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auto_explain Overhead, Postgres Data Lake, Citus Shard Rebalance, SSL Authentication | Scaling Postgres 157

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Manage episode 442671197 series 2140130
Вміст надано creston.jamison@rubytreesoftware.com (Ruby Tree Software Inc) and Creston Jamison. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією creston.jamison@rubytreesoftware.com (Ruby Tree Software Inc) and Creston Jamison або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.

In this episode of Scaling Postgres, we discuss auto_explain's overhead, setting up a Postgres data lake, rebalancing a Citus shared database and implementing SSL authentication.

To get the show notes as well as get notified of new episodes, visit:

https://www.scalingpostgres.com/episodes/157-auto_explain-overhead-postgres-data-lake-citus-shard-rebalance-ssl-authentication/

  continue reading

544 епізодів

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Manage episode 442671197 series 2140130
Вміст надано creston.jamison@rubytreesoftware.com (Ruby Tree Software Inc) and Creston Jamison. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією creston.jamison@rubytreesoftware.com (Ruby Tree Software Inc) and Creston Jamison або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.

In this episode of Scaling Postgres, we discuss auto_explain's overhead, setting up a Postgres data lake, rebalancing a Citus shared database and implementing SSL authentication.

To get the show notes as well as get notified of new episodes, visit:

https://www.scalingpostgres.com/episodes/157-auto_explain-overhead-postgres-data-lake-citus-shard-rebalance-ssl-authentication/

