#databend search results

๐Ÿš€ #Databend evolved into a ๐™ช๐™ฃ๐™ž๐™›๐™ž๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ข๐™ค๐™™๐™–๐™ก ๐™™๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š Pure #Rust kernel = blazing performance & safety One Snowflake-compatible SQL interface seamlessly handles: โ€ข BI Analytics - Traditional SQL workloads โ€ข AI/Vector Search - Embeddings & semanticโ€ฆ

DatabendLabs's tweet image. ๐Ÿš€ #Databend evolved into a ๐™ช๐™ฃ๐™ž๐™›๐™ž๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ข๐™ค๐™™๐™–๐™ก ๐™™๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š
Pure #Rust kernel = blazing performance & safety

One Snowflake-compatible SQL interface seamlessly handles:
โ€ข BI Analytics - Traditional SQL workloads
โ€ข AI/Vector Search - Embeddings & semanticโ€ฆ

#Databend Optimizer = One brain for all data ๐Ÿง  Analytics. JSON. Vector. Geo. ๐Ÿ‘‡ Learn how it works: docs.databend.com/guides/how-datโ€ฆ

DatabendLabs's tweet image. #Databend Optimizer = One brain for all data ๐Ÿง 
Analytics. JSON. Vector. Geo.

๐Ÿ‘‡ Learn how it works:
 docs.databend.com/guides/how-datโ€ฆ

Advanced Indexes in Databend Community Edition #Databend v1.2.835 brings Aggregating, Inverted (full-text), Ngram, and Vector indexes to Community Editionโ€”accelerating rollups, text analytics, and vector retrieval in one engine. As a #Rust-native project, we stay committed toโ€ฆ


#Databend #KafkaConnect is almost ready to release!

HanHantmac's tweet image. #Databend #KafkaConnect  is almost ready to release!

แด˜ส€แดแด›แด‡แด„แด› แดแด‡ ๊œฐส€แดแด แดกสœแด€แด› ษช แด€แด #glitch #databend #netart #print

dustrial's tweet image. แด˜ส€แดแด›แด‡แด„แด› แดแด‡ ๊œฐส€แดแด แดกสœแด€แด› ษช แด€แด

#glitch #databend #netart #print

Anybody #databend or #glitch their own artworks? What tools do you use?

skellytv2's tweet image. Anybody #databend or #glitch their own artworks? What tools do you use?

"It is the Divine Language, the ancient language, spoken throughout the Universe before time was time.." #glitch #databend #notepad++ #leeloo #art

dustrial's tweet image. "It is the Divine Language, the ancient language, spoken throughout the Universe before time was time.."

#glitch #databend #notepad++ #leeloo #art

Everything works fine in the main branch #databend ๐Ÿš€

BohuTANG's tweet image. Everything works fine in the main branch #databend ๐Ÿš€

redone the test for the cold run, as #databend had a regression in the last update, happy to see an open source DB engine that finish SF100 cold run using only 32 GB of RAM and 4 cores

mim_djo's tweet image. redone the test for the cold run, as #databend had a regression in the last update, happy to see an open source DB engine that finish SF100 cold run using only 32 GB of RAM and 4 cores

New Update; Open Source Python DB Engines #Databend, #DuckDB and #Datafusion Parquet generated by Spark with V-Order applied.

mim_djo's tweet image. New Update; Open Source Python DB Engines
#Databend, #DuckDB and #Datafusion 
Parquet generated by Spark with V-Order applied.

In Databend, If it ๐œ๐š๐ง ๐›๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐, ๐ฐ๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž ๐ข๐ญ! ๐Ÿ’ก #Databend's optimizer trace provides complete visibility into query optimization. Track every optimizer step, every optimizer rule, understand exactly how they work - zero black boxes in ourโ€ฆ

DatabendLabs's tweet image. In Databend, If it ๐œ๐š๐ง ๐›๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐, ๐ฐ๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž ๐ข๐ญ! ๐Ÿ’ก
 #Databend's optimizer trace provides complete visibility into query optimization. Track every optimizer step, every optimizer rule, understand exactly how they work - zero black boxes in ourโ€ฆ
DatabendLabs's tweet image. In Databend, If it ๐œ๐š๐ง ๐›๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐, ๐ฐ๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž ๐ข๐ญ! ๐Ÿ’ก
 #Databend's optimizer trace provides complete visibility into query optimization. Track every optimizer step, every optimizer rule, understand exactly how they work - zero black boxes in ourโ€ฆ

