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20 Commits
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20
.build/Dockerfile
Normal file
20
.build/Dockerfile
Normal file
@@ -0,0 +1,20 @@
|
|||||||
|
FROM python:3.9-slim-buster AS deps
|
||||||
|
|
||||||
|
RUN apt-get update && \
|
||||||
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apt-get install -y build-essential git curl python3-dev libatlas3-base libatlas-base-dev liblapack-dev libxml2 libxml2-dev libffi6 libffi-dev musl-dev libxslt-dev
|
||||||
|
|
||||||
|
FROM deps AS testable
|
||||||
|
ARG REPORT_PATH
|
||||||
|
|
||||||
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VOLUME ["/var/mailgun", "/etc/mailgun/ssl", ${REPORT_PATH}]
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||||||
|
|
||||||
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ADD . /app
|
||||||
|
WORKDIR /app
|
||||||
|
COPY wheel/* /wheel/
|
||||||
|
|
||||||
|
RUN mkdir -p ${REPORT_PATH}
|
||||||
|
|
||||||
|
RUN python ./setup.py build bdist_wheel -d /wheel && \
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||||||
|
pip install --no-deps /wheel/*
|
||||||
|
|
||||||
|
ENTRYPOINT ["/bin/sh", "/app/run_tests.sh"]
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||||||
3
.gitignore
vendored
3
.gitignore
vendored
@@ -54,3 +54,6 @@ _trial_temp
|
|||||||
|
|
||||||
# OSX
|
# OSX
|
||||||
.DS_Store
|
.DS_Store
|
||||||
|
|
||||||
|
# vim-backup
|
||||||
|
*.bak
|
||||||
|
|||||||
@@ -5,3 +5,10 @@ include classifier
|
|||||||
include LICENSE
|
include LICENSE
|
||||||
include MANIFEST.in
|
include MANIFEST.in
|
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include README.rst
|
include README.rst
|
||||||
|
include talon/signature/data/train.data
|
||||||
|
include talon/signature/data/classifier
|
||||||
|
include talon/signature/data/classifier_01.npy
|
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|
include talon/signature/data/classifier_02.npy
|
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|
include talon/signature/data/classifier_03.npy
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|
include talon/signature/data/classifier_04.npy
|
||||||
|
include talon/signature/data/classifier_05.npy
|
||||||
|
|||||||
11
requirements.txt
Normal file
11
requirements.txt
Normal file
@@ -0,0 +1,11 @@
|
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|
chardet>=1.0.1
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|
cchardet>=0.3.5
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|
cssselect
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|
html5lib
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|
joblib
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|
lxml>=2.3.3
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|
numpy
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|
regex>=1
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|
scikit-learn>=1.0.0
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||||||
|
scipy
|
||||||
|
six>=1.10.0
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||||||
4
run_tests.sh
Executable file
4
run_tests.sh
Executable file
@@ -0,0 +1,4 @@
|
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|
#!/usr/bin/env bash
|
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|
set -ex
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|
REPORT_PATH="${REPORT_PATH:-./}"
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|
nosetests --with-xunit --with-coverage --cover-xml --cover-xml-file $REPORT_PATH/coverage.xml --xunit-file=$REPORT_PATH/nosetests.xml --cover-package=talon .
