Currently the following issues need to be addressed before flake8 will run without errors on CI (or selectively disabled):
./setup.py:5:1: F401 'shutil' imported but unused
./setup.py:6:1: F401 'sys' imported but unused
./docs/conf.py:15:1: F401 'subprocess' imported but unused
./docs/conf.py:15:10: E401 multiple imports on one line
./docs/conf.py:16:1: F401 'shlex' imported but unused
./docs/conf.py:17:1: F401 'recommonmark' imported but unused
./docs/conf.py:18:1: F401 'sphinx_gallery' imported but unused
./docs/conf.py:31:1: E402 module level import not at top of file
./docs/conf.py:84:1: E265 block comment should start with '# '
./docs/conf.py:101:1: E265 block comment should start with '# '
./docs/conf.py:103:1: E265 block comment should start with '# '
./docs/conf.py:120:1: E265 block comment should start with '# '
./docs/conf.py:123:1: E265 block comment should start with '# '
./docs/conf.py:127:1: E265 block comment should start with '# '
./docs/conf.py:131:1: E265 block comment should start with '# '
./docs/conf.py:137:1: E265 block comment should start with '# '
./docs/conf.py:140:1: E265 block comment should start with '# '
./docs/conf.py:187:1: E402 module level import not at top of file
./docs/conf.py:194:1: E302 expected 2 blank lines, found 1
./docs/conf.py:207:1: E122 continuation line missing indentation or outdented
./docs/conf.py:220:1: W391 blank line at end of file
./docs/md2ipynb.py:26:46: E228 missing whitespace around modulo operator
./gluonnlp/__init__.py:27:1: F403 'from .vocab import *' used; unable to detect undefined names
./gluonnlp/_constants.py:34:15: E114 indentation is not a multiple of four (comment)
./gluonnlp/_constants.py:34:15: E116 unexpected indentation (comment)
./gluonnlp/_constants.py:35:15: E114 indentation is not a multiple of four (comment)
./gluonnlp/_constants.py:35:15: E116 unexpected indentation (comment)
./gluonnlp/base.py:30:24: F821 undefined name 'unicode'
./gluonnlp/data/__init__.py:23:1: F403 'from .utils import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:25:1: F403 'from .registry import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:27:1: F403 'from .transforms import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:29:1: F403 'from .sampler import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:31:1: F403 'from .candidate_sampler import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:33:1: F403 'from .dataset import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:35:1: F403 'from .stream import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:37:1: F403 'from .language_model import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:39:1: F403 'from .sentiment import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:41:1: F403 'from .word_embedding_evaluation import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:43:1: F403 'from .word_embedding_training import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:45:1: F403 'from .conll import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:47:1: F403 'from .translation import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:49:1: F401 '.batchify' imported but unused
./gluonnlp/data/__init__.py:51:1: F403 'from .question_answering import *' used; unable to detect undefined names
./gluonnlp/data/__init__.py:53:12: F405 'utils' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:53:28: F405 'transforms' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:53:49: F405 'sampler' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:54:12: F405 'dataset' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:54:30: F405 'language_model' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:54:55: F405 'sentiment' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:55:12: F405 'word_embedding_evaluation' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:55:48: F405 'stream' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:56:12: F405 'word_embedding_training' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:56:46: F405 'conll' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:57:12: F405 'translation' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:57:34: F405 'registry' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/__init__.py:57:53: F405 'question_answering' may be undefined, or defined from star imports: .candidate_sampler, .conll, .dataset, .language_model, .question_answering, .registry, .sampler, .sentiment, .stream, .transforms, .translation, .utils, .word_embedding_evaluation, .word_embedding_training
./gluonnlp/data/candidate_sampler.py:71:13: E741 ambiguous variable name 'l'
./gluonnlp/data/conll.py:183:17: E127 continuation line over-indented for visual indent
./gluonnlp/data/conll.py:236:17: E127 continuation line over-indented for visual indent
./gluonnlp/data/conll.py:297:17: E127 continuation line over-indented for visual indent
