Upload 3 files
Browse files- Dockerfile +16 -0
- app.py +367 -0
- requirements.txt +9 -0
Dockerfile
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FROM python:3.9
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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WORKDIR /app
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COPY --chown=user ./requirements.txt requirements.txt
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RUN pip install --no-cache-dir --upgrade -r requirements.txt
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RUN chmod -R 777 /app
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COPY --chown=user . /app
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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import os
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import json
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import asyncio
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import logging
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import requests
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from datetime import datetime
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from typing import Optional
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from fastapi import FastAPI, HTTPException, BackgroundTasks
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from fastapi.responses import JSONResponse
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from pydantic import BaseModel
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from huggingface_hub import HfApi, hf_hub_url
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from tqdm import tqdm
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# --- Configuration ---
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SOURCE_REPO_ID = "Fred808/data"
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TARGET_REPO_ID = "samelias1/Data"
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REPO_TYPE = "dataset"
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REVISION = "main"
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STATE_FILE = "sync_state.json"
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TOKEN = os.environ.get("HF_TOKEN", "")
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# Whether the service should automatically start syncing on FastAPI startup.
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# Set AUTO_START env var to "0", "false" or "no" to disable.
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AUTO_START = os.environ.get("AUTO_START", "true").lower() in ("1", "true", "yes")
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# How long (seconds) before a remote "running" state is considered stale and ignored.
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# Default: 1 hour. Set STATE_STALE_SECONDS env var to override.
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try:
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STATE_STALE_SECONDS = int(os.environ.get("STATE_STALE_SECONDS", "3600"))
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except Exception:
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STATE_STALE_SECONDS = 3600
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# --- FastAPI App ---
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app = FastAPI(title="HF Dataset Sync Service")
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# Configure basic logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# --- Auto-start handler ---
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@app.on_event("startup")
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async def _maybe_start_sync_on_startup():
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"""If AUTO_START is enabled, start synchronization in the background on app startup.
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This will not start a new sync if the saved state already shows a running sync.
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"""
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try:
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if not AUTO_START:
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logger.info("AUTO_START disabled; not starting sync on startup")
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return
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# Attempt to download remote state first so we resume from the last-known state
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try:
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download_remote_state(TOKEN)
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except Exception:
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logger.exception("Failed to download remote state on startup; continuing with local state if present")
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# If the downloaded/loaded state reports "running", it may be stale
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# (service crashed or was stopped). In that case we consider it stale
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# if last_updated is older than STATE_STALE_SECONDS and clear it so the
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# sync can resume.
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state = load_state()
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if state.get("status") == "running":
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last = state.get("last_updated")
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stale = False
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if last:
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try:
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last_dt = datetime.fromisoformat(last)
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age = (datetime.utcnow() - last_dt).total_seconds()
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if age > STATE_STALE_SECONDS:
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stale = True
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logger.info("Remote state marked running but last_updated is %.0f seconds old (>%s); treating as stale", age, STATE_STALE_SECONDS)
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except Exception:
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# If we can't parse last_updated, treat as stale to be safe
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stale = True
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logger.exception("Failed to parse last_updated from remote state; treating running state as stale")
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if stale:
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state["status"] = "idle"
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state["current_file"] = None
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# upload the corrected state back to the remote repo so other instances see it
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try:
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save_state(state, token=TOKEN)
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except Exception:
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logger.exception("Failed to upload corrected stale state; continuing with local corrected state")
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else:
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# Remote state indicates a sync was running recently and is not stale.
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# We assume there's no other live process and resume that sync here.
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logger.info("Remote state indicates an in-progress sync; resuming from that state")
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# fall through to starting the sync below
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# Launch the async synchronization as a background task without blocking startup
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logger.info("AUTO_START enabled; launching dataset synchronization in background")
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asyncio.create_task(synchronize_datasets(TOKEN))
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except Exception as e:
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logger.exception("Failed to auto-start synchronization: %s", e)
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def download_remote_state(token: Optional[str] = None):
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"""Attempt to download `STATE_FILE` from the target repo and overwrite local state.
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If no remote state exists (404) this function returns quietly. Any other
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exceptions are raised for the caller to handle/log.
