dataimport/deprecated.py
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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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"""Old and deprecated dataimport API that provides tools to import tabular data.
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Example of use (run this with `cubicweb-ctl shell instance import-script.py`):
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.. sourcecode:: python
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  from cubicweb.dataimport import *
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  # define data generators
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  GENERATORS = []
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  USERS = [('Prenom', 'firstname', ()),
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           ('Nom', 'surname', ()),
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           ('Identifiant', 'login', ()),
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           ]
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  def gen_users(ctl):
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      for row in ctl.iter_and_commit('utilisateurs'):
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          entity = mk_entity(row, USERS)
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          entity['upassword'] = 'motdepasse'
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          ctl.check('login', entity['login'], None)
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          entity = ctl.store.prepare_insert_entity('CWUser', **entity)
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          email = ctl.store.prepare_insert_entity('EmailAddress', address=row['email'])
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          ctl.store.prepare_insert_relation(entity, 'use_email', email)
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          ctl.store.rql('SET U in_group G WHERE G name "users", U eid %(x)s', {'x': entity})
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  CHK = [('login', check_doubles, 'Utilisateurs Login',
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          'Deux utilisateurs ne devraient pas avoir le meme login.'),
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         ]
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  GENERATORS.append( (gen_users, CHK) )
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  # create controller
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  ctl = CWImportController(RQLObjectStore(cnx))
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  ctl.askerror = 1
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  ctl.generators = GENERATORS
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  ctl.data['utilisateurs'] = lazytable(ucsvreader(open('users.csv')))
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  # run
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  ctl.run()
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.. BUG file with one column are not parsable
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.. TODO rollback() invocation is not possible yet
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"""
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from __future__ import print_function
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import sys
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import traceback
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from StringIO import StringIO
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from logilab.common import attrdict, shellutils
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from logilab.common.date import strptime
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from logilab.common.deprecation import deprecated, class_deprecated
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from cubicweb import QueryError
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from cubicweb.dataimport import callfunc_every
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@deprecated('[3.21] deprecated')
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def lazytable(reader):
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    """The first row is taken to be the header of the table and
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    used to output a dict for each row of data.
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    >>> data = lazytable(ucsvreader(open(filename)))
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    """
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    header = reader.next()
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    for row in reader:
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        yield dict(zip(header, row))
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@deprecated('[3.21] deprecated')
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def lazydbtable(cu, table, headers, orderby=None):
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    """return an iterator on rows of a sql table. On each row, fetch columns
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    defined in headers and return values as a dictionary.
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    >>> data = lazydbtable(cu, 'experimentation', ('id', 'nickname', 'gps'))
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    """
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    sql = 'SELECT %s FROM %s' % (','.join(headers), table,)
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    if orderby:
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        sql += ' ORDER BY %s' % ','.join(orderby)
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    cu.execute(sql)
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    while True:
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        row = cu.fetchone()
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        if row is None:
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            break
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        yield dict(zip(headers, row))
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@deprecated('[3.21] deprecated')
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def tell(msg):
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    print(msg)
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@deprecated('[3.21] deprecated')
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def confirm(question):
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    """A confirm function that asks for yes/no/abort and exits on abort."""
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    answer = shellutils.ASK.ask(question, ('Y', 'n', 'abort'), 'Y')
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    if answer == 'abort':
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        sys.exit(1)
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    return answer == 'Y'
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class catch_error(object):
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    """Helper for @contextmanager decorator."""
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    __metaclass__ = class_deprecated
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    __deprecation_warning__ = '[3.21] deprecated'
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    def __init__(self, ctl, key='unexpected error', msg=None):
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        self.ctl = ctl
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        self.key = key
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        self.msg = msg
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    def __enter__(self):
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        return self
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    def __exit__(self, type, value, traceback):
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        if type is not None:
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            if issubclass(type, (KeyboardInterrupt, SystemExit)):
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                return # re-raise
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            if self.ctl.catcherrors:
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                self.ctl.record_error(self.key, None, type, value, traceback)
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                return True # silent
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@deprecated('[3.21] deprecated')
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def mk_entity(row, map):
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    """Return a dict made from sanitized mapped values.
