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<!--- | ||
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. | ||
--> | ||
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# Content Library | ||
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## 🧭Foundational Content | ||
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- **2024-06-13**: 2024 ACM SIGMOD International Conference on Management of Data: Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine [Paper](https://dl.acm.org/doi/10.1145/3626246.3653368) [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), [Paper](https://dl.acm.org/doi/10.1145/3626246.3653368) | ||
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- **2024-06-07**: SIGMOD 2024 Practice: Apache Arrow DataFusion A Fast, Embeddable, Modular Analytic Query Engine [YouTube Video](https://www.youtube.com/watch?v=-DpKcPfnNms&t=5s) | ||
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- **2023-04-05**: Apache Arrow DataFusion Architecture Part 3: Physical Plan and Execution [Slides](https://docs.google.com/presentation/d/1cA2WQJ2qg6tx6y4Wf8FH2WVSm9JQ5UgmBWATHdik0hg), [YouTube Video](https://youtu.be/2jkWU3_w6z0) | ||
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- **2023-04-04**: Apache Arrow DataFusion Architecture Part 2: Logical Plans and Expressions [Slides](https://docs.google.com/presentation/d/1ypylM3-w60kVDW7Q6S99AHzvlBgciTdjsAfqNP85K30), [YouTube Video](https://youtu.be/EzZTLiSJnhY) | ||
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- **2023-03-31**: Apache Arrow DataFusion Architecture Part 1: Query Engines [Slides](https://docs.google.com/presentation/d/1D3GDVas-8y0sA4c8EOgdCvEjVND4s2E7I6zfs67Y4j8), [YouTube Videoß](https://youtu.be/NVKujPxwSBA) | ||
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- **2020-02-27**: How Query Engines Work [Online Book](https://andygrove.io/2020/02/how-query-engines-work/) | ||
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## ✨ Good Reads | ||
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- **2024-10-16** | ||
[Candle Image Segmentation](https://www.letsql.com/posts/candle-image-segmentation/) | ||
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- **2024-09-23 → 2024-12-02** | ||
[Carnegie Mellon University: Database Building Blocks Seminar Series - Fall 2024](https://db.cs.cmu.edu/seminar2024/) | ||
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- **2024-10-28** | ||
[Video](https://www.youtube.com/watch?v=fltZMO8EGl0&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=6) | ||
- **2024-10-21** | ||
[Video](https://www.youtube.com/watch?v=tyM-ec1lKfU&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=5) | ||
- **2024-10-07** | ||
[Video](https://www.youtube.com/watch?v=Vxb8TELNM98&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=4) | ||
- **2024-09-23** | ||
[Video](https://www.youtube.com/watch?v=iJhRbDFJjbg&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=2) | ||
- **2024-09-30** | ||
[Video](https://www.youtube.com/watch?v=o59s0d3HE1k&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=3) | ||
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- **2024-09-17** | ||
[Video](https://www.youtube.com/watch?v=2z11xtYw_xs) | ||
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- **2024-08-25** | ||
[Pydantic/logfire: We're changing database](https://github.com/pydantic/logfire/issues/408) | ||
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- **2024-08-15** | ||
[Video](https://www.youtube.com/watch?v=RVLshX6fbds) | ||
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- **2024-08-14** | ||
[DataFusion @ UWheel](https://uwheel.rs/post/datafusion_uwheel/) | ||
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- **2024-06-17** | ||
[Columnar File Readers In-Depth: APIs and Fusion](https://blog.lancedb.com/columnar-file-readers-in-depth-apis-and-fusion/) | ||
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- **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) | ||
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- **2024-05-29** | ||
[Query Push Down in Cube's Semantic Layer](https://cube.dev/blog/query-push-down-in-cubes-semantic-layer) | ||
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- **2024-03-26 → 2024-06-26** | ||
Building InfluxDB 3.0 (and other systems) without starting from "scratch" with Apache DataFusion | ||
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- **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) | ||
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- **2024-03-20** | ||
[Video](https://www.youtube.com/watch?v=P3dXH61Kr5U) | ||
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- **2024-03-18** | ||
[Making Recent Value Queries Hundreds of Times Faster](https://www.influxdata.com/blog/making-recent-value-queries-hundreds-times-faster/) | ||
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- **2023-10-25** | ||
[Flight DataFusion Arrow Parquet (FDAP) Architecture InfluxDB](https://www.influxdata.com/blog/flight-datafusion-arrow-parquet-fdap-architecture-influxdb/) | ||
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- **2023-09-26** | ||
