We offer a new way to design and build composable data systems based on open source standards.
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🔥 Already excited about Theseus? It gets better. 🔥
Dive deeper into what makes Theseus the ultimate choice for petabyte-scale data challenges with our bar-raising benchmarking report. See the proof of unparalleled performance & efficiency. 🚀
📊 Full report here: bit.ly/theseusreport
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It's official! Voltron Data is changing the way people interact with #data and #hardware with support from top tier investors. If you're passionate about open-source and standards in the data analytics ecosystem, read on, and become a Voltronaut! voltrondata.com/news/funding…
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One major strength of @ApacheArrow is that it supports a wide variety of programming languages including R, Python, and C++. This can enable faster and smoother #data processing. Learn more at #TheDataThread. voltrondata.com/news/celebra…
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For the next edition of Pulling the Thread on 8/24, @zeroshade discusses how to get even more mileage out of @GraphQL with the help of Arrow Flight RPC. Join the live event w/ Q&A at a new time - *3pm* EDT bit.ly/3B4mmtr #JSON
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If you’re a data scientist working with large data in #Rstats, you won’t want to miss the next Pulling the Thread event on 8/10 @ 12:30 pm EDT! @djnavarro will discuss the advantages of using the Arrow package in R and break down how it all works w/ Q&A. bit.ly/3B4mmtr
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If you’re an #RStats developer working with large datasets, it’s time to explore what #ApacheArrow - the multi-language toolbox for working with larger-than-memory data - can do for you. Get access to a tutorial and resources in our latest blog: voltrondata.com/news/getting…
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🚀 Introducing: The Composable Codex! This is a 5-part dive into #ComposableDataSystems. Starting from zero: A New Frontier. It’s a look at the history, technology, trends, and opportunities that are all critical to our arrival at the Composable era.
bit.ly/codex00
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We’re celebrating the latest @ApacheArrow 10.0.0 release by sharing 5 things we’re excited about 🏹
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Our co-founder @wesmckinn shares the origin story of @ApacheArrow and how the project has evolved. Learn about the project’s capabilities and use cases as well as future goals that could benefit the community on our blog. voltrondata.com/news/arrow-c… #BigData
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The @ApacheArrow 12.0.0 release is out and full of feature improvements and optimizations. Big shoutout to the 97 contributors for all the hard work over the last 3 months. Get our highlights in the 🧵
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#ApacheArrow 11.0.0 is out! This release strengthens its position as the backbone for #developers who need to interop between different libraries, tools, and languages. Over the last few months, the team resolved 423 issues across 95 contributors. See the 🧵for highlights:
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Building on the strengths of @ApacheArrow Flight, Arrow Flight SQL offers a smoother method for connectivity between different databases. When combined with @DuckDB, the opportunities for data pipelines can expand even further. Learn how they can be used: bit.ly/3v6BEu1
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Have you met our fabulous developer advocates @marlene_zw and @djnavarro? Get to know them on today's blog! voltrondata.com/news/meet-yo… #opensource
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This Thursday, @wesmckinn will discuss what he thinks dataframes and data systems will look like in the future. Wes is the creator of some of the most popular data engineering tools, including pandas, Apache Arrow, and Ibis. He’s also a core contributor to Apache Parquet.
Wes will start with a short presentation about his work, followed by a Q&A session. The talk will be hosted by @chipro. Let us know what questions/topics you would like Wes to discuss.
Time: 12pm PT, Thursday, June 20
RSVP: lu.ma/vkd8h5nu
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🎧🎧🎧 Turn it up. Our engine just dropped. voltrondata.com/theseus
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Data transfer is a major bottleneck for many data workloads. Apache Doris recently adapted Arrow Flight SQL, which allows it to leverage the Python ADBC Driver for fast data reading.
This tutorial shows how to do data transmission at scale with Python, JDBC, Java, and Spark. In their experiments, it took 3 seconds to load a Clickbench dataset containing 1 million rows and 105 columns.
Link: dev.to/apachedoris/arrow-fli…
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If you're using DuckDB, come join our discussion today on how you can leverage Ibis to give your @duckdb pipelines even more power.
You can run your local experiments using DuckDB, and deploy to production using Ibis with a single line of code change!
Ibis supports 20+ backends, including Snowflake, BigQuery, Flink, Spark, Postgres, ... out of the box.
