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Lightning Fast Language Prediction 🚀

License: Apache License 2.0

Python 100.00%

python nlp fasttext language-detection languages

whatthelang's Introduction

whatthelang

Lightning Fast Language Prediction 🚀

Dependencies

The dependencies can be installed using the requirements.txt file:

$ pip install -r requirements.txt

Install

$ pip install whatthelang

Basic Usage

Predicting Language using whatthelang

>>> from whatthelang import WhatTheLang
>>> wtl = WhatTheLang()
>>> wtl.predict_lang("Mother")
'en'
>>> wtl.predict_lang("தாய்")
'ta'
>>> wtl.predict_lang("അമ്മ")
'ml'
>>> wtl.predict_lang("पिता")
'hi'

Batch Prediction is also supported

>>>wtl.predict_lang(["അമ്മ","पिता","teacher"])
['ml','hi','en']

Supported Languages

Supports 176 languages . The ISO codes for the corresponding languages are as below.

af als am an ar arz as ast av az azb ba bar bcl be bg bh bn bo bpy br bs bxr ca cbk
ce ceb ckb co cs cv cy da de diq dsb dty dv el eml en eo es et eu fa fi fr frr fy ga
gd gl gn gom gu gv he hi hif hr hsb ht hu hy ia id ie ilo io is it ja jbo jv ka kk km
kn ko krc ku kv kw ky la lb lez li lmo lo lrc lt lv mai mg mhr min mk ml mn mr mrj ms
mt mwl my myv mzn nah nap nds ne new nl nn no oc or os pa pam pfl pl pms pnb ps pt qu
rm ro ru rue sa sah sc scn sco sd sh si sk sl so sq sr su sv sw ta te tg th tk tl tr
tt tyv ug uk ur uz vec vep vi vls vo wa war wuu xal xmf yi yo yue zh

Model Training Details

Quantized model built using Fasttext. More details present in the fasttext blog

Reference

whatthelang is powered by FastText

Enriching Word Vectors with Subword Information

[1] P. Bojanowski*, E. Grave*, A. Joulin, T. Mikolov, Enriching Word Vectors with Subword Information

@article{bojanowski2016enriching,
  title={Enriching Word Vectors with Subword Information},
  author={Bojanowski, Piotr and Grave, Edouard and Joulin, Armand and Mikolov, Tomas},
  journal={arXiv preprint arXiv:1607.04606},
  year={2016}
}

Bag of Tricks for Efficient Text Classification

[2] A. Joulin, E. Grave, P. Bojanowski, T. Mikolov, Bag of Tricks for Efficient Text Classification

@article{joulin2016bag,
  title={Bag of Tricks for Efficient Text Classification},
  author={Joulin, Armand and Grave, Edouard and Bojanowski, Piotr and Mikolov, Tomas},
  journal={arXiv preprint arXiv:1607.01759},
  year={2016}
}

FastText.zip: Compressing text classification models

[3] A. Joulin, E. Grave, P. Bojanowski, M. Douze, H. Jégou, T. Mikolov, FastText.zip: Compressing text classification models

@article{joulin2016fasttext,
  title={FastText.zip: Compressing text classification models},
  author={Joulin, Armand and Grave, Edouard and Bojanowski, Piotr and Douze, Matthijs and J{\'e}gou, H{\'e}rve and Mikolov, Tomas},
  journal={arXiv preprint arXiv:1612.03651},
  year={2016}
}

whatthelang's People

Contributors

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whatthelang's Issues

How to use with PyInstaller ?

It returns a Model Not Found error when run through PyInstaller

Cannot install through pip or locally because of setup.py

When attempting to install:

Complete output from command python setup.py egg_info: Traceback (most recent call last): File "<string>", line 1, in <module> File "C:\Users\ser\AppData\Local\Temp\pip-req-build-jkgwiajx\setup.py", line 8, in <module> readme = f.read() File "C:\Users\user\AppData\Local\Programs\Python\Python36\lib\encodings\cp1252.py", line 23, in decode return codecs.charmap_decode(input,self.errors,decoding_table)[0] UnicodeDecodeError: 'charmap' codec can't decode byte 0x8d in position 661: character maps to <undefined>

Fixed by changing the following lines from setup.py:

with open('README.md'') as f:
    readme = f.read()
with open('LICENSE') as f:
    license = f.read()

To the following:

with open('README.md', encoding='utf-8') as f:
    readme = f.read()
with open('LICENSE', encoding='utf-8') as f:
    license = f.read()

pyfasttext dependecy issue for mac OS users

Hi,

Can you change this dependency to something that uses another binding of fasttext? It looks like pyfasttext is using old version of fasttext (pre 0.8.2) and so mac os users get the symbol not found error: vrasneur/pyfasttext#46. So I cannot use this on my mac..

