure.com/openai/containers?api-version=2024-xx
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"""
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if api_base is None:
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raise ValueError("api_base is required for Azure")
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api_version = litellm_params.get("api_version", "2024-02-15-preview")
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return f"{api_base.rstrip('/')}/openai/containers?api-version={api_version}"
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# Implement remaining abstract methods from BaseContainerConfig:
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# - transform_container_create_request
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# - transform_container_create_response
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# - transform_container_list_request
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# - transform_container_list_response
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# - transform_container_retrieve_request
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# - transform_container_retrieve_response
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# - transform_container_delete_request
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# - transform_container_delete_response
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# - transform_container_file_list_request
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# - transform_container_file_list_response
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```
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### Step 2: Register Provider Config
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In `litellm/utils.py`, find `ProviderConfigManager.get_provider_container_config()` and add:
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```python
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@staticmethod
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def get_provider_container_config(
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provider: LlmProviders,
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) -> Optional[BaseContainerConfig]:
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if provider == LlmProviders.OPENAI:
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from litellm.llms.openai.containers.transformation import OpenAIContainerConfig
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return OpenAIContainerConfig()
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elif provider == LlmProviders.AZURE:
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from litellm.llms.azure.containers.transformation import AzureContainerConfig
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return AzureContainerConfig()
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return None
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```
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### Step 3: Test the New Provider
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```bash
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# Create container via Azure
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curl -X POST "http://localhost:4000/v1/containers" \
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-H "Authorization: Bearer sk-1234" \
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-H "custom-llm-provider: azure" \
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-H "Content-Type: application/json" \
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-d '{"name": "My Azure Container"}'
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# List container files via Azure
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curl -X GET "http://localhost:4000/v1/containers/cntr_123/files" \
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-H "Authorization: Bearer sk-1234" \
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-H "custom-llm-provider: azure"
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```
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---
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## How Provider Selection Works
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1. **Proxy receives request** with `custom-llm-provider` header/query/body
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2. **Router calls** `ProviderConfigManager.get_provider_container_config(provider)`
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3. **Generic handler** uses the provider config for:
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- URL construction (`get_complete_url`)
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- Authentication (`validate_environment`)
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- Request/response transformation
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---
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## Testing
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Run the container API tests:
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```bash
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cd /Users/ishaanjaffer/github/litellm
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python -m pytest tests/test_litellm/containers/ -v
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```
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Test via proxy:
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```bash
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# Start proxy
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cd litellm/proxy && python proxy_cli.py --config proxy_config.yaml --port 4000
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# Test endpoints
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curl -X GET "http://localhost:4000/v1/containers/cntr_123/files" \
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-H "Authorization: Bearer sk-1234"
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```
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---
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## Endpoint Reference
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| Endpoint | Method | Path |
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|----------|--------|------|
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| List container files | GET | `/v1/containers/{container_id}/files` |
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| Retrieve container file | GET | `/v1/containers/{container_id}/files/{file_id}` |
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| Delete container file | DELETE | `/v1/containers/{container_id}/files/{file_id}` |
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See `endpoints.json` for the complete list.
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"""Container management functions for LiteLLM."""
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# Auto-generated container file functions from endpoints.json
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from .endpoint_factory import (
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adelete_container_file,
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alist_container_files,
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aretrieve_container_file,
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aretrieve_container_file_content,
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delete_container_file,
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list_container_files,
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retrieve_container_file,
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retrieve_container_file_content,
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)
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from .main import (
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acreate_container,
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adelete_container,
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alist_containers,
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aretrieve_container,
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create_container,
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delete_container,
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list_containers,
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retrieve_container,
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)
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__all__ = [
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# Core container operations
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"acreate_container",
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"adelete_container",
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"alist_containers",
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"aretrieve_container",
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"create_container",
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"delete_container",
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"list_containers",
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"retrieve_container",
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# Container file operations (auto-generated from endpoints.json)
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"adelete_container_file",
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"alist_container_files",
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"aretrieve_container_file",
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"aretrieve_container_file_content",
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"delete_container_file",
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"list_container_files",
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"retrieve_container_file",
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"retrieve_container_file_content",
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]
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@@ -0,0 +1,232 @@
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"""
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Factory for generating container SDK functions from JSON config.
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This module reads endpoints.json and dynamically generates SDK functions
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that use the generic container handler.