๐Ÿš€ #Databend is now available in DBeaver 24.3.1! ๐ŸŽ‰ Huge thanks to rad-pat from the community. ๐Ÿ™Œ You can now find it as a new connection type under: ๐™‰๐™š๐™ฌ ๐˜ฟ๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š ๐˜พ๐™ค๐™ฃ๐™ฃ๐™š๐™˜๐™ฉ๐™ž๐™ค๐™ฃ โ†’ ๐˜ผ๐™ฃ๐™–๐™ก๐™ฎ๐™ฉ๐™ž๐™˜๐™–๐™ก โ†’ ๐˜ฟ๐™–๐™ฉ๐™–๐™—๐™š๐™ฃ๐™™ Check out the release:โ€ฆ

DatabendLabs's tweet image. ๐Ÿš€ #Databend is now available in DBeaver 24.3.1! ๐ŸŽ‰
Huge thanks to rad-pat from the community. ๐Ÿ™Œ 
You can now find it as a new connection type under:
๐™‰๐™š๐™ฌ ๐˜ฟ๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š ๐˜พ๐™ค๐™ฃ๐™ฃ๐™š๐™˜๐™ฉ๐™ž๐™ค๐™ฃ โ†’ ๐˜ผ๐™ฃ๐™–๐™ก๐™ฎ๐™ฉ๐™ž๐™˜๐™–๐™ก โ†’ ๐˜ฟ๐™–๐™ฉ๐™–๐™—๐™š๐™ฃ๐™™
Check out the release:โ€ฆ

gurubase is an really helpful AI-powered Q&A assistants for tech docs! Awesome & Amazing @gurubaseio #gurubase #databend

sundyli1's tweet image. gurubase is an really helpful AI-powered Q&A assistants for tech docs! Awesome & Amazing

@gurubaseio
#gurubase #databend

After finishing a presentation on #Databend, I received a speaker certificate from #KubeSphere. I hope that one day I can become an expert in K8s.๐Ÿ˜†

repsiace's tweet image. After finishing a presentation on #Databend, I received a speaker  certificate from #KubeSphere. I hope that one day I can become an expert  in K8s.๐Ÿ˜†

Hey, folks! Just received a cool new hoodie from #Databend. ๐ŸฅฐAnyone else want to get their hands on one?

repsiace's tweet image. Hey, folks! Just received a cool new hoodie from #Databend. ๐ŸฅฐAnyone else want to get their hands on one?

ไธ€ๅœบๅนณๅนณๆ— ๅฅ‡็š„ๆ—ฉ่Œถ๏ผŒ็ซŸๅœจๆทฑๅคœ็ช็„ถๅ‘็Žฐๆ˜ฏๆŽจๆฒน่šไผš๐Ÿคฃ็ผ˜๏ผŒๅฆ™ไธๅฏ่จ€ @xx01cyx @leiysky @BugenZhao @DylanGalois @Adbean2020 #RisingWave x #Databend Meetup ๅนฒ่ดงๅพˆๅคšๅพˆๅ……ๅฎž๏ผŒไธ‹ๆฌก่ฟ˜ๆฅ๐Ÿฅฐ

howardlau1999's tweet image. ไธ€ๅœบๅนณๅนณๆ— ๅฅ‡็š„ๆ—ฉ่Œถ๏ผŒ็ซŸๅœจๆทฑๅคœ็ช็„ถๅ‘็Žฐๆ˜ฏๆŽจๆฒน่šไผš๐Ÿคฃ็ผ˜๏ผŒๅฆ™ไธๅฏ่จ€
@xx01cyx @leiysky @BugenZhao
@DylanGalois @Adbean2020

#RisingWave x #Databend Meetup ๅนฒ่ดงๅพˆๅคšๅพˆๅ……ๅฎž๏ผŒไธ‹ๆฌก่ฟ˜ๆฅ๐Ÿฅฐ
howardlau1999's tweet image. ไธ€ๅœบๅนณๅนณๆ— ๅฅ‡็š„ๆ—ฉ่Œถ๏ผŒ็ซŸๅœจๆทฑๅคœ็ช็„ถๅ‘็Žฐๆ˜ฏๆŽจๆฒน่šไผš๐Ÿคฃ็ผ˜๏ผŒๅฆ™ไธๅฏ่จ€
@xx01cyx @leiysky @BugenZhao
@DylanGalois @Adbean2020

#RisingWave x #Databend Meetup ๅนฒ่ดงๅพˆๅคšๅพˆๅ……ๅฎž๏ผŒไธ‹ๆฌก่ฟ˜ๆฅ๐Ÿฅฐ

Advanced Indexes in Databend Community Edition #Databend v1.2.835 brings Aggregating, Inverted (full-text), Ngram, and Vector indexes to Community Editionโ€”accelerating rollups, text analytics, and vector retrieval in one engine. As a #Rust-native project, we stay committed toโ€ฆ


#Databend Optimizer = One brain for all data ๐Ÿง  Analytics. JSON. Vector. Geo. ๐Ÿ‘‡ Learn how it works: docs.databend.com/guides/how-datโ€ฆ

DatabendLabs's tweet image. #Databend Optimizer = One brain for all data ๐Ÿง 
Analytics. JSON. Vector. Geo.

