nba-monte-carlo
steampipe
nba-monte-carlo | steampipe | |
---|---|---|
3 | 146 | |
345 | 6,391 | |
- | 0.8% | |
9.4 | 9.7 | |
10 days ago | 5 days ago | |
Python | Go | |
MIT License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
nba-monte-carlo
- Monte Carlo simulation of the NBA season (meltano, dbt, DuckDB, evidence)
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Evidence – Business Intelligence as Code
We have support for duckdb (and CSVs and Parquet through duckdb). We don't support python, but some people have also told us they have used evidence as the front-end for a python project - used python to do data transformation and calculations, then dumped the results into a duckdb file in an evidence project and built the visuals and narrative in evidence.
"Containerized" approaches with evidence are also quite interesting - lets you combine several tools and use evidence as the last mile. Here's a great example: https://github.com/matsonj/nba-monte-carlo
- DuckDB: Querying JSON files as if they were tables
steampipe
- Steampipe: Dynamically query APIs, code and more with SQL
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Cloud Tools You Probably Haven't Heard Of
Steampipe is a tool for querying cloud APIs and other data sources using SQL in a zero-ETL manner.
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Show HN: Query Your Sheets with SheetSQL
Readers may also enjoy Steampipe [1], an open source CLI to live query Google Sheets [2] and 140+ other services with SQL (e.g. AWS, GitHub, etc). It uses Postgres Foreign Data Wrappers under the hood and supports joins etc across the services. (Disclaimer - I'm a lead on the project.)
1 - https://github.com/turbot/steampipe
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Osquery: An sqlite3 virtual table exposing operating system data to SQL
be mindful of its AGPLv3 https://github.com/turbot/steampipe/blob/v0.21.8/LICENSE (AFAIK v0.4.3 is the last MIT release https://github.com/turbot/steampipe/blob/v0.4.3/LICENSE ) and the actual providers are Apache 2 <https://github.com/turbot/steampipe-plugin-aws/blob/v0.131.0...> (but I don't know if provider drift makes them compatible with 0.4 or not)
iasql seems to be AWS only, but good for them for taking this on:
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How to run an AWS CIS v3.0 assessment in CloudShell
In a prior post I showed how to install Steampipe in AWS CloudShell to instantly query over 460+ resource types from your AWS APIs using SQL, and another post on how to use the Steampipe AWS Compliance mod to assess over 25+ security benchmarks across your AWS accounts.
- Git Query Language
- Query Cloud and SaaS APIs with SQL
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Cutting down AWS cost by $150k per year simply by shutting things off
Readers may find Steampipe's [1] AWS Thrifty Mod [2] useful. It will automatically scan multiple accounts and regions for 50 cost saving opportunities - many of which are looking for over-provisioned or unused resources. For example, it's crazy how much you can save by doing things like just converting your EBS volumes to the newer gp3 type. Combine with Flowpipe [3] to automate checks and actions. It's all open source and extensible.
1 - https://github.com/turbot/steampipe
- FLaNK Weekly 08 Jan 2024
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Zero-ETL for Postgres: Live-query cloud APIs with 100 open source FDWs
Steampipe [1] is an open source project [2] that includes an embedded Postgres to instantly query cloud, code & more with SQL. This release expands our plugin ecosystem [3] to be a full Zero-ETL platform. Steampipe plugins can now run natively in your own Postgres as Foreign Data Wrappers [4], as SQLite extensions [5] or as simple data export tools [6]. Please give it a try, we'd love your feedback and contributions!
1 - https://steampipe.io
What are some alternatives?
jupysql - Better SQL in Jupyter. 📊
cloudquery - The open source high performance ELT framework powered by Apache Arrow
ducker
cloud-custodian - Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources
Blazer - Business intelligence made simple
metriql - The metrics layer for your data. Join us at https://metriql.com/slack
octosql - OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
inspec-aws - InSpec AWS Resource Pack https://www.inspec.io/
hanakotoba - Exploring 花言葉 in Japanese and other literary corpora
steampipe-mod-github-sherlock - Interrogate your GitHub resources with the help of the world's greatest detectives: Powerpipe + Steampipe + Sherlock.
embedded-postgres-binaries - Lightweight bundles of PostgreSQL binaries with reduced size intended for testing purposes.
dockertest - Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work.