Fun fact: DuckDB is Ibis' default local backend. We appreciate how DuckDB gracefully handles memory, allowing it to handle queries that many dataframe frameworks can't handle.
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Simplify database connectivity for both clients and vendors with our new blog post on the benefits of @ApacheArrow ADBC and Flight SQL. Learn how - voltrondata.com/news/simplif…
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We’re releasing a report spotlighting 12 #OpenSource projects to watch in 2023. Let’s see if you can guess all 12 before we drop it… (check the thread!)
#data #analytics #machinelearning
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To kick off the new year, we’re highlighting 12 #OpenSource projects to watch in 2023. These technologies are modernizing the way #DataAnalytics and #MachineLearning get done. Read the report now! bit.ly/VoltronData12OSProjec…
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On the fourth day of @ApacheArrow 🏹 its contributors gave to me: not one but *all* of #rstats {dplyr} join capabilities arrow.apache.org/blog/2021/1… #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
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On the seventh day of @ApacheArrow 🏹 its contributors gave to me: the #rstats {dplyr} ability to filter & aggregate without the “Error: cannot allocate vector of size 2 GB” #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏 arrow.apache.org/cookbook/r/…
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On the sixth day of @ApacheArrow 🏹 its contributors gave to me: the #rstats capability to create a (virtual) table in @DuckDB arrow.apache.org/docs/r/refe… #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
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On the second day of @ApacheArrow 🏹 its contributors gave to me: C, C++, C#, Go, Java, JavaScript, Julia, MATLAB, Python, R, Ruby, and Rust Arrow libraries arrow.apache.org/install/ #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
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@ApacheArrow 7.0.0 is Coming Soon! Get a sneak peak 👀 at some new capabilities & improved documentation voltrondata.com/news/apache-… #opensource #dataanalytics #Python #rstats #cpp
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Got Geospatial data? Today, @paleolimbot is introducing GeoArrow at @ApacheCon. It plugs straight into existing @ApacheArrow-based systems to make #GeospatialData shine in data pipelines. #ComposableDataSystems #COC2023 Learn more:
voltrondata.com/resources/ge…
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Preview release of the nanoarrow-based @SnowflakeDB Connector for #Python is available! This connector is ~10x smaller in size and removes a hard dependency on a specific version of #PyArrow. Learn how the nanoarrow integration makes it possible. medium.com/snowflake/superch…
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At the next Pulling the Thread event, improve your #geospatial workflows by leveraging Arrow-based formats and tools. @paleolimbot & @jorisvdbossche show you how with @GeoParquet and #GeoArrow on 10/5 at 3:00 pm EDT. bit.ly/3B4mmtr #RStats #RSpatial
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You can use @IbisData to maximize your pandas code — without needing to refactor the underlying codebase. Today we show you how and use @duckdb to accelerate speed and access to insights. voltrondata.com/resources/ma…
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Arrow Database Connectivity (ADBC) is being adopted more and more by organizations seeking to improve data portability and performance. In this blog post, get resources to learn why @SnowflakeDB @dbt_labs @duckdb integrated it!
