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Fix python3 compatibilities #6143

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May 8, 2017
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Two fixes for python3 compatibility:

In python3 dict.values() yields a dict_values object which does not support indexing. It will throw

TypeError: 'dict_values' object does not support indexing




Python pickle file has always been a byte stream, but python3's strict separation of strings and bytes means files must be opened in binary mode. See python docs for examples:
http://docs.python.org/release/3.2/library/pickle.html#examples

Otherwise when pickling it will throw:

TypeError: must be str, not bytes

Which is a rather confusing error. See:
https://pythonconquerstheuniverse.wordpress.com/category/moving-to-python-3/
http://stackoverflow.com/questions/4980292/programming-python-for-absolute-beginners-chapter-7-storing-complex-data

@piiswrong piiswrong merged commit efd0a11 into apache:master May 8, 2017
@seanpmorgan seanpmorgan deleted the python3-fixes branch May 8, 2017 13:26
bikestra pushed a commit to bikestra/mxnet that referenced this pull request May 10, 2017
rishita pushed a commit to rishita/mxnet that referenced this pull request May 10, 2017
piiswrong pushed a commit that referenced this pull request May 11, 2017
* updated docstring for set_lr_mult and set_wd_mult

* updated docstring per review

* Fixed imdecode crash bug when flag=0 (#6134)

* Fix (#6131)

* Docs for MXRecordIO, MXIndexedRecordIO modified (#6013)

* docs for MXIndexedRecordIO modified

* changes after review

* recordIO doc modified

* changes after review

* lint error

* minor change

* minor change after review

* empty commit to retrigger build

* changes after review

* Update documentation for mx.callback.Speedometer. (#6058)

* Update documentation for mx.callback.Speedometer.

* Minor doc changes.

* Use module instead of model in example code.

* update doc for Load (#6092)

* Installation instructions for MacOS and Cloud (#6012)

* Fix NDArray bool checking (#6130)

* fix shape order bug (#6136)

* TOC click unfold (#6133)

* [doc] new sphnix plugin  (#6105)

* update doc

* rm

* update

* update ndarray

* update mds

* update

* update

* update

* update

* update

* update

* update image.md and others

* update

* [doc] use debug mode to build (#6151)

* move ctc loss to contrib (#6154)

* Fix for invalid numpy float indexing (#6144)

* Fix python3 compatibilities (#6143)

* [doc] small changes to tutorials (#6164)

* [doc] Fix left toc link (#6162)

* [example]ADD practical functions and options for speech_recognition example (#6141)

* ADD practical functions and options for speech_recognition example

* add missing stt_bi_graphemes_util.py and deepspeech.cfg template

* Added reflection padding (#6123)

* Added reflection padding

* Lint fix

* Added 5d reflection padding

* Added failure in forward/backward for input dimensions other than 4 of 5

* Improved sanity check readability

* Fixing LICENSE file and adding NOTICE (#6172)

* Creating NOTICE. 

When code moves to Apache, it will need adjusting to the Apache format.

* Replacing source header with full license text

* doc improvement - softmax, metrics, and initializer (#5945)

* doc improvement, softmaxoutput, initializer-constant, minor fixes

* doc improvement, metrics

* fix softmax doc, fix metric lint

* softmax more fixes

* add doc change in initializer.py. some minor fix in softmax_cross_entropy

* doc change in initializer.py

* fix grammer

* fix

* fix

* fix

* minor fix

* fix

* minor fix

* DataBatch and NDArrayIter doc modified (#6091)

* DataBatch and NDArrayIter doc modified

* fixes after review

* fixes after review

* wording changed

* some more fixes

* improvement

* desc fix

* Datadesc info added

* minor addition

* fix

* fix

* fix after review

* [Scala] Change version to 0.9.5-SNAPSHOT (#6173)

* [scala] change version to 0.9.5-SNAPSHOT

* API doc improvement Dropout and SoftmaxActivation (#6088)

* doc improve for dropout oper

* doc improve for SoftmaxActivation oper

* fix

* fix

* Update documentation for mx.callback.do_checkpoint (#6059)

* Update documentation for mx.callback.do_checkpoint

* Use module instead of model for example code.

* Update documentation for plot_graph. (#6098)

* Update documentation for plot_graph.

