import json import os import re import time import traceback from .valid_data import * __all__ = 'Transmitter', class Transmitter: def __init__(self, db_client, db_name, sketch, log, lock, event_attr, p=0): self.db_client = db_client self.db_name = db_name self.sketch = sketch self.slots = dict() self.log = log self.lock = lock self.event_attr = event_attr self.p = p def add_source(self, handler, bulk_max=1000, time_out=60): self.slots[handler] = {'bulk_max': bulk_max, 'time_out': time_out, "ts": int(time.time())} 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 (p['ts'] + p['time_out'] <= ts or buffer_size >= p['bulk_max']) and buffer_size > 0: p['ts'] = ts yield tb, buffer elif p['ts'] + p['time_out'] <= ts: # 保持连接 self.db_client.execute('select 1') @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.lock.acquire() ts = int(time.time() * 1000) # print(f'{ts} {os.getpid()} 获得锁') self.db_client.execute('set input_format_allow_errors_ratio=0.2') self.db_client.execute(sql) self.log.info(f'进程{self.p} 写入耗时 {int(time.time() * 1000) - ts}') except Exception as e: # 丢弃错误行 再次发送 if hasattr(e, 'code') and 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 msg = traceback.format_exc() self.log.error(msg) finally: pass # print(f' {os.getpid()} 释放锁') # self.lock.release() self.log.info(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 set_event_attr(self, db, tb, data): if tb != 'event': return [self.event_attr.check_attr(db, 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) self.log.warning(f'{k} {type(k)} 类型不一致') for key in del_keys: del item[key] def run(self): for tb, buffer in self.check_send(): try: 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.set_event_attr(self.db_name, tb, data) self.__send(self.db_name, tb, [json.dumps(item) for item in data]) except Exception as e: self.log.error(e) buffer.clear()