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Thu, 27 Mar 2025 12:40:53 -0700 

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     new b9e97f659b Publish built docs triggered by 
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commit b9e97f659b6981645ed472fcff13872607613332
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Thu Mar 27 19:40:37 2025 +0000

    Publish built docs triggered by 67d0dabdca2d75c34bece68aa0e218551a350c48
---
 .../user-guide/concepts-readings-events.md.txt     | 67 ++++++++++++----------
 searchindex.js                                     |  2 +-
 user-guide/concepts-readings-events.html           | 61 +++++++++++---------
 3 files changed, 72 insertions(+), 58 deletions(-)

diff --git a/_sources/user-guide/concepts-readings-events.md.txt 
b/_sources/user-guide/concepts-readings-events.md.txt
index 8a7daca470..fef677dd3a 100644
--- a/_sources/user-guide/concepts-readings-events.md.txt
+++ b/_sources/user-guide/concepts-readings-events.md.txt
@@ -21,15 +21,15 @@
 
 ## 🧭 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)
+- **2024-06-13**: [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)
+- **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) - 
[Slides](https://docs.google.com/presentation/d/1gqcxSNLGVwaqN0_yJtCbNm19-w5pqPuktII5_EDA6_k/edit#slide=id.p)
 
-- **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)
+- **2023-04-05**: [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)
+- **2023-04-04**: [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)
+- **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/)
 
@@ -37,29 +37,37 @@
 
 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
 
+- **2025-02-12** [Video: Alex Kesling on Apache Arrow DataFusion - Papers We 
Love NYC ](https://www.youtube.com/watch?v=6A4vFRpSq3k)
+
+- **2025-01-30** [Video: Data & Drinks: Building Next-Gen Data Systems with 
Apache DataFusion](https://www.youtube.com/watch?v=GruBeVDoWq4)
+
 - **2024-11-22** [Blog: Apache Datafusion Comet and the story of my first 
contribution to 
it](https://semyonsinchenko.github.io/ssinchenko/post/comet-first-contribution/)
 
 - **2024-11-21** [Blog: DataFusion is featured as one of the coolest 10 open 
source software tools by 
CRN](https://www.crn.com/news/software/2024/the-10-coolest-open-source-software-tools-of-2024?page=3)
 
-- **2024-11-20** [Apache DataFusion Comet 0.4.0 
Release](https://datafusion.apache.org/blog/2024/11/20/datafusion-comet-0.4.0/)
+- **2024-11-20** [Blog: Apache DataFusion Comet 0.4.0 
Release](https://datafusion.apache.org/blog/2024/11/20/datafusion-comet-0.4.0/)
 
 - **2024-11-19** [Blog: Comparing approaches to User Defined Functions in 
Apache DataFusion using 
Python](https://datafusion.apache.org/blog/2024/11/19/datafusion-python-udf-comparisons/)
 
 - **2024-11-18** [Blog: Apache DataFusion is now the fastest single node 
engine for querying Apache Parquet 
files](https://datafusion.apache.org/blog/2024/11/18/datafusion-fastest-single-node-parquet-clickbench/)
 
-- **2024-11-18** [Building Databases over a 
Weekend](https://www.denormalized.io/blog/building-databases)
+- **2024-11-18** [Blog: Building Databases over a 
Weekend](https://www.denormalized.io/blog/building-databases)
+
+- **2024-10-29** [Video: MiDAS Seminar Fall 2024 on "Apache DataFusion" by 
Andrew Lamb](https://www.youtube.com/watch?v=CpnxuBwHbUc)
 
-- **2024-10-27** [Caching in DataFusion: Don't read 
twice](https://blog.haoxp.xyz/posts/caching-datafusion)
+- **2024-10-27** [Blog: Caching in DataFusion: Don't read 
twice](https://blog.haoxp.xyz/posts/caching-datafusion)
 
-- **2024-10-24** [Parquet pruning in DataFusion: Read no more than you 
need](https://blog.haoxp.xyz/posts/parquet-to-arrow/)
+- **2024-10-24** [Blog: Parquet pruning in DataFusion: Read no more than you 
need](https://blog.haoxp.xyz/posts/parquet-to-arrow/)
 
-- **2024-09-13** [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/)
+- **2024-09-13** [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/)
 
-- **2024-09-13** [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/)
+- **2024-09-13** [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/)
+- **2024-09-23 → 2024-12-02** [Talks: Carnegie Mellon University: Database 
Building Blocks Seminar Series - Fall 2024](https://db.cs.cmu.edu/seminar2024/)
+
+  - **2024-11-12** [Video: Building InfluxDB 3.0 with the FDAP Stack: Apache 
Flight, DataFusion, Arrow and Parquet (Paul 
Dix)](https://www.youtube.com/watch?v=AGS4GNGDK_4)
 
   - **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)
@@ -72,19 +80,21 @@ This is a list of DataFusion related blog posts, articles, 
and other resources.
 
