doc/tutorials/dataimport/diseasome_import.py
author Sylvain Thénault <sylvain.thenault@logilab.fr>
Tue, 07 Jan 2014 16:19:18 +0100
changeset 9366 bcbc92223b35
parent 8927 885dea8f16a0
child 10662 10942ed172de
permissions -rw-r--r--
set proper PACKAGE information for yams 0.39 Yams 0.39 adds an unobstrusive API to get the package, or cube, defining a part of the schema (entity type, relation type/def). As CubicWeb overrides part of the schema reading process, we have to handle this information on our side so it will be properly set.
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# -*- coding: utf-8 -*-
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# copyright 2012 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 program is free software: you can redistribute it and/or modify it under
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# the 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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# This program 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 this program. If not, see <http://www.gnu.org/licenses/>.
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"""This module imports the Diseasome data into a CubicWeb instance.
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"""
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# Python imports
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import sys
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import argparse
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# Logilab import, for timing
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from logilab.common.decorators import timed
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# CubicWeb imports
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import cubicweb.dataimport as cwdi
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from cubes.dataio import dataimport as mcwdi
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# Diseasome parser import
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import diseasome_parser as parser
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def _is_of_class(instance, class_name):
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    """Helper function to determine whether an instance is
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    of a specified class or not.
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    Returns a True if this is the case and False otherwise.
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    """
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    if instance.__class__.__name__ == class_name:
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        return True
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    else:
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        return False
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@timed
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def diseasome_import(session, file_name, store):
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    """Main function for importing Diseasome data.
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    It uses the Diseasome data parser to get the contents of the
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    data from a file, then uses a store for importing the data
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    into a CubicWeb instance.
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    >>> diseasome_import(session, 'file_name', Store)
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    """
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    exturis = dict(session.execute('Any U, X WHERE X is ExternalUri, X uri U'))
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    uri_to_eid = {}
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    uri_to_etype = {}
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    all_relations = {}
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    etypes = {('http://www4.wiwiss.fu-berlin.de/'
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               'diseasome/resource/diseasome/genes'): 'Gene',
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              ('http://www4.wiwiss.fu-berlin.de/'
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               'diseasome/resource/diseasome/diseases'): 'Disease'}
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    # Read the parsed data
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    for entity, relations in parser.entities_from_rdf(file_name, 
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                                                      ('gene', 'disease')):
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        uri = entity.get('cwuri', None)
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        types = list(relations.get('types', []))
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        if not types:
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            continue
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        etype = etypes.get(types[0])
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        if not etype:
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            sys.stderr.write('Entity type %s not recognized.', types[0])
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            sys.stderr.flush()
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        if _is_of_class(store, 'MassiveObjectStore'):
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            for relation in (set(relations).intersection(('classes', 
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                            'possible_drugs', 'omim', 'omim_page', 
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                            'chromosomal_location', 'same_as', 'gene_id',
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                            'hgnc_id', 'hgnc_page'))):
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                store.init_rtype_table(etype, relation, 'ExternalUri')
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            for relation in set(relations).intersection(('subtype_of',)):
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                store.init_rtype_table(etype, relation, 'Disease')
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            for relation in set(relations).intersection(('associated_genes',)):
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                store.init_rtype_table(etype, relation, 'Gene')
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        # Create the entities
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        ent = store.create_entity(etype, **entity)
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        if not _is_of_class(store, 'MassiveObjectStore'):
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            uri_to_eid[uri] = ent.eid
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            uri_to_etype[uri] = ent.cw_etype
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        else:
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            uri_to_eid[uri] = uri
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            uri_to_etype[uri] = etype
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        # Store relations for after
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        all_relations[uri] = relations
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    # Perform a first commit, of the entities
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    store.flush()
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    kwargs = {}
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    for uri, relations in all_relations.iteritems():
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        from_eid = uri_to_eid.get(uri)
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        # ``subjtype`` should be initialized if ``SQLGenObjectStore`` is used
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        # and there are inlined relations in the schema.
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        # If ``subjtype`` is not given, while ``SQLGenObjectStore`` is used
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        # and there are inlined relations in the schema, the store
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        # tries to infer the type of the subject, but this does not always 
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        # work, e.g. when there are several object types for the relation.
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        # ``subjtype`` is ignored for other stores, or if there are no
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        # inlined relations in the schema.
