aboutsummaryrefslogtreecommitdiffhomepage
path: root/notebooks/final_run.ipynb
blob: 5714ad43a92f34c65a915f922727a7faff341de0 (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sec_certs.dataset import CCDataset\n",
    "from pathlib import Path\n",
    "import shutil\n",
    "import subprocess\n",
    "from sec_certs.utils import helpers\n",
    "from urllib.parse import unquote_plus, urlparse"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def hash_file(path):\n",
    "    return helpers.get_sha256_filepath(path)\n",
    "def extract_filename(link):\n",
    "    return unquote_plus(str(urlparse(link).path).split(\"/\")[-1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n",
      "True\n"
     ]
    }
   ],
   "source": [
    "# A directory with a dump of the documents that will enrich the dataset.\n",
    "doc_dump_dir = Path(\"cc_certs_09_10_2022\")\n",
    "print(doc_dump_dir.exists())\n",
    "\n",
    "# An output directory for the dataset.\n",
    "dataset_dir = Path(\"cc_09_10_2022\")\n",
    "print(dataset_dir.exists())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "95d1ec0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "CompletedProcess(args=['git', 'rev-parse', '--short', 'HEAD'], returncode=0)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Print the current commit hash\n",
    "subprocess.run([\"git\", \"rev-parse\", \"--short\", \"HEAD\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tesseract 5.2.0\n",
      " leptonica-1.82.0\n",
      "  libgif 5.2.1 : libjpeg 8d (libjpeg-turbo 2.1.3) : libpng 1.6.38 : libtiff 4.4.0 : zlib 1.2.12 : libwebp 1.2.4 : libopenjp2 2.5.0\n",
      " Found AVX2\n",
      " Found AVX\n",
      " Found FMA\n",
      " Found SSE4.1\n",
      " Found OpenMP 201511\n",
      " Found libarchive 3.6.1 zlib/1.2.12 liblzma/5.2.5 bz2lib/1.0.8 liblz4/1.9.3 libzstd/1.5.2\n",
      " Found libcurl/7.85.0 OpenSSL/1.1.1q zlib/1.2.12 brotli/1.0.9 zstd/1.5.2 libidn2/2.3.3 libpsl/0.21.1 (+libidn2/2.3.0) libssh2/1.10.0 nghttp2/1.50.0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "pdftotext version 22.09.0\n",
      "Copyright 2005-2022 The Poppler Developers - http://poppler.freedesktop.org\n",
      "Copyright 1996-2011, 2022 Glyph & Cog, LLC\n"
     ]
    }
   ],
   "source": [
    "# Print tool versions\n",
    "subprocess.run([\"pdftotext\", \"-v\"])\n",
    "subprocess.run([\"tesseract\", \"-v\"]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "# Create the dataset\n",
    "dset = CCDataset(root_dir=dataset_dir, name=\"cc\", description=\"Final run on 09.10.2022\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:14<00:00,  7.01s/it]\n",
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:04<00:00,  2.00s/it]\n",
      "The CSV cc_09_10_2022/web/cc_products_active.csv contains 8 duplicates by the primary key.\n",
      "The CSV cc_09_10_2022/web/cc_products_archived.csv contains 10 duplicates by the primary key.\n",
      "When merging certificates with dgst b26ce64e0c677e3d, the following mismatch occured: Attribute=security_level, self[security_level]={'ALC_DVS.1', 'EAL2+'}, other[security_level]={'EAL2'}\n",
      "When merging certificates with dgst 7f043162f88a1c3a, the following mismatch occured: Attribute=not_valid_after, self[not_valid_after]=2024-09-19, other[not_valid_after]=2024-09-18\n",
      "When merging certificates with dgst 109eb2158ca6a2f9, the following mismatch occured: Attribute=security_level, self[security_level]={'ADV_IMP.2', 'AVA_VLA.4', 'AVA_MSU.3', 'EAL4+', 'ATE_DPT.2'}, other[security_level]={'ADV_DVS.2', 'AVA_VLA.4', 'AVA_MSU.3', 'EAL5+'}\n",
      "When merging certificates with dgst c437d26a62a22c39, the following mismatch occured: Attribute=not_valid_after, self[not_valid_after]=2019-11-19, other[not_valid_after]=2018-05-07\n"
     ]
    }
   ],
   "source": [
    "# Get the metadata\n",
    "dset.get_certs_from_web()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Duplicate entry in PP dataset: ('Protection Profile for Enterprise Security Management Policy Management', 'https://www.commoncriteriaportal.org/files/ppfiles/PP_ESM_PM_V1.4.pdf')\n",
      "Duplicate entry in PP dataset: ('Stateful Traffic Filter Firewall Extended Package for Network Device Protection Profile', 'https://www.commoncriteriaportal.org/files/ppfiles/PP_ND_TFFWEP_V1.0.pdf')\n",
      "Duplicate entry in PP dataset: ('Stateful Traffic Filter Firewall Extended Package for Network Device Protection Profile', 'https://www.commoncriteriaportal.org/files/ppfiles/PP_ND_TFFWEP_V1.0.pdf')\n",
      "Duplicate entry in PP dataset: ('Public Key-Enabled Application Family of Protection Profiles', 'https://www.commoncriteriaportal.org/files/ppfiles/PP_VID3004-PP.pdf')\n",
      "Duplicate entry in PP dataset: ('Protection Profile for Wireless Local Area Network (WLAN) Access Systems', 'https://www.commoncriteriaportal.org/files/ppfiles/PP_WLAN_AS_V1.0.pdf')\n",
      "Duplicate entry in PP dataset: ('PC Client Specific Trusted Platform Module Family 1.2; Level 2, Version 1.1', 'https://www.commoncriteriaportal.org/files/ppfiles/pp0030b.pdf')\n",
      "Duplicate entry in PP dataset: ('Protection Profile for Enterprise Security Management Access Control', 'https://www.commoncriteriaportal.org/files/ppfiles/pp_esm_ac_v2.1.pdf')\n",
      "Duplicate entry in PP dataset: ('U.S. Government Protection Profile Intrusion Detection System - System for Basic Robustness Environments, Version 1.7', 'https://www.commoncriteriaportal.org/files/ppfiles/pp_ids_sys_br_v1.7.pdf')\n",
      "Duplicate entry in PP dataset: ('Network Device Protection Profile Extended Package SIP Server', 'https://www.commoncriteriaportal.org/files/ppfiles/pp_nd_sip_ep_v1.1.pdf')\n",
      "Duplicate entry in PP dataset: ('Network Device Protection Profile Extended Package VPN Gateway', 'https://www.commoncriteriaportal.org/files/ppfiles/pp_nd_vpn_gw_ep_v1.1.pdf')\n",
      "Duplicate entry in PP dataset: ('Extended Package for Secure Shell (SSH), Version 1.0', 'https://www.commoncriteriaportal.org/files/ppfiles/pp_ssh_ep_v1.0.pdf')\n",
      "Duplicate entry in PP dataset: ('Protection Profile for Software Full Disk Encryption', 'https://www.commoncriteriaportal.org/files/ppfiles/pp_swfde_v1.1.pdf')\n",
      "Duplicate entry in PP dataset: ('Smart Card Security User Group - Smart Card Protection Profile, Version 3.0', 'https://www.commoncriteriaportal.org/files/ppfiles/scsugpp.pdf')\n"
     ]
    }
   ],
   "source": [
    "# Process the profiles?\n",
    "dset.process_protection_profiles()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "# Enrich the dataset with the pre-downloaded PDFs (collected over multiple runs to fill in the timeouts and disappearances).\n",
    "dset.reports_pdf_dir.mkdir(parents=True, exist_ok=True)\n",
    "dset.targets_pdf_dir.mkdir(parents=True, exist_ok=True)\n",
    "for cert in dset:\n",
    "    report_pdf = doc_dump_dir / \"report\" / \"pdf\" / f\"{cert.dgst}.pdf\"\n",
    "    if report_pdf.exists():\n",
    "        shutil.copy(report_pdf, cert.state.report_pdf_path)\n",
    "        cert.state.report_download_ok = True\n",
    "        cert.state.report_pdf_hash = hash_file(cert.state.report_pdf_path)\n",
    "    cert.pdf_data.report_filename = extract_filename(cert.report_link)\n",
    "\n",
    "    target_pdf = doc_dump_dir / \"target\" / \"pdf\" / f\"{cert.dgst}.pdf\"\n",
    "    if target_pdf.exists():\n",
    "        shutil.copy(target_pdf, cert.state.st_pdf_path)\n",
    "        cert.state.st_download_ok = True\n",
    "        cert.state.st_pdf_hash = hash_file(cert.state.st_pdf_path)\n",
    "    cert.pdf_data.st_filename = extract_filename(cert.st_link)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading reports:   0%|                                                                                                             | 0/14 [00:00<?, ?it/s]Cert dgst: 82fcce2db9ef6063 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/emCA%20Certification%20Report%20v1.0.pdf, code: nok\n",
      "Cert dgst: 02482228eb547c15 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid4016a-vr.pdf, code: nok\n",
      "Cert dgst: d79ecebfe21f2144 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid10024a-vr.pdf, code: nok\n",
      "Cert dgst: a90d78924e91dc6c failed to download report from https://www.commoncriteriaportal.org/files/epfiles/ANSSI-CC_2010-03en1.pdf, code: nok\n",
      "Cert dgst: 8ac22970bd8042d2 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid4016b-vr.pdf, code: nok\n",
      "Cert dgst: e27eb9efbd67c4f7 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/Document%20SAFER%20Blue%202%20Security%20Target%20V1.10_???.pdf, code: nok\n",
      "Cert dgst: ace7ea6d7f58dbb1 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/0308a_pdf.pdf, code: nok\n",
      "Cert dgst: 305af0eec85bb856 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/[KECS-CR-13-28]%20AhnLab%20TrusGuard%20V2.2(??).pdf, code: nok\n",