voltrondata.com/resources/ad…
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Dataframe Interoperability in action! We explain the dataframe interchange protocol and how it’s pushing composability forward in the #Python ecosystem. We demo it using @ApacheArrow to visualize a #PyArrow table with @vega_vis Altair without conversion. voltrondata.com/resources/da…
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Ready to take your @ApacheArrow experience to the next level? We're pleased to offer a new enterprise subscription that will help simplify issue reporting, provide faster fixes in between releases, and much more. voltrondata.com/news/how-vol…
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Now available: @SnowflakeDB driver for @ApacheArrow #ADBC! This makes it quicker and easier to connect to Snowflake using languages that don't already have connectors. medium.com/snowflake/arrow-d…
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Arrow Database Connectivity (ADBC) gives users a single way to get Arrow data in and out of databases - whether columnar or not. It’s a new API in the @ApacheArrow ecosystem and one we think you should know about: voltrondata.com/resources/ar…
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Refactoring or rewriting code wastes precious time and resources! If you’re working with #pandas codebases, turn to @IbisData @duckdb to accelerate analytics and get insights faster — without changing your underlying pandas code. voltrondata.com/resources/ma…
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Meet Theseus - the petabyte-scale query engine redefining the #DataAnalytics SPACE - scale, performance and cost efficiency. 🚀 Process hundreds of TBs in seconds & unleash GPUs for real-time insights. 👉 Unveiled at #NVIDIAGTC: voltrondata.com/blog/voltron…
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We recently released a proof of concept SQLAlchemy driver for Arrow Flight SQL. This supports deploying Arrow-native data storage and analytics stacks leveraging Flight and @apachesuperset as the interface. See an example of this in action on the blog! voltrondata.com/resources/de…
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Inside the #OpenSource Report: It’s fast, lightweight, embraced by many already. @DuckDB is pulling users from traditional relational databases and we see why. Get our take on why it’s a top project to watch this year: bit.ly/VoltronData12OSProjec…
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The latest @ApacheArrow 8.0.0 release introduces new capabilities that make it an even more powerful toolkit for data analytics and established a foundation for future work that will improve performance and interoperability. Read about it. voltrondata.com/news/arrow-8…
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Use @huggingface @IbisData & @langchain to create a custom search engine for your data. This #opensource trifecta helps you save money and gain flexibility by switching out data sources and #LLMs without changing much code. @marlene_zw shows you how! voltrondata.com/resources/hu…
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Tomorrow @ 12:30 pm EDT, join @djnavarro for the follow up to her popular session Doing More with #Data: An Introduction to Arrow for R Users. Subscribe to the YouTube channel for alerts on this and other exciting community events! bit.ly/3B4mmtr #RStats
ALT Banner of event title, date, time, and speaker information with headshot of speaker.
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Follow @VoltronData to catch the #twelvedaysofarrow celebrating the @ApacheArrow 🏹 developer community for just a few of the amazing capabilities contributed to the Arrow project 🎁 github.com/apache/arrow/grap… #opensource #thankyoucommunity 🙌 🙏
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Registration is now open for #TheDataThread! On June 23, join us as we host experts from the across the #data community, such as @ApacheArrow co-creators @wesmckinn & @intjesus, who will provide insights on the next wave of #OpenSource technology. thedatathread.com/
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The latest @ApacheArrow 9.0.0 release is available. It includes built-in support for @GoogleCloud storage, performance enhancements for Acero, and much more. See the highlights: voltrondata.com/news/apache-…
ALT Plane flying through a clear sky with contrails.
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On today's blog, learn more about how Arrow Flight works and why it's useful. voltrondata.com/news/apache-…
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ICYMI, the latest release to @ApacheArrow was shared earlier this month. Learn more about some of the newest features from the 7.0.0 release including the addition of Flight SQL and changes to #PyArrow. voltrondata.com/news/apache-…
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Over the past few months, @marlene_zw traveled to #PyCon events around the world. A talk on @DataPolars inspired her to write how the project written in @rustlang works with @ApacheArrow & @IbisData to build faster data pipelines.
voltrondata.com/resources/po…
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It was exciting to see the composable data systems vision become a reality at VeloxCon!
piped.video/CXxDNWrdEyk?si=UBlK…
As data use cases become more diverse, companies need shared open standards and modular components that teams can leverage to quickly build data systems that fit their needs.
Our own William Malpica and Amin Aramoon shared our perspective on composable data systems, both from a compute (how to best leverage modern hardware) and standard (how to build shared protocols for data systems) perspective.
It’s been a pleasure working on the Velox-Arrow and Theseus-Velox collaboration. Thanks Meta and IBM for hosting us!
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Ibis is on the front page of Hacker News for dropping its support for the pandas backend.
ibis-project.org/posts/farew…
Key reasons:
