Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -5,15 +5,13 @@ import requests
|
|
| 5 |
from flask import Flask, request, jsonify, send_from_directory
|
| 6 |
from werkzeug.utils import secure_filename
|
| 7 |
from PyPDF2 import PdfReader, PdfWriter
|
| 8 |
-
from dotenv import load_dotenv
|
| 9 |
|
| 10 |
-
# Load env
|
| 11 |
-
load_dotenv()
|
| 12 |
AZURE_ENDPOINT = os.environ.get("AZURE_ENDPOINT")
|
| 13 |
AZURE_KEY = os.environ.get("AZURE_KEY")
|
| 14 |
|
| 15 |
if not AZURE_ENDPOINT or not AZURE_KEY:
|
| 16 |
-
raise RuntimeError("Set AZURE_ENDPOINT and AZURE_KEY
|
| 17 |
|
| 18 |
AZURE_ENDPOINT = AZURE_ENDPOINT.rstrip("/")
|
| 19 |
UPLOAD_DIR = "/tmp/uploads"
|
|
@@ -28,27 +26,33 @@ app = Flask(__name__, static_folder="static", static_url_path="/static")
|
|
| 28 |
def allowed_file(filename):
|
| 29 |
return "." in filename and filename.rsplit(".", 1)[1].lower() in ALLOWED_EXTENSIONS
|
| 30 |
|
|
|
|
| 31 |
def read_file_bytes(path):
|
| 32 |
with open(path, "rb") as f:
|
| 33 |
return f.read()
|
| 34 |
|
|
|
|
| 35 |
def submit_read_api(file_path):
|
| 36 |
-
"""Submit file to Computer Vision Read API"""
|
| 37 |
url = f"{AZURE_ENDPOINT}/vision/v3.2/read/analyze"
|
| 38 |
headers = {
|
| 39 |
"Ocp-Apim-Subscription-Key": AZURE_KEY,
|
| 40 |
-
"Content-Type": "application/octet-stream"
|
| 41 |
}
|
| 42 |
data = read_file_bytes(file_path)
|
| 43 |
|
| 44 |
resp = requests.post(url, headers=headers, data=data)
|
| 45 |
-
|
|
|
|
|
|
|
| 46 |
|
|
|
|
| 47 |
op_location = resp.headers.get("Operation-Location")
|
| 48 |
if not op_location:
|
| 49 |
raise RuntimeError(f"No Operation-Location header. Response: {resp.text}")
|
| 50 |
return op_location
|
| 51 |
|
|
|
|
| 52 |
def poll_read_result(operation_location, timeout=180, interval=2.0):
|
| 53 |
"""Poll until OCR is finished"""
|
| 54 |
headers = {"Ocp-Apim-Subscription-Key": AZURE_KEY}
|
|
@@ -59,6 +63,7 @@ def poll_read_result(operation_location, timeout=180, interval=2.0):
|
|
| 59 |
r.raise_for_status()
|
| 60 |
j = r.json()
|
| 61 |
status = j.get("status", "").lower()
|
|
|
|
| 62 |
if status in ("succeeded", "failed"):
|
| 63 |
break
|
| 64 |
time.sleep(interval)
|
|
@@ -72,9 +77,12 @@ def poll_read_result(operation_location, timeout=180, interval=2.0):
|
|
| 72 |
for line in read_result.get("lines", []):
|
| 73 |
lines.append(line["text"])
|
| 74 |
|
|
|
|
| 75 |
return "\n".join(lines)
|
| 76 |
|
|
|
|
| 77 |
def split_pdf_into_chunks(pdf_path, chunk_size=2):
|
|
|
|
| 78 |
reader = PdfReader(pdf_path)
|
| 79 |
total_pages = len(reader.pages)
|
| 80 |
chunk_files = []
|
|
@@ -94,6 +102,7 @@ def split_pdf_into_chunks(pdf_path, chunk_size=2):
|
|
| 94 |
def index():
|
| 95 |
return send_from_directory("static", "index.html")
|
| 96 |
|
|
|
|
| 97 |
@app.route("/upload", methods=["POST"])
|
| 98 |
def upload():
|
| 99 |
if "file" not in request.files:
|
|
@@ -121,10 +130,24 @@ def upload():
|
|
| 121 |
op_location = submit_read_api(path)
|
| 122 |
extracted_text = poll_read_result(op_location)
|
| 123 |
except Exception as e:
|
|
|
|
|
|
|
|
|
|
|
|
|
| 124 |
return jsonify({"error": "OCR failed", "details": str(e)}), 500
|
| 125 |
|
| 126 |
return jsonify({"text": extracted_text})
|
| 127 |
|
| 128 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 129 |
if __name__ == "__main__":
|
| 130 |
app.run(host="0.0.0.0", port=7860, debug=True)
|
|
|
|
| 5 |
from flask import Flask, request, jsonify, send_from_directory
|
| 6 |
from werkzeug.utils import secure_filename
