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							| @@ -39,6 +39,8 @@ nosetests.xml | |||||||
| /.emacs.desktop | /.emacs.desktop | ||||||
| /.emacs.desktop.lock | /.emacs.desktop.lock | ||||||
| .elc | .elc | ||||||
|  | .idea | ||||||
|  | .cache | ||||||
| auto-save-list | auto-save-list | ||||||
| tramp | tramp | ||||||
| .\#* | .\#* | ||||||
|   | |||||||
							
								
								
									
										4
									
								
								setup.py
									
									
									
									
									
								
							
							
						
						
									
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							| @@ -29,7 +29,7 @@ class InstallCommand(install): | |||||||
|  |  | ||||||
|  |  | ||||||
| setup(name='talon', | setup(name='talon', | ||||||
|       version='1.3.0', |       version='1.4.5', | ||||||
|       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(), | ||||||
| @@ -48,7 +48,7 @@ setup(name='talon', | |||||||
|           "regex>=1", |           "regex>=1", | ||||||
|           "numpy", |           "numpy", | ||||||
|           "scipy", |           "scipy", | ||||||
|           "scikit-learn==0.16.1", # pickled versions of classifier, else rebuild |           "scikit-learn>=0.16.1", # pickled versions of classifier, else rebuild | ||||||
|           'chardet>=1.0.1', |           'chardet>=1.0.1', | ||||||
|           'cchardet>=0.3.5', |           'cchardet>=0.3.5', | ||||||
|           'cssselect', |           'cssselect', | ||||||
|   | |||||||
| @@ -94,6 +94,12 @@ def cut_microsoft_quote(html_message): | |||||||
|         #outlook 2007, 2010 (american) |         #outlook 2007, 2010 (american) | ||||||
|         "//div[@style='border:none;border-top:solid #B5C4DF 1.0pt;" |         "//div[@style='border:none;border-top:solid #B5C4DF 1.0pt;" | ||||||
|         "padding:3.0pt 0in 0in 0in']|" |         "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); " | ||||||
|   | |||||||
| @@ -42,6 +42,8 @@ RE_ON_DATE_SMB_WROTE = re.compile( | |||||||
|             u'På', |             u'På', | ||||||
|             # Swedish, Danish |             # Swedish, Danish | ||||||
|             'Den', |             'Den', | ||||||
|  |             # Vietnamese | ||||||
|  |             u'Vào', | ||||||
|         )), |         )), | ||||||
|         # Date and sender separator |         # Date and sender separator | ||||||
|         u'|'.join(( |         u'|'.join(( | ||||||
| @@ -64,6 +66,8 @@ RE_ON_DATE_SMB_WROTE = re.compile( | |||||||
|             'schrieb', |             'schrieb', | ||||||
|             # Norwegian, Swedish |             # Norwegian, Swedish | ||||||
|             'skrev', |             'skrev', | ||||||
|  |             # Vietnamese | ||||||
|  |             u'đã viết', | ||||||
|         )) |         )) | ||||||
|     )) |     )) | ||||||
| # Special case for languages where text is translated like this: 'on {date} wrote {somebody}:' | # Special case for languages where text is translated like this: 'on {date} wrote {somebody}:' | ||||||
| @@ -139,6 +143,21 @@ RE_FROM_COLON_OR_DATE_COLON = re.compile(u'(_+\r?\n)?[\s]*(:?[*]?{})[\s]?:[*]? . | |||||||
|         'Date', 'Datum', u'Envoyé', 'Skickat', 'Sendt', |         'Date', 'Datum', u'Envoyé', 'Skickat', 'Sendt', | ||||||
|     ))), re.I) |     ))), re.I) | ||||||
|  |  | ||||||
|  | # ---- John Smith wrote ---- | ||||||
|  | RE_ANDROID_WROTE = re.compile(u'[\s]*[-]+.*({})[ ]*[-]+'.format( | ||||||
|  |     u'|'.join(( | ||||||
|  |         # English | ||||||
|  |         'wrote', | ||||||
|  |     ))), re.I) | ||||||
|  |  | ||||||
|  | # Support polymail.io reply format | ||||||
|  | # On Tue, Apr 11, 2017 at 10:07 PM John Smith | ||||||
|  | # | ||||||
|  | # < | ||||||
|  | # mailto:John Smith <johnsmith@gmail.com> | ||||||
|  | # > wrote: | ||||||
|  | RE_POLYMAIL = re.compile('On.*\s{2}<\smailto:.*\s> wrote:', re.I) | ||||||
|  |  | ||||||
| SPLITTER_PATTERNS = [ | SPLITTER_PATTERNS = [ | ||||||
|     RE_ORIGINAL_MESSAGE, |     RE_ORIGINAL_MESSAGE, | ||||||
|     RE_ON_DATE_SMB_WROTE, |     RE_ON_DATE_SMB_WROTE, | ||||||
| @@ -146,24 +165,25 @@ SPLITTER_PATTERNS = [ | |||||||
|     RE_FROM_COLON_OR_DATE_COLON, |     RE_FROM_COLON_OR_DATE_COLON, | ||||||
|     # 02.04.2012 14:20 пользователь "bob@example.com" < |     # 02.04.2012 14:20 пользователь "bob@example.com" < | ||||||
|     # bob@xxx.mailgun.org> написал: |     # bob@xxx.mailgun.org> написал: | ||||||
|     re.compile("(\d+/\d+/\d+|\d+\.\d+\.\d+).*@", re.S), |     re.compile("(\d+/\d+/\d+|\d+\.\d+\.\d+).*\s\S+@\S+", re.S), | ||||||
|     # 2014-10-17 11:28 GMT+03:00 Bob < |     # 2014-10-17 11:28 GMT+03:00 Bob < | ||||||
|     # bob@example.com>: |     # bob@example.com>: | ||||||
|     re.compile("\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2}\s+GMT.*@", re.S), |     re.compile("\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2}\s+GMT.*\s\S+@\S+", re.S), | ||||||
|     # Thu, 26 Jun 2014 14:00:51 +0400 Bob <bob@example.com>: |     # Thu, 26 Jun 2014 14:00:51 +0400 Bob <bob@example.com>: | ||||||
|     re.compile('\S{3,10}, \d\d? \S{3,10} 20\d\d,? \d\d?:\d\d(:\d\d)?' |     re.compile('\S{3,10}, \d\d? \S{3,10} 20\d\d,? \d\d?:\d\d(:\d\d)?' | ||||||
|                '( \S+){3,6}@\S+:'), |                '( \S+){3,6}@\S+:'), | ||||||
|     # Sent from Samsung MobileName <address@example.com> wrote: |     # Sent from Samsung MobileName <address@example.com> wrote: | ||||||
|     re.compile('Sent from Samsung .*@.*> wrote') |     re.compile('Sent from Samsung.* \S+@\S+> wrote'), | ||||||
|  |     RE_ANDROID_WROTE, | ||||||
|  |     RE_POLYMAIL | ||||||
|     ] |     ] | ||||||
|  |  | ||||||
|  |  | ||||||
| RE_LINK = re.compile('<(http://[^>]*)>') | RE_LINK = re.compile('<(http://[^>]*)>') | ||||||
| RE_NORMALIZED_LINK = re.compile('@@(http://[^>@]*)@@') | RE_NORMALIZED_LINK = re.compile('@@(http://[^>@]*)@@') | ||||||
|  |  | ||||||
| RE_PARENTHESIS_LINK = re.compile("\(https?://") | RE_PARENTHESIS_LINK = re.compile("\(https?://") | ||||||
|  |  | ||||||
| SPLITTER_MAX_LINES = 4 | SPLITTER_MAX_LINES = 6 | ||||||
| MAX_LINES_COUNT = 1000 | MAX_LINES_COUNT = 1000 | ||||||
| # an extensive research shows that exceeding this limit | # an extensive research shows that exceeding this limit | ||||||
| # leads to excessive processing time | # leads to excessive processing time | ||||||
| @@ -172,6 +192,9 @@ MAX_HTML_LEN = 2794202 | |||||||
| QUOT_PATTERN = re.compile('^>+ ?') | QUOT_PATTERN = re.compile('^>+ ?') | ||||||
| NO_QUOT_LINE = re.compile('^[^>].*[\S].*') | NO_QUOT_LINE = re.compile('^[^>].*[\S].*') | ||||||
|  |  | ||||||
|  | # Regular expression to identify if a line is a header. | ||||||
|  | RE_HEADER = re.compile(": ") | ||||||
|  |  | ||||||