./gluonnlp/data/conll.py:354:17: E127 continuation line over-indented for visual indent
./gluonnlp/data/dataset.py:95:9: E306 expected 1 blank line before a nested definition, found 0
./gluonnlp/data/language_model.py:258:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/language_model.py:305:18: F821 undefined name 'tarfile'
./gluonnlp/data/language_model.py:308:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/registry.py:76:16: E713 test for membership should be 'not in'
./gluonnlp/data/sampler.py:64:79: E502 the backslash is redundant between brackets
./gluonnlp/data/sampler.py:390:25: E127 continuation line over-indented for visual indent
./gluonnlp/data/sampler.py:391:25: E127 continuation line over-indented for visual indent
./gluonnlp/data/stream.py:34:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/stream.py:48:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/stream.py:56:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/stream.py:66:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/stream.py:111:67: E228 missing whitespace around modulo operator
./gluonnlp/data/stream.py:124:84: E228 missing whitespace around modulo operator
./gluonnlp/data/stream.py:129:87: E228 missing whitespace around modulo operator
./gluonnlp/data/stream.py:137:67: E228 missing whitespace around modulo operator
./gluonnlp/data/stream.py:149:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/stream.py:271:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/stream.py:291:90: E502 the backslash is redundant between brackets
./gluonnlp/data/translation.py:175:35: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:177:32: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:191:43: E203 whitespace before ':'
./gluonnlp/data/translation.py:197:77: E502 the backslash is redundant between brackets
./gluonnlp/data/translation.py:222:35: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:225:32: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:269:77: E502 the backslash is redundant between brackets
./gluonnlp/data/translation.py:297:35: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:300:32: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:350:77: E502 the backslash is redundant between brackets
./gluonnlp/data/translation.py:372:35: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:375:32: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:404:77: E502 the backslash is redundant between brackets
./gluonnlp/data/translation.py:429:35: E127 continuation line over-indented for visual indent
./gluonnlp/data/translation.py:432:32: E127 continuation line over-indented for visual indent
./gluonnlp/data/utils.py:38:36: E261 at least two spaces before inline comment
./gluonnlp/data/utils.py:72:1: E302 expected 2 blank lines, found 1
./gluonnlp/data/word_embedding_evaluation.py:104:93: E502 the backslash is redundant between brackets
./gluonnlp/data/word_embedding_evaluation.py:105:90: E502 the backslash is redundant between brackets
./gluonnlp/data/word_embedding_evaluation.py:106:89: E502 the backslash is redundant between brackets
./gluonnlp/embedding/__init__.py:23:1: F403 'from .token_embedding import *' used; unable to detect undefined names
./gluonnlp/embedding/__init__.py:25:1: F401 '.evaluation' imported but unused
./gluonnlp/embedding/__init__.py:27:12: F405 'token_embedding' may be undefined, or defined from star imports: .token_embedding
./gluonnlp/embedding/evaluation.py:39:101: E501 line too long (107 > 100 characters)
./gluonnlp/embedding/evaluation.py:44:101: E501 line too long (104 > 100 characters)
./gluonnlp/embedding/evaluation.py:130:8: E713 test for membership should be 'not in'
./gluonnlp/embedding/evaluation.py:380:67: F821 undefined name 'name'
./gluonnlp/embedding/evaluation.py:439:67: F821 undefined name 'name'
./gluonnlp/embedding/token_embedding.py:459:5: E303 too many blank lines (2)
./gluonnlp/initializer/__init__.py:23:1: F403 'from .initializer import *' used; unable to detect undefined names
./gluonnlp/initializer/__init__.py:25:11: F405 'initializer' may be undefined, or defined from star imports: .initializer
./gluonnlp/loss/__init__.py:23:1: F403 'from .activation_regularizer import *' used; unable to detect undefined names
./gluonnlp/loss/__init__.py:25:11: F405 'activation_regularizer' may be undefined, or defined from star imports: .activation_regularizer
./gluonnlp/loss/activation_regularizer.py:66:42: E261 at least two spaces before inline comment
./gluonnlp/loss/activation_regularizer.py:128:42: E261 at least two spaces before inline comment
./gluonnlp/model/__init__.py:52:1: F403 'from .language_model import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:54:1: F403 'from .beam_search import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:56:1: F403 'from .attention_cell import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:58:1: F403 'from .utils import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:60:1: F403 'from .parameter import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:62:1: F403 'from .block import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:64:1: F403 'from .highway import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:66:1: F403 'from .convolutional_encoder import *' used; unable to detect undefined names
