├── .gitignore ├── .idea ├── .gitignore ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── mysam-tagmanager.iml └── vcs.xml ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── README.rst ├── doc ├── images │ ├── mysam_demo.png │ └── mysam_sample.png └── tagset.md ├── epydoc.conf ├── mysam ├── __init__.py ├── config │ └── tag.config ├── tag_const.py ├── tag_const_inflect.py ├── tagcoder.py ├── tagconfig.py ├── taginflector.py └── tagmaker.py ├── requirements ├── setup.py └── tests ├── fixtures └── tagcode_dataset.py ├── makedoc.py ├── readme_samples1.py ├── readme_samples2.py ├── readme_samples3.py ├── readme_samples4.py ├── readme_samples5.py ├── requirements ├── tag.config ├── test_config.py ├── test_maker.py ├── test_maker_readingtags.py ├── test_mytager.py ├── test_samples.py └── test_unit_tagcoder.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | doc/html/* 3 | /doc/tagset.md.bak 4 | tests/output/* 5 | tests/samples/* 6 | build/* 7 | dist/* 8 | mysam_tagmanager.egg-info/* 9 | mypythonenv/ 10 | -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 14 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 6 | -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/mysam-tagmanager.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 14 | -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include mysam/config/tag.config 2 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | #/usr/bin/sh 2 | # Build mysam-tagmanager 3 | 4 | default: all 5 | # Clean build files 6 | clean: 7 | 8 | backup: 9 | 10 | #create all files 11 | all: 12 | 13 | install: 14 | sudo python setup.py install 15 | install3: 16 | sudo python3 setup.py install 17 | # Publish to github 18 | publish: 19 | git push origin master 20 | 21 | md2rst: 22 | pandoc -s -r markdown -w rst README.md -o README.rst 23 | md2html: 24 | pandoc -s -r markdown -w html README.md -o README.html 25 | 26 | wheel: 27 | sudo python3 setup.py bdist_wheel 28 | wheel3: 29 | sudo python3 setup.py bdist_wheel 30 | sdist: 31 | sudo python3 setup.py sdist 32 | upload: 33 | echo "use twine upload dist/mysam-tagmanager-0.1.tar.gz" 34 | 35 | test: 36 | cd tests; python3 test_maker.py 37 | test_unit: 38 | cd tests; python3 -m pytest test_unit_tagcoder.py 39 | tagsetdoc: 40 | mv doc/tagset.md doc/tagset.md.bak 41 | python3 tests/makedoc.py > doc/tagset.md 42 | doc: 43 | epydoc -v --config epydoc.conf 44 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Mysam: Arabic tags manager, ميسم: إدارة الوسوم العربية 2 | 3 | تسيير وسوم الكلمات العربية في مجال المعالجة الآلية للغة، ترميز وتفكيك 4 | هذه المكتبة توفر سكريبت خاصا بترميز وسوم الكلمات (الخصائص الصرفية والنحوية والدلالية) في عبارة وسم مختصرة على شكل سلسلة حروف قصيرة مرمّزة نسميها سلسلة الوسوم. 5 | يمكن التحويل بين قائمة الوسوم وسلسة الوسوم المختص 6 | يمكن الاستفادة من هذه المكتبة من أجل ترميز الوسوم وفك ترميزها، سنستعملها في : 7 | 8 | * التحليل الصرفي ([مكتبة قلصادي](https://github.com/linuxscout/qalsadi) ) 9 | * التحليل النحوي ( [مكتبة ثعلب](https://github.com/linuxscout/thaalab-aranasyn) ) 10 | * التشكيل ( برنامج مشكال[برنامج مشكال](https://github.com/linuxscout/mishkal) [ برنامج مشكال](http://tahadz.com/mishkal) ) 11 | * التدقيق اللغوي النحوي (LanguageTool). 12 | 13 | كما تقدّم خدمة متميزة في **الإعراب بالطريقة القديمة ** 14 | 15 | ![TAG STRINGS](doc/images/mysam_sample.png "Example") 16 | 17 | * قائمة الوسوم : 18 | Noun, جامد, مضاف, مجرور, متحرك, ينون 19 | * سلسلة الوسوم المختصرة 20 | [N--;--I-;---H;----] 21 | * جملة الإعراب 22 | {اسم مجرور وهو مضاف، والضمير المتصل مبني في محل جر مضاف إليه} 23 | 24 | ** هذه ليست مكتبة للتوسيم، بل لإدارة الوسوم في معالجة اللغة** 25 | 26 | 27 | Manage arabic words tags, encode, decode 28 | This library provides a script to encode POS tags (Words features : morphology, syntax, semantic), as a brief tag string called tag string. 29 | We can convert between tag list <==> coded tag string. 30 | We plan to use it in: 31 | 32 | * Morphology analysis ([Qalsadi library](https://github.com/linuxscout/qalsadi) ) 33 | * Syntactic analysis ( [Thaalab Library](https://github.com/linuxscout/thaalab-aranasyn) ) 34 | * Tashkeel ( [Mishkal](https://github.com/linuxscout/mishkal) [Mishkal-site](http://tahadz.com/mishkal) ) 35 | * LanguageTool - Style and Grammar Checker [LanguageTool](https://languagetool.org/). 36 | 37 | It provides a special feature, make **traditional Inflection**. 38 | 39 | The conversion can be do like: 40 | 41 | * Tags list: 42 | Noun, جامد, مضاف, مجرور, متحرك, ينون 43 | * Encoded tag string 44 | [N--;--I-;---H;----] 45 | * Inflection phrase 46 | {اسم مجرور وهو مضاف، والضمير المتصل مبني في محل جر مضاف إليه} 47 | 48 | ** This not a Tagger library, but, a tags mangger for NLP ** 49 | 50 | 51 | ### Tagging System description 52 | You can look at tagging descripton on [doc/tagset.md](doc/tagset.md) 53 | 54 | 55 | Developpers: Taha Zerrouki: http://tahadz.com 56 | taha dot zerrouki at gmail dot com 57 | 58 | Features | value 59 | ------------|----------- 60 | Authors | Taha Zerrouki: http://tahadz.com, taha dot zerrouki at gmail dot com 61 | Release | 0.4 62 | License |[GPL](https://github.com/linuxscout/mysam-tagmanager/master/LICENSE) 63 | Tracker |[linuxscout/mysam-tagmanager/Issues](https://github.com/linuxscout/mysam-tagmanager/issues) 64 | Website |[https://pypi.python.org/pypi/mysam-tagmanager](https://pypi.python.org/pypi/mysam-tagmanager) 65 | Source |[Github](http://github.com/linuxscout/mysam-tagmanager) 66 | Feedbacks |[Comments](https://github.com/linuxscout/mysam-tagmanager/issues) 67 | Accounts |[@Twitter](https://twitter.com/linuxscout) [@Sourceforge](http://sourceforge.net/projects/mysam-tagmanager/) 68 | 69 | 70 | 71 | 72 | ## Citation 73 | If you would cite it in academic work, can you use this citation 74 | ``` 75 | T. Zerrouki‏, mysam-tagmanager, Arabic Word Tagger, 76 | https://pypi.python.org/pypi/mysam-tagmanager/, 2018 77 | ``` 78 | or in bibtex format 79 | 80 | ```bibtex 81 | @misc{zerrouki2018mysam, 82 | title={mysam-tagmanager : Arabic Word Tagger}, 83 | author={Zerrouki, Taha}, 84 | url={https://pypi.python.org/pypi/mysam-tagmanager, 85 | year={2018} 86 | } 87 | ``` 88 | 89 | 90 | ## مزايا 91 | * ترميز المزايا إلى وسم موحد مختصر 92 | * تفكيك الوسم إلى خصائصه 93 | * توليد الإعراب حسب الطريق التقليدية 94 | 95 | ## Features 96 | * Encode features to an unified tag string 97 | * Encode unified tag string to a list of features 98 | * Generate a traditional inflection style 99 | 100 | ## Applications 101 | * Text summarizing. 102 | * Sentences identification. 103 | * Grammar analysis. 104 | * Morphological analysis. 105 | 106 | ## تطبيقات 107 | * التنقيب عن المعلومات. 108 | * التعرف على الجمل. 109 | * التحليل النحوي. 110 | * تسريع التحليل الصرفي. 111 | 112 | 113 | 114 | ## Demo جرّب 115 | 116 | يمكن التجربة على [موقع مشكال](http://tahadz.com/mishkal) 117 | ، اختر تشكيل، ثم مرّر الفأرة على الكلمة لرؤية التلميح 118 | 119 | You can test it on [Mishkal Site](http://tahadz.com/mishkal), choose: Tashkeel, and move mouse over word to get hint. 120 | 121 | ![mysam-tagmanager Demo](doc/images/mysam_demo.png) 122 | 123 | Installation 124 | ===== 125 | ```python 126 | pip install mysam-tagmanager 127 | ``` 128 | ## Usage 129 | 130 | ```python 131 | import mysam.tagmaker as tagmaker 132 | ``` 133 | ## Example 134 | 135 | ### Test load configuration 136 | 137 | ```python 138 | import pandas as pd 139 | 140 | import mysam.tagconfig as tagconfig 141 | import mysam.tag_const as tag_const 142 | 143 | configuer = tagconfig.tagConfig() 144 | configuer.load_config() 145 | # display 146 | df = pd.DataFrame(configuer.tagsdict) 147 | print('****tagdict ****') 148 | print(df) 149 | *****Result ***** 150 | ****tagdict **** 151 | اسم Noun فعل Verb أداة ... 1st person مخاطب 2nd person غائب 3rd person 152 | part 1 1 1 1 1 ... 4 4 4 4 4 153 | pos 1 1 1 1 1 ... 4 4 4 4 4 154 | attr word_type word_type word_type word_type word_type ... person person person person person 155 | ar_attr نوع الكلمة نوع الكلمة نوع الكلمة نوع الكلمة نوع الكلمة ... شخص شخص شخص شخص شخص 156 | code n n V V T ... I Y Y H H 157 | value Noun Noun Verb Verb Tool ... 1st person 2nd person 2nd person 3rd person 3rd person 158 | ar_value اسم اسم فعل فعل أداة ... متكلم مخاطب مخاطب غائب غائب 159 | inflect اسم اسم فعل فعل حرف ... 160 | 161 | [8 rows x 95 columns] 162 | .... 163 | .... 164 | 165 | ``` 166 | You can load a specific config file by passing parameter to load_conf. 167 | If the file doesn't exist or failed to be open, the default config is loaded. 168 | 169 | ```python 170 | configuer = tagconfig.tagConfig() 171 | configuer.load_config("tag.config") 172 | 173 | ``` 174 | If you want to know if the input file is opened, fix 'debug' parameter to 'True' 175 | 176 | 177 | If you want to know if the input file is open, fix 'debug' parameter to 'True' 178 | ```python 179 | configuer = tagconfig.tagConfig() 180 | configuer.load_config("tag.config", debug=True) 181 | ``` 182 | 183 | ### Test call tagmaker 184 | 185 | ```python 186 | import mysam.tagcoder 187 | # given tags as list 188 | taglists = [[u'اسم', u'هاء', u'مجرور',], 189 | u'تعريف::مرفوع:متحرك:ينون:::'.split(":"), 190 | ] 191 | tgcoder = mysam.tagcoder.tagCoder() 192 | for taglist in taglists: 193 | # encode 194 | tagcode = tgcoder.encode(taglist) 195 | print("tags list:", u";".join(taglist)) 196 | print("tagcode:", tagcode) 197 | # decode a tag code string into (key, values) 198 | print("decode:", tgcoder.decode(tagcode)) 199 | 200 | **** result **** 201 | tags list: اسم;هاء;مجرور 202 | tagcode: N--;------I;--- 203 | decode: [('نوع الكلمة', 'اسم'), ('خاصية', 'لاشيء'), ('جنس', 'لاشيء'), ('عدد', 'لاشيء'), ('شخص', 'لاشيء'), ('علامة', 'لاشيء'), ('زمن', 'لاشيء'), ('بناء', 'لاشيء'), ('إعراب', 'مجرور'), ('عطف', 'لاشيء'), ('استقبال', 'لاشيء'), ('ضمير متصل', 'لاشيء')] 204 | tags list: تعريف;;مرفوع;متحرك;ينون;;; 205 | tagcode: ---;------U;--L 206 | decode: [('نوع الكلمة', 'لاشيء'), ('خاصية', 'لاشيء'), ('جنس', 'لاشيء'), ('عدد', 'لاشيء'), ('شخص', 'لاشيء'), ('علامة', 'لاشيء'), ('زمن', 'لاشيء'), ('بناء', 'لاشيء'), ('إعراب', 'مرفوع'), ('عطف', 'لاشيء'), ('استقبال', 'لاشيء'), ('تعريف', 'معرفة')] 207 | 208 | ``` 209 | 210 | 211 | ### Exmaple for inflect 212 | ```python 213 | import mysam.taginflector 214 | tag_maker = mysam.taginflector.tagInflector() 215 | word = "يَسْتَعْمِلُونَهَا" 216 | tagcode = 'V-1;M3H-faU;W-H' 217 | print(tag_maker.inflect(tagcode)) 218 | **** result **** 219 | فعل مضارع مرفوع وعلامة رفعه ثبوت النون لأنه من الأفعال الخمسة والواو: ضمير متصل مبني في محل رفع فاعل والضمير المتصل مبني في محل نصب مفعول به 220 | ``` 221 | 222 | ### Exmaple for add tag 223 | 224 | Add a new tag to existing tags string code 225 | 226 | ```python 227 | import mysam.tagcoder 228 | tag_coder = mysam.tagcoder.tagCoder() 229 | tagcode = 'V-0;M1H-faU;W--' 230 | tag = "ضمير متصل" 231 | print(tag_coder.add_tag(tag, tagcode)) 232 | **** result **** 233 | V-0;M1H-faU;W-H 234 | ``` 235 | 236 | ### Exmaple for remove tag 237 | 238 | Remove and a tag from existing tags string code 239 | 240 | ```python 241 | import mysam.tagcoder 242 | tag_coder = mysam.tagcoder.tagCoder() 243 | tagcode = 'V-0;M1H-faU;W-H' 244 | tag = "ضمير متصل" 245 | print(tag_coder.remove_tag(tag, tagcode)) 246 | **** result **** 247 | V-0;M1H-faU;W-- 248 | ``` 249 | 250 | ### 251 | 252 | ### Exmaple for has tag 253 | 254 | ```python 255 | import mysam.tagcoder 256 | tag_coder = mysam.tagcoder.tagCoder() 257 | tags = ['اسم', 'مجرور', 'مذكر', "مفرد", "واو"] 258 | tagcode = tag_coder.encode(tags) 259 | print(tagcode) 260 | tag_search = u"مجرور" 261 | print(tag_coder.has_tag(tag_search, tagcode)) 262 | tag_search = u"فعل" 263 | print(tag_coder.has_tag(tag_search, tagcode)) 264 | **** result **** 265 | N--;M1----I;--- 266 | True 267 | False 268 | ``` 269 | 270 | 271 | 272 | 273 | 274 | -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- 1 | Mysam: Arabic tags manager, ميسم: إدارة الوسوم العربية 2 | ====================================================== 3 | 4 | تسيير وسوم الكلمات العربية في مجال المعالجة الآلية للغة، ترميز وتفكيك 5 | هذه المكتبة توفر سكريبتا خاصا بترميز وسوم الكلمات (الخصائص الصرفية 6 | والنحوية والدلالية) في عبارة وسم مختصرة على شكل سلسلة حروف قصيرة مرمّزة 7 | نسميها سلسلة الوسوم. يمكن التحويل بين قائمة الوسوم وسلسة الوسوم المختص 8 | يمكن الاستفادة من هذه المكتبة من أجل ترميز الوسوم وفك ترميزها، سنستعملها 9 | في : 10 | 11 | - التحليل الصرفي (`مكتبة 12 | قلصادي `__ ) 13 | - التحليل النحوي ( `مكتبة 14 | ثعلب `__ ) 15 | - التشكيل ( برنامج مشكال\ `برنامج 16 | مشكال `__ `برنامج 17 | مشكال `__ ) 18 | - التدقيق اللغوي النحوي (LanguageTool). 