seq-datasource-v2
spark-clickhouse-connector
| seq-datasource-v2 | spark-clickhouse-connector | |
|---|---|---|
| 1 | 1 | |
| 10 | 193 | |
| - | 2.6% | |
| 0.0 | 7.7 | |
| almost 4 years ago | about 1 month ago | |
| Scala | Scala | |
| Apache License 2.0 | Apache License 2.0 |
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seq-datasource-v2
spark-clickhouse-connector
-
SQL should be your default choice for data engineering pipelines
Agree with the OP that SQL will almost assuredly still be in use for 20+ years in the future, given the simplicity and flexibility of the declarative language, standardization, and as applicable to today as it was then to our big data problems.
Any discussion of SQL at scale must include ClickHouse [https://clickhouse.com/docs/en/install#self-managed-install], given it's broad open-source use, integrations available for Spark with JDBC [https://github.com/ClickHouse/clickhouse-jdbc/] or the open-source Spark-ClickHouse Connector [https://github.com/housepower/spark-clickhouse-connector], and capability to scale SQL as a network service.
Disclosure: I work for ClickHouse
What are some alternatives?
parquet4s - Read and write Parquet in Scala. Use Scala classes as schema. No need to start a cluster.
distrobox - Use any linux distribution inside your terminal. Enable both backward and forward compatibility with software and freedom to use whatever distribution you’re more comfortable with. Mirror available at: https://gitlab.com/89luca89/distrobox
spline - Data Lineage Tracking And Visualization Solution
SynapseML - Simple and Distributed Machine Learning
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
spark-daria - Essential Spark extensions and helper methods ✨😲
prql - PRQL is a modern language for transforming data — a simple, powerful, pipelined SQL replacement
seq-tickets - Issues, design discussions and feature roadmap for the Seq log server
dbt-unit-testing - This dbt package contains macros to support unit testing that can be (re)used across dbt projects.
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
clickhouse-java - ClickHouse Java Clients & JDBC Driver