 - **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)
+- **2024-08-15** [Video: 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)
+- **2024-06-14** [Talk: 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)
+- **2024-06-26** [Talk: 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)
+
+- **2024-04-06** [Video: 1 billion row challenge in Rust using Apache 
Arrow](https://www.youtube.com/watch?v=Bc55FBwuJLA)
 
-- **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)
+- **2024-03-26** [Talk: 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)
 
@@ -108,7 +118,7 @@ This is a list of DataFusion related blog posts, articles, 
and other resources.
 
 - **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)
+- **2023-06-02** [Talk: 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)
 
@@ -116,16 +126,14 @@ This is a list of DataFusion related blog posts, 
articles, and other resources.
 
 - **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)
+- **2022-06-27** [Talk: 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)
+- **2022-05-23** [Video: 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)
+- **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)
 
 ## đź“… Release Notes & Updates
 
-- **2025-03-24** [Apache DataFusion 46.0.0 
Release](https://datafusion.apache.org/blog/2025/03/24/datafusion-46.0.0/)
-
 - **2024-09-14** [Apache DataFusion Python 43.1.0 
Released](https://datafusion.apache.org/blog/2024/12/14/datafusion-python-43.1.0/)
 
 - **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/)
@@ -152,11 +160,12 @@ This is a list of DataFusion related blog posts, 
articles, and other resources.
 
 # 🌎 Community Events
 
-- **2025-01-23** [Amsterdam Apache DataFusion 
Meetup](https://github.com/apache/datafusion/discussions/12988)
-- **2025-01-15** [Boston Apache DataFusion 
Meetup](https://github.com/apache/datafusion/discussions/13165)
-- **2024-12-18** [Chicago Apache DataFusion Meetup](https://lu.ma/eq5myc5i)
+- **2025-01-23** [Amsterdam Apache DataFusion 
Meetup](https://github.com/apache/datafusion/discussions/12988) - 
[Slides](https://github.com/apache/datafusion/discussions/12988)
+- **2025-01-22** [Datadog Apache DataFusion Community 
Meeting](https://www.linkedin.com/posts/seshendranalla_apache-datafusion-community-meeting-2025-activity-7290384383201435648-8tqv)
 - [Recording](https://www.youtube.com/watch?v=ceTo2vUyRI0)
+- **2025-01-15** [Boston Apache DataFusion 
Meetup](https://github.com/apache/datafusion/discussions/13165) - 
[Slides](https://docs.google.com/presentation/d/1_zBLHdqxPlhWuNK2oCA2d_hCpb6HWgHbVJBseiUXA80)
+- **2024-12-18** [Chicago Apache DataFusion Meetup](https://lu.ma/eq5myc5i) - 
[Slides](https://github.com/apache/datafusion/discussions/12894), 
[Recording](https://www.youtube.com/playlist?list=PLrhIfEjaw9ilQEczOQlHyMznabtVRptyX)
 - **2024-10-14** [Seattle Apache DataFusion Meetup](https://lu.ma/tnwl866b)
-- **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)
+- **2024-09-27** [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),
 
[Recording](https://www.youtube.com/playlist?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),
 