1. Pandas is painfully slow.
2. Pandas has a lot of specialized code that makes it less compatible with other data systems.
3. Feature parity: everything you can do in pandas can be done much faster and easier in other backends, such as DuckDB.
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The vibrant @ApacheArrow ecosystem now has a conference called the #TheDataThread. See what led @VoltronData to develop the event, and why you should attend. voltrondata.com/news/join-us…
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On the first day of @ApacheArrow 🏹 its contributors gave to me: A cross-language development platform for #data analytics in-memory arrow.apache.org/ #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
Follow @VoltronData to catch the #twelvedaysofarrow celebrating the @ApacheArrow 🏹 developer community for just a few of the amazing capabilities contributed to the Arrow project 🎁 github.com/apache/arrow/grap… #opensource #thankyoucommunity 🙌 🙏
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Inside the #OpenSource Report: It’s official… people love @DataPolars. This #dataframe built on #ApacheArrow and written in #rustlang is one to watch. Shoutout to @RitchieVink for all the hard work on this project. Learn more: bit.ly/VoltronData12OSProjec…
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SQL and Data Frames Unite! Learn how @IbisData bridges the language gap by providing a uniform #Python API for data warehousing tools that generate SQL code. voltrondata.com/resources/sq…
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Today on the blog: we dig into the Census PUMS dataset to show why an up-front investment in #Parquet (over CSV) provides an opportunity to use your data…rather than reading it.
voltrondata.com/resources/sc…
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If you're curious about how to get involved with the @ApacheArrow community, our quick intro to the Arrow New Contributor's Guide has you covered: voltrondata.com/news/apache-…
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🔥Shoutout to the 12 projects on our list🔥
@PyTorch
@IbisData
#Velox by @Meta @FB_Engineering
@DuckDB
@RAPIDSai
@substrait_io
@ApacheArrow
@DataPolars
@redpandadata
@huggingface
#Malloy by @GoogleAI @lloydtabb
@numba_jit
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When you put engineers in charge of swags 😬
The Ibis team is ready for the Snowflake Dev Day this Thursday in San Francisco! Happening in parallel with #SnowflakeSummit, dev day is free to attend. It features many great talks and cool demos!
snowflake.com/summit/devday/
We'll have a booth next to some of the community's favorite dev tools including Posit PBC, PyTorch, NumFOCUS, Tobiko Data, and more.
(Don't tell our CEO this is the shirt and sticker we're going with 👀 )
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The recent ADBC release lets users connect to databases through Arrow Flight SQL while remaining in #Python. This cuts down on complexity and enhances performance. We benchmarked this new capability against the Arrow JDBC driver. See the results: voltrondata.com/resources/co…
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Learn how the team at Wren AI uses DataFusion (built on top of Apache Arrow) and Ibis to build a platform that enables their users to seamlessly leverage data from multiple data sources to power AI applications.
Link: blog.getwren.ai/the-new-wave…
An AI application often requires data from multiple data sources, which reside in different data platforms and can be queried using different engines. Building AI applications, therefore, often requires finding a way to make these different data backends work together.
As laid out in this excellent write-up, major data players like Snowflake, Databricks, and BigQuery are moving towards open data standards like Apache Arrow and Iceberg. This makes it easier to move data across different backends. At the same time, Ibis provides a uniform interface to work with multiple backends.
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The @IbisData 4.1 release brings a new pair of functions for reading CSV and Parquet to any supported backend, with the same line of code. @kae_suarez walks through what that looks like on #ApacheArrow DataFusion, @duckdb, and @DataPolars. Check it out! voltrondata.com/resources/sh…
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In our latest post, @marlene_zw uses @IbisData to analyze a massive Hacker News dataset pulled from Google #BigQuery. If you use #python for data analysis and feel the pain of using #SQL for large queries…this is a must-read: voltrondata.com/resources/ma…
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New release alert: @ApacheArrow nanoarrow 0.2 is out! nanoarrow is a lightweight C library that helps apps implement Arrow C Data & Stream interfaces. The release offers an IPC reader and a Getting Started tutorial, among other improvements. Learn more: arrow.apache.org/blog/2023/0…
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Find yourself wondering what new is in the works for @ApacheArrow 7.0.0? Here is a sneak peak 👀 voltrondata.com/news/apache-… #opensource #dataanalytics #Python #rstats #cpp
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Thank you @VLDBconf for the incredible opportunity to share and learn about composable data systems! Lots of momentum in the space to celebrate with @MetaOpenSource @motherduck @sundeck_io @starburstdata @FireboltHQ, our team @VoltronData & more.
