duplicated block id: 1
size: 43 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1657:1714)
 - ez_wsi_dicomweb/dicom_slide.py (2197:2254)

duplicated block id: 2
size: 19 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1101:1119)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1406:1424)

duplicated block id: 3
size: 16 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1794:1809)
 - ez_wsi_dicomweb/dicom_slide.py (2294:2309)

duplicated block id: 4
size: 16 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1829:1845)
 - ez_wsi_dicomweb/dicom_slide.py (2328:2344)

duplicated block id: 5
size: 16 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1181:1197)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1485:1501)

duplicated block id: 6
size: 15 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1282:1308)
 - ez_wsi_dicomweb/dicom_store.py (87:113)

duplicated block id: 7
size: 14 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/slide_level_map.py (538:551)
 - ez_wsi_dicomweb/slide_level_map.py (1495:1508)

duplicated block id: 8
size: 14 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1470:1483)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1511:1524)

duplicated block id: 9
size: 12 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (325:336)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (347:358)

duplicated block id: 10
size: 11 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (812:827)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1914:1929)

duplicated block id: 11
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (388:397)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (406:415)

duplicated block id: 12
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1170:1179)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1471:1480)

duplicated block id: 13
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1211:1220)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1512:1521)

duplicated block id: 14
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding.py (644:653)
 - ez_wsi_dicomweb/patch_generator.py (510:519)

duplicated block id: 15
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1170:1179)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1512:1521)

duplicated block id: 16
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1250:1259)
 - ez_wsi_dicomweb/dicom_slide.py (1263:1272)

duplicated block id: 17
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1211:1220)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1471:1480)

duplicated block id: 18
size: 10 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1170:1179)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1211:1220)

duplicated block id: 19
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1289:1299)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1571:1581)

duplicated block id: 20
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1300:1310)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1592:1602)

duplicated block id: 21
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (370:378)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (388:396)

duplicated block id: 22
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1334:1344)
 - ez_wsi_dicomweb/dicom_store.py (139:149)

duplicated block id: 23
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/credential_factory.py (184:197)
 - ez_wsi_dicomweb/credential_factory.py (238:251)

duplicated block id: 24
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (244:252)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (261:269)

duplicated block id: 25
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (2498:2506)
 - ez_wsi_dicomweb/dicom_slide.py (2512:2520)

duplicated block id: 26
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (226:235)
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (317:326)

duplicated block id: 27
size: 9 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (370:378)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (406:414)

duplicated block id: 28
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/slide_level_map.py (1091:1098)
 - ez_wsi_dicomweb/slide_level_map.py (1591:1598)

duplicated block id: 29
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (325:332)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (406:413)

duplicated block id: 30
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (347:354)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (406:413)

duplicated block id: 31
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/local_dicom_slide_cache.py (807:814)
 - ez_wsi_dicomweb/local_dicom_slide_cache.py (1213:1220)

duplicated block id: 32
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (871:879)
 - ez_wsi_dicomweb/gcs_image.py (190:198)

duplicated block id: 33
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1608:1615)
 - ez_wsi_dicomweb/dicom_slide.py (1618:1625)

duplicated block id: 34
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding.py (654:685)
 - ez_wsi_dicomweb/patch_embedding.py (725:753)

duplicated block id: 35
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (775:782)
 - ez_wsi_dicomweb/gcs_image.py (101:108)

duplicated block id: 36
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (227:234)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (261:268)

duplicated block id: 37
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (325:332)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (388:395)

duplicated block id: 38
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1133:1141)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1437:1445)

duplicated block id: 39
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (227:234)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (244:251)

duplicated block id: 40
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (347:354)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (388:395)

duplicated block id: 41
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (325:332)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (370:377)

duplicated block id: 42
size: 8 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (347:354)
 - ez_wsi_dicomweb/ml_toolkit/dicom_path.py (370:377)

duplicated block id: 43
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (195:218)
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (289:295)

duplicated block id: 44
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1262:1270)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1543:1551)

duplicated block id: 45
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/slide_level_map.py (317:323)
 - ez_wsi_dicomweb/slide_level_map.py (367:373)

duplicated block id: 46
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (384:390)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (452:458)

duplicated block id: 47
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding.py (781:788)
 - ez_wsi_dicomweb/patch_embedding.py (799:806)

duplicated block id: 48
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_generator.py (586:593)
 - ez_wsi_dicomweb/patch_generator.py (678:685)

duplicated block id: 49
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_generator.py (620:628)
 - ez_wsi_dicomweb/patch_generator.py (699:707)