[DataFusion FlightSQL](https://www.kamu.dev/blog/2023-09-datafusion-flightsql/) | ||
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- **2023-08-15** | ||
[Running Window Query in Stream Processing](https://www.synnada.ai/blog/running-window-query-in-stream-processing) | ||
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- **2023-08-05** | ||
InfluxData: Aggregating Millions of Groups Fast in Apache Arrow DataFusion. | ||
[InfluxData](https://www.influxdata.com/blog/aggregating-millions-groups-fast-apache-arrow-datafusion/) | [DataFusion](https://arrow.apache.org/blog/2023/08/05/datafusion_fast_grouping/) | ||
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- **2023-07-28** | ||
[Sliding Window Hash Join (SWHJ)](https://www.synnada.ai/blog/sliding-window-hash-join-swhj) | ||
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- **2023-07-13** | ||
[Probabilistic Data Structures in Streaming: Count-Min Sketch](https://www.synnada.ai/blog/probabilistic-data-structures-in-streaming-count-min-sketch) | ||
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- **2023-05-25** | ||
[Video](https://www.youtube.com/watch?v=NEL6DluUxgw) | ||
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- **2023-02-20** | ||
[General Purpose Stream Joins via Pruning Symmetric Hash Joins](https://www.synnada.ai/blog/general-purpose-stream-joins-via-pruning-symmetric-hash-joins) | ||
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- **2023-02-15 → 2023-09-27** | ||
Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust | ||
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- **2023-09-27** | ||
[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** | ||
[Invited Talk at Optum Labs: Building a New Time Series Database](https://docs.google.com/presentation/d/1SzqgTtSKVqpuFUDdOHhRNC3mLmJ7oyVp0OyrYwHvgPA) | ||
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- **2023-01-01** | ||
[What I Want from DataFusion 2023](https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/) | ||
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- **2022-12-07** | ||
[Querying Parquet with Millisecond Latency](https://www.influxdata.com/blog/querying-parquet-millisecond-latency/) | ||
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- **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) | ||
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- **2022-05-23** | ||
[The Data Thread 2022: Apache Arrow and DataFusion](https://docs.google.com/presentation/d/1Tkjfup5z_nsrBWIO7dXscEzC5toTQCXj0IsZeO3endc) | ||
[Recording](https://www.youtube.com/watch?v=rb61lVH2vYc) | ||
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- **2021-03-10** | ||
[InfluxData Tech Talk: Query Engine Design and Rust-Based DataFusion in Apache Arrow](https://www.slideshare.net/influxdata/influxdb-iox-tech-talks-query-engine-design-and-the-rustbased-datafusion-in-apache-arrow-244161934) | ||
[Recording](https://www.youtube.com/watch?v=K6eCAVEk4kU) | ||
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## 📅 Release Notes & Updates | ||
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- **2024-07-24** | ||
[DataFusion 40.0.0 Release](https://datafusion.apache.org/blog/2024/07/24/datafusion-40.0.0/) | ||
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- **2024-01-19** | ||
[DataFusion 34.0.0 Release](https://datafusion.apache.org/blog/2024/01/19/datafusion-34.0.0/) | ||
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- **2023-06-24** | ||
[DataFusion 25.0.0 Release](https://arrow.apache.org/blog/2023/06/24/datafusion-25.0.0/) | ||
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- **2023-01-19** | ||
[DataFusion 16.0.0 Release](https://arrow.apache.org/blog/2023/01/19/datafusion-16.0.0/) | ||
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- **2023-01-01** | ||
[What I Want from DataFusion 2023](https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/) | ||
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- **2022-10-25** | ||
[DataFusion 13.0.0 Release](https://arrow.apache.org/blog/2022/10/25/datafusion-13.0.0/) | ||
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- **2022-05-16** | ||
[DataFusion 8.0.0 Release](https://arrow.apache.org/blog/2022/05/16/datafusion-8.0.0/) | ||
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- **2022-02-28** | ||
[DataFusion 7.0.0 Release](https://arrow.apache.org/blog/2022/02/28/datafusion-7.0.0/) | ||
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- **2021-11-19** | ||
[DataFusion 6.0.0 Release](https://arrow.apache.org/blog/2021/11/19/datafusion-6.0.0/) | ||
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- **2021-08-18** | ||
[DataFusion 5.0.0 Release](https://arrow.apache.org/blog/2021/08/18/datafusion-5.0.0/) | ||
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- **2019-09-22** | ||
[DataFusion 0.15.0 Release Notes](https://andygrove.io/2019/09/datafusion-0.15.0-release-notes/) | ||
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# 🌎 Community Events | ||
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- **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]( |