* Minor doc fix.

* Restruct get started (#6167)

* Change get started page

* Small fix

* Improve

* Update documentation of Initializer.dumps() (#6128)

* Doc Improvement - RMSProp and RMSPropAlex (#6107)

* rmsprop

* rmsprop alex

* add link in optimizer.py

* fix

* fix

* missed fix..

* Docforcs,fft,ifft (#6145)

* fft.cc

* add all

* changed the description of set_lr_mult and set_wd_mult

* Explicitly specify quiet in R install_version (#6171)
saurabh3949 pushed a commit to saurabh3949/mxnet that referenced this pull request May 23, 2017
saurabh3949 pushed a commit to saurabh3949/mxnet that referenced this pull request May 23, 2017
* updated docstring for set_lr_mult and set_wd_mult

* updated docstring per review

* Fixed imdecode crash bug when flag=0 (apache#6134)

* Fix (apache#6131)

* Docs for MXRecordIO, MXIndexedRecordIO modified (apache#6013)

* docs for MXIndexedRecordIO modified

* changes after review

* recordIO doc modified

* changes after review

* lint error

* minor change

* minor change after review

* empty commit to retrigger build

* changes after review

* Update documentation for mx.callback.Speedometer. (apache#6058)

* Update documentation for mx.callback.Speedometer.

* Minor doc changes.

* Use module instead of model in example code.

* update doc for Load (apache#6092)

* Installation instructions for MacOS and Cloud (apache#6012)

* Fix NDArray bool checking (apache#6130)

* fix shape order bug (apache#6136)

* TOC click unfold (apache#6133)

* [doc] new sphnix plugin  (apache#6105)

* update doc

* rm

* update

* update ndarray

* update mds

* update

* update

* update

* update

* update

* update

* update image.md and others

* update

* [doc] use debug mode to build (apache#6151)

* move ctc loss to contrib (apache#6154)

* Fix for invalid numpy float indexing (apache#6144)

* Fix python3 compatibilities (apache#6143)

* [doc] small changes to tutorials (apache#6164)

* [doc] Fix left toc link (apache#6162)

* [example]ADD practical functions and options for speech_recognition example (apache#6141)

* ADD practical functions and options for speech_recognition example

* add missing stt_bi_graphemes_util.py and deepspeech.cfg template

* Added reflection padding (apache#6123)

* Added reflection padding

* Lint fix

* Added 5d reflection padding

* Added failure in forward/backward for input dimensions other than 4 of 5

* Improved sanity check readability

* Fixing LICENSE file and adding NOTICE (apache#6172)

* Creating NOTICE. 

When code moves to Apache, it will need adjusting to the Apache format.

* Replacing source header with full license text

* doc improvement - softmax, metrics, and initializer (apache#5945)

* doc improvement, softmaxoutput, initializer-constant, minor fixes

* doc improvement, metrics

* fix softmax doc, fix metric lint

* softmax more fixes

* add doc change in initializer.py. some minor fix in softmax_cross_entropy

* doc change in initializer.py

* fix grammer

* fix

* fix

* fix

* minor fix

* fix

* minor fix

* DataBatch and NDArrayIter doc modified (apache#6091)

* DataBatch and NDArrayIter doc modified

* fixes after review

* fixes after review

* wording changed

* some more fixes

* improvement

* desc fix

* Datadesc info added

* minor addition

* fix

* fix

* fix after review

* [Scala] Change version to 0.9.5-SNAPSHOT (apache#6173)

* [scala] change version to 0.9.5-SNAPSHOT

* API doc improvement Dropout and SoftmaxActivation (apache#6088)

* doc improve for dropout oper

* doc improve for SoftmaxActivation oper

* fix

* fix

* Update documentation for mx.callback.do_checkpoint (apache#6059)

* Update documentation for mx.callback.do_checkpoint

* Use module instead of model for example code.

* Update documentation for plot_graph. (apache#6098)

* Update documentation for plot_graph.

* Minor doc fix.

* Restruct get started (apache#6167)

* Change get started page

* Small fix

* Improve

* Update documentation of Initializer.dumps() (apache#6128)

* Doc Improvement - RMSProp and RMSPropAlex (apache#6107)

* rmsprop

* rmsprop alex

* add link in optimizer.py

* fix

* fix

* missed fix..