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"""
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import asyncio
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import contextvars
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import json
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from functools import partial
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from pathlib import Path
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from typing import Any, Callable, Dict, List, Literal, Optional, Type
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import litellm
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from litellm.constants import request_timeout as DEFAULT_REQUEST_TIMEOUT
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from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
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from litellm.llms.base_llm.containers.transformation import BaseContainerConfig
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from litellm.llms.custom_httpx.container_handler import generic_container_handler
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from litellm.types.containers.main import (
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ContainerFileListResponse,
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ContainerFileObject,
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DeleteContainerFileResponse,
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)
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from litellm.types.router import GenericLiteLLMParams
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from litellm.utils import ProviderConfigManager, client
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# Response type mapping
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RESPONSE_TYPES: Dict[str, Type] = {
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"ContainerFileListResponse": ContainerFileListResponse,
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"ContainerFileObject": ContainerFileObject,
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"DeleteContainerFileResponse": DeleteContainerFileResponse,
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}
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def _load_endpoints_config() -> Dict:
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"""Load the endpoints configuration from JSON file."""
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config_path = Path(__file__).parent / "endpoints.json"
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with open(config_path) as f:
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return json.load(f)
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def create_sync_endpoint_function(endpoint_config: Dict) -> Callable:
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"""
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Create a sync SDK function from endpoint config.
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Uses the generic container handler instead of individual handler methods.
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"""
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endpoint_name = endpoint_config["name"]
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response_type = RESPONSE_TYPES.get(endpoint_config["response_type"])
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path_params = endpoint_config.get("path_params", [])
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@client
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def endpoint_func(
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timeout: int = 600,
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custom_llm_provider: Literal["openai"] = "openai",
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extra_headers: Optional[Dict[str, Any]] = None,
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extra_query: Optional[Dict[str, Any]] = None,
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extra_body: Optional[Dict[str, Any]] = None,
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**kwargs,
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):
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local_vars = locals()
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try:
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litellm_logging_obj: LiteLLMLoggingObj = kwargs.pop("litellm_logging_obj")
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litellm_call_id: Optional[str] = kwargs.get("litellm_call_id")
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_is_async = kwargs.pop("async_call", False) is True
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# Check for mock response
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mock_response = kwargs.get("mock_response")
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if mock_response is not None:
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if isinstance(mock_response, str):
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mock_response = json.loads(mock_response)
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if response_type:
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return response_type(**mock_response)
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return mock_response
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# Get provider config
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litellm_params = GenericLiteLLMParams(**kwargs)
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container_provider_config: Optional[
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BaseContainerConfig
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] = ProviderConfigManager.get_provider_container_config(
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provider=litellm.LlmProviders(custom_llm_provider),
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)
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if container_provider_config is None:
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raise ValueError(
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f"Container provider config not found for: {custom_llm_provider}"
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)
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# Build optional params for logging
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optional_params = {k: kwargs.get(k) for k in path_params if k in kwargs}
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# Pre-call logging
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litellm_logging_obj.update_environment_variables(
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model="",
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optional_params=optional_params,
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litellm_params={"litellm_call_id": litellm_call_id},
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custom_llm_provider=custom_llm_provider,
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)
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# Use generic handler
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return generic_container_handler.handle(
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endpoint_name=endpoint_name,
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container_provider_config=container_provider_config,
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litellm_params=litellm_params,
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logging_obj=litellm_logging_obj,
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extra_headers=extra_headers,
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extra_query=extra_query,
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timeout=timeout or DEFAULT_REQUEST_TIMEOUT,
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_is_async=_is_async,
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**kwargs,
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)
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||||
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||||
except Exception as e:
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raise litellm.exception_type(
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model="",
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custom_llm_provider=custom_llm_provider,
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original_exception=e,
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completion_kwargs=local_vars,
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extra_kwargs=kwargs,
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)
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return endpoint_func
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def create_async_endpoint_function(
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||||
sync_func: Callable,
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||||
endpoint_config: Dict,
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||||
) -> Callable:
|
||||
"""Create an async SDK function that wraps the sync function."""