[Recording](https://www.youtube.com/playlist?list=PLrhIfEjaw9ilQEczOQlHyMznabtVRptyX)
+- **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)
diff --git a/searchindex.js b/searchindex.js
index eaf7c83d3c..1ef5da33e6 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles":{"!=":[[52,"op-neq"]],"!~":[[52,"op-re-not-match"]],"!~*":[[52,"op-re-not-match-i"]],"!~~":[[52,"id19"]],"!~~*":[[52,"id20"]],"#":[[52,"op-bit-xor"]],"%":[[52,"op-modulo"]],"&":[[52,"op-bit-and"]],"(relation,
 name) tuples in logical fields and logical columns are 
unique":[[12,"relation-name-tuples-in-logical-fields-and-logical-columns-are-unique"]],"*":[[52,"op-multiply"]],"+":[[52,"op-plus"]],"-":[[52,"op-minus"]],"/":[[52,"op-divide"]],"2022
 Q2":[[10,"q2"]] [...]
\ No newline at end of file
+Search.setIndex({"alltitles":{"!=":[[52,"op-neq"]],"!~":[[52,"op-re-not-match"]],"!~*":[[52,"op-re-not-match-i"]],"!~~":[[52,"id19"]],"!~~*":[[52,"id20"]],"#":[[52,"op-bit-xor"]],"%":[[52,"op-modulo"]],"&":[[52,"op-bit-and"]],"(relation,
 name) tuples in logical fields and logical columns are 
unique":[[12,"relation-name-tuples-in-logical-fields-and-logical-columns-are-unique"]],"*":[[52,"op-multiply"]],"+":[[52,"op-plus"]],"-":[[52,"op-minus"]],"/":[[52,"op-divide"]],"2022
 Q2":[[10,"q2"]] [...]
\ No newline at end of file
diff --git a/user-guide/concepts-readings-events.html 
b/user-guide/concepts-readings-events.html
index 2a3559d518..78b0018b9c 100644
--- a/user-guide/concepts-readings-events.html
+++ b/user-guide/concepts-readings-events.html
@@ -600,11 +600,11 @@
 <section id="background-concepts">
 <h2>🧭 Background Concepts<a class="headerlink" href="#background-concepts" 
title="Link to this heading">¶</a></h2>
 <ul class="simple">
-<li><p><strong>2024-06-13</strong>: <a class="reference external" 
href="https://dl.acm.org/doi/10.1145/3626246.3653368";>2024 ACM SIGMOD 
International Conference on Management of Data: Apache Arrow DataFusion: A 
Fast, Embeddable, Modular Analytic Query Engine</a> <a class="reference 
external" 
href="http://andrew.nerdnetworks.org/other/SIGMOD-2024-lamb.pdf";>Download</a> 
<a class="reference external" href="https://youtu.be/-DpKcPfnNms";>Talk</a> <a 
class="reference external" href="https://do [...]
-<li><p><strong>2024-06-07</strong>: <a class="reference external" 
href="https://www.youtube.com/watch?v=-DpKcPfnNms&amp;amp;t=5s";>Video: SIGMOD 
2024 Practice: Apache Arrow DataFusion A Fast, Embeddable, Modular Analytic 
Query Engine</a></p></li>
-<li><p><strong>2023-04-05</strong>: <a class="reference external" 
href="https://youtu.be/2jkWU3_w6z0";>Video: DataFusion Architecture Part 3: 
Physical Plan and Execution</a> <a class="reference external" 
href="https://docs.google.com/presentation/d/1cA2WQJ2qg6tx6y4Wf8FH2WVSm9JQ5UgmBWATHdik0hg";>Slides</a></p></li>
-<li><p><strong>2023-04-04</strong>: <a class="reference external" 
href="https://youtu.be/EzZTLiSJnhY";>Video: DataFusion Architecture Part 2: 
Logical Plans and Expressions</a> <a class="reference external" 
href="https://docs.google.com/presentation/d/1ypylM3-w60kVDW7Q6S99AHzvlBgciTdjsAfqNP85K30";>Slides</a></p></li>
-<li><p><strong>2023-03-31</strong>: <a class="reference external" 
href="https://youtu.be/NVKujPxwSBA";>Video: DataFusion Architecture Part 1: 
Query Engines</a> <a class="reference external" 
href="https://docs.google.com/presentation/d/1D3GDVas-8y0sA4c8EOgdCvEjVND4s2E7I6zfs67Y4j8";>Slides</a></p></li>
+<li><p><strong>2024-06-13</strong>: <a class="reference external" 
href="https://dl.acm.org/doi/10.1145/3626246.3653368";>2024 ACM SIGMOD 
International Conference on Management of Data: Apache Arrow DataFusion: A 
Fast, Embeddable, Modular Analytic Query Engine</a> - <a class="reference 
external" 
href="http://andrew.nerdnetworks.org/other/SIGMOD-2024-lamb.pdf";>Download</a>, 
<a class="reference external" href="https://youtu.be/-DpKcPfnNms";>Talk</a>, <a 
class="reference external" href="https: [...]
+<li><p><strong>2024-06-07</strong>: <a class="reference external" 
href="https://www.youtube.com/watch?v=-DpKcPfnNms&amp;amp;t=5s";>Video: SIGMOD 
2024 Practice: Apache Arrow DataFusion A Fast, Embeddable, Modular Analytic 
Query Engine</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1gqcxSNLGVwaqN0_yJtCbNm19-w5pqPuktII5_EDA6_k/edit#slide=id.p";>Slides</a></p></li>
+<li><p><strong>2023-04-05</strong>: <a class="reference external" 
href="https://youtu.be/2jkWU3_w6z0";>Video: DataFusion Architecture Part 3: 