19 | 20 | 21 | كما تقدّم خدمة متميزة في الإعراب بالطريقة القديمة 22 | 23 | 24 | 25 | 26 | - قائمة الوسوم : Noun, جامد, مضاف, مجرور, متحرك, ينون 27 | - سلسلة الوسوم المختصرة [N--;--I-;---H;----] 28 | - جملة الإعراب {اسم مجرور وهو مضاف، والضمير المتصل مبني في محل جر مضاف 29 | إليه} 30 | 31 | \*\* هذه ليست مكتبة للتوسيم، بل لإدارة الوسوم في معالجة اللغة\*\* 32 | 33 | Manage arabic words tags, encode, decode This library provides a script 34 | to encode POS tags (Words features : morphology, syntax, semantic), as a 35 | brief tag string called tag string. We can convert between tag list <==> 36 | coded tag string. We plan to use it in: 37 | 38 | - Morphology analysis (`Qalsadi 39 | library `__ ) 40 | - Syntactic analysis ( `Thaalab 41 | Library `__ ) 42 | - Tashkeel ( `Mishkal `__ 43 | `Mishkal-site `__ ) 44 | - LanguageTool - Style and Grammar Checker 45 | `LanguageTool `__. 46 | 47 | It provides a special feature, make **traditional Inflection**. 48 | 49 | The conversion can be do like: 50 | 51 | - Tags list: Noun, جامد, مضاف, مجرور, متحرك, ينون 52 | - Encoded tag string [N--;--I-;---H;----] 53 | - Inflection phrase {اسم مجرور وهو مضاف، والضمير المتصل مبني في محل جر 54 | مضاف إليه} 55 | 56 | \*\* This not a Tagger library, but, a tags mangger for NLP \*\* 57 | 58 | Tagging System description 59 | -------------------------- 60 | 61 | You can look at tagging descripton on `doc/tagset.md `__ 62 | 63 | Developpers: Taha Zerrouki: http://tahadz.com taha dot zerrouki at gmail 64 | dot com 65 | 66 | +---------------+--------------+ 67 | | Features | value | 68 | +===============+==============+ 69 | | Authors | Taha | 70 | | | Zerrouki: | 71 | | | http://tahad | 72 | | | z.com, | 73 | | | taha dot | 74 | | | zerrouki at | 75 | | | gmail dot | 76 | | | com | 77 | +---------------+--------------+ 78 | | Release | 0.2 | 79 | +---------------+--------------+ 80 | | License | `GPL `__ | 86 | +---------------+--------------+ 87 | | Tracker | `linuxscout/ | 88 | | | mysam-tagman | 89 | | | ager/Issues | 90 | | | `__ | 95 | +---------------+--------------+ 96 | | Website | https://pypi | 97 | | | .python.org/ | 98 | | | pypi/mysam-t | 99 | | | agmanager | 100 | +---------------+--------------+ 101 | | Source | `Github `__ | 106 | +---------------+--------------+ 107 | | Feedbacks | `Comments `__ | 113 | +---------------+--------------+ 114 | | Accounts | [@Twitter](h | 115 | | | ttps://twitt | 116 | | | er.com/linux | 117 | | | scout) | 118 | | | [@Sourceforg | 119 | | | e](http://so | 120 | | | urceforge.ne | 121 | | | t/projects/m | 122 | | | ysam-tagmana | 123 | | | ger/) | 124 | +---------------+--------------+ 125 | 126 | 127 | 128 | مزايا 129 | ----- 130 | 131 | - ترميز المزايا إلى وسم موحد مختصر 132 | - تفكيك الوسم إلى خصائصه 133 | - توليد الإعراب حسب الطريق التقليدية 134 | 135 | Features 136 | -------- 137 | 138 | - Encode features to an unified tag string 139 | - Encode unified tag string to a list of features 140 | - Generate a traditional inflection style 141 | 142 | Applications 143 | ------------ 144 | 145 | - Text summarizing. 146 | - Sentences identification. 147 | - Grammar analysis. 148 | - Morphological analysis. 149 | 150 | تطبيقات 151 | ------- 152 | 153 | - التنقيب عن المعلومات. 154 | - التعرف على الجمل. 155 | - التحليل النحوي. 156 | - تسريع التحليل الصرفي. 157 | 158 | Demo جرّب 159 | --------- 160 | 161 | يمكن التجربة على `موقع مشكال `__ ، اختر 162 | تشكيل، ثم مرّر الفأرة على الكلمة لرؤية التلميح 163 | 164 | You can test it on `Mishkal Site `__, choose: 165 | Tashkeel, and move mouse over word to get hint. 166 | 167 | 168 | 169 | 170 | Installation 171 | ============ 172 | ``` 173 | pip install mysam-tagmanager 174 | ``` 175 | 176 | 177 | Usage 178 | ----- 179 | 180 | .. code:: python 181 | 182 | import mysam.tagmaker as tagmaker 183 | 184 | Example 185 | ------- 186 | 187 | Test load configuration 188 | ~~~~~~~~~~~~~~~~~~~~~~~ 189 | 190 | .. code:: python 191 | 192 | import mysam.tagconfig as tagconfig 193 | import mysam.tag_const as tag_const 194 | import pandas as pd 195 | configuer = tagconfig.tagConfig() 196 | configuer.load_config() 197 | # display 198 | df = pd.DataFrame(tag_const.TAGSDICT) 199 | print('****tagdict ****') 200 | print(df) 201 | *****Result ***** 202 | ****tagdict **** 203 | 1st person 2nd person 3rd person Beh FEH \ 204 | ar_attr شخص شخص شخص جر عطف 205 | ar_value متكلم مخاطب غائب باء الفاء 206 | attr person person person preposition conjonction 207 | code I Y H B F 208 | inflect بالباء 209 | part 4 4 4 3 3 210 | pos 4 4 4 2 1 211 | value 1st person 2nd person 3rd person Beh FEH 212 | .... 213 | .... 214 | 215 | You can load a specific config file by passing parameter to load\_conf. 216 | If the file doesn't exist or failed to be open, the default config is 217 | loaded. 218 | 219 | .. code:: python 220 | 221 | configuer = tagconfig.tagConfig() 222 | configuer.load_config("tag.config") 223 | 224 | If you want to know if the input file is opened, fix 'debug' parameter 225 | to 'True' 226 | 227 | If you want to know if the input file is open, fix 'debug' parameter to 228 | 'True' 229 | 230 | .. code:: python 231 | 232 | configuer = tagconfig.tagConfig() 233 | configuer.load_config("tag.config", debug=True) 234 | 235 | Test call tagmaker 236 | ~~~~~~~~~~~~~~~~~~ 237 | 238 | .. code:: python 239 | 240 | import mysam.tagmaker as tagmaker 241 | 242 | taglists = [[u'اسم', u'هاء', u'مجرور',], 243 | u'تعريف::مرفوع:متحرك:ينون:::'.split(":"), 244 | ] 245 | for taglist in taglists: 246 | tag_maker = tagmaker.tagMaker() 247 | # encode 248 | tag_maker.encode(taglist) 249 | print(u"+".join(taglist).encode('utf8')) 250 | tagstr = str(tag_maker) 251 | print(tagstr) 252 | # decode a unifed tag string 253 | print(tag_maker.decode()) 254 | 255 | **** result **** 256 | 257 | اسم+هاء+مجرور 258 | N--;--I-;----;---- 259 | [(u'نوع الكلمة', u'اسم'), (u'جنس', u'لاشيء'), (u'عدد', u'لاشيء'), (u'إعراب', u'مجرور'), (u'علامة', u'لاشيء'), (u'عطف', u'لاشيء'), (u'جر', u'لاشيء'), (u'تعريف', u'نكرة'), (u'ضمير متصل', u'لاشيء'), (u'استقبال', u'لاشيء'), (u'بناء', u'لاشيء'), (u'زمن', u'لاشيء'), (u'شخص', u'لاشيء')] 260 | تعريف++مرفوع+متحرك+ينون+++ 261 | ---;--U-;--L-;---- 262 | [(u'نوع الكلمة', u'لاشيء'), (u'جنس', u'لاشيء'), (u'عدد', u'لاشيء'), (u'إعراب', u'مرفوع'), (u'علامة', u'لاشيء'), (u'عطف', u'لاشيء'), (u'جر', u'لاشيء'), (u'تعريف', u'معرفة'), (u'ضمير متصل', u'لاشيء'), (u'استقبال', u'لاشيء'), (u'بناء', u'لاشيء'), (u'زمن', u'لاشيء'), (u'شخص', u'لاشيء')] 263 | 264 | 265 | Exmaple for inflect 266 | ~~~~~~~~~~~~~~~~~~~ 267 | 268 | .. code:: python 269 | 270 | >>> tag_maker = tagmaker.tagMaker() 271 | >>> tagcode = 'N--;--I-;----;---' 272 | >>> print(tag_maker.inflect(tagcode).encode('utf8')) 273 | اسم مجرور وعلامة جرّه الياء لأنه جمع مذكر سالم وهو مضاف، والضمير المتصل مبني في محل جر مضاف إليه 274 | 275 | Exmaple for add tag 276 | ~~~~~~~~~~~~~~~~~~~ 277 | 278 | .. code:: python 279 | 280 | >>> tag_maker = tagmaker.tagMaker() 281 | >>> tagcode = 'N--;--I-;----;---' 282 | >>> tag_new = u"تعريف" 283 | >>> tag_maker.add(tag_new) 284 | >>> tag_new = u"اسم" 285 | >>> tag_maker.add(tag_new) 286 | >>> print(str(tag_maker).encode('utf8')) 287 | N--;----;--L-;---- 288 | 289 | Exmaple for has tag 290 | ~~~~~~~~~~~~~~~~~~~ 291 | 292 | .. code:: python 293 | 294 | >>> tag_maker = tagmaker.tagMaker() 295 | >>> tagcode = 'N--;--I-;----;---' 296 | >>> tag_search = u"مجرور" 297 | >>> print(tag_maker.has_tag(tag_search, tagcode)) 298 | True 299 | -------------------------------------------------------------------------------- /doc/images/mysam_demo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linuxscout/mysam-tagmanager/9fb18f7919391c8f3ac4e94c2add68b119195edc/doc/images/mysam_demo.png -------------------------------------------------------------------------------- /doc/images/mysam_sample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linuxscout/mysam-tagmanager/9fb18f7919391c8f3ac4e94c2add68b119195edc/doc/images/mysam_sample.png -------------------------------------------------------------------------------- /doc/tagset.md: -------------------------------------------------------------------------------- 1 | # Description 2 | ## Structure 3 | TAG_PARTS_SIZES=[[3, 4, 5, 5]] 4 | TAG_PARTS_SEP =';' 5 | Structure =[---;----;-----;-----] 6 | ## Parts 7 | Word Type نوع الكلمة 8 | Sub Class صنف فرعي 9 | transitive 10 | Conjugation 11 | Gender الجنس 12 | Number العدد 13 | Inlfection case الحالة الإعرابية 14 | Inflection marks 15 | Procletics and prefixes 16 | Conjuction 17 | preposition 18 | Definition 19 | Enclitics 20 | Special Verb 21 | Istiqbal 22 | Voice البناء 23 | tense الزمن 24 | person الشخص 25 | Parameters: must starts by #PARAM: 26 | ## Detailled 27 | ## Word Type نوع الكلمة: 28 | 29 | N: Noun 30 | V: Verb 31 | T: Tool 32 | P: Punctuation 33 | S: Symbol 34 | D: Numeric 35 | -: Undef 36 | Sub Class صنف فرعي: 37 | M: Masdar 38 | transitive: 39 | 0: intransitive 40 | 1: transitive 41 | 2: double transitive 42 | 4: commun 43 | تعدي: undef 44 | ## Conjugation: 45 | 46 | Gender الجنس: 47 | M: masculine 48 | F: Feminine 49 | -: none 50 | Number العدد: 51 | 1: single 52 | 2: dual 53 | 3: plural 54 | 4: plural 55 | -: none 56 | Inlfection case الحالة الإعرابية: 57 | U: marfou3 58 | 0: manjzoum 59 | I: majrour 60 | A: mansoub 61 | B: mabni 62 | -: undef 63 | Inflection marks: 64 | u: damma 65 | a: fatha 66 | i: kasra 67 | 0: sukun 68 | A: alef 69 | W: waw 70 | Y: yeh 71 | N: noon 72 | -: undef 73 | ## Procletics and prefixes: 74 | 75 | Conjuction: 76 | W: WAW 77 | F: FEH 78 | -: undef 79 | preposition: 80 | B: Beh 81 | K: Kaf 82 | L: Lam 83 | -: undef 84 | Definition: 85 | L: definited 86 | -: indefinite 87 | Enclitics: 88 | H: Heh 89 | -: undef 90 | ## Special Verb: 91 | 92 | Istiqbal: 93 | s: istqbal 94 | -: undef 95 | Voice البناء: 96 | a: acive voice 97 | p: acive voice 98 | -: undef 99 | tense الزمن: 100 | p: past 101 | f: present 102 | i: imperative 103 | -: undef 104 | person الشخص: 105 | I: 1st person 106 | Y: 2nd person 107 | H: 3rd person 108 | -: undef 109 | ##Parameters: must starts by #PARAM:: 110 | 111 | # Table of configuration 112 | ## Columns description 113 | * #Part 114 | * Pos 115 | * Attribute 116 | * خاصية 117 | * code 118 | * Value 119 | * قيمة 120 | * inflection 121 | * 122 | 123 | 124 | ## Word Type نوع الكلمة 125 | 126 | 127 | #Part|Pos|Attribute|خاصية|code|Value|قيمة|inflection| 128 | -----|---|---------|-----|----|-----|----|----------| 129 | 1|1|word_type|نوع الكلمة|N|Noun|اسم|اسم| 130 | 1|1|word_type|نوع الكلمة|V|Verb|فعل|فعل| 131 | 1|1|word_type|نوع الكلمة|T|Tool|أداة|حرف| 132 | 1|1|word_type|نوع الكلمة|P|Punctuation|ترقيم|علامة ترقيم| 133 | 1|1|word_type|نوع الكلمة|S|Symbol|رمز|رمز| 134 | 1|1|word_type|نوع الكلمة|D|Numeric|عدد|عدد| 135 | 1|1|word_type|نوع الكلمة|-|Undef|لاشيء|| 136 | 1|2|subclass|صنف|M|Masdar|مصدر|| 137 | 1|3|transitive|تعدي|0|intransitive|لازم|| 138 | 1|3|transitive|تعدي|1|transitive|متعدي|| 139 | 1|3|transitive|تعدي|2|double transitive|متعدي لمفعولين|| 140 | 1|3|transitive|تعدي|4|commun|مشترك|| 141 | 1|3|transitive|-|تعدي|undef|لاشيء|| 142 | 143 | 144 | ## Conjugation 145 | 146 | 147 | #Part|Pos|Attribute|خاصية|code|Value|قيمة|inflection| 148 | -----|---|---------|-----|----|-----|----|----------| 149 | 2|1|gender|جنس|M|masculine|مذكر|مذكر 150 | 2|1|gender|جنس|F|Feminine|مؤنث|مؤنث| 151 | 2|1|gender|جنس|-|none|لاشيء|| 152 | 2|2|number|عدد|1|single|مفرد|مفرد| 153 | 2|2|number|عدد|2|dual|مثنى|مثنى| 154 | 2|2|number|عدد|3|plural|جمع|جمع| 155 | 2|2|number|عدد|4|plural|جمع تكسير|جمع تكسير| 156 | 2|2|number|عدد|-|none|لاشيء|| 157 | 2|3|case|إعراب|U|marfou3|مرفوع|مرفوع| 158 | 2|3|case|إعراب|0|manjzoum| مجزوم|مجزوم| 159 | 2|3|case|إعراب|I|majrour|مجرور|مجرور| 160 | 2|3|case|إعراب|A|mansoub|منصوب|منصوب| 161 | 2|3|case|إعراب|B|mabni|مبني|مبني| 162 | 2|3|case|إعراب|-|undef|لاشيء|| 163 | 2|4|mark|علامة|u|damma|الضمة|الضمة| 164 | 2|4|mark|علامة|a|fatha|الفتحة|الفتحة| 165 | 2|4|mark|علامة|i|kasra|الكسرة|الكسرة| 166 | 2|4|mark|علامة|0|sukun|السكون|السكون| 167 | 2|4|mark|علامة|A|alef|الألف|الألف| 