dataimport/deprecated.py
author Denis Laxalde <denis.laxalde@logilab.fr>
Wed, 22 Jul 2015 10:55:39 +0200
changeset 10544 cb2c9746341d
parent 10513 7bec01a59f92
child 10589 7c23b7de2b8d
permissions -rw-r--r--
[tox] Remove set of PATH environment variable The : concatenation does not work actually so the resulting PATH was just wrong (it did not contain the previous PATH). Anyways, the PATH environment variable is passed by default by tox so it's probably better to let the caller set it (thus avoiding to hard-code the specific postgres version and path). http://tox.readthedocs.org/en/latest/example/basic.html#passing-down-environment-variables
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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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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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   231
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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   233
    else raise ValueError
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    """
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   235
    def check(value):
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   236
        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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   239
    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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    >>> 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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    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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        """
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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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   295
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   296
    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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        return relation
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   303
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   304
    def flush(self):
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   305
        """Nothing to flush for this store."""
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   306
        pass
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   307
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    def commit(self):
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   309
        """Nothing to commit for this store."""
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   310
        return
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   311
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   312
    def finish(self):
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   313
        """Nothing to do once import is terminated for this store."""
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   314
        pass
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diff changeset
   315
7bec01a59f92 [dataimport] dispatch and deprecate old code
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   316
    @property
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   317
    def nb_inserted_entities(self):
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   318
        return len(self.eids)
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diff changeset
   319
7bec01a59f92 [dataimport] dispatch and deprecate old code
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   320
    @property
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   321
    def nb_inserted_types(self):
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   322
        return len(self.types)
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diff changeset
   323
7bec01a59f92 [dataimport] dispatch and deprecate old code
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   324
    @property
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   325
    def nb_inserted_relations(self):
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   326
        return len(self.relations)
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diff changeset
   327
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   328
    @deprecated('[3.21] use prepare_insert_entity instead')
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diff changeset
   329
    def create_entity(self, etype, **data):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   330
        self.prepare_insert_entity(etype, **data)
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diff changeset
   331
        return attrdict(data)
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parents:
diff changeset
   332
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   333
    @deprecated('[3.21] use prepare_insert_relation instead')
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diff changeset
   334
    def relate(self, eid_from, rtype, eid_to, **kwargs):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   335
        self.prepare_insert_relation(eid_from, rtype, eid_to, **kwargs)
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parents:
diff changeset
   336
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   337
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   338
class CWImportController(object):
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diff changeset
   339
    """Controller of the data import process.
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parents:
diff changeset
   340
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   341
    >>> ctl = CWImportController(store)
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diff changeset
   342
    >>> ctl.generators = list_of_data_generators
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diff changeset
   343
    >>> ctl.data = dict_of_data_tables
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diff changeset
   344
    >>> ctl.run()
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diff changeset
   345
    """
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   346
    __metaclass__ = class_deprecated
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   347
    __deprecation_warning__ = '[3.21] use the new importer API'
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parents:
diff changeset
   348
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   349
    def __init__(self, store, askerror=0, catcherrors=None, tell=tell,
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   350
                 commitevery=50):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   351
        self.store = store
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   352
        self.generators = None
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diff changeset
   353
        self.data = {}
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   354
        self.errors = None
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   355
        self.askerror = askerror
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   356
        if  catcherrors is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   357
            catcherrors = askerror
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diff changeset
   358
        self.catcherrors = catcherrors
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   359
        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
   360
        self._tell = tell
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   361
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   362
    def check(self, type, key, value):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   363
        self._checks.setdefault(type, {}).setdefault(key, []).append(value)
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   364
7bec01a59f92 [dataimport] dispatch and deprecate old code
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diff changeset
   365
    def check_map(self, entity, key, map, default):
7bec01a59f92 [dataimport] dispatch and deprecate old code
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parents:
diff changeset
   366
        try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   367
            entity[key] = map[entity[key]]
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   368
        except KeyError:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   369
            self.check(key, entity[key], None)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   370
            entity[key] = default
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   371
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   372
    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
   373
        tmp = StringIO()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   374
        if type is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   375
            traceback.print_exc(file=tmp)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   376
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   377
            traceback.print_exception(type, value, tb, file=tmp)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   378
        # 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
   379
        errorlog = self.errors.setdefault(key, [])
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   380
        if msg is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   381
            errorlog.append(tmp.getvalue().splitlines())
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   382
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   383
            errorlog.append( (msg, tmp.getvalue().splitlines()) )
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   384
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   385
    def run(self):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   386
        self.errors = {}
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   387
        if self.commitevery is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   388
            self.tell('Will commit all or nothing.')
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   389
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   390
            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
   391
        for func, checks in self.generators:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   392
            self._checks = {}
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   393
            func_name = func.__name__
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   394
            self.tell("Run import function '%s'..." % func_name)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   395
            try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   396
                func(self)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   397
            except Exception:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   398
                if self.catcherrors:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   399
                    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
   400
                else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   401
                    self._print_stats()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   402
                    raise
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   403
            for key, func, title, help in checks:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   404
                buckets = self._checks.get(key)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   405
                if buckets:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   406
                    err = func(buckets)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   407
                    if err:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   408
                        self.errors[title] = (help, err)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   409
        try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   410
            txuuid = self.store.commit()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   411
            if txuuid is not None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   412
                self.tell('Transaction commited (txuuid: %s)' % txuuid)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   413
        except QueryError as ex:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   414
            self.tell('Transaction aborted: %s' % ex)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   415
        self._print_stats()
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   416
        if self.errors:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   417
            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
   418
                from pprint import pformat
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   419
                for errkey, error in self.errors.items():
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   420
                    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
   421
                    self.tell(pformat(sorted(error[1])))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   422
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   423
    def _print_stats(self):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   424
        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
   425
        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
   426
                  % (self.store.nb_inserted_entities,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   427
                     self.store.nb_inserted_types,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   428
                     self.store.nb_inserted_relations,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   429
                     nberrors))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   430
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   431
    def get_data(self, key):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   432
        return self.data.get(key)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   433
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   434
    def index(self, name, key, value, unique=False):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   435
        """create a new index
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   436
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   437
        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
   438
        """
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   439
        if unique:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   440
            try:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   441
                if value in self.store.indexes[name][key]:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   442
                    return
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   443
            except KeyError:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   444
                # 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
   445
                pass
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   446
        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
   447
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   448
    def tell(self, msg):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   449
        self._tell(msg)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   450
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   451
    def iter_and_commit(self, datakey):
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   452
        """iter rows, triggering commit every self.commitevery iterations"""
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   453
        if self.commitevery is None:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   454
            return self.get_data(datakey)
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   455
        else:
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   456
            return callfunc_every(self.store.commit,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   457
                                  self.commitevery,
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   458
                                  self.get_data(datakey))
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   459
7bec01a59f92 [dataimport] dispatch and deprecate old code
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents:
diff changeset
   460