Add query_cleaning_SCADA_data_by_device_ID_and_timerange

This commit is contained in:
DingZQ
2025-05-04 16:26:55 +08:00
parent c7724edd4a
commit 8dfd56456e

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@@ -1669,7 +1669,60 @@ def query_SCADA_data_by_device_ID_and_timerange(query_ids_list: List[str], start
"value": record["_value"] "value": record["_value"]
}) })
SCADA_dict[device_id] = records_list SCADA_dict[device_id] = records_list
client.close() client.close()
return SCADA_dict
def query_cleaning_SCADA_data_by_device_ID_and_timerange(query_ids_list: List[str], start_time: str, end_time: str, bucket: str="SCADA_data"):
"""
查询指定时间范围内多个SCADA设备的修复的单个的数据
:param query_ids_list: SCADA设备ID的列表
:param start_time: 输入的北京时间,格式为 '2023-11-24T17:30:00+08:00'
:param end_time: 输入的北京时间,格式为 '2023-11-24T17:30:00+08:00'
:param bucket: InfluxDB 的 bucket 名称,默认值为 "SCADA_data"
:return:
"""
client = get_new_client()
if not client.ping():
print("{} -- Failed to connect to InfluxDB.".format(datetime.now().strftime('%Y-%m-%d %H:%M:%S')))
query_api = client.query_api()
print('start_time', start_time)
print('end_time', end_time)
# 将北京时间转换为 UTC 时间
beijing_start_time = datetime.fromisoformat(start_time)
print('beijing_start_time', beijing_start_time)
utc_start_time = time_api.to_utc_time(beijing_start_time)
print('utc_start_time', utc_start_time)
beijing_end_time = datetime.fromisoformat(end_time)
print('beijing_end_time', beijing_end_time)
utc_stop_time = time_api.to_utc_time(beijing_end_time)
print('utc_stop_time', utc_stop_time)
SCADA_dict = {}
for device_id in query_ids_list:
flux_query = f'''
from(bucket: "{bucket}")
|> range(start: {utc_start_time.isoformat()}, stop: {utc_stop_time.isoformat()})
|> filter(fn: (r) => r["device_ID"] == "{device_id}" and r["_field"] == "datacleaning_value")
|> sort(columns: ["_time"])
'''
# 执行查询,返回一个 FluxTable 列表
tables = query_api.query(flux_query)
print(tables)
records_list = []
for table in tables:
for record in table.records:
# 获取记录的时间和监测值
records_list.append({
"time": record["_time"],
"value": record["_value"]
})
SCADA_dict[device_id] = records_list
client.close()
return SCADA_dict return SCADA_dict
# DingZQ, 2025-02-15 # DingZQ, 2025-02-15
@@ -3373,6 +3426,7 @@ def upload_cleaned_SCADA_data_to_influxdb(file_path: str, bucket: str="SCADA_dat
client.close() client.close()
# 示例调用 # 示例调用
if __name__ == "__main__": if __name__ == "__main__":
url = influxdb_info.url url = influxdb_info.url