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        kwargs['subjtype'] = uri_to_etype.get(uri)
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        if not from_eid:
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            continue
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        for rtype, rels in relations.iteritems():
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            if rtype in ('classes', 'possible_drugs', 'omim', 'omim_page',
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                         'chromosomal_location', 'same_as', 'gene_id',
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                         'hgnc_id', 'hgnc_page'):
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                for rel in list(rels):
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                    if rel not in exturis:
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                        # Create the "ExternalUri" entities, which are the
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                        # objects of the relations
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                        extu = store.create_entity('ExternalUri', uri=rel)
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                        if not _is_of_class(store, 'MassiveObjectStore'):
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                            rel_eid = extu.eid
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                        else:
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                            # For the "MassiveObjectStore", the EIDs are 
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                            # in fact the URIs.
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                            rel_eid = rel
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                        exturis[rel] = rel_eid
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                    else:
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                        rel_eid = exturis[rel]
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                    # Create the relations that have "ExternalUri"s as objects
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                    if not _is_of_class(store, 'MassiveObjectStore'):
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                        store.relate(from_eid, rtype, rel_eid, **kwargs)
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                    else:
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                        store.relate_by_iid(from_eid, rtype, rel_eid)
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            elif rtype in ('subtype_of', 'associated_genes'):
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                for rel in list(rels):
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                    to_eid = uri_to_eid.get(rel)
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                    if to_eid:
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                        # Create relations that have objects of other type 
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                        # than "ExternalUri"
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                        if not _is_of_class(store, 'MassiveObjectStore'):
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                            store.relate(from_eid, rtype, to_eid, **kwargs)
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                        else:
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                            store.relate_by_iid(from_eid, rtype, to_eid)
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                    else:
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                        sys.stderr.write('Missing entity with URI %s '
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                                         'for relation %s' % (rel, rtype))
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                        sys.stderr.flush()
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    # Perform a second commit, of the "ExternalUri" entities.
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    # when the stores in the CubicWeb ``dataimport`` module are used,
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    # relations are also committed.
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    store.flush()
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    # If the ``MassiveObjectStore`` is used, then entity and relation metadata
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    # are pushed as well. By metadata we mean information on the creation
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    # time and author.
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    if _is_of_class(store, 'MassiveObjectStore'):
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        store.flush_meta_data()
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        for relation in ('classes', 'possible_drugs', 'omim', 'omim_page', 
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                         'chromosomal_location', 'same_as'):
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            # Afterwards, relations are actually created in the database.
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            store.convert_relations('Disease', relation, 'ExternalUri',
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                                    'cwuri', 'uri')
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        store.convert_relations('Disease', 'subtype_of', 'Disease', 
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                                'cwuri', 'cwuri')
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   164
        store.convert_relations('Disease', 'associated_genes', 'Gene', 
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                                'cwuri', 'cwuri')
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        for relation in ('gene_id', 'hgnc_id', 'hgnc_page', 'same_as'):
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            store.convert_relations('Gene', relation, 'ExternalUri', 
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                                    'cwuri', 'uri')
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        # Clean up temporary tables in the database
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        store.cleanup()
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   171
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if __name__ == '__main__':
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   173
    # Change sys.argv so that ``cubicweb-ctl shell`` can work out the options
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    # we give to our ``diseasome_import.py`` script.
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   175
    sys.argv = [arg for 
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                arg in sys.argv[sys.argv.index("--") - 1:] if arg != "--"]
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   177
    PARSER = argparse.ArgumentParser(description="Import Diseasome data")
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   178
    PARSER.add_argument("-df", "--datafile", type=str,
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                        help="RDF data file name")
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   180
    PARSER.add_argument("-st", "--store", type=str,
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                        default="RQLObjectStore",
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                        help="data import store")
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   183
    ARGS = PARSER.parse_args()
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   184
    if ARGS.datafile:
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        FILENAME = ARGS.datafile
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   186
        if ARGS.store in (st + "ObjectStore" for 
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                          st in ("RQL", "NoHookRQL", "SQLGen")):
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   188
            IMPORT_STORE = getattr(cwdi, ARGS.store)(session)
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        elif ARGS.store == "MassiveObjectStore":
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            IMPORT_STORE = mcwdi.MassiveObjectStore(session)
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   191
        else:
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            sys.exit("Import store unknown")
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        diseasome_import(session, FILENAME, IMPORT_STORE)
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   194
    else:
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        sys.exit("Data file not found or not specified")