def query(self, entity, limit=None, offset=0, limit_fields=None,
order_by=None, desc=False, filters={},
substring_filters=[], search_related=False, related_field_names=None,
**kw):
if '_id' in filters:
try:
filters['_id'] = ObjectId(filters['_id'])
except InvalidId:
pass
if search_related:
# Values for related fields contain the text to search
filters = self._modify_params_for_related_searches(entity, filters,
view_names=related_field_names,
substrings=substring_filters)
filters = self._modify_params_for_relationships(entity, filters)
for field in substring_filters:
if self.is_string(entity, field):
filters[field] = {'$regex': re.compile(re.escape(filters[field]), re.IGNORECASE)}
iter = entity.query.find(filters)
if offset:
iter = iter.skip(int(offset))
if limit is not None:
iter = iter.limit(int(limit))
if order_by is not None:
if not isinstance(order_by, (tuple, list)):
order_by = [order_by]
if not isinstance(desc, (tuple, list)):
desc = [desc]
sorting = [(field, DESCENDING if sort_descending else ASCENDING) for field, sort_descending in
zip_longest(order_by, desc)]
iter.sort(sorting)
count = iter.count()
return count, iter.all()
def query(self, entity, limit=None, offset=0, limit_fields=None,
order_by=None, desc=False, filters={},
substring_filters=[], search_related=False, related_field_names=None,
**kw):
if '_id' in filters:
try:
filters['_id'] = ObjectId(filters['_id'])
except InvalidId:
pass
if search_related:
# Values for related fields contain the text to search
filters = self._modify_params_for_related_searches(entity, filters,
view_names=related_field_names,
substrings=substring_filters)
filters = self._modify_params_for_relationships(entity, filters)
for field in substring_filters:
if self.is_string(entity, field):
filters[field] = {'$regex': re.compile(re.escape(filters[field]), re.IGNORECASE)}
count = entity.query.find(filters).count()
pipeline = []
if filters:
pipeline.append({'$match': filters})
discarded = []
if order_by is not None:
if not isinstance(order_by, (tuple, list)):
order_by = [order_by]
if not isinstance(desc, (tuple, list)):
desc = [desc]
sorting = SON()
for sort_by, sort_descending in zip_longest(order_by, desc):
sort_order = DESCENDING if sort_descending else ASCENDING
if self.is_relation(entity, sort_by):
relationship = getattr(entity, sort_by)
join = relationship.join
my_foreign_key = relationship._detect_foreign_keys(relationship.mapper,
join.rel_cls,
False)
rel_foreign_key = relationship._detect_foreign_keys(mapper(relationship.related),
join.own_cls,
False)
related_col_name = mapper(relationship.related).collection.m.collection_name
embedded_results_field = '__%s_%s' % (related_col_name, uuid.uuid4().hex)
discarded.append(embedded_results_field)
if my_foreign_key:
pipeline.append({'$lookup': {
'from': related_col_name,
'localField': my_foreign_key[0].name,
'foreignField': '_id',
'as': embedded_results_field
}})
else:
pipeline.append({'$lookup': {
'from': related_col_name,
'localField': '_id',
'foreignField': rel_foreign_key[0].name,
'as': embedded_results_field
}})
sorting['%s.%s' % (
embedded_results_field,
self.get_view_field_name(relationship.related, related_field_names or [])
)] = sort_order
else:
sorting[sort_by] = sort_order
if sorting:
pipeline.append({'$sort': sorting})
if offset:
pipeline.append({'$skip': int(offset)})
if limit is not None:
pipeline.append({'$limit': int(limit)})
if discarded:
pipeline.append({'$project': {f: False for f in discarded}})
results = ODMCursor(self.session, entity, entity.query.aggregate(pipeline))
return count, results.all()
def query(self,
entity,
limit=None,
offset=None,
limit_fields=None,
order_by=None,
desc=False,
filters={},
substring_filters=[],
search_related=False,
related_field_names=None,
**kw):
entity = resolve_entity(entity)
query = self.session.query(entity)
filters = self._modify_params_for_dates(entity, filters)
if search_related:
# Values for related fields contain the text to search
filters = self._modify_params_for_related_searches(
entity,
filters,
view_names=related_field_names,
substrings=substring_filters)
else:
# Values for related fields contain the primary key
filters = self._modify_params_for_relationships(entity, filters)
for field_name, value in filters.items():
field = getattr(entity, field_name)
if self.is_relation(entity, field_name) and isinstance(
value, list):
related_class = self._get_related_class(entity, field_name)
related_pk = self.get_primary_field(related_class)
related_pk_col = getattr(related_class, related_pk)
related_pk_values = (getattr(v, related_pk) for v in value)
if self._relates_many(entity, field_name):
field_filter = field.any(
related_pk_col.in_(related_pk_values))
else:
field_filter = field.has(
related_pk_col.in_(related_pk_values))
query = query.filter(field_filter)
elif field_name in substring_filters and self.is_string(
entity, field_name):
escaped_value = self._escape_like(value.lower())
query = query.filter(
func.lower(field).contains(escaped_value, escape='*'))
else:
query = query.filter(field == value)
count = query.count()
if order_by is not None:
if not isinstance(order_by, (tuple, list)):
order_by = [order_by]
if not isinstance(desc, (tuple, list)):