      "Downloading reports:  57%|█████████████████████████████████████████████████████████▋                                           | 8/14 [00:01<00:00,  7.99it/s]Cert dgst: 391c8b9254ed6ed9 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/silverpeak-v31-cert-eng.pdf, code: nok\n",
      "Cert dgst: 1a8ac8fbe5bfcda9 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/SERTIT-017_CR_Thinklogical_VX160_KVM_Matrix_switch_v1.01.pdf, code: nok\n",
      "Cert dgst: 7d074a56ee50aec4 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid3012a-vr.pdf, code: nok\n",
      "Cert dgst: 6af4a27251001715 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid10491-vr, code: nok\n",
      "Cert dgst: d0d0dfe4860db6be failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid1023-vr.pdf, code: nok\n",
      "Cert dgst: 811ca609aebe2e96 failed to download report from https://www.commoncriteriaportal.org/files/epfiles/st_vid10355-vr.pdf, code: nok\n",
      "Downloading reports: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████| 14/14 [00:02<00:00,  6.98it/s]\n",
      "Downloading targets:   0%|                                                                                                             | 0/14 [00:00<?, ?it/s]Cert dgst: e27eb9efbd67c4f7 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/Document%20SAFER%20Blue%202%20Security%20Target%20V1.10_???.pdf, code: nok\n",
      "Cert dgst: 305af0eec85bb856 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/CC-TG22-???????_??.pdf, code: nok\n",
      "Cert dgst: a90d78924e91dc6c failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/ANSSI-CC-cible_2010-03en1.pdf, code: nok\n",
      "Cert dgst: 02482228eb547c15 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/st_vid4016a-st.pdf, code: nok\n",
      "Downloading targets:  29%|████████████████████████████▊                                                                        | 4/14 [00:01<00:02,  4.00it/s]Cert dgst: 811ca609aebe2e96 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/st_vid10355-st.pdf, code: nok\n",
      "Cert dgst: 391c8b9254ed6ed9 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/silverpeak-v31-sec-eng.pdf, code: nok\n",
      "Downloading targets:  43%|███████████████████████████████████████████▎                                                         | 6/14 [00:02<00:02,  2.82it/s]Cert dgst: 6af4a27251001715 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/st_vid10491-st, code: nok\n",
      "Cert dgst: 1a8ac8fbe5bfcda9 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/ThinklogicalSecurityTarget_3_6_VX1601.pdf, code: nok\n",
      "Downloading targets: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████| 14/14 [00:09<00:00,  1.55it/s]\n"
     ]
    }
   ],
   "source": [
    "# Try to download last missing (or ones not present in the pre-downloaded)\n",
    "dset.download_all_pdfs(fresh=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Converting reports to txt:   2%|██                                                                                         | 118/5115 [00:06<04:56, 16.83it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/bfc86f14e2484335.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/bfc86f14e2484335.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: bfc86f14e2484335 failed to convert report pdf->txt\n",
      "Converting reports to txt:   3%|███                                                                                        | 169/5115 [00:09<04:21, 18.89it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/1ee7ecee9e7e131c.pdf\n",
      "Converting reports to txt:   4%|███▍                                                                                       | 194/5115 [00:10<04:03, 20.19it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/d8c205b4924f91b3.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/f8a79eb20ade29af.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/3477723044183b31.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/82c24f729c2e0092.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/20874d4fa6e4c878.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/b3757b6bb5f884d4.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/0f9468a2e263d3a3.pdf\n",
      "Converting reports to txt:   4%|███▋                                                                                       | 209/5115 [00:21<04:52, 16.79it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/66bbd8fb83f0abbb.pdf\n",
      "Converting reports to txt:   4%|███▋                                                                                       | 210/5115 [00:32<41:11,  1.98it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/e1daa354ae5a61fd.pdf\n",
      "Converting reports to txt:   4%|███▋                                                                                     | 211/5115 [03:29<7:43:05,  5.67s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/7a0e44767b51f0c4.pdf\n",
      "Converting reports to txt:   4%|███▋                                                                                     | 212/5115 [03:32<7:34:16,  5.56s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/051066781c36ad55.pdf\n",
      "Converting reports to txt:   4%|███▋                                                                                     | 214/5115 [03:54<8:12:36,  6.03s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/03bce905b71945aa.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/0286c223fc4e626a.pdf\n",
      "Converting reports to txt:   4%|███▊                                                                                     | 216/5115 [03:57<7:05:01,  5.21s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/559e4549a852aab2.pdf\n",
      "Converting reports to txt:   4%|███▊                                                                                     | 220/5115 [03:58<4:22:42,  3.22s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/c5e25f90c7006546.pdf\n",
      "Converting reports to txt:   4%|███▊                                                                                    | 221/5115 [05:32<19:48:13, 14.57s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/744a7a202d909323.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/449c74a92ebb61a4.pdf\n",
      "Converting reports to txt:   4%|███▊                                                                                    | 222/5115 [07:49<45:00:22, 33.11s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/c80801f9a71b030e.pdf\n",
      "Converting reports to txt:   7%|██████                                                                                     | 339/5115 [08:27<19:08,  4.16it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/852cad2f53bda148.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/b0deb8e9d0026b64.pdf\n",
      "Converting reports to txt:   7%|██████▏                                                                                    | 351/5115 [08:28<15:46,  5.03it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/56be1d745bbb4994.pdf\n",
      "Converting reports to txt:   9%|███████▉                                                                                   | 446/5115 [08:50<08:50,  8.80it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/af6767c887ae930a.pdf\n",
      "Converting reports to txt:   9%|████████                                                                                   | 455/5115 [09:02<08:47,  8.84it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/d2f75cdaeb322e7f.pdf\n",
      "Converting reports to txt:   9%|███████▉                                                                                 | 456/5115 [09:12<1:06:21,  1.17it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/d7300e1bfafed26e.pdf\n",
      "Converting reports to txt:   9%|███████▉                                                                                 | 459/5115 [10:47<6:22:07,  4.92s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/7015af58766db091.pdf\n",
      "Converting reports to txt:   9%|████████                                                                                | 467/5115 [12:48<11:23:24,  8.82s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/85328590c0d7273f.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/e56e14e8cbf89e3c.pdf\n",
      "Converting reports to txt:   9%|████████▏                                                                                | 474/5115 [13:11<8:54:27,  6.91s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/4844355021ea22f1.pdf\n",
      "Converting reports to txt:   9%|████████▎                                                                                | 476/5115 [13:19<8:26:32,  6.55s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/21a1deda31c3e213.pdf\n",
      "Converting reports to txt:   9%|████████▎                                                                                | 477/5115 [13:20<7:51:36,  6.10s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/d8aff63d56506605.pdf\n",
