From 07f68815dfd145287c5a5848bd1d4d12e9043365 Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Mon, 11 Jul 2016 16:03:03 +0500
Subject: [PATCH 01/12] Allow installation of ML free version.
Add an option to the install script, `--no-ml`, that when given will
install Talon without ML support.
Fixes #96
---
MANIFEST.in | 4 +---
setup.py | 31 ++++++++++++++++++++++++++++++-
talon/__init__.py | 9 +++++++--
3 files changed, 38 insertions(+), 6 deletions(-)
diff --git a/MANIFEST.in b/MANIFEST.in
index 4f99104..9f78903 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,9 +1,7 @@
-recursive-include tests *
-recursive-include talon *
recursive-exclude tests *.pyc *~
recursive-exclude talon *.pyc *~
include train.data
include classifier
include LICENSE
include MANIFEST.in
-include README.rst
\ No newline at end of file
+include README.rst
diff --git a/setup.py b/setup.py
index 8be1da5..8253212 100755
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,30 @@
from setuptools import setup, find_packages
+from setuptools.command.install import install
+
+
+class InstallCommand(install):
+ user_options = install.user_options + [
+ ('no-ml', None, "Don't install without Machine Learning modules."),
+ ]
+
+ boolean_options = install.boolean_options + ['no-ml']
+
+ def initialize_options(self):
+ install.initialize_options(self)
+ self.no_ml = None
+
+ def finalize_options(self):
+ install.finalize_options(self)
+ if self.no_ml:
+ dist = self.distribution
+ dist.packages=find_packages(exclude=[
+ 'tests',
+ 'tests.*',
+ 'talon.signature',
+ 'talon.signature.*',
+ ])
+ for not_required in ['numpy', 'scipy', 'scikit-learn==0.16.1']:
+ dist.install_requires.remove(not_required)
setup(name='talon',
@@ -10,7 +36,10 @@ setup(name='talon',
author_email='admin@mailgunhq.com',
url='https://github.com/mailgun/talon',
license='APACHE2',
- packages=find_packages(exclude=['tests']),
+ cmdclass={
+ 'install': InstallCommand,
+ },
+ packages=find_packages(exclude=['tests', 'tests.*']),
include_package_data=True,
zip_safe=True,
install_requires=[
diff --git a/talon/__init__.py b/talon/__init__.py
index 13e46a8..de27ae6 100644
--- a/talon/__init__.py
+++ b/talon/__init__.py
@@ -1,7 +1,12 @@
from talon.quotations import register_xpath_extensions
-from talon import signature
+try:
+ from talon import signature
+ ML_ENABLED = True
+except ImportError:
+ ML_ENABLED = False
def init():
register_xpath_extensions()
- signature.initialize()
+ if ML_ENABLED:
+ signature.initialize()
From da998ddb6039f4ee660787b6f50b821eee332831 Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Tue, 12 Jul 2016 17:25:46 +0500
Subject: [PATCH 02/12] Run modernizer on the code.
---
setup.py | 1 +
talon/__init__.py | 1 +
talon/constants.py | 1 +
talon/html_quotations.py | 1 +
talon/quotations.py | 6 ++++--
talon/signature/__init__.py | 1 +
talon/signature/bruteforce.py | 3 ++-
talon/signature/extraction.py | 1 +
talon/signature/learning/classifier.py | 1 +
talon/signature/learning/dataset.py | 4 +++-
talon/signature/learning/featurespace.py | 3 +++
talon/signature/learning/helpers.py | 1 +
talon/utils.py | 14 +++++++------
tests/__init__.py | 1 +
tests/html_quotations_test.py | 1 +
tests/quotations_test.py | 1 +
tests/signature/bruteforce_test.py | 1 +
tests/signature/extraction_test.py | 20 ++++++++++---------
tests/signature/learning/dataset_test.py | 1 +
tests/signature/learning/featurespace_test.py | 1 +
tests/signature/learning/helpers_test.py | 6 ++++--
tests/text_quotations_test.py | 7 +++++--
tests/utils_test.py | 10 ++++++----
train.py | 1 +
24 files changed, 61 insertions(+), 27 deletions(-)
diff --git a/setup.py b/setup.py
index 8253212..79e3f20 100755
--- a/setup.py
+++ b/setup.py
@@ -1,3 +1,4 @@
+from __future__ import absolute_import
from setuptools import setup, find_packages
from setuptools.command.install import install
diff --git a/talon/__init__.py b/talon/__init__.py
