Install the package with the following command :
pip3 install streamlit_datagrid
You can use Python>=3.6 and Streamlit to use this component.
Given a dataframe with labeled sensors' records and a threshold for each sensor, Streamlit MUI/React Datagrid component displays every record where the measure value is out of the given threshold.
For example, given a temperature sensor, we want to display every record where the temperature is over 20°C : we have to specify the threshold dictionary as {"Temperature": {"value": 20, "side": ">"}} and the dataframe of records in Streamlit Datagrid component.
Streamlit DataGrid example with Streamlit Line Chart
| Argument | Description | Default value |
|---|---|---|
| df | Dataframe where the displayed data come from. | [REQUIRED VALUE] |
| label | Column label for label sensor record. | [REQUIRED VALUE] |
| measure | Column label for sensor measure record. | [REQUIRED VALUE] |
| th | Threshold dictionary for every label contained in dataframe label column. Format : {<label value>: {"value": <value>, "side": <operator>}, ...} | [REQUIRED VALUE] |
| headers | List of headers names to display. Must be [] or a list of strings with equal length with dataframe.columns value. | "rgb(0, 0, 255)" |
| height | Height value of the box containing the datagrid component. | None |
| key | Key of the component. Must be declare to avoid issue. | None |
I may not update this component. I do this for personal purpose only. However, you can suggest ideas, if it doesn't take too much time I'll consider modifying this work.