devtools/fill.py
changeset 11057 0b59724cb3f2
parent 11052 058bb3dc685f
child 11058 23eb30449fe5
--- a/devtools/fill.py	Mon Jan 04 18:40:30 2016 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,557 +0,0 @@
-# -*- coding: iso-8859-1 -*-
-# copyright 2003-2014 LOGILAB S.A. (Paris, FRANCE), all rights reserved.
-# contact http://www.logilab.fr/ -- mailto:contact@logilab.fr
-#
-# This file is part of CubicWeb.
-#
-# CubicWeb is free software: you can redistribute it and/or modify it under the
-# terms of the GNU Lesser General Public License as published by the Free
-# Software Foundation, either version 2.1 of the License, or (at your option)
-# any later version.
-#
-# CubicWeb is distributed in the hope that it will be useful, but WITHOUT
-# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
-# FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public License for more
-# details.
-#
-# You should have received a copy of the GNU Lesser General Public License along
-# with CubicWeb.  If not, see <http://www.gnu.org/licenses/>.
-"""This modules defines func / methods for creating test repositories"""
-from __future__ import print_function
-
-__docformat__ = "restructuredtext en"
-
-import logging
-from random import randint, choice
-from copy import deepcopy
-from datetime import datetime, date, time, timedelta
-from decimal import Decimal
-import inspect
-
-from six import text_type, add_metaclass
-from six.moves import range
-
-from logilab.common import attrdict
-from logilab.mtconverter import xml_escape
-from yams.constraints import (SizeConstraint, StaticVocabularyConstraint,
-                              IntervalBoundConstraint, BoundaryConstraint,
-                              Attribute, actual_value)
-from rql.utils import decompose_b26 as base_decompose_b26
-
-from cubicweb import Binary
-from cubicweb.schema import RQLConstraint
-
-def custom_range(start, stop, step):
-    while start < stop:
-        yield start
-        start += step
-
-def decompose_b26(index, ascii=False):
-    """return a letter (base-26) decomposition of index"""
-    if ascii:
-        return base_decompose_b26(index)
-    return base_decompose_b26(index, u'éabcdefghijklmnopqrstuvwxyz')
-
-def get_max_length(eschema, attrname):
-    """returns the maximum length allowed for 'attrname'"""
-    for cst in eschema.rdef(attrname).constraints:
-        if isinstance(cst, SizeConstraint) and cst.max:
-            return cst.max
-    return 300
-    #raise AttributeError('No Size constraint on attribute "%s"' % attrname)
-
-_GENERATED_VALUES = {}
-
-class _ValueGenerator(object):
-    """generates integers / dates / strings / etc. to fill a DB table"""
-
-    def __init__(self, eschema, choice_func=None):
-        """<choice_func> is a function that returns a list of possible
-        choices for a given entity type and an attribute name. It should
-        looks like :
-            def values_for(etype, attrname):
-                # some stuff ...
-                return alist_of_acceptable_values # or None
-        """
-        self.choice_func = choice_func
-        self.eschema = eschema
-
-    def generate_attribute_value(self, entity, attrname, index=1, **kwargs):
-        if attrname in entity:
-            return entity[attrname]
-        eschema = self.eschema
-        if not eschema.has_unique_values(attrname):
-            value = self.__generate_value(entity, attrname, index, **kwargs)
-        else:
-            value = self.__generate_value(entity, attrname, index, **kwargs)
-            while value in _GENERATED_VALUES.get((eschema, attrname), ()):
-                index += 1
-                value = self.__generate_value(entity, attrname, index, **kwargs)
-            _GENERATED_VALUES.setdefault((eschema, attrname), set()).add(value)
-        entity[attrname] = value
-        return value
-
-    def __generate_value(self, entity, attrname, index, **kwargs):
-        """generates a consistent value for 'attrname'"""
-        eschema = self.eschema
-        attrtype = str(eschema.destination(attrname)).lower()
-        # Before calling generate_%s functions, try to find values domain
-        if self.choice_func is not None:
-            values_domain = self.choice_func(eschema, attrname)
-            if values_domain is not None:
-                return choice(values_domain)
-        gen_func = getattr(self, 'generate_%s_%s' % (eschema, attrname),
-                           getattr(self, 'generate_Any_%s' % attrname, None))
-        if gen_func is not None:
-            return gen_func(entity, index, **kwargs)
-        # If no specific values domain, then generate a dummy value
-        gen_func = getattr(self, 'generate_%s' % (attrtype))
-        return gen_func(entity, attrname, index, **kwargs)
-
-    def generate_string(self, entity, attrname, index, format=None):
-        """generates a consistent value for 'attrname' if it's a string"""
-        # First try to get choices
-        choosed = self.get_choice(entity, attrname)
-        if choosed is not None:
-            return choosed
-        # All other case, generate a default string
