@Shashank have you tried putting you CSV into S3 and use the S3 bucket for analysis?
Also take a look at the dataset and ingestion related APIs. You should be able to build a simple ETL where you upload your CSV to S3 (any other supported database/storage) and trigger the APIs to reflect on the analysis/dashboards. BTW you plan to keep uploading a new CSV to analysis and republish dashboard? If the schema is not changing and only data is, then you shouldn’t need to replace datasets in analysis.
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