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Noah Brackenbury
erp5
Commits
0900d7fe
Commit
0900d7fe
authored
Sep 04, 2017
by
Noah Brackenbury
Browse files
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Email Patches
Plain Diff
Added extension components
parent
c0155b49
Changes
8
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8 changed files
with
527 additions
and
10 deletions
+527
-10
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.ParseWebMessage.py
...eItem/portal_components/extension.erp5.ParseWebMessage.py
+87
-0
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.ParseWebMessage.xml
...Item/portal_components/extension.erp5.ParseWebMessage.xml
+115
-0
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.SetWebMessageModel.py
...em/portal_components/extension.erp5.SetWebMessageModel.py
+48
-0
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.SetWebMessageModel.xml
...m/portal_components/extension.erp5.SetWebMessageModel.xml
+115
-0
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.TrainOnWebMessage.py
...tem/portal_components/extension.erp5.TrainOnWebMessage.py
+44
-0
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.TrainOnWebMessage.xml
...em/portal_components/extension.erp5.TrainOnWebMessage.xml
+115
-0
bt5/erp5_ai_business_bot/SkinTemplateItem/portal_skins/erp5_business_bot/WebMessage_followUpWebMessage.py
..._skins/erp5_business_bot/WebMessage_followUpWebMessage.py
+0
-10
bt5/erp5_ai_business_bot/bt/template_extension_id_list
bt5/erp5_ai_business_bot/bt/template_extension_id_list
+3
-0
No files found.
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.ParseWebMessage.py
0 → 100644
View file @
0900d7fe
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> 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
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.ParseWebMessage.xml
0 → 100644
View file @
0900d7fe
<?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>
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.SetWebMessageModel.py
0 → 100644
View file @
0900d7fe
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
\
t
ourselves'
,
'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
\
xa9
but'
,
'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
\
xaa
me'
,
'ni'
,
'nomm
\
xc3
\
xa9
s'
,
'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
\
xa8
s'
,
'tu'
,
'voient'
,
'vont'
,
'votre'
,
'vous'
,
'vu'
,
'
\
xc3
\
xa7
a'
,
'
\
xc3
\
xa9
taient'
,
'
\
xc3
\
xa9
tat'
,
'
\
xc3
\
xa9
tions'
,
'
\
xc3
\
xa9
t
\
xc3
\
xa9
'
,
'
\
xc3
\
xaa
tre'
]
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
\
xa9
n'
,
'tras'
,
'otro'
,
'alg
\
xc3
\
xba
n'
,
'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
\
xbc
r'
,
'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
\
xb6
nnen'
,
'k
\
xc3
\
xb6
nnt'
,
'machen'
,
'mein'
,
'meine'
,
'mit'
,
'mu
\
xc3
\
x9f
'
,
'mu
\
xc3
\
x9f
t'
,
'musst'
,
'm
\
xc3
\
xbc
ssen'
,
'm
\
xc3
\
xbc
\
xc3
\
x9f
t'
,
'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
\
xbc
ber'
]
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
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.SetWebMessageModel.xml
0 → 100644
View file @
0900d7fe
<?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>
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.TrainOnWebMessage.py
0 → 100644
View file @
0900d7fe
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
bt5/erp5_ai_business_bot/ExtensionTemplateItem/portal_components/extension.erp5.TrainOnWebMessage.xml
0 → 100644
View file @
0900d7fe
<?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>
bt5/erp5_ai_business_bot/SkinTemplateItem/portal_skins/erp5_business_bot/WebMessage_followUpWebMessage.py
View file @
0900d7fe
...
@@ -57,23 +57,13 @@ if assign:
...
@@ -57,23 +57,13 @@ if assign:
# Redirect to new object
# Redirect to new object
if
assign
==
None
:
if
assign
==
None
:
message
=
translateString
(
message
=
translateString
(
<<<<<<<
HEAD
"Created and associated a new ${ticket_type} for ${title}. Here is a recommended response."
,
"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
()))
mapping
=
dict
(
ticket_type
=
translateString
(
ticket_type
),
title
=
current_object
.
getTitle
()))
=======
"Created and associated a new ${ticket_type} for "
+
current_object
.
getTitle
()
+
". Here is a recommended response."
,
mapping
=
dict
(
ticket_type
=
translateString
(
ticket_type
)))
>>>>>>>
69
b14a2e22c9b7d3333c5f785b648eaea1b812f7
return
current_object
.
Base_redirect
(
'WebMessage_viewCreateResponseDialog'
,
keep_items
=
{
'portal_status_message'
:
message
})
return
current_object
.
Base_redirect
(
'WebMessage_viewCreateResponseDialog'
,
keep_items
=
{
'portal_status_message'
:
message
})
else
:
else
:
name
=
assign
[
0
]
name
=
assign
[
0
]
message
=
translateString
(
message
=
translateString
(
<<<<<<<
HEAD
"Created and associated a new ${ticket_type} for ${title}. "
+
name
+
" is recommended to handle it"
,
"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
()))
mapping
=
dict
(
ticket_type
=
translateString
(
ticket_type
),
title
=
current_object
.
getTitle
()))
=======
"Created and associated a new ${ticket_type} for "
+
current_object
.
getTitle
()
+
". "
+
name
+
" is recommended to handle it"
,
mapping
=
dict
(
ticket_type
=
translateString
(
ticket_type
)))
>>>>>>>
69
b14a2e22c9b7d3333c5f785b648eaea1b812f7
return
new_object
.
Base_redirect
(
'view'
,
keep_items
=
{
'portal_status_message'
:
message
})
return
new_object
.
Base_redirect
(
'view'
,
keep_items
=
{
'portal_status_message'
:
message
})
bt5/erp5_ai_business_bot/bt/template_extension_id_list
0 → 100644
View file @
0900d7fe
extension.erp5.ParseWebMessage
extension.erp5.SetWebMessageModel
extension.erp5.TrainOnWebMessage
\ No newline at end of file
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