1 | Cause | Symptom | Fix pattern | Fixed code | Example | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | Missing handling process for exceptional data such as empty before training | Crash | Add logic for processing exceptional data | https://github.com/explosion/spaCy/pull/8009/commits/7ef98abcd83b6a98454077f4f5ae7edcbccc29a2 | https://github.com/explosion/spaCy/issues/7998 | |||||||||||||||||||||
3 | Invalid device ordinal/Incorrect implementation for devices/OS | Crash | Removing hard-coded GPU ID | https://github.com/explosion/spaCy/pull/5808/commits/21c0339c27b8ec4f38308b905dc686c118ef2d36 | https://github.com/explosion/spaCy/issues/5799 | |||||||||||||||||||||
4 | Incorrectly preserving previous data with all attributes (e.g., overlapped by new data, incorrect size configuration, missing preprocessed data) | Incorrect results | Fix the update logic | https://github.com/explosion/spaCy/pull/7674/commits/c82ef02e25ae8bebe01ee7656bc6bce17e911311 | https://github.com/explosion/spaCy/issues/7662 | |||||||||||||||||||||
5 | Missing necessary attributes of data/environment | Crash | Add missed attributes | https://github.com/explosion/spaCy/pull/8054/commits/b1a27eb697ffc1fc8ce337bd4053d0696bf3ed7c | https://github.com/explosion/spaCy/issues/8041 | |||||||||||||||||||||
6 | Typo | |||||||||||||||||||||||||
7 | Missing/Incorrect Error Handling | Incorrect results | Fix error handling mechanism | https://github.com/explosion/spaCy/commit/62b4b527d7a3d36dc041d648e3dbfcae30d0c5ed | https://github.com/explosion/spaCy/issues/2177 | |||||||||||||||||||||
8 | Improper data type/data source/operations for processing | Crash | Case proper data type | https://github.com/explosion/spaCy/pull/6928/commits/ab21f8402134f134804d333f4b26be7f355d00d4 | https://github.com/explosion/spaCy/issues/6826 | |||||||||||||||||||||
9 | Broken consistency between modules of the model | Incorrect results | Refactoring | https://github.com/explosion/spaCy/pull/7176/commits/6c7d08bfe6c8147068714c8fb60fb960ab088b7c | https://github.com/explosion/spaCy/issues/7214 | |||||||||||||||||||||
10 | Invalid algorithm | Performance | Revert | https://github.com/explosion/spaCy/issues/5122 | https://github.com/explosion/spaCy/pull/5121/commits/1139247532d42ccc16e2e1c548924d83d7615637 | |||||||||||||||||||||
11 | Missing/incorrect default option/value setting for the system | Crash | Set proper default value for the option | https://github.com/explosion/spaCy/issues/4707 | https://github.com/explosion/spaCy/pull/4708/commits/b696ad7bf9cead8b0aecb122365532c9a7236f1c | |||||||||||||||||||||
12 | Documentation error/terminal manual error | build error | fix documentation error | https://github.com/streamlit/streamlit/pull/1759/commits/70cfb9b3862972bca707e4b432664a43e4d296c4 | https://github.com/streamlit/streamlit/issues/1758 | |||||||||||||||||||||
13 | Incorrectly augmenting/sorting/comparison/alignment for data/batch size | Crash | Proper augmentation for all data | https://github.com/explosion/spaCy/pull/7336/commits/a15b7584a059f4b56a7f6db5a88f8a1dc33fc2e4 | https://github.com/explosion/spaCy/issues/7329 | |||||||||||||||||||||
14 | External library version issue | Crash | Fix version | https://github.com/explosion/spaCy/issues/3437 | https://github.com/explosion/spaCy/commit/02d7b41893a98800c3a9514234a1d525868e611e | |||||||||||||||||||||
15 | Cannot override/configure new options into default configurations | Incorrect results | Fix logic for configuration | https://github.com/explosion/spaCy/pull/5374/commits/a1e297026c096e8f34ef8055051db4fc0562120d | https://github.com/explosion/spaCy/issues/5137 | |||||||||||||||||||||
16 | Missing or incorrect process for exceptional environment | Crash | Fix processing | https://github.com/streamlit/streamlit/pull/1631 | https://github.com/streamlit/streamlit/issues/1552 | |||||||||||||||||||||
17 | Missing/incorrect import/installation | Crash | Import | https://github.com/explosion/spaCy/commit/35653bef3acc28f63391a87bc6e5edd37430da5f | https://github.com/explosion/spaCy/issues/1546 | |||||||||||||||||||||
