jonahgao commented on code in PR #13335: URL: https://github.com/apache/datafusion/pull/13335#discussion_r1841468603
########## docs/source/user-guide/concepts-readings-events.md: ########## @@ -0,0 +1,140 @@ +<!--- + Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. +--> + +# Concepts, Readings, Events + +## 🧭 Background Concepts + +- **2024-06-13**: [2024 ACM SIGMOD International Conference on Management of Data: Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine](https://dl.acm.org/doi/10.1145/3626246.3653368) [Download](http://andrew.nerdnetworks.org/other/SIGMOD-2024-lamb.pdf) [Talk](https://youtu.be/-DpKcPfnNms) [Slides](https://docs.google.com/presentation/d/1gqcxSNLGVwaqN0_yJtCbNm19-w5pqPuktII5_EDA6_k/edit#slide=id.p), [Recording](https://youtu.be/-DpKcPfnNms) + +- **2024-06-07**: [Video: SIGMOD 2024 Practice: Apache Arrow DataFusion A Fast, Embeddable, Modular Analytic Query Engine](https://www.youtube.com/watch?v=-DpKcPfnNms&t=5s) + +- **2023-04-05**: [Video: DataFusion Architecture Part 3: Physical Plan and Execution](https://youtu.be/2jkWU3_w6z0) [Slides](https://docs.google.com/presentation/d/1cA2WQJ2qg6tx6y4Wf8FH2WVSm9JQ5UgmBWATHdik0hg) + +- **2023-04-04**: [Video: DataFusion Architecture Part 2: Logical Plans and Expressions](https://youtu.be/EzZTLiSJnhY) [Slides](https://docs.google.com/presentation/d/1ypylM3-w60kVDW7Q6S99AHzvlBgciTdjsAfqNP85K30) +- **2023-03-31**: [Video: DataFusion Architecture Part 1: Query Engines](https://youtu.be/NVKujPxwSBA) [Slides](https://docs.google.com/presentation/d/1D3GDVas-8y0sA4c8EOgdCvEjVND4s2E7I6zfs67Y4j8) + +- **2020-02-27**: [Online Book: How Query Engines Work](https://andygrove.io/2020/02/how-query-engines-work/) + +## ✨ Good Reads + +This is a list of DataFusion related blog posts, articles, and other resources. Please open a PR to add any new resources you create or find + +- **0204-09-13** [Blog: Using StringView / German Style Strings to make Queries Faster: Part 2 - String Operations](https://www.influxdata.com/blog/faster-queries-with-stringview-part-two-influxdb/) [Reposted on DataFusion Blog](https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/) + +- **0204-09-13** [Blog: Using StringView / German Style Strings to Make Queries Faster: Part 1- Reading Parquet](https://www.influxdata.com/blog/faster-queries-with-stringview-part-one-influxdb/) [Reposted on Datafusion Blog](https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/) + +- **2024-10-16** [Blog: Candle Image Segmentation](https://www.letsql.com/posts/candle-image-segmentation/) + +- **2024-09-23 → 2024-12-02** [Carnegie Mellon University: Database Building Blocks Seminar Series - Fall 2024](https://db.cs.cmu.edu/seminar2024/) + + - **2024-11-04** [Video: Synnada: Towards “Unified” Compute Engines: Opportunities and Challenges (Mehmet Ozan Kabak)](https://www.youtube.com/watch?v=z38WY9uZtt4) + - **2024-10-28** [Video: Exon: A Built for Purpose Bioinformatics Database (Trent Hauck)](https://www.youtube.com/watch?v=fltZMO8EGl0&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=6) + - **2024-10-21** [Video: Accelerating Data and AI with Spice.ai Open-Source Software (Luke Kim)](https://www.youtube.com/watch?v=tyM-ec1lKfU&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=5) + - **2024-10-07** [Video: ParadeDB – Postgres for Search and Analytics (Philippe Noël)](https://www.youtube.com/watch?v=Vxb8TELNM98&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=4) + - **2024-09-30** [Video: Accelerating Apache Spark Workloads with Apache DataFusion Comet (Andy Grove)](https://www.youtube.com/watch?v=o59s0d3HE1k&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=3) + - **2024-09-23** [Video: Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine (Andrew Lamb)](https://www.youtube.com/watch?v=iJhRbDFJjbg&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=2) + +- **2024-09-17** [Video: Profiling Apache DataFusion using