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