devtools/fill.py
author Sylvain Thénault <sylvain.thenault@logilab.fr>
Thu, 17 Sep 2009 12:29:05 +0200
branch3.5
changeset 3284 036cf5a25714
parent 2476 1294a6bdf3bf
child 3541 63ba0a669c4f
permissions -rw-r--r--
ensure pgettext return unicode as well

# -*- coding: iso-8859-1 -*-
"""This modules defines func / methods for creating test repositories

:organization: Logilab
:copyright: 2001-2009 LOGILAB S.A. (Paris, FRANCE), license is LGPL v2.
:contact: http://www.logilab.fr/ -- mailto:contact@logilab.fr
:license: GNU Lesser General Public License, v2.1 - http://www.gnu.org/licenses
"""
__docformat__ = "restructuredtext en"

from random import randint, choice
from copy import deepcopy
from datetime import datetime, date, time#timedelta
from decimal import Decimal

from yams.constraints import (SizeConstraint, StaticVocabularyConstraint,
                              IntervalBoundConstraint)
from rql.utils import decompose_b26 as base_decompose_b26

from cubicweb import Binary
from cubicweb.schema import RQLConstraint

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'�abcdefghijklmnopqrstuvwxyz')

def get_choices(eschema, attrname):
    """returns possible choices for 'attrname'
    if attrname doesn't have ChoiceConstraint, return None
    """
    for cst in eschema.constraints(attrname):
        if isinstance(cst, StaticVocabularyConstraint):
            return cst.vocabulary()
    return None


def get_max_length(eschema, attrname):
    """returns the maximum length allowed for 'attrname'"""
    for cst in eschema.constraints(attrname):
        if isinstance(cst, SizeConstraint) and cst.max:
            return cst.max
    return 300
    #raise AttributeError('No Size constraint on attribute "%s"' % attrname)

def get_bounds(eschema, attrname):
    for cst in eschema.constraints(attrname):
        if isinstance(cst, IntervalBoundConstraint):
            return cst.minvalue, cst.maxvalue
    return None, None


_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.e_schema = eschema
        self.choice_func = choice_func

    def _generate_value(self, attrname, index, **kwargs):
        if not self.e_schema.has_unique_values(attrname):
            return self.__generate_value(attrname, index, **kwargs)
        value = self.__generate_value(attrname, index, **kwargs)
        while value in _GENERATED_VALUES.get((self.e_schema.type, attrname), ()):
            index += 1
            value = self.__generate_value(attrname, index, **kwargs)
        _GENERATED_VALUES.setdefault((self.e_schema.type, attrname), set()).add(value)
        return value

    def __generate_value(self, attrname, index, **kwargs):
        """generates a consistent value for 'attrname'"""
        attrtype = str(self.e_schema.destination(attrname)).lower()
        # Before calling generate_%s functions, try to find values domain
        etype = self.e_schema.type
        if self.choice_func is not None:
            values_domain = self.choice_func(etype, attrname)
            if values_domain is not None:
                return choice(values_domain)
        gen_func = getattr(self, 'generate_%s_%s' % (self.e_schema.type, attrname), None)
        if gen_func is None:
            gen_func = getattr(self, 'generate_Any_%s' % attrname, None)
        if gen_func is not None:
            return gen_func(index, **kwargs)
        # If no specific values domain, then generate a dummy value
        gen_func = getattr(self, 'generate_%s' % (attrtype))
        return gen_func(attrname, index, **kwargs)

    def generate_choice(self, attrname, index):
        """generates a consistent value for 'attrname' if it's a choice"""
        choices = get_choices(self.e_schema, attrname)
        if choices is None:
            return None
        return unicode(choice(choices)) # FIXME

    def generate_string(self, attrname, index, format=None):
        """generates a consistent value for 'attrname' if it's a string"""
        # First try to get choices
        choosed = self.generate_choice(attrname, index)
        if choosed is not None:
            return choosed
        # All other case, generate a default string
        attrlength = get_max_length(self.e_schema, attrname)
        num_len = numlen(index)
        if num_len >= attrlength:
            ascii = self.e_schema.rproperty(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>�%s<b>%d</b></span>' % (attrprefix, index)
        elif format == 'text/rest':
            value = u"""
title
-----

* %s
* %d
* �&
""" % (attrprefix, index)
        else:
            value = u'�&%s%d' % (attrprefix, index)
        return value[:attrlength]

    def generate_password(self, attrname, index):
        """generates a consistent value for 'attrname' if it's a password"""
        return u'toto'

    def generate_integer(self, attrname, index):
        """generates a consistent value for 'attrname' if it's an integer"""
        choosed = self.generate_choice(attrname, index)
        if choosed is not None:
            return choosed
        minvalue, maxvalue = get_bounds(self.e_schema, attrname)
        if maxvalue is not None and maxvalue <= 0 and minvalue is None:
            minvalue = maxvalue - index # i.e. randint(-index, 0)
        else:
            maxvalue = maxvalue or index
        return randint(minvalue or 0, maxvalue)