index de27ae6..7060f5b 100644
--- a/talon/__init__.py
+++ b/talon/__init__.py
@@ -1,3 +1,4 @@
+from __future__ import absolute_import
from talon.quotations import register_xpath_extensions
try:
from talon import signature
diff --git a/talon/constants.py b/talon/constants.py
index 68fa04c..0e7276d 100644
--- a/talon/constants.py
+++ b/talon/constants.py
@@ -1,3 +1,4 @@
+from __future__ import absolute_import
import regex as re
diff --git a/talon/html_quotations.py b/talon/html_quotations.py
index 1af78ac..4aa7e74 100644
--- a/talon/html_quotations.py
+++ b/talon/html_quotations.py
@@ -3,6 +3,7 @@ The module's functions operate on message bodies trying to extract original
messages (without quoted messages) from html
"""
+from __future__ import absolute_import
import regex as re
diff --git a/talon/quotations.py b/talon/quotations.py
index ff23daa..b294de5 100644
--- a/talon/quotations.py
+++ b/talon/quotations.py
@@ -5,6 +5,7 @@ The module's functions operate on message bodies trying to extract
original messages (without quoted messages)
"""
+from __future__ import absolute_import
import regex as re
import logging
from copy import deepcopy
@@ -13,6 +14,7 @@ from lxml import html, etree
from talon.utils import get_delimiter, html_to_text
from talon import html_quotations
+from six.moves import range
log = logging.getLogger(__name__)
@@ -207,7 +209,7 @@ def mark_message_lines(lines):
if splitter:
# append as many splitter markers as lines in splitter
splitter_lines = splitter.group().splitlines()
- for j in xrange(len(splitter_lines)):
+ for j in range(len(splitter_lines)):
markers[i + j] = 's'
# skip splitter lines
@@ -388,7 +390,7 @@ def extract_from_html(msg_body):
lines_were_deleted, first_deleted, last_deleted = return_flags
if lines_were_deleted:
#collect checkpoints from deleted lines
- for i in xrange(first_deleted, last_deleted):
+ for i in range(first_deleted, last_deleted):
for checkpoint in line_checkpoints[i]:
quotation_checkpoints[checkpoint] = True
else:
diff --git a/talon/signature/__init__.py b/talon/signature/__init__.py
index a871447..fc60e1d 100644
--- a/talon/signature/__init__.py
+++ b/talon/signature/__init__.py
@@ -20,6 +20,7 @@ trained against, don't forget to regenerate:
* signature/data/classifier
"""
+from __future__ import absolute_import
import os
from . import extraction
diff --git a/talon/signature/bruteforce.py b/talon/signature/bruteforce.py
index d3493bb..7f666bd 100644
--- a/talon/signature/bruteforce.py
+++ b/talon/signature/bruteforce.py
@@ -1,3 +1,4 @@
+from __future__ import absolute_import
import logging
import regex as re
@@ -111,7 +112,7 @@ def extract_signature(msg_body):
return (stripped_body.strip(),
signature.strip())
- except Exception, e:
+ except Exception as e:
log.exception('ERROR extracting signature')
return (msg_body, None)
diff --git a/talon/signature/extraction.py b/talon/signature/extraction.py
index 995ad27..3259171 100644
--- a/talon/signature/extraction.py
+++ b/talon/signature/extraction.py
@@ -1,5 +1,6 @@
# -*- coding: utf-8 -*-
+from __future__ import absolute_import
import logging
import regex as re
diff --git a/talon/signature/learning/classifier.py b/talon/signature/learning/classifier.py
index 9ce5e75..8ec3228 100644
--- a/talon/signature/learning/classifier.py
+++ b/talon/signature/learning/classifier.py
@@ -5,6 +5,7 @@ The classifier could be used to detect if a certain line of the message
body belongs to the signature.
"""
+from __future__ import absolute_import
from numpy import genfromtxt
from sklearn.svm import LinearSVC
from sklearn.externals import joblib
diff --git a/talon/signature/learning/dataset.py b/talon/signature/learning/dataset.py
index b0a9f45..308995b 100644
--- a/talon/signature/learning/dataset.py
+++ b/talon/signature/learning/dataset.py
@@ -16,11 +16,13 @@ suffix and the corresponding sender file has the same name except for the
suffix which should be `_sender`.
