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f34232a · Dec 23, 2024

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Data Visualisation on Apache Preset

Apache Preset connected to Clickhouse and Snowflake warehouse for Streaming and Batch-processing pipelines respectively.

Clickhouse Streaming Data

In preset, three charts were created directly off the clickhouse data. One was a line chart showing the live stock price while another chart was a bar chart showing the calculated percentage change over every 10s window. Lastly, there was a table showing the corresponding price, volume stock and timestamp. The dashboard was set to refresh every 10s to 30s, to illustrate the charts updating as streaming data came in.

Charts and Dashboards Image Image Image Image

Snowflake Historical Data

In preset, a few charts were created off the snowflake mart data. These help in visualizing the stock trend over a particular period of time

Charts and Dashboards

Image Image