Update Readme for hacktoberfest demo

Bizarre predictions

Think the results below speak for themselves. It would be helpful to know what sort of normalisation is expected since it seems WTL does not do any. Mostly seems to be newlines influencing the results.

from whatthelang import WhatTheLang as WTL
p = WTL()
s = 'Chapter 14: Person of Interest\n Chapter 16: The Debt\n'
p.predict_lang(s)  # fr
s = 'to actual persons, living or dead, \n business establishments, events,\n'
p.predict_lang(s)  # es
s = 'Chapter 11: Freedom\n Chapter 12: Everyday Life for Five Years\n'
p.predict_lang(s)  # fr
s = 'Prologue\n They were two beautiful people. Both strong and healthy, exactly what she was looking for.\n'
p.predict_lang(s)  # fr
s = '###\n By Heather Graham\n'
p.predict_lang(s)  # de
s = 'Raymond Stocker – Owner/operator of Nicoll’s Island amusement park\n Jasmine Stocker – wife of Raymond\n'
p.predict_lang(s)  # de
s = 'Prologue\n Flirtation lasts the brief flutter of a butterfly’s wing.\n'
p.predict_lang(s)  # fr
s = 'Any resemblance to places or actual persons,\n living or dead is entirely coincidental.\n'
p.predict_lang(s)  # es
s = 'Dream of the Fir Bolg\n Eochaidh mac Eirc, Ard Ri, High King of Ireland and leader of the Fir Bolg, stood on the cliff edge and looked out to sea. The night was clear, the water was calm, and the moon and stars observed the scene like many bright eyes.\n'
p.predict_lang(s)  # af

For unicode text , predictions are going all over the place

Found this issue while passing input as unicode string.

Example

wtl.predict_lang(u"nike running shoes string")
['CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT', 'CANT_PREDICT']

This can be resolved by wrapping all text including unicode text in list.

>>> wtl.predict_lang([u"nike running shoes"])
[u'en']

how is this useful?

You are using Fasttext for language classification. While examining the README example, I see the input text is given in corresponding unicode characters. I'm being curious that, how it differentiate itself from a logic that uses character parser to determine language?

setup failed

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/tmp/pip-build-7VI_fe/pyfasttext/setup.py", line 2, in <module>
    from Cython.Build import cythonize
ImportError: No module named Cython.Build

----------------------------------------

Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-7VI_fe/pyfasttext/

index out of range

I'm using version 1.0.2 - fails when I use the single word "hallo" - here is a quick repro:

$ python
Python 3.7.1 (default, Dec 14 2018, 19:28:38)
>>> from whatlang import WhatLang
>>> wl = WhatLang()
>>> wl.predict_lang("hallo")
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "........../site-packages/whatlang/predict_lang.py", line 32, in predict_lang
    if len(pred[0]) == 0:
IndexError: list index out of range

Add support for parallel computing

I refer to this use case here Use case. It would be nice to have this blazing fast lang detector work with parallel computing

Dependency pyfasttext is no longer maintained

As an FYI, pyfasttext is no longer maintained and the author recommends using the official Python bindings.

I'm not sure if this is worth updating with a PR, but wanted to at least raise a potential issue.

cannot pip install b/c pyfasttext dependency

Hi, as I tried to pip install pyfasttext I always fail, but I did successfully installed the new version of fasttext as mentioned in a previous issue, the error message is as follows, could anyone please help on this?