    generate_int = generate_integer

    def generate_float(self, attrname, index):
        """generates a consistent value for 'attrname' if it's a float"""
        return float(randint(-index, index))

    def generate_decimal(self, attrname, index):
        """generates a consistent value for 'attrname' if it's a float"""
        return Decimal(str(self.generate_float(attrname, index)))

    def generate_date(self, attrname, index):
        """generates a random date (format is 'yyyy-mm-dd')"""
        return date(randint(2000, 2004), randint(1, 12), randint(1, 28))

    def generate_time(self, attrname, index):
        """generates a random time (format is ' HH:MM')"""
        return time(11, index%60) #'11:%02d' % (index % 60)

    def generate_datetime(self, attrname, index):
        """generates a random date (format is 'yyyy-mm-dd HH:MM')"""
        return datetime(randint(2000, 2004), randint(1, 12), randint(1, 28), 11, index%60)


    def generate_bytes(self, attrname, index, format=None):
        # modpython way
        fakefile = Binary("%s%s" % (attrname, index))
        fakefile.filename = "file_%s" % attrname
        fakefile.value = fakefile.getvalue()
        return fakefile

    def generate_boolean(self, attrname, index):
        """generates a consistent value for 'attrname' if it's a boolean"""
        return index % 2 == 0

    def generate_Any_data_format(self, index, **kwargs):
        # data_format attribute of Image/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, 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_Image_data_format(self, index, **kwargs):
        # data_format attribute of Image/File has no vocabulary constraint, we
        # need this method else stupid values will be set which make mtconverter
        # raise exception
        return u'image/png'


class autoextend(type):
    def __new__(mcs, name, bases, classdict):
        for attrname, attrvalue in classdict.items():
            if callable(attrvalue):
                if attrname.startswith('generate_') and \
                       attrvalue.func_code.co_argcount < 2:
                    raise TypeError('generate_xxx must accept at least 1 argument')
                setattr(_ValueGenerator, attrname, attrvalue)
        return type.__new__(mcs, name, bases, classdict)

class ValueGenerator(_ValueGenerator):
    __metaclass__ = autoextend


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
    """
    # XXX HACK, remove or fix asap
    if etype in (('String', 'Int', 'Float', 'Boolean', 'Date', 'CWGroup', 'CWUser')):
        return []
    queries = []
    for index in xrange(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 dictionnary to be given to a web controller
    """
    eschema = schema.eschema(etype)
    valgen = ValueGenerator(eschema, choice_func)
    entity = {}
    # 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_value(attrname + '_format', index)
            entity[attrname + '_format'] = format
            # then a value coherent with this format
            value = valgen._generate_value(attrname, index, format=format)
        else:
            value = valgen._generate_value(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 = unicode(value)
        entity[attrname] = value
    return entity



def select(constraints, cursor, selectvar='O'):
    """returns list of eids matching <constraints>

    <selectvar> should be either 'O' or 'S' to match schema definitions
    """
    try:
        rset = cursor.execute('Any %s WHERE %s' % (selectvar, constraints))
    except:
        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, cursor, 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, cursor, existingrels)
    return gen.compute_queries(edict, ignored_relations)


class RelationsQueriesGenerator(object):
    rql_tmpl = 'SET S %s O WHERE S eid %%(subjeid)s, O eid %%(objeid)s'
    def __init__(self, schema, cursor, existing=None):
        self.schema = schema
        self.cursor = cursor
        self.existingrels = existing or {}

    def compute_queries(self, edict, ignored_relations):
        queries = []
        #   1/ skip final relations and explictly ignored relations
        rels = [rschema for rschema in self.schema.relations()
                if not (rschema.is_final() or rschema in ignored_relations)]
        # 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.iter_rdefs():
                sym.add( (subj, obj) )
                if rschema.symetric and (obj, subj) in sym:
                    continue
                subjcard, objcard = rschema.rproperty(subj, obj, 'cardinality')
                # process mandatory relations first
                if subjcard in '1+' or objcard in '1+':
                    queries += self.make_relation_queries(sedict, oedict,
                                                          rschema, subj, obj)
                else:
                    delayed.append( (subj, obj) )
            for subj, obj in delayed:
                queries += self.make_relation_queries(sedict, oedict, rschema,
                                                      subj, obj)
        return queries

    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):
        subjcard, objcard = rschema.rproperty(subj, obj, '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 rschema.rproperty(subj, obj, 'constraints')
                       if isinstance(c, RQLConstraint)]
        if constraints:
            restrictions = ', '.join(c.restriction for c in constraints)
            q += ', %s' % restrictions
            # restrict object eids if possible
            objeids = select(restrictions, self.cursor)
        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)
                    if objeid in objeids:
                        objeids.remove(objeid)
                if objcard in '?1' and objeid in objeids:
                    objeids.remove(objeid)
                    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 xrange(min(len(subjeids), 20))]
            objeidsiter = [choice(tuple(objeids)) for i in xrange(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))