├── CHANGELOG ├── MANIFEST.in ├── uclassify ├── __init__.py ├── uclassify_endpoints.py ├── uclassify_eh.py └── uclassify.py ├── .gitignore ├── LICENSE ├── README.txt ├── setup.py ├── README.md └── COPYING /CHANGELOG: -------------------------------------------------------------------------------- 1 | 2012-06-04 Sibi 2 | 3 | Initial Import. 4 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include LICENSE README.md README.txt COPYING CHANGELOG 2 | 3 | -------------------------------------------------------------------------------- /uclassify/__init__.py: -------------------------------------------------------------------------------- 1 | from .uclassify_eh import uClassifyError 2 | from .uclassify import uclassify 3 | 4 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.py[co] 2 | 3 | # Packages 4 | *.egg 5 | *.egg-info 6 | dist 7 | build 8 | eggs 9 | parts 10 | bin 11 | var 12 | sdist 13 | develop-eggs 14 | .installed.cfg 15 | 16 | # Installer logs 17 | pip-log.txt 18 | 19 | # Unit test / coverage reports 20 | .coverage 21 | .tox 22 | 23 | #Translations 24 | *.mo 25 | 26 | #Mr Developer 27 | .mr.developer.cfg -------------------------------------------------------------------------------- /uclassify/uclassify_endpoints.py: -------------------------------------------------------------------------------- 1 | uclassify_http_status_codes = { 2 | 2000: ('OK','Success'), 3 | 4000: ('BAD_REQUEST','The request was invalid'), 4 | 4013: ('REQUEST_ENTITY_TOO_LARGE','The request data payload is high'), 5 | 5000: ('INTERNAL_SERVER_ERROR','Problem with uClassify Servers. Check back after some time.'), 6 | 5030: ('SERVICE_UNAVAILABLE','Service currently unavailble. Try back later.') 7 | } 8 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright (C) 2012 Sibi 2 | 3 | This program is free software: you can redistribute it and/or modify 4 | it under the terms of the GNU General Public License as published by 5 | the Free Software Foundation, either version 3 of the License, or 6 | (at your option) any later version. 7 | 8 | This program is distributed in the hope that it will be useful, 9 | but WITHOUT ANY WARRANTY; without even the implied warranty of 10 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 11 | GNU General Public License for more details. 12 | 13 | You should have received a copy of the GNU General Public License 14 | along with this program. If not, see . 15 | -------------------------------------------------------------------------------- /README.txt: -------------------------------------------------------------------------------- 1 | pyuClassify 2 | ============ 3 | 4 | pyuClassify_ is an Python Wrapper for accessing uClassify_ services. 5 | 6 | ``pyuClassify`` provides a API for accessing services of uclassify.com. 7 | 8 | .. _pyuClassify: https://github.com/psibi/pyuClassify 9 | .. _uClassify: http://www.uclassify.com 10 | 11 | Installation 12 | ------------- 13 | 14 | It is very easy to install pyuClassify. 15 | 16 | (pip install | easy_install) uclassify 17 | 18 | ... or in the traditional way: 19 | 20 | git clone git://github.com/psibi/pyuClassify.git 21 | cd uclassify 22 | python setup.py install 23 | 24 | Bug Report 25 | ----------- 26 | 27 | Submit it here_. 28 | 29 | .. _here: https://github.com/psibi/pyuClassify/issues 30 | 31 | License 32 | -------- 33 | GNU General Public License v3 (GPLv3) 34 | 35 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | from setuptools import setup 4 | from setuptools import find_packages 5 | 6 | __author__ = 'Sibi ' 7 | __version__ = '1.0.0' #major.minor.micro 8 | 9 | setup( 10 | # Basic package information. 11 | name='uclassify', 12 | version=__version__, 13 | packages=find_packages(), 14 | 15 | # Packaging options. 16 | include_package_data=True, 17 | 18 | # Package dependencies. 