๐Ÿ‘‡ Learn how it works:
 docs.databend.com/guides/how-datโ€ฆ

๐Ÿš€ #Databend v1.2.833 is out! Highlights from recent updates: โœจ Geo & virtual columns enabled by default โš™๏ธ Smarter S3 intelligent tiering support ๐Ÿง  Dynamic schema support for the script engine ๐Ÿ”ง Better expression parsing & bug fixes ๐ŸŒ€ Experimental aggregate final withโ€ฆ


๐Ÿš€ #Databend evolved into a ๐™ช๐™ฃ๐™ž๐™›๐™ž๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ข๐™ค๐™™๐™–๐™ก ๐™™๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š Pure #Rust kernel = blazing performance & safety One Snowflake-compatible SQL interface seamlessly handles: โ€ข BI Analytics - Traditional SQL workloads โ€ข AI/Vector Search - Embeddings & semanticโ€ฆ

DatabendLabs's tweet image. ๐Ÿš€ #Databend evolved into a ๐™ช๐™ฃ๐™ž๐™›๐™ž๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ข๐™ค๐™™๐™–๐™ก ๐™™๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š
Pure #Rust kernel = blazing performance & safety

One Snowflake-compatible SQL interface seamlessly handles:
โ€ข BI Analytics - Traditional SQL workloads
โ€ข AI/Vector Search - Embeddings & semanticโ€ฆ

Snowflake 60% of TopK queries are actually "LIMIT 0" - metadata only! #Databend optimize these to EmptyResultScan directly


Exactly why we built these optimizations into #Databend. - The footer metadata issue was killing us on S3 - had to externalize it and do async prefetching - Our parallel column readers with merged IO make parquet actually work well in cloud storage - Plus we extended parquet withโ€ฆ

Is Parquet the bottleneckโ€”or are our workloads the problem? S3-first, NVMe, embeddings/images, random accessโ€ฆ New formats like @lancedb or Vortex rethink layout (O(1) lookups, SIMD blocks). Pick formats by workload, not habit. Here is a deep dive:



Yes! That's exactly what I solved for #Databend. The trick: cascading compile-time validation through the entire dependency chain: #[derive(FrozenAPI)] // โ† All deps must derive this struct C { pub a: i32 } #[derive(FrozenAPI)] struct B { pub c: C } #[frozen_api("hash123")]โ€ฆ

๐™๐™๐™ž๐™จ #๐™๐™ช๐™จ๐™ฉ ๐™ก๐™ž๐™ข๐™ž๐™ฉ๐™–๐™ฉ๐™ž๐™ค๐™ฃ ๐™Ÿ๐™ช๐™จ๐™ฉ ๐™๐™ž๐™ฉ ๐™ข๐™š (and AI can't solve it either) I have structs with transitive dependencies: #[frozen_api = "hash123"] // โ† This hash represents A's "API signature" struct A { pub b: B, } struct B { pub c: C, } struct C {โ€ฆ



Numbers definitely lie, without audit or oversight the human is in the equation. #lawfare #databend


๐ŸŽ‰ The #Databend documentation website now features a handy "Copy Page" button that exports docs as Markdown - perfect for LLMs! docs.databend.com

DatabendLabs's tweet image. ๐ŸŽ‰ The #Databend documentation website now features a handy "Copy Page" button that exports docs as Markdown - perfect for LLMs!
docs.databend.com

๐Ÿš€ Introducing ๐—ช๐—ผ๐—ฟ๐—ธ๐—น๐—ผ๐—ฎ๐—ฑ ๐—š๐—ฟ๐—ผ๐˜‚๐—ฝ in #Databend! Stop worrying about resource conflicts and OOM crashes! โœ… Isolate workloads with guaranteed resource quotas โœ… Zero system downtime from memory issues โœ… Simple user-based resource management โœ… Enterprise-gradeโ€ฆ


In Databend, If it ๐œ๐š๐ง ๐›๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐, ๐ฐ๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž ๐ข๐ญ! ๐Ÿ’ก #Databend's optimizer trace provides complete visibility into query optimization. Track every optimizer step, every optimizer rule, understand exactly how they work - zero black boxes in ourโ€ฆ