"""
+from __future__ import absolute_import
import os
import regex as re
from talon.signature.constants import SIGNATURE_MAX_LINES
from talon.signature.learning.featurespace import build_pattern, features
+from six.moves import range
SENDER_SUFFIX = '_sender'
@@ -144,7 +146,7 @@ def build_extraction_dataset(folder, dataset_filename,
if not sender or not msg:
continue
lines = msg.splitlines()
- for i in xrange(1, min(SIGNATURE_MAX_LINES,
+ for i in range(1, min(SIGNATURE_MAX_LINES,
len(lines)) + 1):
line = lines[-i]
label = -1
diff --git a/talon/signature/learning/featurespace.py b/talon/signature/learning/featurespace.py
index 60676f9..649e859 100644
--- a/talon/signature/learning/featurespace.py
+++ b/talon/signature/learning/featurespace.py
@@ -7,9 +7,12 @@ The body and the message sender string are converted into unicode before
applying features to them.
"""
+from __future__ import absolute_import
from talon.signature.constants import (SIGNATURE_MAX_LINES,
TOO_LONG_SIGNATURE_LINE)
from talon.signature.learning.helpers import *
+from six.moves import zip
+from functools import reduce
def features(sender=''):
diff --git a/talon/signature/learning/helpers.py b/talon/signature/learning/helpers.py
index 7085a74..f94c688 100644
--- a/talon/signature/learning/helpers.py
+++ b/talon/signature/learning/helpers.py
@@ -6,6 +6,7 @@
"""
+from __future__ import absolute_import
import unicodedata
import regex as re
diff --git a/talon/utils.py b/talon/utils.py
index dc47622..e4bd19b 100644
--- a/talon/utils.py
+++ b/talon/utils.py
@@ -1,5 +1,6 @@
# coding:utf-8
+from __future__ import absolute_import
import logging
from random import shuffle
import chardet
@@ -10,6 +11,7 @@ from lxml import html
from lxml.cssselect import CSSSelector
from talon.constants import RE_DELIMITER
+import six
def safe_format(format_string, *args, **kwargs):
@@ -28,7 +30,7 @@ def safe_format(format_string, *args, **kwargs):
except (UnicodeEncodeError, UnicodeDecodeError):
format_string = to_utf8(format_string)
args = [to_utf8(p) for p in args]
- kwargs = {k: to_utf8(v) for k, v in kwargs.iteritems()}
+ kwargs = {k: to_utf8(v) for k, v in six.iteritems(kwargs)}
return format_string.format(*args, **kwargs)
# ignore other errors
@@ -47,7 +49,7 @@ def to_unicode(str_or_unicode, precise=False):
"""
encoding = quick_detect_encoding(str_or_unicode) if precise else 'utf-8'
if isinstance(str_or_unicode, str):
- return unicode(str_or_unicode, encoding, 'replace')
+ return six.text_type(str_or_unicode, encoding, 'replace')
return str_or_unicode
@@ -61,7 +63,7 @@ def detect_encoding(string):
detected = chardet.detect(string)
if detected:
return detected.get('encoding') or 'utf-8'
- except Exception, e:
+ except Exception as e:
pass
return 'utf-8'
@@ -76,7 +78,7 @@ def quick_detect_encoding(string):
detected = cchardet.detect(string)
if detected:
return detected.get('encoding') or detect_encoding(string)
- except Exception, e:
+ except Exception as e:
pass
return detect_encoding(string)
@@ -87,7 +89,7 @@ def to_utf8(str_or_unicode):
>>> utils.to_utf8(u'hi')
'hi'
"""
- if isinstance(str_or_unicode, unicode):
+ if isinstance(str_or_unicode, six.text_type):
return str_or_unicode.encode("utf-8", "ignore")
return str(str_or_unicode)
@@ -173,7 +175,7 @@ def _rm_excessive_newlines(s):
def _encode_utf8(s):
"""Encode in 'utf-8' if unicode
"""
- return s.encode('utf-8') if isinstance(s, unicode) else s
+ return s.encode('utf-8') if isinstance(s, six.text_type) else s
_UTF8_DECLARATION = ('
Date: Wed, 13 Jul 2016 00:08:39 +0500
Subject: [PATCH 03/12] Upgrade quotations.py
---
talon/quotations.py | 5 +++--