|  |  | ||||||
| def extract_from(msg_body, content_type='text/plain'): | def extract_from(msg_body, content_type='text/plain'): | ||||||
|     try: |     try: | ||||||
| @@ -185,6 +208,19 @@ def extract_from(msg_body, content_type='text/plain'): | |||||||
|     return msg_body |     return msg_body | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def remove_initial_spaces_and_mark_message_lines(lines): | ||||||
|  |     """ | ||||||
|  |     Removes the initial spaces in each line before marking message lines. | ||||||
|  |  | ||||||
|  |     This ensures headers can be identified if they are indented with spaces. | ||||||
|  |     """ | ||||||
|  |     i = 0 | ||||||
|  |     while i < len(lines): | ||||||
|  |         lines[i] = lines[i].lstrip(' ') | ||||||
|  |         i += 1 | ||||||
|  |     return mark_message_lines(lines) | ||||||
|  |  | ||||||
|  |  | ||||||
| def mark_message_lines(lines): | def mark_message_lines(lines): | ||||||
|     """Mark message lines with markers to distinguish quotation lines. |     """Mark message lines with markers to distinguish quotation lines. | ||||||
|  |  | ||||||
| @@ -287,9 +323,21 @@ def preprocess(msg_body, delimiter, content_type='text/plain'): | |||||||
|  |  | ||||||
|     Converts msg_body into a unicode. |     Converts msg_body into a unicode. | ||||||
|     """ |     """ | ||||||
|     # normalize links i.e. replace '<', '>' wrapping the link with some symbols |     msg_body = _replace_link_brackets(msg_body) | ||||||
|     # so that '>' closing the link couldn't be mistakenly taken for quotation |  | ||||||
|     # marker. |     msg_body = _wrap_splitter_with_newline(msg_body, delimiter, content_type) | ||||||
|  |  | ||||||
|  |     return msg_body | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def _replace_link_brackets(msg_body): | ||||||
|  |     """ | ||||||
|  |     Normalize links i.e. replace '<', '>' wrapping the link with some symbols | ||||||
|  |     so that '>' closing the link couldn't be mistakenly taken for quotation | ||||||
|  |     marker. | ||||||
|  |  | ||||||
|  |     Converts msg_body into a unicode | ||||||
|  |     """ | ||||||
|     if isinstance(msg_body, bytes): |     if isinstance(msg_body, bytes): | ||||||
|         msg_body = msg_body.decode('utf8') |         msg_body = msg_body.decode('utf8') | ||||||
|  |  | ||||||
| @@ -301,7 +349,14 @@ def preprocess(msg_body, delimiter, content_type='text/plain'): | |||||||
|             return "@@%s@@" % link.group(1) |             return "@@%s@@" % link.group(1) | ||||||
|  |  | ||||||
|     msg_body = re.sub(RE_LINK, link_wrapper, msg_body) |     msg_body = re.sub(RE_LINK, link_wrapper, msg_body) | ||||||
|  |     return msg_body | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def _wrap_splitter_with_newline(msg_body, delimiter, content_type='text/plain'): | ||||||
|  |     """ | ||||||
|  |     Splits line in two if splitter pattern preceded by some text on the same | ||||||
|  |     line (done only for 'On <date> <person> wrote:' pattern. | ||||||
|  |     """ | ||||||
|     def splitter_wrapper(splitter): |     def splitter_wrapper(splitter): | ||||||
|         """Wraps splitter with new line""" |         """Wraps splitter with new line""" | ||||||
|         if splitter.start() and msg_body[splitter.start() - 1] != '\n': |         if splitter.start() and msg_body[splitter.start() - 1] != '\n': | ||||||
| @@ -386,9 +441,6 @@ def _extract_from_html(msg_body): | |||||||
|     then checking deleted checkpoints, |     then checking deleted checkpoints, | ||||||
|     then deleting necessary tags. |     then deleting necessary tags. | ||||||
|     """ |     """ | ||||||
|     if len(msg_body) > MAX_HTML_LEN: |  | ||||||
|         return msg_body |  | ||||||
|  |  | ||||||
|     if msg_body.strip() == b'': |     if msg_body.strip() == b'': | ||||||
|         return msg_body |         return msg_body | ||||||
|  |  | ||||||
| @@ -453,6 +505,82 @@ def _extract_from_html(msg_body): | |||||||
|     return html.tostring(html_tree_copy) |     return html.tostring(html_tree_copy) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def split_emails(msg): | ||||||
|  |     """ | ||||||
|  |     Given a message (which may consist of an email conversation thread with | ||||||
|  |     multiple emails), mark the lines to identify split lines, content lines and | ||||||
|  |     empty lines. | ||||||
|  |  | ||||||
|  |     Correct the split line markers inside header blocks. Header blocks are | ||||||
|  |     identified by the regular expression RE_HEADER. | ||||||
|  |  | ||||||
|  |     Return the corrected markers | ||||||
|  |     """ | ||||||
|  |     msg_body = _replace_link_brackets(msg) | ||||||
|  |  | ||||||
|  |     # don't process too long messages | ||||||
|  |     lines = msg_body.splitlines()[:MAX_LINES_COUNT] | ||||||
|  |     markers = remove_initial_spaces_and_mark_message_lines(lines) | ||||||
|  |  | ||||||
|  |     markers = _mark_quoted_email_splitlines(markers, lines) | ||||||
|  |  | ||||||
|  |     # we don't want splitlines in header blocks | ||||||
|  |     markers = _correct_splitlines_in_headers(markers, lines) | ||||||
|  |  | ||||||
|  |     return markers | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def _mark_quoted_email_splitlines(markers, lines): | ||||||
|  |     """ | ||||||
|  |     When there are headers indented with '>' characters, this method will | ||||||
|  |     attempt to identify if the header is a splitline header. If it is, then we | ||||||
|  |     mark it with 's' instead of leaving it as 'm' and return the new markers. | ||||||
|  |     """ | ||||||
|  |     # Create a list of markers to easily alter specific characters | ||||||
|  |     markerlist = list(markers) | ||||||
|  |     for i, line in enumerate(lines): | ||||||
|  |         if markerlist[i] != 'm': | ||||||
|  |             continue | ||||||
|  |         for pattern in SPLITTER_PATTERNS: | ||||||
|  |             matcher = re.search(pattern, line) | ||||||
|  |             if matcher: | ||||||
|  |                 markerlist[i] = 's' | ||||||
|  |                 break | ||||||
|  |  | ||||||
|  |     return "".join(markerlist) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def _correct_splitlines_in_headers(markers, lines): | ||||||
|  |     """ | ||||||
|  |     Corrects markers by removing splitlines deemed to be inside header blocks. | ||||||
|  |     """ | ||||||
|  |     updated_markers = "" | ||||||
|  |     i = 0 | ||||||
|  |     in_header_block = False | ||||||
|  |  | ||||||
|  |     for m in markers: | ||||||
|  |         # Only set in_header_block flag when we hit an 's' and line is a header | ||||||
|  |         if m == 's': | ||||||
