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PR-URL: https://github.com/hasura/graphql-engine-mono/pull/9631 GitOrigin-RevId: 64c40a30e3483fb0322ce9f2fbb2e9c1e3f1d9ba
39 lines
1.2 KiB
Markdown
39 lines
1.2 KiB
Markdown
# Hasura + SQL (OLAP)
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What do people like doing with SQL OLAP DBs?
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- Use SQL to extract business insights from their data
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- SQL syntax and power is very important
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- Since data is not frequently written and comes from another source consistency is assumed once data is in the OLAP store
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- Physical data modeling, normalization is not important
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- Joins are not important, data is often denormalized
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The Hasura + X story:
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- Hasura makes OLAP stores high-concurrency and low-latency
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- Query batching
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- Caching
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- Hasura brings end-user authz to aggregations API (on single tables)
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- Hasura brings out the best of OLAP features using PMs
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**What Hasura needs to have to make Hasura + OLAP CDWs awesome:**
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1. All single model features
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2. Aggregations roadmap:
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- Group By
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- CTEs, Pivot tables
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3. Parameterized models
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4. High-concurrency by batching queries per second
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5. Low-latency by allowing pre-warm caches
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6. Solutions guide to ETL data to a row-storage engine instead of columnar
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7. Async queries for slow running queries
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**Clickhouse specifics over and above:**
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1. Support dictionaries instead of joins
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2. Support PKs and skip indices
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**Snowflake specifics over and above:**
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1. Support time based snapshots in parameterized models
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