Spaces:
Running on CPU Upgrade
Running on CPU Upgrade
added app.py
Browse files
app.py
ADDED
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| 1 |
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from fastapi import FastAPI, Body
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from pydantic import BaseModel
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from typing import List, Optional
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import time
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import json
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import os
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import pandas as pd
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import getNewSec
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from tokenizeAPIHelpers import datasetHandler, tokenizeDir
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from hf_login import hf_login
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from huggingface_hub import HfApi, SpaceHardware
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app = FastAPI()
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class TickerItem(BaseModel):
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ticker: str
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cik: str
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lastSync: Optional[str] = None
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@app.post("/downgradeTS")
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def downgradeTS():
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token = os.getenv("HF_TOKEN")
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if not token:
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raise RuntimeError("HF_TOKEN not found in environment or .env file")
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api = HfApi(token=token)
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repo = "UMWRoom225/tokenizer"
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api.request_space_hardware(repo_id=repo, hardware=SpaceHardware.CPU_BASIC)
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return {"ok": True, "hardware": "CPU_BASIC"}
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@app.post("/upgradeTS")
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def upgradeTS():
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token = os.getenv("HF_TOKEN")
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if not token:
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raise RuntimeError("HF_TOKEN not found in environment or .env file")
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api = HfApi(token=token)
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repo = "UMWRoom225/tokenizer"
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api.request_space_hardware(repo_id=repo, hardware=SpaceHardware.CPU_UPGRADE)
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return {"ok": True, "hardware": "CPU_UPGRADE"}
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@app.get("/")
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def statusCheck():
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return {"status": "running"}
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@app.get("/health")
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def health():
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token = os.getenv("HF_TOKEN")
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if not token:
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raise RuntimeError("HF_TOKEN not found in environment or .env file")
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api = HfApi(token=token)
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repo = "UMWRoom225/tokenizer"
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state=api.get_space_runtime(repo_id=repo)
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if(state.stage == "RUNNING"):
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return {"ok": True}
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else:
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return {"ok":False}
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@app.post("/tokenize")
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def writeNewDocs(items: List[TickerItem] = Body(...)):
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hf_login()
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print("LETSSS GET TS",flush=True)
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ticksDf = pd.DataFrame([i.model_dump() for i in items])
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ticksDf = ticksDf.iloc[0:2]
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print(ticksDf,flush=True)
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toUpdate = getNewSec.main(ticksDf)
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print(toUpdate,flush=True)
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rtn = list(toUpdate)
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print(rtn,flush=True)
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time.sleep(10)
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tokenizeDir(".", "tmp/", max_docs=300)
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print("past tokenize",flush=True)
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time.sleep(10)
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return (rtn)
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