DatabendLabs's tweet image. In Databend, If it ๐œ๐š๐ง ๐›๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐, ๐ฐ๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž ๐ข๐ญ! ๐Ÿ’ก
 #Databend's optimizer trace provides complete visibility into query optimization. Track every optimizer step, every optimizer rule, understand exactly how they work - zero black boxes in ourโ€ฆ
DatabendLabs's tweet image. In Databend, If it ๐œ๐š๐ง ๐›๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐, ๐ฐ๐ž ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž ๐ข๐ญ! ๐Ÿ’ก
 #Databend's optimizer trace provides complete visibility into query optimization. Track every optimizer step, every optimizer rule, understand exactly how they work - zero black boxes in ourโ€ฆ

Everything works fine in the main branch #databend ๐Ÿš€

BohuTANG's tweet image. Everything works fine in the main branch #databend ๐Ÿš€

Currently, this approach is still in the experimental phase. The complete process for a single query takes approximately 10-20 seconds [about ~10s for optimization and 10s for verification]. We hope to implement this in #Databend soon. We welcome professors or students interestedโ€ฆ


๐™ƒ๐™ค๐™ฌ ๐˜ฟ๐™–๐™ฉ๐™–๐™—๐™š๐™ฃ๐™™'๐™จ ๐™Œ๐™ช๐™š๐™ง๐™ฎ ๐™Š๐™ฅ๐™ฉ๐™ž๐™ข๐™ž๐™ฏ๐™š๐™ง ๐™ˆ๐™–๐™ ๐™š๐™จ ๐˜ผ๐™ฃ๐™–๐™ก๐™ฎ๐™ฉ๐™ž๐™˜๐™จ ๐™๐™–๐™จ๐™ฉ Curious how #Databend delivers efficient query performance? Our optimizer transforms SQL into smart execution plans through a sophisticated pipeline. Let's explore the technologyโ€ฆ


๐Ÿš€ #Databend v1.2.725 is now available! โœจ 63 exciting new features ๐Ÿ”ง 59 thoughtful bug fixes Highlights: โœจ Hybrid cache for improved performance โœจ Enhanced query-level memory management โœจ Bendsave for backup and restore โœจ Auto vacuum capability Full changelog:โ€ฆ


๐Ÿš€ Oops-proof your data operations with #Databend Inspired by Git's version control, #Databend lets you: โ€ข ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ ๐—ฑ๐—ฟ๐—ผ๐—ฝ๐—ฝ๐—ฒ๐—ฑ ๐—ฑ๐—ฎ๐˜๐—ฎ๐—ฏ๐—ฎ๐˜€๐—ฒ๐˜€ & ๐˜๐—ฎ๐—ฏ๐—น๐—ฒ๐˜€ โ€ข ๐—ฅ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜ ๐—ฏ๐—ฎ๐—ฑ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ฒ๐˜€ โ€ข ๐—ฅ๐—ผ๐—น๐—น ๐—ฏ๐—ฎ๐—ฐ๐—ธ ๐˜€๐—ฐ๐—ต๐—ฒ๐—บ๐—ฎโ€ฆ


Cool~~ #Databend integration coming soon!

Working hard to make @ApacheOpenDAL more observable.

OnlyXuanwo's tweet image. Working hard to make @ApacheOpenDAL more observable.


๐Ÿš€ #Databend Feb '25 update is here! โ†’ Easy migration from MySQL โ†’ Flexible spill storage (local disks or S3) โ†’ Powerful SQL like ATTACH TABLE and more! Dive in for details ๐Ÿ‘‰ medium.com/@databend/dataโ€ฆ

towardsdev.com

Databend Monthly (Feb 2025)

Weโ€™re excited to bring you the latest updates, new features, and improvements for February 2025 in Databend!


Modern data warehouses evolve beyond storage-compute separation to include metadata decoupling. With #Databend, metadata lives in S3, enabling: โœจ Flexible data sharing: Attach Databend table anywhere ๐Ÿ”’ Column-level security: Share specific columns only Learn more:โ€ฆ


#Databend #KafkaConnect is almost ready to release!

HanHantmac's tweet image. #Databend #KafkaConnect  is almost ready to release!