168 | 2|4|mark|علامة|W|waw|الواو|الواو| 169 | 2|4|mark|علامة|Y|yeh|الياء|الياء| 170 | 2|4|mark|علامة|N|noon|ثبوت النون|ثبوت النون| 171 | 2|4|mark|علامة|-|undef|لاشيء|| 172 | 173 | 174 | ## Procletics and prefixes 175 | 176 | 177 | #Part|Pos|Attribute|خاصية|code|Value|قيمة|inflection| 178 | -----|---|---------|-----|----|-----|----|----------| 179 | 3|1|conjonction|عطف|W|WAW|الواو|| 180 | 3|1|conjonction|عطف|F|FEH|الفاء|| 181 | 3|1|conjonction|عطف|-|undef|لاشيء|| 182 | 3|2|preposition|جر|B|Beh|باء|بالباء| 183 | 3|2|preposition|جر|K|Kaf|كاف|بالكاف| 184 | 3|2|preposition|جر|L|Lam|لام|باللام| 185 | 3|2|preposition|جر|-|undef|لاشيء|| 186 | 3|3|definite|تعريف|L|definited|معرفة|| 187 | 3|3|definite|تعريف|-|indefinite|نكرة|| 188 | 3|4|encletic|ضمير متصل|H|Heh|ضمير متصل|والضمير المتصل مبني| 189 | 3|4|encletic|ضمير متصل|-|undef|لاشيء|| 190 | 191 | 192 | ## Special Verb 193 | 194 | 195 | #Part|Pos|Attribute|خاصية|code|Value|قيمة|inflection| 196 | -----|---|---------|-----|----|-----|----|----------| 197 | 4|1|istqbal|استقبال|s|istqbal|استقبال|استقبال| 198 | 4|1|istqbal|استقبال|-|undef|لاشيء|| 199 | 4|2|voice|بناء|a|acive voice|معلوم|مبني للمعلوم| 200 | 4|2|voice|بناء|p|acive voice|مجهول|مبني للمجهول| 201 | 4|2|voice|بناء|-|undef|لاشيء|| 202 | 4|3|tense|زمن|p|past|ماض|ماضي| 203 | 4|3|tense|زمن|f|present|مضارع|مضارع| 204 | 4|3|tense|زمن|i|imperative|أمر|أمر| 205 | 4|3|tense|زمن|-|undef|لاشيء|| 206 | 4|4|person|شخص|I|1st person|متكلم|| 207 | 4|4|person|شخص|Y|2nd person|مخاطب|| 208 | 4|4|person|شخص|H|3rd person|غائب|| 209 | 4|4|person|شخص|-|undef|لاشيء|| 210 | 211 | 212 | ##Parameters: must starts by #PARAM: 213 | 214 | 215 | # TAGS MAP 216 | Feature|maps 217 | -------|---- 218 | الأمر المؤكد|أمر, مؤكذ 219 | الأمر|أمر 220 | المضارع المعلوم|مضارع, معلوم, مرفوع 221 | نحن|متكلم, جمع 222 | المضارع المجهول|مضارع, مجهول, مرفوع 223 | مضاف|ضمير متصل 224 | المضارع المنصوب|مضارع, معلوم, منصوب 225 | أنت|مخاطب, مذكر, مفرد 226 | أنا|متكلم, مفرد 227 | المضارع المؤكد الثقيل|مضارع, معلوم, مؤكد 228 | أنتما|مخاطب, مذكر, مثنى 229 | أنتما مؤ|مخاطب, مؤنث, مثنى 230 | Verb|فعل 231 | تعريف|معرفة 232 | المضارع المجزوم|مضارع, معلوم, مجزوم 233 | Noun|اسم 234 | الماضي المجهول|ماضي, مجهول 235 | هن|غائب, مؤنث, جمع 236 | هم|غائب, مذكر, جمع 237 | هما|غائب, مذكر, مثنى 238 | المضارع المجهول المنصوب|مضارع, مجهول, منصوب 239 | مفعول به|ضمير متصل 240 | هما مؤ|غائب, مؤنث, مثنى 241 | هي|غائب, مؤنث, مفرد 242 | المضارع المؤكد الثقيل المجهول |مضارع, مجهول, مؤكد 243 | هو|غائب, مذكر, مفرد 244 | أنتِ|مخاطب, مؤنث, مفرد 245 | الماضي المعلوم|ماضي, معلوم 246 | n|لازم 247 | المضارع المجهول المجزوم|مضارع, مجهول, مجزوم 248 | أنتم|مخاطب, مذكر, جمع 249 | أنتن|مخاطب, مؤنث, جمع 250 | y|متعدي 251 | -------------------------------------------------------------------------------- /epydoc.conf: -------------------------------------------------------------------------------- 1 | [epydoc] # Epydoc section marker (required by ConfigParser) 2 | 3 | # Information about the project. 4 | name: Mysam: Arabic tags manager 5 | url: https://pypi.python.org/pypi/mysam-tagmanager/ 6 | 7 | # The list of modules to document. Modules can be named using 8 | # dotted names, module filenames, or package directory names. 9 | # This option may be repeated. 10 | modules: mysam/tagconfig.py, mysam/tagmaker.py 11 | 12 | # Write html output to the directory "apidocs" 13 | output: html 14 | target: doc/html/ 15 | 16 | # Include all automatically generated graphs. These graphs are 17 | # generated using Graphviz dot. 18 | graph: all 19 | dotpath: /usr/bin/dot 20 | -------------------------------------------------------------------------------- /mysam/__init__.py: -------------------------------------------------------------------------------- 1 |  -------------------------------------------------------------------------------- /mysam/config/tag.config: -------------------------------------------------------------------------------- 1 | #Part;Pos;Attribute;خاصية;code;Value;قيمة;inflection; 2 | # Word Type نوع الكلمة 3 | 1;1;word_type;نوع الكلمة;N;Noun;اسم;اسم; 4 | 1;1;word_type;نوع الكلمة;V;Verb;فعل;فعل; 5 | 1;1;word_type;نوع الكلمة;T;Tool;أداة;حرف; 6 | 1;1;word_type;نوع الكلمة;P;Punctuation;ترقيم;علامة ترقيم; 7 | 1;1;word_type;نوع الكلمة;S;Symbol;رمز;رمز; 8 | 1;1;word_type;نوع الكلمة;D;Numeric;عدد;عدد; 9 | 1;1;word_type;نوع الكلمة;-;Undef;لاشيء;; 10 | 11 | ## Sub Class صنف فرعي 12 | 1;2;subclass;صنف;M;Masdar;مصدر;; 13 | 1;2;subclass;صنف;A;Adjective;صفة;; 14 | 1;2;subclass;صنف;A;Adjective similair;صفة مشبهة;; 15 | 1;2;subclass;صنف;A;Adjective superlative;صيغة مبالغة;; 16 | 1;2;subclass;صنف;A;maf3oul;اسم مفعول;; 17 | 1;2;subclass;صنف;A;fa3il;اسم فاعل;; 18 | 1;2;subclass;صنف;P;Proper Noun;اسم علم;; 19 | 1;2;subclass;صنف;S;Superlative;اسم تفضيل;; 20 | 1;2;subclass;صنف;J;jamid;جامد;; 21 | 1;2;subclass;صنف;N;invariable;فعل جامد;; 22 | 1;2;subclass;صنف;H;heart;أفعال القلوب;; 23 | 1;2;subclass;صنف;R;probability;أفعال الظن;; 24 | 1;2;subclass;صنف;T;Tranfert;أفعال التحويل;; 25 | 1;2;subclass;صنف;I;initiative;أفعال الشروع;; 26 | 1;2;subclass;صنف;W;Weak;معتل;معتل; 27 | 1;2;subclass;صنف;3;tri;ثلاثي;-; 28 | 1;2;subclass;صنف;4;quadri;رباعي;-; 29 | 1;2;subclass;صنف;5;quinti;خماسي;-; 30 | 1;2;subclass;صنف;6;hex;سداسي;-; 31 | 32 | ## noun options 33 | 1;3;option;خاصية;R;Related;منسوب;; 34 | 1;3;option;خاصية;-;none;لاشيء;; 35 | 36 | ## transitive 37 | 1;3;transitive;تعدي;0;intransitive;لازم;; 38 | 1;3;transitive;تعدي;1;transitive;متعدي;; 39 | 1;3;transitive;تعدي;2;double transitive;متعدي لمفعولين;; 40 | 1;3;transitive;تعدي;4;commun;مشترك;; 41 | 1;3;transitive;-;تعدي;undef;لاشيء;; 42 | 43 | # Conjugation 44 | ## Gender الجنس 45 | 2;1;gender;جنس;M;masculine;مذكر;مذكر 46 | 2;1;gender;جنس;F;Feminine;مؤنث;مؤنث; 47 | 2;1;gender;جنس;-;none;لاشيء;; 48 | ## Number العدد 49 | 2;2;number;عدد;1;single;مفرد;مفرد; 50 | 2;2;number;عدد;2;dual;مثنى;مثنى; 51 | 2;2;number;عدد;3;plural;جمع;جمع; 52 | 2;2;number;عدد;4;plural;جمع تكسير;جمع تكسير; 53 | 2;2;number;عدد;-;none;لاشيء;; 54 | 55 | ## person الشخص 56 | 2;3;person;شخص;I;1st person;متكلم;; 57 | 2;3;person;شخص;Y;2nd person;مخاطب;; 58 | 2;3;person;شخص;H;3rd person;غائب;; 59 | 2;3;person;شخص;-;undef;لاشيء;; 60 | 61 | ## Inflection marks 62 | 2;4;mark;علامة;u;damma;الضمة;الضمة; 63 | 2;4;mark;علامة;a;fatha;الفتحة;الفتحة; 64 | 2;4;mark;علامة;i;kasra;الكسرة;الكسرة; 65 | 2;4;mark;علامة;0;sukun;السكون;السكون; 66 | 2;4;mark;علامة;U;dammatan;تنوين الضمة;; 67 | 2;4;mark;علامة;e;fathatan;تنوين الفتحة;; 68 | 2;4;mark;علامة;E;alef_fathatan;تنوين الألف;; 69 | 2;4;mark;علامة;I;kasratan;تنوين الكسرة;; 70 | 2;4;mark;علامة;A;alef;الألف;الألف; 71 | 2;4;mark;علامة;W;waw;الواو;الواو; 72 | 2;4;mark;علامة;Y;yeh;الياء;الياء; 73 | 2;4;mark;علامة;N;noon;ثبوت النون;ثبوت النون; 74 | 2;4;mark;علامة;-;undef;لاشيء;; 75 | ## tense الزمن 76 | 2;5;tense;زمن;p;past;ماضي;ماضٍ; 77 | 2;5;tense;زمن;f;present;مضارع;مضارع; 78 | 2;5;tense;زمن;i;imperative;أمر;أمر; 79 | 2;5;tense;زمن;-;undef;لاشيء;; 80 | 81 | ## Voice البناء 82 | 2;6;voice;بناء;a;acive voice;معلوم;; 83 | 2;6;voice;بناء;p;acive voice;مجهول;مبني للمجهول; 84 | 2;6;voice;بناء;-;undef;لاشيء;; 85 | 86 | 87 | 88 | ## Inlfection case الحالة الإعرابية 89 | 2;7;case;إعراب;U;marfou3;مرفوع;مرفوع; 90 | 2;7;case;إعراب;0;manjzoum;مجزوم;مجزوم; 91 | 2;7;case;إعراب;I;majrour;مجرور;مجرور; 92 | 2;7;case;إعراب;A;mansoub;منصوب;منصوب; 93 | 2;7;case;إعراب;B;mabni;مبني;مبني; 94 | 2;7;case;إعراب;-;undef;لاشيء;; 95 | 2;7;case;إعراب;M;confirmed;مؤكد;مؤكد; 96 | 97 | # Procletics and prefixes 98 | ## Conjuction 99 | 3;1;conjonction;عطف;W;WAW;معطوف بالواو;الواو حرف عطف; 100 | 3;1;conjonction;عطف;F;FEH;معطوف بالفاء;الفاء حرف عطف; 101 | 3;1;conjonction;عطف;-;undef;لاشيء;; 102 | ## preposition 103 | 3;2;preposition;جر;B;Beh;مجرور بالباء;باء; 104 | 3;2;preposition;جر;K;Kaf;مجرور بالكاف;كاف; 105 | 3;2;preposition;جر;L;Lam;مجرور باللام;لام; 106 | 3;2;preposition;جر;-;undef;لاشيء;; 107 | 108 | # Special Verb 109 | ## Istiqbal 110 | 3;2;istqbal;استقبال;s;istqbal;استقبال;استقبال; 111 | 3;2;istqbal;استقبال;-;undef;لاشيء;; 112 | 113 | ## Definition for nouns 114 | 3;3;definite;تعريف;L;definited;معرفة;; 115 | 3;3;definite;تعريف;-;indefinite;نكرة;; 116 | 117 | ## Enclitics for verbs and nouns 118 | 3;3;encletic;ضمير متصل;H;Heh;ضمير متصل;والضمير المتصل مبني; 119 | 3;3;encletic;ضمير متصل;-;undef;لاشيء;; 120 | 121 | 122 | #Parameters: must starts by #PARAM: 123 | $PARAM:TAG_PARTS_SIZES=3;7;3 124 | 125 | $MAP:المضارع المعلوم=مضارع;معلوم;مرفوع 126 | $MAP:المضارع المجزوم=مضارع;معلوم;مجزوم 127 | $MAP:Noun=اسم 128 | $MAP:y=متعدي 129 | $MAP:الأمر المؤكد=أمر;مؤكد 130 | $MAP:مضاف=ضمير متصل 131 | $MAP:الأمر=أمر 132 | $MAP:هن=غائب;مؤنث;جمع 133 | $MAP:هم=غائب;مذكر;جمع 134 | $MAP:هما=غائب;مذكر;مثنى 135 | $MAP:المضارع المجهول المنصوب=مضارع;مجهول;منصوب 136 | $MAP:المضارع المجهول المجزوم=مضارع;مجهول;مجزوم 137 | $MAP:مفعول به=ضمير متصل 138 | $MAP:n=لازم 139 | $MAP:هما مؤ=غائب;مؤنث;مثنى 140 | $MAP:هي=غائب;مؤنث;مفرد 141 | $MAP:المضارع المؤكد الثقيل المجهول =مضارع;مجهول;مؤكد 142 | $MAP:هو=غائب;مذكر;مفرد 143 | $MAP:أنتِ=مخاطب;مؤنث;مفرد 144 | $MAP:المضارع المنصوب=مضارع;معلوم;منصوب 145 | $MAP:أنت=مخاطب;مذكر;مفرد 146 | $MAP:الماضي المجهول=ماضي;مجهول 147 | $MAP:أنا=متكلم;مذكر;مفرد 148 | $MAP:الماضي المعلوم=ماضي;معلوم 149 | $MAP:المضارع المؤكد الثقيل=مضارع;معلوم;مؤكد 150 | $MAP:أنتما مؤ=مخاطب;مؤنث;مثنى 151 | $MAP:المضارع المجهول=مضارع;مجهول;مرفوع 152 | $MAP:أنتما=مخاطب;مذكر;مثنى 153 | $MAP:Verb=فعل 154 | $MAP:أنتم=مخاطب;مذكر;جمع 155 | $MAP:تعريف=معرفة 156 | $MAP:أنتن=مخاطب;مؤنث;جمع 157 | $MAP:نحن=متكلم;مذكر;جمع 158 | 159 | -------------------------------------------------------------------------------- /mysam/tag_const.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # tag_const.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import os 25 | CONFIG_FILE = os.path.join( os.path.dirname(__file__), "config/tag.config") 26 | # stucture 27 | TAGS_CONFIG=u"""#Part;Pos;Attribute;خاصية;code;Value;قيمة;inflection; 28 | # Word Type نوع الكلمة 29 | 1;1;word_type;نوع الكلمة;n;Noun;اسم;اسم; 30 | 1;1;word_type;نوع الكلمة;V;Verb;فعل;فعل; 31 | 1;1;word_type;نوع الكلمة;T;Tool;أداة;حرف; 32 | 1;1;word_type;نوع الكلمة;P;Punctuation;ترقيم;علامة ترقيم; 33 | 1;1;word_type;نوع الكلمة;S;Symbol;رمز;رمز; 34 | 1;1;word_type;نوع الكلمة;D;Numeric;عدد;عدد; 35 | 1;1;word_type;نوع الكلمة;-;Undef;لاشيء;; 36 | ## Sub Class صنف فرعي 37 | 1;2;subclass;صنف;M;Masdar;مصدر;; 38 | ## transitive 39 | 1;3;transitive;تعدي;0;intransitive;لازم;; 40 | 1;3;transitive;تعدي;1;transitive;متعدي;; 41 | 1;3;transitive;تعدي;2;double transitive;متعدي لمفعولين;; 42 | 1;3;transitive;تعدي;4;commun;مشترك;; 43 | 1;3;transitive;-;تعدي;undef;لاشيء;; 44 | 45 | # Conjugation 46 | ## Gender الجنس 47 | 2;1;gender;جنس;M;masculine;مذكر;مذكر 48 | 2;1;gender;جنس;F;Feminine;مؤنث;مؤنث; 49 | 2;1;gender;جنس;-;none;لاشيء;; 50 | ## Number العدد 51 | 2;2;number;عدد;1;single;مفرد;مفرد; 52 | 2;2;number;عدد;2;dual;مثنى;مثنى; 53 | 2;2;number;عدد;3;plural;جمع;جمع; 54 | 2;2;number;عدد;4;plural;جمع تكسير;جمع تكسير; 55 | 2;2;number;عدد;-;none;لاشيء;; 56 | ## Inlfection case الحالة الإعرابية 57 | 2;3;case;إعراب;U;marfou3;مرفوع;مرفوع; 58 | 2;3;case;إعراب;0;manjzoum; مجزوم;مجزوم; 59 | 2;3;case;إعراب;I;majrour;مجرور;مجرور; 60 | 2;3;case;إعراب;A;mansoub;منصوب;منصوب; 61 | 2;3;case;إعراب;B;mabni;مبني;مبني; 62 | 2;3;case;إعراب;-;undef;لاشيء;; 63 | ## Inflection marks 64 | 2;4;mark;علامة;u;damma;الضمة;الضمة; 65 | 2;4;mark;علامة;a;fatha;الفتحة;الفتحة; 66 | 2;4;mark;علامة;i;kasra;الكسرة;الكسرة; 67 | 2;4;mark;علامة;0;sukun;السكون;السكون; 68 | 2;4;mark;علامة;A;alef;الألف;الألف; 69 | 2;4;mark;علامة;W;waw;الواو;الواو; 70 | 2;4;mark;علامة;Y;yeh;الياء;الياء; 71 | 2;4;mark;علامة;N;noon;ثبوت النون;ثبوت النون; 72 | 2;4;mark;علامة;-;undef;لاشيء;; 73 | 74 | 75 | # Procletics and prefixes 76 | ## Conjuction 77 | 3;1;conjonction;عطف;W;WAW;الواو;; 78 | 3;1;conjonction;عطف;F;FEH;الفاء;; 79 | 3;1;conjonction;عطف;-;undef;لاشيء;; 80 | ## preposition 81 | 3;2;preposition;جر;B;Beh;باء;بالباء; 82 | 3;2;preposition;جر;K;Kaf;كاف;بالكاف; 83 | 3;2;preposition;جر;L;Lam;لام;باللام; 84 | 3;2;preposition;جر;-;undef;لاشيء;; 85 | ## Definition 86 | 3;3;definite;تعريف;L;definited;معرفة;; 87 | 3;3;definite;تعريف;-;indefinite;نكرة;; 88 | 89 | 90 | ## Enclitics 91 | 3;4;encletic;ضمير متصل;H;Heh;ضمير متصل;والضمير المتصل مبني; 92 | 3;4;encletic;ضمير متصل;-;undef;لاشيء;; 93 | 94 | # Special Verb 95 | ## Istiqbal 