|
||||
|
||||
@client
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||||
async def async_endpoint_func(
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timeout: int = 600,
|
||||
custom_llm_provider: Literal["openai"] = "openai",
|
||||
extra_headers: Optional[Dict[str, Any]] = None,
|
||||
extra_query: Optional[Dict[str, Any]] = None,
|
||||
extra_body: Optional[Dict[str, Any]] = None,
|
||||
**kwargs,
|
||||
):
|
||||
local_vars = locals()
|
||||
try:
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||||
loop = asyncio.get_event_loop()
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||||
kwargs["async_call"] = True
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||||
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||||
func = partial(
|
||||
sync_func,
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||||
timeout=timeout,
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||||
custom_llm_provider=custom_llm_provider,
|
||||
extra_headers=extra_headers,
|
||||
extra_query=extra_query,
|
||||
extra_body=extra_body,
|
||||
**kwargs,
|
||||
)
|
||||
|
||||
ctx = contextvars.copy_context()
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||||
func_with_context = partial(ctx.run, func)
|
||||
init_response = await loop.run_in_executor(None, func_with_context)
|
||||
|
||||
if asyncio.iscoroutine(init_response):
|
||||
response = await init_response
|
||||
else:
|
||||
response = init_response
|
||||
|
||||
return response
|
||||
except Exception as e:
|
||||
raise litellm.exception_type(
|
||||
model="",
|
||||
custom_llm_provider=custom_llm_provider,
|
||||
original_exception=e,
|
||||
completion_kwargs=local_vars,
|
||||
extra_kwargs=kwargs,
|
||||
)
|
||||
|
||||
return async_endpoint_func
|
||||
|
||||
|
||||
def generate_container_endpoints() -> Dict[str, Callable]:
|
||||
"""
|
||||
Generate all container endpoint functions from the JSON config.
|
||||
|
||||
Returns a dict mapping function names to their implementations.
|
||||
"""
|
||||
config = _load_endpoints_config()
|
||||
endpoints = {}
|
||||
|
||||
for endpoint_config in config["endpoints"]:
|
||||
# Create sync function
|
||||
sync_func = create_sync_endpoint_function(endpoint_config)
|
||||
endpoints[endpoint_config["name"]] = sync_func
|
||||
|
||||
# Create async function
|
||||
async_func = create_async_endpoint_function(sync_func, endpoint_config)
|
||||
endpoints[endpoint_config["async_name"]] = async_func
|
||||
|
||||
return endpoints
|
||||
|
||||
|
||||
def get_all_endpoint_names() -> List[str]:
|
||||
"""Get all endpoint names (sync and async) from config."""
|
||||
config = _load_endpoints_config()
|
||||
names = []
|
||||
for endpoint in config["endpoints"]:
|
||||
names.append(endpoint["name"])
|
||||
names.append(endpoint["async_name"])
|
||||
return names
|
||||
|
||||
|
||||
def get_async_endpoint_names() -> List[str]:
|
||||
"""Get all async endpoint names for router registration."""
|
||||
config = _load_endpoints_config()
|
||||
return [endpoint["async_name"] for endpoint in config["endpoints"]]
|
||||
|
||||
|
||||
# Generate endpoints on module load
|
||||
_generated_endpoints = generate_container_endpoints()
|
||||
|
||||
# Export generated functions dynamically
|
||||
list_container_files = _generated_endpoints.get("list_container_files")
|
||||
alist_container_files = _generated_endpoints.get("alist_container_files")
|
||||
upload_container_file = _generated_endpoints.get("upload_container_file")
|
||||
aupload_container_file = _generated_endpoints.get("aupload_container_file")
|
||||
retrieve_container_file = _generated_endpoints.get("retrieve_container_file")
|
||||
aretrieve_container_file = _generated_endpoints.get("aretrieve_container_file")
|
||||
delete_container_file = _generated_endpoints.get("delete_container_file")
|
||||
adelete_container_file = _generated_endpoints.get("adelete_container_file")
|
||||
retrieve_container_file_content = _generated_endpoints.get(
|
||||
"retrieve_container_file_content"
|
||||
)
|
||||
aretrieve_container_file_content = _generated_endpoints.get(
|
||||
"aretrieve_container_file_content"
|
||||
)
|
||||
@@ -0,0 +1,51 @@
|
||||
{
|
||||
"endpoints": [
|
||||
{
|
||||
"name": "list_container_files",
|
||||
"async_name": "alist_container_files",
|
||||
