Commit 9214de59 authored by Noah Brackenbury's avatar Noah Brackenbury

Merge branch 'business_bot' of https://lab.nexedi.com/brackenburyn/erp5 into business_bot

parents 9d71c913 a23e6d78
def WebMessage_parseWebMessage(self):
'''
This function automatically determines the keywords/subject/tags of a message
in order to follow up on it
'''
import pickle
message = self.getObject()
portal=self.getPortalObject()
people = portal.person_module
text_content = message.getTextContent()
suggested_subject_list = []
sender_info=False
# process header and create person for response
line_array = [line for line in text_content.splitlines() if line.strip() != '']
if line_array[0][:14] == "<p>&nbsp; Name":
sender_info=True
line_array[:4] = [line.split(':')[1][:-4] for line in line_array[:4]]
name = line_array[0]
email = line_array[2][1:]
line_array = line_array[4:]
line_array[0] = line_array[0].split(':')[1]
new_id = str(people.generateNewId())
self.portal_types.constructContent(
type_name="Person",
container=people,
id=new_id
)
person = people[new_id]
(first_name, last_name) = (name.split()[0], name.split()[1])
person.edit(first_name=first_name, last_name=last_name)
person.setEmailText(email)
message.setSource("person_module/" + new_id)
text = ' '.join(line_array)
# get model from file
kw = dict(portal_type = 'File', \
reference='ai_business_bot',
title="AI Business Bot")
erp5_file = portal.portal_catalog.getResultValue(**kw)
model_as_string = erp5_file.getData()
model = pickle.loads(model_as_string)
language_arrays = model[0]
tag_arrays = model[1]
stopwords_arrays = model[2]
# determine language of message
message_language = "en"
languages = language_arrays.keys()
language_relevance = {languages[i]:0 for i in range(len(languages))}
for word in text_content:
for language in languages:
if word in language_arrays[language]:
word_relevance = (language_arrays[language][word])/(list(language_arrays[language].values())[0])
language_relevance[language] = language_relevance[language] + word_relevance
message_language = max(language_relevance, key=language_relevance.get)
# clean up text for analysis
import string
exclude = set(string.punctuation)
text = text_content.lower()
text = ''.join(ch for ch in text if ch not in exclude)
text = [w for w in text if w not in stopwords_arrays[message_language]]
# determine relevance of each tag to message
tag_array = tag_arrays[message_language]
tags = tag_array.keys()
tag_relevance = {tags[i]:0 for i in range(len(tags))}
for word in text:
for t in range(len(tags)):
if word in tag_array[tags[t]]:
word_relevance = (tag_array[tags[t]][word]/list(tag_array[tags[t]].values())[0])
tag_relevance[tags[t]] = tag_relevance[tags[t]] + word_relevance
# apply tags
average_relevance = sum(tag_relevance.values()) / float(len(tag_relevance.values()))
for t in tag_relevance:
if tag_relevance[t] >= average_relevance*2:
suggested_subject_list.append(t)
message.setSubjectList(suggested_subject_list)
if sender_info:
return self.WebMessage_followUpWebMessage(tags=suggested_subject_list)
else:
return self.Base_redirect()
\ No newline at end of file
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Extension Component" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_recorded_property_dict</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>Parse Web Message</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>extension.erp5.ParseWebMessage</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Extension Component</string> </value>
</item>
<item>
<key> <string>sid</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>version</string> </key>
<value> <string>erp5</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>component_validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.patches.WorkflowTool"/>
</pickle>
<pickle>
<tuple>
<none/>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</tuple>
</pickle>
</record>
</ZopeData>
def WebMessage_setModel(self):
"""
Make dictionaries of word counts and save it in ZODB.
For AI Business Bot for web messages.