`pip install pyfasttext==0.4.3
Collecting pyfasttext==0.4.3
Using cached https://files.pythonhosted.org/packages/6a/64/7a06c6bf18a34f6530d1bb07cb98ab56f6f21edf0129c9ea8baf0d666f4a/pyfasttext-0.4.3.tar.gz
Requirement already satisfied: cysignals in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from pyfasttext==0.4.3) (1.10.2)
Requirement already satisfied: future in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from pyfasttext==0.4.3) (0.17.1)
Requirement already satisfied: numpy in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from pyfasttext==0.4.3) (1.16.4)
Requirement already satisfied: Cython>=0.28 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from cysignals->pyfasttext==0.4.3) (0.29.13)
Building wheels for collected packages: pyfasttext
Building wheel for pyfasttext (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: /Library/Frameworks/Python.framework/Versions/3.7/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/setup.py'"'"'; file='"'"'/private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d /private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-wheel-prgzb0bt --python-tag cp37
cwd: /private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/
Complete output (450 lines):
running bdist_wheel
running build
running build_ext
building 'pyfasttext' extension
creating build
creating build/temp.macosx-10.9-x86_64-3.7
creating build/temp.macosx-10.9-x86_64-3.7/src
creating build/temp.macosx-10.9-x86_64-3.7/src/fastText
creating build/temp.macosx-10.9-x86_64-3.7/src/fastText/src
gcc -DNDEBUG -g -fwrapv -O3 -Wall -iquote . -include src/custom_exit.h -Isrc -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/cysignals -I. -Isrc/variant/include -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include -I/Library/Frameworks/Python.framework/Versions/3.7/include/python3.7m -c src/pyfasttext.cpp -o build/temp.macosx-10.9-x86_64-3.7/src/pyfasttext.o -std=c++0x -Wno-sign-compare
In file included from src/pyfasttext.cpp:680:
In file included from /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/arrayobject.h:4:
In file included from /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/ndarrayobject.h:12:
In file included from /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/ndarraytypes.h:1822:
/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: "Using deprecated NumPy API, disable it with " "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-W#warnings]
#warning "Using deprecated NumPy API, disable it with "
^
src/pyfasttext.cpp:6523:4: warning: array index 1 is past the end of the array (which contains 1 element) [-Warray-bounds]
(pyx_v_shape[1]) = ((npy_intp)pyx_v_dim);
^ ~
src/pyfasttext.cpp:6331:3: note: array 'pyx_v_shape' declared here
npy_intp pyx_v_shape[1];
^
2 warnings generated.
gcc -DNDEBUG -g -fwrapv -O3 -Wall -iquote . -include src/custom_exit.h -Isrc -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/cysignals -I. -Isrc/variant/include -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include -I/Library/Frameworks/Python.framework/Versions/3.7/include/python3.7m -c src/fasttext_access.cpp -o build/temp.macosx-10.9-x86_64-3.7/src/fasttext_access.o -std=c++0x -Wno-sign-compare
src/fasttext_access.cpp:33:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, args);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:33:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, args);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:34:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, dict);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:34:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, dict);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:35:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, input_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:35:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, input_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:36:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, output_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:36:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, output_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:37:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, qinput_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:37:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, qinput_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:38:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, qoutput_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:38:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, qoutput_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:39:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, model_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:39:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr, model_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:40:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, std::atomic<int64_t>, tokenCount);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:40:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, std::atomic<int64_t>, tokenCount);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:41:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, bool, quant_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:41:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, bool, quant_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:42:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(FastText, int32_t, version);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:42:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(FastText, int32_t, version);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:43:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_METHOD_ACCESS(FastText, bool, checkModel, std::istream&);
^
src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:43:1: note: did you mean struct here?
ALLOW_METHOD_ACCESS(FastText, bool, checkModel, std::istream&);
^
src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:45:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, std::vector<int32_t>, word2int_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:45:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, std::vector<int32_t>, word2int_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:46:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, std::vector, words_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:46:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, std::vector, words_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:47:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, int32_t, size_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:47:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, int32_t, size_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:48:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nwords_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:48:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nwords_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:49:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nlabels_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:49:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nlabels_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:50:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, int64_t, ntokens_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:50:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, int64_t, ntokens_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:51:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, int64_t, pruneidx_size_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:51:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, int64_t, pruneidx_size_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:53:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_MEMBER_ACCESS(Dictionary, pruneidx_type, pruneidx_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:53:1: note: did you mean struct here?
ALLOW_MEMBER_ACCESS(Dictionary, pruneidx_type, pruneidx_);
^
src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:54:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_CONST_METHOD_ACCESS(Dictionary, int32_t, find, const std::string&);
^
src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
struct rob : result {
^
src/fasttext_access.cpp:54:1: note: did you mean struct here?
ALLOW_CONST_METHOD_ACCESS(Dictionary, int32_t, find, const std::string&);
^
src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
template class rob<Only_##MEMBER, &CLASS::MEMBER>
^
src/fasttext_access.cpp:54:48: error: 'find' is a private member of 'fasttext::Dictionary'
ALLOW_CONST_METHOD_ACCESS(Dictionary, int32_t, find, const std::string&);