|  |             if not in_header_block: | ||||||
|  |                 if bool(re.search(RE_HEADER, lines[i])): | ||||||
|  |                     in_header_block = True | ||||||
|  |             else: | ||||||
|  |                 if QUOT_PATTERN.match(lines[i]): | ||||||
|  |                     m = 'm' | ||||||
|  |                 else: | ||||||
|  |                     m = 't' | ||||||
|  |  | ||||||
|  |         # If the line is not a header line, set in_header_block false. | ||||||
|  |         if not bool(re.search(RE_HEADER, lines[i])): | ||||||
|  |             in_header_block = False | ||||||
|  |  | ||||||
|  |         # Add the marker to the new updated markers string. | ||||||
|  |         updated_markers += m | ||||||
|  |         i += 1 | ||||||
|  |  | ||||||
|  |     return updated_markers | ||||||
|  |  | ||||||
|  |  | ||||||
| def _readable_text_empty(html_tree): | def _readable_text_empty(html_tree): | ||||||
|     return not bool(html_tree_to_text(html_tree).strip()) |     return not bool(html_tree_to_text(html_tree).strip()) | ||||||
|  |  | ||||||
|   | |||||||
| @@ -1,15 +1,15 @@ | |||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
|  |  | ||||||
| import logging | import logging | ||||||
|  |  | ||||||
| import regex as re | import regex as re | ||||||
|  |  | ||||||
| from talon.utils import get_delimiter |  | ||||||
| from talon.signature.constants import (SIGNATURE_MAX_LINES, | from talon.signature.constants import (SIGNATURE_MAX_LINES, | ||||||
|                                        TOO_LONG_SIGNATURE_LINE) |                                        TOO_LONG_SIGNATURE_LINE) | ||||||
|  | from talon.utils import get_delimiter | ||||||
|  |  | ||||||
| log = logging.getLogger(__name__) | log = logging.getLogger(__name__) | ||||||
|  |  | ||||||
|  |  | ||||||
| # regex to fetch signature based on common signature words | # regex to fetch signature based on common signature words | ||||||
| RE_SIGNATURE = re.compile(r''' | RE_SIGNATURE = re.compile(r''' | ||||||
|                ( |                ( | ||||||
| @@ -28,7 +28,6 @@ RE_SIGNATURE = re.compile(r''' | |||||||
|                ) |                ) | ||||||
|                ''', re.I | re.X | re.M | re.S) |                ''', re.I | re.X | re.M | re.S) | ||||||
|  |  | ||||||
|  |  | ||||||
| # signatures appended by phone email clients | # signatures appended by phone email clients | ||||||
| RE_PHONE_SIGNATURE = re.compile(r''' | RE_PHONE_SIGNATURE = re.compile(r''' | ||||||
|                ( |                ( | ||||||
| @@ -45,7 +44,6 @@ RE_PHONE_SIGNATURE = re.compile(r''' | |||||||
|                ) |                ) | ||||||
|                ''', re.I | re.X | re.M | re.S) |                ''', re.I | re.X | re.M | re.S) | ||||||
|  |  | ||||||
|  |  | ||||||
| # see _mark_candidate_indexes() for details | # see _mark_candidate_indexes() for details | ||||||
| # c - could be signature line | # c - could be signature line | ||||||
| # d - line starts with dashes (could be signature or list item) | # d - line starts with dashes (could be signature or list item) | ||||||
| @@ -112,7 +110,7 @@ def extract_signature(msg_body): | |||||||
|  |  | ||||||
|             return (stripped_body.strip(), |             return (stripped_body.strip(), | ||||||
|                     signature.strip()) |                     signature.strip()) | ||||||
|     except Exception as e: |     except Exception: | ||||||
|         log.exception('ERROR extracting signature') |         log.exception('ERROR extracting signature') | ||||||
|         return (msg_body, None) |         return (msg_body, None) | ||||||
|  |  | ||||||
| @@ -163,7 +161,7 @@ def _mark_candidate_indexes(lines, candidate): | |||||||
|     'cdc' |     'cdc' | ||||||
|     """ |     """ | ||||||
|     # at first consider everything to be potential signature lines |     # at first consider everything to be potential signature lines | ||||||
|     markers = bytearray('c'*len(candidate)) |     markers = list('c' * len(candidate)) | ||||||
|  |  | ||||||
|     # mark lines starting from bottom up |     # mark lines starting from bottom up | ||||||
|     for i, line_idx in reversed(list(enumerate(candidate))): |     for i, line_idx in reversed(list(enumerate(candidate))): | ||||||
| @@ -174,7 +172,7 @@ def _mark_candidate_indexes(lines, candidate): | |||||||
|             if line.startswith('-') and line.strip("-"): |             if line.startswith('-') and line.strip("-"): | ||||||
|                 markers[i] = 'd' |                 markers[i] = 'd' | ||||||
|  |  | ||||||
|     return markers |     return "".join(markers) | ||||||
|  |  | ||||||
|  |  | ||||||
| def _process_marked_candidate_indexes(candidate, markers): | def _process_marked_candidate_indexes(candidate, markers): | ||||||
|   | |||||||
| @@ -1,16 +1,15 @@ | |||||||
| # -*- coding: utf-8 -*- | # -*- coding: utf-8 -*- | ||||||
|  |  | ||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
|  |  | ||||||
| import logging | import logging | ||||||
|  |  | ||||||
| import regex as re |  | ||||||
| import numpy | import numpy | ||||||
|  | import regex as re | ||||||
| from talon.signature.learning.featurespace import features, build_pattern |  | ||||||
| from talon.utils import get_delimiter |  | ||||||
| from talon.signature.bruteforce import get_signature_candidate | from talon.signature.bruteforce import get_signature_candidate | ||||||
|  | from talon.signature.learning.featurespace import features, build_pattern | ||||||
| from talon.signature.learning.helpers import has_signature | from talon.signature.learning.helpers import has_signature | ||||||
|  | from talon.utils import get_delimiter | ||||||
|  |  | ||||||
| log = logging.getLogger(__name__) | log = logging.getLogger(__name__) | ||||||
|  |  | ||||||
| @@ -33,7 +32,7 @@ RE_REVERSE_SIGNATURE = re.compile(r''' | |||||||
|  |  | ||||||
| def is_signature_line(line, sender, classifier): | def is_signature_line(line, sender, classifier): | ||||||
|     '''Checks if the line belongs to signature. Returns True or False.''' |     '''Checks if the line belongs to signature. Returns True or False.''' | ||||||
|     data = numpy.array(build_pattern(line, features(sender))) |     data = numpy.array(build_pattern(line, features(sender))).reshape(1, -1) | ||||||
|     return classifier.predict(data) > 0 |     return classifier.predict(data) > 0 | ||||||
|  |  | ||||||
|  |  | ||||||
| @@ -58,7 +57,7 @@ def extract(body, sender): | |||||||
|                 text = delimiter.join(text) |                 text = delimiter.join(text) | ||||||
|                 if text.strip(): |                 if text.strip(): | ||||||