"""
from Products.ZSQLCatalog.SQLCatalog import Query
from Products.ZSQLCatalog.SQLCatalog import NegatedQuery
import datetime
import time
import pickle
# instantiate arrays
stopwords_arrays = {}
stopwords_arrays["en"] = ['p', 'a', 'about', 'above', 'after', 'again', 'against', 'all', 'am', 'an', 'and', 'any', 'are', "aren't", 'as', 'at', 'be', 'because', 'been', 'before', 'being', 'below', 'between', 'both', 'but', 'by', "can't", 'cannot', 'could', "couldn't", 'did', "didn't", 'do', 'does', "doesn't", 'doing', "don't", 'down', 'during', 'each', 'few', 'for', 'from', 'further', 'had', "hadn't", 'has', "hasn't", 'have', "haven't", 'having', 'he', "he'd", "he'll", "he's", 'her', 'here', "here's", 'hers', 'herself', 'him', 'himself', 'his', 'how', "how's", 'i', "i'd", "i'll", "i'm", "i've", 'if', 'in', 'into', 'is', "isn't", 'it', "it's", 'its', 'itself', "let's", 'me', 'more', 'most', "mustn't", 'my', 'myself', 'no', 'nor', 'not', 'of', 'off', 'on', 'once', 'only', 'or', 'other', 'ought', 'our', 'ours\tourselves', 'out', 'over', 'own', 'same', "shan't", 'she', "she'd", "she'll", "she's", 'should', "shouldn't", 'so', 'some', 'such', 'than', 'that', "that's", 'the', 'their', 'theirs', 'them', 'themselves', 'then', 'there', "there's", 'these', 'they', "they'd", "they'll", "they're", "they've", 'this', 'those', 'through', 'to', 'too', 'under', 'until', 'up', 'very', 'was', "wasn't", 'we', "we'd", "we'll", "we're", "we've", 'were', "weren't", 'what', "what's", 'when', "when's", 'where', "where's", 'which', 'while', 'who', "who's", 'whom', 'why', "why's", 'with', "won't", 'would', "wouldn't", 'you', "you'd", "you'll", "you're", "you've", 'your', 'yours', 'yourself', 'yourselves']
stopwords_arrays["fr"] = ['p', 'alors', 'au', 'aucuns', 'aussi', 'autre', 'avant', 'avec', 'avoir', 'bon', 'car', 'ce', 'cela', 'ces', 'ceux', 'chaque', 'ci', 'comme', 'comment', 'dans', 'des', 'du', 'dedans', 'dehors', 'depuis', 'devrait', 'doit', 'donc', 'dos', 'd\xc3\xa9but', 'elle', 'elles', 'en', 'encore', 'essai', 'est', 'et', 'eu', 'fait', 'faites', 'fois', 'font', 'hors', 'ici', 'il', 'ils', 'je', 'juste', 'la', 'le', 'les', 'leur', 'l\xc3\xa0', 'ma', 'maintenant', 'mais', 'mes', 'mine', 'moins', 'mon', 'mot', 'm\xc3\xaame', 'ni', 'nomm\xc3\xa9s', 'notre', 'nous', 'ou', 'o\xc3\xb9', 'par', 'parce', 'pas', 'peut', 'peu', 'plupart', 'pour', 'pourquoi', 'quand', 'que', 'quel', 'quelle', 'quelles', 'quels', 'qui', 'sa', 'sans', 'ses', 'seulement', 'si', 'sien', 'son', 'sont', 'sous', 'soyez', 'sujet', 'sur', 'ta', 'tandis', 'tellement', 'tels', 'tes', 'ton', 'tous', 'tout', 'trop', 'tr\xc3\xa8s', 'tu', 'voient', 'vont', 'votre', 'vous', 'vu', '\xc3\xa7a', '\xc3\xa9taient', '\xc3\xa9tat', '\xc3\xa9tions', '\xc3\xa9t\xc3\xa9', '\xc3\xaatre']
stopwords_arrays["pt"] = ['p', 'a', 'ainda', 'alem', 'ambas', 'ambos', 'antes', 'ao', 'aonde', 'aos', 'apos', 'aquele', 'aqueles', 'as', 'assim', 'com', 'como', 'contra', 'contudo', 'cuja', 'cujas', 'cujo', 'cujos', 'da', 'das', 'de', 'dela', 'dele', 'deles', 'demais', 'depois', 'desde', 'desta', 'deste', 'dispoe', 'dispoem', 'diversa', 'diversas', 'diversos', 'do', 'dos', 'durante', 'e', 'ela', 'elas', 'ele', 'eles', 'em', 'entao', 'entre', 'essa', 'essas', 'esse', 'esses', 'esta', 'estas', 'este', 'estes', 'ha', 'isso', 'isto', 'logo', 'mais', 'mas', 'mediante', 'menos', 'mesma', 'mesmas', 'mesmo', 'mesmos', 'na', 'nas', 'nao', 'nas', 'nem', 'nesse', 'neste', 'nos', 'o', 'os', 'ou', 'outra', 'outras', 'outro', 'outros', 'pelas', 'pelas', 'pelo', 'pelos', 'perante', 'pois', 'por', 'porque', 'portanto', 'proprio', 'propios', 'quais', 'qual', 'qualquer', 'quando', 'quanto', 'que', 'quem', 'quer', 'se', 'seja', 'sem', 'sendo', 'seu', 'seus', 'sob', 'sobre', 'sua', 'suas', 'tal', 'tambem', 'teu', 'teus', 'toda', 'todas', 'todo', 'todos', 'tua', 'tuas', 'tudo', 'um', 'uma', 'umas', 'uns']