  continue reading

544 епізодів

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In this episode of Scaling Postgres, we discuss new benchmarks as a result of the Planetscale Postgres announcement, various platform improvements and a deep dive into Multigres. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/375-all-the-benchmarks/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how Jira migrated millions of databases, when sigterm does nothing, should you ditch vector search and mastering replication slots. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/374-migrating-millions-of-databases/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the release of Planetscale Postgres and the advantages for bare metal, how often queries are optimal, avoiding UUIDv4 and the summer of upgrade report. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/373-planetscale-postgres/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss some possible futures for Postgres architectures, choosing a multi-tenancy model, vectors in the new SQL standard and one way to perform a blue-green deployment rollback in AWS RDS. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/372-the-future-of-postgres-architecture/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how you use the database can impact its performance, performance of pg_search, fast uploads and some downsides of different upgrade methods. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/371-are-you-hurting-your-performance/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the start of Multigres which is a Vitess for Postgres, pgactive going open source, getting started with logical replication and a summer of upgrades. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/370-new-scale-out-options/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss why and how you could move off of AWS RDS, Snowflake acquires Crunchy Data, reducing your SQL queries and a novel way to migrate to partition tables. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/369-move-off-of-rds/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the benefits of using time-based UUIDv7 vs UUIDv4 for primary keys, how OpenAI uses Postgres, handling locks and methods to migrate to partition tables with low downtime. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/368-4-times-faster-uuid-primary-keys/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss a Postgres VS code extension, service definition files, undead tuples and the benefits of finding out how often a query is run. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/367-how-often-does-that-query-run/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss a top ten dangerous Postgres issues list, importing and exporting statistics, more Postgres 18 beta features and a 20,000 times faster query by fixing an order by limit issue. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/366-20k-faster-order-by-limit/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss async I/O introduced in PG 18 Beta 1, new Postgres releases, PgDog performance and innovative ways to optimize queries. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/365-here-comes-async-io/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss scaling for high volume, why workflows should be Postgres rows, a planner gotcha and ways to resolve planner issues. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/364-scaling-for-high-volume/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss a top ten dos and don't for Postgres, understanding statistics and extended statistics, aligning columns to reduce padding and how to handle disaster recovery. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/363-top-ten-postgres-dos-and-donts/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode, we discuss optimizing for time-series data, indexing vectors, Postgres APT extension packaging and how to optimize queries involving low cardinality data columns. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/362-optimizing-for-time-series-data/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss a roadmap to scaling Postgres, life altering Postgres patterns, making Postgres better with OrioleDB, performance cliffs and efficient use of foreign keys. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/361-roadmap-to-scaling-postgres/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how a new tool pgDog might allow one million client connections to Postgres, novel use cases for pgvector other than semantic search, don't expose port 5432 and Postgres on Kubernetes. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/360-handle-one-million-connections/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we talk about indexes being added to Timescale's column store, processing 1 trillion metrics in Timescale, processing 1 trillion rows in Citus and partitions for deletion use cases. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/359-trillions-of-rows-and-metrics/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, I discuss my experience attending Postgres Conference 2025 and cover some of the highlights of the conference. Interestingly, at least from my perspective, the most well attended talks seemed to cover pg_vector, analytics involving duckdb and partitioning. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/358-postgres-conference-2025/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss best practices, caching monitoring statistics, a new vector extension called VectorChord and the importance of monitoring wait events. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/357-postgres-best-practices/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss immutability and Postgres, the upcoming Postgres Conference in Orlando, extended statistics and usage of default partitions. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/356-is-the-future-immutable/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how Postgres & pg_mooncake achieves top ten Clickbench results, a comparison of Oracle and Postgres transactions, sharding to scale and connection counts. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/355-top-ten-analytics-with-pg_mooncake/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the role of Postgres in the US Treasury online attack, new releases of Postgres, optimizing application of streaming changes and a query that filled a databases disks. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/354-postgres-us-treasury-attack/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how data can flow from your OLTP to parquet files for analytics, parallel queries, view inlining and partitioning advice. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/353-oltp-to-parquet-for-analytics/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how you can always optimize more, avoiding deadlocks, casting & indexes and pg_hint_plan best practices. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/352-you-can-always-optimize-more/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we talk about some features you may want to avoid like commit_delay, index_cleanup off, & logon triggers, a way to detect a table rewrite and a zero downtime upgrade. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/351-features-to-avoid/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss our seven year anniversary, better pg_search performance, reducing table locks, not valid constraints and better group by statistics. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/350-seven-years-of-scaling-postgres/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the dangers of temporary tables, better transparent data encryption, pig the extension wizard, and table level lock considerations. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/349-the-dangers-of-temporary-tables/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss whether the future of containers and Postgres, UUIDv7 commit, and a pg_duckdb interview. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/348-the-future-is-containers/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the new pg_incremental extension for processing data pipelines, a set of Postgres monitoring queries, handling alter table retries and large object dump performance. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/347-easy-incremental-data-processing/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss things I do not do such as use default partitions, play column Tetris, ELT using special data types or create 7+ millions tables in a database. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/346-things-i-do-not-do-in-postgres/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss OrioleDB getting Postgres over 5 times faster, historical OLAP performance, efficient queries and whether you should us track_planning. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/345-over-5x-faster-postgres/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss new releases, collation speed, ZFS performance, insert benchmarking and pglz vs. lz4 performance. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/344-performance-hard-things/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss new Postgres releases and an out-of-band release to address issues, increasing insert performance by 2X, pg_search benchmarks and fast OpenStreetMap loading. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/343-postgres-release-warning/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the read and write performance of Postgres on ZFS, handling URL text identifiers in the database, denormalization and a new pgvector release. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/342-faster-writes-with-zfs/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the future of Postgres upgrades, the usefulness of pg_dump, partitioning with minimal downtime and limitless Aurora. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/341-the-future-of-postgres-upgrades/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss whether you need a vectorizer, different ways to bin or bucket timestamps, addressing a bad plan and advanced psql. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/340-do-you-need-a-vectorizer/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss pg_parquet allowing Postgres to read and write parquet files, other useful extensions, open source bounties, and Postgres gotchas. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/339-postgres-goes-parquet/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the JSON goodies in Postgres 17, trigger recursion, pg_dump as backup and pg_timeseries columnar performance. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/338-json-goodies-in-postgres-17/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how one query runs 77 times faster in Postgres 17, a detailed Postgres 17 performance webinar, using logical replication fail over slots and a discussion on Patroni. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/337-77-times-faster-in-postgres-17/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss more about the features released with Postgres 17, an example of performance improvements, things to watch out for, and the start of Postgres 18. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/336-more-postgres-17-highlights/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the release of Postgres 17, b-tree performance gains, logical replication enhancements and different levels of performance tuning. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/335-postgres-17-released/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss how to optimize your database for analytics, how to speed up counts, improvements to TimescaleDB and why you should stop using serial. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/334-optimizing-for-analytics/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss when select can write, Postgres RC1 is released, Tetris in SQL and copy, swap, drop. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/333-when-select-writes/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss what can happen when queries get slow, backup best practices, Postgres emergencies and the state of Postgres survey. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/332-sometimes-it-is-slow/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss whether pg_dump is a backup tool, the pgMonitor extension, Postgres malware, and application uses for the merge command. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/331-is-pg_dump-a-backup-tool/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the merging of Postgres and DuckDB via the pg_duckdb extension, how this can help the analytics story for Postgres, some ways to improve PG analytics and building a search engine. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/330-splicing-elephant-and-duck-dna/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss PGlite, an embeddable Postgres, postgres.new which adds AI features, new Postgres releases and the performance of synchronous replication. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/329-pglite-embeddable-postgres/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss different get or create implementations, a new pgBouncer version, alter default privileges, and six degrees of separation with Postgres. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/328-implement-get-or-create/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss using Postgres for graph queries, the fastest way to copy data from one table to another, dealing with linux memory overcommit and compression. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/327-postgres-graph-queries/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we talk about speeding up index creation, extensions to track wait events, a row pattern recognition feature and savepoints. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/326-faster-index-creation/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss more ways to keep the superior performance of keyset pagination, how to implement UUIDv7 in SQL functions, how expensive extended statistics are and the benefits of range columns. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/325-faster-paging/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss experiments to achieve four million transaction per second, the importance of extended statistics, parallelism in Postgres and an introduction to window functions. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/324-four-million-tps/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss a breaking change in the new version of PgBouncer, PostgreSQL 17 Beta 2 is released, examination of the new built-in collation provider in PG 17 and Notion's data lake. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/323-pgbouncer-breaking-change/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss an incremental sort instability issue with the Postgres planner, whether we should use foreign keys, how the visibility map works and how to vacuum the template0 database. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/322-postgres-sort-instability/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss the shutdown of Ottertune, how schema changes cause locks and how to avoid them, the benefits of on conflic do nothing, and pgvectorscale. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/321-ottertune-is-dead/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss three organizations scaling their databases to 100 TB and beyond, collation speed, configuring memory and new AI extensions To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/320-100tb-and-beyond/ Want to learn more about Postgres performance? Join my FREE training called Postgres Performance Demystified here: https://www.scalingpostgres.com/courses/postgres-performance-demystified/…
 