|                     return (text, delimiter.join(signature)) |                     return (text, delimiter.join(signature)) | ||||||
|     except Exception: |     except Exception as e: | ||||||
|         log.exception('ERROR when extracting signature with classifiers') |         log.exception('ERROR when extracting signature with classifiers') | ||||||
|  |  | ||||||
|     return (body, None) |     return (body, None) | ||||||
| @@ -81,7 +80,7 @@ def _mark_lines(lines, sender): | |||||||
|     candidate = get_signature_candidate(lines) |     candidate = get_signature_candidate(lines) | ||||||
|  |  | ||||||
|     # at first consider everything to be text no signature |     # at first consider everything to be text no signature | ||||||
|     markers = bytearray('t'*len(lines)) |     markers = list('t' * len(lines)) | ||||||
|  |  | ||||||
|     # mark lines starting from bottom up |     # mark lines starting from bottom up | ||||||
|     # mark only lines that belong to candidate |     # mark only lines that belong to candidate | ||||||
| @@ -96,7 +95,7 @@ def _mark_lines(lines, sender): | |||||||
|         elif is_signature_line(line, sender, EXTRACTOR): |         elif is_signature_line(line, sender, EXTRACTOR): | ||||||
|             markers[j] = 's' |             markers[j] = 's' | ||||||
|  |  | ||||||
|     return markers |     return "".join(markers) | ||||||
|  |  | ||||||
|  |  | ||||||
| def _process_marked_lines(lines, markers): | def _process_marked_lines(lines, markers): | ||||||
| @@ -111,3 +110,4 @@ def _process_marked_lines(lines, markers): | |||||||
|         return (lines[:-signature.end()], lines[-signature.end():]) |         return (lines[:-signature.end()], lines[-signature.end():]) | ||||||
|  |  | ||||||
|     return (lines, None) |     return (lines, None) | ||||||
|  |  | ||||||
|   | |||||||
| @@ -6,9 +6,10 @@ 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.svm import LinearSVC |  | ||||||
| from sklearn.externals import joblib | from sklearn.externals import joblib | ||||||
|  | from sklearn.svm import LinearSVC | ||||||
|  |  | ||||||
|  |  | ||||||
| def init(): | def init(): | ||||||
| @@ -29,4 +30,40 @@ def train(classifier, train_data_filename, save_classifier_filename=None): | |||||||
|  |  | ||||||
| def load(saved_classifier_filename, train_data_filename): | def load(saved_classifier_filename, train_data_filename): | ||||||
|     """Loads saved classifier. """ |     """Loads saved classifier. """ | ||||||
|  |     try: | ||||||
|         return joblib.load(saved_classifier_filename) |         return joblib.load(saved_classifier_filename) | ||||||
|  |     except Exception: | ||||||
|  |         import sys | ||||||
|  |         if sys.version_info > (3, 0): | ||||||
|  |             return load_compat(saved_classifier_filename) | ||||||
|  |  | ||||||
|  |         raise | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def load_compat(saved_classifier_filename): | ||||||
|  |     import os | ||||||
|  |     import pickle | ||||||
|  |     import tempfile | ||||||
|  |  | ||||||
|  |     # we need to switch to the data path to properly load the related _xx.npy files | ||||||
|  |     cwd = os.getcwd() | ||||||
|  |     os.chdir(os.path.dirname(saved_classifier_filename)) | ||||||
|  |  | ||||||
|  |     # convert encoding using pick.load and write to temp file which we'll tell joblib to use | ||||||
|  |     pickle_file = open(saved_classifier_filename, 'rb') | ||||||
|  |     classifier = pickle.load(pickle_file, encoding='latin1') | ||||||
|  |  | ||||||
|  |     try: | ||||||
|  |         # save our conversion if permissions allow | ||||||
|  |         joblib.dump(classifier, saved_classifier_filename) | ||||||
|  |     except Exception: | ||||||
|  |         # can't write to classifier, use a temp file | ||||||
|  |         tmp = tempfile.SpooledTemporaryFile() | ||||||
|  |         joblib.dump(classifier, tmp) | ||||||
|  |         saved_classifier_filename = tmp | ||||||
|  |  | ||||||
|  |     # important, use joblib.load before switching back to original cwd | ||||||
|  |     jb_classifier = joblib.load(saved_classifier_filename) | ||||||
|  |     os.chdir(cwd) | ||||||
|  |  | ||||||
|  |     return jb_classifier | ||||||
|   | |||||||
| @@ -17,13 +17,14 @@ suffix which should be `_sender`. | |||||||
| """ | """ | ||||||
|  |  | ||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
|  |  | ||||||
| import os | import os | ||||||
|  |  | ||||||
| import regex as re | import regex as re | ||||||
|  | from six.moves import range | ||||||
|  |  | ||||||
| from talon.signature.constants import SIGNATURE_MAX_LINES | from talon.signature.constants import SIGNATURE_MAX_LINES | ||||||
| from talon.signature.learning.featurespace import build_pattern, features | from talon.signature.learning.featurespace import build_pattern, features | ||||||
| from six.moves import range |  | ||||||
|  |  | ||||||
|  |  | ||||||
| SENDER_SUFFIX = '_sender' | SENDER_SUFFIX = '_sender' | ||||||
| BODY_SUFFIX = '_body' | BODY_SUFFIX = '_body' | ||||||
| @@ -57,9 +58,14 @@ def parse_msg_sender(filename, sender_known=True): | |||||||
|     algorithm: |     algorithm: | ||||||
|     >>> parse_msg_sender(filename, False) |     >>> parse_msg_sender(filename, False) | ||||||
|     """ |     """ | ||||||
|  |     import sys | ||||||
|  |     kwargs = {} | ||||||
|  |     if sys.version_info > (3, 0): | ||||||
|  |         kwargs["encoding"] = "utf8" | ||||||
|  |  | ||||||
|     sender, msg = None, None |     sender, msg = None, None | ||||||
|     if os.path.isfile(filename) and not is_sender_filename(filename): |     if os.path.isfile(filename) and not is_sender_filename(filename): | ||||||
|         with open(filename) as f: |         with open(filename, **kwargs) as f: | ||||||
|             msg = f.read() |             msg = f.read() | ||||||
|             sender = u'' |             sender = u'' | ||||||
|             if sender_known: |             if sender_known: | ||||||
|   | |||||||
| @@ -1,19 +1,18 @@ | |||||||
| # coding:utf-8 | # coding:utf-8 | ||||||
|  |  | ||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
| import logging |  | ||||||
| from random import shuffle | from random import shuffle | ||||||
| import chardet |  | ||||||
| import cchardet | import cchardet | ||||||
| import regex as re | import chardet | ||||||
|  |  | ||||||
| from lxml.html import html5parser |  | ||||||
| from lxml.cssselect import CSSSelector |  | ||||||
|  |  | ||||||
| import html5lib | import html5lib | ||||||
|  | import regex as re | ||||||
|  | import six | ||||||
|  | from lxml.cssselect import CSSSelector | ||||||
|  | from lxml.html import html5parser | ||||||
|  |  | ||||||