"path": "/containers/{container_id}/files",
|
||||
"method": "GET",
|
||||
"path_params": ["container_id"],
|
||||
"query_params": ["after", "limit", "order"],
|
||||
"response_type": "ContainerFileListResponse"
|
||||
},
|
||||
{
|
||||
"name": "upload_container_file",
|
||||
"async_name": "aupload_container_file",
|
||||
"path": "/containers/{container_id}/files",
|
||||
"method": "POST",
|
||||
"path_params": ["container_id"],
|
||||
"query_params": [],
|
||||
"response_type": "ContainerFileObject",
|
||||
"is_multipart": true
|
||||
},
|
||||
{
|
||||
"name": "retrieve_container_file",
|
||||
"async_name": "aretrieve_container_file",
|
||||
"path": "/containers/{container_id}/files/{file_id}",
|
||||
"method": "GET",
|
||||
"path_params": ["container_id", "file_id"],
|
||||
"query_params": [],
|
||||
"response_type": "ContainerFileObject"
|
||||
},
|
||||
{
|
||||
"name": "delete_container_file",
|
||||
"async_name": "adelete_container_file",
|
||||
"path": "/containers/{container_id}/files/{file_id}",
|
||||
"method": "DELETE",
|
||||
"path_params": ["container_id", "file_id"],
|
||||
"query_params": [],
|
||||
"response_type": "DeleteContainerFileResponse"
|
||||
},
|
||||
{
|
||||
"name": "retrieve_container_file_content",
|
||||
"async_name": "aretrieve_container_file_content",
|
||||
"path": "/containers/{container_id}/files/{file_id}/content",
|
||||
"method": "GET",
|
||||
"path_params": ["container_id", "file_id"],
|
||||
"query_params": [],
|
||||
"response_type": "raw",
|
||||
"returns_binary": true
|
||||
}
|
||||
]
|
||||
}
|
||||
1290
llm-gateway-competitors/litellm-wheel-src/litellm/containers/main.py
Normal file
1290
llm-gateway-competitors/litellm-wheel-src/litellm/containers/main.py
Normal file
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,70 @@
|
||||
from typing import Dict
|
||||
|
||||
from litellm.llms.base_llm.containers.transformation import BaseContainerConfig
|
||||
from litellm.types.containers.main import (
|
||||
ContainerCreateOptionalRequestParams,
|
||||
ContainerListOptionalRequestParams,
|
||||
)
|
||||
|
||||
|
||||
class ContainerRequestUtils:
|
||||
@staticmethod
|
||||
def get_requested_container_create_optional_param(
|
||||
passed_params: dict,
|
||||
) -> ContainerCreateOptionalRequestParams:
|
||||
"""Extract only valid container creation parameters from the passed parameters."""
|
||||
container_create_optional_params = ContainerCreateOptionalRequestParams()
|
||||
|
||||
valid_params = [
|
||||
"expires_after",
|
||||
"file_ids",
|
||||
"extra_headers",
|
||||
"extra_body",
|
||||
]
|
||||
|
||||
for param in valid_params:
|
||||
if param in passed_params and passed_params[param] is not None:
|
||||
container_create_optional_params[param] = passed_params[param] # type: ignore
|
||||
|
||||
return container_create_optional_params
|
||||
|
||||
@staticmethod
|
||||
def get_optional_params_container_create(
|
||||
container_provider_config: BaseContainerConfig,
|
||||
container_create_optional_params: ContainerCreateOptionalRequestParams,
|
||||
) -> Dict:
|
||||
"""Get the optional parameters for container creation."""
|
||||
supported_params = container_provider_config.get_supported_openai_params()
|
||||
|
||||
# Filter out unsupported parameters
|
||||
filtered_params = {
|
||||
k: v
|
||||
for k, v in container_create_optional_params.items()
|
||||
if k in supported_params
|
||||
}
|
||||
|
||||
return container_provider_config.map_openai_params(
|
||||
container_create_optional_params=filtered_params, # type: ignore
|
||||
drop_params=False,
|
||||
)
|
||||
|
||||
@staticmethod
|
||||
def get_requested_container_list_optional_param(
|
||||
passed_params: dict,
|
||||
) -> ContainerListOptionalRequestParams:
|
||||
"""Extract only valid container list parameters from the passed parameters."""
|
||||
container_list_optional_params = ContainerListOptionalRequestParams()
|
||||
|
||||
valid_params = [
|
||||
"after",
|
||||
"limit",
|
||||
"order",
|
||||
"extra_headers",
|
||||
"extra_query",
|
||||
]
|
||||
|
||||
for param in valid_params:
|
||||
if param in passed_params and passed_params[param] is not None:
|
||||
container_list_optional_params[param] = passed_params[param] # type: ignore
|
||||
|
||||
return container_list_optional_params
|
||||
Reference in New Issue
Block a user