In this episode of Scaling Postgres, we discuss a time when Postgres development stopped, two new extensions pg_lakehouse & pg_compare and the upcoming event Posette. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/319-when-postgres-development-stoppped/…
 
In this episode of Scaling Postgres, we discuss all the new features in Postgres 17 Beta 1, some features that did not make it, database collations & sorting and causes of slow commits. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/318-postgres-17-beta-1-released/…
 
In this episode of Scaling Postgres, we discuss a new time-series open source extension called pg_timeseries, Postgres ignoring indexes, JSONB selectivity issues, and geographically distributed multi-tenant applications. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/317-time-series-open-source-extension/…
 
In this episode of Scaling Postgres, we discuss new Postgres releases, optimizing a query to be 1,000 times faster, custom vs. generic plans and the pgtt extension. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/316-new-releases-1000-times-faster-query/…
 
In this episode of Scaling Postgres, we discuss how hacking on Postgres is hard, a notifier pattern for using Listen/Notify, using histograms for metrics and saturated arithmetic. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/315-hacking-on-postgres-is-hard/…
 
In this episode of Scaling Postgres, we discuss performance improvements for pgvector 0.7.0, a guide to vector embeddings, building a Retrieval Augmented Generation app and only allow logins to replicas. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/314-150-times-faster-pgvector/…
 
In this episode of Scaling Postgres, we discuss whether the future of MySQL is Postgres, how to use recursive CTEs, work on OrioleDB, and PG17 performance improvements. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/313-the-future-of-mysql-is-postgres/…
 
In this episode of Scaling Postgres, we cover potential features in Postgres 17 such as explain serialize, verbose copy, pg_buffer_cache_evict, as well as many others. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/312-postgres-17-commit-orama/…
 
In this episode of Scaling Postgres, we discuss a 1,400 times faster max and group by implementation, new quantization capabilities in pgvector, adaptive radix trees and splitting & merging partitions in PG17. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/311-max-group-by-performance/…
 
In this episode of Scaling Postgres, we discuss whether Postgres will pull a Redis, remembering Simon Riggs, built-in collation provider and C.UTF-8 in PG 17 and health checks. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/310-andres-microsoft-postgres-save-linux/…
 
In this episode of Scaling Postgres, we discuss whether Postgres will pull a Redis, remembering Simon Riggs, built-in collation provider and C.UTF-8 in PG 17 and health checks. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/309-will-postgres-pull-a-redis/…
 
In this episode of Scaling Postgres, we discuss high availability's future, a custom sharding solution by Figma, sharding pg_vector queries, and PG17 logical replication failover. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/308-scale-through-sharding/…
 
