from flask import Flask, request, jsonify
from extractSpacy import extract
import requests
import os
import json

app = Flask(__name__)

VALIDATE_SERVICE_URL = os.getenv("VALIDATE_SERVICE_URL", "http://localhost:5054/validate")

@app.route('/extract', methods=['POST'])
def extract_pdf():
    json_data = request.get_json()

    pitchbook_id = json_data["id"]
    pages_data = json_data["extracted_text_per_page"]

    entities_json = extract(pages_data)
    entities = json.loads(entities_json) if isinstance(entities_json, str) else entities_json

    validate_payload = {
        "id": pitchbook_id,
        "service": "spacy",
        "entities": entities
    }

    requests.post(VALIDATE_SERVICE_URL, json=validate_payload, timeout=600)
    return jsonify({"Sent to validate-service"}), 200


if __name__ == "__main__":
    app.run(host="0.0.0.0", port=5052)