abinazebinoy commited on
Commit
b39683a
·
1 Parent(s): 2386116

fix(cleanup): final pyflakes cleanup across 4 files

Browse files

image_type_classifier.py: remove unused arr_hsv, hsv_img, colorsys import
report_exporter.py: remove unused struct, datetime; fix dead y variable
and add() function; fix bare f-string buf.write(f'0 6\n')
batch_processor.py: remove unused hashlib, BytesIO imports
analyze.py: remove unused 'import time as _time' inside metrics recorder

backend/api/routes/analyze.py CHANGED
@@ -170,7 +170,6 @@ async def analyze_image(
170
 
171
  # Record metrics
172
  try:
173
- import time as _time
174
  record_analysis(
175
  ai_probability=report["summary"]["ai_probability"],
176
  classification=report["summary"]["ai_classification"],
 
170
 
171
  # Record metrics
172
  try:
 
173
  record_analysis(
174
  ai_probability=report["summary"]["ai_probability"],
175
  classification=report["summary"]["ai_classification"],
backend/services/batch_processor.py CHANGED
@@ -17,9 +17,7 @@ Limits:
17
  Processing is sequential to avoid OOM on GPU
18
  """
19
  import logging
20
- import hashlib
21
  from typing import Dict, Any, List
22
- from io import BytesIO
23
 
24
  logger = logging.getLogger(__name__)
25
 
@@ -230,4 +228,4 @@ def process_batch(
230
  "duplicate_pairs": _find_duplicates(reports),
231
  "provenance_consistency": _provenance_consistency(reports),
232
  "individual_reports": results,
233
- }
 
17
  Processing is sequential to avoid OOM on GPU
18
  """
19
  import logging
 
20
  from typing import Dict, Any, List
 
21
 
22
  logger = logging.getLogger(__name__)
23
 
 
228
  "duplicate_pairs": _find_duplicates(reports),
229
  "provenance_consistency": _provenance_consistency(reports),
230
  "individual_reports": results,
231
+ }
backend/services/image_type_classifier.py CHANGED
@@ -63,10 +63,7 @@ def classify_image_type(image_bytes: bytes, filename: str = "unknown") -> Dict[s
63
  edge_density = float(np.count_nonzero(edges) / max(edges.size, 1))
64
 
65
  # 3. Color saturation
66
- arr_hsv = np.array(img.convert("HSV") if hasattr(img, 'convert') else img)
67
  try:
68
- hsv_img = img.copy()
69
- import colorsys
70
  rgb_flat = arr.reshape(-1, 3) / 255.0
71
  # Approximate saturation from RGB
72
  r, g, b = rgb_flat[:, 0], rgb_flat[:, 1], rgb_flat[:, 2]
 
63
  edge_density = float(np.count_nonzero(edges) / max(edges.size, 1))
64
 
65
  # 3. Color saturation
 
66
  try:
 
 
67
  rgb_flat = arr.reshape(-1, 3) / 255.0
68
  # Approximate saturation from RGB
69
  r, g, b = rgb_flat[:, 0], rgb_flat[:, 1], rgb_flat[:, 2]
backend/services/report_exporter.py CHANGED
@@ -27,9 +27,7 @@ import json
27
  import csv
28
  import io
29
  import logging
30
- import struct
31
  import zlib
32
- from datetime import datetime
33
  from typing import Dict, Any
34
 
35
  logger = logging.getLogger(__name__)
@@ -160,13 +158,7 @@ class _PDFWriter:
160
  platform_o = platform.get("predicted_platform", "N/A")
161
  c2pa_status = c2pa.get("provenance_status", "N/A")
162
 
163
- # Build page 1 content
164
- lines = []
165
- y = 750
166
- def add(text, x=50, bold=False):
167
- lines.append((0, 0, "")) # placeholder — we'll use Td chaining below
168
-
169
- # We'll build a flat text stream manually
170
  text_ops = []
171
  text_ops.append(b"BT")
172
  text_ops.append(b"/F1 16 Tf")
@@ -279,7 +271,7 @@ class _PDFWriter:
279
 
280
  xref_offset = buf.tell()
281
  buf.write(b"xref\n")
282
- buf.write(f"0 6\n".encode())
283
  buf.write(b"0000000000 65535 f \n")
284
  for i in range(1, 6):
285
  buf.write(f"{offsets[i]:010d} 00000 n \n".encode())
 
27
  import csv
28
  import io
29
  import logging
 
30
  import zlib
 
31
  from typing import Dict, Any
32
 
33
  logger = logging.getLogger(__name__)
 
158
  platform_o = platform.get("predicted_platform", "N/A")
159
  c2pa_status = c2pa.get("provenance_status", "N/A")
160
 
161
+ # Build page 1 content stream
 
 
 
 
 
 
162
  text_ops = []
163
  text_ops.append(b"BT")
164
  text_ops.append(b"/F1 16 Tf")
 
271
 
272
  xref_offset = buf.tell()
273
  buf.write(b"xref\n")
274
+ buf.write(b"0 6\n")
275
  buf.write(b"0000000000 65535 f \n")
276
  for i in range(1, 6):
277
  buf.write(f"{offsets[i]:010d} 00000 n \n".encode())