96 | 4;1;istqbal;استقبال;s;istqbal;استقبال;استقبال; 97 | 4;1;istqbal;استقبال;-;undef;لاشيء;; 98 | ## Voice البناء 99 | 4;2;voice;بناء;a;acive voice;معلوم;مبني للمعلوم; 100 | 4;2;voice;بناء;p;acive voice;مجهول;مبني للمجهول; 101 | 4;2;voice;بناء;-;undef;لاشيء;; 102 | ## tense الزمن 103 | 4;3;tense;زمن;p;past;ماضي;ماضي; 104 | 4;3;tense;زمن;f;present;مضارع;مضارع; 105 | 4;3;tense;زمن;i;imperative;أمر;أمر; 106 | 4;3;tense;زمن;-;undef;لاشيء;; 107 | ## person الشخص 108 | 4;4;person;شخص;I;1st person;متكلم;; 109 | 4;4;person;شخص;Y;2nd person;مخاطب;; 110 | 4;4;person;شخص;H;3rd person;غائب;; 111 | 4;4;person;شخص;-;undef;لاشيء;; 112 | 113 | 114 | #Parameters: must starts by #PARAM: 115 | $PARAM:TAG_PARTS_SIZES=3;4;5;5 116 | 117 | $MAP:المضارع المعلوم=مضارع;معلوم;مرفوع 118 | $MAP:المضارع المجزوم=مضارع;معلوم;مجزوم 119 | $MAP:Noun=اسم 120 | $MAP:y=متعدي 121 | $MAP:الأمر المؤكد=أمر;مؤكذ 122 | $MAP:مضاف=ضمير متصل 123 | $MAP:الأمر=أمر 124 | $MAP:هن=غائب;مؤنث;جمع 125 | $MAP:هم=غائب;مذكر;جمع 126 | $MAP:هما=غائب;مذكر;مثنى 127 | $MAP:المضارع المجهول المنصوب=مضارع;مجهول;منصوب 128 | $MAP:المضارع المجهول المجزوم=مضارع;مجهول;مجزوم 129 | $MAP:مفعول به=ضمير متصل 130 | $MAP:n=لازم 131 | $MAP:هما مؤ=غائب;مؤنث;مثنى 132 | $MAP:هي=غائب;مؤنث;مفرد 133 | $MAP:المضارع المؤكد الثقيل المجهول =مضارع;مجهول;مؤكد 134 | $MAP:هو=غائب;مذكر;مفرد 135 | $MAP:أنتِ=مخاطب;مؤنث;مفرد 136 | $MAP:المضارع المنصوب=مضارع;معلوم;منصوب 137 | $MAP:أنت=مخاطب;مذكر;مفرد 138 | $MAP:الماضي المجهول=ماضي;مجهول 139 | $MAP:أنا=متكلم;مذكر;مفرد 140 | $MAP:الماضي المعلوم=ماضي;معلوم 141 | $MAP:المضارع المؤكد الثقيل=مضارع;معلوم;مؤكد 142 | $MAP:أنتما مؤ=مخاطب;مؤنث;مثنى 143 | $MAP:المضارع المجهول=مضارع;مجهول;مرفوع 144 | $MAP:أنتما=مخاطب;مذكر;مثنى 145 | $MAP:Verb=فعل 146 | $MAP:أنتم=مخاطب;مذكر;جمع 147 | $MAP:تعريف=معرفة 148 | $MAP:أنتن=مخاطب;مؤنث;جمع 149 | $MAP:نحن=متكلم;مذكر;جمع 150 | 151 | 152 | """ 153 | 154 | TAG_PARTS_SEP = ';' 155 | TAG_PARTS_SIZES = [3,4,4,4] 156 | TAGSDICT ={} 157 | INVERSE_TAGSDICT = {} 158 | ATTR_TAGSDICT = {} 159 | # Map for different tags 160 | # const for Tense Name 161 | TensePast = u"الماضي المعلوم" 162 | TenseFuture = u"المضارع المعلوم" 163 | TenseImperative = u"الأمر" 164 | TenseConfirmedImperative = u"الأمر المؤكد" 165 | TenseJussiveFuture = u"المضارع المجزوم" 166 | TenseSubjunctiveFuture = u"المضارع المنصوب" 167 | TenseConfirmedFuture = u"المضارع المؤكد الثقيل" 168 | 169 | 170 | TensePassivePast = u"الماضي المجهول" 171 | TensePassiveFuture = u"المضارع المجهول" 172 | TensePassiveJussiveFuture = u"المضارع المجهول المجزوم" 173 | TensePassiveSubjunctiveFuture = u"المضارع المجهول المنصوب" 174 | TensePassiveConfirmedFuture = u"المضارع المؤكد الثقيل المجهول " 175 | TAGSMAP = { 176 | #pronouns FEATURES 177 | u"أنا" : [u'متكلم', u'مفرد'] 178 | , u"أنت" : [u'مخاطب', u'مذكر', u'مفرد'] 179 | , u"أنتِ" : [u'مخاطب', u'مؤنث', u'مفرد'] 180 | , u"هو" : [u'غائب', u'مذكر', u'مفرد'] 181 | , u"هي" : [u'غائب', u'مؤنث', u'مفرد'] 182 | , u"أنتما" : [u'مخاطب', u'مذكر', u'مثنى'] 183 | , u"أنتما مؤ" : [u'مخاطب', u'مؤنث', u'مثنى'] 184 | , u"هما" : [u'غائب', u'مذكر', u'مثنى'] 185 | , u"هما مؤ" : [u'غائب', u'مؤنث', u'مثنى'] 186 | , u"نحن" : [u'متكلم', u'جمع'] 187 | , u"أنتم" : [u'مخاطب', u'مذكر', u'جمع'] 188 | , u"أنتن" : [u'مخاطب', u'مؤنث', u'جمع'] 189 | , u"هم" : [u'غائب', u'مذكر', u'جمع'] 190 | , u"هن" : [u'غائب', u'مؤنث', u'جمع'], 191 | #TENSE_FEATURES = [ 192 | TensePast : [ u'ماضي', u'معلوم', u"مبني"], 193 | TenseFuture : [ u'مضارع', u'معلوم', u'مرفوع', ], 194 | TenseImperative : [ u'أمر', ], 195 | TenseConfirmedImperative : [ u'أمر', u'مؤكذ', ], 196 | TenseJussiveFuture : [ u'مضارع', u'معلوم', u'مجزوم', ], 197 | TenseSubjunctiveFuture : [ u'مضارع', u'معلوم', u'منصوب', ], 198 | TenseConfirmedFuture : [ u'مضارع', u'معلوم', u'مؤكد', ], 199 | 200 | 201 | TensePassivePast : [ u'ماضي', u'مجهول', u"مبني"], 202 | TensePassiveFuture : [ u'مضارع', u'مجهول', u'مرفوع', ], 203 | TensePassiveJussiveFuture : [ u'مضارع', u'مجهول', u'مجزوم', ], 204 | TensePassiveSubjunctiveFuture : [ u'مضارع', u'مجهول', u'منصوب', ], 205 | TensePassiveConfirmedFuture : [ u'مضارع', u'مجهول', u'مؤكد', ], 206 | 207 | "Verb": [u'فعل'], 208 | "Noun": [u'اسم'], 209 | u"مفعول به": [u'ضمير متصل'], 210 | u"تعريف": [u'معرفة'], 211 | u"n": [u'لازم'], 212 | u"y": [u'متعدي'], 213 | u"مضاف": [u'ضمير متصل'], 214 | 215 | } 216 | -------------------------------------------------------------------------------- /mysam/tagcoder.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # tag_const.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import os 26 | 27 | try: 28 | import tag_const 29 | import tagconfig 30 | import tagmaker 31 | except: 32 | from . import tag_const 33 | from . import tagconfig 34 | from . import tagmaker 35 | 36 | 37 | class tagCoder(tagmaker.tagMaker): 38 | """ 39 | Manage code, decode a tag 40 | """ 41 | 42 | def __init__(self, configfile = None): 43 | """Init tha class""" 44 | tagmaker.tagMaker.__init__(self, configfile) 45 | self.reset() 46 | 47 | def encode(self, taglist = []): 48 | """Encode a tag list into string tag. 49 | 50 | Example: 51 | >>> import mysam.tagcoder 52 | >>> tag_coder = mysam.tagcoder.tagCoder() 53 | >>> taglist = [u'اسم', u'ضمير متصل', u'مجرور'] 54 | >>> tagstr = tag_coder.encode(taglist) 55 | >>> print(tagstr) 56 | N--;------I;--H 57 | 58 | @param taglist: an given tag list to be coded 59 | @type taglist: string list 60 | @return: a string 61 | @rtype: string 62 | """ 63 | 64 | if not taglist: 65 | return u"" 66 | self.reset() 67 | for tag in taglist: 68 | self.add(tag) 69 | 70 | return self.__str__() 71 | 72 | def decode(self, tagstring): 73 | """Decode a string tag to get all tags 74 | Example: 75 | >>> import mysam.tagcoder 76 | >>> tag_coder = mysam.tagcoder.tagCoder() 77 | >>> tagcode = 'N--;--I-;----;--H' 78 | >>> print(tag_coder.decode(tagcode))) 79 | [('نوع الكلمة', 'اسم'), ('خاصية', 'لاشيء'), ('جنس', 'لاشيء'), ('عدد', 'لاشيء'), ('شخص', 'متكلم'), ('علامة', 'لاشيء'), ('عطف', 'لاشيء'), ('استقبال', 'لاشيء'), ('ضمير متصل', 'لاشيء')] 80 | 81 | @param tagstring: a string tag to be decoded, if not given, return null 82 | @type tagstring: string 83 | @return: tag list 84 | @rtype: stringlist 85 | """ 86 | if not tagstring: 87 | return "" 88 | else: 89 | return self._decode(tagstring) 90 | return tags 91 | 92 | def add_tag(self, tag, tagstring): 93 | """ Add new tag to th tagstring code 94 | Example: 95 | >>> import mysam.tagcoder 96 | >>> tag_coder = mysam.tagcoder.tagCoder() 97 | >>> tagcode = 'V-0;M1H-faU;W--' 98 | >>> tag = "ضمير متصل" 99 | >>> print(tag_coder.add_tag(tag, tagcode)) 100 | V-0;M1H-faU;W-H 101 | 102 | 103 | @param tagstring: a string tag to be decoded, if not given, return null 104 | @type tagstring: string 105 | @return: tag list 106 | @rtype: stringlist 107 | """ 108 | if not tagstring: 109 | return "" 110 | else: 111 | # decode the string 112 | decoded_taglist = self._decode(tagstring) 113 | # extract values 114 | tag_values = [v for (k,v) in decoded_taglist] 115 | # add tag to tag_values 116 | if tag in tag_values: 117 | return tagstring 118 | else: 119 | tag_values.append(tag) 120 | # encode 121 | return self.encode(tag_values) 122 | 123 | def remove_tag(self, tag, tagstring): 124 | """ remove a tag from tagstring code 125 | Example: 126 | >>> import mysam.tagcoder 127 | >>> tag_coder = mysam.tagcoder.tagCoder() 128 | >>> tagcode = 'V-0;M1H-faU;W-H' 129 | >>> tag = "ضمير متصل" 130 | >>> print(tag_coder.remove_tag(tag, tagcode)) 131 | V-0;M1H-faU;W-- 132 | 133 | 134 | @param tagstring: a string tag to be decoded, if not given, return null 135 | @type tagstring: string 136 | @return: tag list 137 | @rtype: stringlist 138 | """ 139 | if not tagstring: 140 | return "" 141 | else: 142 | # decode the string 143 | decoded_taglist = self._decode(tagstring) 144 | # extract values 145 | tag_values = [v for (k,v) in decoded_taglist] 146 | # add tag to tag_values 147 | if not tag in tag_values: 148 | return tagstring 149 | else: 150 | tag_values.remove(tag) 151 | # encode 152 | return self.encode(tag_values) 153 | 154 | 155 | 156 | if __name__ == "__main__": 157 | pass 158 | 159 | 160 | 161 | -------------------------------------------------------------------------------- /mysam/tagconfig.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # tag_const.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | try: 25 | from . import tag_const 26 | except: 27 | import tag_const 28 | 29 | import re 30 | import codecs 31 | class tagConfig: 32 | """ Load config from given configuration """ 33 | tagsdict ={} 34 | inverse_tagsdict = {} 35 | attr_tagsdict = {} 36 | 37 | def __init__(self,): 38 | # read config fist 39 | pass; 40 | #~ self.load_config() 41 | self.tagsdict ={} 42 | self.inverse_tagsdict ={} 43 | self.attr_tagsdict= {} 44 | self.tagsmap ={} 45 | #parameters 46 | self.tag_parts_sizes =[] 47 | 48 | self.lines =[] 49 | @staticmethod 50 | def str2int(nb): 51 | """ Safe str 2 int conversion """ 52 | try: 53 | return int(nb) 54 | except ValueError: 55 | return 0 56 | def load_config(self, config_file = False, debug=False): 57 | """ Load config rules from a file, or use default config file 58 | You can find a tag.config like in doc directory 59 | @param config_file: file to load 60 | @type config_file: string 61 | @param debug: it exist when file is not found 62 | @type debug: boolean 63 | """ 64 | # if given file, try to use it, else load 65 | if config_file: 66 | try: 67 | with codecs.open(config_file, 'r', encoding='utf-8') as infile: 68 | self.lines = infile.readlines() 69 | #~ print("load configfile with success") 70 | 71 | except: 72 | if debug: 73 | import sys 74 | print("can't Open file", config_file) 75 | sys.exit() 76 | self.lines = tag_const.TAGS_CONFIG.split("\n") 77 | else: 78 | self.lines = tag_const.TAGS_CONFIG.split("\n") 79 | 80 | for line in self.lines: 81 | line = line.strip("\n") 82 | if not line.startswith('#') and not line.startswith('$') and line: 83 | alist = line.split(";") 84 | alist = [x.strip() for x in alist] 85 | # prepare keys 86 | ar_key = alist[6].strip() 87 | en_key = alist[5].strip() 88 | part_key = self.str2int(alist[0]) 89 | pos_key = self.str2int(alist[1]) 90 | code = alist[4] 91 | attr = alist[2] 92 | attr_ar = alist[3] 93 | key = u":".join([str(part_key), str(pos_key), code]) 94 | # extract fields 95 | adict = { 96 | 'part': part_key, 97 | 'pos': pos_key, 98 | 'attr': alist[2], 99 | 'ar_attr': alist[3], 100 | 'code': code , 101 | 'value': alist[5], 102 | 'ar_value': alist[6], 103 | 'inflect': alist[7], 104 | } 105 | # value based index 106 | self.tagsdict[ar_key] = adict 107 | self.tagsdict[en_key] = adict 108 | # code based index 109 | self.inverse_tagsdict[key] = adict 110 | #attrib based index 111 | self.attr_tagsdict[attr] = adict 112 | self.attr_tagsdict[attr_ar] = adict 113 | elif line.startswith('$PARAM:'): 114 | alist = line[7:].split("=") 115 | if len(alist) >= 2: 116 | field_name = alist[0] 117 | values = alist[1].split(";") 118 | if field_name == "TAG_PARTS_SIZES": 119 | self.tag_parts_sizes = [self.str2int(v) for v in values] 120 | elif line.startswith('$MAP:'): 121 | alist = line[5:].split("=") 122 | if len(alist) >= 2: 123 | tag = alist[0] 124 | values = alist[1].split(";") 125 | self.tagsmap[tag] = values 126 | 127 | #~ # load on Global variables 128 | #~ tag_const.TAGSDICT = self.tagsdict 129 | #~ tag_const.INVERSE_TAGSDICT =self.inverse_tagsdict 130 | #~ tag_const.ATTR_TAGSDICT =self.attr_tagsdict 131 | #~ # if structure not defined, the default structure is used. 132 | #~ if self.tag_parts_sizes: 133 | #~ tag_const.TAG_PARTS_SIZES = self.tag_parts_sizes 134 | #~ if self.tagsmap: 135 | #~ tag_const.TAGSMAP = self.tagsmap 136 | 137 | def markdown(self,): 138 | """ Dispaly rules and tags in markdown style. 139 | read lines from load config, the create a Markdown text to document out tag ste system 140 | @return: text. 141 | @rtype: unicode text 142 | """ 143 | textlines =[] 144 | textlines.append("# Table of configuration") 145 | #~ lines = tag_const.TAGS_CONFIG.split("\n") 146 | # make headers + table seprator 147 | headers = self.lines[0].strip('\n').replace(';','|') 148 | textlines.append("## Columns description") 149 | textlines.append("* " + self.lines[0].replace(';','\n* ')) 150 | headers += "\n" +re.sub('[^|]','-', headers) 151 | # avoid the first line 152 | for line in self.lines[1:]: 153 | line = line.strip('\n') 154 | if line and not line.startswith('$'): 155 | if line.startswith('##'): 156 | # is a sub class 157 | pass; 158 | # to do makr it 159 | elif line.startswith('#'): 160 | textlines.append('\n') 161 | textlines.append(u"#"+line) 162 | textlines.append('\n') 163 | textlines.append(headers) 164 | else: 165 | textlines.append(line.replace(';','|')) 166 | return u"\n".join(textlines) 167 | 168 | def markdown_cat(self,): 169 | """ Dispaly rules and tags in markdown style as categories. 