19 | install_requires=['requests'], 20 | 21 | # Metadata for PyPI. 22 | author='Sibi', 23 | author_email='sibi@psibi.in', 24 | license='GNU GPLv3', 25 | url='https://github.com/psibi/pyuClassify', 26 | keywords='uClassify API', 27 | description='Python Wrapper for accessing uClassify services', 28 | long_description=open('README.txt').read(), 29 | classifiers=[ 30 | 'Development Status :: 4 - Beta', 31 | 'Intended Audience :: Developers', 32 | 'License :: OSI Approved :: GNU General Public License v3 (GPLv3)', 33 | 'Topic :: Software Development :: Libraries :: Python Modules', 34 | 'Topic :: Internet' 35 | ] 36 | ) 37 | -------------------------------------------------------------------------------- /uclassify/uclassify_eh.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Copyright (C) 2012 Sibi 3 | # 4 | # This file is part of pyuClassify. 5 | # 6 | # pyuClassify program is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # pyuClassify program is free software: you can redistribute it and/or modify 12 | # it under the terms of the GNU General Public License as published by 13 | # the Free Software Foundation, either version 3 of the License, or 14 | # (at your option) any later version. 15 | # 16 | # pyuClassify program is distributed in the hope that it will be useful, 17 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 18 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 19 | # GNU General Public License for more details. 20 | # 21 | # You should have received a copy of the GNU General Public License 22 | # along with pyuClassify. If not, see . 23 | # 24 | # Author: Sibi 25 | from .uclassify_endpoints import uclassify_http_status_codes 26 | 27 | class uClassifyError(Exception): 28 | """ 29 | Generic error class, catches all the uClassify issues. 30 | """ 31 | def __init__(self,msg,error_code=None): 32 | self.msg = msg 33 | self.error_code = error_code 34 | 35 | if error_code is not None and error_code in uclassify_http_status_codes: 36 | self.msg = '%s: %s --%s' % (uclassify_http_status_codes[error_code][0],uclassify_http_status_codes[error_code][1],self.msg) 37 | 38 | def __str__(self): 39 | return repr(self.msg) 40 | 41 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | pyuClassify 2 | ------------ 3 | 4 | Python Wrapper for accessing uClassify services. 5 | 6 | Currently supports following operation: 7 | 8 | 1. Creates Classifier 9 | 2. Classify 10 | 3. Classify Keywords 11 | 4. getInformation 12 | 5. addClass 13 | 6. removeClass 14 | 7. Train 15 | 8. Untrain 16 | 9. removeClassifier 17 | 18 | Installation: 19 | ------------- 20 | 21 | It is very easy to install pyuClassify. 22 | 23 | (pip install | easy_install) uclassify 24 | 25 | ... or in the traditional way: 26 | 27 | $ git clone git://github.com/psibi/pyuClassify.git 28 | $ cd uclassify 29 | $ sudo python setup.py install 30 | 31 | 32 | Usage: 33 | ------ 34 | 35 | An example of how to use the API. 36 | 37 | from uclassify import uclassify 38 | 39 | a = uclassify() 40 | a.setWriteApiKey(WRITE_API_KEY) 41 | a.setReadApiKey(READ_API_KEY) 42 | 43 | a.create("ManorWoman") #Creates Classifier named "ManorWoman" 44 | 45 | a.addClass(["man","woman"],"ManorWoman") #Adds two class named "man" and "woman" to the classifier "ManorWoman" 46 | 47 | a.train(["Her hair is so nice!!","I wish I had more cosmetic.","I like those ice creams."],"woman","ManorWoman") 48 | #The above function trains three sentences for the class "woman" on the classifier "ManorWoman" 49 | 50 | d = a.classify(["sample text1","sample text2"],"ManorWoman") 51 | #Now the list d will contain the following value [('sample text1', u'0', [(u'man', u'0.5'), (u'woman', u'0.5')]), ('sample text2', u'0', [(u'man', u'0.5'), (u'woman', u'0.5')])] 52 | 53 | 54 | License: 55 | -------- 56 | GNU General Public License v3 (GPLv3) 57 | 58 | Bug Report: 59 | ----------- 60 | Issue it here: https://github.com/psibi/pyuClassify/issues 61 | 62 | 63 | -------------------------------------------------------------------------------- /uclassify/uclassify.