src/private_access.h:59:45: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
                                     ~~~~~~~^~~~~~
src/fastText/src/dictionary.h:41:13: note: declared private here
    int32_t find(const std::string&) const;
            ^
src/fasttext_access.cpp:55:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_CONST_METHOD_ACCESS(Dictionary, void, pushHash, std::vector<int32_t>&, int32_t);
^
src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
           ^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
    struct rob : result<Tag> {                                  \
           ^
src/fasttext_access.cpp:55:1: note: did you mean struct here?
ALLOW_CONST_METHOD_ACCESS(Dictionary, void, pushHash, std::vector<int32_t>&, int32_t);
^
src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
           ^
src/fasttext_access.cpp:56:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_METHOD_ACCESS(Dictionary, void, initTableDiscard, );
^
src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
           ^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
    struct rob : result<Tag> {                                  \
           ^
src/fasttext_access.cpp:56:1: note: did you mean struct here?
ALLOW_METHOD_ACCESS(Dictionary, void, initTableDiscard, );
^
src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
           ^
src/fasttext_access.cpp:57:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
ALLOW_METHOD_ACCESS(Dictionary, void, initNgrams, );
^
src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
           ^
src/fasttext_access.cpp:31:1: note: previous use is here
ACCESS_INIT;
^
src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
    struct rob : result<Tag> {                                  \
           ^
src/fasttext_access.cpp:57:1: note: did you mean struct here?
ALLOW_METHOD_ACCESS(Dictionary, void, initNgrams, );
^
src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
  template class rob<Only_##MEMBER, &CLASS::MEMBER>
           ^
23 warnings and 1 error generated.
error: command 'gcc' failed with exit status 1
----------------------------------------
ERROR: Failed building wheel for pyfasttext
Running setup.py clean for pyfasttext
Failed to build pyfasttext
Installing collected packages: pyfasttext
Running setup.py install for pyfasttext ... error
  ERROR: Command errored out with exit status 1:
   command: /Library/Frameworks/Python.framework/Versions/3.7/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/setup.py'"'"'; __file__='"'"'/private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-record-xjlblv7z/install-record.txt --single-version-externally-managed --compile
       cwd: /private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/
  Complete output (450 lines):
  running install
  running build
  running build_ext
  building 'pyfasttext' extension
  creating build
  creating build/temp.macosx-10.9-x86_64-3.7
  creating build/temp.macosx-10.9-x86_64-3.7/src
  creating build/temp.macosx-10.9-x86_64-3.7/src/fastText
  creating build/temp.macosx-10.9-x86_64-3.7/src/fastText/src
  gcc -DNDEBUG -g -fwrapv -O3 -Wall -iquote . -include src/custom_exit.h -Isrc -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/cysignals -I. -Isrc/variant/include -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include -I/Library/Frameworks/Python.framework/Versions/3.7/include/python3.7m -c src/pyfasttext.cpp -o build/temp.macosx-10.9-x86_64-3.7/src/pyfasttext.o -std=c++0x -Wno-sign-compare
  In file included from src/pyfasttext.cpp:680:
  In file included from /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/arrayobject.h:4:
  In file included from /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/ndarrayobject.h:12:
  In file included from /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/ndarraytypes.h:1822:
  /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: "Using deprecated NumPy API, disable it with "          "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-W#warnings]
  #warning "Using deprecated NumPy API, disable it with " \
   ^
  src/pyfasttext.cpp:6523:4: warning: array index 1 is past the end of the array (which contains 1 element) [-Warray-bounds]
    (__pyx_v_shape[1]) = ((npy_intp)__pyx_v_dim);
     ^             ~
  src/pyfasttext.cpp:6331:3: note: array '__pyx_v_shape' declared here
    npy_intp __pyx_v_shape[1];
    ^
  2 warnings generated.
  gcc -DNDEBUG -g -fwrapv -O3 -Wall -iquote . -include src/custom_exit.h -Isrc -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/cysignals -I. -Isrc/variant/include -I/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/numpy/core/include -I/Library/Frameworks/Python.framework/Versions/3.7/include/python3.7m -c src/fasttext_access.cpp -o build/temp.macosx-10.9-x86_64-3.7/src/fasttext_access.o -std=c++0x -Wno-sign-compare
  src/fasttext_access.cpp:33:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Args>, args_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:33:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Args>, args_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:34:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Dictionary>, dict_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:34:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Dictionary>, dict_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:35:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Matrix>, input_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:35:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Matrix>, input_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:36:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Matrix>, output_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:36:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Matrix>, output_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:37:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<QMatrix>, qinput_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:37:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<QMatrix>, qinput_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:38:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<QMatrix>, qoutput_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:38:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<QMatrix>, qoutput_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:39:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Model>, model_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:39:