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"""
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try:
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download_url = hf_hub_url(
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repo_id=TARGET_REPO_ID,
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filename=STATE_FILE,
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repo_type=REPO_TYPE,
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revision=REVISION,
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)
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resp = requests.get(download_url)
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if resp.status_code == 200:
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with open(STATE_FILE, "wb") as f:
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f.write(resp.content)
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logger.info("Remote state downloaded from %s/%s", TARGET_REPO_ID, STATE_FILE)
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else:
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logger.info("Remote state not found (status %s) — continuing with local state if present", resp.status_code)
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except Exception:
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logger.exception("Failed to download remote state file")
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raise
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# --- Models ---
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class SyncStatus(BaseModel):
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status: str
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total_files: int
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synced_files: int
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failed_files: int
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current_file: Optional[str] = None
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progress_percent: float
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last_updated: str
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class SyncRequest(BaseModel):
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token: Optional[str] = None
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# --- State Management ---
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def load_state():
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"""Loads the synchronization state from a JSON file."""
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if os.path.exists(STATE_FILE):
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with open(STATE_FILE, "r") as f:
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return json.load(f)
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return {
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| 143 |
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"synced_files": [],
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"failed_files": [],
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| 145 |
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"total_files": 0,
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"status": "idle",
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"last_updated": datetime.utcnow().isoformat(),
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| 148 |
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"current_file": None
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}
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def save_state(state, api: Optional[HfApi] = None, token: Optional[str] = None):
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| 154 |
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"""Save the state locally and optionally upload it to the target repo.
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| 155 |
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| 156 |
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If `api` is provided it will be used to upload the `STATE_FILE` to the
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| 157 |
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configured `TARGET_REPO_ID`. If `api` is None but `token` is provided,
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| 158 |
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a temporary HfApi will be created for upload.
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| 159 |
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"""
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state["last_updated"] = datetime.utcnow().isoformat()
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with open(STATE_FILE, "w") as f:
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json.dump(state, f, indent=4)
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# Try to upload the state file to the target repo so restarts can resume
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try:
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upload_api = api
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| 167 |
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if upload_api is None and token:
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| 168 |
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upload_api = HfApi(token=token)
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| 170 |
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if upload_api is not None:
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| 171 |
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# upload the local state file to the target dataset
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try:
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| 173 |
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upload_api.upload_file(
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path_or_fileobj=STATE_FILE,
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| 175 |
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path_in_repo=STATE_FILE,
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| 176 |
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repo_id=TARGET_REPO_ID,
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| 177 |
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repo_type=REPO_TYPE,
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| 178 |
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commit_message=f"Sync: Update {STATE_FILE}",
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)
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| 180 |
+
logger.info("Uploaded state file to %s/%s", TARGET_REPO_ID, STATE_FILE)
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| 181 |
+
except Exception:
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| 182 |
+
# Log and continue — failing to upload state should not crash the service
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| 183 |
+
logger.exception("Failed to upload state file to remote repo")
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| 184 |
+
except Exception:
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| 185 |
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# Catch-all for unexpected errors constructing HfApi
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| 186 |
+
logger.exception("Unexpected error while attempting to save/upload state")
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| 187 |
+
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| 188 |
+
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| 189 |
+
# Helper to perform blocking download/upload in a thread
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| 190 |
+
def _download_and_upload_file(api: HfApi, file_path: str):
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| 191 |
+
"""Download a file from the source repo and upload it to the target repo.
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| 192 |
+
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| 193 |
+
This function is synchronous and intended to be run with asyncio.to_thread
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| 194 |
+
so that blocking I/O doesn't block the event loop.