|
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31
setup.py
31
setup.py
@@ -19,17 +19,17 @@ class InstallCommand(install):
|
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if self.no_ml:
|
if self.no_ml:
|
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dist = self.distribution
|
dist = self.distribution
|
||||||
dist.packages=find_packages(exclude=[
|
dist.packages=find_packages(exclude=[
|
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'tests',
|
"tests",
|
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'tests.*',
|
"tests.*",
|
||||||
'talon.signature',
|
"talon.signature",
|
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'talon.signature.*',
|
"talon.signature.*",
|
||||||
])
|
])
|
||||||
for not_required in ['numpy', 'scipy', 'scikit-learn==0.16.1']:
|
for not_required in ["numpy", "scipy", "scikit-learn==0.24.1"]:
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||||||
dist.install_requires.remove(not_required)
|
dist.install_requires.remove(not_required)
|
||||||
|
|
||||||
|
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setup(name='talon',
|
setup(name='talon',
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version='1.4.5',
|
version='1.4.9',
|
||||||
description=("Mailgun library "
|
description=("Mailgun library "
|
||||||
"to extract message quotations and signatures."),
|
"to extract message quotations and signatures."),
|
||||||
long_description=open("README.rst").read(),
|
long_description=open("README.rst").read(),
|
||||||
@@ -44,20 +44,21 @@ setup(name='talon',
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include_package_data=True,
|
include_package_data=True,
|
||||||
zip_safe=True,
|
zip_safe=True,
|
||||||
install_requires=[
|
install_requires=[
|
||||||
"lxml>=2.3.3",
|
"lxml",
|
||||||
"regex>=1",
|
"regex",
|
||||||
"numpy",
|
"numpy",
|
||||||
"scipy",
|
"scipy",
|
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"scikit-learn>=0.16.1", # pickled versions of classifier, else rebuild
|
"scikit-learn>=1.0.0",
|
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'chardet>=1.0.1',
|
"chardet",
|
||||||
'cchardet>=0.3.5',
|
"cchardet",
|
||||||
'cssselect',
|
"cssselect",
|
||||||
'six>=1.10.0',
|
"six",
|
||||||
'html5lib'
|
"html5lib",
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|
"joblib",
|
||||||
],
|
],
|
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tests_require=[
|
tests_require=[
|
||||||
"mock",
|
"mock",
|
||||||
"nose>=1.2.1",
|
"nose",
|
||||||
"coverage"
|
"coverage"
|
||||||
]
|
]
|
||||||
)
|
)
|
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|
|||||||
@@ -87,23 +87,24 @@ def cut_gmail_quote(html_message):
|
|||||||
|
|
||||||
def cut_microsoft_quote(html_message):
|
def cut_microsoft_quote(html_message):
|
||||||
''' Cuts splitter block and all following blocks. '''
|
''' Cuts splitter block and all following blocks. '''
|
||||||
|
#use EXSLT extensions to have a regex match() function with lxml
|
||||||
|
ns = {"re": "http://exslt.org/regular-expressions"}
|
||||||
|
|
||||||
|
#general pattern: @style='border:none;border-top:solid <color> 1.0pt;padding:3.0pt 0<unit> 0<unit> 0<unit>'
|
||||||
|
#outlook 2007, 2010 (international) <color=#B5C4DF> <unit=cm>
|
||||||
|
#outlook 2007, 2010 (american) <color=#B5C4DF> <unit=pt>
|
||||||
|
#outlook 2013 (international) <color=#E1E1E1> <unit=cm>
|
||||||
|
#outlook 2013 (american) <color=#E1E1E1> <unit=pt>
|
||||||
|
#also handles a variant with a space after the semicolon
|
||||||
splitter = html_message.xpath(
|
splitter = html_message.xpath(
|
||||||
#outlook 2007, 2010 (international)
|
#outlook 2007, 2010, 2013 (international, american)
|
||||||
"//div[@style='border:none;border-top:solid #B5C4DF 1.0pt;"
|
"//div[@style[re:match(., 'border:none; ?border-top:solid #(E1E1E1|B5C4DF) 1.0pt; ?"