An old project, but now it can work again. #Databend

repsiace's tweet image. An old project, but now it can work again.  #Databend

แด˜ส€แดแด›แด‡แด„แด› แดแด‡ ๊œฐส€แดแด แดกสœแด€แด› ษช แด€แด #glitch #databend #netart #print

dustrial's tweet image. แด˜ส€แดแด›แด‡แด„แด› แดแด‡ ๊œฐส€แดแด แดกสœแด€แด› ษช แด€แด

#glitch #databend #netart #print

"It is the Divine Language, the ancient language, spoken throughout the Universe before time was time.." #glitch #databend #notepad++ #leeloo #art

dustrial's tweet image. "It is the Divine Language, the ancient language, spoken throughout the Universe before time was time.."

#glitch #databend #notepad++ #leeloo #art

๐Ÿš€ #Databend evolved into a ๐™ช๐™ฃ๐™ž๐™›๐™ž๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ข๐™ค๐™™๐™–๐™ก ๐™™๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š Pure #Rust kernel = blazing performance & safety One Snowflake-compatible SQL interface seamlessly handles: โ€ข BI Analytics - Traditional SQL workloads โ€ข AI/Vector Search - Embeddings & semanticโ€ฆ

DatabendLabs's tweet image. ๐Ÿš€ #Databend evolved into a ๐™ช๐™ฃ๐™ž๐™›๐™ž๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ข๐™ค๐™™๐™–๐™ก ๐™™๐™–๐™ฉ๐™–๐™—๐™–๐™จ๐™š
Pure #Rust kernel = blazing performance & safety

One Snowflake-compatible SQL interface seamlessly handles:
โ€ข BI Analytics - Traditional SQL workloads
โ€ข AI/Vector Search - Embeddings & semanticโ€ฆ

Anybody #databend or #glitch their own artworks? What tools do you use?

skellytv2's tweet image. Anybody #databend or #glitch their own artworks? What tools do you use?

๐Ÿ˜œ You can try using a standalone #Databend to analyze data in @ApacheIceberg . Here's a correlation between the number of passengers and the distance of the trip: (Although this feature is not fully implemented yet, it can work. Please stay tuned for updates on our progress.)

repsiace's tweet image. ๐Ÿ˜œ You can try using a standalone #Databend to analyze data in @ApacheIceberg . Here's a correlation between the number of passengers and the distance of the trip:

(Although this feature is not fully implemented yet, it can work. Please stay tuned for updates on our progress.)

redone the test for the cold run, as #databend had a regression in the last update, happy to see an open source DB engine that finish SF100 cold run using only 32 GB of RAM and 4 cores

mim_djo's tweet image. redone the test for the cold run, as #databend had a regression in the last update, happy to see an open source DB engine that finish SF100 cold run using only 32 GB of RAM and 4 cores

Everything works fine in the main branch #databend ๐Ÿš€

BohuTANG's tweet image. Everything works fine in the main branch #databend ๐Ÿš€

๐Ÿš€ #Databend window function spill performance has improvedโ€”a 68% speed boost! github.com/datafuselabs/dโ€ฆ

DatabendLabs's tweet image. ๐Ÿš€ #Databend window function spill performance has improvedโ€”a 68% speed boost!
github.com/datafuselabs/dโ€ฆ

New Update; Open Source Python DB Engines #Databend, #DuckDB and #Datafusion Parquet generated by Spark with V-Order applied.

mim_djo's tweet image. New Update; Open Source Python DB Engines
#Databend, #DuckDB and #Datafusion 
Parquet generated by Spark with V-Order applied.

After finishing a presentation on #Databend, I received a speaker certificate from #KubeSphere. I hope that one day I can become an expert in K8s.๐Ÿ˜†

repsiace's tweet image. After finishing a presentation on #Databend, I received a speaker  certificate from #KubeSphere. I hope that one day I can become an expert  in K8s.๐Ÿ˜†

Google Bard vs OpenAI GPT-4 generation with same prompts on #Databend

BohuTANG's tweet image. Google Bard vs OpenAI GPT-4 generation with same prompts on #Databend
BohuTANG's tweet image. Google Bard vs OpenAI GPT-4 generation with same prompts on #Databend

Hey, folks! Just received a cool new hoodie from #Databend. ๐ŸฅฐAnyone else want to get their hands on one?

repsiace's tweet image. Hey, folks! Just received a cool new hoodie from #Databend. ๐ŸฅฐAnyone else want to get their hands on one?

Indeed, #Databend has implemented an effective caching mechanism that leverages S3/R2 storage. It maintains the result cache, storing it on S3/R2.If the data hasn't been updated and the query is identical to a previous one, it retrieves the result file directly from the cache:

BohuTANG's tweet image. Indeed, #Databend has implemented an effective caching mechanism that leverages S3/R2 storage. It maintains the result cache, storing it on S3/R2.If the data hasn't been updated and the query is identical to a previous one, it retrieves the result file directly from the cache:

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