> ## Documentation Index
> Fetch the complete documentation index at: https://docs.neynar.com/llms.txt
> Use this file to discover all available pages before exploring further.

# From Parquet Exports

> Ingest farcaster data into your database or data warehouse from parquet exports

<Info>
  ### Contact for setup and pricing
</Info>

## Frequency

* Full exports are created every day
* Incremental exports are created every 1s or 10s depending on the tier you chose

## Ingestion

See [How to ingest](/docs/how-to-ingest)

Full archives: `s3://tf-premium-parquet/public-postgres/farcaster/v2/full/`

Incremental archives: `s3://tf-premium-parquet/public-postgres/farcaster/v2/incremental/`

## Notifications using SNS

You can subscribe to SNS to get notifications whenever a new file is added to the s3 bucket: `arn:aws:sns:us-east-1:252622759102:tf-s3-premium-parquet`

## Schema

<CardGroup>
  <Card title="Schema" href="https://www.notion.so/Schema-31d2a205aab544518f178277be803a16?pvs=21" icon="link" iconType="solid" horizontal />
</CardGroup>

## Notes

1. Data is exported every 30 mins and once a day. You can start by downloading a daily snapshot and then ingesting the incremental 30m files.
2. Originally timestamps were stored with nanoseconds, but as of April 23, 2024 they are all using microseconds.
3. The “messages” table is very very large and we are not currently exporting it. Please talk with us if you need the table and we can figure out the best solution for you.