Physical Plan and Execution</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1cA2WQJ2qg6tx6y4Wf8FH2WVSm9JQ5UgmBWATHdik0hg";>Slides</a></p></li>
+<li><p><strong>2023-04-04</strong>: <a class="reference external" 
href="https://youtu.be/EzZTLiSJnhY";>Video: DataFusion Architecture Part 2: 
Logical Plans and Expressions</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1ypylM3-w60kVDW7Q6S99AHzvlBgciTdjsAfqNP85K30";>Slides</a></p></li>
+<li><p><strong>2023-03-31</strong>: <a class="reference external" 
href="https://youtu.be/NVKujPxwSBA";>Video: DataFusion Architecture Part 1: 
Query Engines</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1D3GDVas-8y0sA4c8EOgdCvEjVND4s2E7I6zfs67Y4j8";>Slides</a></p></li>
 <li><p><strong>2020-02-27</strong>: <a class="reference external" 
href="https://andygrove.io/2020/02/how-query-engines-work/";>Online Book: How 
Query Engines Work</a></p></li>
 </ul>
 </section>
@@ -612,19 +612,23 @@
 <h2>✨ Good Reads<a class="headerlink" href="#good-reads" title="Link to this 
heading">¶</a></h2>
 <p>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</p>
 <ul class="simple">
+<li><p><strong>2025-02-12</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=6A4vFRpSq3k";>Video: Alex Kesling on 
Apache Arrow DataFusion - Papers We Love NYC </a></p></li>
+<li><p><strong>2025-01-30</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=GruBeVDoWq4";>Video: Data &amp; Drinks: 
Building Next-Gen Data Systems with Apache DataFusion</a></p></li>
 <li><p><strong>2024-11-22</strong> <a class="reference external" 
href="https://semyonsinchenko.github.io/ssinchenko/post/comet-first-contribution/";>Blog:
 Apache Datafusion Comet and the story of my first contribution to 
it</a></p></li>
 <li><p><strong>2024-11-21</strong> <a class="reference external" 
href="https://www.crn.com/news/software/2024/the-10-coolest-open-source-software-tools-of-2024?page=3";>Blog:
 DataFusion is featured as one of the coolest 10 open source software tools by 
CRN</a></p></li>
-<li><p><strong>2024-11-20</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/11/20/datafusion-comet-0.4.0/";>Apache
 DataFusion Comet 0.4.0 Release</a></p></li>
+<li><p><strong>2024-11-20</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/11/20/datafusion-comet-0.4.0/";>Blog:
 Apache DataFusion Comet 0.4.0 Release</a></p></li>
 <li><p><strong>2024-11-19</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/11/19/datafusion-python-udf-comparisons/";>Blog:
 Comparing approaches to User Defined Functions in Apache DataFusion using 
Python</a></p></li>
 <li><p><strong>2024-11-18</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/11/18/datafusion-fastest-single-node-parquet-clickbench/";>Blog:
 Apache DataFusion is now the fastest single node engine for querying Apache 
Parquet files</a></p></li>
-<li><p><strong>2024-11-18</strong> <a class="reference external" 
href="https://www.denormalized.io/blog/building-databases";>Building Databases 
over a Weekend</a></p></li>
-<li><p><strong>2024-10-27</strong> <a class="reference external" 
href="https://blog.haoxp.xyz/posts/caching-datafusion";>Caching in DataFusion: 
Don’t read twice</a></p></li>
-<li><p><strong>2024-10-24</strong> <a class="reference external" 
href="https://blog.haoxp.xyz/posts/parquet-to-arrow/";>Parquet pruning in 
DataFusion: Read no more than you need</a></p></li>
-<li><p><strong>2024-09-13</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/faster-queries-with-stringview-part-two-influxdb/";>Blog:
 Using StringView / German Style Strings to make Queries Faster: Part 2 - 
String Operations</a> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/";>Reposted
 on DataFusion Blog</a></p></li>
-<li><p><strong>2024-09-13</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/faster-queries-with-stringview-part-one-influxdb/";>Blog:
 Using StringView / German Style Strings to Make Queries Faster: Part 1- 
Reading Parquet</a> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/";>Reposted
 on Datafusion Blog</a></p></li>
+<li><p><strong>2024-11-18</strong> <a class="reference external" 
href="https://www.denormalized.io/blog/building-databases";>Blog: Building 
Databases over a Weekend</a></p></li>
+<li><p><strong>2024-10-29</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=CpnxuBwHbUc";>Video: MiDAS Seminar Fall 
2024 on “Apache DataFusion” by Andrew Lamb</a></p></li>
+<li><p><strong>2024-10-27</strong> <a class="reference external" 