stopwords_arrays["ja"] = ['p', '\xe3\x81\x93\xe3\x82\x8c', '\xe3\x81\x9d\xe3\x82\x8c', '\xe3\x81\x82\xe3\x82\x8c', '\xe3\x81\x93\xe3\x81\xae', '\xe3\x81\x9d\xe3\x81\xae', '\xe3\x81\x82\xe3\x81\xae', '\xe3\x81\x93\xe3\x81\x93', '\xe3\x81\x9d\xe3\x81\x93', '\xe3\x81\x82\xe3\x81\x9d\xe3\x81\x93', '\xe3\x81\x93\xe3\x81\xa1\xe3\x82\x89', '\xe3\x81\xa9\xe3\x81\x93', '\xe3\x81\xa0\xe3\x82\x8c', '\xe3\x81\xaa\xe3\x81\xab', '\xe3\x81\xaa\xe3\x82\x93', '\xe4\xbd\x95', '\xe7\xa7\x81', '\xe8\xb2\xb4\xe6\x96\xb9', '\xe8\xb2\xb4\xe6\x96\xb9\xe6\x96\xb9', '\xe6\x88\x91\xe3\x80\x85', '\xe7\xa7\x81\xe9\x81\x94', '\xe3\x81\x82\xe3\x81\xae\xe4\xba\xba', '\xe3\x81\x82\xe3\x81\xae\xe3\x81\x8b\xe3\x81\x9f', '\xe5\xbd\xbc\xe5\xa5\xb3', '\xe5\xbd\xbc', '\xe3\x81\xa7\xe3\x81\x99', '\xe3\x81\x82\xe3\x82\x8a\xe3\x81\xbe\xe3\x81\x99', '\xe3\x81\x8a\xe3\x82\x8a\xe3\x81\xbe\xe3\x81\x99', '\xe3\x81\x84\xe3\x81\xbe\xe3\x81\x99', '\xe3\x81\xaf', '\xe3\x81\x8c', '\xe3\x81\xae', '\xe3\x81\xab', '\xe3\x82\x92', '\xe3\x81\xa7', '\xe3\x81\x88', '\xe3\x81\x8b\xe3\x82\x89', '\xe3\x81\xbe\xe3\x81\xa7', '\xe3\x82\x88\xe3\x82\x8a', '\xe3\x82\x82', '\xe3\x81\xa9\xe3\x81\xae', '\xe3\x81\xa8', '\xe3\x81\x97', '\xe3\x81\x9d\xe3\x82\x8c\xe3\x81\xa7', '\xe3\x81\x97\xe3\x81\x8b\xe3\x81\x97']
stopwords_arrays["es"] = ['p', 'un', 'una', 'unas', 'unos', 'uno', 'sobre', 'todo', 'tambi\xc3\xa9n', 'tras', 'otro', 'alg\xc3\xban', 'alguno', 'alguna', 'algunos', 'algunas', 'ser', 'es', 'soy', 'eres', 'somos', 'sois', 'estoy', 'esta', 'estamos', 'estais', 'estan', 'como', 'en', 'para', 'atras', 'porque', 'por', 'qu\xc3\xa9', 'estado', 'estaba', 'ante', 'antes', 'siendo', 'ambos', 'pero', 'por', 'poder', 'puede', 'puedo', 'podemos', 'podeis', 'pueden', 'fui', 'fue', 'fuimos', 'fueron', 'hacer', 'hago', 'hace', 'hacemos', 'haceis', 'hacen', 'cada', 'fin', 'incluso', 'primero', 'desde', 'conseguir', 'consigo', 'consigue', 'consigues', 'conseguimos', 'consiguen', 'ir', 'voy', 'va', 'vamos', 'vais', 'van', 'vaya', 'gueno', 'ha', 'tener', 'tengo', 'tiene', 'tenemos', 'teneis', 'tienen', 'el', 'la', 'lo', 'las', 'los', 'su', 'aqui', 'mio', 'tuyo', 'ellos', 'ellas', 'nos', 'nosotros', 'vosotros', 'vosotras', 'si', 'dentro', 'solo', 'solamente', 'saber', 'sabes', 'sabe', 'sabemos', 'sabeis', 'saben', 'ultimo', 'largo', 'bastante', 'haces', 'muchos', 'aquellos', 'aquellas', 'sus', 'entonces', 'tiempo', 'verdad', 'verdadero', 'verdadera', 'cierto', 'ciertos', 'cierta', 'ciertas', 'intentar', 'intento', 'intenta', 'intentas', 'intentamos', 'intentais', 'intentan', 'dos', 'bajo', 'arriba', 'encima', 'usar', 'uso', 'usas', 'usa', 'usamos', 'usais', 'usan', 'emplear', 'empleo', 'empleas', 'emplean', 'ampleamos', 'empleais', 'valor', 'muy', 'era', 'eras', 'eramos', 'eran', 'modo', 'bien', 'cual', 'cuando', 'donde', 'mientras', 'quien', 'con', 'entre', 'sin', 'trabajo', 'trabajar', 'trabajas', 'trabaja', 'trabajamos', 'trabajais', 'trabajan', 'podria', 'podrias', 'podriamos', 'podrian', 'podriais', 'yo', 'aquel']
