main
黄海 5 months ago
parent 3b41ed639d
commit 69a8f5af97

@ -16,6 +16,7 @@ class SyncService:
self.columns = None
self.full_sync_interval = 24 * 3600 # 24小时全量同步一次
self.last_full_sync = 0
self.recent_check_count = 5000 # 近期数据检查条数
def sync_data(self, table, batch_size):
"""智能同步策略"""
@ -26,11 +27,11 @@ class SyncService:
self._full_sync(table, batch_size)
self.last_full_sync = current_time
else:
self._incremental_sync_by_id(table, batch_size)
self._incremental_sync(table, batch_size)
def _full_sync(self, table, batch_size):
"""全量同步"""
logger.info(f"开始全量同步{table}")
logger.info(f"🚀 开始全量同步{table}")
mysql_conn = self.mysql_conn.connect()
try:
@ -46,13 +47,14 @@ class SyncService:
logger.error(f"全量同步失败: {str(e)}")
finally:
mysql_conn.close()
logger.info(f"全量同步{table}完成")
logger.info(f"全量同步{table}完成")
def _incremental_sync_by_id(self, table, batch_size):
"""基于ID的增量同步"""
def _incremental_sync(self, table, batch_size):
"""增量同步(含近期数据保障)"""
last_id = self._get_last_id_from_ch(table)
logger.info(f"开始增量同步{table}起始ID: {last_id}")
logger.info(f"🔁 开始增量同步{table}起始ID: {last_id}")
# 标准增量同步
mysql_conn = self.mysql_conn.connect()
try:
with mysql_conn.cursor() as count_cursor:
@ -67,11 +69,62 @@ class SyncService:
)
self._sync_with_cursor(cursor, total, table, batch_size)
finally:
mysql_conn.close()
# 近期数据保障同步
self._sync_recent_data(table, batch_size)
logger.info(f"✅ 增量同步{table}完成最后ID: {self._get_last_id_from_ch(table)}")
def _sync_recent_data(self, table, batch_size):
"""近期数据保障同步"""
logger.info(f"🔄 开始同步{table}最近{self.recent_check_count}条数据")
mysql_conn = self.mysql_conn.connect()
try:
with mysql_conn.cursor() as cursor:
cursor.execute(f"SELECT MAX(id) FROM {table}")
max_id = cursor.fetchone()[0] or 0
if max_id <= 0:
return
start_id = max(max_id - self.recent_check_count, 0)
with mysql_conn.cursor(pymysql.cursors.SSCursor) as cursor:
cursor.execute(
f"SELECT * FROM {table} WHERE id >= {start_id} ORDER BY id"
)
total = max_id - start_id + 1
progress = tqdm(total=total, desc="近期数据", unit="rec")
batch = []
while True:
row = cursor.fetchone()
if not row:
break
mapped = self.mapper.map_row(self.columns, row)
batch.append(mapped)
if len(batch) >= batch_size:
self._insert_batch(batch, table)
progress.update(len(batch))
batch = []
if batch:
self._insert_batch(batch, table)
progress.update(len(batch))
progress.close()
except Exception as e:
logger.error(f"增量同步失败: {str(e)}")
logger.error(f"近期数据同步失败: {str(e)}")
finally:
mysql_conn.close()
logger.info(f"增量同步{table}完成最后ID: {self._get_last_id_from_ch(table)}")
logger.info(f"🆗 近期数据同步范围ID: {start_id}-{max_id}")
def _sync_with_cursor(self, cursor, total, table, batch_size):
"""通用同步流程"""
@ -81,8 +134,7 @@ class SyncService:
while True:
try:
# 每5分钟检查连接
if time.time() - last_success_time > 300:
if time.time() - last_success_time > 300: # 5分钟连接检查
cursor.connection.ping(reconnect=True)
last_success_time = time.time()
@ -100,7 +152,7 @@ class SyncService:
last_success_time = time.time()
except (OperationalError, InterfaceError) as e:
logger.warning(f"连接中断,尝试重新连接...")
logger.warning("连接中断,尝试重新连接...")
cursor.connection.ping(reconnect=True)
time.sleep(5)
continue
@ -114,9 +166,7 @@ class SyncService:
def _get_last_id_from_ch(self, table):
"""获取ClickHouse最大ID"""
try:
result = self.ch_conn.connect().execute(
f"SELECT max(id) FROM {table}"
)
result = self.ch_conn.connect().execute(f"SELECT max(id) FROM {table}")
return result[0][0] or 0
except Exception as e:
logger.error(f"获取最大ID失败: {str(e)}")
@ -142,9 +192,10 @@ class SyncService:
settings={
'date_time_input_format': 'best_effort',
'allow_experimental_analyzer': 0,
'input_format_null_as_default': 1
'input_format_null_as_default': 1,
'max_partitions_per_insert_block': 500
}
)
except Exception as e:
logger.error(f"批量插入失败: {str(e)}")
# 可选:实现重试逻辑
# 可选添加重试逻辑
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