-        attrlength = get_max_length(self.eschema, attrname)
-        num_len = numlen(index)
-        if num_len >= attrlength:
-            ascii = self.eschema.rdef(attrname).internationalizable
-            return ('&'+decompose_b26(index, ascii))[:attrlength]
-        # always use plain text when no format is specified
-        attrprefix = attrname[:max(attrlength-num_len-1, 0)]
-        if format == 'text/html':
-            value = u'<span>é%s<b>%d</b></span>' % (attrprefix, index)
-        elif format == 'text/rest':
-            value = u"""
-title
------
-
-* %s
-* %d
-* é&
-""" % (attrprefix, index)
-        else:
-            value = u'é&%s%d' % (attrprefix, index)
-        return value[:attrlength]
-
-    def generate_password(self, entity, attrname, index):
-        """generates a consistent value for 'attrname' if it's a password"""
-        return u'toto'
-
-    def generate_integer(self, entity, attrname, index):
-        """generates a consistent value for 'attrname' if it's an integer"""
-        return self._constrained_generate(entity, attrname, 0, 1, index)
-    generate_int = generate_bigint = generate_integer
-
-    def generate_float(self, entity, attrname, index):
-        """generates a consistent value for 'attrname' if it's a float"""
-        return self._constrained_generate(entity, attrname, 0.0, 1.0, index)
-
-    def generate_decimal(self, entity, attrname, index):
-        """generates a consistent value for 'attrname' if it's a float"""
-        return Decimal(str(self.generate_float(entity, attrname, index)))
-
-    def generate_datetime(self, entity, attrname, index):
-        """generates a random date (format is 'yyyy-mm-dd HH:MM')"""
-        base = datetime(randint(2000, 2004), randint(1, 12), randint(1, 28), 11, index%60)
-        return self._constrained_generate(entity, attrname, base, timedelta(hours=1), index)
-
-    generate_tzdatetime = generate_datetime # XXX implementation should add a timezone
-
-    def generate_date(self, entity, attrname, index):
-        """generates a random date (format is 'yyyy-mm-dd')"""
-        base = date(randint(2000, 2010), 1, 1) + timedelta(randint(1, 365))
-        return self._constrained_generate(entity, attrname, base, timedelta(days=1), index)
-
-    def generate_interval(self, entity, attrname, index):
-        """generates a random date (format is 'yyyy-mm-dd')"""
-        base = timedelta(randint(1, 365))
-        return self._constrained_generate(entity, attrname, base, timedelta(days=1), index)
-
-    def generate_time(self, entity, attrname, index):
-        """generates a random time (format is ' HH:MM')"""
-        return time(11, index%60) #'11:%02d' % (index % 60)
-
-    generate_tztime = generate_time # XXX implementation should add a timezone
-
-    def generate_bytes(self, entity, attrname, index, format=None):
-        fakefile = Binary(("%s%s" % (attrname, index)).encode('ascii'))
-        fakefile.filename = u"file_%s" % attrname
-        return fakefile
-
-    def generate_boolean(self, entity, attrname, index):
-        """generates a consistent value for 'attrname' if it's a boolean"""
-        return index % 2 == 0
-
-    def _constrained_generate(self, entity, attrname, base, step, index):
-        choosed = self.get_choice(entity, attrname)
-        if choosed is not None:
-            return choosed
-        # ensure index > 0
-        index += 1
-        minvalue, maxvalue = self.get_bounds(entity, attrname)
-        if maxvalue is None:
-            if minvalue is not None:
-                base = max(minvalue, base)
-            maxvalue = base + index * step
-        if minvalue is None:
-            minvalue = maxvalue - (index * step) # i.e. randint(-index, 0)
-        return choice(list(custom_range(minvalue, maxvalue, step)))
-
-    def _actual_boundary(self, entity, attrname, boundary):
-        if isinstance(boundary, Attribute):
-            # ensure we've a value for this attribute
-            entity[attrname] = None # infinite loop safety belt
-            if not boundary.attr in entity:
-                self.generate_attribute_value(entity, boundary.attr)
-            boundary = actual_value(boundary, entity)
-        return boundary
-
-    def get_bounds(self, entity, attrname):
-        minvalue = maxvalue = None
-        for cst in self.eschema.rdef(attrname).constraints:
-            if isinstance(cst, IntervalBoundConstraint):
-                minvalue = self._actual_boundary(entity, attrname, cst.minvalue)
-                maxvalue = self._actual_boundary(entity, attrname, cst.maxvalue)
-            elif isinstance(cst, BoundaryConstraint):
-                if cst.operator[0] == '<':
-                    maxvalue = self._actual_boundary(entity, attrname, cst.boundary)
-                else:
-                    minvalue = self._actual_boundary(entity, attrname, cst.boundary)
-        return minvalue, maxvalue
-
-    def get_choice(self, entity, attrname):
-        """generates a consistent value for 'attrname' if it has some static
-        vocabulary set, else return None.