      "Converting reports to txt:   9%|████████▏                                                                               | 479/5115 [14:07<13:56:49, 10.83s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/aca070da96add3b6.pdf\n",
      "Converting reports to txt:   9%|████████▎                                                                               | 480/5115 [14:39<18:14:05, 14.16s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/c8982f2e8de39b22.pdf\n",
      "Converting reports to txt:  10%|████████▌                                                                                | 489/5115 [14:40<6:09:04,  4.79s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/977b04d04def60a7.pdf\n",
      "Converting reports to txt:  10%|████████▌                                                                                | 494/5115 [15:01<5:53:31,  4.59s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/6eeed6fefb1f0243.pdf\n",
      "Converting reports to txt:  10%|████████▌                                                                               | 496/5115 [17:12<18:45:44, 14.62s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/62313881916550ca.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/6f8d7a6a1dea6a3a.pdf\n",
      "Converting reports to txt:  10%|████████▌                                                                               | 497/5115 [17:17<17:27:33, 13.61s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/e6cffd14e732a030.pdf\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Converting reports to txt:  10%|████████▌                                                                               | 498/5115 [17:18<15:20:52, 11.97s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/47913a485c3c8a18.pdf\n",
      "Converting reports to txt:  10%|████████▊                                                                                | 503/5115 [17:29<9:17:26,  7.25s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/b0b7b073ca2dfe5f.pdf\n",
      "Converting reports to txt:  10%|████████▋                                                                               | 504/5115 [18:31<17:41:13, 13.81s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/60f3bd10ee9be85b.pdf\n",
      "Converting reports to txt:  10%|████████▋                                                                               | 505/5115 [19:14<23:14:43, 18.15s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/5c3806bf79eeab7f.pdf\n",
      "Converting reports to txt:  10%|████████▊                                                                               | 514/5115 [21:40<21:48:26, 17.06s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/4c9468f20fdb04f7.pdf\n",
      "Converting reports to txt:  10%|████████▉                                                                               | 518/5115 [21:41<14:52:15, 11.65s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/9ee9f3c598318ae5.pdf\n",
      "Converting reports to txt:  11%|█████████▌                                                                               | 547/5115 [21:54<2:06:01,  1.66s/it]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/afde7a688dcc5c83.pdf\n",
      "Converting reports to txt:  17%|███████████████                                                                            | 849/5115 [22:42<09:07,  7.79it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/4de4a9f436958574.pdf\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/98668cafb8dda26f.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/98668cafb8dda26f.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 98668cafb8dda26f failed to convert report pdf->txt\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/02958808b57334f0.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/02958808b57334f0.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 02958808b57334f0 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/4de4a9f436958574.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 4de4a9f436958574 failed to convert report pdf->txt\n",
      "Converting reports to txt:  22%|███████████████████▉                                                                      | 1132/5115 [23:06<04:36, 14.41it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/9903c89cbb35eec1.pdf\n",
      "Converting reports to txt:  24%|█████████████████████▉                                                                    | 1245/5115 [23:15<05:08, 12.54it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/1faf7bf1f74a1851.pdf\n",
      "Converting reports to txt:  28%|█████████████████████████                                                                 | 1423/5115 [23:30<04:34, 13.46it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/422dc5758723c7d1.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/422dc5758723c7d1.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 422dc5758723c7d1 failed to convert report pdf->txt\n",
      "Converting reports to txt:  31%|████████████████████████████▎                                                             | 1608/5115 [23:43<04:03, 14.41it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/b93dfa0a8ec3609c.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/6ed5861434d5fed9.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/3df01446a2b92093.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/209e2d18e1fa0cca.pdf\n",
      "Converting reports to txt:  35%|███████████████████████████████▏                                                          | 1769/5115 [24:02<07:50,  7.11it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/3e5591d086a54905.pdf\n",
      "Converting reports to txt:  36%|████████████████████████████████▌                                                         | 1852/5115 [24:10<05:03, 10.74it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/d3568613c552f9e8.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/d3568613c552f9e8.pdf, using garbage: pdftoppm failed: 99\n",
      "Converting reports to txt:  38%|██████████████████████████████████▎                                                       | 1951/5115 [24:19<04:47, 11.00it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/822e5f25e7c4631e.pdf\n",
      "Converting reports to txt:  38%|██████████████████████████████████▍                                                       | 1960/5115 [24:21<06:34,  8.00it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/2d05e976e1adf696.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/2d05e976e1adf696.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 2d05e976e1adf696 failed to convert report pdf->txt\n",
      "Converting reports to txt:  41%|█████████████████████████████████████▏                                                    | 2110/5115 [24:33<04:05, 12.26it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/69d373903e9635ef.pdf\n",
      "Converting reports to txt:  42%|█████████████████████████████████████▉                                                    | 2153/5115 [24:37<04:17, 11.51it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/ae1b80e9cccec491.pdf\n",
      "Converting reports to txt:  42%|██████████████████████████████████████▏                                                   | 2172/5115 [24:42<07:16,  6.74it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/21d5f1b05e1ba491.pdf\n",
      "Converting reports to txt:  47%|██████████████████████████████████████████                                                | 2390/5115 [25:09<03:33, 12.75it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/3f8cee6d5bee5397.pdf\n",
      "Converting reports to txt:  56%|██████████████████████████████████████████████████▋                                       | 2884/5115 [26:17<04:55,  7.54it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/7e32023021d5aad2.pdf\n",
      "Converting reports to txt:  59%|████████████████████████████████████████████████████▉                                     | 3008/5115 [26:49<03:53,  9.02it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/b43100f226a61f53.pdf\n",
      "Converting reports to txt:  59%|█████████████████████████████████████████████████████▏                                    | 3023/5115 [26:50<03:20, 10.43it/s]Error during OCR of cc_09_10_2022/certs/reports/pdf/b43100f226a61f53.pdf, using garbage: pdftoppm failed: 99\n",
      "Converting reports to txt:  75%|███████████████████████████████████████████████████████████████████▎                      | 3827/5115 [28:03<01:36, 13.34it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/f9c8da9deff77ab5.pdf\n",
      "Converting reports to txt:  75%|███████████████████████████████████████████████████████████████████▌                      | 3843/5115 [28:04<01:31, 13.88it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/6db03eff148934a4.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/f9c8da9deff77ab5.pdf, using garbage: pdftoppm failed: 1\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/03cc150ce40cf816.pdf\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cert dgst: f9c8da9deff77ab5 failed to convert report pdf->txt\n",