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LLMs unlock capabilities for organizations to chat with data. But what if you want to chat with or ask questions of your own data, stored in different sources? Today we show how to use @langchain and @IbisData. voltrondata.com/resources/us…
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Love to see @IbisData powering #opensource tools! @Google uses Ibis in its Data Validation Tool, which helps users ensure their data stays intact after moving it between different backends, including #BigQuery, Teradata, Cloud SQL, and more. voltrondata.com/resources/ho…
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On the third day of @ApacheArrow 🏹 its contributors gave to me: fast, flexible reading & writing of @ApacheParquet files in #Python #rstats & #cpp arrow.apache.org/cookbook/ #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
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Check out this new @github Actions package our team built to help #DevOps teams maximize runners and hit high-velocity CI/CD. Read our blog for access and to learn more. voltrondata.com/resources/ne…
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Big news from the #DataAISummit yesterday: Photon, the @databricks query engine, is pursuing #GPU acceleration with @nvidia. This is the space we’ve worked in for the past 10+ years. Big tech stepping into it is something we celebrate on the blog: voltrondata.com/news/databri…
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Want to use LLMs to chat to or query your own data? Using @IbisData with @langchain you can. Ibis gives users the flexibility needed to connect LLMs to multiple data sources & systems — with a few lines of code. Learn how: voltrondata.com/resources/us…
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Looking for a primer on how @ApacheArrow can work to streamline your applications? Check out "In-Memory Analytics with Apache Arrow" - an essential resource from @zeroshade: packt.link/LZDB2
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Find out what happened when @mim_djo and @MurrayData teamed up to see how fast a 60 million row #Parquet file could be processed, benchmarking numerous data engines. The results might surprise you… Then try it yourself!
voltrondata.com/resources/ho…
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We're working with @MetaOpenSource's #Velox project to improve the developer experience. Together, we'll enable modular, composable accelerated query processing that integrates with the rest of the open source #ApacheArrow ecosystem. Read more: voltrondata.com/news/velox-p…
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We took a dataset that was 3.1 GB compressed, 14 GB uncompressed, and 50GB in memory, almost a hundred files, and 200+ columns… and transformed it into a #Parquet. The results? A compact, fast-to-use, and portable dataset. Check it out: voltrondata.com/resources/sc…
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For the last decade, our team has championed #OpenSource Standards and software development on #GPUs.
Today, our CEO @datametrician takes it to the next level at #HPEdiscover.
Introducing Theseus: the accelerator-native data processing engine.
Now inside @HPE_Ezmeral.
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Our CEO, Josh Patterson (@datametrician) talks using #OpenStandards to augment data systems on the latest episode of @implydata's podcast. Get his take on @ApacheArrow @IbisData @duckdb and the importance of connectivity in the #DataAnalytics ecosystem. bit.ly/3HyrlnI
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On the tenth day of @ApacheArrow 🏹 its contributors gave to me: {reticulate} methods for passing #data between #rstats and #Python for seamless interoperability arrow.apache.org/docs/r/arti… #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
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We worked with @fb_engineering to improve accessibility & UX for #Velox, the #opensource unified execution engine that accelerates DBMS. Now users have more troubleshooting benefits & contribution is easier. Great work @assignUser @raulcumplido!
velox-lib.io/blog/velox-buil…
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Have you thought about using #golang for your #DataScience workflows? When paired with #ApacheArrow and #Parquet you can experience advantages for common use cases. @zeroshade wrote a series of posts covering this topic. First up: how to get started. voltrondata.com/resources/us…
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It's a great day to learn about @IbisData! Listen to @cpcloudy, Principal Engineer at @VoltronData and lead maintainer of the Ibis Project, speak with @digiglean on the @realpython's recent podcast episode "Decoupling Systems to Get Closer to the Data" > buff.ly/3JsfDMP
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Formalized database access for Apache Arrow! The community accepted the Arrow Database Connectivity (aka ADBC) specification. Now applications have a simple API abstraction for moving Arrow data in and out of databases. Learn more here: github.com/apache/arrow-adbc
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Over the past few years @IbisData downloads and adoption have spiked. We caught up with maintainers and contributors to get their perspective – and got a preview of the 4.0 release coming soon. ow.ly/82Fo50MkcIv
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We've added new sessions to #TheDataThread agenda! @DynamicWebPaige, @murraydata, @randyzwitch, @paleolimbot, @marlene_zw and others have joined the lineup. Check out who else is speaking and register today at TheDataThread.com
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We want to extend our sincere gratitude to everyone who gave a talk and attended #TheDataThread (the first event of many!). If you had trouble accessing the platform or couldn't attend, all live and pre-recorded sessions are available here: piped.video/channel/UC6LL0G4…
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On today's blog we’re spotlighting a specific change in the #ApacheArrow 9.0.0 release. Learn how the Arrow C++ execution engine, Acero, drives significant performance gains in Arrow workflows. voltrondata.com/news/improvi…
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Is Apache Arrow Flight SQL on your radar yet? It’s a new columnar database protocol in the @ApacheArrow project. Today on the blog, we cover some of the questions we’ve heard about its capabilities. Check it out! voltrondata.com/resources/ap…
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Want to experiment with Arrow Flight SQL? Our latest blog shows you how to run Flight SQL using a #DuckDB backend — and we give you the code + a pre-built Docker container to get started. voltrondata.com/resources/ru…
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If you need to balance performance and memory limitations, use @IbisData and @duckdb to convert CSV files to @ApacheParquet for increased flexibility and in-memory columnar capabilities. We show you how with the UK Census Data! voltrondata.com/resources/po…
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Revving up our engine for full-stack acceleration 🚀💪We’re thrilled to welcome @chipro @ZhenzhongXu & the @ClaypotAI team to @VoltronData! Read the article by @mr_bumss in @VentureBeat to learn more!