1 file changed, 3 insertions(+), 2 deletions(-)
diff --git a/talon/quotations.py b/talon/quotations.py
index b294de5..9d2a8d4 100644
--- a/talon/quotations.py
+++ b/talon/quotations.py
@@ -193,7 +193,7 @@ def mark_message_lines(lines):
>>> mark_message_lines(['answer', 'From: foo@bar.com', '', '> question'])
'tsem'
"""
- markers = bytearray(len(lines))
+ markers = ['e' for _ in lines]
i = 0
while i < len(lines):
if not lines[i].strip():
@@ -219,7 +219,7 @@ def mark_message_lines(lines):
markers[i] = 't'
i += 1
- return markers
+ return ''.join(markers)
def process_marked_lines(lines, markers, return_flags=[False, -1, -1]):
@@ -233,6 +233,7 @@ def process_marked_lines(lines, markers, return_flags=[False, -1, -1]):
return_flags = [were_lines_deleted, first_deleted_line,
last_deleted_line]
"""
+ markers = ''.join(markers)
# if there are no splitter there should be no markers
if 's' not in markers and not re.search('(me*){3}', markers):
markers = markers.replace('m', 't')
From 4a7207b0d0f31219f43e90ea1fcb425fe0a62eea Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Wed, 13 Jul 2016 07:46:07 +0500
Subject: [PATCH 04/12] Only convert to unicode if str
---
talon/utils.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/talon/utils.py b/talon/utils.py
index e4bd19b..21bc45a 100644
--- a/talon/utils.py
+++ b/talon/utils.py
@@ -48,7 +48,7 @@ def to_unicode(str_or_unicode, precise=False):
If `precise` flag is True, tries to guess the correct encoding first.
"""
encoding = quick_detect_encoding(str_or_unicode) if precise else 'utf-8'
- if isinstance(str_or_unicode, str):
+ if not isinstance(str_or_unicode, six.text_type):
return six.text_type(str_or_unicode, encoding, 'replace')
return str_or_unicode
From 7bdf4d622bfadfb0f48956d52589c9bd725b5b7a Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Wed, 13 Jul 2016 07:51:10 +0500
Subject: [PATCH 05/12] Only encode if str
---
talon/utils.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/talon/utils.py b/talon/utils.py
index 21bc45a..845b149 100644
--- a/talon/utils.py
+++ b/talon/utils.py
@@ -89,7 +89,7 @@ def to_utf8(str_or_unicode):
>>> utils.to_utf8(u'hi')
'hi'
"""
- if isinstance(str_or_unicode, six.text_type):
+ if not isinstance(str_or_unicode, six.text_type):
return str_or_unicode.encode("utf-8", "ignore")
return str(str_or_unicode)
From dcc0d1de20146787586da86732333fa14d9cef08 Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Wed, 13 Jul 2016 10:32:27 +0500
Subject: [PATCH 06/12] Convert msg_body to bytes in extract_from_html
---
talon/quotations.py | 35 +++++++++++++++++++++++++++++++++--
1 file changed, 33 insertions(+), 2 deletions(-)
diff --git a/talon/quotations.py b/talon/quotations.py
index 9d2a8d4..ae56cdd 100644
--- a/talon/quotations.py
+++ b/talon/quotations.py
@@ -15,6 +15,7 @@ from lxml import html, etree
from talon.utils import get_delimiter, html_to_text
from talon import html_quotations
from six.moves import range
+import six
log = logging.getLogger(__name__)
@@ -345,11 +346,41 @@ def extract_from_html(msg_body):
then extracting quotations from text,
then checking deleted checkpoints,
then deleting necessary tags.
+
+ Returns a unicode string.
"""
- if msg_body.strip() == '':
+ if isinstance(msg_body, six.text_type):
+ msg_body = msg_body.encode('utf8')
+ elif not isinstance(msg_body, bytes):
+ msg_body = msg_body.encode('ascii')
+
+ result = _extract_from_html(msg_body)
+ if isinstance(result, bytes):
+ result = result.decode('utf8')
+
+ return result
+
+
+def _extract_from_html(msg_body):
+ """
+ Extract not quoted message from provided html message body
+ using tags and plain text algorithm.