170 | read lines from load config, the create a Markdown text to document out tag ste system 171 | @return: text. 172 | @rtype: unicode text 173 | """ 174 | #~ lines = tag_const.TAGS_CONFIG.split("\n") 175 | textlines =[] 176 | textlines.append("# Description") 177 | textlines.append("## Structure") 178 | textlines.append("\tTAG_PARTS_SIZES=[%s]"%tag_const.TAG_PARTS_SIZES) 179 | textlines.append("\tTAG_PARTS_SEP ='%s'"%tag_const.TAG_PARTS_SEP) 180 | structure = [] 181 | for i in range(len(tag_const.TAG_PARTS_SIZES)): 182 | structure.append('-'*tag_const.TAG_PARTS_SIZES[i]) 183 | structure = tag_const.TAG_PARTS_SEP.join(structure) 184 | textlines.append("\tStructure =[%s]"%structure) 185 | textlines.append("## Parts") 186 | 187 | for line in self.lines[1:]: 188 | line = line.strip('\n') 189 | if line and not line.startswith('$'): 190 | if line.startswith('##'): 191 | # is a sub class 192 | textlines.append(u'\t\t%s'%line[2:]) 193 | # to do makr it 194 | elif line.startswith('#'): 195 | textlines.append(u"\t%s"%line[1:]) 196 | textlines.append("## Detailled") 197 | for line in self.lines[1:]: 198 | line = line.strip('\n') 199 | if line and not line.startswith('$'): 200 | if line.startswith('##'): 201 | # is a sub class 202 | textlines.append(u'\t%s:'%line[2:]) 203 | # to do makr it 204 | elif line.startswith('#'): 205 | textlines.append(u"#%s:\n"%line) 206 | else: 207 | # print a sub category 208 | alist = line.split(";") 209 | textlines.append("\t\t "+ u"%s: %s"%(alist[4], alist[5])) 210 | 211 | 212 | return u"\n".join(textlines) 213 | def markdown_map(self,): 214 | """ Dispaly MAP tags and tags in markdown style as categories. 215 | read lines from load config, the create a Markdown text to document out tag ste system 216 | @return: text. 217 | @rtype: unicode text 218 | """ 219 | textlines =[] 220 | ## prepare the Mapping 221 | textlines.append("\n# TAGS MAP") 222 | textlines.append("Feature|maps") 223 | textlines.append("-------|----") 224 | 225 | for k in tag_const.TAGSMAP: 226 | textlines.append("%s|%s"%(k, u', '.join(tag_const.TAGSMAP[k]))) 227 | 228 | return u"\n".join(textlines) 229 | 230 | if __name__ == "__main__": 231 | import pandas as pd 232 | # set encoding 233 | import sys 234 | reload(sys) 235 | sys.setdefaultencoding('utf-8') 236 | 237 | configuer = tagConfig() 238 | configuer.load_config("config/tag.config", debug=True) 239 | df = pd.DataFrame(tag_const.TAGSDICT) 240 | print('****tagdict ****') 241 | print(df) 242 | df2 = pd.DataFrame(tag_const.INVERSE_TAGSDICT) 243 | print('****inverse tagdict ****') 244 | print(df2) 245 | df3 = pd.DataFrame(tag_const.INVERSE_TAGSDICT) 246 | print('****attr tagdict ****') 247 | print(df3) 248 | print("************Markdown ******************") 249 | md = configuer.markdown_cat() 250 | print(md.encode('utf8')) 251 | mdc = configuer.markdown() 252 | print(mdc.encode('utf8')) 253 | -------------------------------------------------------------------------------- /mysam/taginflector.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # tag_const.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import os 26 | 27 | try: 28 | import tag_const 29 | import tagconfig 30 | import tagmaker 31 | except: 32 | from . import tag_const 33 | from . import tagconfig 34 | from . import tagmaker 35 | from . import tag_const_inflect 36 | 37 | class tagInflector(tagmaker.tagMaker): 38 | """ 39 | Manage code, decode a tag 40 | """ 41 | 42 | def __init__(self, configfile = None): 43 | """Init tha class""" 44 | tagmaker.tagMaker.__init__(self, configfile) 45 | self.reset() 46 | # print("INVERSE_TAGSMAP", self.inverse_tagsmap) 47 | self.tag_tense_pronoun_inflection = tag_const_inflect.TABLE_TENSE_PRONOUN_INFLECTION 48 | def _get_pronoun(self, person, gender, number): 49 | """ 50 | Get pronoun accoriding to person, number, gender 51 | """ 52 | key = u"-".join([person, gender, number]) 53 | return self.inverse_tagsmap.get(key, "") 54 | 55 | def _get_verb_mark(self, tagstring ): 56 | """ 57 | get verb mark based on tagstring 58 | """ 59 | tense = self.get_value('زمن', tagstring) 60 | voice = self.get_value(u'بناء', tagstring) 61 | person = self.get_value(u'شخص', tagstring) 62 | number = self.get_value(u'عدد', tagstring) 63 | gender = self.get_value(u'جنس', tagstring) 64 | # get the pronoun name 65 | pronoun = self._get_pronoun(person, gender, number) 66 | mood = self.get_value(u'إعراب', tagstring) 67 | # get the tense original name 68 | 69 | if tense == "مضارع": 70 | tense_key = "-".join([tense, voice, mood]) 71 | else: 72 | tense_key = "-".join([tense,voice]) 73 | tense_key = self.inverse_tagsmap.get(tense_key,"") 74 | # extract inflect_dict 75 | inflect_dict = self.tag_tense_pronoun_inflection.get(tense_key, {}).get(pronoun, {}) 76 | 77 | # return " ".join([tense_key, pronoun, " ".join(inflect_dict.values())]) 78 | # format the inflection string 79 | inflect_list = [inflect_dict.get("description",""), 80 | inflect_dict.get("case",""), 81 | inflect_dict.get("cause",""), 82 | inflect_dict.get("subject",""), 83 | inflect_dict.get("extra",""), 84 | ] 85 | # remove empty strings 86 | inflect_list = [x for x in inflect_list if x] 87 | inflect_string = " ".join(inflect_list) 88 | return inflect_string 89 | 90 | def inflect_noun(self, tagstring=False): 91 | """ 92 | get inflection for a noun 93 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 94 | @type tagstring: string 95 | @return: string 96 | @rtype: string 97 | """ 98 | if not tagstring: 99 | tagstring = self.__str__() 100 | inflct = [] 101 | if self.has_tag(u"اسم", tagstring): 102 | # inflect = Syntaxtic classe 103 | # مفعول به منصوب وعلامة نصبه الفتحة 104 | #نعت منصوب وعلامةنصبه الياء لأنه مثنى 105 | #مبتدأ مرفوع وعلامة رفعه الواو لأنه جمع مذكر سالم 106 | # case 107 | case = self.get_inflect(u'إعراب', tagstring) 108 | if case: 109 | case_part = u"اسم %s"%case 110 | inflct.append(case_part) 111 | # Jar 112 | if self.has_tag(u"مجرور", tagstring): 113 | jar = self.get_inflect(u'جر', tagstring) 114 | if jar: 115 | jar_part = jar 116 | inflct.append(jar_part) 117 | # inflect Mark 118 | mark =self.get_inflect(u'علامة', tagstring) 119 | mark_value =self.get_value(u'علامة', tagstring) 120 | if mark: 121 | #علامة الإعراب 122 | # وعلامة رفعه الضمة 123 | mark_part ="" 124 | # علة علامة الإعراب 125 | # وعلامة رفعه الألف لأنه مثنى 126 | cause_part ="" 127 | if case == u"مبني": 128 | mark_part = u"على %s"%mark 129 | else: 130 | # استخراج الحالة 131 | #~ مرفوع => رفعه 132 | #~ منصوب => نصبه 133 | #~ مجرور => جره 134 | case_mark = "" 135 | if case == u"مرفوع": 136 | case_mark = u"رفعه" 137 | elif case == u"منصوب": 138 | case_mark = u"نصبه" 139 | elif case == u"مجرور": 140 | case_mark = u"جرّه" 141 | 142 | mark_part = u"وعلامة %s %s"%(case_mark, mark) 143 | 144 | # mark cause 145 | 146 | if self.has_tag(u"مثنى", tagstring): 147 | cause_part = u"لأنه مثنى" 148 | elif self.has_tag(u'مؤنث', tagstring) and self.has_tag(u"جمع", tagstring): 149 | cause_part = u"لأنه جمع مؤنث سالم" 150 | elif self.has_tag(u'مذكر', tagstring) and self.has_tag(u"جمع", tagstring): 151 | cause_part = u"لأنه جمع مذكر سالم" 152 | elif self.has_tag(u'مجرور', tagstring) and self.has_tag(u"ممنوع من الصرف", tagstring): 153 | cause_part = u"لأنه ممنوع من الصرف" 154 | inflct.append(mark_part) 155 | inflct.append(cause_part) 156 | #attached pronoun 157 | add_p = self.get_inflect(u'ضمير متصل', tagstring) 158 | if add_p: 159 | add_part = u"وهو مضاف، %s في محل جر مضاف إليه"%add_p 160 | inflct.append(add_part) 161 | else: # no case 162 | word_type = self.get_value(u'نوع الكلمة', tagstring) 163 | if word_type: 164 | inflct.append(word_type) 165 | return u" ".join(inflct) 166 | def inflect_verb(self, tagstring): 167 | """ 168 | get inflection for a noun 169 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 170 | @type tagstring: string 171 | @return: string 172 | @rtype: string 173 | """ 174 | if not tagstring: 175 | tagstring = self.__str__() 176 | inflct = [] 177 | if self.has_tag(u"فعل", tagstring): 178 | # inflect = Syntaxtic classe 179 | # مفعول به منصوب وعلامة نصبه الفتحة 180 | #نعت منصوب وعلامةنصبه الياء لأنه مثنى 181 | #مبتدأ مرفوع وعلامة رفعه الواو لأنه جمع مذكر سالم 182 | # tense: 183 | inflect_conj = self._get_verb_mark(tagstring) 184 | if inflect_conj: 185 | inflct.append(inflect_conj) 186 | 187 | # tense = self.get_inflect(u'زمن', tagstring) 188 | # voice = self.get_inflect(u'بناء', tagstring) 189 | # inflct.append(u"فعل") 190 | # inflct.append(tense) 191 | # inflct.append(voice) 192 | # # case 193 | # case = self.get_inflect(u'إعراب', tagstring) 194 | # #~ print((u"###%s####"%case), tagstring) 195 | # if case: 196 | # case_part = case 197 | # inflct.append(case_part) 198 | # 199 | # # inflect Mark 200 | # mark =self.get_inflect(u'علامة', tagstring) 201 | # mark_value = self.get_value(u'علامة', tagstring) 202 | # if mark: 203 | # #علامة الإعراب 204 | # # وعلامة رفعه الضمة 205 | # mark_part ="" 206 | # # علة علامة الإعراب 207 | # # وعلامة رفعه الألف لأنه مثنى 208 | # cause_part ="" 209 | # if case == u"مبني": 210 | # mark_part = u"على %s"%mark 211 | # else: 212 | # # استخراج الحالة 213 | # #~ مرفوع => رفعه 214 | # #~ منصوب => نصبه 215 | # #~ مجرور => جره 216 | # case_mark = "" 217 | # if case == u"مرفوع": 218 | # case_mark = u"رفعه" 219 | # elif case == u"منصوب": 220 | # case_mark = u"نصبه" 221 | # elif case == u"مجزوم": 222 | # case_mark = u"جزمه" 223 | # 224 | # mark_part = u"وعلامة %s %s"%(case_mark, mark) 225 | # 226 | # # mark cause 227 | # 228 | # condition_5verbs = (self.has_tag(u"مثنى", tagstring) 229 | # or (self.has_tag(u'مذكر', tagstring) and self.has_tag(u"جمع", tagstring)) 230 | # or (self.has_tag(u'مؤنث', tagstring) and self.has_tag(u"مخاطب", tagstring) and self.has_tag(u"مفرد", tagstring)) 231 | # ) 232 | # if condition_5verbs: 233 | # cause_part = u"لأنه من الأفعال الخمسة" 234 | # inflct.append(mark_part) 235 | # inflct.append(cause_part) 236 | #attached pronoun 237 | 238 | add_p = self.get_inflect(u'ضمير متصل', tagstring) 239 | #~ print((u"H###%s####"%add_p)) 240 | if add_p: 241 | add_part = u"%s في محل نصب مفعول به"%add_p 242 | inflct.append(add_part) 243 | else: # no case 244 | word_type = self.get_value(u'نوع الكلمة', tagstring) 245 | if word_type: 246 | inflct.append(word_type) 247 | return u" ".join(inflct) 248 | def inflect_tool(self, tagstring = False): 249 | """ 250 | """ 251 | return u"" 252 | def inflect(self, tagstring = False): 253 | """ 254 | Display inlfection in traditional way 255 | عرض إعراب الكلمة حسب التقاليد 256 | 257 | Example: 258 | >>> tag_maker = tagmaker.tagMaker() 259 | >>> tagcode = 'N--;--I-;----;---' 260 | >>> print(tag_maker.inflect(tagcode)) 261 | اسم مجرور وعلامة جرّه الياء لأنه جمع مذكر سالم وهو مضاف، والضمير المتصل مبني في محل جر مضاف إليه 262 | 263 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 264 | @type tagstring: string 265 | @return: string 266 | @rtype: string 267 | """ 268 | if not tagstring: 269 | tagstring = self.__str__() 270 | inflct = [] 271 | if self.has_tag(u"اسم", tagstring): 272 | return self.inflect_noun(tagstring) 273 | elif self.has_tag(u"فعل", tagstring): 274 | return self.inflect_verb(tagstring) 275 | elif self.has_tag(u"أداة", tagstring): 276 | return self.inflect_tool(tagstring) 277 | else: 278 | word_type = self.get_value(u'نوع الكلمة', tagstring) 279 | if word_type: 280 | inflct.append(word_type) 281 | return u" ".join(inflct) 282 | 283 | 284 | if __name__ == "__main__": 285 | taglists = [[u'اسم', u'هاء', u'مجرور',"مصدر"], 286 | u'تعريف::مرفوع:متحرك:ينون:::'.split(":"), 287 | u'المضارع المعلوم:هو:::n:'.split(":"), 288 | u':مضاف:مجرور:متحرك:ينون:::'.split(':'), 289 | ] 290 | tag_maker = tagMaker("config/tag.config") 291 | 292 | for taglist in taglists: 293 | tag_maker.reset() 294 | tag_maker.encode(taglist) 295 | print(u"+".join(taglist)) 296 | tagstr = str(tag_maker) 297 | print(tagstr) 298 | # decode a unifed tag string 299 | print(tag_maker.repr(tag_maker.decode())) 300 | 301 | 302 | 303 | -------------------------------------------------------------------------------- /mysam/tagmaker.