desc = [desc]
for sort_by, sort_descending in zip_longest(order_by, desc):
if self.is_relation(entity, sort_by):
mapper = class_mapper(entity)
class_ = self._get_related_class(entity, sort_by)
query = query.outerjoin(sort_by)
f = self.get_view_field_name(class_, related_field_names)
field = self.get_field(class_, f)
else:
field = self.get_field(entity, sort_by)
if sort_descending:
field = _desc(field)
query = query.order_by(field)
if offset is not None:
query = query.offset(offset)
if limit is not None:
query = query.limit(limit)
objs = query.all()
return count, objs
def query(self, entity, limit=None, offset=None, limit_fields=None,
order_by=None, desc=False, filters={},
substring_filters=[], search_related=False, related_field_names=None,
**kw):
entity = resolve_entity(entity)
query = self.session.query(entity)
filters = self._modify_params_for_dates(entity, filters)
if search_related:
# Values for related fields contain the text to search
filters = self._modify_params_for_related_searches(entity, filters,
view_names=related_field_names,
substrings=substring_filters)
else:
# Values for related fields contain the primary key
filters = self._modify_params_for_relationships(entity, filters)
for field_name, value in filters.items():
field = getattr(entity, field_name)
if self.is_relation(entity, field_name) and isinstance(value, list):
related_class = self._get_related_class(entity, field_name)
related_pk = self.get_primary_field(related_class)
related_pk_col = getattr(related_class, related_pk)
related_pk_values = (getattr(v, related_pk) for v in value)
if self._relates_many(entity, field_name):
field_filter = field.any(related_pk_col.in_(related_pk_values))
else:
field_filter = field.has(related_pk_col.in_(related_pk_values))
query = query.filter(field_filter)
elif field_name in substring_filters and self.is_string(entity, field_name):
escaped_value = self._escape_like(value.lower())
query = query.filter(func.lower(field).contains(escaped_value, escape='*'))
else:
query = query.filter(field==value)
count = query.count()
if order_by is not None:
if not isinstance(order_by, (tuple, list)):
order_by = [order_by]
if not isinstance(desc, (tuple, list)):
desc = [desc]
for sort_by, sort_descending in zip_longest(order_by, desc):
if self.is_relation(entity, sort_by):
mapper = class_mapper(entity)
class_ = self._get_related_class(entity, sort_by)
query = query.outerjoin(sort_by)
f = self.get_view_field_name(class_, related_field_names)
field = self.get_field(class_, f)
else:
field = self.get_field(entity, sort_by)
if sort_descending:
field = _desc(field)
query = query.order_by(field)
if offset is not None:
query = query.offset(offset)
if limit is not None:
query = query.limit(limit)
objs = query.all()
return count, objs
def query(self,
entity,
limit=None,
offset=0,
limit_fields=None,
order_by=None,
desc=False,
filters={},
substring_filters=[],
search_related=False,
related_field_names=None,
**kw):
if '_id' in filters:
try:
filters['_id'] = ObjectId(filters['_id'])
except InvalidId:
pass
if search_related:
# Values for related fields contain the text to search
filters = self._modify_params_for_related_searches(
entity,
filters,
view_names=related_field_names,
substrings=substring_filters)
filters = self._modify_params_for_relationships(entity, filters)
for field in substring_filters:
if self.is_string(entity, field):
filters[field] = {
'$regex': re.compile(re.escape(filters[field]),
re.IGNORECASE)
}
count = entity.query.find(filters).count()
pipeline = []
if filters:
pipeline.append({'$match': filters})
discarded = []
if order_by is not None:
if not isinstance(order_by, (tuple, list)):
order_by = [order_by]
if not isinstance(desc, (tuple, list)):
desc = [desc]
sorting = SON()
for sort_by, sort_descending in zip_longest(order_by, desc):
sort_order = DESCENDING if sort_descending else ASCENDING
if self.is_relation(entity, sort_by):
relationship = getattr(entity, sort_by)
join = relationship.join
my_foreign_key = relationship._detect_foreign_keys(
relationship.mapper, join.rel_cls, False)
rel_foreign_key = relationship._detect_foreign_keys(
mapper(relationship.related), join.own_cls, False)
related_col_name = mapper(
relationship.related).collection.m.collection_name
embedded_results_field = '__%s_%s' % (related_col_name,
uuid.uuid4().hex)
discarded.append(embedded_results_field)
if my_foreign_key:
pipeline.append({
'$lookup': {
'from': related_col_name,
'localField': my_foreign_key[0].name,
'foreignField': '_id',
'as': embedded_results_field
}
})
else:
pipeline.append({
'$lookup': {
'from': related_col_name,
'localField': '_id',
'foreignField': rel_foreign_key[0].name,
'as': embedded_results_field
}
})
sorting['%s.%s' %
(embedded_results_field,
self.get_view_field_name(
relationship.related, related_field_names
or []))] = sort_order
else:
sorting[sort_by] = sort_order
if sorting:
pipeline.append({'$sort': sorting})
if offset:
pipeline.append({'$skip': int(offset)})
if limit is not None:
pipeline.append({'$limit': int(limit)})
if discarded:
pipeline.append({'$project': {f: False for f in discarded}})
results = ODMCursor(self.session, entity,
entity.query.aggregate(pipeline))
return count, results.all()