# -*- coding: utf-8 -*- from datetime import datetime import unicodedata from sqlalchemy.sql import operators from sqlalchemy.orm import load_only from sqlalchemy.sql.expression import text import utils import settings from fulltext import find_fulltext import logging logger = logging.getLogger(__name__) def get_operator(op, type='str'): return { 'str': { '==': operators.eq, '>': operators.gt, '>=': operators.ge, '<': operators.lt, '<=': operators.le, '^': operators.startswith_op, '$': operators.endswith_op, '&': operators.in_op, }, 'int': { '==': operators.eq, '>': operators.gt, '>=': operators.ge, '<': operators.lt, '<=': operators.le, } }[type].get(op, { 'str': operators.contains_op, 'int': operators.eq }[type]) class Parser(object): def __init__(self, model, user_items, list_items, find, sort): self._model = model self._find = find self._sort = sort self._user = model.users.mapper.class_ self._user_items = user_items self._list_items = list_items self._list = model.lists.mapper.class_ self.item_keys = model.item_keys self.filter_keys = model.filter_keys def parse_condition(self, condition): ''' condition: { value: "war" } or condition: { key: "year", value: [1970, 1980], operator: "=" } ... ''' #logger.debug('parse_condition %s', condition) if 'value' not in condition: return None k = condition.get('key', '*') if not k: k = '*' v = condition['value'] op = condition.get('operator') if not op: op = '=' if op.startswith('!'): op = op[1:] exclude = True else: exclude = False key_type = (utils.get_by_id(self.item_keys, k) or {'type': 'string'}).get('type') if isinstance(key_type, list): key_type = key_type[0] if k == 'list': key_type = '' if (not exclude and op == '=' or op in ('$', '^')) and v == '': return None elif k == 'resolution': q = self.parse_condition({'key': 'width', 'value': v[0], 'operator': op}) \ & self.parse_condition({'key': 'height', 'value': v[1], 'operator': op}) if exclude: q = ~q return q elif isinstance(v, list) and len(v) == 2 and op == '=': q = self.parse_condition({'key': k, 'value': v[0], 'operator': '>='}) \ & self.parse_condition({'key': k, 'value': v[1], 'operator': '<'}) if exclude: q = ~q return q elif key_type == 'boolean': v = str(v).lower() v = v == 'true' vk = getattr(self._sort, k) q = operators.eq(vk, v) ids = self._model.query.join(self._sort).filter(q).options(load_only('id')) return self.in_ids(ids, exclude) elif k == 'id': if op == '&': ids = v else: ids = [v] return self.in_ids(ids, exclude) elif k == 'fulltext': ids = find_fulltext(v) return self.in_ids(ids, exclude) elif key_type in ("string", "text"): if isinstance(v, str): v = unicodedata.normalize('NFKD', v).lower() q = get_operator(op)(self._find.findvalue, v) if k != '*': q &= (self._find.key == k) ids = self._model.query.join(self._find).filter(q).options(load_only('id')) return self.in_ids(ids, exclude) elif k == 'list': nickname, name = v.split(':', 1) if nickname: try: u = self._user.query.filter_by(nickname=nickname).one() except sqlalchemy.orm.exc.NoResultFound: ids = [] return self.in_ids(ids, exclude) else: u = self._user.query.filter_by(id=settings.USER_ID).one() if not name: ids = self._user_items.select().where( self._user_items.columns['user_id'].is_(u.id) ).with_only_columns( [text('item_id')] ) elif nickname: peer = utils.get_peer(u.id) ids = peer.info['lists'].get(name, []) else: l = self._list.query.filter_by(user_id=u.id, name=name).first() if not l: q = operators.eq(self._model.id, '') if exclude: q = ~q return q if l.type == 'static': ids = self._list_items.select().where( self._list_items.columns['list_id'].is_(l.id) ).with_only_columns( [text('item_id')] ) else: ids = l.get_items().options(load_only('id')) return self.in_ids(ids, exclude) elif key_type == 'date': def parse_date(d): while len(d) < 3: d.append(1) return datetime(*[int(i) for i in d]) #using sort here since find only contains strings v = parse_date(v.split('-')) vk = getattr(self._sort, k) q = get_operator(op, 'int')(vk, v) ids = self._model.query.join(self._find).filter(q).options(load_only('id')) return self.in_ids(ids, exclude) else: #integer, float, time q = get_operator(op, 'int')(getattr(self._sort, k), v) ids = self._model.query.join(self._find).filter(q).options(load_only('id')) return self.in_ids(ids, exclude) def in_ids(self, ids, exclude): if isinstance(ids, list) and not ids: q = operators.eq(self._model.id, '') if exclude: q = ~q else: in_op = operators.notin_op if exclude else operators.in_op q = in_op(self._model.id, ids) return q def parse_conditions(self, conditions, operator): ''' conditions: [ { value: "war" } { key: "year", value: "1970-1980, operator: "!=" }, { key: "country", value: "f", operator: "^" } ], operator: "&" ''' conn = [] for condition in conditions: if 'conditions' in condition: q = self.parse_conditions(condition['conditions'], condition.get('operator', '&')) else: q = self.parse_condition(condition) if isinstance(q, list): conn += q else: conn.append(q) conn = [q for q in conn if not isinstance(q, None.__class__)] if conn: if operator == '|': q = conn[0] for c in conn[1:]: q = q | c q = [q] else: q = conn return q return [] def find(self, data): ''' query: { conditions: [ { value: "war" } { key: "year", value: "1970-1980, operator: "!=" }, { key: "country", value: "f", operator: "^" } ], operator: "&" } ''' #join query with operator qs = self._model.query #only include items that have hard metadata conditions = self.parse_conditions(data.get('query', {}).get('conditions', []), data.get('query', {}).get('operator', '&')) for c in conditions: qs = qs.filter(c) #print(qs) return qs