Datatables in webapp
MgDv
Dataiku DSS Core Concepts, Registered Posts: 3 ✭✭✭✭
Is it possible to create a Datatable in a webapp?
To have features like filtering and pagination.
Answers
-
Hi,
DSS doesn't offer particular webapp components, so what's available to you is what Bokeh or Shiny or Dash has to offer you.
If the goal of the webapp is to be a datatable, then maybe you should simply take the DSS dataset you want in the table and publish it on a dashboard.
-
Ignacio_Toledo Dataiku DSS Core Designer, Dataiku DSS Core Concepts, Neuron 2020, Neuron, Registered, Dataiku Frontrunner Awards 2021 Finalist, Neuron 2021, Neuron 2022, Frontrunner 2022 Finalist, Frontrunner 2022 Winner, Dataiku Frontrunner Awards 2021 Participant, Frontrunner 2022 Participant, Neuron 2023 Posts: 415 Neuron
Hi @MgDv
,Just a few days ago I create one data-table with Dash using webapps. Here is the code I used, hopefully it will work as a template or example:
import plotly.express as px import dataiku import dash_core_components as dcc import dash_html_components as html import dash_table import pandas as pd dataset = dataiku.Dataset("your_data_frame") df = dataset.get_dataframe() app.layout = html.Div(children=[ html.H1(children='Main Title for your Table'), dash_table.DataTable( id='table', css=[{'selector': 'table', 'rule': 'table-layout: fixed'}], # add selector capabilities and table layout columns=[{"name": i, "id": i} for i in df.columns], data=df.to_dict('records'), style_data=dict( textAlign='left', height='15px', overflow='hidden', ), style_header={ 'whiteSpace': 'normal', 'height': 'auto', }, style_cell_conditional=[ {'if': {'column_id': 'column_0'}, # Fixed width for 'column_0' 'width': '10%'}, {'if': {'column_id': 'column_1'}, # Fixed width for 'column_1' 'width': '10%'}], page_size=20, style_table={'overflowX': 'auto'}, tooltip_data=[ { column: {'value': str(value), 'type': 'markdown'} for column, value in row.items() } for row in df.to_dict('records')], tooltip_duration=None, filter_action="native", sort_action="native", sort_mode="multi", column_selectable="single", export_format="csv" # add option to export the datatable in csv format ) ])
Hope this helps!
I.
-
Thanks a lot for this snippet !!