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    ValueError can be raised on unexpected values found in checkers
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    >>> row = {'myname': u'dupont'}
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    >>> map = [('myname', u'name', (call_transform_method('title'),))]
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    >>> mk_entity(row, map)
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    {'name': u'Dupont'}
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    >>> row = {'myname': u'dupont', 'optname': u''}
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    >>> map = [('myname', u'name', (call_transform_method('title'),)),
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    ...        ('optname', u'MARKER', (optional,))]
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    >>> mk_entity(row, map)
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    {'name': u'Dupont', 'optname': None}
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    """
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    res = {}
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    assert isinstance(row, dict)
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    assert isinstance(map, list)
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    for src, dest, funcs in map:
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        try:
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            res[dest] = row[src]
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        except KeyError:
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            continue
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        try:
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            for func in funcs:
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                res[dest] = func(res[dest])
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                if res[dest] is None:
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                    break
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        except ValueError as err:
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            raise ValueError('error with %r field: %s' % (src, err)), None, sys.exc_info()[-1]
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    return res
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# base sanitizing/coercing functions ###########################################
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@deprecated('[3.21] deprecated')
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def optional(value):
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    """checker to filter optional field
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    If value is undefined (ex: empty string), return None that will
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    break the checkers validation chain
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    General use is to add 'optional' check in first condition to avoid
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    ValueError by further checkers
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    >>> MAPPER = [(u'value', 'value', (optional, int))]
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    >>> row = {'value': u'XXX'}
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    >>> mk_entity(row, MAPPER)
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    {'value': None}
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    >>> row = {'value': u'100'}
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    >>> mk_entity(row, MAPPER)
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    {'value': 100}
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    """
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    if value:
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        return value
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    return None
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@deprecated('[3.21] deprecated')
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def required(value):
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    """raise ValueError if value is empty
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    This check should be often found in last position in the chain.
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    """
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    if value:
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        return value
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    raise ValueError("required")
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@deprecated('[3.21] deprecated')
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def todatetime(format='%d/%m/%Y'):
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    """return a transformation function to turn string input value into a
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    `datetime.datetime` instance, using given format.
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    Follow it by `todate` or `totime` functions from `logilab.common.date` if
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    you want a `date`/`time` instance instead of `datetime`.
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    """
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    def coerce(value):
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        return strptime(value, format)
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    return coerce
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@deprecated('[3.21] deprecated')
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def call_transform_method(methodname, *args, **kwargs):
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    """return value returned by calling the given method on input"""
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    def coerce(value):
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        return getattr(value, methodname)(*args, **kwargs)
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    return coerce
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@deprecated('[3.21] deprecated')
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def call_check_method(methodname, *args, **kwargs):
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    """check value returned by calling the given method on input is true,
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    else raise ValueError
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    """
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    def check(value):
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   237
        if getattr(value, methodname)(*args, **kwargs):
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            return value
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        raise ValueError('%s not verified on %r' % (methodname, value))
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    return check
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# base integrity checking functions ############################################
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@deprecated('[3.21] deprecated')
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def check_doubles(buckets):
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    """Extract the keys that have more than one item in their bucket."""
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    return [(k, len(v)) for k, v in buckets.items() if len(v) > 1]
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@deprecated('[3.21] deprecated')
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def check_doubles_not_none(buckets):
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    """Extract the keys that have more than one item in their bucket."""