| from talon.constants import RE_DELIMITER | from talon.constants import RE_DELIMITER | ||||||
| import six |  | ||||||
|  |  | ||||||
|  |  | ||||||
| def safe_format(format_string, *args, **kwargs): | def safe_format(format_string, *args, **kwargs): | ||||||
| @@ -177,8 +176,13 @@ def html_to_text(string): | |||||||
| def html_fromstring(s): | def html_fromstring(s): | ||||||
|     """Parse html tree from string. Return None if the string can't be parsed. |     """Parse html tree from string. Return None if the string can't be parsed. | ||||||
|     """ |     """ | ||||||
|  |     if isinstance(s, six.text_type): | ||||||
|  |         s = s.encode('utf8') | ||||||
|     try: |     try: | ||||||
|         return html5parser.fromstring(s, parser=_HTML5LIB_PARSER) |         if html_too_big(s): | ||||||
|  |             return None | ||||||
|  |  | ||||||
|  |         return html5parser.fromstring(s, parser=_html5lib_parser()) | ||||||
|     except Exception: |     except Exception: | ||||||
|         pass |         pass | ||||||
|  |  | ||||||
| @@ -186,8 +190,13 @@ def html_fromstring(s): | |||||||
| def html_document_fromstring(s): | def html_document_fromstring(s): | ||||||
|     """Parse html tree from string. Return None if the string can't be parsed. |     """Parse html tree from string. Return None if the string can't be parsed. | ||||||
|     """ |     """ | ||||||
|  |     if isinstance(s, six.text_type): | ||||||
|  |         s = s.encode('utf8') | ||||||
|     try: |     try: | ||||||
|         return html5parser.document_fromstring(s, parser=_HTML5LIB_PARSER) |         if html_too_big(s): | ||||||
|  |             return None | ||||||
|  |  | ||||||
|  |         return html5parser.document_fromstring(s, parser=_html5lib_parser()) | ||||||
|     except Exception: |     except Exception: | ||||||
|         pass |         pass | ||||||
|  |  | ||||||
| @@ -196,6 +205,12 @@ def cssselect(expr, tree): | |||||||
|     return CSSSelector(expr)(tree) |     return CSSSelector(expr)(tree) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def html_too_big(s): | ||||||
|  |     if isinstance(s, six.text_type): | ||||||
|  |         s = s.encode('utf8') | ||||||
|  |     return s.count(b'<') > _MAX_TAGS_COUNT | ||||||
|  |  | ||||||
|  |  | ||||||
| def _contains_charset_spec(s): | def _contains_charset_spec(s): | ||||||
|     """Return True if the first 4KB contain charset spec |     """Return True if the first 4KB contain charset spec | ||||||
|     """ |     """ | ||||||
| @@ -220,18 +235,12 @@ def _encode_utf8(s): | |||||||
|     return s.encode('utf-8') if isinstance(s, six.text_type) else s |     return s.encode('utf-8') if isinstance(s, six.text_type) else s | ||||||
|  |  | ||||||
|  |  | ||||||
| _UTF8_DECLARATION = (b'<meta http-equiv="Content-Type" content="text/html;' | def _html5lib_parser(): | ||||||
|                      b'charset=utf-8">') |     """ | ||||||
|  |     html5lib is a pure-python library that conforms to the WHATWG HTML spec | ||||||
|  |     and is not vulnarable to certain attacks common for XML libraries | ||||||
| _BLOCKTAGS  = ['div', 'p', 'ul', 'li', 'h1', 'h2', 'h3'] |     """ | ||||||
| _HARDBREAKS = ['br', 'hr', 'tr'] |     return html5lib.HTMLParser( | ||||||
|  |  | ||||||
| _RE_EXCESSIVE_NEWLINES = re.compile("\n{2,10}") |  | ||||||
|  |  | ||||||
| # html5lib is a pure-python library that conforms to the WHATWG HTML spec |  | ||||||
| # and is not vulnarable to certain attacks common for XML libraries |  | ||||||
| _HTML5LIB_PARSER = html5lib.HTMLParser( |  | ||||||
|         # build lxml tree |         # build lxml tree | ||||||
|         html5lib.treebuilders.getTreeBuilder("lxml"), |         html5lib.treebuilders.getTreeBuilder("lxml"), | ||||||
|         # remove namespace value from inside lxml.html.html5paser element tag |         # remove namespace value from inside lxml.html.html5paser element tag | ||||||
| @@ -239,3 +248,16 @@ _HTML5LIB_PARSER = html5lib.HTMLParser( | |||||||
|         # instead of "div", throwing the algo off |         # instead of "div", throwing the algo off | ||||||
|         namespaceHTMLElements=False |         namespaceHTMLElements=False | ||||||
|     ) |     ) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | _UTF8_DECLARATION = (b'<meta http-equiv="Content-Type" content="text/html;' | ||||||
|  |                      b'charset=utf-8">') | ||||||
|  |  | ||||||
|  | _BLOCKTAGS = ['div', 'p', 'ul', 'li', 'h1', 'h2', 'h3'] | ||||||
|  | _HARDBREAKS = ['br', 'hr', 'tr'] | ||||||
|  |  | ||||||
|  | _RE_EXCESSIVE_NEWLINES = re.compile("\n{2,10}") | ||||||
|  |  | ||||||
|  | # an extensive research shows that exceeding this limit | ||||||
|  | # might lead to excessive processing time | ||||||
|  | _MAX_TAGS_COUNT = 419 | ||||||
|   | |||||||
| @@ -1,13 +1,13 @@ | |||||||
| # -*- coding: utf-8 -*- | # -*- coding: utf-8 -*- | ||||||
|  |  | ||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
| from . import * |  | ||||||
| from . fixtures import * |  | ||||||
|  |  | ||||||
| import regex as re | # noinspection PyUnresolvedReferences | ||||||
|  | import re | ||||||
|  |  | ||||||
| from talon import quotations, utils as u | from talon import quotations, utils as u | ||||||
|  | from . import * | ||||||
|  | from .fixtures import * | ||||||
|  |  | ||||||
| RE_WHITESPACE = re.compile("\s") | RE_WHITESPACE = re.compile("\s") | ||||||
| RE_DOUBLE_WHITESPACE = re.compile("\s") | RE_DOUBLE_WHITESPACE = re.compile("\s") | ||||||
| @@ -303,7 +303,12 @@ Reply | |||||||
|  |  | ||||||
|  |  | ||||||
| def extract_reply_and_check(filename): | def extract_reply_and_check(filename): | ||||||
|     f = open(filename) |     import sys | ||||||
|  |     kwargs = {} | ||||||
|  |     if sys.version_info > (3, 0): | ||||||
|  |         kwargs["encoding"] = "utf8" | ||||||
|  |  | ||||||
|  |     f = open(filename, **kwargs) | ||||||
|  |  | ||||||
|     msg_body = f.read() |     msg_body = f.read() | ||||||
|     reply = quotations.extract_from_html(msg_body) |     reply = quotations.extract_from_html(msg_body) | ||||||
| @@ -385,7 +390,7 @@ def test_gmail_forwarded_msg(): | |||||||
|     eq_(RE_WHITESPACE.sub('', msg_body), RE_WHITESPACE.sub('', extracted)) |     eq_(RE_WHITESPACE.sub('', msg_body), RE_WHITESPACE.sub('', extracted)) | ||||||
|  |  | ||||||
|  |  | ||||||
| @patch.object(quotations, 'MAX_HTML_LEN', 1) | @patch.object(u, '_MAX_TAGS_COUNT', 4) | ||||||
| def test_too_large_html(): | def test_too_large_html(): | ||||||
|     msg_body = 'Reply' \ |     msg_body = 'Reply' \ | ||||||
|                '<div class="gmail_quote">' \ |                '<div class="gmail_quote">' \ | ||||||
|   | |||||||
| @@ -1,16 +1,16 @@ | |||||||
| # -*- coding: utf-8 -*- | # -*- coding: utf-8 -*- | ||||||