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| 195 |
+
"""
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| 196 |
+
# Build download URL and local filename
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| 197 |
+
download_url = hf_hub_url(
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| 198 |
+
repo_id=SOURCE_REPO_ID,
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| 199 |
+
filename=file_path,
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| 200 |
+
repo_type=REPO_TYPE,
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| 201 |
+
revision=REVISION
|
| 202 |
+
)
|
| 203 |
+
local_path = os.path.basename(file_path)
|
| 204 |
+
|
| 205 |
+
# Download using requests (blocking)
|
| 206 |
+
response = requests.get(download_url, stream=True)
|
| 207 |
+
response.raise_for_status()
|
| 208 |
+
|
| 209 |
+
with open(local_path, "wb") as f:
|
| 210 |
+
for chunk in response.iter_content(chunk_size=8192):
|
| 211 |
+
if chunk:
|
| 212 |
+
f.write(chunk)
|
| 213 |
+
|
| 214 |
+
# Upload file to target repo
|
| 215 |
+
api.upload_file(
|
| 216 |
+
path_or_fileobj=local_path,
|
| 217 |
+
path_in_repo=file_path,
|
| 218 |
+
repo_id=TARGET_REPO_ID,
|
| 219 |
+
repo_type=REPO_TYPE,
|
| 220 |
+
commit_message=f"Sync: Add {file_path} from {SOURCE_REPO_ID}",
|
| 221 |
+
)
|
| 222 |
+
|
| 223 |
+
# Clean up local file
|
| 224 |
+
try:
|
| 225 |
+
os.remove(local_path)
|
| 226 |
+
except Exception:
|
| 227 |
+
# If cleanup fails, just continue; file may be left behind for inspection
|
| 228 |
+
logger.exception("Failed to remove local file %s", local_path)
|
| 229 |
+
|
| 230 |
+
# --- Synchronization Logic ---
|
| 231 |
+
|
| 232 |
+
async def synchronize_datasets(token: str):
|
| 233 |
+
"""
|
| 234 |
+
Fetches file list from source, downloads files, and uploads them to target,
|
| 235 |
+
persisting state to resume progress.
|
| 236 |
+
"""
|
| 237 |
+
state = load_state()
|
| 238 |
+
|
| 239 |
+
# Initialize HF API first so we can persist state remotely as we progress.
|
| 240 |
+
try:
|
| 241 |
+
api = HfApi(token=token)
|
| 242 |
+
except Exception as e:
|
| 243 |
+
state["status"] = "error"
|
| 244 |
+
state["error"] = f"Error initializing HfApi: {str(e)}"
|
| 245 |
+
save_state(state)
|
| 246 |
+
return
|
| 247 |
+
|
| 248 |
+
state["status"] = "running"
|
| 249 |
+
save_state(state, api=api)
|
| 250 |
+
|
| 251 |
+
synced_files = set(state["synced_files"])
|
| 252 |
+
failed_files = set(state.get("failed_files", []))
|
| 253 |
+
|
| 254 |
+
try:
|
| 255 |
+
repo_files = api.list_repo_files(
|
| 256 |
+
repo_id=SOURCE_REPO_ID,
|
| 257 |
+
repo_type=REPO_TYPE,
|
| 258 |
+
revision=REVISION
|
| 259 |
+
)
|
| 260 |
+
except Exception as e:
|
| 261 |
+
state["status"] = "error"
|
| 262 |
+
state["error"] = f"Error fetching file list: {str(e)}"
|
| 263 |
+
save_state(state)
|
| 264 |
+
return
|
| 265 |
+
|
| 266 |
+
state["total_files"] = len(repo_files)
|
| 267 |
+
files_to_sync = [f for f in repo_files if f not in synced_files and f not in failed_files]
|
| 268 |
+
|
| 269 |
+
for idx, file_path in enumerate(files_to_sync):
|
| 270 |
+
if file_path in synced_files:
|
| 271 |
+
continue
|
| 272 |
+
|
| 273 |
+
state["current_file"] = file_path
|
| 274 |
+
state["synced_files_count"] = len(synced_files)
|
| 275 |
+
state["progress_percent"] = (len(synced_files) / state["total_files"]) * 100 if state["total_files"] > 0 else 0
|
| 276 |
+
save_state(state, api=api)
|
| 277 |
+
|
| 278 |
+
# Skip .gitattributes
|
| 279 |
+
if file_path == ".gitattributes":
|
| 280 |
+
synced_files.add(file_path)
|
| 281 |
+
continue
|
| 282 |
+
|
| 283 |
+
try:
|
| 284 |
+
# Perform blocking download+upload in a thread to avoid blocking the event loop
|
| 285 |
+
await asyncio.to_thread(_download_and_upload_file, api, file_path)
|
| 286 |
+
|
| 287 |
+
# Mark as synced and persist (locally + remote)
|
| 288 |
+
synced_files.add(file_path)
|
| 289 |
+
state["synced_files"] = list(synced_files)
|
| 290 |
+
save_state(state, api=api)
|
| 291 |
+
|
| 292 |
+
except Exception as e:
|
| 293 |
+
logger.exception("Error syncing file %s: %s", file_path, e)
|
| 294 |
+
failed_files.add(file_path)
|
| 295 |
+
state["failed_files"] = list(failed_files)
|
| 296 |
+
save_state(state, api=api)
|
| 297 |
+
|
| 298 |
+
# Wait 2 minutes between processing files to throttle downloads/uploads
|
| 299 |
+
# Skip waiting after the last file
|
| 300 |
+
if idx != len(files_to_sync) - 1:
|
| 301 |
+
state["status"] = "running"
|
| 302 |
+
save_state(state, api=api)
|
| 303 |
+
logger.info("Waiting 120 seconds before processing next file")
|
| 304 |
+
await asyncio.sleep(120)
|
| 305 |
+
|
| 306 |
+
state["status"] = "completed"
|
| 307 |
+
state["current_file"] = None
|
| 308 |
+
state["synced_files_count"] = len(synced_files)
|
| 309 |
+
state["progress_percent"] = 100.0
|
| 310 |
+
save_state(state, api=api)
|
| 311 |
+
|
| 312 |
+
# --- Endpoints ---
|
| 313 |
+
|
| 314 |
+
@app.get("/")
|
| 315 |
+
async def root():
|
| 316 |
+
"""Health check endpoint."""