flamegraph](https://www.youtube.com/watch?v=2z11xtYw_xs) + +- **2024-08-25** [Blog: Pydantic/logfire: We're changing database](https://github.com/pydantic/logfire/issues/408) + +- **2024-08-15** [Blog: Faster DataFusion with StringView - Xiangpeng Hao (Aug 15, 2024)](https://www.youtube.com/watch?v=RVLshX6fbds) + +- **2024-08-14** [Blog: DataFusion @ UWheel](https://uwheel.rs/post/datafusion_uwheel/) + +- **2024-06-17** [Blog: Columnar File Readers In-Depth: APIs and Fusion](https://blog.lancedb.com/columnar-file-readers-in-depth-apis-and-fusion/) + +- **2024-06-14** [2024 Simplicity in Management of Data (SiMOD): DataFusion: The Case for Building Open Data Systems (Keynote)](https://sfu-dis.github.io/simod/)[Slides](https://docs.google.com/presentation/d/1K3EdknzkqU2LhWi_eNKXdcvNk0OEvk9AqTLqhZkPxuI/edit) + +- **2024-05-29** [Blog: Query Push Down in Cube's Semantic Layer](https://cube.dev/blog/query-push-down-in-cubes-semantic-layer) + +- **2024-06-26** [Microsoft Gray Systems Lab: Building InfluxDB 3.0 (and other systems)](https://www.microsoft.com/en-us/research/group/gray-systems-lab) [Slides](https://docs.google.com/presentation/d/1a4wHZij_69drdmD32TPombQ9zSaE6l26LZ87DAz2New/edit#slide=id.p) + +- **2024-03-26** [DataCouncil 2024: Building InfluxDB 3.0 with Apache Arrow, DataFusion, Flight, and Parquet](https://www.datacouncil.ai/talks24/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet?hsLang=en) [Slides](https://docs.google.com/presentation/d/12kdYHLyH79B5__9xs3de_hZyG9geW4jC3vUpiy39VA0) | [Recording](https://www.youtube.com/watch?v=I-Z7kFGsYRI) + +- **2024-03-20** [Video: Profiling DataFusion with Instruments (part of XCode on Mac OSx)](https://www.youtube.com/watch?v=P3dXH61Kr5U) + +- **2024-03-18** [Blog: Making Recent Value Queries Hundreds of Times Faster](https://www.influxdata.com/blog/making-recent-value-queries-hundreds-times-faster/) + +- **2023-10-25** [Blog: Flight, DataFusion, Arrow, and Parquet: Using the FDAP Architecture to build InfluxDB 3.0](https://www.influxdata.com/blog/flight-datafusion-arrow-parquet-fdap-architecture-influxdb/) + +- **2023-09-26** [Blog: 100x Faster Ingest with DataFusion + Better Connectivity with FlightSQL](https://www.kamu.dev/blog/2023-09-datafusion-flightsql/) + +- **2023-08-15** [Blog: Running Window Query in Stream Processing](https://www.synnada.ai/blog/running-window-query-in-stream-processing) + +- **2023-08-05** [Blog: Aggregating Millions of Groups Fast in Apache Arrow DataFusion](https://www.influxdata.com/blog/aggregating-millions-groups-fast-apache-arrow-datafusion/) | [DataFusion Blog](https://arrow.apache.org/blog/2023/08/05/datafusion_fast_grouping/) + +- **2023-07-28** [Blog: Sliding Window Hash Join (SWHJ)](https://www.synnada.ai/blog/sliding-window-hash-join-swhj) + +- **2023-07-13** [Blog: Probabilistic Data Structures in Streaming: Count-Min Sketch](https://www.synnada.ai/blog/probabilistic-data-structures-in-streaming-count-min-sketch) + +- **2023-05-25** [Video: D3L2: Discussing Rust, Ballista, Ray SQL, Data Fusion with Andy Grove](https://www.youtube.com/watch?v=NEL6DluUxgw) + +- **2023-02-20** [Blog: General Purpose Stream Joins via Pruning Symmetric Hash Joins](https://www.synnada.ai/blog/general-purpose-stream-joins-via-pruning-symmetric-hash-joins) + +- **2023-09-27** [Slides: MIT Database Group: Implementing InfluxDB IOx](https://docs.google.com/presentation/d/1_JXxapY2jksCOm5hePK8FIjO3buDzsrBBy0jUEpJR4A) + +- **2023-06-02** [Dutch Seminar on Database System Design: Implementing InfluxDB IOx](https://dsdsd.da.cwi.nl/past_talks/post_talks/Andrew-Lamb/) [Slides](https://docs.google.com/presentation/d/1XTsO2zsHkgBCF6C0YVwk0BnhZzLBrm39oeapOBb-s9A) | [Recording](https://youtu.be/Y5K2Ik2oo-8) + +- **2023-02-15** [Slides: Invited Talk at Optum Labs: Building a New Time Series Database](https://docs.google.com/presentation/d/1SzqgTtSKVqpuFUDdOHhRNC3mLmJ7oyVp0OyrYwHvgPA) + +- **2023-01-01** [Blog: What