|
||||||
"padding:3.0pt 0cm 0cm 0cm']|"
|
"padding:3.0pt 0(in|cm) 0(in|cm) 0(in|cm)')]]|"
|
||||||
#outlook 2007, 2010 (american)
|
|
||||||
"//div[@style='border:none;border-top:solid #B5C4DF 1.0pt;"
|
|
||||||
"padding:3.0pt 0in 0in 0in']|"
|
|
||||||
#outlook 2013 (international)
|
|
||||||
"//div[@style='border:none;border-top:solid #E1E1E1 1.0pt;"
|
|
||||||
"padding:3.0pt 0cm 0cm 0cm']|"
|
|
||||||
#outlook 2013 (american)
|
|
||||||
"//div[@style='border:none;border-top:solid #E1E1E1 1.0pt;"
|
|
||||||
"padding:3.0pt 0in 0in 0in']|"
|
|
||||||
#windows mail
|
#windows mail
|
||||||
"//div[@style='padding-top: 5px; "
|
"//div[@style='padding-top: 5px; "
|
||||||
"border-top-color: rgb(229, 229, 229); "
|
"border-top-color: rgb(229, 229, 229); "
|
||||||
"border-top-width: 1px; border-top-style: solid;']"
|
"border-top-width: 1px; border-top-style: solid;']"
|
||||||
|
, namespaces=ns
|
||||||
)
|
)
|
||||||
|
|
||||||
if splitter:
|
if splitter:
|
||||||
|
|||||||
@@ -22,7 +22,7 @@ import six
|
|||||||
log = logging.getLogger(__name__)
|
log = logging.getLogger(__name__)
|
||||||
|
|
||||||
|
|
||||||
RE_FWD = re.compile("^[-]+[ ]*Forwarded message[ ]*[-]+$", re.I | re.M)
|
RE_FWD = re.compile("^[-]+[ ]*Forwarded message[ ]*[-]+\s*$", re.I | re.M)
|
||||||
|
|
||||||
RE_ON_DATE_SMB_WROTE = re.compile(
|
RE_ON_DATE_SMB_WROTE = re.compile(
|
||||||
u'(-*[>]?[ ]?({0})[ ].*({1})(.*\n){{0,2}}.*({2}):?-*)'.format(
|
u'(-*[>]?[ ]?({0})[ ].*({1})(.*\n){{0,2}}.*({2}):?-*)'.format(
|
||||||
@@ -139,13 +139,17 @@ RE_ORIGINAL_MESSAGE = re.compile(u'[\s]*[-]+[ ]*({})[ ]*[-]+'.format(
|
|||||||
'Oprindelig meddelelse',
|
'Oprindelig meddelelse',
|
||||||
))), re.I)
|
))), re.I)
|
||||||
|
|
||||||
RE_FROM_COLON_OR_DATE_COLON = re.compile(u'(_+\r?\n)?[\s]*(:?[*]?{})[\s]?:[*]?.*'.format(
|
RE_FROM_COLON_OR_DATE_COLON = re.compile(u'((_+\r?\n)?[\s]*:?[*]?({})[\s]?:([^\n$]+\n){{1,2}}){{2,}}'.format(
|
||||||
u'|'.join((
|
u'|'.join((
|
||||||
# "From" in different languages.
|
# "From" in different languages.
|
||||||
'From', 'Van', 'De', 'Von', 'Fra', u'Från',
|
'From', 'Van', 'De', 'Von', 'Fra', u'Från',
|
||||||
# "Date" in different languages.
|
# "Date" in different languages.
|
||||||
'Date', 'Datum', u'Envoyé', 'Skickat', 'Sendt',
|
'Date', '[S]ent', 'Datum', u'Envoyé', 'Skickat', 'Sendt', 'Gesendet',
|
||||||
))), re.I)
|
# "Subject" in different languages.
|
||||||
|
'Subject', 'Betreff', 'Objet', 'Emne', u'Ämne',
|
||||||
|
# "To" in different languages.
|
||||||
|
'To', 'An', 'Til', u'À', 'Till'
|
||||||
|
))), re.I | re.M)
|
||||||
|
|
||||||
# ---- John Smith wrote ----
|
# ---- John Smith wrote ----
|
||||||
RE_ANDROID_WROTE = re.compile(u'[\s]*[-]+.*({})[ ]*[-]+'.format(
|
RE_ANDROID_WROTE = re.compile(u'[\s]*[-]+.*({})[ ]*[-]+'.format(
|
||||||
@@ -453,7 +457,7 @@ def _extract_from_html(msg_body):
|
|||||||
|
|
||||||
msg_body = msg_body.replace(b'\r\n', b'\n')
|
msg_body = msg_body.replace(b'\r\n', b'\n')
|
||||||
|
|
||||||
msg_body = re.sub(r"\<\?xml.+\?\>|\<\!DOCTYPE.+]\>", "", msg_body)
|
msg_body = re.sub(br"\<\?xml.+\?\>|\<\!DOCTYPE.+]\>", "", msg_body)
|
||||||
|
|
||||||
html_tree = html_document_fromstring(msg_body)
|
html_tree = html_document_fromstring(msg_body)
|
||||||
|
|
||||||
@@ -512,9 +516,69 @@ def _extract_from_html(msg_body):
|
|||||||
if _readable_text_empty(html_tree_copy):
|
if _readable_text_empty(html_tree_copy):