+
+ Cut out the 'blockquote', 'gmail_quote' tags.
+ Cut Microsoft quotations.
+
+ Then use plain text algorithm to cut out splitter or
+ leftover quotation.
+ This works by adding checkpoint text to all html tags,
+ then converting html to text,
+ then extracting quotations from text,
+ then checking deleted checkpoints,
+ then deleting necessary tags.
+ """
+ if msg_body.strip() == b'':
return msg_body
- msg_body = msg_body.replace('\r\n', '').replace('\n', '')
+ msg_body = msg_body.replace(b'\r\n', b'').replace(b'\n', b'')
html_tree = html.document_fromstring(
msg_body,
parser=html.HTMLParser(encoding="utf-8")
From 555c34d7a83ea99abecf64836f5dbd7d87fd22da Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Wed, 13 Jul 2016 11:11:06 +0500
Subject: [PATCH 07/12] Make sure html_to_text processes bytes
---
talon/utils.py | 11 +++++++----
tests/html_quotations_test.py | 1 +
2 files changed, 8 insertions(+), 4 deletions(-)
diff --git a/talon/utils.py b/talon/utils.py
index 845b149..0e50c8f 100644
--- a/talon/utils.py
+++ b/talon/utils.py
@@ -121,8 +121,11 @@ def html_to_text(string):
1. the string is expected to contain UTF-8 encoded HTML!
2. returns utf-8 encoded str (not unicode)
"""
+ if isinstance(string, six.text_type):
+ string = string.encode('utf8')
+
s = _prepend_utf8_declaration(string)
- s = s.replace("\n", "")
+ s = s.replace(b"\n", b"")
tree = html.fromstring(s)
@@ -157,7 +160,7 @@ def html_to_text(string):
def _contains_charset_spec(s):
"""Return True if the first 4KB contain charset spec
"""
- return s.lower().find('html; charset=', 0, 4096) != -1
+ return s.lower().find(b'html; charset=', 0, 4096) != -1
def _prepend_utf8_declaration(s):
@@ -178,8 +181,8 @@ def _encode_utf8(s):
return s.encode('utf-8') if isinstance(s, six.text_type) else s
-_UTF8_DECLARATION = ('')
+_UTF8_DECLARATION = (b'')
_BLOCKTAGS = ['div', 'p', 'ul', 'li', 'h1', 'h2', 'h3']
diff --git a/tests/html_quotations_test.py b/tests/html_quotations_test.py
index 5794545..c155cbb 100644
--- a/tests/html_quotations_test.py
+++ b/tests/html_quotations_test.py
@@ -306,6 +306,7 @@ def extract_reply_and_check(filename):
msg_body = f.read()
reply = quotations.extract_from_html(msg_body)
plain_reply = u.html_to_text(reply)
+ plain_reply = plain_reply.decode('utf8')
eq_(RE_WHITESPACE.sub('', "Hi. I am fine.\n\nThanks,\nAlex"),
RE_WHITESPACE.sub('', plain_reply))
From 7901f5d1dc1ead04438f59042ebbe05ade95578a Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Wed, 13 Jul 2016 11:16:39 +0500
Subject: [PATCH 08/12] Convert msg_body into unicode in preprocess.
---
talon/quotations.py | 5 +++++
1 file changed, 5 insertions(+)
diff --git a/talon/quotations.py b/talon/quotations.py
index ae56cdd..d9dba21 100644
--- a/talon/quotations.py
+++ b/talon/quotations.py
@@ -280,10 +280,15 @@ def preprocess(msg_body, delimiter, content_type='text/plain'):
Replaces link brackets so that they couldn't be taken for quotation marker.
Splits line in two if splitter pattern preceded by some text on the same
line (done only for 'On wrote:' pattern).
+
+ Converts msg_body into a unicode.
"""
# normalize links i.e. replace '<', '>' wrapping the link with some symbols
# so that '>' closing the link couldn't be mistakenly taken for quotation
# marker.
+ if isinstance(msg_body, bytes):
+ msg_body = msg_body.decode('utf8')
+
def link_wrapper(link):
newline_index = msg_body[:link.start()].rfind("\n")
if msg_body[newline_index + 1] == ">":
From 622a98d6d52528040544f558f7c9fb22519201d3 Mon Sep 17 00:00:00 2001
From: Umair Khan
Date: Wed, 13 Jul 2016 13:00:24 +0500
Subject: [PATCH 09/12] Make utils compatible with Python 3.