-        """
-        for cst in self.eschema.rdef(attrname).constraints:
-            if isinstance(cst, StaticVocabularyConstraint):
-                return text_type(choice(cst.vocabulary()))
-        return None
-
-    # XXX nothing to do here
-    def generate_Any_data_format(self, entity, index, **kwargs):
-        # data_format attribute of File has no vocabulary constraint, we
-        # need this method else stupid values will be set which make mtconverter
-        # raise exception
-        return u'application/octet-stream'
-
-    def generate_Any_content_format(self, entity, index, **kwargs):
-        # content_format attribute of EmailPart has no vocabulary constraint, we
-        # need this method else stupid values will be set which make mtconverter
-        # raise exception
-        return u'text/plain'
-
-    def generate_CWDataImport_log(self, entity, index, **kwargs):
-        # content_format attribute of EmailPart has no vocabulary constraint, we
-        # need this method else stupid values will be set which make mtconverter
-        # raise exception
-        logs =  [u'%s\t%s\t%s\t%s<br/>' % (logging.ERROR, 'http://url.com?arg1=hop&arg2=hip',
-                                           1, xml_escape('hjoio&oio"'))]
-        return u'<br/>'.join(logs)
-
-
-class autoextend(type):
-    def __new__(mcs, name, bases, classdict):
-        for attrname, attrvalue in classdict.items():
-            if callable(attrvalue):
-                if attrname.startswith('generate_') and \
-                       len(inspect.getargspec(attrvalue).args) < 2:
-                    raise TypeError('generate_xxx must accept at least 1 argument')
-                setattr(_ValueGenerator, attrname, attrvalue)
-        return type.__new__(mcs, name, bases, classdict)
-
-
-@add_metaclass(autoextend)
-class ValueGenerator(_ValueGenerator):
-    pass
-
-
-def _default_choice_func(etype, attrname):
-    """default choice_func for insert_entity_queries"""
-    return None
-
-def insert_entity_queries(etype, schema, vreg, entity_num,
-                          choice_func=_default_choice_func):
-    """returns a list of 'add entity' queries (couples query, args)
-    :type etype: str
-    :param etype: the entity's type
-
-    :type schema: cubicweb.schema.Schema
-    :param schema: the instance schema
-
-    :type entity_num: int
-    :param entity_num: the number of entities to insert
-
-    XXX FIXME: choice_func is here for *historical* reasons, it should
-               probably replaced by a nicer way to specify choices
-    :type choice_func: function
-    :param choice_func: a function that takes an entity type, an attrname and
-                        returns acceptable values for this attribute
-    """
-    queries = []
-    for index in range(entity_num):
-        restrictions = []
-        args = {}
-        for attrname, value in make_entity(etype, schema, vreg, index, choice_func).items():
-            restrictions.append('X %s %%(%s)s' % (attrname, attrname))
-            args[attrname] = value
-        if restrictions:
-            queries.append(('INSERT %s X: %s' % (etype, ', '.join(restrictions)),
-                            args))
-            assert not 'eid' in args, args
-        else:
-            queries.append(('INSERT %s X' % etype, {}))
-    return queries
-
-
-def make_entity(etype, schema, vreg, index=0, choice_func=_default_choice_func,
-                form=False):
-    """generates a random entity and returns it as a dict
-
-    by default, generate an entity to be inserted in the repository
-    elif form, generate an form dictionary to be given to a web controller
-    """
-    eschema = schema.eschema(etype)
-    valgen = ValueGenerator(eschema, choice_func)
-    entity = attrdict()
-    # preprocessing to deal with _format fields
-    attributes = []
-    relatedfields = {}
-    for rschema, attrschema in eschema.attribute_definitions():
-        attrname = rschema.type
-        if attrname == 'eid':
-            # don't specify eids !