18 | Incorrect hyperparameter setting for models/update hyperparmeter for improving performance | Incorrect results | Fix the hyperparameter setting | https://github.com/explosion/spaCy/pull/7925/commits/1196fc7c9202dc0aa1c9999bb97d47f77e9215bf | https://github.com/explosion/spaCy/issues/7915 | |||||||||||||||||||||
19 | Incorrect saving/caching trained model/Incorrectly print the output/result | Incorrect results | Fix | https://github.com/explosion/spaCy/commit/9b25605c3b6b9a335b14b2babf01fccddba14c3f | https://github.com/explosion/spaCy/issues/1622 | |||||||||||||||||||||
20 | Incorrect URL/data loading/path when crawling/processing | Incorrect results | Fix RegEx | https://github.com/explosion/spaCy/issues/4862 | https://github.com/explosion/spaCy/pull/4882/commits/4bc43f9ef7448b96157fb931102560f27b1c774d | |||||||||||||||||||||
21 | Missing/incorrect library dependency/versioon issue in dockerfile | Crash | add | https://github.com/ultralytics/yolov5/pull/2690/commits/5390fde4e387d96a38baa98a5d47f0a0ded01d12 | https://github.com/ultralytics/yolov5/issues/2686 | |||||||||||||||||||||
22 | Memory Leak/Improper memory management | https://github.com/explosion/spaCy/pull/4542/commits/51e6508b63674bd1d8258faf4691691466bde7f5 | https://github.com/explosion/spaCy/issues/4538 | |||||||||||||||||||||||
23 | Incorrect Data Matrix range | Crash | Fix the range of matrix | https://github.com/explosion/spaCy/pull/8116/commits/c8fd7f04eac0f0dadf72ab533b1e6d4f7cb9c290#diff-263b5528bf779a73d172afd66e5395c5c92fd28b69f3a2c95f6857483a1d2d63 | https://github.com/explosion/spaCy/issues/8095 | |||||||||||||||||||||
24 | Incorrectly manage multiprocessing env/race condition | Crash | Generating underscore state to transfer the current state | https://github.com/explosion/spaCy/issues/4903 | https://github.com/explosion/spaCy/pull/5006/commits/ecbb9c4b9f89120ba04642852780d592c024b6ef | |||||||||||||||||||||
25 | Improper encoding/decoding | Crash | Fix proper encoding | https://github.com/explosion/spaCy/commit/89f2b872661951e053594607dd3b7d1b57d1d402 | https://github.com/explosion/spaCy/issues/4138 | |||||||||||||||||||||
26 | Missing symbolic link/incompatible with proper version of language (such as python 2 or 3) | Crash | fix version | https://github.com/explosion/spaCy/pull/2949/commits/c60488961be397ad07039c23afaece9c28ef1ba6 | https://github.com/explosion/spaCy/issues/2948 | |||||||||||||||||||||
27 | Incompatible library/updating library for the better performance | Incorrect results | Fix proper library | https://github.com/explosion/spaCy/pull/3950 | https://github.com/explosion/spaCy/issues/3869 | |||||||||||||||||||||
28 | Incorrectly designed architecture | Crash | Design new architecture | https://github.com/explosion/spaCy/pull/6451 | https://github.com/explosion/spaCy/issues/6325 | |||||||||||||||||||||
29 | Syntax Error | Crash/Incorrect result | Fix syntax error | https://github.com/explosion/spaCy/pull/5734/commits/f3949dd3ecca7a78841a8db9cef2593387aae8f7 | https://github.com/explosion/spaCy/issues/5729 | |||||||||||||||||||||
30 | Incorrectly evaluated the best performance among iterations | Incorrect results | Fix logic for proper selection | https://github.com/explosion/spaCy/pull/6016/commits/759027100bd580578ded9498d752f1dcd6fa8f88 | https://github.com/explosion/spaCy/issues/6014 | |||||||||||||||||||||
31 | Incorrect process in the pipeline | Crash | Check states for each stage | https://github.com/explosion/spaCy/commit/a137e8b418f66a740dac5e69fd2ec202cc867c1e | https://github.com/explosion/spaCy/issues/3289 | |||||||||||||||||||||
32 | Incorrectly read/parsing JSON/XML/gzip data | Crash | Fix the start point of reading JSON | https://github.com/explosion/spaCy/pull/7655/commits/b366a66f5a154ceb88f67eefb13e7bd20ed92361 | https://github.com/explosion/spaCy/issues/7579 | |||||||||||||||||||||
33 | Incorrectly detect subsequent pipe within system pipe-line | Crash | Fix detection logic | https://github.com/explosion/spaCy/pull/6524/commits/6c221d4841126ae6e923b02df28c303bba5d3bd6 | https://github.com/explosion/spaCy/issues/6518 | |||||||||||||||||||||