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # tag_const.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import os 25 | # ~ if __name__ == "__main__": 26 | 27 | try: 28 | import tag_const 29 | import tagconfig 30 | except: 31 | from . import tag_const 32 | from . import tagconfig 33 | 34 | 35 | class tagMaker: 36 | """ 37 | Manage tags, create, code, decode a tag 38 | """ 39 | 40 | def __init__(self, configfile = None): 41 | """Init tha class""" 42 | # read config first 43 | #~ self.load_config() 44 | self.debug = False 45 | self.lang ="ar" 46 | if not configfile: 47 | # get specific config file 48 | configfile = os.path.join(os.path.dirname(__file__) , "config/tag.config") 49 | if configfile: 50 | #~ print("Load a config file") 51 | configuer = tagconfig.tagConfig() 52 | configuer.load_config(configfile) 53 | # load on Global variables 54 | self.tagsdict = configuer.tagsdict 55 | self.inverse_tagsdict = configuer.inverse_tagsdict 56 | self.attr_tagsdict = configuer.attr_tagsdict 57 | # if structure not defined, the default structure is used. 58 | if configuer.tag_parts_sizes: 59 | self.tag_parts_sizes = configuer.tag_parts_sizes 60 | else: 61 | self.tag_parts_sizes = [] 62 | if configuer.tagsmap: 63 | self.tagsmap = configuer.tagsmap 64 | else: 65 | self.tagsmap = configuer.tagsmap 66 | self.tag_parts_sep = tag_const.TAG_PARTS_SEP 67 | 68 | else: 69 | # load on Global variables 70 | self.tagsdict = tag_const.TAGSDICT 71 | self.inverse_tagsdict = tag_const.INVERSE_TAGSDICT 72 | self.attr_tagsdict = tag_const.ATTR_TAGSDICT 73 | # if structure not defined, the default structure is used. 74 | self.tag_parts_sizes = tag_const.TAG_PARTS_SIZES 75 | self.tag_parts_sep = tag_const.TAG_PARTS_SEP 76 | self.tagsmap = tag_const.TAGSMAP 77 | # prepare the tag maker 78 | # inverse tag map 79 | self.inverse_tagsmap = {} 80 | for key in self.tagsmap: 81 | newkey = "-".join(self.tagsmap[key]) 82 | newvalue = key 83 | self.inverse_tagsmap[newkey]= newvalue 84 | self.reset() 85 | 86 | 87 | def set_config(self,configfile): 88 | """ set a config to encode tags""" 89 | configueur = tagconfig.tagConfig() 90 | configueur.load_config(configfile) 91 | 92 | def reset(self,): 93 | """ reset the taglist to make a new""" 94 | # init taglist 95 | self.taglist = [] 96 | for i in range(len(self.tag_parts_sizes)): 97 | self.taglist.append(['-']*self.tag_parts_sizes[i]) 98 | 99 | def __str__(self,): 100 | """ prepare list to be printed 101 | @return: a string 102 | @rtype: string 103 | """ 104 | # join sub lists without separater, 105 | # the join parts by separator 106 | return self.tag_parts_sep.join([u"".join(x) for x in self.taglist]) 107 | @staticmethod 108 | def repr(obj): 109 | """ prepare list to be printed 110 | @return: a string 111 | @rtype: string 112 | """ 113 | if type(obj) is dict: 114 | return repr(obj).replace("},","},\n") 115 | else: 116 | return repr(obj) 117 | 118 | def add(self, tag): 119 | """ add a new tag to the taglist 120 | Example: 121 | >>> tag_maker = tagmaker.tagMaker() 122 | >>> tagcode = 'N--;--I-;----;---' 123 | >>> tag_new = u"تعريف" 124 | >>> tag_maker.add(tag_new) 125 | >>> tag_new = u"اسم" 126 | >>> tag_maker.add(tag_new) 127 | >>> print(str(tag_maker)) 128 | N--;----;--L-;---- 129 | 130 | @param tag: a tag 131 | @type tag: unicode 132 | """ 133 | debug = self.debug 134 | # if tag names are differents, it can contain many tags 135 | taglist =[] 136 | if not tag in self.tagsdict: 137 | taglist = self.tagsmap.get(tag,[]) 138 | if debug: print("***",u";;".join(taglist)) 139 | else: 140 | taglist =[tag,] 141 | # if the tag exist in tagsdict configuration 142 | # choose value and add it to a position 143 | for tg in taglist: 144 | if tg in self.tagsdict: 145 | if debug: print("***//",tg) 146 | part = self.tagsdict[tg]['part'] -1 147 | pos = self.tagsdict[tg]['pos']-1 148 | code = self.tagsdict[tg]['code'] 149 | self.taglist[part][pos] = code 150 | else: 151 | if debug: print("***Unrecoginzed tag//",tg) 152 | 153 | 154 | def _encode(self, taglist = []): 155 | """Encode a tag list into string tag. 156 | 157 | Example: 158 | >>> import mysam.tagmaker as tagmaker 159 | >>> tag_maker = tagmaker.tagMaker() 160 | >>> taglist = [u'اسم', u'مضير متصل', u'مجرور'] 161 | >>> tag_maker.encode(taglist) 162 | >>> tagstr = str(tag_maker) 163 | >>> print(tagstr) 164 | N--;--I-;----;---- 165 | 166 | @param taglist: an given tag list to be coded 167 | @type taglist: string list 168 | @return: a string 169 | @rtype: string 170 | """ 171 | if not taglist: 172 | return u"" 173 | for tag in taglist: 174 | self.add(tag) 175 | return self.__str__() 176 | 177 | def _decode(self, tagstring = False): 178 | """Decode a string tag to get all tags 179 | Example: 180 | >>> import mysam.tagmaker as tagmaker 181 | >>> tag_maker = tagmaker.tagMaker() 182 | >>> tagcode = 'N--;--I-;----;---' 183 | >>> print(tag_maker.decode(tagcode))) 184 | [(u'نوع الكلمة', u'اسم'), (u'جنس', u'لاشيء'), (u'عدد', u'لاشيء'), (u'إعراب', u'مجرور'), (u'علامة', u'لاشيء'), (u'عطف', u'لاشيء'), (u'جر', u'لاشيء'), (u'تعريف', u'نكرة'), (u'ضمير متصل', u'لاشيء'), (u'استقبال', u'لاشيء'), (u'بناء', u'لاشيء'), (u'زمن', u'لاشي 185 | 186 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 187 | @type tagstring: string 188 | @return: tag list 189 | @rtype: stringlist 190 | """ 191 | if not tagstring: 192 | tagstring = self.__str__() 193 | parts = tagstring.split(self.tag_parts_sep) 194 | if self.lang == "ar": 195 | value_key = 'ar_value' 196 | attr_key = 'ar_attr' 197 | else: 198 | value_key = 'value' 199 | attr_key = 'attr' 200 | 201 | tags = [] 202 | # read codes 203 | for ip, part in enumerate(parts): 204 | for i in range(len(part)): 205 | code = part[i] 206 | key = u":".join([str(ip+1), str(i+1), code]) 207 | #~ print key 208 | tag = self.inverse_tagsdict.get(key,{}).get(value_key,"") 209 | attr = self.inverse_tagsdict.get(key,{}).get(attr_key,"") 210 | if tag: 211 | tags.append((attr, tag)) 212 | 213 | return tags 214 | 215 | def inflect_noun(self, tagstring=False): 216 | """ 217 | get inflection for a noun 218 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 219 | @type tagstring: string 220 | @return: string 221 | @rtype: string 222 | """ 223 | if not tagstring: 224 | tagstring = self.__str__() 225 | inflct = [] 226 | if self.has_tag(u"اسم", tagstring): 227 | # inflect = Syntaxtic classe 228 | # مفعول به منصوب وعلامة نصبه الفتحة 229 | #نعت منصوب وعلامةنصبه الياء لأنه مثنى 230 | #مبتدأ مرفوع وعلامة رفعه الواو لأنه جمع مذكر سالم 231 | # case 232 | case = self.get_inflect(u'إعراب', tagstring) 233 | if case: 234 | case_part = u"اسم %s"%case 235 | inflct.append(case_part) 236 | # Jar 237 | if self.has_tag(u"مجرور", tagstring): 238 | jar = self.get_inflect(u'جر', tagstring) 239 | if jar: 240 | jar_part = jar 241 | inflct.append(jar_part) 242 | # inflect Mark 243 | mark =self.get_inflect(u'علامة', tagstring) 244 | mark_value =self.get_value(u'علامة', tagstring) 245 | if mark: 246 | #علامة الإعراب 247 | # وعلامة رفعه الضمة 248 | mark_part ="" 249 | # علة علامة الإعراب 250 | # وعلامة رفعه الألف لأنه مثنى 251 | cause_part ="" 252 | if case == u"مبني": 253 | mark_part = u"على %s"%mark 254 | else: 255 | # استخراج الحالة 256 | #~ مرفوع => رفعه 257 | #~ منصوب => نصبه 258 | #~ مجرور => جره 259 | case_mark = "" 260 | if case == u"مرفوع": 261 | case_mark = u"رفعه" 262 | elif case == u"منصوب": 263 | case_mark = u"نصبه" 264 | elif case == u"مجرور": 265 | case_mark = u"جرّه" 266 | 267 | mark_part = u"وعلامة %s %s"%(case_mark, mark) 268 | 269 | # mark cause 270 | 271 | if self.has_tag(u"مثنى", tagstring): 272 | cause_part = u"لأنه مثنى" 273 | elif self.has_tag(u'مؤنث', tagstring) and self.has_tag(u"جمع", tagstring): 274 | cause_part = u"لأنه جمع مؤنث سالم" 275 | elif self.has_tag(u'مذكر', tagstring) and self.has_tag(u"جمع", tagstring): 276 | cause_part = u"لأنه جمع مذكر سالم" 277 | elif self.has_tag(u'مجرور', tagstring) and self.has_tag(u"ممنوع من الصرف", tagstring): 278 | cause_part = u"لأنه ممنوع من الصرف" 279 | inflct.append(mark_part) 280 | inflct.append(cause_part) 281 | #attached pronoun 282 | add_p = self.get_inflect(u'ضمير متصل', tagstring) 283 | if add_p: 284 | add_part = u"وهو مضاف، %s في محل جر مضاف إليه"%add_p 285 | inflct.append(add_part) 286 | else: # no case 287 | word_type = self.get_value(u'نوع الكلمة', tagstring) 288 | if word_type: 289 | inflct.append(word_type) 290 | return u" ".join(inflct) 291 | 292 | def inflect_verb(self, tagstring): 293 | """ 294 | get inflection for a noun 295 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 296 | @type tagstring: string 297 | @return: string 298 | @rtype: string 299 | """ 300 | if not tagstring: 301 | tagstring = self.__str__() 302 | inflct = [] 303 | if self.has_tag(u"فعل", tagstring): 304 | # inflect = Syntaxtic classe 305 | # مفعول به منصوب وعلامة نصبه الفتحة 306 | #نعت منصوب وعلامةنصبه الياء لأنه مثنى 307 | #مبتدأ مرفوع وعلامة رفعه الواو لأنه جمع مذكر سالم 308 | # tense: 309 | tense = self.get_inflect(u'زمن', tagstring) 310 | voice = self.get_inflect(u'بناء', tagstring) 311 | inflct.append(u"فعل") 312 | inflct.append(tense) 313 | inflct.append(voice) 314 | # case 315 | case = self.get_inflect(u'إعراب', tagstring) 316 | #~ print((u"###%s####"%case), tagstring) 317 | if case: 318 | case_part = case 319 | inflct.append(case_part) 320 | 321 | # inflect Mark 322 | mark =self.get_inflect(u'علامة', tagstring) 323 | mark_value =self.get_value(u'علامة', tagstring) 324 | if mark: 325 | #علامة الإعراب 326 | # وعلامة رفعه الضمة 327 | mark_part ="" 328 | # علة علامة الإعراب 329 | # وعلامة رفعه الألف لأنه مثنى 330 | cause_part ="" 331 | if case == u"مبني": 332 | mark_part = u"على %s"%mark 333 | else: 334 | # استخراج الحالة 335 | #~ مرفوع => رفعه 336 | #~ منصوب => نصبه 337 | #~ مجرور => جره 338 | case_mark = "" 339 | if case == u"مرفوع": 340 | case_mark = u"رفعه" 341 | elif case == u"منصوب": 342 | case_mark = u"نصبه" 343 | elif case == u"مجزوم": 344 | case_mark = u"جزمه" 345 | 346 | mark_part = u"وعلامة %s %s"%(case_mark, mark) 347 | 348 | # mark cause 349 | 350 | condition_5verbs = (self.has_tag(u"مثنى", tagstring) 351 | or (self.has_tag(u'مذكر', tagstring) and self.has_tag(u"جمع", tagstring)) 352 | or (self.has_tag(u'مؤنث', tagstring) and self.has_tag(u"مخاطب", tagstring) and self.has_tag(u"مفرد", tagstring)) 353 | ) 354 | if condition_5verbs: 355 | cause_part = u"لأنه من الأفعال الخمسة" 356 | inflct.append(mark_part) 357 | inflct.append(cause_part) 358 | #attached pronoun 359 | add_p = self.get_inflect(u'ضمير متصل', tagstring) 360 | #~ print((u"H###%s####"%add_p)) 361 | if add_p: 362 | add_part = u"%s في محل نصب مفعول به"%add_p 363 | inflct.append(add_part) 364 | else: # no case 365 | word_type = self.get_value(u'نوع الكلمة', tagstring) 366 | if word_type: 367 | inflct.append(word_type) 368 | return u" ".join(inflct) 369 | def inflect_tool(self, tagstring = False): 370 | """ 371 | """ 372 | return u"" 373 | 374 | def inflect(self, tagstring = False): 375 | """ 376 | Display inlfection in traditional way 377 | عرض إعراب الكلمة حسب التقاليد 378 | 379 | Example: 380 | >>> tag_maker = tagmaker.tagMaker() 381 | >>> tagcode = 'N--;--I-;----;---' 382 | >>> print(tag_maker.inflect(tagcode)) 383 | اسم مجرور وعلامة جرّه الياء لأنه جمع مذكر سالم وهو مضاف، والضمير المتصل مبني في محل جر مضاف إليه 384 | 385 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 386 | @type tagstring: string 387 | @return: string 388 | @rtype: string 389 | """ 390 | if not tagstring: 391 | tagstring = self.__str__() 392 | inflct = [] 393 | if self.has_tag(u"اسم", tagstring): 394 | return self.inflect_noun(tagstring) 395 | elif self.has_tag(u"فعل", tagstring): 396 | return self.inflect_verb(tagstring) 397 | elif self.has_tag(u"أداة", tagstring): 398 | return self.inflect_tool(tagstring) 399 | else: 400 | word_type = self.get_value(u'نوع الكلمة', tagstring) 401 | if word_type: 402 | inflct.append(word_type) 403 | return u" ".join(inflct) 404 | 405 | def has_tag(self, tag, tagstring = False): 406 | """ 407 | Look up if the tag exists in a string tag 408 | Example: 409 | >>> tag_maker = tagmaker.tagMaker() 410 | >>> tagcode = 'N--;--I-;----;---' 411 | >>> tag_new = u"تعريف" 412 | >>> tag_maker.add(tag_new) 413 | >>> tag_new = u"اسم" 414 | >>> tag_maker.add(tag_new) 415 | >>> print(str(tag_maker)) 416 | N--;----;--L-;---- 417 | 418 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 419 | @type tagstring: string 420 | @return: boolean 421 | @rtype: boolean 422 | """ 423 | if not tagstring: 424 | tagstring = self.