href="https://blog.haoxp.xyz/posts/caching-datafusion";>Blog: Caching in 
DataFusion: Don’t read twice</a></p></li>
+<li><p><strong>2024-10-24</strong> <a class="reference external" 
href="https://blog.haoxp.xyz/posts/parquet-to-arrow/";>Blog: Parquet pruning in 
DataFusion: Read no more than you need</a></p></li>
+<li><p><strong>2024-09-13</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/faster-queries-with-stringview-part-two-influxdb/";>Blog:
 Using StringView / German Style Strings to make Queries Faster: Part 2 - 
String Operations</a> | <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/";>Reposted
 on DataFusion Blog</a></p></li>
+<li><p><strong>2024-09-13</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/faster-queries-with-stringview-part-one-influxdb/";>Blog:
 Using StringView / German Style Strings to Make Queries Faster: Part 1- 
Reading Parquet</a> | <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/";>Reposted
 on Datafusion Blog</a></p></li>
 <li><p><strong>2024-10-16</strong> <a class="reference external" 
href="https://www.letsql.com/posts/candle-image-segmentation/";>Blog: Candle 
Image Segmentation</a></p></li>
-<li><p><strong>2024-09-23 → 2024-12-02</strong> <a class="reference external" 
href="https://db.cs.cmu.edu/seminar2024/";>Carnegie Mellon University: Database 
Building Blocks Seminar Series - Fall 2024</a></p>
+<li><p><strong>2024-09-23 → 2024-12-02</strong> <a class="reference external" 
href="https://db.cs.cmu.edu/seminar2024/";>Talks: Carnegie Mellon University: 
Database Building Blocks Seminar Series - Fall 2024</a></p>
 <ul>
+<li><p><strong>2024-11-12</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=AGS4GNGDK_4";>Video: Building InfluxDB 3.0 
with the FDAP Stack: Apache Flight, DataFusion, Arrow and Parquet (Paul 
Dix)</a></p></li>
 <li><p><strong>2024-11-04</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=z38WY9uZtt4";>Video: Synnada: Towards 
“Unified” Compute Engines: Opportunities and Challenges (Mehmet Ozan 
Kabak)</a></p></li>
 <li><p><strong>2024-10-28</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=fltZMO8EGl0&amp;amp;list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&amp;amp;index=6";>Video:
 Exon: A Built for Purpose Bioinformatics Database (Trent Hauck)</a></p></li>
 <li><p><strong>2024-10-21</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=tyM-ec1lKfU&amp;amp;list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&amp;amp;index=5";>Video:
 Accelerating Data and AI with Spice.ai Open-Source Software (Luke 
Kim)</a></p></li>
@@ -635,13 +639,14 @@
 </li>
 <li><p><strong>2024-09-17</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=2z11xtYw_xs";>Video: Profiling Apache 
DataFusion using flamegraph</a></p></li>
 <li><p><strong>2024-08-25</strong> <a class="reference external" 
href="https://github.com/pydantic/logfire/issues/408";>Blog: Pydantic/logfire: 
We’re changing database</a></p></li>
-<li><p><strong>2024-08-15</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=RVLshX6fbds";>Blog: Faster DataFusion with 
StringView - Xiangpeng Hao (Aug 15, 2024)</a></p></li>
+<li><p><strong>2024-08-15</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=RVLshX6fbds";>Video: Faster DataFusion 
with StringView - Xiangpeng Hao (Aug 15, 2024)</a></p></li>
 <li><p><strong>2024-08-14</strong> <a class="reference external" 
href="https://uwheel.rs/post/datafusion_uwheel/";>Blog: DataFusion &#64; 
UWheel</a></p></li>
 <li><p><strong>2024-06-17</strong> <a class="reference external" 
href="https://blog.lancedb.com/columnar-file-readers-in-depth-apis-and-fusion/";>Blog:
 Columnar File Readers In-Depth: APIs and Fusion</a></p></li>
-<li><p><strong>2024-06-14</strong> <a class="reference external" 
href="https://sfu-dis.github.io/simod/";>2024 Simplicity in Management of Data 
(SiMOD): DataFusion: The Case for Building Open Data Systems (Keynote)</a><a 
class="reference external" 
href="https://docs.google.com/presentation/d/1K3EdknzkqU2LhWi_eNKXdcvNk0OEvk9AqTLqhZkPxuI/edit";>Slides</a></p></li>
+<li><p><strong>2024-06-14</strong> <a class="reference external" 
href="https://sfu-dis.github.io/simod/";>Talk: 2024 Simplicity in Management of 
Data (SiMOD): DataFusion: The Case for Building Open Data Systems (Keynote)</a> 
- <a class="reference external" 
href="https://docs.google.com/presentation/d/1K3EdknzkqU2LhWi_eNKXdcvNk0OEvk9AqTLqhZkPxuI/edit";>Slides</a></p></li>