|
||||||
return msg_body
|
return msg_body
|
||||||
|
|
||||||
|
# NOTE: We remove_namespaces() because we are using an HTML5 Parser, HTML
|
||||||
|
# parsers do not recognize namespaces in HTML tags. As such the rendered
|
||||||
|
# HTML tags are no longer recognizable HTML tags. Example: <o:p> becomes
|
||||||
|
# <oU0003Ap>. When we port this to golang we should look into using an
|
||||||
|
# XML Parser NOT and HTML5 Parser since we do not know what input a
|
||||||
|
# customer will send us. Switching to a common XML parser in python
|
||||||
|
# opens us up to a host of vulnerabilities.
|
||||||
|
# See https://docs.python.org/3/library/xml.html#xml-vulnerabilities
|
||||||
|
#
|
||||||
|
# The down sides to removing the namespaces is that customers might
|
||||||
|
# judge the XML namespaces important. If that is the case then support
|
||||||
|
# should encourage customers to preform XML parsing of the un-stripped
|
||||||
|
# body to get the full unmodified XML payload.
|
||||||
|
#
|
||||||
|
# Alternatives to this approach are
|
||||||
|
# 1. Ignore the U0003A in tag names and let the customer deal with it.
|
||||||
|
# This is not ideal, as most customers use stripped-html for viewing
|
||||||
|
# emails sent from a recipient, as such they cannot control the HTML
|
||||||
|
# provided by a recipient.
|
||||||
|
# 2. Preform a string replace of 'U0003A' to ':' on the rendered HTML
|
||||||
|
# string. While this would solve the issue simply, it runs the risk
|
||||||
|
# of replacing data outside the <tag> which might be essential to
|
||||||
|
# the customer.
|
||||||
|
remove_namespaces(html_tree_copy)
|
||||||
return html.tostring(html_tree_copy)
|
return html.tostring(html_tree_copy)
|
||||||
|
|
||||||
|
|
||||||
|
def remove_namespaces(root):
|
||||||
|
"""
|
||||||
|
Given the root of an HTML document iterate through all the elements
|
||||||
|
and remove any namespaces that might have been provided and remove
|
||||||
|
any attributes that contain a namespace
|
||||||
|
|
||||||
|
<html xmlns:o="urn:schemas-microsoft-com:office:office">
|
||||||
|
becomes
|
||||||
|
<html>
|
||||||
|
|
||||||
|
<o:p>Hi</o:p>
|
||||||
|
becomes
|
||||||
|
<p>Hi</p>
|
||||||
|
|
||||||
|
Start tags do NOT have a namespace; COLON characters have no special meaning.
|
||||||
|
if we don't remove the namespace the parser translates the tag name into a
|
||||||
|
unicode representation. For example <o:p> becomes <oU0003Ap>
|
||||||
|
|
||||||
|
See https://www.w3.org/TR/2011/WD-html5-20110525/syntax.html#start-tags
|
||||||
|
|
||||||
|
|
||||||
|
"""
|
||||||
|
for child in root.iter():
|
||||||
|
for key, value in child.attrib.items():
|
||||||
|
# If the attribute includes a colon
|
||||||
|
if key.rfind("U0003A") != -1:
|
||||||
|
child.attrib.pop(key)
|
||||||
|
|
||||||
|
# If the tag includes a colon
|
||||||
|
idx = child.tag.rfind("U0003A")
|
||||||
|
if idx != -1:
|
||||||
|
child.tag = child.tag[idx+6:]
|
||||||
|
|
||||||
|
return root
|
||||||
|
|
||||||
|
|
||||||
def split_emails(msg):
|
def split_emails(msg):
|
||||||
"""
|
"""
|
||||||
Given a message (which may consist of an email conversation thread with
|
Given a message (which may consist of an email conversation thread with
|
||||||
@@ -567,7 +631,6 @@ def _correct_splitlines_in_headers(markers, lines):
|
|||||||
updated_markers = ""
|
updated_markers = ""
|
||||||
i = 0
|
i = 0
|
||||||
in_header_block = False
|
in_header_block = False
|
||||||
|
|
||||||
for m in markers:
|
for m in markers:
|
||||||
# Only set in_header_block flag when we hit an 's' and line is a header
|
# Only set in_header_block flag when we hit an 's' and line is a header
|
||||||
if m == 's':
|
if m == 's':
|
||||||
|
|||||||
1
talon/signature/data/__init__.py
Normal file
1
talon/signature/data/__init__.py
Normal file
@@ -0,0 +1 @@
|
|||||||
|
|
||||||
Binary file not shown.