__str__() 425 | parts = tagstring.split(self.tag_parts_sep) 426 | if tag not in self.tagsdict: 427 | return False 428 | else: 429 | part = self.tagsdict[tag]['part'] 430 | pos = self.tagsdict[tag]['pos'] 431 | code = self.tagsdict[tag]['code'] 432 | if parts[part-1][pos-1] == code: 433 | return True 434 | else: 435 | return False 436 | return False 437 | 438 | def exists_attr(self, attr, tagstring = False): 439 | """ 440 | test if attribute is enabled, for example, جر is ok, if tag code is B, K, L, is not if code is '-' 441 | @param attr: attribute to lookup 442 | @type attr: string 443 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 444 | @type tagstring: string 445 | @return: boolean 446 | @rtype: boolean 447 | """ 448 | deco = self.decode_attr(attr, tagstring) 449 | return bool(deco) 450 | 451 | def get_value(self, attr, tagstring=False): 452 | """ 453 | Return the value of attribute 454 | @param attr: attribute to lookup 455 | @type attr: string 456 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 457 | @type tagstring: string 458 | @return: the value 459 | @rtype: string 460 | """ 461 | deco = self.decode_attr(attr, tagstring) 462 | if deco: 463 | if self.lang == "ar": 464 | return deco.get('ar_value','') 465 | else: 466 | return deco.get('value','') 467 | return '' 468 | 469 | def get_inflect(self, attr, tagstring=False): 470 | """ 471 | Return the inflect text of attribute 472 | @param attr: attribute to lookup 473 | @type attr: string 474 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 475 | @type tagstring: string 476 | @return: the inflection 477 | @rtype: string 478 | """ 479 | deco = self.decode_attr(attr, tagstring) 480 | if deco: 481 | return deco.get('inflect','') 482 | return '' 483 | 484 | 485 | def decode_attr(self, attr, tagstring = False): 486 | """ 487 | Decode an attribute 488 | @param attr: attribute to lookup 489 | @type attr: string 490 | @param tagstring: a string tag to be decoded, if not given the internal tag string is decoded. 491 | @type tagstring: string 492 | @return: the attribute dict 493 | @rtype: dict of string 494 | """ 495 | if not tagstring: 496 | tagstring = self.__str__() 497 | parts = tagstring.split(self.tag_parts_sep) 498 | if attr not in self.attr_tagsdict: 499 | return {} 500 | else: 501 | part = self.attr_tagsdict[attr]['part'] 502 | pos = self.attr_tagsdict[attr]['pos'] 503 | code = parts[part-1][pos-1] 504 | if code == '-': 505 | return {} 506 | else: 507 | key = u":".join([str(part), str(pos), code]) 508 | return self.inverse_tagsdict.get(key,{}) 509 | return {} 510 | 511 | 512 | 513 | if __name__ == "__main__": 514 | taglists = [[u'اسم', u'هاء', u'مجرور',"مصدر"], 515 | u'تعريف::مرفوع:متحرك:ينون:::'.split(":"), 516 | u'المضارع المعلوم:هو:::n:'.split(":"), 517 | u':مضاف:مجرور:متحرك:ينون:::'.split(':'), 518 | ] 519 | tag_maker = tagMaker("config/tag.config") 520 | 521 | for taglist in taglists: 522 | tag_maker.reset() 523 | tag_maker.encode(taglist) 524 | print(u"+".join(taglist)) 525 | tagstr = str(tag_maker) 526 | print(tagstr) 527 | # decode a unifed tag string 528 | print(tag_maker.repr(tag_maker.decode())) 529 | 530 | 531 | 532 | -------------------------------------------------------------------------------- /requirements: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linuxscout/mysam-tagmanager/9fb18f7919391c8f3ac4e94c2add68b119195edc/requirements -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | #! /usr/bin/python 2 | from setuptools import setup 3 | 4 | # to install type: 5 | # python setup.py install --root=/ 6 | def readme(): 7 | with open('README.md') as f: 8 | return f.read() 9 | 10 | setup (name='mysam-tagmanager', version='0.4', 11 | author='Taha Zerrouki', 12 | author_email='taha_zerrouki@hotmail.com', 13 | url='http://pypi.python.com/projects/mysam-tagmanager/', 14 | license='GPL', 15 | description="Mysam: Arabic tags manager", 16 | long_description_content_type='text/markdown', 17 | long_description = readme(), 18 | package_dir={'mysam': 'mysam'}, 19 | packages=['mysam'], 20 | include_package_data=True, 21 | package_data = { 22 | 'mysam': ['doc/*.*','doc/html/*', "config/*"], 23 | }, 24 | classifiers=[ 25 | 'Development Status :: 5 - Production/Stable', 26 | 'Natural Language :: Arabic', 27 | 'Intended Audience :: Developers', 28 | 'Operating System :: OS Independent', 29 | 'Programming Language :: Python', 30 | 'Topic :: Text Processing :: Linguistic', 31 | ], 32 | ); 33 | 34 | -------------------------------------------------------------------------------- /tests/makedoc.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # makedoc.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import sys 26 | sys.path.append('../') 27 | sys.path.append('.') 28 | import mysam.tagconfig 29 | def main(args): 30 | import pandas as pd 31 | configuer = mysam.tagconfig.tagConfig() 32 | configuer.load_config() 33 | md = configuer.markdown_cat() 34 | print(md.encode('utf8')) 35 | mdc = configuer.markdown() 36 | print(mdc.encode('utf8')) 37 | mdm = configuer.markdown_map() 38 | print(mdm.encode('utf8')) 39 | 40 | if __name__ == '__main__': 41 | import sys 42 | sys.exit(main(sys.argv)) 43 | -------------------------------------------------------------------------------- /tests/readme_samples1.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # readme_samples1.py 5 | # 6 | # Copyright 2023 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import sys 25 | sys.path.append("../") 26 | 27 | 28 | 29 | import pandas as pd 30 | 31 | import mysam.tagconfig as tagconfig 32 | import mysam.tag_const as tag_const 33 | 34 | configuer = tagconfig.tagConfig() 35 | configuer.load_config() 36 | # display 37 | df = pd.DataFrame(configuer.tagsdict) 38 | print('****tagdict ****') 39 | print(df) 40 | 41 | -------------------------------------------------------------------------------- /tests/readme_samples2.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # readme_samples1.py 5 | # 6 | # Copyright 2023 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import sys 25 | sys.path.append("../") 26 | 27 | 28 | import mysam.tagcoder 29 | 30 | taglists = [[u'اسم', u'هاء', u'مجرور',], 31 | u'تعريف::مرفوع:متحرك:ينون:::'.split(":"), 32 | ] 33 | tgcoder = mysam.tagcoder.tagCoder() 34 | for taglist in taglists: 35 | # encode 36 | tagcode = tgcoder.encode(taglist) 37 | print("tags list:", u";".join(taglist)) 38 | print("tagcode:", tagcode) 39 | # decode a unifed tag string 40 | print("decode:", tgcoder.decode(tagcode)) 41 | 42 | -------------------------------------------------------------------------------- /tests/readme_samples3.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # readme_samples1.py 5 | # 6 | # Copyright 2023 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import sys 25 | sys.path.append("../") 26 | 27 | import mysam.taginflector 28 | tag_maker = mysam.taginflector.tagInflector() 29 | word = "يَسْتَعْمِلُونَهَا" 30 | tagcode = 'V-1;M3H-faU;W-H' 31 | print(tag_maker.inflect(tagcode)) 32 | -------------------------------------------------------------------------------- /tests/readme_samples4.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # readme_samples1.py 5 | # 6 | # Copyright 2023 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import sys 25 | sys.path.append("../") 26 | 27 | 28 | 29 | import mysam.tagcoder 30 | tag_coder = mysam.tagcoder.tagCoder() 31 | tagcode = 'V-0;M1H-faU;W--' 32 | tag = "ضمير متصل" 33 | print(tag_coder.add_tag(tag, tagcode)) 34 | 35 | import mysam.tagcoder 36 | tag_coder = mysam.tagcoder.tagCoder() 37 | tagcode = 'V-0;M1H-faU;W-H' 38 | tag = "ضمير متصل" 39 | print(tag_coder.remove_tag(tag, tagcode)) 40 | -------------------------------------------------------------------------------- /tests/readme_samples5.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # readme_samples1.py 5 | # 6 | # Copyright 2023 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import sys 25 | sys.path.append("../") 26 | 27 | 28 | 29 | 30 | import mysam.tagcoder 31 | tag_coder = mysam.tagcoder.tagCoder() 32 | tags = ['اسم', 'مجرور', 'مذكر', "مفرد", "واو"] 33 | tagcode = tag_coder.encode(tags) 34 | print(tagcode) 35 | tag_search = u"مجرور" 36 | print(tag_coder.has_tag(tag_search, tagcode)) 37 | tag_search = u"فعل" 38 | print(tag_coder.has_tag(tag_search, tagcode)) 39 | 40 | # ~ import mysam.tagmaker 41 | # ~ tag_maker = mysam.tagmaker.tagMaker() 42 | # ~ tagcode = 'N--;--I----;---' 43 | # ~ tag_search = u"مجرور" 44 | # ~ print(tag_maker.has_tag(tag_search, tagcode)) 45 | 46 | -------------------------------------------------------------------------------- /tests/requirements: -------------------------------------------------------------------------------- 1 | pyarabic>=0.6.15 2 | pandas 3 | pytest 4 | -------------------------------------------------------------------------------- /tests/tag.config: -------------------------------------------------------------------------------- 1 | #Part;Pos;Attribute;خاصية;code;Value;قيمة;inflection; 2 | # Word Type نوع الكلمة 3 | 1;1;word_type;نوع الكلمة;N;Noun;اسم;اسم; 4 | 1;1;word_type;نوع الكلمة;V;Verb;فعل;فعل; 5 | 1;1;word_type;نوع الكلمة;T;Tool;أداة;حرف; 6 | 1;1;word_type;نوع الكلمة;P;Punctuation;ترقيم;علامة ترقيم; 7 | 1;1;word_type;نوع الكلمة;S;Symbol;رمز;رمز; 8 | 1;1;word_type;نوع الكلمة;D;Numeric;عدد;عدد; 9 | 1;1;word_type;نوع الكلمة;-;Undef;لاشيء;; 10 | ## Sub Class صنف فرعي 11 | 1;2;subclass;صنف;M;Masdar;مصدر;; 12 | ## transitive 13 | 1;3;transitive;تعدي;0;intransitive;لازم;; 14 | 1;3;transitive;تعدي;1;transitive;متعدي;; 15 | 1;3;transitive;تعدي;2;double transitive;متعدي لمفعولين;; 16 | 1;3;transitive;تعدي;4;commun;مشترك;; 17 | 1;3;transitive;-;تعدي;undef;لاشيء;; 18 | 19 | # Conjugation 20 | ## Gender الجنس 21 | 2;1;gender;جنس;M;masculine;مذكر;مذكر 22 | 2;1;gender;جنس;F;Feminine;مؤنث;مؤنث; 23 | 2;1;gender;جنس;-;none;لاشيء;; 24 | ## Number العدد 25 | 2;2;number;عدد;1;single;مفرد;مفرد; 26 | 2;2;number;عدد;2;dual;مثنى;مثنى; 27 | 2;2;number;عدد;3;plural;جمع;جمع; 28 | 2;2;number;عدد;4;plural;جمع تكسير;جمع تكسير; 29 | 2;2;number;عدد;-;none;لاشيء;; 30 | ## Inlfection case الحالة الإعرابية 31 | 2;3;case;إعراب;U;marfou3;مرفوع;مرفوع; 32 | 2;3;case;إعراب;0;manjzoum; مجزوم;مجزوم; 33 | 2;3;case;إعراب;I;majrour;مجرور;مجرور; 34 | 2;3;case;إعراب;A;mansoub;منصوب;منصوب; 35 | 2;3;case;إعراب;B;mabni;مبني;مبني; 36 | 2;3;case;إعراب;-;undef;لاشيء;; 37 | ## Inflection marks 38 | 2;4;mark;علامة;u;damma;الضمة;الضمة; 39 | 2;4;mark;علامة;a;fatha;الفتحة;الفتحة; 40 | 2;4;mark;علامة;i;kasra;الكسرة;الكسرة; 41 | 2;4;mark;علامة;0;sukun;السكون;السكون; 42 | 2;4;mark;علامة;A;alef;الألف;الألف; 43 | 2;4;mark;علامة;W;waw;الواو;الواو; 44 | 2;4;mark;علامة;Y;yeh;الياء;الياء; 45 | 2;4;mark;علامة;N;noon;ثبوت النون;ثبوت النون; 46 | 2;4;mark;علامة;-;undef;لاشيء;; 47 | 48 | 49 | # Procletics and prefixes 50 | ## Conjuction 51 | 3;1;conjonction;عطف;W;WAW;الواو;; 52 | 3;1;conjonction;عطف;F;FEH;الفاء;; 53 | 3;1;conjonction;عطف;-;undef;لاشيء;; 54 | ## preposition 55 | 3;2;preposition;جر;B;Beh;باء;بالباء; 56 | 3;2;preposition;جر;K;Kaf;كاف;بالكاف; 57 | 3;2;preposition;جر;L;Lam;لام;باللام; 58 | 3;2;preposition;جر;-;undef;لاشيء;; 59 | ## Definition 60 | 3;3;definite;تعريف;L;definited;معرفة;; 61 | 3;3;definite;تعريف;-;indefinite;نكرة;; 62 | 63 | 64 | ## Enclitics 65 | 3;4;encletic;ضمير متصل;H;Heh;ضمير متصل;والضمير المتصل مبني; 66 | 3;4;encletic;ضمير متصل;-;undef;لاشيء;; 67 | 68 | # Special Verb 69 | ## Istiqbal 70 | 4;1;istqbal;استقبال;s;istqbal;استقبال;استقبال; 71 | 4;1;istqbal;استقبال;-;undef;لاشيء;; 72 | ## Voice البناء 73 | 4;2;voice;بناء;a;acive voice;معلوم;مبني للمعلوم; 74 | 4;2;voice;بناء;p;acive voice;مجهول;مبني للمجهول; 75 | 4;2;voice;بناء;-;undef;لاشيء;; 76 | ## tense الزمن 77 | 4;3;tense;زمن;p;past;ماض;ماضي; 78 | 4;3;tense;زمن;f;present;مضارع;مضارع; 79 | 4;3;tense;زمن;i;imperative;أمر;أمر; 80 | 4;3;tense;زمن;-;undef;لاشيء;; 81 | ## person الشخص 82 | 4;4;person;شخص;I;1st person;متكلم;; 83 | 4;4;person;شخص;Y;2nd person;مخاطب;; 84 | 4;4;person;شخص;H;3rd person;غائب;; 85 | 4;4;person;شخص;-;undef;لاشيء;; 86 | 87 | #Parameters: must starts by #PARAM: 88 | $PARAM:TAG_PARTS_SIZES=3;4;5;5 89 | 90 | $MAP:المضارع المعلوم=مضارع;معلوم;مرفوع 91 | $MAP:المضارع المجزوم=مضارع;معلوم;مجزوم 92 | $MAP:Noun=اسم 93 | $MAP:y=متعدي 94 | $MAP:الأمر المؤكد=أمر;مؤكذ 95 | $MAP:مضاف=ضمير متصل 96 | $MAP:الأمر=أمر 97 | $MAP:هن=غائب;مؤنث;جمع 98 | $MAP:هم=غائب;مذكر;جمع 99 | $MAP:هما=غائب;مذكر;مثنى 100 | $MAP:المضارع المجهول المنصوب=مضارع;مجهول;منصوب 101 | $MAP:المضارع المجهول المجزوم=مضارع;مجهول;مجزوم 102 | $MAP:مفعول به=ضمير متصل 103 | $MAP:n=لازم 104 | $MAP:هما مؤ=غائب;مؤنث;مثنى 105 | $MAP:هي=غائب;مؤنث;مفرد 106 | $MAP:المضارع المؤكد الثقيل المجهول =مضارع;مجهول;مؤكد 107 | $MAP:هو=غائب;مذكر;مفرد 108 | $MAP:أنتِ=مخاطب;مؤنث;مفرد 109 | $MAP:المضارع المنصوب=مضارع;معلوم;منصوب 110 | $MAP:أنت=مخاطب;مذكر;مفرد 111 | $MAP:الماضي المجهول=ماضي;مجهول 112 | $MAP:أنا=متكلم;مفرد 113 | $MAP:الماضي المعلوم=ماضي;معلوم 114 | $MAP:المضارع المؤكد الثقيل=مضارع;معلوم;مؤكد 115 | $MAP:أنتما مؤ=مخاطب;مؤنث;مثنى 116 | $MAP:المضارع المجهول=مضارع;مجهول;مرفوع 117 | $MAP:أنتما=مخاطب;مذكر;مثنى 118 | $MAP:Verb=فعل 119 | $MAP:أنتم=مخاطب;مذكر;جمع 120 | $MAP:تعريف=معرفة 121 | $MAP:أنتن=مخاطب;مؤنث;جمع 122 | $MAP:نحن=متكلم;جمع 123 | 124 | -------------------------------------------------------------------------------- /tests/test_config.