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Copyright (C) 2012 Sibi 3 | # 4 | # This file is part of pyuClassify. 5 | # 6 | # pyuClassify program is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # pyuClassify program is free software: you can redistribute it and/or modify 12 | # it under the terms of the GNU General Public License as published by 13 | # the Free Software Foundation, either version 3 of the License, or 14 | # (at your option) any later version. 15 | # 16 | # pyuClassify program is distributed in the hope that it will be useful, 17 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 18 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 19 | # GNU General Public License for more details. 20 | # 21 | # You should have received a copy of the GNU General Public License 22 | # along with pyuClassify. If not, see . 23 | # 24 | # Author: Sibi 25 | 26 | from xml.dom.minidom import Document 27 | from time import gmtime, strftime 28 | from .uclassify_eh import uClassifyError 29 | import xml.dom.minidom 30 | import requests 31 | import base64 32 | 33 | class uclassify: 34 | def __init__(self): 35 | self.api_url = "http://api.uclassify.com" 36 | self.writeApiKey=None 37 | self.readApiKey=None 38 | 39 | def setWriteApiKey(self,key): 40 | self.writeApiKey = key 41 | 42 | def setReadApiKey(self,key): 43 | self.readApiKey = key 44 | 45 | def _buildbasicXMLdoc(self): 46 | doc = Document() 47 | root_element = doc.createElementNS('http://api.uclassify.com/1/RequestSchema', 'uclassify') 48 | root_element.setAttribute("version", "1.01") 49 | root_element.setAttribute("xmlns", "http://api.uclassify.com/1/RequestSchema") 50 | doc.appendChild(root_element) 51 | #texts = doc.createElement("texts") 52 | #root_element.appendChild(texts) 53 | #print(doc.toprettyxml()) 54 | return doc,root_element 55 | 56 | def _getText(self,nodelist): 57 | rc = [] 58 | for node in nodelist: 59 | if node.nodeType == node.TEXT_NODE: 60 | rc.append(node.data) 61 | return ''.join(rc) 62 | 63 | def _getResponseCode(self,content): 64 | """Returns the status code from the content. 65 | :param content: (required) XML Response content 66 | """ 67 | doc = xml.dom.minidom.parseString(content) 68 | node = doc.documentElement 69 | status = node.getElementsByTagName("status") 70 | success = status[0].getAttribute("success") 71 | status_code = status[0].getAttribute("statusCode") 72 | text = self._getText(status[0].childNodes) 73 | return success, status_code, text 74 | 75 | def create(self,classifierName): 76 | """Creates a new classifier. 77 | :param classifierName: (required) The Classifier Name you are going to create. 78 | """ 79 | doc,root_element = self._buildbasicXMLdoc() 80 | writecalls = doc.createElement("writeCalls") 81 | writecalls.setAttribute("writeApiKey",self.writeApiKey) #Add exception handling here 82 | writecalls.setAttribute("classifierName",classifierName) 83 | create = doc.createElement("create") 84 | cur_time = strftime("%Y%m%d%H%M", gmtime()) 85 | create.setAttribute("id",cur_time + "create" + classifierName) 86 | root_element.appendChild(writecalls) 87 | writecalls.appendChild(create) 88 | r = requests.post(self.api_url,doc.toxml()) 89 | if r.status_code == 200: 90 | success, status_code, text = self._getResponseCode(r.content) 91 | if success == "false": 92 | raise uClassifyError(text,status_code) 93 | else: 94 | raise uClassifyError("Bad XML Request Sent") 95 | 96 | def addClass(self,className,classifierName): 97 | """Adds class to an existing Classifier. 98 | :param className: (required) A List containing various classes that has to be added for the given Classifier. 