|  |  | ||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
| from .. import * |  | ||||||
|  |  | ||||||
| import os | import os | ||||||
|  |  | ||||||
| from talon.signature.learning import dataset |  | ||||||
| from talon import signature |  | ||||||
| from talon.signature import extraction as e |  | ||||||
| from talon.signature import bruteforce |  | ||||||
| from six.moves import range | from six.moves import range | ||||||
|  |  | ||||||
|  | from talon.signature import bruteforce, extraction, extract | ||||||
|  | from talon.signature import extraction as e | ||||||
|  | from talon.signature.learning import dataset | ||||||
|  | from .. import * | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_message_shorter_SIGNATURE_MAX_LINES(): | def test_message_shorter_SIGNATURE_MAX_LINES(): | ||||||
|     sender = "bob@foo.bar" |     sender = "bob@foo.bar" | ||||||
| @@ -18,20 +18,25 @@ def test_message_shorter_SIGNATURE_MAX_LINES(): | |||||||
|  |  | ||||||
| Thanks in advance, | Thanks in advance, | ||||||
| Bob""" | Bob""" | ||||||
|     text, extracted_signature = signature.extract(body, sender) |     text, extracted_signature = extract(body, sender) | ||||||
|     eq_('\n'.join(body.splitlines()[:2]), text) |     eq_('\n'.join(body.splitlines()[:2]), text) | ||||||
|     eq_('\n'.join(body.splitlines()[-2:]), extracted_signature) |     eq_('\n'.join(body.splitlines()[-2:]), extracted_signature) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_messages_longer_SIGNATURE_MAX_LINES(): | def test_messages_longer_SIGNATURE_MAX_LINES(): | ||||||
|  |     import sys | ||||||
|  |     kwargs = {} | ||||||
|  |     if sys.version_info > (3, 0): | ||||||
|  |         kwargs["encoding"] = "utf8" | ||||||
|  |  | ||||||
|     for filename in os.listdir(STRIPPED): |     for filename in os.listdir(STRIPPED): | ||||||
|         filename = os.path.join(STRIPPED, filename) |         filename = os.path.join(STRIPPED, filename) | ||||||
|         if not filename.endswith('_body'): |         if not filename.endswith('_body'): | ||||||
|             continue |             continue | ||||||
|         sender, body = dataset.parse_msg_sender(filename) |         sender, body = dataset.parse_msg_sender(filename) | ||||||
|         text, extracted_signature = signature.extract(body, sender) |         text, extracted_signature = extract(body, sender) | ||||||
|         extracted_signature = extracted_signature or '' |         extracted_signature = extracted_signature or '' | ||||||
|         with open(filename[:-len('body')] + 'signature') as ms: |         with open(filename[:-len('body')] + 'signature', **kwargs) as ms: | ||||||
|             msg_signature = ms.read() |             msg_signature = ms.read() | ||||||
|             eq_(msg_signature.strip(), extracted_signature.strip()) |             eq_(msg_signature.strip(), extracted_signature.strip()) | ||||||
|             stripped_msg = body.strip()[:len(body.strip()) - len(msg_signature)] |             stripped_msg = body.strip()[:len(body.strip()) - len(msg_signature)] | ||||||
| @@ -47,7 +52,7 @@ Thanks in advance, | |||||||
| some text which doesn't seem to be a signature at all | some text which doesn't seem to be a signature at all | ||||||
| Bob""" | Bob""" | ||||||
|  |  | ||||||
|     text, extracted_signature = signature.extract(body, sender) |     text, extracted_signature = extract(body, sender) | ||||||
|     eq_('\n'.join(body.splitlines()[:2]), text) |     eq_('\n'.join(body.splitlines()[:2]), text) | ||||||
|     eq_('\n'.join(body.splitlines()[-3:]), extracted_signature) |     eq_('\n'.join(body.splitlines()[-3:]), extracted_signature) | ||||||
|  |  | ||||||
| @@ -60,7 +65,7 @@ Thanks in advance, | |||||||
| some long text here which doesn't seem to be a signature at all | some long text here which doesn't seem to be a signature at all | ||||||
| Bob""" | Bob""" | ||||||
|  |  | ||||||
|     text, extracted_signature = signature.extract(body, sender) |     text, extracted_signature = extract(body, sender) | ||||||
|     eq_('\n'.join(body.splitlines()[:-1]), text) |     eq_('\n'.join(body.splitlines()[:-1]), text) | ||||||
|     eq_('Bob', extracted_signature) |     eq_('Bob', extracted_signature) | ||||||
|  |  | ||||||
| @@ -68,13 +73,13 @@ Bob""" | |||||||
|  |  | ||||||
|     some *long* text here which doesn't seem to be a signature at all |     some *long* text here which doesn't seem to be a signature at all | ||||||
|     """ |     """ | ||||||
|     ((body, None), signature.extract(body, "david@example.com")) |     ((body, None), extract(body, "david@example.com")) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_basic(): | def test_basic(): | ||||||
|     msg_body = 'Blah\r\n--\r\n\r\nSergey Obukhov' |     msg_body = 'Blah\r\n--\r\n\r\nSergey Obukhov' | ||||||
|     eq_(('Blah', '--\r\n\r\nSergey Obukhov'), |     eq_(('Blah', '--\r\n\r\nSergey Obukhov'), | ||||||
|         signature.extract(msg_body, 'Sergey')) |         extract(msg_body, 'Sergey')) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_capitalized(): | def test_capitalized(): | ||||||
| @@ -99,7 +104,7 @@ Doe Inc | |||||||
| Doe Inc | Doe Inc | ||||||
| 555-531-7967""" | 555-531-7967""" | ||||||
|  |  | ||||||
|     eq_(sig, signature.extract(msg_body, 'Doe')[1]) |     eq_(sig, extract(msg_body, 'Doe')[1]) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_over_2_text_lines_after_signature(): | def test_over_2_text_lines_after_signature(): | ||||||
| @@ -110,25 +115,25 @@ def test_over_2_text_lines_after_signature(): | |||||||
|     2 non signature lines in the end |     2 non signature lines in the end | ||||||
|     It's not signature |     It's not signature | ||||||
|     """ |     """ | ||||||
|     text, extracted_signature = signature.extract(body, "Bob") |     text, extracted_signature = extract(body, "Bob") | ||||||
|     eq_(extracted_signature, None) |     eq_(extracted_signature, None) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_no_signature(): | def test_no_signature(): | ||||||
|     sender, body = "bob@foo.bar", "Hello" |     sender, body = "bob@foo.bar", "Hello" | ||||||
|     eq_((body, None), signature.extract(body, sender)) |     eq_((body, None), extract(body, sender)) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_handles_unicode(): | def test_handles_unicode(): | ||||||
|     sender, body = dataset.parse_msg_sender(UNICODE_MSG) |     sender, body = dataset.parse_msg_sender(UNICODE_MSG) | ||||||
|     text, extracted_signature = signature.extract(body, sender) |     text, extracted_signature = extract(body, sender) | ||||||
|  |  | ||||||
|  |  | ||||||
| @patch.object(signature.extraction, 'has_signature') | @patch.object(extraction, 'has_signature') | ||||||