stopwords_arrays["de"] = ['p', 'aber', 'als', 'am', 'an', 'auch', 'auf', 'aus', 'bei', 'bin', 'bis', 'bist', 'da', 'dadurch', 'daher', 'darum', 'das', 'da\xc3\x9f', 'dass', 'dein', 'deine', 'dem', 'den', 'der', 'des', 'dessen', 'deshalb', 'die', 'dies', 'dieser', 'dieses', 'doch', 'dort', 'du', 'durch', 'ein', 'eine', 'einem', 'einen', 'einer', 'eines', 'er', 'es', 'euer', 'eure', 'f\xc3\xbcr', 'hatte', 'hatten', 'hattest', 'hattet', 'hier', 'hinter', 'ich', 'ihr', 'ihre', 'im', 'in', 'ist', 'ja', 'jede', 'jedem', 'jeden', 'jeder', 'jedes', 'jener', 'jenes', 'jetzt', 'kann', 'kannst', 'k\xc3\xb6nnen', 'k\xc3\xb6nnt', 'machen', 'mein', 'meine', 'mit', 'mu\xc3\x9f', 'mu\xc3\x9ft', 'musst', 'm\xc3\xbcssen', 'm\xc3\xbc\xc3\x9ft', 'nach', 'nachdem', 'nein', 'nicht', 'nun', 'oder', 'seid', 'sein', 'seine', 'sich', 'sie', 'sind', 'soll', 'sollen', 'sollst', 'sollt', 'sonst', 'soweit', 'sowie', 'und', 'unser', 'unsere', 'unter', 'vom', 'von', 'vor', 'wann', 'warum', 'was', 'weiter', 'weitere', 'wenn', 'wer', 'werde', 'werden', 'werdet', 'weshalb', 'wie', 'wieder', 'wieso', 'wir', 'wird', 'wirst', 'wo', 'woher', 'wohin', 'zu', 'zum', 'zur', '\xc3\xbcber']
language_arrays = {"en":{}, "fr":{}, "pt":{}, "ja":{}, "es":{}, "de":{}}
tag_arrays = {i: {} for i in language_arrays.keys()}
# fit the model
start_time = time.time()
training_messages = self.portal_catalog.searchResults(
portal_type="Web Message",
query=NegatedQuery(Query(subject=None)),
)
for message in training_messages:
(language_arrays, tag_arrays) = message.WebMessage_trainOnWebMessage(language_arrays, tag_arrays, stopwords_arrays)
end_time = time.time()
uptime = end_time - start_time
human_uptime = str(datetime.timedelta(seconds=int(uptime)))
# save the model in ZODB
model = (language_arrays, tag_arrays, stopwords_arrays)
model_as_string = pickle.dumps(model)
kw = dict(portal_type = 'File', \
reference = 'ai_business_bot',
title = "AI Business Bot")
erp5_file = self.portal_catalog.getResultValue(**kw)
if erp5_file is None:
# create it
erp5_file = self.document_module.newContent(**kw)
erp5_file.setData(model_as_string)
return "Model created at " + erp5_file.getPath() + " in " + human_uptime
\ No newline at end of file
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Extension Component" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_recorded_property_dict</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>Set Web Message Model</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>extension.erp5.SetWebMessageModel</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Extension Component</string> </value>
</item>
<item>
<key> <string>sid</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>version</string> </key>
<value> <string>erp5</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>component_validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.patches.WorkflowTool"/>
</pickle>
<pickle>
<tuple>
<none/>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</tuple>
</pickle>
</record>
</ZopeData>
def WebMessage_trainOnWebMessage(self, language_arrays, tag_arrays, stopwords_arrays):
message_tags = self.getSubjectList()
if message_tags == []:
return (language_arrays, tag_arrays)