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::shared_ptr<Model>, model_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:40:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, std::atomic<int64_t>, tokenCount);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:40:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, std::atomic<int64_t>, tokenCount);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:41:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, bool, quant_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:41:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, bool, quant_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:42:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(FastText, int32_t, version);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:42:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(FastText, int32_t, version);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:43:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_METHOD_ACCESS(FastText, bool, checkModel, std::istream&);
  ^
  src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:43:1: note: did you mean struct here?
  ALLOW_METHOD_ACCESS(FastText, bool, checkModel, std::istream&);
  ^
  src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:45:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, std::vector<int32_t>, word2int_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:45:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, std::vector<int32_t>, word2int_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:46:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, std::vector<entry>, words_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:46:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, std::vector<entry>, words_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:47:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, int32_t, size_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:47:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, int32_t, size_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:48:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nwords_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:48:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nwords_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:49:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nlabels_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:49:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, int32_t, nlabels_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:50:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, int64_t, ntokens_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:50:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, int64_t, ntokens_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:51:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, int64_t, pruneidx_size_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:51:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, int64_t, pruneidx_size_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:53:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_MEMBER_ACCESS(Dictionary, pruneidx_type, pruneidx_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:53:1: note: did you mean struct here?
  ALLOW_MEMBER_ACCESS(Dictionary, pruneidx_type, pruneidx_);
  ^
  src/private_access.h:51:12: note: expanded from macro 'ALLOW_MEMBER_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:54:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_CONST_METHOD_ACCESS(Dictionary, int32_t, find, const std::string&);
  ^
  src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:54:1: note: did you mean struct here?
  ALLOW_CONST_METHOD_ACCESS(Dictionary, int32_t, find, const std::string&);
  ^
  src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:54:48: error: 'find' is a private member of 'fasttext::Dictionary'
  ALLOW_CONST_METHOD_ACCESS(Dictionary, int32_t, find, const std::string&);
  ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~
  src/private_access.h:59:45: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
                                       ~~~~~~~^~~~~~
  src/fastText/src/dictionary.h:41:13: note: declared private here
      int32_t find(const std::string&) const;
              ^
  src/fasttext_access.cpp:55:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_CONST_METHOD_ACCESS(Dictionary, void, pushHash, std::vector<int32_t>&, int32_t);
  ^
  src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:55:1: note: did you mean struct here?
  ALLOW_CONST_METHOD_ACCESS(Dictionary, void, pushHash, std::vector<int32_t>&, int32_t);
  ^
  src/private_access.h:59:12: note: expanded from macro 'ALLOW_CONST_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:56:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_METHOD_ACCESS(Dictionary, void, initTableDiscard, );
  ^
  src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:56:1: note: did you mean struct here?
  ALLOW_METHOD_ACCESS(Dictionary, void, initTableDiscard, );
  ^
  src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:57:1: warning: class template 'rob' was previously declared as a struct template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags]
  ALLOW_METHOD_ACCESS(Dictionary, void, initNgrams, );
  ^
  src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  src/fasttext_access.cpp:31:1: note: previous use is here
  ACCESS_INIT;
  ^
  src/private_access.h:39:12: note: expanded from macro 'ACCESS_INIT'
      struct rob : result<Tag> {                                  \
             ^
  src/fasttext_access.cpp:57:1: note: did you mean struct here?
  ALLOW_METHOD_ACCESS(Dictionary, void, initNgrams, );
  ^
  src/private_access.h:55:12: note: expanded from macro 'ALLOW_METHOD_ACCESS'
    template class rob<Only_##MEMBER, &CLASS::MEMBER>
             ^
  23 warnings and 1 error generated.
  error: command 'gcc' failed with exit status 1
  ----------------------------------------
ERROR: Command errored out with exit status 1: /Library/Frameworks/Python.framework/Versions/3.7/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/setup.py'"'"'; __file__='"'"'/private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-install-b72ncbjt/pyfasttext/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /private/var/folders/hj/9jxvqvrs2xq4h9rj1p288lf40000gn/T/pip-record-xjlblv7z/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.`

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