99 | :param classifierName: (required) Classifier where the classes will be added to. 100 | """ 101 | doc, root_element = self._buildbasicXMLdoc() 102 | writecalls = doc.createElement("writeCalls") 103 | if self.writeApiKey == None: 104 | raise uClassifyError("Write API Key not Initialized") 105 | writecalls.setAttribute("writeApiKey",self.writeApiKey) 106 | writecalls.setAttribute("classifierName",classifierName) 107 | root_element.appendChild(writecalls) 108 | for clas in className: 109 | addclass = doc.createElement("addClass") 110 | addclass.setAttribute("id","AddClass" + clas) 111 | addclass.setAttribute("className",clas) 112 | writecalls.appendChild(addclass) 113 | r = requests.post(self.api_url,doc.toxml()) 114 | if r.status_code == 200: 115 | success, status_code, text = self._getResponseCode(r.content) 116 | if success == "false": 117 | raise uClassifyError(text,status_code) 118 | else: 119 | raise uClassifyError("Bad XML Request Sent") 120 | 121 | def removeClass(self,className,classifierName): 122 | """Removes class from an existing Classifier. 123 | :param className: (required) A List containing various classes that will be removed from the given Classifier. 124 | :param classifierName: (required) Classifier 125 | """ 126 | doc, root_element = self._buildbasicXMLdoc() 127 | writecalls = doc.createElement("writeCalls") 128 | if self.writeApiKey == None: 129 | raise uClassifyError("Write API Key not Initialized") 130 | writecalls.setAttribute("writeApiKey",self.writeApiKey) 131 | writecalls.setAttribute("classifierName",classifierName) 132 | root_element.appendChild(writecalls) 133 | for clas in className: 134 | addclass = doc.createElement("removeClass") 135 | addclass.setAttribute("id","removeClass" + clas) 136 | addclass.setAttribute("className",clas) 137 | writecalls.appendChild(addclass) 138 | r = requests.post(self.api_url,doc.toxml()) 139 | if r.status_code == 200: 140 | success, status_code, text = self._getResponseCode(r.content) 141 | if success == "false": 142 | raise uClassifyError(text,status_code) 143 | else: 144 | raise uClassifyError("Bad XML Request Sent") 145 | 146 | def train(self,texts,className,classifierName): 147 | """Performs training on a single classs. 148 | :param texts: (required) A List of text used up for training. 149 | :param className: (required) Name of the class that needs to be trained. 150 | :param classifierName: (required) Name of the Classifier 151 | """ 152 | base64texts = [] 153 | for text in texts: 154 | base64_text = base64.b64encode(text.encode('utf-8')) 155 | base64texts.append(base64_text) 156 | doc,root_element = self._buildbasicXMLdoc() 157 | textstag = doc.createElement("texts") 158 | writecalls = doc.createElement("writeCalls") 159 | if self.writeApiKey == None: 160 | raise uClassifyError("Write API Key not Initialized") 161 | writecalls.setAttribute("writeApiKey",self.writeApiKey) 162 | writecalls.setAttribute("classifierName",classifierName) 163 | root_element.appendChild(textstag) 164 | root_element.appendChild(writecalls) 165 | counter = 1 166 | for text in base64texts: 167 | textbase64 = doc.createElement("textBase64") 168 | traintag = doc.createElement("train") 169 | textbase64.setAttribute("id",className + "Text" + str(counter)) 170 | ptext = doc.createTextNode(text.decode('utf-8')) 171 | textbase64.appendChild(ptext) 172 | textstag.appendChild(textbase64) 173 | traintag.setAttribute("id","Train"+className+ str(counter)) 174 | traintag.setAttribute("className",className) 175 | traintag.setAttribute("textId",className + "Text" + str(counter)) 176 | counter = counter + 1 177 | writecalls.appendChild(traintag) 178 | r = requests.post(self.api_url,doc.toxml()) 179 | if r.status_code == 200: 180 | success, status_code, text = self._getResponseCode(r.content) 181 | if success == "false": 182 | raise uClassifyError(text,status_code) 183 | else: 184 | raise uClassifyError("Bad XML Request Sent") 185 | 186 | def untrain(self,texts,className,classifierName): 187 | """Performs untraining on text for a specific class. 188 | :param texts: (required) A List of text used up for training. 189 | :param className: (required) Name of the class. 