# clean up header from contact form, if there is one
text = self.getTextContent()
line_array = [line for line in text.splitlines() if line.strip() != '']
if line_array[0][:6] == " Name":
line_array = line_array[4:]
line_array[0] = line_array[0][14:]
text = ' '.join(line_array)
# determine message language
message_language = "en"
languages = language_arrays.keys()
for language in languages:
if language in message_tags:
message_language = language
message_tags.remove(language)
# clean up text for training
import string
exclude = set(string.punctuation)
text = text.lower()
text = ''.join(ch for ch in text if ch not in exclude)
text = [w for w in text if w not in stopwords_arrays[message_language]]
# add text into language_arrays and tag_arrays
for word in text:
language_arrays[message_language][word] = language_arrays[message_language].get(word, 1) + 1
tag_array = tag_arrays[message_language]
tags = tag_array.keys()
for word in text:
for t in range(len(message_tags)):
if message_tags[t] in tags:
tag_array[message_tags[t]][word] = tag_array[message_tags[t]].get(word, 1) + 1
else:
tag_array[message_tags[t]] = {}
tag_array[message_tags[t]][word] = 1
tag_arrays[message_language] = tag_array
return (language_arrays, tag_arrays)
\ No newline at end of file
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Extension Component" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_recorded_property_dict</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>Train On Web Message</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>extension.erp5.TrainOnWebMessage</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Extension Component</string> </value>
</item>
<item>
<key> <string>sid</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>version</string> </key>
<value> <string>erp5</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>component_validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.patches.WorkflowTool"/>
</pickle>
<pickle>
<tuple>
<none/>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</tuple>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Folder" module="OFS.Folder"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_objects</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>erp5_business_bot</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Business Bot</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
# This script creates a new ticket object from this current event based on its tags
translateString = context.Base_translateString
portal = context.getPortalObject()
current_object = context.getObject()
if tags == None:
return()
assign = None #
# Find appropriate ticket type
tagset = set(tags)
so = {"sale", "pricing", "demo", "partnership", "advertising"}
sr = {"help", "starting", "install", "bug"}
m = {"job", "sponsorship", "academic", "contributor"}
if tagset.intersection(sr):
module = context.getPortalObject().support_request_module
ticket_type = "Support Request"
elif tagset.intersection(so):
module = context.getPortalObject().sale_opportunity_module
ticket_type = "Sale Opportunity"
else:
module = context.getPortalObject().meeting_module
ticket_type = "Meeting"
if not portal.Base_checkPermission(module.getId(), "Add portal content"):
return context.Base_redirect(
form_id,
keep_items=dict(
portal_status_message=translateString(
"You do not have permission to add new ticket.")