      "Converting reports to txt:  76%|████████████████████████████████████████████████████████████████████▌                     | 3900/5115 [28:07<01:29, 13.63it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/3570791ff9c92912.pdf\n",
      "Converting reports to txt:  77%|█████████████████████████████████████████████████████████████████████▍                    | 3948/5115 [28:12<01:59,  9.80it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/ed886279d0d61096.pdf\n",
      "Converting reports to txt:  86%|█████████████████████████████████████████████████████████████████████████████▌            | 4407/5115 [29:04<01:00, 11.64it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/c763b37bb95517e9.pdf\n",
      "Converting reports to txt:  87%|█████████████████████████████████████████████████████████████████████████████▉            | 4430/5115 [29:05<00:53, 12.70it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/40640508ac3a37f2.pdf\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Converting reports to txt:  87%|██████████████████████████████████████████████████████████████████████████████▏           | 4444/5115 [29:07<00:57, 11.59it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/7147c2f70d983d57.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/7147c2f70d983d57.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 7147c2f70d983d57 failed to convert report pdf->txt\n",
      "Converting reports to txt:  95%|█████████████████████████████████████████████████████████████████████████████████████     | 4835/5115 [29:41<00:25, 11.10it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/3ad7749ef678ce95.pdf\n",
      "Converting reports to txt:  95%|█████████████████████████████████████████████████████████████████████████████████████▊    | 4877/5115 [29:44<00:16, 14.32it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/1683817e5db17d9c.pdf\n",
      "Converting reports to txt:  96%|██████████████████████████████████████████████████████████████████████████████████████▏   | 4899/5115 [29:45<00:13, 16.09it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/b762fcb2983aa148.pdf\n",
      "Converting reports to txt:  96%|██████████████████████████████████████████████████████████████████████████████████████▌   | 4919/5115 [29:47<00:15, 12.37it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/cc681ca95621a6db.pdf\n",
      "Converting reports to txt:  96%|██████████████████████████████████████████████████████████████████████████████████████▊   | 4931/5115 [29:48<00:15, 11.60it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/889693d2b11bdfaf.pdf\n",
      "Converting reports to txt:  97%|███████████████████████████████████████████████████████████████████████████████████████   | 4945/5115 [29:49<00:14, 12.02it/s]Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/876cb2fe02017f3f.pdf\n",
      "Converting reports to txt: 100%|██████████████████████████████████████████████████████████████████████████████████████████| 5115/5115 [30:08<00:00,  2.83it/s]\n",
      "Converting targets to txt:   2%|█▉                                                                                         | 109/5038 [00:28<23:55,  3.43it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Converting targets to txt:   2%|██                                                                                         | 117/5038 [00:29<20:18,  4.04it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/bfc86f14e2484335.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/bfc86f14e2484335.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: bfc86f14e2484335 failed to convert security target pdf->txt\n",
      "Converting targets to txt:  10%|█████████▍                                                                                 | 522/5038 [02:45<19:55,  3.78it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/4c9468f20fdb04f7.pdf\n",
      "Converting targets to txt:  11%|█████████▌                                                                                 | 529/5038 [02:49<23:50,  3.15it/s]Error during OCR of cc_09_10_2022/certs/targets/pdf/4c9468f20fdb04f7.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 4c9468f20fdb04f7 failed to convert security target pdf->txt\n",
      "Converting targets to txt:  21%|███████████████████                                                                       | 1064/5038 [05:14<11:32,  5.74it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/a2b962c7f1d2bc56.pdf\n",
      "Converting targets to txt:  21%|███████████████████▏                                                                      | 1072/5038 [05:15<11:35,  5.70it/s]Error during OCR of cc_09_10_2022/certs/targets/pdf/a2b962c7f1d2bc56.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: a2b962c7f1d2bc56 failed to convert security target pdf->txt\n",
      "Converting targets to txt:  28%|█████████████████████████▎                                                                | 1415/5038 [06:46<13:42,  4.41it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Converting targets to txt:  28%|█████████████████████████▍                                                                | 1422/5038 [06:49<17:28,  3.45it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/422dc5758723c7d1.pdf\n",
      "Converting targets to txt:  28%|█████████████████████████▌                                                                | 1429/5038 [06:50<15:03,  4.00it/s]Error during OCR of cc_09_10_2022/certs/targets/pdf/422dc5758723c7d1.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 422dc5758723c7d1 failed to convert security target pdf->txt\n",
      "Converting targets to txt:  31%|████████████████████████████▏                                                             | 1576/5038 [07:30<17:18,  3.33it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/063d3805a3b12930.pdf\n",
      "Converting targets to txt:  33%|█████████████████████████████▋                                                            | 1660/5038 [07:48<10:10,  5.53it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/2f4a41e8a5dfac6a.pdf\n",
      "Converting targets to txt:  33%|█████████████████████████████▉                                                            | 1678/5038 [07:52<10:57,  5.11it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/504258938266b87f.pdf\n",
      "Converting targets to txt:  35%|███████████████████████████████▉                                                          | 1785/5038 [08:17<12:26,  4.36it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/de85ff4c31069f12.pdf\n",
      "Converting targets to txt:  37%|█████████████████████████████████▏                                                        | 1855/5038 [08:33<10:24,  5.10it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/d3568613c552f9e8.pdf\n",
      "Converting targets to txt:  37%|█████████████████████████████████▏                                                        | 1858/5038 [08:38<22:57,  2.31it/s]Error during OCR of cc_09_10_2022/certs/targets/pdf/d3568613c552f9e8.pdf, using garbage: pdftoppm failed: 99\n",
      "Converting targets to txt:  40%|███████████████████████████████████▉                                                      | 2015/5038 [09:13<13:29,  3.73it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/b4bc79d8a558c7cf.pdf\n",
      "Converting targets to txt:  40%|████████████████████████████████████                                                      | 2020/5038 [09:14<13:55,  3.61it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/09b43147f1307352.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/c16a92b40550193d.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/ce987167d42db722.pdf\n",
      "Converting targets to txt:  40%|███████████████████████████████████▌                                                    | 2034/5038 [10:29<2:33:49,  3.07s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/2ff761edd4ed9b72.pdf\n",
      "Converting targets to txt:  41%|███████████████████████████████████▉                                                    | 2054/5038 [12:42<3:10:14,  3.83s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/9e4d3347efd95ec9.pdf\n",
      "Converting targets to txt:  43%|███████████████████████████████████████                                                   | 2184/5038 [13:32<15:16,  3.11it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/ad9ea5a4acf9ac53.pdf\n",
      "Converting targets to txt:  44%|██████████████████████████████████████▎                                                 | 2193/5038 [15:35<6:11:17,  7.83s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/28922ef97b2dfaa0.pdf\n",
      "Converting targets to txt:  44%|██████████████████████████████████████▎                                                 | 2195/5038 [15:36<5:00:31,  6.34s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/5c715225c805354f.pdf\n",