 <li><p><strong>2024-05-29</strong> <a class="reference external" 
href="https://cube.dev/blog/query-push-down-in-cubes-semantic-layer";>Blog: 
Query Push Down in Cube’s Semantic Layer</a></p></li>
-<li><p><strong>2024-06-26</strong> <a class="reference external" 
href="https://www.microsoft.com/en-us/research/group/gray-systems-lab";>Microsoft
 Gray Systems Lab: Building InfluxDB 3.0 (and other systems)</a> <a 
class="reference external" 
href="https://docs.google.com/presentation/d/1a4wHZij_69drdmD32TPombQ9zSaE6l26LZ87DAz2New/edit#slide=id.p";>Slides</a></p></li>
-<li><p><strong>2024-03-26</strong> <a class="reference external" 
href="https://www.datacouncil.ai/talks24/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet?hsLang=en";>DataCouncil
 2024: Building InfluxDB 3.0 with Apache Arrow, DataFusion, Flight, and 
Parquet</a> <a class="reference external" 
href="https://docs.google.com/presentation/d/12kdYHLyH79B5__9xs3de_hZyG9geW4jC3vUpiy39VA0";>Slides</a>
 | <a class="reference external" 
href="https://www.youtube.com/watch?v=I-Z7kFGsY [...]
+<li><p><strong>2024-06-26</strong> <a class="reference external" 
href="https://www.microsoft.com/en-us/research/group/gray-systems-lab";>Talk: 
Microsoft Gray Systems Lab: Building InfluxDB 3.0 (and other systems)</a> - <a 
class="reference external" 
href="https://docs.google.com/presentation/d/1a4wHZij_69drdmD32TPombQ9zSaE6l26LZ87DAz2New/edit#slide=id.p";>Slides</a></p></li>
+<li><p><strong>2024-04-06</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=Bc55FBwuJLA";>Video: 1 billion row 
challenge in Rust using Apache Arrow</a></p></li>
+<li><p><strong>2024-03-26</strong> <a class="reference external" 
href="https://www.datacouncil.ai/talks24/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet?hsLang=en";>Talk:
 DataCouncil 2024: Building InfluxDB 3.0 with Apache Arrow, DataFusion, Flight, 
and Parquet</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/12kdYHLyH79B5__9xs3de_hZyG9geW4jC3vUpiy39VA0";>Slides</a>,
 <a class="reference external" href="https://www.youtube.com/watch?v=I- [...]
 <li><p><strong>2024-03-20</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=P3dXH61Kr5U";>Video: Profiling DataFusion 
with Instruments (part of XCode on Mac OSx)</a></p></li>
 <li><p><strong>2024-03-18</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/making-recent-value-queries-hundreds-times-faster/";>Blog:
 Making Recent Value Queries Hundreds of Times Faster</a></p></li>
 <li><p><strong>2023-10-25</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/flight-datafusion-arrow-parquet-fdap-architecture-influxdb/";>Blog:
 Flight, DataFusion, Arrow, and Parquet: Using the FDAP Architecture to build 
InfluxDB 3.0</a></p></li>
@@ -653,19 +658,18 @@
 <li><p><strong>2023-05-25</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=NEL6DluUxgw";>Video: D3L2: Discussing 
Rust, Ballista, Ray SQL, Data Fusion with Andy Grove</a></p></li>
 <li><p><strong>2023-02-20</strong> <a class="reference external" 
href="https://www.synnada.ai/blog/general-purpose-stream-joins-via-pruning-symmetric-hash-joins";>Blog:
 General Purpose Stream Joins via Pruning Symmetric Hash Joins</a></p></li>
 <li><p><strong>2023-09-27</strong> <a class="reference external" 
href="https://docs.google.com/presentation/d/1_JXxapY2jksCOm5hePK8FIjO3buDzsrBBy0jUEpJR4A";>Slides:
 MIT Database Group: Implementing InfluxDB IOx</a></p></li>
-<li><p><strong>2023-06-02</strong> <a class="reference external" 
href="https://dsdsd.da.cwi.nl/past_talks/post_talks/Andrew-Lamb/";>Dutch Seminar 
on Database System Design: Implementing InfluxDB IOx</a> <a class="reference 
external" 
href="https://docs.google.com/presentation/d/1XTsO2zsHkgBCF6C0YVwk0BnhZzLBrm39oeapOBb-s9A";>Slides</a>
 | <a class="reference external" 
href="https://youtu.be/Y5K2Ik2oo-8";>Recording</a></p></li>
+<li><p><strong>2023-06-02</strong> <a class="reference external" 
href="https://dsdsd.da.cwi.nl/past_talks/post_talks/Andrew-Lamb/";>Talk: Dutch 
Seminar on Database System Design: Implementing InfluxDB IOx</a> - <a 
class="reference external" 
href="https://docs.google.com/presentation/d/1XTsO2zsHkgBCF6C0YVwk0BnhZzLBrm39oeapOBb-s9A";>Slides</a>,
 <a class="reference external" 
href="https://youtu.be/Y5K2Ik2oo-8";>Recording</a></p></li>
 <li><p><strong>2023-02-15</strong> <a class="reference external" 
href="https://docs.google.com/presentation/d/1SzqgTtSKVqpuFUDdOHhRNC3mLmJ7oyVp0OyrYwHvgPA";>Slides:
 Invited Talk at Optum Labs: Building a New Time Series Database</a></p></li>