|
| 317 |
+
return {"status": "ok", "service": "HF Dataset Sync Service"}
|
| 318 |
+
|
| 319 |
+
@app.get("/status", response_model=SyncStatus)
|
| 320 |
+
async def get_status():
|
| 321 |
+
"""Get current synchronization status."""
|
| 322 |
+
state = load_state()
|
| 323 |
+
return SyncStatus(
|
| 324 |
+
status=state.get("status", "idle"),
|
| 325 |
+
total_files=state.get("total_files", 0),
|
| 326 |
+
synced_files=len(state.get("synced_files", [])),
|
| 327 |
+
failed_files=len(state.get("failed_files", [])),
|
| 328 |
+
current_file=state.get("current_file"),
|
| 329 |
+
progress_percent=state.get("progress_percent", 0.0),
|
| 330 |
+
last_updated=state.get("last_updated", datetime.utcnow().isoformat())
|
| 331 |
+
)
|
| 332 |
+
|
| 333 |
+
@app.post("/sync")
|
| 334 |
+
async def start_sync(request: SyncRequest, background_tasks: BackgroundTasks):
|
| 335 |
+
"""Start the synchronization process."""
|
| 336 |
+
state = load_state()
|
| 337 |
+
|
| 338 |
+
if state.get("status") == "running":
|
| 339 |
+
raise HTTPException(status_code=409, detail="Sync is already running")
|
| 340 |
+
|
| 341 |
+
token = request.token or TOKEN
|
| 342 |
+
background_tasks.add_task(synchronize_datasets, token)
|
| 343 |
+
|
| 344 |
+
return {"message": "Sync started", "status": "running"}
|
| 345 |
+
|
| 346 |
+
@app.post("/reset")
|
| 347 |
+
async def reset_state():
|
| 348 |
+
"""Reset the synchronization state."""
|
| 349 |
+
state = {
|
| 350 |
+
"synced_files": [],
|
| 351 |
+
"failed_files": [],
|
| 352 |
+
"total_files": 0,
|
| 353 |
+
"status": "idle",
|
| 354 |
+
"last_updated": datetime.utcnow().isoformat(),
|
| 355 |
+
"current_file": None
|
| 356 |
+
}
|
| 357 |
+
save_state(state)
|
| 358 |
+
return {"message": "State reset", "status": "idle"}
|
| 359 |
+
|
| 360 |
+
@app.get("/state")
|
| 361 |
+
async def get_full_state():
|
| 362 |
+
"""Get the full synchronization state."""
|
| 363 |
+
return load_state()
|
| 364 |
+
|
| 365 |
+
if __name__ == "__main__":
|
| 366 |
+
import uvicorn
|
| 367 |
+
uvicorn.run(app, host="0.0.0.0", port=8000)
|
requirements.txt
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
fastapi>=0.95.0
|
| 2 |
+
uvicorn[standard]>=0.22.0
|
| 3 |
+
requests>=2.31.0
|
| 4 |
+
huggingface_hub>=0.16.4
|
| 5 |
+
pydantic>=1.10.7
|
| 6 |
+
tqdm>=4.65.0
|
| 7 |
+
|
| 8 |
+
# Optional / useful during development
|
| 9 |
+
# python-dotenv>=1.0.0 # if you want to load env vars from a .env file
|