| def test_signature_extract_crash(has_signature): | def test_signature_extract_crash(has_signature): | ||||||
|     has_signature.side_effect = Exception('Bam!') |     has_signature.side_effect = Exception('Bam!') | ||||||
|     msg_body = u'Blah\r\n--\r\n\r\nСергей' |     msg_body = u'Blah\r\n--\r\n\r\nСергей' | ||||||
|     eq_((msg_body, None), signature.extract(msg_body, 'Сергей')) |     eq_((msg_body, None), extract(msg_body, 'Сергей')) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_mark_lines(): | def test_mark_lines(): | ||||||
|   | |||||||
| @@ -35,6 +35,19 @@ On 11-Apr-2011, at 6:54 PM, Roman Tkachenko <romant@example.com> wrote: | |||||||
|  |  | ||||||
|     eq_("Test reply", quotations.extract_from_plain(msg_body)) |     eq_("Test reply", quotations.extract_from_plain(msg_body)) | ||||||
|  |  | ||||||
|  | def test_pattern_on_date_polymail(): | ||||||
|  |     msg_body = """Test reply | ||||||
|  |  | ||||||
|  | On Tue, Apr 11, 2017 at 10:07 PM John Smith | ||||||
|  |  | ||||||
|  | < | ||||||
|  | mailto:John Smith <johnsmith@gmail.com> | ||||||
|  | > wrote: | ||||||
|  | Test quoted data | ||||||
|  | """ | ||||||
|  |  | ||||||
|  |     eq_("Test reply", quotations.extract_from_plain(msg_body)) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_pattern_sent_from_samsung_smb_wrote(): | def test_pattern_sent_from_samsung_smb_wrote(): | ||||||
|     msg_body = """Test reply |     msg_body = """Test reply | ||||||
| @@ -106,6 +119,38 @@ On 11-Apr-2011, at 6:54 PM, Roman Tkachenko <romant@example.com> sent: | |||||||
|     eq_("Test reply", quotations.extract_from_plain(msg_body)) |     eq_("Test reply", quotations.extract_from_plain(msg_body)) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def test_appointment(): | ||||||
|  |     msg_body = """Response | ||||||
|  |  | ||||||
|  | 10/19/2017 @ 9:30 am for physical therapy | ||||||
|  | Bla | ||||||
|  | 1517 4th Avenue Ste 300 | ||||||
|  | London CA 19129, 555-421-6780 | ||||||
|  |  | ||||||
|  | John Doe, FCLS | ||||||
|  | Mailgun Inc | ||||||
|  | 555-941-0697 | ||||||
|  |  | ||||||
|  | From: from@example.com [mailto:from@example.com] | ||||||
|  | Sent: Wednesday, October 18, 2017 2:05 PM | ||||||
|  | To: John Doer - SIU <jd@example.com> | ||||||
|  | Subject: RE: Claim # 5551188-1 | ||||||
|  |  | ||||||
|  | Text""" | ||||||
|  |  | ||||||
|  |     expected = """Response | ||||||
|  |  | ||||||
|  | 10/19/2017 @ 9:30 am for physical therapy | ||||||
|  | Bla | ||||||
|  | 1517 4th Avenue Ste 300 | ||||||
|  | London CA 19129, 555-421-6780 | ||||||
|  |  | ||||||
|  | John Doe, FCLS | ||||||
|  | Mailgun Inc | ||||||
|  | 555-941-0697""" | ||||||
|  |     eq_(expected, quotations.extract_from_plain(msg_body)) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_line_starts_with_on(): | def test_line_starts_with_on(): | ||||||
|     msg_body = """Blah-blah-blah |     msg_body = """Blah-blah-blah | ||||||
| On blah-blah-blah""" | On blah-blah-blah""" | ||||||
| @@ -142,7 +187,8 @@ def _check_pattern_original_message(original_message_indicator): | |||||||
| -----{}----- | -----{}----- | ||||||
|  |  | ||||||
| Test""" | Test""" | ||||||
|     eq_('Test reply', quotations.extract_from_plain(msg_body.format(six.text_type(original_message_indicator)))) |     eq_('Test reply', quotations.extract_from_plain( | ||||||
|  |         msg_body.format(six.text_type(original_message_indicator)))) | ||||||
|  |  | ||||||
| def test_english_original_message(): | def test_english_original_message(): | ||||||
|     _check_pattern_original_message('Original Message') |     _check_pattern_original_message('Original Message') | ||||||
| @@ -165,6 +211,17 @@ Test reply""" | |||||||
|     eq_("Test reply", quotations.extract_from_plain(msg_body)) |     eq_("Test reply", quotations.extract_from_plain(msg_body)) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def test_android_wrote(): | ||||||
|  |     msg_body = """Test reply | ||||||
|  |  | ||||||
|  | ---- John Smith wrote ---- | ||||||
|  |  | ||||||
|  | > quoted | ||||||
|  | > text | ||||||
|  | """ | ||||||
|  |     eq_("Test reply", quotations.extract_from_plain(msg_body)) | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_reply_wraps_quotations(): | def test_reply_wraps_quotations(): | ||||||
|     msg_body = """Test reply |     msg_body = """Test reply | ||||||
|  |  | ||||||
| @@ -376,6 +433,14 @@ Op 17-feb.-2015, om 13:18 heeft Julius Caesar <pantheon@rome.com> het volgende g | |||||||
| Small batch beard laboris tempor, non listicle hella Tumblr heirloom. | Small batch beard laboris tempor, non listicle hella Tumblr heirloom. | ||||||
| """)) | """)) | ||||||
|  |  | ||||||
|  | def test_vietnamese_from_block(): | ||||||
|  |     eq_('Hello', quotations.extract_from_plain( | ||||||
|  |     u"""Hello | ||||||
|  |  | ||||||
|  | Vào 14:24 8 tháng 6, 2017, Hùng Nguyễn <hungnguyen@xxx.com> đã viết: | ||||||
|  |  | ||||||
|  | > Xin chào | ||||||
|  | """)) | ||||||
|  |  | ||||||
| def test_quotation_marker_false_positive(): | def test_quotation_marker_false_positive(): | ||||||
|     msg_body = """Visit us now for assistance... |     msg_body = """Visit us now for assistance... | ||||||
| @@ -696,3 +761,65 @@ def test_standard_replies(): | |||||||
|                 "'%(reply)s' != %(stripped)s for %(fn)s" % \ |                 "'%(reply)s' != %(stripped)s for %(fn)s" % \ | ||||||
|                 {'reply': reply_text, 'stripped': stripped_text, |                 {'reply': reply_text, 'stripped': stripped_text, | ||||||
|                  'fn': filename} |                  'fn': filename} | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def test_split_email(): | ||||||
|  |     msg = """From: Mr. X | ||||||
|  |     Date: 24 February 2016 | ||||||
|  |     To: Mr. Y | ||||||
|  |     Subject: Hi | ||||||
|  |     Attachments: none | ||||||
|  |     Goodbye. | ||||||
|  |     From: Mr. Y | ||||||
|  |     To: Mr. X | ||||||
|  |     Date: 24 February 2016 | ||||||
|  |     Subject: Hi | ||||||
|  |     Attachments: none | ||||||
|  |  | ||||||
|  |     Hello. | ||||||
|  |  | ||||||
|  |         On 24th February 2016 at 09.32am, Conal wrote: | ||||||
|  |  | ||||||
|  |         Hey! | ||||||
|  |  | ||||||
|  |         On Mon, 2016-10-03 at 09:45 -0600, Stangel, Dan wrote: | ||||||
|  |         > Mohan, | ||||||
|  |         > | ||||||
|  |         > We have not yet migrated the systems. | ||||||
|  |         > | ||||||
|  |         > Dan | ||||||
|  |         > | ||||||
|  |         > > -----Original Message----- | ||||||
|  |         > > Date: Mon, 2 Apr 2012 17:44:22 +0400 | ||||||
|  |         > > Subject: Test | ||||||