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # makedoc.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import sys 26 | sys.path.append('../') 27 | sys.path.append('.') 28 | import os 29 | import mysam.tag_const as tag_const 30 | import mysam.tagconfig as tagconfig 31 | 32 | import os 33 | def main(args): 34 | import pandas as pd 35 | configuer = tagconfig.tagConfig() 36 | file_conf = os.path.join( os.path.dirname(__file__), "config/tag.config") 37 | configuer.load_config(file_conf, debug=True) 38 | # display 39 | df = pd.DataFrame(tag_const.TAGSDICT) 40 | print('****tagdict ****') 41 | print(df) 42 | df2 = pd.DataFrame(tag_const.INVERSE_TAGSDICT) 43 | print('****inverse tagdict ****') 44 | print(df2) 45 | df3 = pd.DataFrame(tag_const.ATTR_TAGSDICT) 46 | print('****attr tagdict ****') 47 | print(df3) 48 | #~ df4 = pd.DataFrame(tag_const.TAGSMAP) 49 | print('****Tags MAP ****') 50 | #~ print(df4) 51 | for k in tag_const.TAGSMAP: 52 | line = u"#MAP:%s=%s"%(k, u';'.join(tag_const.TAGSMAP[k])) 53 | print(line.encode('utf8')) 54 | print('**** Structure ****') 55 | print(tag_const.TAG_PARTS_SIZES) 56 | print(configuer.tag_parts_sizes) 57 | 58 | if __name__ == '__main__': 59 | import sys 60 | sys.exit(main(sys.argv)) 61 | -------------------------------------------------------------------------------- /tests/test_maker.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # makedoc.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import sys 26 | sys.path.append('../mysam') 27 | 28 | import tagmaker 29 | import tagcoder 30 | 31 | 32 | def main(args): 33 | 34 | taglists = [[u'اسم', u'هاء', u'مجرور',], 35 | u'تعريف::مرفوع:متحرك:ينون:::'.split(":"), 36 | u'المضارع المعلوم:هو:::n:'.split(":"), 37 | u':مضاف:مجرور:متحرك:ينون:::'.split(':'), 38 | ] 39 | tag_maker = tagmaker.tagMaker() 40 | for taglist in taglists: 41 | #~ tag_maker = tagmaker.tagMaker("tag.config") 42 | tag_maker.reset() 43 | tag_maker._encode(taglist) 44 | print(u":".join(taglist)) 45 | tagstr = str(tag_maker) 46 | print(tagstr) 47 | # decode a unifed tag string 48 | print(tag_maker._decode()) 49 | print("****TagCoder****") 50 | tag_coder = tagcoder.tagCoder() 51 | for taglist in taglists: 52 | tagstr = tag_coder.encode(taglist) 53 | print(u":".join(taglist)) 54 | print(tagstr) 55 | # decode a unifed tag string 56 | taglist_decoded = tag_coder.decode(tagstr) 57 | print(taglist_decoded) 58 | taglist_decoded = [y for (x,y) in taglist_decoded ] 59 | print(taglist_decoded) 60 | # test if error 61 | tagstr2 = tag_coder.encode(taglist_decoded) 62 | if tagstr2!= tagstr: 63 | print("error on decoding\n%s\n%s"%(tagstr, tagstr2)) 64 | if __name__ == '__main__': 65 | import sys 66 | sys.exit(main(sys.argv)) 67 | -------------------------------------------------------------------------------- /tests/test_maker_readingtags.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # makedoc.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import sys 26 | sys.path.append('../') 27 | sys.path.append('.') 28 | import mysam.tagmaker as tagmaker 29 | import mysam.tag_const as tag_const 30 | 31 | 32 | def main(args): 33 | import pandas as pd 34 | # test all existing tags 35 | tag_maker = tagmaker.tagMaker() 36 | tagstr = str(tag_maker) 37 | print("----") 38 | for tag in tag_const.TAGSDICT: 39 | tagstr = str(tag_maker) 40 | tag_maker.add(tag) 41 | tagstr_new = str(tag_maker) 42 | if tagstr == tagstr_new: 43 | print(u" ".join(["error:old\t", tagstr, tag, "\n new:\t", tagstr_new]).encode('utf8')) 44 | else: 45 | print(u" ".join([tag, tagstr_new]).encode('utf8')) 46 | decode_tags = tag_maker.decode() 47 | df = pd.DataFrame(decode_tags) 48 | print(df) 49 | tag_maker.add(u"اسم") 50 | print("******Inflect", tag_maker.inflect().encode('utf8')) 51 | tag_maker.add(u"فعل") 52 | print("***Verb***Inflect", tag_maker.inflect().encode('utf8')) 53 | 54 | 55 | 56 | 57 | if __name__ == '__main__': 58 | import sys 59 | sys.exit(main(sys.argv)) 60 | -------------------------------------------------------------------------------- /tests/test_mytager.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # test_mytager.py 5 | # 6 | # Copyright 2020 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import mysam.tagmaker 25 | 26 | 27 | llist = [ 28 | [u'اسم', u'مضير متصل', u'مجرور'], 29 | ['الماضي المعلوم', 'هو', 'n', ''], 30 | ['تعريف', 'مرفوع', 'متحرك', 'ينون', '', ''], 31 | ['', '', '', 'حرف', 'تعليل', 'مبني', 'ناصب', ''], 32 | ['المضارع المعلوم', 'هو', 'n', ''], 33 | ['نقطة', 'break', '', ''], 34 | ] 35 | def test(): 36 | #~ mytagmaker = mysam.tagmaker.tagMaker("tag.config") 37 | mytagmaker = mysam.tagmaker.tagMaker() 38 | for ll in llist: 39 | mytagmaker.reset() 40 | mytagmaker.encode(ll) 41 | print(ll) 42 | inflect = u"[%s]{%s}" % (str(mytagmaker), mytagmaker.inflect()) + "
" 43 | print(inflect) 44 | 45 | 46 | if __name__ == '__main__': 47 | test() 48 | -------------------------------------------------------------------------------- /tests/test_samples.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # makedoc.py 5 | # 6 | # Copyright 2018 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | 25 | import sys 26 | sys.path.append('../') 27 | sys.path.append('.') 28 | 29 | def main(args): 30 | # exmpale for encode 31 | import mysam.tagmaker as tagmaker 32 | tag_maker = tagmaker.tagMaker() 33 | taglist = [u'اسم', u'مضير متصل', u'مجرور'] 34 | tag_maker.encode(taglist) 35 | tagstr = str(tag_maker) 36 | print(tagstr.encode('utf8')) 37 | 38 | 39 | # exmaple for decode 40 | print("***exmaple for decode***") 41 | tag_maker = tagmaker.tagMaker() 42 | tagcode = 'N--;--I-;----;---' 43 | print(tag_maker.repr(tag_maker.decode(tagcode)).encode('utf8')) 44 | 45 | print("***exmaple for inflect***") 46 | tag_maker = tagmaker.tagMaker() 47 | tagcode = 'N--;M3IY;---H;---' 48 | print(tag_maker.inflect(tagcode).encode('utf8')) 49 | 50 | print("***exmaple for add tag***") 51 | tag_maker = tagmaker.tagMaker() 52 | tagcode = 'N--;--I-;----;---' 53 | tag_new = u"تعريف" 54 | tag_maker.add(tag_new) 55 | tag_new = u"اسم" 56 | tag_maker.add(tag_new) 57 | print(str(tag_maker).encode('utf8')) 58 | 59 | print("***exmaple for has tag***") 60 | tag_maker = tagmaker.tagMaker() 61 | tagcode = 'N--;--I-;----;---' 62 | tag_search = u"مجرور" 63 | print(tag_maker.has_tag(tag_search, tagcode)) 64 | 65 | 66 | if __name__ == '__main__': 67 | import sys 68 | sys.exit(main(sys.argv)) 69 | -------------------------------------------------------------------------------- /tests/test_unit_tagcoder.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # test_unit_coder.py 5 | # 6 | # Copyright 2023 zerrouki 7 | # 8 | # This program is free software; you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation; either version 2 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # This program is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with this program; if not, write to the Free Software 20 | # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, 21 | # MA 02110-1301, USA. 22 | # 23 | # 24 | import unittest 25 | import sys 26 | import pprint 27 | # check if list are identical 28 | # using collections.Counter() 29 | import collections 30 | import pyarabic.araby as araby 31 | 32 | sys.path.append('../') 33 | import mysam.tagcoder 34 | import mysam.taginflector 35 | 36 | 37 | 38 | from fixtures import tagcode_dataset 39 | 40 | 41 | class tagCoderTestCase(unittest.TestCase): 42 | """Tests for `Lemmatizer`.""" 43 | 44 | def setUp(self): 45 | """ 46 | initial lemmatizer 47 | """ 48 | self.word_lemma_list= tagcode_dataset.Lemmas_DataSet 49 | self.limit = 1000 50 | self.mytagcoder = mysam.tagcoder.tagCoder() 51 | self.inflector = mysam.taginflector.tagInflector() 52 | 53 | 54 | def test_word_cases(self, ): 55 | """ test word case""" 56 | # ~ word = "وفي" 57 | # ~ expected_tagcode = 'V-1;F1Y-i--;---' 58 | # ~ tagscode_list = self._check_word_tags(word) 59 | # ~ print(tagscode_list) 60 | # ~ self.assertIn(expected_tagcode, tagscode_list) 61 | 62 | # ~ word = "بالمدرستين" 63 | # ~ expected_tagcode = 'NA-;F2----I;-BL' 64 | # ~ tagscode_list = self._check_word_tags(word) 65 | # ~ print(tagscode_list) 66 | # ~ self.assertIn(expected_tagcode, tagscode_list) 67 | 68 | word = "واحتاج" 69 | expected_tagcode = 'V-0;M1H-paB;W--' 70 | expected_inflect = "فعل ماض مبني على الفتح الظاهر على آخره" 71 | tags = ['الماضي المعلوم', 'هو', 'n',"مبني", 'Verb', "معطوف بالواو"] 72 | # ~ expected_tagcode = '' 73 | tagscode = self.mytagcoder.encode(tags) 74 | inflect = self.inflector.inflect(tagscode) 75 | print(word, tagscode, inflect) 76 | 77 | self.assertEqual(expected_tagcode, tagscode, "Error on tagscode") 78 | self.assertEqual(expected_inflect, inflect, "Error on Inflection") 79 | 80 | def test_get_mark_cases(self, ): 81 | """ test word case""" 82 | 83 | tagscode = 'V-0;M1H-paB;W--' 84 | expected_inflect = "فعل ماض مبني على الفتح الظاهر على آخره" 85 | tags = ['الماضي المعلوم', 'هو', 'n',"مبني", 'Verb', "معطوف بالواو"] 86 | # ~ expected_tagcode = '' 87 | inflect = self.inflector._get_verb_mark(tagscode) 88 | self.assertEqual(expected_inflect, inflect, "Error on Inflection") 89 | 90 | 91 | def test_word_inflect(self, ): 92 | """ test word case""" 93 | word = "ويحتاج" 94 | tagscode = 'V-0;M1H-faU;W--' 95 | expected_inflect = "فعل مضارع مرفوع وعلامة رفعه الضمة الظاهرة على آخره" 96 | inflect = self.inflector.inflect(tagscode) 97 | self.assertEqual(expected_inflect, inflect, "Error on Inflection") 98 | 99 | word = "ويحتاجه" 100 | tagscode = 'V-0;M1H-faU;W-H' 101 | expected_inflect = "فعل مضارع مرفوع وعلامة رفعه الضمة الظاهرة على آخره والضمير المتصل مبني في محل نصب مفعول به" 102 | inflect = self.inflector.inflect(tagscode) 103 | self.assertEqual(expected_inflect, inflect, "Error on Inflection") 104 | 105 | word = "ويحتاجانها" 106 | tagscode = 'V-0;M2H-faU;W-H' 107 | expected_inflect = "فعل مضارع مرفوع وعلامة رفعه ثبوت النون لأنه من الأفعال الخمسة وألف الاثنين: ضمير متصل مبني في محل رفع فاعل والضمير المتصل مبني في محل نصب مفعول به" 108 | inflect = self.inflector.inflect(tagscode) 109 | self.assertEqual(expected_inflect, inflect, "Error on Inflection") 110 | 111 | def test_word_addtag(self, ): 112 | """ test word case""" 113 | word = "ويحتاج" 114 | tagscode = 'V-0;M1H-faU;W--' 115 | expected_tagscode = 'V-0;M1H-faU;W-H' 116 | new_tagscode = self.mytagcoder.add_tag("ضمير متصل", tagscode) 117 | self.assertEqual(expected_tagscode, new_tagscode, "Error on adding tag") 118 | 119 | tagscode = 'V-0;M1H-faU;W-H' 120 | expected_tagscode = 'V-0;M1H-faU;W--' 121 | new_tagscode = self.mytagcoder.remove_tag("ضمير متصل", tagscode) 122 | self.assertEqual(expected_tagscode, new_tagscode, "Error on adding tag") 123 | 124 | 125 | if __name__ == '__main__': 126 | unittest.main() 127 | --------------------------------------------------------------------------------