./gluonnlp/model/__init__.py:68:1: F401 '.train' imported but unused
./gluonnlp/model/__init__.py:70:11: F405 'language_model' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:70:36: F405 'beam_search' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:70:58: F405 'attention_cell' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:71:11: F405 'utils' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:71:27: F405 'parameter' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:71:47: F405 'block' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:71:63: F405 'highway' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:72:11: F405 'convolutional_encoder' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:103:39: F405 'standard_lstm_lm_200' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:104:39: F405 'standard_lstm_lm_650' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:105:40: F405 'standard_lstm_lm_1500' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:106:35: F405 'awd_lstm_lm_1150' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:107:34: F405 'awd_lstm_lm_600' may be undefined, or defined from star imports: .attention_cell, .beam_search, .block, .convolutional_encoder, .highway, .language_model, .parameter, .utils
./gluonnlp/model/__init__.py:111:69: E228 missing whitespace around modulo operator
./gluonnlp/model/attention_cell.py:32:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/beam_search.py:50:49: E261 at least two spaces before inline comment
./gluonnlp/model/beam_search.py:99:13: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:155:13: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:194:101: E501 line too long (133 > 100 characters)
./gluonnlp/model/beam_search.py:245:28: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:269:28: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:275:31: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:278:16: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:385:16: E127 continuation line over-indented for visual indent
./gluonnlp/model/beam_search.py:386:16: E127 continuation line over-indented for visual indent
./gluonnlp/model/block.py:41:65: E228 missing whitespace around modulo operator
./gluonnlp/model/block.py:46:44: E261 at least two spaces before inline comment
./gluonnlp/model/block.py:58:75: E228 missing whitespace around modulo operator
./gluonnlp/model/convolutional_encoder.py:136:52: E261 at least two spaces before inline comment
./gluonnlp/model/highway.py:125:29: E127 continuation line over-indented for visual indent
./gluonnlp/model/language_model.py:73:49: E261 at least two spaces before inline comment
./gluonnlp/model/language_model.py:109:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/language_model.py:139:49: E261 at least two spaces before inline comment
./gluonnlp/model/language_model.py:170:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/language_model.py:236:12: E127 continuation line over-indented for visual indent
./gluonnlp/model/language_model.py:283:12: E127 continuation line over-indented for visual indent
./gluonnlp/model/language_model.py:288:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/language_model.py:325:12: E127 continuation line over-indented for visual indent
./gluonnlp/model/language_model.py:368:12: E127 continuation line over-indented for visual indent
./gluonnlp/model/language_model.py:411:12: E127 continuation line over-indented for visual indent
./gluonnlp/model/language_model.py:416:1: E305 expected 2 blank lines after class or function definition, found 1
./gluonnlp/model/utils.py:27:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/utils.py:102:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/train/__init__.py:26:1: F403 'from .language_model import *' used; unable to detect undefined names
./gluonnlp/model/train/__init__.py:27:1: F403 'from .cache import *' used; unable to detect undefined names
./gluonnlp/model/train/__init__.py:28:1: F403 'from .embedding import *' used; unable to detect undefined names
./gluonnlp/model/train/__init__.py:30:11: F405 'language_model' may be undefined, or defined from star imports: .cache, .embedding, .language_model
./gluonnlp/model/train/__init__.py:30:36: F405 'cache' may be undefined, or defined from star imports: .cache, .embedding, .language_model
./gluonnlp/model/train/__init__.py:30:52: F405 'embedding' may be undefined, or defined from star imports: .cache, .embedding, .language_model
./gluonnlp/model/train/__init__.py:95:18: F405 'CacheCell' may be undefined, or defined from star imports: .cache, .embedding, .language_model