)
)
# Create a new object
new_id = str(module.generateNewId())
context.portal_types.constructContent(
type_name=ticket_type,
container=module,
id=new_id
)
new_object = module[new_id]
# If we do this before, each added line will take 20 times more time
# because of programmable acquisition
new_object.edit(
title=current_object.getTitle(),
destination_decision_list=current_object.getSourceList(),
source_decision_list=current_object.getDestinationList(),
start_date=current_object.getStartDate()
)
# Now create the relation between the current object and the new one
current_object.setFollowUpValueList([new_object])
if assign:
new_object.setSourceTrade([assign[1]])
# Redirect to new object
if assign == None:
message = translateString(
"Created and associated a new ${ticket_type} for ${title}. Here is a recommended response.",
mapping=dict(ticket_type = translateString(ticket_type), title = current_object.getTitle()))
return current_object.Base_redirect('WebMessage_viewCreateResponseDialog', keep_items={'portal_status_message': message})
else:
name = assign[0]
message = translateString(
"Created and associated a new ${ticket_type} for ${title}. " + name + " is recommended to handle it",
mapping=dict(ticket_type = translateString(ticket_type), title = current_object.getTitle()))
return new_object.Base_redirect('view', keep_items={'portal_status_message': message})
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>Script_magic</string> </key>
<value> <int>3</int> </value>
</item>
<item>
<key> <string>_bind_names</string> </key>
<value>
<object>
<klass>
<global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
</klass>
<tuple/>
<state>
<dictionary>
<item>
<key> <string>_asgns</string> </key>
<value>
<dictionary>
<item>
<key> <string>name_container</string> </key>
<value> <string>container</string> </value>
</item>
<item>
<key> <string>name_context</string> </key>
<value> <string>context</string> </value>
</item>
<item>
<key> <string>name_m_self</string> </key>
<value> <string>script</string> </value>
</item>
<item>
<key> <string>name_subpath</string> </key>
<value> <string>traverse_subpath</string> </value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</state>
</object>
</value>
</item>
<item>
<key> <string>_params</string> </key>
<value> <string>tags=None</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>WebMessage_followUpWebMessage</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Follow Up Web Message</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="ExternalMethod" module="Products.ExternalMethod.ExternalMethod"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_function</string> </key>
<value> <string>WebMessage_parseWebMessage</string> </value>
</item>
<item>
<key> <string>_module</string> </key>
<value> <string>Parse Web Message</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>WebMessage_parseWebMessage</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Parse Web Message</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="ExternalMethod" module="Products.ExternalMethod.ExternalMethod"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_function</string> </key>
<value> <string>WebMessage_setModel</string> </value>
</item>
<item>
<key> <string>_module</string> </key>
<value> <string>Set Web Message Model</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>WebMessage_setModel</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Set Web Message Model</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="ExternalMethod" module="Products.ExternalMethod.ExternalMethod"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_function</string> </key>
<value> <string>WebMessage_trainOnWebMessage</string> </value>
</item>
<item>
<key> <string>_module</string> </key>
<value> <string>Train On Web Message</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>WebMessage_trainOnWebMessage</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Train On Web Message</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
erp5_base
erp5_web
erp5_dms
erp5_crm
\ No newline at end of file
Provides the ability to train a model that can automatically tag and process web messages.
\ No newline at end of file
Noah Brackenbury
\ No newline at end of file
extension.erp5.ParseWebMessage
extension.erp5.SetWebMessageModel
extension.erp5.TrainOnWebMessage
\ No newline at end of file
erp5_business_bot
\ No newline at end of file
erp5_ai_business_bot
\ No newline at end of file
1
\ No newline at end of file
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