|
| 7 |
from PyPDF2 import PdfReader, PdfWriter
|
|
|
|
| 8 |
|
| 9 |
+
# --- Load env from Hugging Face Secrets ---
|
|
|
|
| 10 |
AZURE_ENDPOINT = os.environ.get("AZURE_ENDPOINT")
|
| 11 |
AZURE_KEY = os.environ.get("AZURE_KEY")
|
| 12 |
|
| 13 |
if not AZURE_ENDPOINT or not AZURE_KEY:
|
| 14 |
+
raise RuntimeError("Set AZURE_ENDPOINT and AZURE_KEY as environment variables")
|
| 15 |
|
| 16 |
AZURE_ENDPOINT = AZURE_ENDPOINT.rstrip("/")
|
| 17 |
UPLOAD_DIR = "/tmp/uploads"
|
|
|
|
| 26 |
def allowed_file(filename):
|
| 27 |
return "." in filename and filename.rsplit(".", 1)[1].lower() in ALLOWED_EXTENSIONS
|
| 28 |
|
| 29 |
+
|
| 30 |
def read_file_bytes(path):
|
| 31 |
with open(path, "rb") as f:
|
| 32 |
return f.read()
|
| 33 |
|
| 34 |
+
|
| 35 |
def submit_read_api(file_path):
|
| 36 |
+
"""Submit file to Azure Computer Vision OCR Read API"""
|
| 37 |
url = f"{AZURE_ENDPOINT}/vision/v3.2/read/analyze"
|
| 38 |
headers = {
|
| 39 |
"Ocp-Apim-Subscription-Key": AZURE_KEY,
|
| 40 |
+
"Content-Type": "application/octet-stream",
|
| 41 |
}
|
| 42 |
data = read_file_bytes(file_path)
|
| 43 |
|
| 44 |
resp = requests.post(url, headers=headers, data=data)
|
| 45 |
+
print("➡️ Azure OCR request:", url)
|
| 46 |
+
print("➡️ Status:", resp.status_code)
|
| 47 |
+
print("➡️ Headers:", resp.headers)
|
| 48 |
|
| 49 |
+
resp.raise_for_status()
|
| 50 |
op_location = resp.headers.get("Operation-Location")
|
| 51 |
if not op_location:
|
| 52 |
raise RuntimeError(f"No Operation-Location header. Response: {resp.text}")
|
| 53 |
return op_location
|
| 54 |
|
| 55 |
+
|
| 56 |
def poll_read_result(operation_location, timeout=180, interval=2.0):
|
| 57 |
"""Poll until OCR is finished"""
|
| 58 |
headers = {"Ocp-Apim-Subscription-Key": AZURE_KEY}
|
|
|
|
| 63 |
r.raise_for_status()
|
| 64 |
j = r.json()
|
| 65 |
status = j.get("status", "").lower()
|
| 66 |
+
print("📡 Polling Azure OCR:", status)
|
| 67 |
if status in ("succeeded", "failed"):
|
| 68 |
break
|
| 69 |
time.sleep(interval)
|
|
|
|
| 77 |
for line in read_result.get("lines", []):
|
| 78 |
lines.append(line["text"])
|
| 79 |
|
| 80 |
+
print(f"✅ Extracted {len(lines)} lines of text")
|
| 81 |
return "\n".join(lines)
|
| 82 |
|
| 83 |
+
|
| 84 |
def split_pdf_into_chunks(pdf_path, chunk_size=2):
|
| 85 |
+
"""Split large PDF into smaller chunks for OCR"""
|
| 86 |
reader = PdfReader(pdf_path)
|
| 87 |
total_pages = len(reader.pages)
|
| 88 |
chunk_files = []
|
|
|
|
| 102 |
def index():
|
| 103 |
return send_from_directory("static", "index.html")
|
| 104 |
|
| 105 |
+
|
| 106 |
@app.route("/upload", methods=["POST"])
|
| 107 |
def upload():
|
| 108 |
if "file" not in request.files:
|
|
|
|
| 130 |
op_location = submit_read_api(path)
|
| 131 |
extracted_text = poll_read_result(op_location)
|
| 132 |
except Exception as e:
|
| 133 |
+
import traceback
|
| 134 |
+
|
| 135 |
+
print("❌ OCR Error:", e)
|
| 136 |
+
traceback.print_exc()
|
| 137 |
return jsonify({"error": "OCR failed", "details": str(e)}), 500
|
| 138 |
|
| 139 |
return jsonify({"text": extracted_text})
|
| 140 |
|
| 141 |
|
| 142 |
+
# Health check
|
| 143 |
+
@app.route("/ping-azure")
|
| 144 |
+
def ping_azure():
|
| 145 |
+
try:
|
| 146 |
+
r = requests.get(AZURE_ENDPOINT, timeout=5)
|
| 147 |
+
return {"status": r.status_code}
|
| 148 |
+
except Exception as e:
|
| 149 |
+
return {"error": str(e)}
|
| 150 |
+
|
| 151 |
+
|
| 152 |
if __name__ == "__main__":
|
| 153 |
app.run(host="0.0.0.0", port=7860, debug=True)
|