./gluonnlp/model/train/cache.py:27:1: E302 expected 2 blank lines, found 1
./gluonnlp/model/train/cache.py:84:51: E261 at least two spaces before inline comment
./gluonnlp/model/train/cache.py:100:5: E303 too many blank lines (2)
./gluonnlp/model/train/cache.py:100:91: E261 at least two spaces before inline comment
./gluonnlp/model/train/cache.py:100:101: E501 line too long (125 > 100 characters)
./gluonnlp/model/train/cache.py:130:17: E127 continuation line over-indented for visual indent
./gluonnlp/model/train/embedding.py:145:9: E265 block comment should start with '# '
./gluonnlp/model/train/embedding.py:204:9: E265 block comment should start with '# '
./gluonnlp/model/train/embedding.py:485:9: E265 block comment should start with '# '
./gluonnlp/model/train/language_model.py:98:79: E741 ambiguous variable name 'l'
./gluonnlp/model/train/language_model.py:100:44: E741 ambiguous variable name 'l'
./gluonnlp/model/train/language_model.py:120:49: E261 at least two spaces before inline comment
./gluonnlp/model/train/language_model.py:239:49: E261 at least two spaces before inline comment
./gluonnlp/vocab/__init__.py:23:1: F403 'from .vocab import *' used; unable to detect undefined names
./gluonnlp/vocab/__init__.py:24:1: F403 'from .subwords import *' used; unable to detect undefined names
./gluonnlp/vocab/__init__.py:26:11: F405 'vocab' may be undefined, or defined from star imports: .subwords, .vocab
./gluonnlp/vocab/__init__.py:26:27: F405 'subwords' may be undefined, or defined from star imports: .subwords, .vocab
./scripts/language_model/cache_language_model.py:47:46: E251 unexpected spaces around keyword / parameter equals
./scripts/language_model/cache_language_model.py:189:40: E225 missing whitespace around operator
./scripts/language_model/cache_language_model.py:208:52: E228 missing whitespace around modulo operator
./scripts/language_model/cache_language_model.py:209:47: E228 missing whitespace around modulo operator
./scripts/language_model/cache_language_model.py:210:34: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:54:46: E251 unexpected spaces around keyword / parameter equals
./scripts/language_model/word_language_model.py:237:70: E261 at least two spaces before inline comment
./scripts/language_model/word_language_model.py:237:101: E501 line too long (104 > 100 characters)
./scripts/language_model/word_language_model.py:239:9: E741 ambiguous variable name 'l'
./scripts/language_model/word_language_model.py:240:9: E741 ambiguous variable name 'l'
./scripts/language_model/word_language_model.py:241:9: E741 ambiguous variable name 'l'
./scripts/language_model/word_language_model.py:251:1: E302 expected 2 blank lines, found 1
./scripts/language_model/word_language_model.py:362:21: E741 ambiguous variable name 'l'
./scripts/language_model/word_language_model.py:378:24: E225 missing whitespace around operator
./scripts/language_model/word_language_model.py:388:53: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:392:76: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:400:50: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:405:63: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:410:12: E225 missing whitespace around operator
./scripts/language_model/word_language_model.py:419:52: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:420:47: E228 missing whitespace around modulo operator
./scripts/language_model/word_language_model.py:421:34: E228 missing whitespace around modulo operator
./scripts/nmt/bleu.py:204:13: E131 continuation line unaligned for hanging indent
./scripts/nmt/bleu.py:209:13: E131 continuation line unaligned for hanging indent
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./scripts/nmt/encoder_decoder.py:151:66: E262 inline comment should start with '# '
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./scripts/nmt/gnmt.py:310:45: E262 inline comment should start with '# '
./scripts/nmt/gnmt.py:337:45: E262 inline comment should start with '# '
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./scripts/nmt/loss.py:31:60: E261 at least two spaces before inline comment
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./scripts/nmt/train_gnmt.py:218:5: E731 do not assign a lambda expression, use a def
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./scripts/nmt/transformer.py:696:56: E262 inline comment should start with '# '
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./scripts/nmt/transformer.py:732:100: E262 inline comment should start with '# '
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./scripts/nmt/transformer.py:743:88: E262 inline comment should start with '# '
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./scripts/nmt/translation.py:190:90: E262 inline comment should start with '# '
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./scripts/nmt/translation.py:211:89: E262 inline comment should start with '# '