190 | :param classifierName: (required) Name of the Classifier 191 | """ 192 | base64texts = [] 193 | for text in texts: 194 | base64_text = base64.b64encode(text.encode('utf-8')) 195 | base64texts.append(base64_text) 196 | doc,root_element = self._buildbasicXMLdoc() 197 | textstag = doc.createElement("texts") 198 | writecalls = doc.createElement("writeCalls") 199 | if self.writeApiKey == None: 200 | raise uClassifyError("Write API Key not Initialized") 201 | writecalls.setAttribute("writeApiKey",self.writeApiKey) 202 | writecalls.setAttribute("classifierName",classifierName) 203 | root_element.appendChild(textstag) 204 | root_element.appendChild(writecalls) 205 | counter = 1 206 | for text in base64texts: 207 | textbase64 = doc.createElement("textBase64") 208 | traintag = doc.createElement("untrain") 209 | textbase64.setAttribute("id",className + "Text" + str(counter)) 210 | ptext = doc.createTextNode(text.decode('utf-8')) 211 | textbase64.appendChild(ptext) 212 | textstag.appendChild(textbase64) 213 | traintag.setAttribute("id","Untrain"+className+ str(counter)) 214 | traintag.setAttribute("className",className) 215 | traintag.setAttribute("textId",className + "Text" + str(counter)) 216 | counter = counter + 1 217 | writecalls.appendChild(traintag) 218 | r = requests.post(self.api_url,doc.toxml()) 219 | if r.status_code == 200: 220 | success, status_code, text = self._getResponseCode(r.content) 221 | if success == "false": 222 | raise uClassifyError(text,status_code) 223 | else: 224 | raise uClassifyError("Bad XML Request Sent") 225 | 226 | def classify(self,texts,classifierName,username = None): 227 | """Performs classification on texts. 228 | :param texts: (required) A List of texts that needs to be classified. 229 | :param classifierName: (required) Classifier Name 230 | :param username: (optional): Name of the user, under whom the classifier exists. 231 | """ 232 | doc,root_element = self._buildbasicXMLdoc() 233 | textstag = doc.createElement("texts") 234 | readcalls = doc.createElement("readCalls") 235 | if self.readApiKey == None: 236 | raise uClassifyError("Read API Key not Initialized") 237 | readcalls.setAttribute("readApiKey",self.readApiKey) 238 | root_element.appendChild(textstag) 239 | root_element.appendChild(readcalls) 240 | base64texts = [] 241 | for text in texts: 242 | base64_text = base64.b64encode(text.encode('utf-8')) 243 | base64texts.append(base64_text) 244 | counter = 1 245 | for text in base64texts: 246 | textbase64 = doc.createElement("textBase64") 247 | classifytag = doc.createElement("classify") 248 | textbase64.setAttribute("id","Classifytext"+ str(counter)) 249 | ptext = doc.createTextNode(text.decode('utf-8')) 250 | textbase64.appendChild(ptext) 251 | classifytag.setAttribute("id","Classify"+ str(counter)) 252 | classifytag.setAttribute("classifierName",classifierName) 253 | classifytag.setAttribute("textId","Classifytext"+str(counter)) 254 | if username != None: 255 | classifytag.setAttribute("username",username) 256 | textstag.appendChild(textbase64) 257 | readcalls.appendChild(classifytag) 258 | counter = counter + 1 259 | r = requests.post(self.api_url,doc.toxml()) 260 | if r.status_code == 200: 261 | success, status_code, text = self._getResponseCode(r.content) 262 | if success == "false": 263 | raise uClassifyError(text,status_code) 264 | else: 265 | return self.parseClassifyResponse(r.content,texts) 266 | else: 267 | raise uClassifyError("Bad XML Request Sent") 268 | 269 | def parseClassifyResponse(self,content,texts): 270 | """Parses the Classifier response from the server. 271 | :param content: (required) XML Response from server. 