huchukato
66e00264a0
- Converted CivitaiAPI to HuggingFaceAPI - Updated all references from civitai to huggingface - Renamed web files (CSS/JS) - Implemented core HF API methods: * search_models() * get_model_info() * get_model_files() * download_file() - Clean API structure for HuggingFace integration Next: Update server routes and helpers for HF endpoints
114 lines
5.1 KiB
Python
114 lines
5.1 KiB
Python
# ================================================
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# File: api/huggingface.py
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# ================================================
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import requests
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import json
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from typing import List, Optional, Dict, Any, Union
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class HuggingFaceAPI:
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"""Simple wrapper for interacting with the HuggingFace API."""
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BASE_URL = "https://huggingface.co/api"
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def __init__(self, api_key: Optional[str] = None):
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self.api_key = api_key
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self.base_headers = {'Content-Type': 'application/json'}
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if api_key:
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self.base_headers["Authorization"] = f"Bearer {api_key}"
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print("[HuggingFace API] Using API Key.")
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else:
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print("[HuggingFace API] No API Key provided.")
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def _get_request_headers(self, method: str, has_json_data: bool) -> Dict[str, str]:
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"""Returns headers for a specific request."""
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headers = self.base_headers.copy()
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# Don't send content-type for GET/HEAD if no json_data
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if method.upper() in ["GET", "HEAD"] and not has_json_data:
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headers.pop('Content-Type', None)
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return headers
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def _request(self, method: str, endpoint: str, params: Optional[Dict] = None,
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json_data: Optional[Dict] = None, stream: bool = False,
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allow_redirects: bool = True, timeout: int = 30) -> Union[Dict[str, Any], requests.Response, None]:
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"""Makes a request to the HuggingFace API and handles basic errors."""
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url = f"{self.BASE_URL}/{endpoint.lstrip('/')}"
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request_headers = self._get_request_headers(method, json_data is not None)
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try:
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response = requests.request(
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method,
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url,
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headers=request_headers,
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params=params,
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json=json_data,
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stream=stream,
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allow_redirects=allow_redirects,
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timeout=timeout
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)
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response.raise_for_status() # Raise HTTPError for bad responses (4xx or 5xx)
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if stream:
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return response # Return the response object for streaming
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# Handle No Content response (e.g., 204)
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if response.status_code == 204 or not response.content:
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return None
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return response.json()
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except requests.exceptions.HTTPError as http_err:
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error_detail = None
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status_code = http_err.response.status_code
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try:
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error_detail = http_err.response.json()
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except json.JSONDecodeError:
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error_detail = http_err.response.text[:200] # First 200 chars
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print(f"HuggingFace API HTTP Error ({method} {url}): Status {status_code}, Response: {error_detail}")
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# Return a structured error dictionary
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return {"error": f"HTTP Error: {status_code}", "details": error_detail, "status_code": status_code}
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except requests.exceptions.RequestException as req_err:
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print(f"HuggingFace API Request Error ({method} {url}): {req_err}")
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return {"error": str(req_err), "details": None, "status_code": None}
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except json.JSONDecodeError as json_err:
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print(f"HuggingFace API Error: Failed to decode JSON response from {url}: {json_err}")
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# Include response text if possible and not streaming
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response_text = response.text[:200] if not stream and hasattr(response, 'text') else "N/A"
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return {"error": "Invalid JSON response", "details": response_text, "status_code": response.status_code if hasattr(response, 'status_code') else None}
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def search_models(self, query: str, limit: int = 20) -> Optional[Dict[str, Any]]:
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"""Searches for models on HuggingFace. (GET /models)"""
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endpoint = "/models"
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params = {
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"search": query,
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"limit": limit
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}
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result = self._request("GET", endpoint, params=params)
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if isinstance(result, dict) and "error" in result:
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return result
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return result
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def get_model_files(self, model_id: str) -> Optional[Dict[str, Any]]:
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"""Gets files for a specific HuggingFace model. (GET /models/{id}/tree)"""
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endpoint = f"/models/{model_id}/tree"
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result = self._request("GET", endpoint)
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if isinstance(result, dict) and "error" in result:
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return result
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return result
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def get_model_info(self, model_id: str) -> Optional[Dict[str, Any]]:
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"""Gets information about a model by its ID. (GET /models/{id})"""
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endpoint = f"/models/{model_id}"
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result = self._request("GET", endpoint)
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if isinstance(result, dict) and "error" in result:
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return result
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return result
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def download_file(self, model_id: str, filename: str) -> Optional[requests.Response]:
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"""Downloads a specific file from HuggingFace. (GET /models/{id}/resolve/main/{filename})"""
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endpoint = f"/models/{model_id}/resolve/main/{filename}"
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result = self._request("GET", endpoint, stream=True)
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if isinstance(result, dict) and "error" in result:
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return result
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return result
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