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ask question about field and value separate #554

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as183789043 opened this issue Jan 12, 2023 · 0 comments
Open

ask question about field and value separate #554

as183789043 opened this issue Jan 12, 2023 · 0 comments

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@as183789043
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version: influxdb v2.4

i have a question about ETL when i use ui filter search my data

I expected my result like this

filed,value

voltage:20
current:30

but result is

_filed,_value

_filed,voltage

_filed,_value

_value,20

How do I fix it

part of Code:

column_list=["Location","Service","RackName","PduSide"]
ip_to_mapping = {
        '192.168.20.100': ["room1","storage","A01","R"],
        '192.168.20.101': ["room2","CRM","A02","L"]
    }
drop_colummns=['table','_measurement','_start','_stop','_time','result']
#mapping
def mapping_function(num):
    feeback_dict={}
    for x in range(len(empty)):
        feeback_dict[f'{empty[x]}']=ip_to_mapping[empty[x]][num]

    return(feeback_dict)


#instance
client = InfluxDBClient(url=url, token=token, org=org)
write_api = client.write_api(write_options=SYNCHRONOUS)
query_api = client.query_api()

#query
query = ''' from(bucket: "delta_pdu")
|> range(start:-1m)
|> filter(fn: (r) => r["_measurement"] == "snmp")  '''
result = query_api.query_data_frame(org=org, query=query)

# for x in result:
#     print(x.columns)

#ETL
empty=[]
for table in result:
    a=list(set(table['agent_host']))
    for x in a:
        empty.append(x)
    for x in range(len(column_list)):
        table[f'{column_list[x]}']=table['agent_host'].map(mapping_function(x))
    table.set_index(table['_time'], inplace=True)
    # print(table)
    clear_data=table.drop(columns=drop_colummns)
    clear_data_columns=list(clear_data.columns)
    print(clear_data)
    print(clear_data_columns)
    print('=----')
    # print(clear_data_columns)
    for x in clear_data_columns:

        if x[0]=='_':
            clear_data_columns.remove(x)
    print(clear_data_columns)


    write_api.write(bucket=bucket2, org=org, record=clear_data, 
                        data_frame_measurement_name='SNMP',
                        data_frame_tag_columns=clear_data_columns,
                        data_frame_field_columns=["_filed","_value"])
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