 <li><p><strong>2023-01-01</strong> <a class="reference external" 
href="https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/";>Blog: 
What I Want from DataFusion 2023</a></p></li>
 <li><p><strong>2022-12-07</strong> <a class="reference external" 
href="https://www.influxdata.com/blog/querying-parquet-millisecond-latency/";>Blog:
 Querying Parquet with Millisecond Latency</a></p></li>
-<li><p><strong>2022-06-27</strong> <a class="reference external" 
href="https://www.databricks.com/dataaisummit/session/datafusion-and-arrow-supercharge-your-data-analytical-tool-rusty-query-engine";>DataBricks
 Data+AI Summit: DataFusion and Arrow</a> <a class="reference external" 
href="https://docs.google.com/presentation/d/1wLORMn23RD_sQ84W2w51s-Xysly5S8F5mGXzaeJ4QWY";>Slides</a>
 | <a class="reference external" 
href="https://www.databricks.com/dataaisummit/session/datafusion-and-arrow-sup 
[...]
-<li><p><strong>2022-05-23</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=rb61lVH2vYc";>Video: Slides The Data 
Thread 2022: Apache Arrow and DataFusion</a><a class="reference external" 
href="https://docs.google.com/presentation/d/1Tkjfup5z_nsrBWIO7dXscEzC5toTQCXj0IsZeO3endc";>Slides</a></p></li>
-<li><p><strong>2021-03-10</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=K6eCAVEk4kU";>Video: InfluxData Tech Talk: 
Query Engine Design and Rust-Based DataFusion in Apache Arrow</a><a 
class="reference external" 
href="https://www.slideshare.net/influxdata/influxdb-iox-tech-talks-query-engine-design-and-the-rustbased-datafusion-in-apache-arrow-244161934";>Slides</a></p></li>
+<li><p><strong>2022-06-27</strong> <a class="reference external" 
href="https://www.databricks.com/dataaisummit/session/datafusion-and-arrow-supercharge-your-data-analytical-tool-rusty-query-engine";>Talk:
 DataBricks Data+AI Summit: DataFusion and Arrow</a> - <a class="reference 
external" 
href="https://docs.google.com/presentation/d/1wLORMn23RD_sQ84W2w51s-Xysly5S8F5mGXzaeJ4QWY";>Slides</a>,
 <a class="reference external" 
href="https://www.databricks.com/dataaisummit/session/datafusion-and-ar [...]
+<li><p><strong>2022-05-23</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=rb61lVH2vYc";>Video: The Data Thread 2022: 
Apache Arrow and DataFusion</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1Tkjfup5z_nsrBWIO7dXscEzC5toTQCXj0IsZeO3endc";>Slides</a></p></li>
+<li><p><strong>2021-03-10</strong> <a class="reference external" 
href="https://www.youtube.com/watch?v=K6eCAVEk4kU";>Video: InfluxData Tech Talk: 
Query Engine Design and Rust-Based DataFusion in Apache Arrow</a> - <a 
class="reference external" 
href="https://www.Slideshare.net/influxdata/influxdb-iox-tech-talks-query-engine-design-and-the-rustbased-datafusion-in-apache-arrow-244161934";>Slides</a></p></li>
 </ul>
 </section>
 <section id="release-notes-updates">
 <h2>đź“… Release Notes &amp; Updates<a class="headerlink" 
href="#release-notes-updates" title="Link to this heading">¶</a></h2>
 <ul class="simple">
-<li><p><strong>2025-03-24</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2025/03/24/datafusion-46.0.0/";>Apache 
DataFusion 46.0.0 Release</a></p></li>
 <li><p><strong>2024-09-14</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/12/14/datafusion-python-43.1.0/";>Apache
 DataFusion Python 43.1.0 Released</a></p></li>
 <li><p><strong>2024-08-24</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/08/20/python-datafusion-40.0.0/";>Apache
 DataFusion Python 40.1.0 Released, Significant usability updates</a></p></li>
 <li><p><strong>2024-07-24</strong> <a class="reference external" 
href="https://datafusion.apache.org/blog/2024/07/24/datafusion-40.0.0/";>DataFusion
 40.0.0 Release</a></p></li>
@@ -684,14 +688,15 @@
 <section id="community-events">
 <h1>🌎 Community Events<a class="headerlink" href="#community-events" 
title="Link to this heading">¶</a></h1>
 <ul class="simple">
-<li><p><strong>2025-01-23</strong> <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/12988";>Amsterdam Apache 
DataFusion Meetup</a></p></li>
-<li><p><strong>2025-01-15</strong> <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/13165";>Boston Apache 
DataFusion Meetup</a></p></li>
-<li><p><strong>2024-12-18</strong> <a class="reference external" 
href="https://lu.ma/eq5myc5i";>Chicago Apache DataFusion Meetup</a></p></li>
+<li><p><strong>2025-01-23</strong> <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/12988";>Amsterdam Apache 