File diff suppressed because it is too large
Load Diff
@@ -8,7 +8,7 @@ body belongs to the signature.
|
|||||||
from __future__ import absolute_import
|
from __future__ import absolute_import
|
||||||
|
|
||||||
from numpy import genfromtxt
|
from numpy import genfromtxt
|
||||||
from sklearn.externals import joblib
|
import joblib
|
||||||
from sklearn.svm import LinearSVC
|
from sklearn.svm import LinearSVC
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
@@ -131,7 +131,7 @@ def html_tree_to_text(tree):
|
|||||||
for el in tree.iter():
|
for el in tree.iter():
|
||||||
el_text = (el.text or '') + (el.tail or '')
|
el_text = (el.text or '') + (el.tail or '')
|
||||||
if len(el_text) > 1:
|
if len(el_text) > 1:
|
||||||
if el.tag in _BLOCKTAGS:
|
if el.tag in _BLOCKTAGS + _HARDBREAKS:
|
||||||
text += "\n"
|
text += "\n"
|
||||||
if el.tag == 'li':
|
if el.tag == 'li':
|
||||||
text += " * "
|
text += " * "
|
||||||
@@ -142,7 +142,8 @@ def html_tree_to_text(tree):
|
|||||||
if href:
|
if href:
|
||||||
text += "(%s) " % href
|
text += "(%s) " % href
|
||||||
|
|
||||||
if el.tag in _HARDBREAKS and text and not text.endswith("\n"):
|
if (el.tag in _HARDBREAKS and text and
|
||||||
|
not text.endswith("\n") and not el_text):
|
||||||
text += "\n"
|
text += "\n"
|
||||||
|
|
||||||
retval = _rm_excessive_newlines(text)
|
retval = _rm_excessive_newlines(text)
|
||||||
|
|||||||
3
test-requirements.txt
Normal file
3
test-requirements.txt
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
coverage
|
||||||
|
mock
|
||||||
|
nose>=1.2.1
|
||||||
@@ -8,6 +8,7 @@ import re
|
|||||||
from talon import quotations, utils as u
|
from talon import quotations, utils as u
|
||||||
from . import *
|
from . import *
|
||||||
from .fixtures import *
|
from .fixtures import *
|
||||||
|
from lxml import html
|
||||||
|
|
||||||
RE_WHITESPACE = re.compile("\s")
|
RE_WHITESPACE = re.compile("\s")
|
||||||
RE_DOUBLE_WHITESPACE = re.compile("\s")
|
RE_DOUBLE_WHITESPACE = re.compile("\s")
|
||||||
@@ -424,3 +425,23 @@ def test_readable_html_empty():
|
|||||||
def test_bad_html():
|
def test_bad_html():
|
||||||
bad_html = "<html></html>"
|
bad_html = "<html></html>"
|
||||||
eq_(bad_html, quotations.extract_from_html(bad_html))
|
eq_(bad_html, quotations.extract_from_html(bad_html))
|
||||||
|
|
||||||
|
|
||||||
|
def test_remove_namespaces():
|
||||||
|
msg_body = """
|
||||||
|
<html xmlns:o="urn:schemas-microsoft-com:office:office" xmlns="http://www.w3.org/TR/REC-html40">
|
||||||
|
<body>
|
||||||
|
<o:p>Dear Sir,</o:p>
|
||||||
|
<o:p>Thank you for the email.</o:p>
|
||||||
|
<blockquote>thing</blockquote>
|
||||||
|
</body>
|
||||||
|
</html>
|
||||||
|
"""
|
||||||
|
|
||||||
|
rendered = quotations.extract_from_html(msg_body)
|
||||||
|
|
||||||
|
assert_true("<p>" in rendered)
|
||||||
|
assert_true("xmlns" in rendered)
|
||||||
|
|
||||||
|
assert_true("<o:p>" not in rendered)