272 | """ 273 | counter = 0 274 | doc = xml.dom.minidom.parseString(content) 275 | node = doc.documentElement 276 | result = [] 277 | classifytags = node.getElementsByTagName("classification") 278 | for classi in classifytags: 279 | text_coverage = classi.getAttribute("textCoverage") 280 | classtags = classi.getElementsByTagName("class") 281 | cresult = [] 282 | for ctag in classtags: 283 | classname = ctag.getAttribute("className") 284 | cper = ctag.getAttribute("p") 285 | tup = (classname,cper) 286 | cresult.append(tup) 287 | result.append((texts[counter],text_coverage,cresult)) 288 | counter = counter + 1 289 | return result 290 | 291 | def classifyKeywords(self,texts,classifierName,username = None): 292 | """Performs classification on texts. 293 | :param texts: (required) A List of texts that needs to be classified. 294 | :param classifierName: (required) Classifier Name 295 | :param username: (optional): Name of the user, under whom the classifier exists. 296 | """ 297 | doc,root_element = self._buildbasicXMLdoc() 298 | textstag = doc.createElement("texts") 299 | readcalls = doc.createElement("readCalls") 300 | if self.readApiKey == None: 301 | raise uClassifyError("Read API Key not Initialized") 302 | readcalls.setAttribute("readApiKey",self.readApiKey) 303 | root_element.appendChild(textstag) 304 | root_element.appendChild(readcalls) 305 | base64texts = [] 306 | for text in texts: 307 | base64_text = base64.b64encode(text.encode('utf-8')) 308 | base64texts.append(base64_text) 309 | counter = 1 310 | for text in base64texts: 311 | textbase64 = doc.createElement("textBase64") 312 | classifytag = doc.createElement("classifyKeywords") 313 | textbase64.setAttribute("id","Classifytext"+ str(counter)) 314 | ptext = doc.createTextNode(text.decode('utf-8')) 315 | textbase64.appendChild(ptext) 316 | classifytag.setAttribute("id","Classify"+ str(counter)) 317 | classifytag.setAttribute("classifierName",classifierName) 318 | classifytag.setAttribute("textId","Classifytext"+str(counter)) 319 | if username != None: 320 | classifytag.setAttribute("username",username) 321 | textstag.appendChild(textbase64) 322 | readcalls.appendChild(classifytag) 323 | counter = counter + 1 324 | r = requests.post(self.api_url,doc.toxml()) 325 | if r.status_code == 200: 326 | success, status_code, text = self._getResponseCode(r.content) 327 | if success == "false": 328 | raise uClassifyError(text,status_code) 329 | else: 330 | return self.parseClassifyResponse(r.content,texts) 331 | else: 332 | raise uClassifyError("Bad XML Request Sent") 333 | 334 | def parseClassifyKeywordResponse(self,content,texts): 335 | """Parses the Classifier response from the server. 336 | :param content: (required) XML Response from server. 337 | """ 338 | counter = 0 339 | doc = xml.dom.minidom.parseString(content) 340 | node = doc.documentElement 341 | result = [] 342 | keyw = [] 343 | classifytags = node.getElementsByTagName("classification") 344 | keywordstags = node.getElementsByTagName("keywords") 345 | for keyword in keywordstags: 346 | classtags = keyword.getElementsByTagName("class") 347 | for ctag in classtags: 348 | kw = ctag.firstChild.data 349 | if kw != "": 350 | keyw.append(kw) 351 | for classi in classifytags: 352 | text_coverage = classi.getAttribute("textCoverage") 353 | classtags = classi.getElementsByTagName("class") 354 | cresult = [] 355 | for ctag in classtags: 356 | classname = ctag.getAttribute("className") 357 | cper = ctag.getAttribute("p") 358 | tup = (classname,cper) 359 | cresult.append(tup) 360 | result.append((texts[counter],text_coverage,cresult,keyw)) 361 | counter = counter + 1 362 | return result 363 | 364 | def getInformation(self,classifierName): 365 | """Returns Information about the Classifier in a List. 366 | :param classifierName: (required) Classifier Name 367 | """ 368 | doc,root_element = self._buildbasicXMLdoc() 369 | readcalls = doc.createElement("readCalls") 370 | if self.readApiKey == None: 371 | raise uClassifyError("Read API Key not Initialized") 372 | readcalls.setAttribute("readApiKey",self.readApiKey) 373 | root_element.appendChild(readcalls) 374 | getinfotag = doc.createElement("getInformation") 375 | getinfotag.setAttribute("id","GetInformation") 376 | getinfotag.setAttribute("classifierName",classifierName) 