import json import re import time from .valid_data import * __all__ = 'Transmitter', class Transmitter: def __init__(self, db_client, db_name, sketch): self.db_client = db_client self.db_name = db_name self.sketch = sketch self.ts = int(time.time()) self.slots = dict() def add_source(self, handler, bulk_max=1000, time_out=60): self.slots[handler] = {'bulk_max': bulk_max, 'time_out': time_out} def check_send(self): for h, p in self.slots.items(): ts = int(time.time()) tb, buffer = h.buffer_pool buffer_size = len(buffer) if (self.ts + p['time_out'] <= ts or buffer_size >= p['bulk_max']) and buffer_size > 0: self.ts = ts yield tb, buffer @staticmethod def flat_data(data: dict): if 'properties' in data: properties = data.pop('properties') data.update(properties) return data def __send(self, db, tb, data): sql = f'INSERT INTO {db}.{tb} FORMAT JSONEachRow ' sql = sql + '\n'.join(data) try: # 允许20%错误率 self.db_client.execute('set input_format_allow_errors_ratio=0.2') self.db_client.execute(sql) except Exception as e: # 丢弃错误行 再次发送 if e.code == 26: m = re.match('(.*)?Stack trace', e.message) if m: error_msg = m.group(1) error_row = re.match('.*?errors out of (\d+) rows', error_msg) if error_row: error_row = int(error_row.group(1)) - 1 error_data = data.pop(error_row) self.__send(db, tb, data) else: pass # print(f'{db}.{tb}插入{len(data)}条') def check_table(self, db, tb, data): [self.sketch.alter_table(db, tb, item) for item in data] def check_type(self, db, tb, data): struct_dict = self.sketch.struct_dict[f'{db}_{tb}'] for item in data: del_keys = set() for k, v in item.items(): if v is None: del_keys.add(k) continue type_ = struct_dict[k] item[k] = TYPE_CK2PY[type_](v, **item) if v is None: del_keys.add(k) print(k, '类型不一致') for key in del_keys: del item[key] def run(self): for tb, buffer in self.check_send(): data = [self.flat_data(x) for x in buffer.values()] self.check_table(self.db_name, tb, data) self.check_type(self.db_name, tb, data) self.__send(self.db_name, tb, [json.dumps(item) for item in data]) buffer.clear()