In this episode of Scaling Postgres, we discuss whether we should be using bytewise or linguistic ordering by default, how to transform data in Postgres, benefits of a transaction_timeout and how to enforce join order. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/307-collation-conundrum/…
 
In this episode of Scaling Postgres, we discuss one configuration change that resulted in an 11,000 times faster query, why Postgres is not using your index, backported PG improvements and parallelism with TOAST. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/306-scalability-limits-from-slru-lock-manager/…
 
In this episode of Scaling Postgres, we discuss one configuration change that resulted in an 11,000 times faster query, why Postgres is not using your index, backported PG improvements and parallelism with TOAST. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/305-11k-faster-configuration-change/…
 
In this episode of Scaling Postgres, we discuss new Postgres releases, performance comparisons between PgBouncer, PgCat and Supavisor, a new extension pg_analytics, and new planner capabilities in PG16. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/304-overhead-of-pg_stat_statements/…
 
In this episode of Scaling Postgres, we discuss new Postgres releases, performance comparisons between PgBouncer, PgCat and Supavisor, a new extension pg_analytics, and new planner capabilities in PG16. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/303-pgbouncer-pgcat-supavisor-fight/…
 
In this episode of Scaling Postgres, we discuss when and how you should use UUIDs or not, how to optimize space with column order and arrays, whether it is better to tune parameters or queries and what devs should know about Postgres with Andrew Atkinson. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/302-uuid-vs-bigint-battle/…
 
In this episode of Scaling Postgres, we discuss how you can build a GPT in 500 lines of SQL code, how to optimize extension loading, the best way to set passwords and being able to change generated columns. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/301-postgres-llm-os-30-times-faster-index-builds/…
 
In this episode of Scaling Postgres, we discuss how you can build a GPT in 500 lines of SQL code, how to optimize extension loading, the best way to set passwords and being able to change generated columns. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/300-postgres-celebration/…
 
In this episode of Scaling Postgres, we discuss how you can build a GPT in 500 lines of SQL code, how to optimize extension loading, the best way to set passwords and being able to change generated columns. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/299-build-a-gpt-in-sql/…
 
In this episode of Scaling Postgres, we discuss hopes for Postgres in 2024, whether you need foreign keys, incremental backups, and five ways of doing not exists. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/298-10-100-times-higher-latency-with-distributed-postgres/…
 
In this episode of Scaling Postgres, we discuss hopes for Postgres in 2024, whether you need foreign keys, incremental backups, and five ways of doing not exists. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/297-postgres-in-2024/
 
In this episode of Scaling Postgres, we discuss the State of Postgres 2023 survey, a repository of Postgres how-tos, ways foreign keys can break and a custom SQL playground. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/296-state-of-postgres-2023/…
 
In this episode of Scaling Postgres, we discuss a 30K messages per second queue built on Postgres, a zero downtime logical replication upgrade, the release of the Supavisor 1.0 connection pooler and PostGIS day. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/295-30k-messages-per-second-queue/…
 
In this episode of Scaling Postgres, we discuss how much observability is needed, avoiding locks during database migrations, a huge Postgres events blogging event and FIPS mode. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/294-how-much-observability-is-needed/…
 
In this episode of Scaling Postgres, we discuss how create statistics can help you get better plans, issues with subtransactions, all about extensions and best practices when indexing timestamps. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/293-better-plans-with-statistics/…
 
In this episode of Scaling Postgres, we discuss using companion databases, multi-tenancy database design, whether SQL is good, and different transaction isolation levels. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/292-companion-databases/…
 
In this episode of Scaling Postgres, we discuss Timescale's performance improvements from adding a query vectorization pipeline, doing blue-green deployments for databases, using reserved_connections and two improvements to null handling. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/291-2-to-4-times-faster-with-vectorization/…
 
In this episode of Scaling Postgres, we discuss my Postgres Performance Starter Kit, new releases of Postgres, removing JIT, and a lightweight message queue. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/290-postgres-releases-equals-reindexing/…
 
In this episode of Scaling Postgres, we discuss new options for Postgres scheduling tools, proper ways to kill processes and explain usage. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/289-postgres-scheduling-opportunities/
 
In this episode of Scaling Postgres, we discuss index corruption from a ICU collation change, another caveat for PgBouncer prepared statements, ways to version data, and using Postgres as a cache. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/288-index-corruption-from-icu-collation-change/…
 