DataFusion Meetup</a> - <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/12988";>Slides</a></p></li>
+<li><p><strong>2025-01-22</strong> <a class="reference external" 
href="https://www.linkedin.com/posts/seshendranalla_apache-datafusion-community-meeting-2025-activity-7290384383201435648-8tqv";>Datadog
 Apache DataFusion Community Meeting</a> - <a class="reference external" 
href="https://www.youtube.com/watch?v=ceTo2vUyRI0";>Recording</a></p></li>
+<li><p><strong>2025-01-15</strong> <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/13165";>Boston Apache 
DataFusion Meetup</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1_zBLHdqxPlhWuNK2oCA2d_hCpb6HWgHbVJBseiUXA80";>Slides</a></p></li>
+<li><p><strong>2024-12-18</strong> <a class="reference external" 
href="https://lu.ma/eq5myc5i";>Chicago Apache DataFusion Meetup</a> - <a 
class="reference external" 
href="https://github.com/apache/datafusion/discussions/12894";>Slides</a>, <a 
class="reference external" 
href="https://www.youtube.com/playlist?list=PLrhIfEjaw9ilQEczOQlHyMznabtVRptyX";>Recording</a></p></li>
 <li><p><strong>2024-10-14</strong> <a class="reference external" 
href="https://lu.ma/tnwl866b";>Seattle Apache DataFusion Meetup</a></p></li>
-<li><p><strong>2024-09-27</strong> <a class="reference external" 
href="https://lu.ma/tmwuz4lg";>Belgrade Apache DataFusion Meetup</a>, <a 
class="reference external" 
href="https://github.com/apache/datafusion/discussions/11431#discussioncomment-10832070";>recap</a>,
 <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/11431#discussioncomment-10826169";>slides</a>,
 <a class="reference external" 
href="https://www.youtube.com/watch?v=4huEsFFv6bQ&amp;amp;list=PLrh [...]
-<li><p><strong>2024-06-26</strong> <a class="reference external" 
href="https://lu.ma/2iwba0xm";>New York City Apache DataFusion Meetup</a>. <a 
class="reference external" 
href="https://docs.google.com/presentation/d/1dOLPAFPEMLhLv4NN6O9QSDIyyeiIySqAjky5cVgdWAE/edit#slide=id.g26bebde4fcc_3_7";>slides</a></p></li>
-<li><p><strong>2024-06-25</strong> <a class="reference external" 
href="https://lu.ma/6bphole2";>San Francisco Bay Area Apache DataFusion 
Meetup</a>. <a class="reference external" 
href="https://docs.google.com/presentation/d/1Oz2yGllrWBkNGyiRMLr8qXTt4vmvtJWuI_weGThaZak/edit#slide=id.g26bebde4fcc_3_7";>slides</a></p></li>
-<li><p><strong>2024-03-27</strong> <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/8522";>Austin Apache 
DataFusion Meetup</a>. <a class="reference external" 
href="https://docs.google.com/presentation/d/1S51TK8waxHEJaxi_-uiSMrgQZ09m_hfaasPk5X5ExEY";>slides</a>,
 <a class="reference external" 
href="https://www.youtube.com/watch?v=q1N3pH3tFw8";>recording</a></p></li>
+<li><p><strong>2024-09-27</strong> <a class="reference external" 
href="https://lu.ma/tmwuz4lg";>Belgrade Apache DataFusion Meetup</a> - <a 
class="reference external" 
href="https://github.com/apache/datafusion/discussions/11431#discussioncomment-10832070";>Recap</a>,
 <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/11431#discussioncomment-10826169";>Slides</a>,
 <a class="reference external" 
href="https://www.youtube.com/playlist?list=PLrhIfEjaw9ilQEczOQlHy [...]
+<li><p><strong>2024-06-26</strong> <a class="reference external" 
href="https://lu.ma/2iwba0xm";>New York City Apache DataFusion Meetup</a> - <a 
class="reference external" 
href="https://docs.google.com/presentation/d/1dOLPAFPEMLhLv4NN6O9QSDIyyeiIySqAjky5cVgdWAE/edit#slide=id.g26bebde4fcc_3_7";>Slides</a></p></li>
+<li><p><strong>2024-06-25</strong> <a class="reference external" 
href="https://lu.ma/6bphole2";>San Francisco Bay Area Apache DataFusion 
Meetup</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1Oz2yGllrWBkNGyiRMLr8qXTt4vmvtJWuI_weGThaZak/edit#slide=id.g26bebde4fcc_3_7";>Slides</a>,
 <a class="reference external" 
href="https://www.youtube.com/playlist?list=PLrhIfEjaw9ilQEczOQlHyMznabtVRptyX";>Recording</a></p></li>
+<li><p><strong>2024-03-27</strong> <a class="reference external" 
href="https://github.com/apache/datafusion/discussions/8522";>Austin Apache 
DataFusion Meetup</a> - <a class="reference external" 
href="https://docs.google.com/presentation/d/1S51TK8waxHEJaxi_-uiSMrgQZ09m_hfaasPk5X5ExEY";>Slides</a>,
 <a class="reference external" 
href="https://www.youtube.com/watch?v=q1N3pH3tFw8";>Recording</a></p></li>
 </ul>
 </section>
 


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