      "Converting targets to txt:  68%|█████████████████████████████████████████████████████████████▌                            | 3446/5038 [25:27<06:21,  4.18it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/731102b849e8d104.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/863d91c6a2b8e77a.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/f65cab49ea5422dd.pdf\n",
      "Converting targets to txt:  77%|████████████████████████████████████████████████████████████████████▉                     | 3861/5038 [27:30<04:53,  4.01it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/bc31fd0273ab72f8.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/18e5179ba124af1d.pdf\n",
      "Converting targets to txt:  79%|██████████████████████████████████████████████████████████████████████▉                   | 3974/5038 [28:05<05:39,  3.13it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/5dfeb0219325989b.pdf\n",
      "Converting targets to txt:  79%|███████████████████████████████████████████████████████████████████████                   | 3980/5038 [28:08<06:39,  2.65it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/22617e916bad6f53.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/6344672e3178f63e.pdf\n",
      "Converting targets to txt:  80%|███████████████████████████████████████████████████████████████████████▊                  | 4017/5038 [36:55<48:39,  2.86s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/483dc36fcf11b257.pdf\n",
      "Converting targets to txt:  80%|██████████████████████████████████████████████████████████████████████▎                 | 4027/5038 [38:47<2:20:12,  8.32s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/5885f28f042038c1.pdf\n",
      "Converting targets to txt:  80%|████████████████████████████████████████████████████████████████████████▍                 | 4052/5038 [38:58<19:47,  1.20s/it]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/7b08ad74a882337c.pdf\n",
      "Converting targets to txt:  87%|██████████████████████████████████████████████████████████████████████████████▎           | 4386/5038 [42:02<02:25,  4.47it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/7147c2f70d983d57.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/7147c2f70d983d57.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 7147c2f70d983d57 failed to convert security target pdf->txt\n",
      "Converting targets to txt:  90%|████████████████████████████████████████████████████████████████████████████████▉         | 4529/5038 [42:55<02:40,  3.17it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/931e1b2a68a1bcd2.pdf\n",
      "Converting targets to txt:  92%|██████████████████████████████████████████████████████████████████████████████████▌       | 4622/5038 [43:16<01:33,  4.44it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/16229c97ce083e8c.pdf\n",
      "Converting targets to txt:  99%|████████████████████████████████████████████████████████████████████████████████████████▉ | 4979/5038 [44:47<00:13,  4.31it/s]Error when converting pdf->txt: poppler error creating page\n",
      "Converting targets to txt:  99%|█████████████████████████████████████████████████████████████████████████████████████████ | 4984/5038 [44:49<00:13,  3.94it/s]Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/a552244ec3ca8f60.pdf\n",
      "Converting targets to txt: 100%|██████████████████████████████████████████████████████████████████████████████████████████| 5038/5038 [46:48<00:00,  1.79it/s]\n",
      "Converting reports to txt:   0%|                                                                                                        | 0/8 [00:00<?, ?it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/02958808b57334f0.pdf\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/7147c2f70d983d57.pdf\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/98668cafb8dda26f.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/f9c8da9deff77ab5.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/4de4a9f436958574.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/422dc5758723c7d1.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/2d05e976e1adf696.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/reports/pdf/bfc86f14e2484335.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/02958808b57334f0.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 02958808b57334f0 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/7147c2f70d983d57.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 7147c2f70d983d57 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/98668cafb8dda26f.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 98668cafb8dda26f failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/bfc86f14e2484335.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: bfc86f14e2484335 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/422dc5758723c7d1.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 422dc5758723c7d1 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/f9c8da9deff77ab5.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: f9c8da9deff77ab5 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/2d05e976e1adf696.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 2d05e976e1adf696 failed to convert report pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/reports/pdf/4de4a9f436958574.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 4de4a9f436958574 failed to convert report pdf->txt\n",
      "Converting reports to txt: 100%|████████████████████████████████████████████████████████████████████████████████████████████████| 8/8 [00:01<00:00,  7.98it/s]\n",
      "Converting targets to txt:   0%|                                                                                                        | 0/5 [00:00<?, ?it/s]Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/7147c2f70d983d57.pdf\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/7147c2f70d983d57.pdf, using garbage: pdftoppm failed: 1\n",
      "Error when converting pdf->txt: poppler error creating document\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/a2b962c7f1d2bc56.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/422dc5758723c7d1.pdf\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/bfc86f14e2484335.pdf\n",
      "Cert dgst: 7147c2f70d983d57 failed to convert security target pdf->txt\n",
      "Detected garbage during conversion of cc_09_10_2022/certs/targets/pdf/4c9468f20fdb04f7.pdf\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/a2b962c7f1d2bc56.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: a2b962c7f1d2bc56 failed to convert security target pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/bfc86f14e2484335.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: bfc86f14e2484335 failed to convert security target pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/422dc5758723c7d1.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 422dc5758723c7d1 failed to convert security target pdf->txt\n",
      "Error during OCR of cc_09_10_2022/certs/targets/pdf/4c9468f20fdb04f7.pdf, using garbage: pdftoppm failed: 1\n",
      "Cert dgst: 4c9468f20fdb04f7 failed to convert security target pdf->txt\n",
      "Converting targets to txt: 100%|████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:01<00:00,  4.99it/s]\n"
     ]
    }
   ],
   "source": [
    "# Convert all\n",
    "dset.convert_all_pdfs()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Extracting report metadata:   0%|                                                                                                    | 0/5107 [00:00<?, ?it/s]Failed to read metadata of certs/reports/pdf/1e91595cd5e7fece.pdf, error: Unexpected escaped string: b'\\x83'\n",
      "Failed to read metadata of certs/reports/pdf/451e0806dfcfd29d.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  14%|████████████▍                                                                            | 713/5107 [00:06<00:34, 128.26it/s]Failed to read metadata of certs/reports/pdf/e51bbdd7e3705d61.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  17%|███████████████▏                                                                          | 861/5107 [00:10<01:17, 54.74it/s]PdfReadWarning: Multiple definitions in dictionary at byte 0x59564 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x59571 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5957e for key /Im21 [generic.py:590]\n",