|
||||||
|
assert_true("<xmlns:o>" not in rendered)
|
||||||
|
|||||||
@@ -453,6 +453,7 @@ def test_link_closed_with_quotation_marker_on_new_line():
|
|||||||
msg_body = '''8.45am-1pm
|
msg_body = '''8.45am-1pm
|
||||||
|
|
||||||
From: somebody@example.com
|
From: somebody@example.com
|
||||||
|
Date: Wed, 16 May 2012 00:15:02 -0600
|
||||||
|
|
||||||
<http://email.example.com/c/dHJhY2tpbmdfY29kZT1mMDdjYzBmNzM1ZjYzMGIxNT
|
<http://email.example.com/c/dHJhY2tpbmdfY29kZT1mMDdjYzBmNzM1ZjYzMGIxNT
|
||||||
> <bob@example.com <mailto:bob@example.com> >
|
> <bob@example.com <mailto:bob@example.com> >
|
||||||
@@ -494,7 +495,9 @@ def test_from_block_starts_with_date():
|
|||||||
msg_body = """Blah
|
msg_body = """Blah
|
||||||
|
|
||||||
Date: Wed, 16 May 2012 00:15:02 -0600
|
Date: Wed, 16 May 2012 00:15:02 -0600
|
||||||
To: klizhentas@example.com"""
|
To: klizhentas@example.com
|
||||||
|
|
||||||
|
"""
|
||||||
eq_('Blah', quotations.extract_from_plain(msg_body))
|
eq_('Blah', quotations.extract_from_plain(msg_body))
|
||||||
|
|
||||||
|
|
||||||
@@ -564,11 +567,12 @@ def test_mark_message_lines():
|
|||||||
# next line should be marked as splitter
|
# next line should be marked as splitter
|
||||||
'_____________',
|
'_____________',
|
||||||
'From: foo@bar.com',
|
'From: foo@bar.com',
|
||||||
|
'Date: Wed, 16 May 2012 00:15:02 -0600',
|
||||||
'',
|
'',
|
||||||
'> Hi',
|
'> Hi',
|
||||||
'',
|
'',
|
||||||
'Signature']
|
'Signature']
|
||||||
eq_('tessemet', quotations.mark_message_lines(lines))
|
eq_('tesssemet', quotations.mark_message_lines(lines))
|
||||||
|
|
||||||
lines = ['Just testing the email reply',
|
lines = ['Just testing the email reply',
|
||||||
'',
|
'',
|
||||||
@@ -807,7 +811,7 @@ def test_split_email():
|
|||||||
>
|
>
|
||||||
>
|
>
|
||||||
"""
|
"""
|
||||||
expected_markers = "stttttsttttetesetesmmmmmmssmmmmmmsmmmmmmmm"
|
expected_markers = "stttttsttttetesetesmmmmmmsmmmmmmmmmmmmmmmm"
|
||||||
markers = quotations.split_emails(msg)
|
markers = quotations.split_emails(msg)
|
||||||
eq_(markers, expected_markers)
|
eq_(markers, expected_markers)
|
||||||
|
|
||||||
@@ -822,4 +826,16 @@ The user experience was unparallelled. Please continue production. I'm sending p
|
|||||||
that this line is intact."""
|
that this line is intact."""
|
||||||
|
|
||||||
parsed = quotations.extract_from_plain(msg_body)
|
parsed = quotations.extract_from_plain(msg_body)
|
||||||
eq_(msg_body, parsed.decode('utf8'))
|
eq_(msg_body, parsed)
|
||||||
|
|
||||||
|
|
||||||
|
def test_appointment_2():
|
||||||
|
msg_body = """Invitation for an interview:
|
||||||
|
|
||||||
|
Date: Wednesday 3, October 2011
|
||||||
|
Time: 7 : 00am
|
||||||
|
Address: 130 Fox St
|
||||||
|
|
||||||
|
Please bring in your ID."""
|
||||||
|
parsed = quotations.extract_from_plain(msg_body)
|
||||||
|
eq_(msg_body, parsed)
|
||||||
|
|||||||
Reference in New Issue
Block a user