Water Pump Sensor Data Migration



Introducing the Water Pump Sensor Data Migration

1. Check raw data

Settings are needed for the label column and missing values.

2. Set the Preprocessing Plan

  • Set label.
  • Handling missing values.
  • Convert to the format: Name, Time, Value & Convert to UTC time.

Set label

Handling missing values

Convert to the format: Name, Time, Value & Convert to UTC time

Once the data frame is restructured as shown in the image below, it will be ready for upload to Machbase Neo.

3. Data Upload

Finally, the data can be uploaded to Machbase Neo using the command below.

machbase-neo shell import --input ./datahub-2024-11-Pump-Sensor.csv.gz --compress gzip --header --method append --timeformat ns pump

Check the entire code.

datahub/dataset/2024/11.Pump Sensor/conv/convert.py at main · machbase/datahub
All Industrial IoT DataHub with data visualization and AI source - machbase/datahub

4. Check the results after uploading

Output when executing the following code in the Machbase Neo internal shell.

select * from v$pump_stat;

※ Subsequent link to the AI training process: Water Pump Sensor Data

Back to Top