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./scripts/sentiment_analysis/sentiment_analysis.py:99:1: E302 expected 2 blank lines, found 1
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./scripts/tests/test_encoder_decoder.py:4:1: F403 'from ..nmt.gnmt import *' used; unable to detect undefined names
./scripts/tests/test_encoder_decoder.py:5:1: F403 'from ..nmt.transformer import *' used; unable to detect undefined names
./scripts/tests/test_encoder_decoder.py:13:27: F405 'GNMTEncoder' may be undefined, or defined from star imports: ..nmt.gnmt, ..nmt.transformer
./scripts/tests/test_encoder_decoder.py:21:101: E501 line too long (105 > 100 characters)
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./scripts/tests/test_encoder_decoder.py:38:15: F405 'GNMTEncoder' may be undefined, or defined from star imports: ..nmt.gnmt, ..nmt.transformer
./scripts/tests/test_encoder_decoder.py:44:23: F405 'GNMTDecoder' may be undefined, or defined from star imports: ..nmt.gnmt, ..nmt.transformer
./scripts/tests/test_encoder_decoder.py:44:101: E501 line too long (102 > 100 characters)
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./scripts/tests/test_encoder_decoder.py:83:1: E302 expected 2 blank lines, found 1
./scripts/tests/test_encoder_decoder.py:88:27: F405 'TransformerEncoder' may be undefined, or defined from star imports: ..nmt.gnmt, ..nmt.transformer
./scripts/tests/test_encoder_decoder.py:91:101: E501 line too long (110 > 100 characters)
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./scripts/tests/test_encoder_decoder.py:118:30: W291 trailing whitespace
./scripts/tests/test_encoder_decoder.py:121:1: E302 expected 2 blank lines, found 1
./scripts/tests/test_encoder_decoder.py:124:15: F405 'TransformerEncoder' may be undefined, or defined from star imports: ..nmt.gnmt, ..nmt.transformer
./scripts/tests/test_encoder_decoder.py:124:101: E501 line too long (103 > 100 characters)
./scripts/tests/test_encoder_decoder.py:130:23: F405 'TransformerDecoder' may be undefined, or defined from star imports: ..nmt.gnmt, ..nmt.transformer
./scripts/tests/test_encoder_decoder.py:130:101: E501 line too long (124 > 100 characters)
./scripts/tests/test_encoder_decoder.py:131:101: E501 line too long (133 > 100 characters)
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./scripts/tests/test_encoder_decoder.py:168:1: W391 blank line at end of file
./scripts/tests/test_question_answering.py:19:1: F401 'os' imported but unused
./scripts/word_embeddings/evaluation.py:65:5: E266 too many leading '#' for block comment
./scripts/word_embeddings/train_fasttext.py:44:1: E402 module level import not at top of file
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./tests/unittest/test_attention_cell.py:2:1: F403 'from gluonnlp.model.attention_cell import *' used; unable to detect undefined names
./tests/unittest/test_attention_cell.py:58:20: F405 'MLPAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_attention_cell.py:60:20: F405 'MLPAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_attention_cell.py:69:28: F405 'DotProductAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_attention_cell.py:76:28: F405 'DotProductAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_attention_cell.py:78:28: F405 'DotProductAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_attention_cell.py:89:28: F405 'MultiHeadAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_attention_cell.py:90:35: F405 'DotProductAttentionCell' may be undefined, or defined from star imports: gluonnlp.model.attention_cell
./tests/unittest/test_batchify.py:6:1: F401 'pytest' imported but unused
./tests/unittest/test_batchify.py:8:1: E302 expected 2 blank lines, found 1
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./tests/unittest/test_datasets.py:38:24: F821 undefined name 'unicode'
./tests/unittest/test_datasets.py:74:5: E303 too many blank lines (2)
./tests/unittest/test_datasets.py:79:5: F841 local variable 'my_dataset' is assigned to but never used
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./tests/unittest/test_datasets.py:463:57: E225 missing whitespace around operator
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./tests/unittest/test_datasets.py:536:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_datasets.py:540:5: F841 local variable 'train' is assigned to but never used
./tests/unittest/test_datasets.py:541:5: F841 local variable 'val' is assigned to but never used
./tests/unittest/test_datasets.py:542:5: F841 local variable 'test' is assigned to but never used
./tests/unittest/test_datasets.py:555:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_datasets.py:559:5: F841 local variable 'train' is assigned to but never used
./tests/unittest/test_datasets.py:560:5: F841 local variable 'val' is assigned to but never used
./tests/unittest/test_datasets.py:561:5: F841 local variable 'test' is assigned to but never used
