dataimport/csv.py
author Julien Cristau <julien.cristau@logilab.fr>
Tue, 08 Sep 2015 16:26:56 +0200
changeset 10653 42c5bd7286b7
parent 10612 84468b90e9c1
child 10669 155c29e0ed1c
permissions -rw-r--r--
[schema] improve normalization of RQLExpressions Parse and print back the expression instead of manipulating the string. Among other benefits, it means we don't mangle embedded string constants that contain commas or multiple spaces. Closes #6694426
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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# copyright 2003-2015 LOGILAB S.A. (Paris, FRANCE), all rights reserved.
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# contact http://www.logilab.fr/ -- mailto:contact@logilab.fr
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#
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# This file is part of CubicWeb.
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#
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# CubicWeb is free software: you can redistribute it and/or modify it under the
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# terms of the GNU Lesser General Public License as published by the Free
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# Software Foundation, either version 2.1 of the License, or (at your option)
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# any later version.
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#
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# CubicWeb is distributed in the hope that it will be useful, but WITHOUT
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# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
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# FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public License for more
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# details.
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#
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# You should have received a copy of the GNU Lesser General Public License along
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# with CubicWeb.  If not, see <http://www.gnu.org/licenses/>.
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"""Functions to help importing CSV data"""
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from __future__ import absolute_import, print_function
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import csv as csvmod
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import warnings
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import os.path as osp
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from six import string_types
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from logilab.common import shellutils
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def count_lines(stream_or_filename):
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    if isinstance(stream_or_filename, string_types):
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        f = open(stream_or_filename)
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    else:
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        f = stream_or_filename
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        f.seek(0)
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    for i, line in enumerate(f):
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        pass
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    f.seek(0)
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    return i+1
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def ucsvreader_pb(stream_or_path, encoding='utf-8', delimiter=',', quotechar='"',
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                  skipfirst=False, withpb=True, skip_empty=True, separator=None,
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                  quote=None):
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    """same as :func:`ucsvreader` but a progress bar is displayed as we iter on rows"""
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    if separator is not None:
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        delimiter = separator
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        warnings.warn("[3.20] 'separator' kwarg is deprecated, use 'delimiter' instead")
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    if quote is not None:
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        quotechar = quote
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        warnings.warn("[3.20] 'quote' kwarg is deprecated, use 'quotechar' instead")
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    if isinstance(stream_or_path, string_types):
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        if not osp.exists(stream_or_path):
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            raise Exception("file doesn't exists: %s" % stream_or_path)
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        stream = open(stream_or_path)
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    else:
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        stream = stream_or_path
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    rowcount = count_lines(stream)
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    if skipfirst:
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        rowcount -= 1
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    if withpb:
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        pb = shellutils.ProgressBar(rowcount, 50)
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    for urow in ucsvreader(stream, encoding, delimiter, quotechar,
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                           skipfirst=skipfirst, skip_empty=skip_empty):
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        yield urow
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        if withpb:
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            pb.update()
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    print(' %s rows imported' % rowcount)
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def ucsvreader(stream, encoding='utf-8', delimiter=',', quotechar='"',
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               skipfirst=False, ignore_errors=False, skip_empty=True,
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               separator=None, quote=None):
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    """A csv reader that accepts files with any encoding and outputs unicode
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    strings
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    if skip_empty (the default), lines without any values specified (only
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    separators) will be skipped. This is useful for Excel exports which may be
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    full of such lines.
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    """
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    if separator is not None:
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        delimiter = separator
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        warnings.warn("[3.20] 'separator' kwarg is deprecated, use 'delimiter' instead")
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    if quote is not None:
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        quotechar = quote
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        warnings.warn("[3.20] 'quote' kwarg is deprecated, use 'quotechar' instead")
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    it = iter(csvmod.reader(stream, delimiter=delimiter, quotechar=quotechar))
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    if not ignore_errors:
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        if skipfirst:
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            it.next()
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        for row in it:
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            decoded = [item.decode(encoding) for item in row]
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            if not skip_empty or any(decoded):
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                yield decoded
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    else:
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        if skipfirst:
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            try:
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                row = it.next()
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            except csvmod.Error:
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                pass
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        # Safe version, that can cope with error in CSV file
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        while True:
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            try:
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                row = it.next()
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            # End of CSV, break
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            except StopIteration:
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                break
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            # Error in CSV, ignore line and continue
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            except csvmod.Error:
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                continue
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            decoded = [item.decode(encoding) for item in row]
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            if not skip_empty or any(decoded):
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                yield decoded
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