I Want from DataFusion 2023](https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/) + +- **2022-12-07** [Blog: Querying Parquet with Millisecond Latency](https://www.influxdata.com/blog/querying-parquet-millisecond-latency/) + +- **2022-06-27** [DataBricks Data+AI Summit: DataFusion and Arrow](https://www.databricks.com/dataaisummit/session/datafusion-and-arrow-supercharge-your-data-analytical-tool-rusty-query-engine) [Slides](https://docs.google.com/presentation/d/1wLORMn23RD_sQ84W2w51s-Xysly5S8F5mGXzaeJ4QWY) | [Recording](https://www.databricks.com/dataaisummit/session/datafusion-and-arrow-supercharge-your-data-analytical-tool-rusty-query-engine) + +- **2022-05-23** [Video: Slides The Data Thread 2022: Apache Arrow and DataFusion](https://www.youtube.com/watch?v=rb61lVH2vYc)[Slides](https://docs.google.com/presentation/d/1Tkjfup5z_nsrBWIO7dXscEzC5toTQCXj0IsZeO3endc) + +- **2021-03-10** [Video: InfluxData Tech Talk: Query Engine Design and Rust-Based DataFusion in Apache Arrow](https://www.youtube.com/watch?v=K6eCAVEk4kU)[Slides](https://www.slideshare.net/influxdata/influxdb-iox-tech-talks-query-engine-design-and-the-rustbased-datafusion-in-apache-arrow-244161934) + +## 📅 Release Notes & Updates + +- **2024-08-24** [Apache DataFusion Python 40.1.0 Released, Significant usability updates](https://datafusion.apache.org/blog/2024/08/20/python-datafusion-40.0.0/) + +- **2024-07-24** [DataFusion 40.0.0 Release](https://datafusion.apache.org/blog/2024/07/24/datafusion-40.0.0/) + +- **2024-01-19** [DataFusion 34.0.0 Release](https://datafusion.apache.org/blog/2024/01/19/datafusion-34.0.0/) + +- **2023-06-24** [DataFusion 25.0.0 Release](https://arrow.apache.org/blog/2023/06/24/datafusion-25.0.0/) + +- **2023-01-19** [DataFusion 16.0.0 Release](https://arrow.apache.org/blog/2023/01/19/datafusion-16.0.0/) + +- **2022-10-25** [DataFusion 13.0.0 Release](https://arrow.apache.org/blog/2022/10/25/datafusion-13.0.0/) + +- **2022-05-16** [DataFusion 8.0.0 Release](https://arrow.apache.org/blog/2022/05/16/datafusion-8.0.0/) + +- **2022-02-28** [DataFusion 7.0.0 Release](https://arrow.apache.org/blog/2022/02/28/datafusion-7.0.0/) + +- **2021-11-19** [DataFusion 6.0.0 Release](https://arrow.apache.org/blog/2021/11/19/datafusion-6.0.0/) + +- **2021-08-18** [DataFusion 5.0.0 Release](https://arrow.apache.org/blog/2021/08/18/datafusion-5.0.0/) + +- **2019-09-22** [DataFusion 0.15.0 Release Notes](https://andygrove.io/2019/09/datafusion-0.15.0-release-notes/) + +# 🌎 Community Events + +- **2025-01-15** (Upcoming) [Boston Apache DataFusion Meetup](https://github.com/apache/datafusion/discussions/13165) +- **2024-12-18** (Upcoming) [Chicago Apache DataFusion Meetup](https://lu.ma/eq5myc5i) +- **2024-09-27** [Belgrade Apache DataFusion Meetup](https://lu.ma/tmwuz4lg), [recap](https://github.com/apache/datafusion/discussions/11431#discussioncomment-10832070), [slides](https://github.com/apache/datafusion/discussions/11431#discussioncomment-10826169), [recordings](https://www.youtube.com/watch?v=4huEsFFv6bQ&list=PLrhIfEjaw9ilQEczOQlHyMznabtVRptyX) +- **2024-06-26** [New York City Apache DataFusion Meetup](https://lu.ma/2iwba0xm). [slides](https://docs.google.com/presentation/d/1dOLPAFPEMLhLv4NN6O9QSDIyyeiIySqAjky5cVgdWAE/edit#slide=id.g26bebde4fcc_3_7) +- **2024-06-25** [San Francisco Bay Area Apache DataFusion Meetup](https://lu.ma/6bphole2). [slides](https://docs.google.com/presentation/d/1Oz2yGllrWBkNGyiRMLr8qXTt4vmvtJWuI_weGThaZak/edit#slide=id.g26bebde4fcc_3_7) +- **2024-03-27** [Austin Apache DataFusion Meetup](https://github.com/apache/datafusion/discussions/8522). [slides](https://docs.google.com/presentation/d/1S51TK8waxHEJaxi_-uiSMrgQZ09m_hfaasPk5X5ExEY), [recording](https://www.youtube.com/watch?v=q1N3pH3tFw8) +- **2024-03-26** [Seattle Apache DataFusion Meetup]( Review Comment: This event seems incomplete and lacks links. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