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    return [(k, len(v)) for k, v in buckets.items()
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            if k is not None and len(v) > 1]
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class ObjectStore(object):
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    """Store objects in memory for *faster* validation (development mode)
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    But it will not enforce the constraints of the schema and hence will miss some problems
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   262
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    >>> store = ObjectStore()
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    >>> user = store.prepare_insert_entity('CWUser', login=u'johndoe')
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    >>> group = store.prepare_insert_entity('CWUser', name=u'unknown')
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    >>> store.prepare_insert_relation(user, 'in_group', group)
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    """
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    __metaclass__ = class_deprecated
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    __deprecation_warning__ = '[3.21] use the new importer API'
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    def __init__(self):
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        self.items = []
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        self.eids = {}
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        self.types = {}
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        self.relations = set()
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        self.indexes = {}
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    def prepare_insert_entity(self, etype, **data):
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        """Given an entity type, attributes and inlined relations, return an eid for the entity that
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        would be inserted with a real store.
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        """
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        data = attrdict(data)
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        data['eid'] = eid = len(self.items)
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        self.items.append(data)
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        self.eids[eid] = data
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        self.types.setdefault(etype, []).append(eid)
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        return eid
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   288
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    def prepare_update_entity(self, etype, eid, **kwargs):
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        """Given an entity type and eid, updates the corresponding fake entity with specified
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        attributes and inlined relations.
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   292
        """
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        assert eid in self.types[etype], 'Trying to update with wrong type {}'.format(etype)
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        data = self.eids[eid]
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        data.update(kwargs)
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   296
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   297
    def prepare_insert_relation(self, eid_from, rtype, eid_to, **kwargs):
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        """Store into the `relations` attribute that a relation ``rtype`` exists between entities
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        with eids ``eid_from`` and ``eid_to``.
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        """
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        relation = eid_from, rtype, eid_to
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        self.relations.add(relation)
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   303
        return relation
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   304
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   305
    def flush(self):
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   306
        """Nothing to flush for this store."""
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   307
        pass
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   308
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   309
    def commit(self):
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   310
        """Nothing to commit for this store."""
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   311
        return
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   312
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   313
    def finish(self):
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   314
        """Nothing to do once import is terminated for this store."""
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diff changeset
   315
        pass
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diff changeset
   316
7bec01a59f92 [dataimport] dispatch and deprecate old code
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   317
    @property
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   318
    def nb_inserted_entities(self):
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   319
        return len(self.eids)
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diff changeset
   320
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   321
    @property
7bec01a59f92 [dataimport] dispatch and deprecate old code
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   322
    def nb_inserted_types(self):
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   323
        return len(self.types)
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diff changeset
   324
7bec01a59f92 [dataimport] dispatch and deprecate old code
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   325
    @property
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   326
    def nb_inserted_relations(self):
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   327
        return len(self.relations)
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diff changeset
   328
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   329
    @deprecated('[3.21] use prepare_insert_entity instead')
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diff changeset
   330
    def create_entity(self, etype, **data):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   331
        self.prepare_insert_entity(etype, **data)
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   332
        return attrdict(data)
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   333
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   334
    @deprecated('[3.21] use prepare_insert_relation instead')
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   335
    def relate(self, eid_from, rtype, eid_to, **kwargs):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   336
        self.prepare_insert_relation(eid_from, rtype, eid_to, **kwargs)
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parents:
diff changeset
   337
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   338
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   339
class CWImportController(object):
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diff changeset
   340
    """Controller of the data import process.