-            continue
-        if attrname.endswith('_format') and attrname[:-7] in eschema.subject_relations():
-            relatedfields[attrname[:-7]] = attrschema
-        else:
-            attributes.append((attrname, attrschema))
-    for attrname, attrschema in attributes:
-        if attrname in relatedfields:
-            # first generate a format and record it
-            format = valgen.generate_attribute_value(entity, attrname + '_format', index)
-            # then a value coherent with this format
-            value = valgen.generate_attribute_value(entity, attrname, index, format=format)
-        else:
-            value = valgen.generate_attribute_value(entity, attrname, index)
-        if form: # need to encode values
-            if attrschema.type == 'Bytes':
-                # twisted way
-                fakefile = value
-                filename = value.filename
-                value = (filename, u"text/plain", fakefile)
-            elif attrschema.type == 'Date':
-                value = value.strftime(vreg.property_value('ui.date-format'))
-            elif attrschema.type == 'Datetime':
-                value = value.strftime(vreg.property_value('ui.datetime-format'))
-            elif attrschema.type == 'Time':
-                value = value.strftime(vreg.property_value('ui.time-format'))
-            elif attrschema.type == 'Float':
-                fmt = vreg.property_value('ui.float-format')
-                value = fmt % value
-            else:
-                value = text_type(value)
-    return entity
-
-
-
-def select(constraints, cnx, selectvar='O', objtype=None):
-    """returns list of eids matching <constraints>
-
-    <selectvar> should be either 'O' or 'S' to match schema definitions
-    """
-    try:
-        rql = 'Any %s WHERE %s' % (selectvar, constraints)
-        if objtype:
-            rql += ', %s is %s' % (selectvar, objtype)
-        rset = cnx.execute(rql)
-    except Exception:
-        print("could restrict eid_list with given constraints (%r)" % constraints)
-        return []
-    return set(eid for eid, in rset.rows)
-
-
-
-def make_relations_queries(schema, edict, cnx, ignored_relations=(),
-                           existingrels=None):
-    """returns a list of generated RQL queries for relations
-    :param schema: The instance schema
-
-    :param e_dict: mapping between etypes and eids
-
-    :param ignored_relations: list of relations to ignore (i.e. don't try
-                              to generate insert queries for these relations)
-    """
-    gen = RelationsQueriesGenerator(schema, cnx, existingrels)
-    return gen.compute_queries(edict, ignored_relations)
-
-def composite_relation(rschema):
-    for obj in rschema.objects():
-        if obj.rdef(rschema, 'object', takefirst=True).composite == 'subject':
-            return True
-    for obj in rschema.subjects():
-        if obj.rdef(rschema, 'subject', takefirst=True).composite == 'object':
-            return True
-    return False
-
-class RelationsQueriesGenerator(object):
-    rql_tmpl = 'SET S %s O WHERE S eid %%(subjeid)s, O eid %%(objeid)s'
-    def __init__(self, schema, cnx, existing=None):
-        self.schema = schema
-        self.cnx = cnx
-        self.existingrels = existing or {}
-
-    def compute_queries(self, edict, ignored_relations):
-        queries = []
-        #   1/ skip final relations and explictly ignored relations
-        rels = sorted([rschema for rschema in self.schema.relations()
-                       if not (rschema.final or rschema in ignored_relations)],
-                      key=lambda x:not composite_relation(x))
-        # for each relation
-        #   2/ take each possible couple (subj, obj)
-        #   3/ analyze cardinality of relation
-        #      a/ if relation is mandatory, insert one relation
-        #      b/ else insert N relations where N is the mininum
-        #         of 20 and the number of existing targetable entities
-        for rschema in rels:
-            sym = set()
-            sedict = deepcopy(edict)
-            oedict = deepcopy(edict)
-            delayed = []
-            # for each couple (subjschema, objschema), insert relations
-            for subj, obj in rschema.rdefs:
-                sym.add( (subj, obj) )
-                if rschema.symmetric and (obj, subj) in sym:
-                    continue
-                subjcard, objcard = rschema.rdef(subj, obj).cardinality
-                # process mandatory relations first
-                if subjcard in '1+' or objcard in '1+' or composite_relation(rschema):
-                    for query, args in self.make_relation_queries(sedict, oedict,
-                                                          rschema, subj, obj):
-                        yield query, args
-                else:
-                    delayed.append( (subj, obj) )
-            for subj, obj in delayed:
-                for query, args in self.make_relation_queries(sedict, oedict, rschema,
-                                                              subj, obj):
-                    yield query, args
-
-    def qargs(self, subjeids, objeids, subjcard, objcard, subjeid, objeid):
-        if subjcard in '?1+':
-            subjeids.remove(subjeid)
-        if objcard in '?1+':
-            objeids.remove(objeid)
-        return {'subjeid' : subjeid, 'objeid' : objeid}
-
-    def make_relation_queries(self, sedict, oedict, rschema, subj, obj):
-        rdef = rschema.rdef(subj, obj)
-        subjcard, objcard = rdef.cardinality
-        subjeids = sedict.get(subj, frozenset())
-        used = self.existingrels[rschema.type]
-        preexisting_subjrels = set(subj for subj, obj in used)
-        preexisting_objrels = set(obj for subj, obj in used)
-        # if there are constraints, only select appropriate objeids
-        q = self.rql_tmpl % rschema.type
-        constraints = [c for c in rdef.constraints
-                       if isinstance(c, RQLConstraint)]
-        if constraints:
-            restrictions = ', '.join(c.expression for c in constraints)
-            q += ', %s' % restrictions
-            # restrict object eids if possible
-            # XXX the attempt to restrict below in completely wrong
-            # disabling it for now
-            objeids = select(restrictions, self.cnx, objtype=obj)
-        else:
-            objeids = oedict.get(obj, frozenset())
-        if subjcard in '?1' or objcard in '?1':
-            for subjeid, objeid in used:
-                if subjcard in '?1' and subjeid in subjeids:
-                    subjeids.remove(subjeid)
-                    # XXX why?
