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        "author": "Supphawit,Sukit",
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        "description": "# How to upload your package to PyPI \n\nIf you haven\u2019t published things on PyPI before, you\u2019ll need to create an account at [PyPI](https://pypi.org/).\n\nWe need you to create an account at [TestPyPI](https://test.pypi.org/) to test before you publish your package to PyPI. (You should set username and passwords PyPI same as TestPyPI)\n\n# Picking A Name\nPython module/package names should generally follow the following constraints:\n\n* All lowercase\n* Unique on PyPI\n* Underscore-separated or no word separators at all \n\n# Creating The Scaffolding\n\nDirectory structure for <code>tnthai</code> should look like this:\n```\nTnThai/\n  tnthai/\n    setup.py\n    REAME.md\n    MANIFEST.in\n    bin/\n      tnthai-run\n      tnthai-test\n    src/\n      tnthai/\n        __init__.py\n        AbstractWordSegment.py\n        SC.py\n        dict/\n          my.trie\n        tests/\n          test_tnthai.py\n```\nThe subdirectory <code>tnthai</code> is actually our Python module\n\n<code>setup.py</code> contains:\n```Python\nfrom setuptools import setup\n\ndef readme():\n    with open('README.md') as f:\n        return f.read()\n\nsetup(name='tnthai',\n    version='0.1',\n    description='tnthai for Python3',\n    long_description=readme(),\n    url='https://gitlab.thinknet.co.th/research/swathclone',\n    author='Supphawit',\n    author_email='supphawit@thinknet.co.th',\n    license='Thinknet',\n    python_requires='>=3',\n    install_requires=[\n        'datrie',\n    ],\n    scripts=['bin/tnthai-run','bin/tnthai-test'],\n    keywords='tnthai thinknet thai wordsegment',\n    packages=['tnthai'],\n    package_dir={'tnthai': 'src/tnthai'},\n    package_data={\n        'tnthai': ['tests/*.py','dict/*.trie']\n    },\n)\n```\n\n* If your package required any package you needs to add <code>install_requires</code> keyword argument to <code>setup.py</code> \n* Many Python packages include command line tools. This is useful for distributing support tools which are associated with a library \nfor <code>tnthai</code>, we will add a <code>tnthai-run</code> command line tool by adding <code>scripts</code> keyword argument \n* Package data can be added to packages using the <code>package_data</code> keyword argument to the setup() function\n* Use <code>package_dir</code> key argument to path your package location\n* Changed in version 3.1: All the files that match <code>package_data</code> will be added to the MANIFEST file if no template is provided. \n* You\u2019ll probably want a README file in your source distribution, and that file can serve double purpose as the <code>long_description</code> specified to PyPI. Further, if that file is written in reStructuredText, it can be formatted nicely\n\nsee more <code>setup.py </code> in the [PyPA sample project](https://github.com/pypa/sampleproject)\n\nThe <code>tnthai-run</code> script in <code>bin/tnthai-run</code> looks like this:\n```Python\n#!/usr/bin/env python \n\n  * code *\n  ...\n  ...\n  ...\n``` \nThe <code>tnthai-test</code> script in <code>bin/tnthai-test</code> use to run test for ```tnthai``` looks like this:\n```Python\n#!/usr/bin/env python \n\nimport os\nimport sys\n\nfor p in sys.path:\n    if \"site-packages\" in p:\n        path = p + \"/tnthai/tests/test_tnthai.py\"\nos.system(\"python3 \" + path)\n``` \n\n<code>MANIFEST.in</code> contains:\n```\ninclude README.md\n```\nIf you have other files that you want to include in your package just add <code>include</code> in <code>MANIFEST.in</code> it's meaning all files in the distribution root matching *.txt,and <code>recursive-include</code> meaning all files anywhere under the <code>tnthai</code> directory matching *.txt or *.py\n\nNow we can install the package locally (for use on our system or test before publish) with:\n```\n$ pip install .