better-sql
datafusion
better-sql | datafusion | |
---|---|---|
2 | 55 | |
25 | 5,200 | |
- | 7.2% | |
0.0 | 9.9 | |
over 1 year ago | 5 days ago | |
TypeScript | Rust | |
BSD 2-clause "Simplified" License | Apache License 2.0 |
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better-sql
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Steampipe โ Select * from Cloud;
The ergonomics issue of SQL can be workaround by transpiler.
I do like SQL the syntax but it's hard to discard the ecosystem around SQL.
For instance, I made better-sql [1] recently which generate SQL from a language similar to GraphQL and EdgeDB query language.
[1] https://better-sql.surge.sh
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EdgeDB 2.0
I'm working on a npm package [1] that "transpile" from a syntax inspired by edgedb into raw sql. I've implemented select columns, join tables and where statements. Still having more to work on (e.g. order by, group by, aggregate function, and more important, the readme)
[1] https://github.com/beenotung/better-sql
datafusion
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Velox: Meta's Unified Execution Engine [pdf]
Python's Substrait seems like the biggest/most-used competitor-ish out there. I'd love some compare & contrast; my sense is that Substrait has a smaller ambition, and more wants to be a language for talking about execution rather than a full on execution engine. https://github.com/substrait-io/substrait
We can also see from the DataFusion discussion that they too see themselves as a bit of a Velox competitor. https://github.com/apache/arrow-datafusion/discussions/6441
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What I Talk About When I Talk About Query Optimizer (Part 1): IR Design
Agree, substrait is a really cool project! Related: if you like substrait you might want to check out datafusion too. The project is a query execution engine built on top of Apache Arrow (with SQL parser, query planner & optimizer, execution engine, extensible user defined functions, among others) and it implements a substrait provider and consumer: https://github.com/apache/arrow-datafusion/tree/main/datafus...
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DuckDB performance improvements with the latest release
The draft contains some preliminary benchmark results, comparing it to DuckDB.
https://github.com/apache/arrow-datafusion/issues/6782
- Apache Arrow DataFusion
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GlareDB: An open source SQL database to query and analyze distributed data
Apache Arrow is a pretty common memory structure these days. Datafusion is an open query engine built in Rust started by Andy Grove.
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DuckDB 0.8.0
DuckDB is a great piece of software if you are
If you are looking for a query engine implemented in a safe language (Rust) I definitely suggest checking out DataFusion. It is comparable to DuckDB in performance, has all the standard built in SQL functionality, and is extensible in pretty much all areas (query language, data formats, catalogs, user defined functions, etc)
https://arrow.apache.org/datafusion/
Disclaimer I am a maintainer of DataFusion
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Data Engineering with Rust
https://github.com/jorgecarleitao/arrow2 https://github.com/apache/arrow-datafusion https://github.com/apache/arrow-ballista https://github.com/pola-rs/polars https://github.com/duckdb/duckdb
- Polars: Computing a new column from multiple columns - there must be a better way
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Bridging Async and Sync Rust Code - A lesson learned while working with Tokio
Problem comes when you want to do this inside an async context since we couldn't block an async task. https://users.rust-lang.org/t/sync-function-invoking-async/43364/6 You might need to do it in another runtime/thread. It is not recommended to do this, but sometimes it is unavoidable while implementing a third-party trait. https://github.com/apache/arrow-datafusion/issues/3777 However, I believe this isn't a problem particular to tokio, or any specific runtime.
- Using Rust to write a Data Pipeline. Thoughts. Musings.
What are some alternatives?
edgedb-go - The official Go client library for EdgeDB
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
edgedb-cli - The EdgeDB CLI
ClickHouse - ClickHouseยฎ is a free analytics DBMS for big data
edgedb-examples - EdgeDB example projects for different stacks
databend - ๐๐ฎ๐๐ฎ, ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ & ๐๐. Modern alternative to Snowflake. Cost-effective and simple for massive-scale analytics. https://databend.com
vlcn-orm - Develop with your data model anywhere. Query and load data reactively. Replicate between peers without a central server.
db-benchmark - reproducible benchmark of database-like ops
steampipe-mod-aws-thrifty - Are you a Thrifty AWS dev? This mod checks your AWS accounts for unused and under-utilized resources using Powerpipe and Steampipe.
duckdb - DuckDB is an in-process SQL OLAP Database Management System
steampipe-plugin-sdk - Steampipe Plugin SDK is a simple abstraction layer to write a Steampipe plugin. Plugins automatically work across all engine types including the Steampipe CLI, Postgres FDW, SQLite extension and the export CLI.
nushell - A new type of shell