-                    #if objeid in objeids:
-                    #    objeids.remove(objeid)
-                if objcard in '?1' and objeid in objeids:
-                    objeids.remove(objeid)
-                    # XXX why?
-                    #if subjeid in subjeids:
-                    #    subjeids.remove(subjeid)
-        if not subjeids:
-            check_card_satisfied(objcard, objeids, subj, rschema, obj)
-            return
-        if not objeids:
-            check_card_satisfied(subjcard, subjeids, subj, rschema, obj)
-            return
-        if subjcard in '?1+':
-            for subjeid in tuple(subjeids):
-                # do not insert relation if this entity already has a relation
-                if subjeid in preexisting_subjrels:
-                    continue
-                objeid = choose_eid(objeids, subjeid)
-                if objeid is None or (subjeid, objeid) in used:
-                    continue
-                yield q, self.qargs(subjeids, objeids, subjcard, objcard,
-                                    subjeid, objeid)
-                used.add( (subjeid, objeid) )
-                if not objeids:
-                    check_card_satisfied(subjcard, subjeids, subj, rschema, obj)
-                    break
-        elif objcard in '?1+':
-            for objeid in tuple(objeids):
-                # do not insert relation if this entity already has a relation
-                if objeid in preexisting_objrels:
-                    continue
-                subjeid = choose_eid(subjeids, objeid)
-                if subjeid is None or (subjeid, objeid) in used:
-                    continue
-                yield q, self.qargs(subjeids, objeids, subjcard, objcard,
-                                    subjeid, objeid)
-                used.add( (subjeid, objeid) )
-                if not subjeids:
-                    check_card_satisfied(objcard, objeids, subj, rschema, obj)
-                    break
-        else:
-            # FIXME: 20 should be read from config
-            subjeidsiter = [choice(tuple(subjeids)) for i in range(min(len(subjeids), 20))]
-            objeidsiter = [choice(tuple(objeids)) for i in range(min(len(objeids), 20))]
-            for subjeid, objeid in zip(subjeidsiter, objeidsiter):
-                if subjeid != objeid and not (subjeid, objeid) in used:
-                    used.add( (subjeid, objeid) )
-                    yield q, self.qargs(subjeids, objeids, subjcard, objcard,
-                                        subjeid, objeid)
-
-def check_card_satisfied(card, remaining, subj, rschema, obj):
-    if card in '1+' and remaining:
-        raise Exception("can't satisfy cardinality %s for relation %s %s %s" %
-                        (card, subj, rschema, obj))
-
-
-def choose_eid(values, avoid):
-    values = tuple(values)
-    if len(values) == 1 and values[0] == avoid:
-        return None
-    objeid = choice(values)
-    while objeid == avoid: # avoid infinite recursion like in X comment X
-        objeid = choice(values)
-    return objeid
-
-
-
-# UTILITIES FUNCS ##############################################################
-def make_tel(num_tel):
-    """takes an integer, converts is as a string and inserts
-    white spaces each 2 chars (french notation)
-    """
-    num_list = list(str(num_tel))
-    for index in (6, 4, 2):
-        num_list.insert(index, ' ')
-
-    return ''.join(num_list)
-
-
-def numlen(number):
-    """returns the number's length"""
-    return len(str(number))