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