\n```\n\n# Publishing on TestPyPI and PyPI \n\nFirst create a source distribution with:\n```\n$ python setup.py sdist\n```\nor\n```\n$python3 setup.py sdist bdist_wheel\n```\nThis will create <code>dist/tnthai-0.1.tar.gz</code> inside our top-level directory. \n\nYou can use <code>twine</code> to upload the distribution packages. You\u2019ll need to install <code>twine</code> by this command:\n```\n$ pip install twine --upgrade\n```\nor \n```\n$ python3 -m pip install --user --upgrade twine\n```\n\n### TestPyPI\nYou should upload your package to TestPyPI before PyPI\n\nRun Twine to upload all of the archives under dist:\n```\n$ twine upload --repository-url https://test.pypi.org/legacy/ dist/*\n```\nYou will be prompted for the username and password you registered with TestPyPI. \nAfter the command completes you can check your package at [TestPyPI](https://test.pypi.org/manage/projects/)\n\n### PyPI\nNow you ready to upload your package to PyPI\nby following this command:\n```\n$ twine upload --repository-url https://upload.pypi.org/legacy/ dist/*\n```\nYou will be prompted for the username and password you registered with PyPI. \nAfter the command completes you can check your package at [PyPI](https://pypi.org/manage/projects/)\n\n# Installing the Package\n\nAt this point, other consumers of this package can install the package with <code>pip</code>:\n```\n$ pip install tnthai\n```\nSometimes you update your package it will take about 5-10 minutes to update your package. \n\nyou can upgrade your package by following this command:\n```\n$ pip install tnthai --upgrade\n```\n\nIt will be automatically installed to your Python package folder\nand <code>setuptools</code> will copy the script to our PATH and make it available for general use\n\n# How to Use\nIn ```tnthai``` package have 3 features ```Safe Mode```, ```Unsafe Mode```, ```Smart Mode```\n\nYou can run package in command line by following this command:\n```\n$ tnthai-run \u0e17\u0e14\u0e2a\u0e2d\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19\n```\nIf you want to choose the features you can do by following this command:\n\n```\n$ tnthai-run \u0e17\u0e14\u0e2a\u0e2d\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19 Safe\n```\n\n### Simple Demo\n\n\n```\nimport tnthai.segment as tn\n\n\nsafe = tn.SafeSegment(\"\u0e04\u0e19\u0e41\u0e01\u0e48\u0e02\u0e19\u0e02\u0e2d\u0e07\")\n\nunsafe = tn.UnsafeSegment(\"\u0e04\u0e19\u0e41\u0e01\u0e48\u0e02\u0e19\u0e02\u0e2d\u0e07\")\n\nsmart = tn.SmartSegment(\"\u0e04\u0e19\u0e41\u0e01\u0e48\u0e02\u0e19\u0e02\u0e2d\u0e07\")\n```\nBut if you use python2 you need to add ```# -*- coding: utf-8 -*-``` like this:\n```\n# -*- coding: utf-8 -*-\n\nimport tnthai.segment as tnthai\n\n  * code *\n    ...\n    ...\n    ...\n```\n\n\nResult of ```Safe Mode```  will be like this:\n```\n('Safe', [['\u0e04\u0e19\u0e41\u0e01\u0e48', '\u0e02\u0e19\u0e02\u0e2d\u0e07'], ['\u0e04\u0e19\u0e41\u0e01\u0e48', '\u0e02\u0e19', '\u0e02\u0e2d\u0e07'], ['\u0e04\u0e19', '\u0e41\u0e01\u0e48', '\u0e02\u0e19\u0e02\u0e2d\u0e07'], ['\u0e04\u0e19', '\u0e41\u0e01\u0e48', '\u0e02\u0e19', '\u0e02\u0e2d\u0e07']])\n```\nResult of ```Unsafe Mode```  will be like this:\n```\n('Unsafe', [['\u0e04\u0e19\u0e41\u0e01\u0e48', '\u0e02\u0e19\u0e02\u0e2d\u0e07']])\n```\nTo show you how its work we will show you an example:\n```\nimport tnthai.segment as tn\n\n\nmisspellings_safe = tn.SafeSegment(\"\u0e04\u0e19\u0e41\u0e01\u0e48\u0e2a\u0e02\u0e19\u0e02\u0e2d\u0e07\")\n\nspellings_smartmode = tn.SmartSegment(\"\u0e04\u0e19\u0e41\u0e01\u0e48\u0e02\u0e19\u0e02\u0e2d\u0e07\")\n\nmisspellings_smartmode = tn.SmartSegment(\"\u0e04\u0e19\u0e41\u0e01\u0e48\u0e2a\u0e02\u0e19\u0e02\u0e2d\u0e07\")\n```\n```Safe Mode``` doesn't work with misspellings text so the \nresult will be empty list ( ```Smart Mode``` can solve this problem )\n\nThe result of ```misspellings_safe``` is:\n```\n('Safe', [])\n```\n\n```Smart Mode```  will automatically use ```Safe Mode```  but if its doesn't work (which mean text have misspellings) its going to use ```Unsafe Mode```  instead\n\n\nThe result of ```spellings_smartmode``` is:\n```\n('Safe', [['\u0e04\u0e19\u0e41\u0e01\u0e48', '\u0e02\u0e19\u0e02\u0e2d\u0e07'], ['\u0e04\u0e19\u0e41\u0e01\u0e48', '\u0e02\u0e19', '\u0e02\u0e2d\u0e07'], ['\u0e04\u0e19', '\u0e41\u0e01\u0e48', '\u0e02\u0e19\u0e02\u0e2d\u0e07'], ['\u0e04\u0e19', '\u0e41\u0e01\u0e48', '\u0e02\u0e19', '\u0e02\u0e2d\u0e07']])\n```\nThe result of ```misspellings_smartmode``` is:\n```\n('Unsafe', [['\u0e04\u0e19\u0e41\u0e01\u0e48', '\u0e2a', '\u0e02\u0e19\u0e02\u0e2d\u0e07']])\n```\n\nIf you want to test package you can run ```tnthai-test``` by following this command:\n```\n$ tnthai-test\n```",
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