377 | readcalls.appendChild(getinfotag) 378 | r = requests.post(self.api_url,doc.toxml()) 379 | if r.status_code == 200: 380 | success, status_code, text = self._getResponseCode(r.content) 381 | if success == "false": 382 | raise uClassifyError(text,status_code) 383 | else: 384 | return self._parseClassifierInformation(r.content) 385 | else: 386 | raise uClassifyError("Bad XML Request Sent") 387 | 388 | def _parseClassifierInformation(self,content): 389 | doc = xml.dom.minidom.parseString(content) 390 | node = doc.documentElement 391 | classinfo = node.getElementsByTagName("classInformation") 392 | result = [] 393 | for classes in classinfo: 394 | cname = classes.getAttribute("className") 395 | uf = classes.getElementsByTagName("uniqueFeatures") 396 | tc = classes.getElementsByTagName("totalCount") 397 | for uniquef in uf: 398 | uf_data = uniquef.firstChild.data 399 | for totalc in tc: 400 | tc_data = totalc.firstChild.data 401 | result.append((cname,uf_data,tc_data)) 402 | return result 403 | 404 | def removeClassifier(self,classifierName): 405 | """Removes Classifier. 406 | :param classifierName(required): Classifier Name 407 | """ 408 | doc,root_element = self._buildbasicXMLdoc() 409 | writecalls = doc.createElement("writeCalls") 410 | if self.writeApiKey == None: 411 | raise uClassifyError("Write API Key not Initialized") 412 | writecalls.setAttribute("writeApiKey",self.writeApiKey) 413 | writecalls.setAttribute("classifierName",classifierName) 414 | removetag = doc.createElement("remove") 415 | removetag.setAttribute("id","Remove") 416 | root_element.appendChild(writecalls) 417 | writecalls.appendChild(removetag) 418 | r = requests.post(self.api_url,doc.toxml()) 419 | if r.status_code == 200: 420 | success, status_code, text = self._getResponseCode(r.content) 421 | if success == "false": 422 | raise uClassifyError(text,status_code) 423 | else: 424 | raise uClassifyError("Bad XML Request Sent") 425 | 426 | 427 | if __name__ == "__main__": 428 | a = uclassify() 429 | a.setWriteApiKey("fsqAft7Hs29BgAc1AWeCIWdGnY") 430 | a.setReadApiKey("aD02ApbU29kNOG2xezDGXPEIck") 431 | #a.create("ManorWoma") 432 | #a.addClass(["man","woman"],"ManorWoma") 433 | #a.train(["dffddddddteddddxt1","teddddxfddddddddt2","taaaaffaaaaaedddddddddddddxt3"],"woman","ManorWoma") 434 | #d =a.classifyKeywords(["helloof the jungle","madam of the bses","bye jungli billi"],"ManorWoma") 435 | #a.getInformation("ManorWoma") 436 | #a.removeClassifier("Freak") 437 | a.removeClass(["man"],"ManorWoma") 438 | -------------------------------------------------------------------------------- /COPYING: -------------------------------------------------------------------------------- 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. By contrast, 15 | the GNU General Public License is intended to guarantee your freedom to 16 | share and change all versions of a program--to make sure it remains free 17 | software for all its users. We, the Free Software Foundation, use the 18 | GNU General Public License for most of our software; it applies also to 19 | any other work released this way by its authors. You can apply it to 20 | your programs, too. 21 | 22 | When we speak of free software, we are referring to freedom, not 23 | price. Our General Public Licenses are designed to make sure that you 24 | have the freedom to distribute copies of free software (and charge for 25 | them if you wish), that you receive source code or can get it if you 26 | want it, that you can change the software or use pieces of it in new 27 | free programs, and that you know you can do these things. 28 | 29 | To protect your rights, we need to prevent others from denying you 30 | these rights or asking you to surrender the rights. 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Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | --------------------------------------------------------------------------------