---
talon/utils.py | 2 ++
tests/utils_test.py | 34 +++++++++++++++++-----------------
2 files changed, 19 insertions(+), 17 deletions(-)
diff --git a/talon/utils.py b/talon/utils.py
index 0e50c8f..ebabdf1 100644
--- a/talon/utils.py
+++ b/talon/utils.py
@@ -59,6 +59,7 @@ def detect_encoding(string):
Defaults to UTF-8.
"""
+ assert isinstance(string, bytes)
try:
detected = chardet.detect(string)
if detected:
@@ -74,6 +75,7 @@ def quick_detect_encoding(string):
Uses cchardet. Fallbacks to detect_encoding.
"""
+ assert isinstance(string, bytes)
try:
detected = cchardet.detect(string)
if detected:
diff --git a/tests/utils_test.py b/tests/utils_test.py
index 472e498..37f4d7b 100644
--- a/tests/utils_test.py
+++ b/tests/utils_test.py
@@ -23,42 +23,42 @@ def test_unicode():
eq_ (u"привет", u.to_unicode('привет'))
eq_ (u"привет", u.to_unicode(u'привет'))
# some latin1 stuff
- eq_ (u"Versión", u.to_unicode('Versi\xf3n', precise=True))
+ eq_ (u"Versión", u.to_unicode(u'Versi\xf3n'.encode('iso-8859-2'), precise=True))
def test_detect_encoding():
- eq_ ('ascii', u.detect_encoding('qwe').lower())
- eq_ ('iso-8859-2', u.detect_encoding('Versi\xf3n').lower())
- eq_ ('utf-8', u.detect_encoding('привет').lower())
+ eq_ ('ascii', u.detect_encoding(b'qwe').lower())
+ eq_ ('iso-8859-2', u.detect_encoding(u'Versi\xf3n'.encode('iso-8859-2')).lower())
+ eq_ ('utf-8', u.detect_encoding(u'привет'.encode('utf8')).lower())
# fallback to utf-8
with patch.object(u.chardet, 'detect') as detect:
detect.side_effect = Exception
- eq_ ('utf-8', u.detect_encoding('qwe').lower())
+ eq_ ('utf-8', u.detect_encoding('qwe'.encode('utf8')).lower())
def test_quick_detect_encoding():
- eq_ ('ascii', u.quick_detect_encoding('qwe').lower())
- eq_ ('windows-1252', u.quick_detect_encoding('Versi\xf3n').lower())
- eq_ ('utf-8', u.quick_detect_encoding('привет').lower())
+ eq_ ('ascii', u.quick_detect_encoding(b'qwe').lower())
+ eq_ ('windows-1252', u.quick_detect_encoding(u'Versi\xf3n'.encode('windows-1252')).lower())
+ eq_ ('utf-8', u.quick_detect_encoding(u'привет'.encode('utf8')).lower())
@patch.object(cchardet, 'detect')
@patch.object(u, 'detect_encoding')
def test_quick_detect_encoding_edge_cases(detect_encoding, cchardet_detect):
cchardet_detect.return_value = {'encoding': 'ascii'}
- eq_('ascii', u.quick_detect_encoding("qwe"))
- cchardet_detect.assert_called_once_with("qwe")
+ eq_('ascii', u.quick_detect_encoding(b"qwe"))
+ cchardet_detect.assert_called_once_with(b"qwe")
# fallback to detect_encoding
cchardet_detect.return_value = {}
detect_encoding.return_value = 'utf-8'
- eq_('utf-8', u.quick_detect_encoding("qwe"))
+ eq_('utf-8', u.quick_detect_encoding(b"qwe"))
# exception
detect_encoding.reset_mock()
cchardet_detect.side_effect = Exception()
detect_encoding.return_value = 'utf-8'
- eq_('utf-8', u.quick_detect_encoding("qwe"))
+ eq_('utf-8', u.quick_detect_encoding(b"qwe"))
ok_(detect_encoding.called)
@@ -75,11 +75,11 @@ Haha
Hi