* Docforcs,fft,ifft (apache#6145)

* fft.cc

* add all

* changed the description of set_lr_mult and set_wd_mult

* Explicitly specify quiet in R install_version (apache#6171)
Guneet-Dhillon pushed a commit to Guneet-Dhillon/mxnet that referenced this pull request Sep 13, 2017
Guneet-Dhillon pushed a commit to Guneet-Dhillon/mxnet that referenced this pull request Sep 13, 2017
* updated docstring for set_lr_mult and set_wd_mult

* updated docstring per review

* Fixed imdecode crash bug when flag=0 (apache#6134)

* Fix (apache#6131)

* Docs for MXRecordIO, MXIndexedRecordIO modified (apache#6013)

* docs for MXIndexedRecordIO modified

* changes after review

* recordIO doc modified

* changes after review

* lint error

* minor change

* minor change after review

* empty commit to retrigger build

* changes after review

* Update documentation for mx.callback.Speedometer. (apache#6058)

* Update documentation for mx.callback.Speedometer.

* Minor doc changes.

* Use module instead of model in example code.

* update doc for Load (apache#6092)

* Installation instructions for MacOS and Cloud (apache#6012)

* Fix NDArray bool checking (apache#6130)

* fix shape order bug (apache#6136)

* TOC click unfold (apache#6133)

* [doc] new sphnix plugin  (apache#6105)

* update doc

* rm

* update

* update ndarray

* update mds

* update

* update

* update

* update

* update

* update

* update image.md and others

* update

* [doc] use debug mode to build (apache#6151)

* move ctc loss to contrib (apache#6154)

* Fix for invalid numpy float indexing (apache#6144)

* Fix python3 compatibilities (apache#6143)

* [doc] small changes to tutorials (apache#6164)

* [doc] Fix left toc link (apache#6162)

* [example]ADD practical functions and options for speech_recognition example (apache#6141)

* ADD practical functions and options for speech_recognition example

* add missing stt_bi_graphemes_util.py and deepspeech.cfg template

* Added reflection padding (apache#6123)

* Added reflection padding

* Lint fix

* Added 5d reflection padding

* Added failure in forward/backward for input dimensions other than 4 of 5

* Improved sanity check readability

* Fixing LICENSE file and adding NOTICE (apache#6172)

* Creating NOTICE. 

When code moves to Apache, it will need adjusting to the Apache format.

* Replacing source header with full license text

* doc improvement - softmax, metrics, and initializer (apache#5945)

* doc improvement, softmaxoutput, initializer-constant, minor fixes

* doc improvement, metrics

* fix softmax doc, fix metric lint

* softmax more fixes

* add doc change in initializer.py. some minor fix in softmax_cross_entropy

* doc change in initializer.py

* fix grammer

* fix

* fix

* fix

* minor fix

* fix

* minor fix

* DataBatch and NDArrayIter doc modified (apache#6091)

* DataBatch and NDArrayIter doc modified

* fixes after review

* fixes after review

* wording changed

* some more fixes

* improvement

* desc fix

* Datadesc info added

* minor addition

* fix

* fix

* fix after review

* [Scala] Change version to 0.9.5-SNAPSHOT (apache#6173)

* [scala] change version to 0.9.5-SNAPSHOT

* API doc improvement Dropout and SoftmaxActivation (apache#6088)

* doc improve for dropout oper

* doc improve for SoftmaxActivation oper

* fix

* fix

* Update documentation for mx.callback.do_checkpoint (apache#6059)

* Update documentation for mx.callback.do_checkpoint

* Use module instead of model for example code.

* Update documentation for plot_graph. (apache#6098)

* Update documentation for plot_graph.

* Minor doc fix.

* Restruct get started (apache#6167)

* Change get started page

* Small fix

* Improve

* Update documentation of Initializer.dumps() (apache#6128)

* Doc Improvement - RMSProp and RMSPropAlex (apache#6107)

* rmsprop

* rmsprop alex

* add link in optimizer.py

* fix

* fix

* missed fix..

* Docforcs,fft,ifft (apache#6145)

* fft.cc

* add all

* changed the description of set_lr_mult and set_wd_mult

* Explicitly specify quiet in R install_version (apache#6171)
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