      "Extracting report metadata:  17%|███████████████▋                                                                          | 889/5107 [00:11<01:30, 46.47it/s]PdfReadWarning: Multiple definitions in dictionary at byte 0x5a3f9 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5a406 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5a413 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5b802 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5b80f for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5b81c for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5c501 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5c50e for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5c51b for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5e732 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5e73f for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x5e74c for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x610ef for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x610fc for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x61109 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x75219 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x75226 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x75233 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x78a0e for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x78a1b for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x78a28 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x798c6 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x798d3 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x798e0 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7d599 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7d5a6 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7d5b3 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7e69a for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7e6a7 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7e6b4 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7f838 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7f845 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x7f852 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x80238 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x80245 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x80252 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x810a5 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x810b2 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x810bf for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x82211 for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x8221e for key /Im21 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x8222b for key /Im21 [generic.py:590]\n",
      "Extracting report metadata:  25%|██████████████████████                                                                  | 1281/5107 [00:14<00:33, 113.06it/s]Failed to read metadata of certs/reports/pdf/dc54e899ab191a2a.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  33%|████████████████████████████▉                                                           | 1677/5107 [00:16<00:23, 147.61it/s]Failed to read metadata of certs/reports/pdf/a62c55533f4e1636.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/reports/pdf/d3568613c552f9e8.pdf, error: EOF marker not found\n",
      "Extracting report metadata:  36%|███████████████████████████████▉                                                        | 1856/5107 [00:17<00:20, 155.24it/s]Failed to read metadata of certs/reports/pdf/ea5ffdcf17f6ecf4.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  44%|███████████████████████████████████████                                                 | 2269/5107 [00:19<00:16, 175.34it/s]Failed to read metadata of certs/reports/pdf/1c5deb472a197eb6.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/reports/pdf/0f3295c420339dd2.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  49%|███████████████████████████████████████████▎                                            | 2513/5107 [00:20<00:13, 193.00it/s]Failed to read metadata of certs/reports/pdf/6be07dff9c4ed819.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  59%|███████████████████████████████████████████████████▋                                    | 2998/5107 [00:22<00:09, 214.56it/s]Failed to read metadata of certs/reports/pdf/b43100f226a61f53.pdf, error: EOF marker not found\n",
      "Extracting report metadata:  62%|██████████████████████████████████████████████████████▉                                 | 3189/5107 [00:23<00:09, 205.16it/s]Failed to read metadata of certs/reports/pdf/be0806db6fd6bbe8.pdf, error: 'NumberObject' object is not subscriptable\n",
      "Failed to read metadata of certs/reports/pdf/35ac4cfd1f62df75.pdf, error: 'NumberObject' object is not subscriptable\n",
      "Failed to read metadata of certs/reports/pdf/aaf48074ea1b4bf4.pdf, error: invalid literal for int() with base 10: b'n'\n",
      "Failed to read metadata of certs/reports/pdf/989b106f5e63b4d1.pdf, error: invalid literal for int() with base 10: b'n'\n",
      "Failed to read metadata of certs/reports/pdf/206662b82595265b.pdf, error: 'NumberObject' object is not subscriptable\n",
      "Failed to read metadata of certs/reports/pdf/0160f6becf137107.pdf, error: 'NumberObject' object is not subscriptable\n",
      "Failed to read metadata of certs/reports/pdf/9558a9eaadae855e.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  73%|████████████████████████████████████████████████████████████████▌                       | 3746/5107 [00:30<00:12, 106.48it/s]Failed to read metadata of certs/reports/pdf/9114f0f9938e558c.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/reports/pdf/08b09322ee9df0af.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/reports/pdf/518b3066ebfabcd3.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata:  86%|███████████████████████████████████████████████████████████████████████████▎            | 4370/5107 [00:33<00:04, 164.58it/s]Failed to read metadata of certs/reports/pdf/d455e5408b744b44.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata: 100%|████████████████████████████████████████████████████████████████████████████████████████| 5107/5107 [00:39<00:00, 129.72it/s]\n",
      "Extracting target metadata:   1%|█                                                                                          | 60/5033 [00:01<01:29, 55.86it/s]PdfReadWarning: Multiple definitions in dictionary at byte 0x724b1 for key /Im312 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x724cf for key /Im312 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x724de for key /Im312 [generic.py:590]\n",
      "Failed to read metadata of certs/targets/pdf/d47a03be1cb342b1.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/5af5a1b535422b51.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/21d6eff0bfe3971f.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:   4%|███▉                                                                                      | 222/5033 [00:05<02:23, 33.51it/s]Failed to read metadata of certs/targets/pdf/eee469bd6d07f8db.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:   6%|█████▌                                                                                    | 309/5033 [00:09<03:15, 24.14it/s]Failed to read metadata of certs/targets/pdf/c62b878b1ac43df9.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:   6%|█████▊                                                                                    | 327/5033 [00:10<03:33, 22.02it/s]Failed to read metadata of certs/targets/pdf/4c017087976d05eb.pdf, error: EOF marker not found\n",
      "Extracting target metadata:   7%|██████▏                                                                                   | 346/5033 [00:11<03:44, 20.89it/s]Failed to read metadata of certs/targets/pdf/e676143c80802a59.pdf, error: EOF marker not found\n",
      "Failed to read metadata of certs/targets/pdf/e6e8add5e4db2d9d.pdf, error: EOF marker not found\n",
      "Failed to read metadata of certs/targets/pdf/1c9bd4db3d8388f7.pdf, error: EOF marker not found\n",
      "Failed to read metadata of certs/targets/pdf/4bede5d2af4cb11f.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/0dc53ac916660b90.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:   9%|████████▎                                                                                 | 468/5033 [00:15<02:54, 26.09it/s]Failed to read metadata of certs/targets/pdf/af6767c887ae930a.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/c9b0cae8b5784d2d.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/d2f75cdaeb322e7f.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  11%|█████████▋                                                                                | 539/5033 [00:17<02:26, 30.71it/s]Failed to read metadata of certs/targets/pdf/42d2e68c29d9eef7.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  12%|██████████▎                                                                               | 580/5033 [00:18<02:14, 33.18it/s]Failed to read metadata of certs/targets/pdf/44f1f74c09e634cb.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  13%|███████████▋                                                                              | 657/5033 [00:20<02:07, 34.24it/s]PdfReadWarning: Multiple definitions in dictionary at byte 0x2ee44 for key /Im59 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x6f7cf for key /Im215 [generic.py:590]\n",