duplicated block id: 50
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (380:386)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (439:445)

duplicated block id: 51
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/credential_factory.py (209:215)
 - ez_wsi_dicomweb/credential_factory.py (254:260)

duplicated block id: 52
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/slide_level_map.py (989:999)
 - ez_wsi_dicomweb/slide_level_map.py (1478:1488)

duplicated block id: 53
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding.py (456:462)
 - ez_wsi_dicomweb/patch_embedding.py (505:511)

duplicated block id: 54
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/slide_level_map.py (341:351)
 - ez_wsi_dicomweb/slide_level_map.py (390:396)

duplicated block id: 55
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1089:1095)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1390:1396)

duplicated block id: 56
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1026:1032)
 - ez_wsi_dicomweb/dicom_store.py (45:51)

duplicated block id: 57
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1721:1727)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1789:1795)

duplicated block id: 58
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (352:358)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (398:404)

duplicated block id: 59
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1847:1853)
 - ez_wsi_dicomweb/dicom_slide.py (2345:2351)

duplicated block id: 60
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (2258:2283)
 - ez_wsi_dicomweb/dicom_slide.py (2435:2461)

duplicated block id: 61
size: 7 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1576:1582)
 - ez_wsi_dicomweb/dicom_slide.py (1989:1995)

duplicated block id: 62
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1048:1053)
 - ez_wsi_dicomweb/dicom_store.py (77:82)

duplicated block id: 63
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1026:1031)
 - ez_wsi_dicomweb/dicom_slide.py (2301:2306)

duplicated block id: 64
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1869:1874)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1899:1904)

duplicated block id: 65
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (2301:2306)
 - ez_wsi_dicomweb/dicom_store.py (45:50)

duplicated block id: 66
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/gcs_image.py (192:197)
 - ez_wsi_dicomweb/gcs_image.py (561:566)

duplicated block id: 67
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1801:1806)
 - ez_wsi_dicomweb/dicom_store.py (45:50)

duplicated block id: 68
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (2000:2005)
 - ez_wsi_dicomweb/gcs_image.py (208:213)

duplicated block id: 69
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1857:1862)
 - ez_wsi_dicomweb/dicom_slide.py (2357:2362)

duplicated block id: 70
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (404:409)
 - ez_wsi_dicomweb/dicom_slide.py (786:791)

duplicated block id: 71
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (873:878)
 - ez_wsi_dicomweb/gcs_image.py (561:566)

duplicated block id: 72
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1020:1025)
 - ez_wsi_dicomweb/dicom_slide.py (2294:2299)

duplicated block id: 73
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (289:294)
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (372:377)

duplicated block id: 74
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/gcs_image.py (208:213)
 - ez_wsi_dicomweb/gcs_image.py (572:577)

duplicated block id: 75
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1317:1322)
 - ez_wsi_dicomweb/patch_embedding_endpoints.py (1639:1644)

duplicated block id: 76
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/local_dicom_slide_cache.py (812:817)
 - ez_wsi_dicomweb/local_dicom_slide_cache.py (820:825)

duplicated block id: 77
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (195:216)
 - ez_wsi_dicomweb/patch_embedding_ensemble_methods.py (372:377)

duplicated block id: 78
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1026:1031)
 - ez_wsi_dicomweb/dicom_slide.py (1801:1806)

duplicated block id: 79
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (2000:2005)
 - ez_wsi_dicomweb/gcs_image.py (572:577)

duplicated block id: 80
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1569:1575)
 - ez_wsi_dicomweb/dicom_slide.py (1981:1987)

duplicated block id: 81
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1719:1724)
 - ez_wsi_dicomweb/dicom_slide.py (2435:2440)

duplicated block id: 82
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1719:1724)
 - ez_wsi_dicomweb/dicom_slide.py (2258:2263)

duplicated block id: 83
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (404:409)
 - ez_wsi_dicomweb/gcs_image.py (143:148)

duplicated block id: 84
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (1020:1025)
 - ez_wsi_dicomweb/dicom_slide.py (1794:1799)

duplicated block id: 85
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/ml_toolkit/dicom_builder.py (122:127)
 - ez_wsi_dicomweb/ml_toolkit/dicom_builder.py (191:196)

duplicated block id: 86
size: 6 cleaned lines of code
in 2 files:
 - ez_wsi_dicomweb/dicom_slide.py (786:791)
 - ez_wsi_dicomweb/gcs_image.py (143:148)