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parents:
diff changeset
   341
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   342
    >>> ctl = CWImportController(store)
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diff changeset
   343
    >>> ctl.generators = list_of_data_generators
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diff changeset
   344
    >>> ctl.data = dict_of_data_tables
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diff changeset
   345
    >>> ctl.run()
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diff changeset
   346
    """
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   347
    __metaclass__ = class_deprecated
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   348
    __deprecation_warning__ = '[3.21] use the new importer API'
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parents:
diff changeset
   349
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   350
    def __init__(self, store, askerror=0, catcherrors=None, tell=tell,
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   351
                 commitevery=50):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   352
        self.store = store
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   353
        self.generators = None
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diff changeset
   354
        self.data = {}
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   355
        self.errors = None
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   356
        self.askerror = askerror
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   357
        if  catcherrors is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   358
            catcherrors = askerror
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   359
        self.catcherrors = catcherrors
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   360
        self.commitevery = commitevery # set to None to do a single commit
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   361
        self._tell = tell
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   362
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   363
    def check(self, type, key, value):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   364
        self._checks.setdefault(type, {}).setdefault(key, []).append(value)
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   365
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   366
    def check_map(self, entity, key, map, default):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   367
        try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   368
            entity[key] = map[entity[key]]
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   369
        except KeyError:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   370
            self.check(key, entity[key], None)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   371
            entity[key] = default
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   372
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   373
    def record_error(self, key, msg=None, type=None, value=None, tb=None):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   374
        tmp = StringIO()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   375
        if type is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   376
            traceback.print_exc(file=tmp)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   377
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   378
            traceback.print_exception(type, value, tb, file=tmp)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   379
        # use a list to avoid counting a <nb lines> errors instead of one
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   380
        errorlog = self.errors.setdefault(key, [])
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   381
        if msg is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   382
            errorlog.append(tmp.getvalue().splitlines())
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   383
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   384
            errorlog.append( (msg, tmp.getvalue().splitlines()) )
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   385
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   386
    def run(self):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   387
        self.errors = {}
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   388
        if self.commitevery is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   389
            self.tell('Will commit all or nothing.')
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   390
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   391
            self.tell('Will commit every %s iterations' % self.commitevery)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   392
        for func, checks in self.generators:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   393
            self._checks = {}
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   394
            func_name = func.__name__
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   395
            self.tell("Run import function '%s'..." % func_name)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   396
            try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   397
                func(self)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   398
            except Exception:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   399
                if self.catcherrors:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   400
                    self.record_error(func_name, 'While calling %s' % func.__name__)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   401
                else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   402
                    self._print_stats()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   403
                    raise
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   404
            for key, func, title, help in checks:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   405
                buckets = self._checks.get(key)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   406
                if buckets:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   407
                    err = func(buckets)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   408
                    if err:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   409
                        self.errors[title] = (help, err)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   410
        try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   411
            txuuid = self.store.commit()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   412
            if txuuid is not None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   413
                self.tell('Transaction commited (txuuid: %s)' % txuuid)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   414
        except QueryError as ex:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   415
            self.tell('Transaction aborted: %s' % ex)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   416
        self._print_stats()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   417
        if self.errors:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   418
            if self.askerror == 2 or (self.askerror and confirm('Display errors ?')):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   419
                from pprint import pformat
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   420
                for errkey, error in self.errors.items():
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   421
                    self.tell("\n%s (%s): %d\n" % (error[0], errkey, len(error[1])))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   422
                    self.tell(pformat(sorted(error[1])))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   423
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   424
    def _print_stats(self):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   425
        nberrors = sum(len(err) for err in self.errors.itervalues())
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   426
        self.tell('\nImport statistics: %i entities, %i types, %i relations and %i errors'
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   427
                  % (self.store.nb_inserted_entities,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   428
                     self.store.nb_inserted_types,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   429
                     self.store.nb_inserted_relations,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   430
                     nberrors))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   431
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   432
    def get_data(self, key):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   433
        return self.data.get(key)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   434
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   435
    def index(self, name, key, value, unique=False):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   436
        """create a new index
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   437
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   438
        If unique is set to True, only first occurence will be kept not the following ones
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   439
        """
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   440
        if unique:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   441
            try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   442
                if value in self.store.indexes[name][key]:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   443
                    return
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   444
            except KeyError:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   445
                # we're sure that one is the first occurence; so continue...
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   446
                pass
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   447
        self.store.indexes.setdefault(name, {}).setdefault(key, []).append(value)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   448
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   449
    def tell(self, msg):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   450
        self._tell(msg)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   451
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   452
    def iter_and_commit(self, datakey):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   453
        """iter rows, triggering commit every self.commitevery iterations"""
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   454
        if self.commitevery is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   455
            return self.get_data(datakey)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   456
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   457
            return callfunc_every(self.store.commit,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   458
                                  self.commitevery,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   459
                                  self.get_data(datakey))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   460
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   461