./tests/unittest/test_datasets.py:568:5: F841 local variable 'padding_idx' is assigned to but never used
./tests/unittest/test_datasets.py:579:5: F841 local variable 'num_batches' is assigned to but never used
./tests/unittest/test_datasets.py:584:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_datasets.py:588:5: F841 local variable 'test' is assigned to but never used
./tests/unittest/test_datasets.py:598:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_datasets.py:611:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_datasets.py:618:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_loss.py:21:1: F401 'mxnet.gluon' imported but unused
./tests/unittest/test_loss.py:24:1: E302 expected 2 blank lines, found 1
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./tests/unittest/test_sampler.py:5:1: F401 'gluonnlp as nlp' imported but unused
./tests/unittest/test_sampler.py:21:101: E501 line too long (102 > 100 characters)
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./tests/unittest/test_transforms.py:22:1: F403 'from gluonnlp.data.transforms import *' used; unable to detect undefined names
./tests/unittest/test_transforms.py:31:20: F405 'ClipSequence' may be undefined, or defined from star imports: gluonnlp.data.transforms
./tests/unittest/test_transforms.py:57:27: F405 'PadSequence' may be undefined, or defined from star imports: gluonnlp.data.transforms
./tests/unittest/test_transforms.py:72:17: F405 'NLTKMosesTokenizer' may be undefined, or defined from star imports: gluonnlp.data.transforms
./tests/unittest/test_transforms.py:84:17: F405 'SpacyTokenizer' may be undefined, or defined from star imports: gluonnlp.data.transforms
./tests/unittest/test_transforms.py:96:19: F405 'NLTKMosesDetokenizer' may be undefined, or defined from star imports: gluonnlp.data.transforms
./tests/unittest/test_vocab_embed.py:32:1: F403 'from mxnet.test_utils import *' used; unable to detect undefined names
./tests/unittest/test_vocab_embed.py:38:24: F405 'unicode' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:48:1: E302 expected 2 blank lines, found 1
./tests/unittest/test_vocab_embed.py:51:1: E302 expected 2 blank lines, found 1
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./tests/unittest/test_vocab_embed.py:121:57: E231 missing whitespace after ','
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./tests/unittest/test_vocab_embed.py:394:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:400:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
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./tests/unittest/test_vocab_embed.py:408:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:411:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:416:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:419:9: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:429:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:435:101: E501 line too long (106 > 100 characters)
./tests/unittest/test_vocab_embed.py:437:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:439:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:441:101: E501 line too long (107 > 100 characters)
./tests/unittest/test_vocab_embed.py:443:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:445:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:507:101: E501 line too long (105 > 100 characters)
./tests/unittest/test_vocab_embed.py:513:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:521:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:529:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:532:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:536:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:539:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:543:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:550:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:554:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:559:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:571:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:580:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:589:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:601:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:646:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:655:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:659:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:667:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:694:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:712:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:730:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:750:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:783:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:784:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils
./tests/unittest/test_vocab_embed.py:785:5: F405 'assert_almost_equal' may be undefined, or defined from star imports: mxnet.test_utils