This is a big step for bridging real-time machine learning and accelerating data processing for AI workloads on GPUs. Welcome to Voltron Data, @Claypot! It starts with modular and composable standards for #RealTime… more to come next week 💥💥💥 venturebeat.com/data-infrast…
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This is impressive. A user request came in for an @IbisData #ApacheDruid backend connection. A few hours later, @cpcloudy shipped it. Learn how he did it: voltrondata.com/resources/ne…
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That’s a wrap (pun intended 🎁) on our #twelvedaysofarrow celebration of the @ApacheArrow developer community! The @voltrondata team would like to wish everyone a happy and safe holiday season voltrondata.com/news/happy-h… #opensource #thankyoucommunity 🙌 🙏
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In the NEW #ComposableCodex chapter we make one thing clear: Don't move your data. No really, don’t do it. Learn how composable connectivity standards for data format, access & transport help systems rise above the data sprawl. #ComposableDataSystems
bit.ly/codex-03
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We're proud to be collaborating on this project!
Introducing #Velox, an open source execution engine for data management systems that both unifies & accelerates common data computation engines, like Spark & Presto. Learn how Velox improves computation-intensive data workloads & how you can participate: engineering.fb.com/2022/08/3…
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Voltron Data supports each member of our community in the quest to embrace their true colors. Happy Pride Month! 🌈 #LGBTQIA+ #PrideMonth #Pride2022
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The Wall is coming……and it’s 😱
Fortunately, Chapter 04 of the #ComposableCodex is HERE.
Read The Wall & The Machine to understand the macro trends (and threats) impacting data system performance in the face of #AI.
Available now: bit.ly/codex-04
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On the eighth day of @ApacheArrow 🏹 its contributors gave to me: a cookbook filled with #Python #rstats and #cpp Arrow recipes 📋arrow.apache.org/cookbook/ #twelvedaysofarrow #opensource #thankyoucommunity 🙌 🙏
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PSA: Tomorrow you can learn about @IbisData from @fishnets88 on the @probabl_ai live coding stream! Click the link to see what time it is streaming in your area.
Per suggestion from the crowd, I will be exploring Ibis in the next live coding stream on behalf of @probabl_ai. I'll also do my best to find a fun dataset for this one 🙂
piped.video/live/xoipV_Fh7Nk
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If we didn’t meet at @nvidia #GTC24, watch our session, "Breaking Down The Wall: Accelerator-Native Now" [S63422]. Our cofounder @rodaramburu presents our new benchmark data and shares our vision for accelerating the full data system. buff.ly/3vlRcx5
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Yesterday we showed how to scale down the Census PUMS dataset by transforming it into #Parquet. Today @marlene_zw is back to show the top Python tools to analyze this data @ApacheArrow @IbisData @RAPIDSai CuDF. Check it out!
voltrondata.com/resources/to…
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One week away: See a live demo of our #GPU query engine, Theseus, and learn what Voltron Data is up to. Register now for this 45-min live virtual event hosted by our co-founders, @rodaramburu @keithjkraus with @philbewankenobi running the demo 🔥 buff.ly/3vNCb7A
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