Keboola Streamlit simplifies the use of Keboola Storage API within Streamlit apps, providing easy-to-use functions for authentication, data retrieval, event logging, and data loading.
Project description
KeboolaStreamlit
KeboolaStreamlit is a Python package that facilitates the integration of Streamlit applications with the Keboola Storage API. It provides various functionalities for authentication, data retrieval, event creation, and data loading in a Keboola environment.
Installation
To install KeboolaStreamlit, you can use pip
:
pip install keboola-streamlit
Usage
Initialization
Create an instance of the KeboolaStreamlit
class with the required parameters:
from keboola_streamlit import KeboolaStreamlit
keboola = KeboolaStreamlit(root_url='https://connection.keboola.com', token='YOUR_API_TOKEN')
Authentication Check
Ensure that the user is authenticated and authorized to access the Streamlit app:
keboola.auth_check(required_role_id='YOUR_REQUIRED_ROLE_ID')
Retrieve Data
Fetch data from a Keboola Storage table and return it as a Pandas DataFrame:
df = keboola.get_data(table_id='YOUR_TABLE_ID')
Load Data
Load data from a Pandas DataFrame into a Keboola Storage table:
keboola.load_data(table_id='YOUR_TABLE_ID', df=your_dataframe, is_incremental=False)
Create Event
Create an event in Keboola Storage to log activities:
keboola.create_event(message='Your event message')
Add Keboola Table Selection
Add a Keboola table selection form to your Streamlit app sidebar:
selected_table_data = keboola.add_keboola_table_selection()
License
This project is licensed under the MIT License. See the LICENSE
file for more details.
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