      "Extracting target metadata:  19%|█████████████████▍                                                                        | 973/5033 [00:35<02:46, 24.37it/s]Failed to read metadata of certs/targets/pdf/3183166f4cb1c37c.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/b224a05ad0f1ec6b.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  20%|██████████████████▏                                                                      | 1028/5033 [00:36<02:01, 32.99it/s]Failed to read metadata of certs/targets/pdf/0cb80431100b4bd4.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  22%|███████████████████▉                                                                     | 1127/5033 [00:37<01:15, 51.95it/s]Failed to read metadata of certs/targets/pdf/14ddeb255e0a1cd2.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  24%|█████████████████████▎                                                                   | 1204/5033 [00:38<01:05, 58.70it/s]Failed to read metadata of certs/targets/pdf/0c5a0893bb4f17dc.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/c13a0ff38bf1cf86.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  25%|██████████████████████▏                                                                  | 1256/5033 [00:39<01:07, 56.20it/s]Failed to read metadata of certs/targets/pdf/e84d854109fc9e59.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/e39bcd3ef3ba2f00.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  26%|███████████████████████▍                                                                 | 1326/5033 [00:41<01:23, 44.62it/s]Failed to read metadata of certs/targets/pdf/af478678c6464da0.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  31%|███████████████████████████▍                                                             | 1550/5033 [00:47<01:26, 40.08it/s]PdfReadWarning: Multiple definitions in dictionary at byte 0x21033 for key /Im67 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x21067 for key /Im67 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x21074 for key /Im68 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x21081 for key /Im69 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x2108e for key /Im67 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x210b5 for key /Im67 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x210cf for key /Im67 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x2111d for key /Im91 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3eb3f for key /Im111 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3eb4e for key /Im111 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ebf3 for key /Im121 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ec3e for key /Im133 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ec4d for key /Im135 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ec5c for key /Im137 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ec89 for key /Im135 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3eca7 for key /Im145 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ed10 for key /Im143 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x3ed1f for key /Im149 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x61908 for key /Im173 [generic.py:590]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x619e9 for key /Im200 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x61a16 for key /Im205 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x61b7e for key /Im220 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x9146a for key /Im324 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x91479 for key /Im324 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x91488 for key /Im325 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x91497 for key /Im324 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x915e1 for key /Im299 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x9160e for key /Im299 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0x9161d for key /Im365 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xad9f8 for key /Im324 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xada07 for key /Im324 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xada25 for key /Im324 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xadb24 for key /Im365 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xadb42 for key /Im299 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xadb51 for key /Im365 [generic.py:590]\n",
      "PdfReadWarning: Multiple definitions in dictionary at byte 0xadb9c for key /Im364 [generic.py:590]\n",
      "Extracting target metadata:  32%|████████████████████████████▏                                                            | 1595/5033 [00:48<01:23, 41.13it/s]Failed to read metadata of certs/targets/pdf/bbcfe0aee7ea78ea.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/f0bd6a29eee94a2c.pdf, error: PDF metadata unavailable\n",
      "Failed to read metadata of certs/targets/pdf/463ecd64b7506048.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  36%|████████████████████████████████▎                                                        | 1825/5033 [00:51<00:51, 62.73it/s]Failed to read metadata of certs/targets/pdf/d3568613c552f9e8.pdf, error: EOF marker not found\n",
      "Extracting target metadata:  41%|████████████████████████████████████▏                                                    | 2047/5033 [00:54<00:35, 84.65it/s]UserWarning: startxref on same line as offset [pdf.py:1787]\n",
      "Extracting target metadata:  44%|███████████████████████████████████████▏                                                 | 2214/5033 [00:56<00:34, 82.26it/s]Failed to read metadata of certs/targets/pdf/4d2a177384b23fd6.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata:  58%|███████████████████████████████████████████████████▊                                     | 2930/5033 [01:15<00:55, 38.14it/s]Failed to read metadata of certs/targets/pdf/a83fe0ea2f391ee8.pdf, error: too many values to unpack (expected 2)\n",
      "Extracting target metadata:  63%|████████████████████████████████████████████████████████▏                                | 3178/5033 [01:21<00:48, 37.97it/s]Failed to read metadata of certs/targets/pdf/907433fbf9e00ce3.pdf, error: Could not find xref table at specified location\n",
      "Extracting target metadata:  84%|██████████████████████████████████████████████████████████████████████████▎              | 4203/5033 [01:38<00:14, 56.58it/s]UserWarning: startxref on same line as offset [pdf.py:1787]\n",
      "Extracting target metadata:  96%|█████████████████████████████████████████████████████████████████████████████████████▊   | 4854/5033 [01:46<00:02, 81.59it/s]Failed to read metadata of certs/targets/pdf/fc8d2eade14aa446.pdf, error: 'NumberObject' object is not subscriptable\n",
      "Extracting target metadata:  99%|███████████████████████████████████████████████████████████████████████████████████████▉ | 4976/5033 [01:48<00:00, 68.63it/s]Failed to read metadata of certs/targets/pdf/a334142059d865a2.pdf, error: PDF metadata unavailable\n",
      "Extracting target metadata: 100%|████████████████████████████████████████████████████████████████████████████████████████▉| 5032/5033 [01:49<00:00, 64.34it/s]Failed to read metadata of certs/targets/pdf/a552244ec3ca8f60.pdf, error: EOF marker not found\n",
      "Extracting target metadata: 100%|█████████████████████████████████████████████████████████████████████████████████████████| 5033/5033 [01:50<00:00, 45.39it/s]\n",
      "Extracting report frontpages:   8%|███████                                                                                | 414/5107 [00:01<00:11, 392.53it/s]WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/4844355021ea22f1.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/21a1deda31c3e213.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/4844355021ea22f1.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/21a1deda31c3e213.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/aca070da96add3b6.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/d8aff63d56506605.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/aca070da96add3b6.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/d8aff63d56506605.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/977b04d04def60a7.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/977b04d04def60a7.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/6eeed6fefb1f0243.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/6eeed6fefb1f0243.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/62313881916550ca.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/62313881916550ca.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/6f8d7a6a1dea6a3a.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/6f8d7a6a1dea6a3a.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/47913a485c3c8a18.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/47913a485c3c8a18.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/b0b7b073ca2dfe5f.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/b0b7b073ca2dfe5f.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/60f3bd10ee9be85b.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/5c3806bf79eeab7f.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/60f3bd10ee9be85b.txt\n",