|  |         > > From: bob@xxx.mailgun.org | ||||||
|  |         > > To: xxx@gmail.com; xxx@hotmail.com; xxx@yahoo.com; xxx@aol.com; xxx@comcast.net; xxx@nyc.rr.com | ||||||
|  |         > > | ||||||
|  |         > > Hi | ||||||
|  |         > > | ||||||
|  |         > > > From: bob@xxx.mailgun.org | ||||||
|  |         > > > To: xxx@gmail.com; xxx@hotmail.com; xxx@yahoo.com; xxx@aol.com; xxx@comcast.net; xxx@nyc.rr.com | ||||||
|  |         > > > Date: Mon, 2 Apr 2012 17:44:22 +0400 | ||||||
|  |         > > > Subject: Test | ||||||
|  |         > > > Hi | ||||||
|  |         > > > | ||||||
|  |         > > | ||||||
|  |         > | ||||||
|  |         > | ||||||
|  | """ | ||||||
|  |     expected_markers = "stttttsttttetesetesmmmmmmssmmmmmmsmmmmmmmm" | ||||||
|  |     markers = quotations.split_emails(msg) | ||||||
|  |     eq_(markers, expected_markers) | ||||||
|  |  | ||||||
|  |  | ||||||
|  |  | ||||||
|  | def test_feedback_below_left_unparsed(): | ||||||
|  |     msg_body = """Please enter your feedback below. Thank you. | ||||||
|  |  | ||||||
|  | ------------------------------------- Enter Feedback Below ------------------------------------- | ||||||
|  |  | ||||||
|  | The user experience was unparallelled. Please continue production. I'm sending payment to ensure | ||||||
|  | that this line is intact.""" | ||||||
|  |  | ||||||
|  |     parsed = quotations.extract_from_plain(msg_body) | ||||||
|  |     eq_(msg_body, parsed.decode('utf8')) | ||||||
|   | |||||||
| @@ -1,12 +1,12 @@ | |||||||
| # coding:utf-8 | # coding:utf-8 | ||||||
|  |  | ||||||
| from __future__ import absolute_import | from __future__ import absolute_import | ||||||
| from . import * |  | ||||||
|  |  | ||||||
| from talon import utils as u |  | ||||||
| import cchardet | import cchardet | ||||||
| import six | import six | ||||||
| from lxml import html |  | ||||||
|  | from talon import utils as u | ||||||
|  | from . import * | ||||||
|  |  | ||||||
|  |  | ||||||
| def test_get_delimiter(): | def test_get_delimiter(): | ||||||
| @@ -29,7 +29,9 @@ def test_unicode(): | |||||||
|  |  | ||||||
| def test_detect_encoding(): | def test_detect_encoding(): | ||||||
|     eq_('ascii', u.detect_encoding(b'qwe').lower()) |     eq_('ascii', u.detect_encoding(b'qwe').lower()) | ||||||
|     eq_ ('iso-8859-2', u.detect_encoding(u'Versi\xf3n'.encode('iso-8859-2')).lower()) |     ok_(u.detect_encoding( | ||||||
|  |         u'Versi\xf3n'.encode('iso-8859-2')).lower() in [ | ||||||
|  |             'iso-8859-1', 'iso-8859-2']) | ||||||
|     eq_('utf-8', u.detect_encoding(u'привет'.encode('utf8')).lower()) |     eq_('utf-8', u.detect_encoding(u'привет'.encode('utf8')).lower()) | ||||||
|     # fallback to utf-8 |     # fallback to utf-8 | ||||||
|     with patch.object(u.chardet, 'detect') as detect: |     with patch.object(u.chardet, 'detect') as detect: | ||||||
| @@ -39,7 +41,9 @@ def test_detect_encoding(): | |||||||
|  |  | ||||||
| def test_quick_detect_encoding(): | def test_quick_detect_encoding(): | ||||||
|     eq_('ascii', u.quick_detect_encoding(b'qwe').lower()) |     eq_('ascii', u.quick_detect_encoding(b'qwe').lower()) | ||||||
|     eq_ ('windows-1252', u.quick_detect_encoding(u'Versi\xf3n'.encode('windows-1252')).lower()) |     ok_(u.quick_detect_encoding( | ||||||
|  |         u'Versi\xf3n'.encode('windows-1252')).lower() in [ | ||||||
|  |             'windows-1252', 'windows-1250']) | ||||||
|     eq_('utf-8', u.quick_detect_encoding(u'привет'.encode('utf8')).lower()) |     eq_('utf-8', u.quick_detect_encoding(u'привет'.encode('utf8')).lower()) | ||||||
|  |  | ||||||
|  |  | ||||||
| @@ -111,9 +115,9 @@ font: 13px 'Lucida Grande', Arial, sans-serif; | |||||||
|  |  | ||||||
|  |  | ||||||
| def test_comment_no_parent(): | def test_comment_no_parent(): | ||||||
|     s = "<!-- COMMENT 1 --> no comment" |     s = b'<!-- COMMENT 1 --> no comment' | ||||||
|     d = u.html_document_fromstring(s) |     d = u.html_document_fromstring(s) | ||||||
|     eq_("no comment", u.html_tree_to_text(d)) |     eq_(b"no comment", u.html_tree_to_text(d)) | ||||||
|  |  | ||||||
|  |  | ||||||
| @patch.object(u.html5parser, 'fromstring', Mock(side_effect=Exception())) | @patch.object(u.html5parser, 'fromstring', Mock(side_effect=Exception())) | ||||||
| @@ -121,13 +125,39 @@ def test_html_fromstring_exception(): | |||||||
|     eq_(None, u.html_fromstring("<html></html>")) |     eq_(None, u.html_fromstring("<html></html>")) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | @patch.object(u, 'html_too_big', Mock()) | ||||||
|  | @patch.object(u.html5parser, 'fromstring') | ||||||
|  | def test_html_fromstring_too_big(fromstring): | ||||||
|  |     eq_(None, u.html_fromstring("<html></html>")) | ||||||
|  |     assert_false(fromstring.called) | ||||||
|  |  | ||||||
|  |  | ||||||
| @patch.object(u.html5parser, 'document_fromstring') | @patch.object(u.html5parser, 'document_fromstring') | ||||||
| def test_html_document_fromstring_exception(document_fromstring): | def test_html_document_fromstring_exception(document_fromstring): | ||||||
|     document_fromstring.side_effect = Exception() |     document_fromstring.side_effect = Exception() | ||||||
|     eq_(None, u.html_document_fromstring("<html></html>")) |     eq_(None, u.html_document_fromstring("<html></html>")) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | @patch.object(u, 'html_too_big', Mock()) | ||||||
|  | @patch.object(u.html5parser, 'document_fromstring') | ||||||
|  | def test_html_document_fromstring_too_big(document_fromstring): | ||||||
|  |     eq_(None, u.html_document_fromstring("<html></html>")) | ||||||
|  |     assert_false(document_fromstring.called) | ||||||
|  |  | ||||||
|  |  | ||||||
| @patch.object(u, 'html_fromstring', Mock(return_value=None)) | @patch.object(u, 'html_fromstring', Mock(return_value=None)) | ||||||
| def test_bad_html_to_text(): | def test_bad_html_to_text(): | ||||||
|     bad_html = "one<br>two<br>three" |     bad_html = "one<br>two<br>three" | ||||||
|     eq_(None, u.html_to_text(bad_html)) |     eq_(None, u.html_to_text(bad_html)) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | @patch.object(u, '_MAX_TAGS_COUNT', 3) | ||||||
|  | def test_html_too_big(): | ||||||
|  |     eq_(False, u.html_too_big("<div></div>")) | ||||||
|  |     eq_(True, u.html_too_big("<div><span>Hi</span></div>")) | ||||||
|  |  | ||||||
|  |  | ||||||
|  | @patch.object(u, '_MAX_TAGS_COUNT', 3) | ||||||
|  | def test_html_to_text(): | ||||||
|  |     eq_(b"Hello", u.html_to_text("<div>Hello</div>")) | ||||||
|  |     eq_(None, u.html_to_text("<div><span>Hi</span></div>")) | ||||||
|   | |||||||
		Reference in New Issue
	
	Block a user