dbt-ml-preprocessing
sqlglot
| dbt-ml-preprocessing | sqlglot | |
|---|---|---|
| 2 | 56 | |
| 175 | 5,511 | |
| 0.0% | - | |
| 3.7 | 9.9 | |
| 10 months ago | 5 days ago | |
| Python | Python | |
| MIT License | MIT License |
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dbt-ml-preprocessing
sqlglot
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The Future of MySQL is PostgreSQL: an extension for the MySQL wire protocol
This is probably referring to "zero changes to your driver code" and not "zero changes to the SQL you send over this driver".
Translating between SQL dialects is notoriously hard and attempts to translate [1] are working in 95% of cases. But the last 5% would require 5x amount of work. That's because "SQL dialect" also includes weird edge cases of type inference of things like COALESCE(5, FALSE) and emulation of system catalogs (pg_catalog, information_schema).
[1] https://github.com/tobymao/sqlglot
- FLaNK AI Weekly 18 March 2024
- SQLGlot: No-dependency SQL parser, transpiler, optimizer for 21 SQL dialects
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Transpile Any SQL to PostgreSQL Dialect
Recommend checking out https://github.com/tobymao/sqlglot if you are interested in this capability for other SQL dialects
Tools like this are helpful for:
- Rendering SQL in a consistent way, eg for snapshot testing
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This Week In Python
sqlglot – Python SQL Parser and Transpiler
- SQLglot: Python SQL Parser and Transpiler
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Build the dependency graph of your BigQuery pipelines at no cost: a Python implementation
In the project we used Python lib networkx and a DiGraph object (Direct Graph). To detect a table reference in a Query, we use sqlglot, a SQL parser (among other things) that works well with Bigquery.
- A Primer on SQLGlot's Abstract Syntax Tree
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Show HN: SQL Polyglot
Cool! Is this built with sqlglot[1] on the back end?
[1] https://github.com/tobymao/sqlglot
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sqlglot - Amazing SQL parsing library
Wanted to give sqlglot a shoutout as it saved me a ton of time.
What are some alternatives?
CueObserve - Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
sqloxide - Python bindings for sqlparser-rs
airflow-dbt - Apache Airflow integration for dbt
JSqlParser - JSqlParser parses an SQL statement and translate it into a hierarchy of Java classes. The generated hierarchy can be navigated using the Visitor Pattern
dbt-snowflake-monitoring - A dbt package from SELECT to help you monitor Snowflake performance and costs
Transcrypt - Python 3.9 to JavaScript compiler - Lean, fast, open! -
datavault4dbt - Scalefree's dbt package for a Data Vault 2.0 implementation congruent to the original Data Vault 2.0 definition by Dan Linstedt including the Staging Area, DV2.0 main entities, PITs and Snapshot Tables.
zetasql - ZetaSQL - Analyzer Framework for SQL
jupysql - Better SQL in Jupyter. 📊
duckdb - DuckDB is an in-process SQL OLAP Database Management System
dbt-coves - CLI tool for dbt users to simplify creation of staging models (yml and sql) files
criterion.rs - Statistics-driven benchmarking library for Rust