34 | Incorrect flag for representing the state of the model | Incorrect results | Remove the flag | https://github.com/explosion/spaCy/pull/5011/commits/03ce17afccbcab67a72c3ca1393a149f336a5ca4 | https://github.com/explosion/spaCy/issues/4440 | |||||||||||||||||||||
35 | Duplicated/unnecessary module/print | Incorrect results | remove them | https://github.com/streamlit/streamlit/pull/2171/commits/04e55bf9306b6d86d7b35f11dfed261ca7e31d79 | https://github.com/streamlit/streamlit/issues/2163 | |||||||||||||||||||||
36 | improper logging | incorrect result | fix logging | https://github.com/photoprism/photoprism/commit/6c13b755624bc28db64596e6e89e894c8b62f19c | https://github.com/photoprism/photoprism/issues/399 | |||||||||||||||||||||
37 | Missing/Incorrect labeled data | Incorrect results | Prepared labeled data | https://github.com/explosion/spaCy/commit/fe442cac53eb999ad8caf6b2a19e4724c51defff | https://github.com/explosion/spaCy/issues/717 | |||||||||||||||||||||
38 | Incorrect calculation | Incorrect results | Fixing value of operand | https://github.com/explosion/spaCy/commit/2c3a67b693da506ca4b523743969ee6757e98b22 | https://github.com/explosion/spaCy/issues/522 | |||||||||||||||||||||
39 | Missing/Incorrect checking the properties of data | Crash | Fixing logic for checking the properties of data | https://github.com/streamlit/streamlit/pull/3652/commits/b88c95d9a69b9a82bfb9e3d51772af50e29dcab2 | https://github.com/streamlit/streamlit/issues/3597 | |||||||||||||||||||||
40 | improper data structure | Peroformance issue | Replace it to another data structure | https://github.com/explosion/spaCy/pull/2170 | https://github.com/explosion/spaCy/issues/2032 | |||||||||||||||||||||
41 | Missing/Incorrect preprocessed data | Crash | Fixing logic for preprocessing the data | https://github.com/streamlit/streamlit/pull/3809 | https://github.com/streamlit/streamlit/issues/3537 | |||||||||||||||||||||
42 | Generating unnecessary files after build on serverside | unnecessary build files | Remove the generating process | https://github.com/streamlit/streamlit/pull/3523/commits/cf3747fd0398bb14598fc1f5bb99f5796fdfda5b | https://github.com/streamlit/streamlit/issues/3421 | |||||||||||||||||||||
43 | Improper hashing | Incorrect results | Remove unnecessary hash function | https://github.com/streamlit/streamlit/issues/2328 | https://github.com/streamlit/streamlit/pull/2331 | |||||||||||||||||||||
44 | Unnecessary import | Performance issue | Remove import | https://github.com/streamlit/streamlit/pull/1334/commits/ed086d90c839d900fe2be5547d3761ad83e3a0ae | https://github.com/streamlit/streamlit/issues/1213 | |||||||||||||||||||||
45 | Incorrectly access the key/value/index | Crash | use proper api | https://github.com/ultralytics/yolov5/pull/3730 | https://github.com/ultralytics/yolov5/issues/3707 | |||||||||||||||||||||
46 | Incorrectly implemented parallelization | Crash | Add necessary method for parallelization | https://github.com/explosion/spacy-transformers/pull/269/commits/ec832f4e93c9117a228e895913aa930732d06aea | https://github.com/explosion/spaCy/issues/7356 | |||||||||||||||||||||
47 | Missing handling process for exceptional data during evaluation process | Crash | Add logic for processing exceptional data | https://github.com/explosion/spaCy/commit/07f337fed4379662d54eb960e78427a73a47efac | https://github.com/explosion/spaCy/issues/7019 | |||||||||||||||||||||
48 | Duplicated property (such as tok2vec) in model | https://github.com/explosion/spaCy/commit/691e0088cfa425dc81dc6e1e8e3d1d5ee54550db | https://github.com/explosion/spaCy/issues/4302 | |||||||||||||||||||||||
49 | improper preprocessing in HTML | Crash | Using escapehtml: replace &, <, >, " with & , < , > , " | https://github.com/explosion/spaCy/pull/2378 | https://github.com/explosion/spaCy/issues/2361 | |||||||||||||||||||||
50 | Using deprecated code | Crash | Remove them | https://github.com/explosion/spaCy/commit/5cbe913b6f2a42a3d109d6fa103d07b8f7c479cc | https://github.com/explosion/spaCy/issues/1813 |