      "WARNING: multiple rules are matching same certification document: cc_09_10_2022/certs/reports/txt/5c3806bf79eeab7f.txt\n",
      "Extracting report frontpages: 100%|██████████████████████████████████████████████████████████████████████████████████████| 5107/5107 [00:14<00:00, 350.74it/s]\n",
      "Extracting target frontpages: 100%|██████████████████████████████████████████████████████████████████████████████████████| 5033/5033 [00:19<00:00, 255.18it/s]\n",
      "Extracting report keywords: 100%|███████████████████████████████████████████████████████████████████████████████████████| 5107/5107 [8:44:06<00:00,  6.16s/it]\n",
      "Extracting target keywords: 100%|█████████████████████████████████████████████████████████████████████████████████████████| 5033/5033 [34:44<00:00,  2.42it/s]\n",
      "Fitting the CPE classifier: 100%|█████████████████████████████████████████████████████████████████████████████████| 859965/859965 [00:01<00:00, 836963.35it/s]\n",
      "Predicting CPE matches with the classifier:  33%|███████████████████████▉                                                 | 1686/5129 [00:53<01:43, 33.41it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "geee\n",
      "geee\n",
      "geee\n",
      "geee\n",
      "geee\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Predicting CPE matches with the classifier: 100%|█████████████████████████████████████████████████████████████████████████| 5129/5129 [02:57<00:00, 28.82it/s]\n",
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 21/21 [00:13<00:00,  1.58it/s]\n",
      "Building CVEDataset from jsons: 100%|█████████████████████████████████████████████████████████████████████████████████████████| 21/21 [04:17<00:00, 12.24s/it]\n",
      "parsing cpe matching (by NIST) dictionary: 100%|███████████████████████████████████████████████████████████████████| 398786/398786 [00:26<00:00, 15135.38it/s]\n",
      "Building-up lookup dictionaries for fast CVE matching: 100%|███████████████████████████████████████████████████████| 197102/197102 [00:18<00:00, 10511.33it/s]\n",
      "Computing related CVES: 100%|████████████████████████████████████████████████████████████████████████████████████████████| 650/650 [00:00<00:00, 70385.13it/s]\n",
      "WARNING:root:There were total of 153 certificates skipped due to duplicity\n"
     ]
    }
   ],
   "source": [
    "# Analyze all\n",
    "dset.analyze_certificates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading reports: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 459/459 [01:39<00:00,  4.62it/s]\n",
      "Downloading targets:  75%|█████████████████████████████████████████████████████████████████████████▏                        | 343/459 [01:56<00:46,  2.49it/s]ERROR:sec_certs.sample.certificate:Cert dgst: cert_5ab17f47ec6820f3_update_0cbfc8dd71545605 failed to download ST from https://www.commoncriteriaportal.org/files/epfiles/[ST]%20Samsung%20Multifunction%20MultiXpress%20X4300%20K4350_v1.4(???).pdf, code: nok\n",
      "Downloading targets: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 459/459 [02:31<00:00,  3.03it/s]\n",
      "Converting reports to txt:   0%|                                                                                                      | 0/459 [00:00<?, ?it/s]WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/reports/pdf/cert_dbaf9789160ca414_update_05b659f9e1f5e5a6.pdf\n",
      "WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/reports/pdf/cert_6785be05d030779b_update_bec315e0f592c9c3.pdf\n",
      "Converting reports to txt:  19%|█████████████████▋                                                                           | 87/459 [00:03<00:13, 28.11it/s]WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/reports/pdf/cert_b891647233f3f188_update_66d87388520b9048.pdf\n",
      "Converting reports to txt:  86%|███████████████████████████████████████████████████████████████████████████████▏            | 395/459 [00:09<00:01, 43.29it/s]ERROR:sec_certs.utils.pdf:Error when converting pdf->txt: poppler error creating document\n",
      "WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/reports/pdf/cert_8ba5d4d02ea73d3d_update_d879046e9be61396.pdf\n",
      "Converting reports to txt:  95%|███████████████████████████████████████████████████████████████████████████████████████▍    | 436/459 [00:10<00:00, 41.44it/s]ERROR:sec_certs.utils.pdf:Error during OCR of cc_09_10_2022/certs/maintenances/reports/pdf/cert_8ba5d4d02ea73d3d_update_d879046e9be61396.pdf, using garbage: pdftoppm failed: 1\n",
      "ERROR:sec_certs.sample.certificate:Cert dgst: cert_8ba5d4d02ea73d3d_update_d879046e9be61396 failed to convert report pdf->txt\n",
      "Converting reports to txt: 100%|████████████████████████████████████████████████████████████████████████████████████████████| 459/459 [00:22<00:00, 20.30it/s]\n",
      "Converting targets to txt:  36%|█████████████████████████████████▌                                                          | 167/458 [00:45<00:53,  5.49it/s]WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/targets/pdf/cert_09b43147f1307352_update_a1ff8f3d472941f7.pdf\n",
      "Converting targets to txt:  75%|█████████████████████████████████████████████████████████████████████                       | 344/458 [01:27<00:27,  4.19it/s]WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/targets/pdf/cert_bd5c7bb29151de01_update_070f8e523f3deba1.pdf\n",
      "WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/targets/pdf/cert_ef9565620c399b7e_update_b169fd5fee2eb72b.pdf\n",
      "Converting targets to txt: 100%|████████████████████████████████████████████████████████████████████████████████████████████| 458/458 [05:10<00:00,  1.47it/s]\n",
      "Converting reports to txt:   0%|                                                                                                        | 0/1 [00:00<?, ?it/s]ERROR:sec_certs.utils.pdf:Error when converting pdf->txt: poppler error creating document\n",
      "WARNING:sec_certs.utils.pdf:Detected garbage during conversion of cc_09_10_2022/certs/maintenances/reports/pdf/cert_8ba5d4d02ea73d3d_update_d879046e9be61396.pdf\n",
      "ERROR:sec_certs.utils.pdf:Error during OCR of cc_09_10_2022/certs/maintenances/reports/pdf/cert_8ba5d4d02ea73d3d_update_d879046e9be61396.pdf, using garbage: pdftoppm failed: 1\n",
      "ERROR:sec_certs.sample.certificate:Cert dgst: cert_8ba5d4d02ea73d3d_update_d879046e9be61396 failed to convert report pdf->txt\n",
      "Converting reports to txt: 100%|████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00,  1.00s/it]\n",
      "Extracting report metadata:  81%|█████████████████████████████████████████████████████████████████████████                 | 372/458 [00:01<00:00, 369.89it/s]ERROR:sec_certs.utils.pdf:Failed to read metadata of maintenances/reports/pdf/cert_d455e5408b744b44_update_16f77dbd34439401.pdf, error: PDF metadata unavailable\n",
      "Extracting report metadata: 100%|██████████████████████████████████████████████████████████████████████████████████████████| 458/458 [00:02<00:00, 227.06it/s]\n",
      "Extracting target metadata:  63%|█████████████████████████████████████████████████████████▍                                 | 289/458 [00:09<00:05, 28.98it/s]ERROR:sec_certs.utils.pdf:Failed to read metadata of maintenances/targets/pdf/cert_bbc41d7d09e40c0c_update_784535cca61b58a7.pdf, error: too many values to unpack (expected 2)\n",
      "Extracting target metadata: 100%|███████████████████████████████████████████████████████████████████████████████████████████| 458/458 [00:12<00:00, 37.95it/s]\n",
      "Extracting report frontpages: 100%|████████████████████████████████████████████████████████████████████████████████████████| 458/458 [00:01<00:00, 455.49it/s]\n",
      "Extracting target frontpages: 100%|████████████████████████████████████████████████████████████████████████████████████████| 458/458 [00:02<00:00, 227.51it/s]\n",
      "Extracting report keywords: 100%|███████████████████████████████████████████████████████████████████████████████████████████| 458/458 [00:15<00:00, 30.39it/s]\n",
      "Extracting target keywords: 100%|███████████████████████████████████████████████████████████████████████████████████████████| 458/458 [03:48<00:00,  2.01it/s]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<sec_certs.dataset.common_criteria.CCDatasetMaintenanceUpdates at 0x7f780d79df00>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# And do maintenance updates as well\n",
    "dset.process_maintenance_updates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "# Finally, dump it all\n",
    "dset.to_json()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}