In this episode of Scaling Postgres, we discuss how the new version of pgbouncer could get you 15% to 250% faster query throughput, the availability of using kubernetes snapshots for backup and restore with CloudNativePg and Ruby on Rails Postgres improvements. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/287-15-250-percent-faster-query-throughput/…
 
In this episode of Scaling Postgres, we discuss a new extension that promises substantially faster text search and ranking, an AI content storm, how to work with money and the fastest way to stop Postgres. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/286-20-times-faster-text-search-ranking/…
 
In this episode of Scaling Postgres, we cover a deep dive into indexes from a presentation that includes a decision tree of sorts, how to convert to partitioned tables once you have hundreds of millions of rows and detail about the new pg_stat_io view. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/285-indexing-deep-dive/…
 
In this episode of Scaling Postgres, we discuss whether something is 23 times faster or 1.1 times faster. We also discuss the release of Timescale Vector and whether you can build a queue on Postgres. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/284-23-or-1-times-faster-performance/…
 
In this episode of Scaling Postgres, we discuss how to get 222 times faster analytical queries with columnar storage, a Postgres 16 feature review, the birth of a feature and fuzzy search. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/283-222-times-faster-analytical-queries-with-columnar-storage/…
 
In this episode of Scaling Postgres, we discuss the release of Postgres 16, a Postgres meme, storing files or base64 strings and sharding intelligently. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/282-postgres-16-released-postgres-meme-file-vs-base64-strings-intelligent-sharding/…
 
In this episode of Scaling Postgres, we discuss the benefits and disadvantages of HNSW indexes for working with vector data, configuring vacuum to reduce bloat and optimize performance, the new options available for \watch and all about connections. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/281-hnsw-indexes-vacuuming-bloat-watch-me-now-connections/…
 
In this episode of Scaling Postgres, we discuss the release of Postgres 16 RC1, implementing bi-directional replication, different ways you can set up Postgres parameters and how to handle polymorphism and foreign keys. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/280-postgres-16-rc1-bi-directional-replication-all-about-parameters-foreign-keys-polymorphism/…
 
In this episode of Scaling Postgres, we discuss how pgbouncer can impact a TPS benchmark, partition-wise join & aggregate performance, partitioning a table with billions of rows and cool Postgres 16 features. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/279-tps-benchmark-partition-wise-join-partitioning-billions-postgres-16-features/…
 
In this episode of Scaling Postgres, we discuss how to squeeze the most out of your database, achieving one million connections to Postgres, how to use indexes with LIKE and pgvector HNSW index performance. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/278-squeeze-your-system-one-million-connections-indexing-like-pgvector-hnsw/…
 
In this episode of Scaling Postgres, we discuss new Postgres releases, taking the 2023 State of PostgreSQL survey, partitioning vs. sharding and the fastest way to do bulk loads. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/277-postgres-releases-postgresql-survey-partitioning-sharding-bulk-loading/…
 
In this episode of Scaling Postgres, we discuss the importance of correlation with BRIN indexes, how partitioning can kill performance, 10 tips for beginners and how to track table and index usage. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/276-brin-correlation-poor-partitioning-10-beginner-tips-table-index-usage/…
 
In this episode of Scaling Postgres, we discuss getting rid of vacuum, how to do zero-downtime cut-overs, analyzing the impact of slow networks and seeing a not in optimization. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/275-no-more-vacuum-zero-downtime-cut-over-network-impact-not-in-optimization/…
 
In this episode of Scaling Postgres, we discuss subquery performance, how to avoid excessive locking when doing updates, how to change a columns datatype without excessive locking and lessons from an upgrade outage. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/274-subquery-performance-avoid-update-locking-column-changes-outage-workshop/…
 
In this episode of Scaling Postgres, we discuss how Debian & Ubuntu package Postgres, how ifflat indexes work, in vs any performance and how to log view usage. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/273-debian-ubuntu-packages-ivfflat-indexes-in-vs-any-view-logging/…
 
In this episode of Scaling Postgres, we discuss the release of Postgres 16 Beta 2, the rise of vectors and storing them, Foreign Data Wrapper performance and how to identify unused indexes. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/272-postgres-16-beta-2-rise-of-vectors-fdw-performance-unused-indexes/…
 
In this episode of Scaling Postgres, we discuss how to get 30% faster performance, the downsides of UUIDs, having too much WAL and whether Postgres should use processes or threads. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/271-30-percent-faster-uuid-downsides-growing-wal-processes-vs-threads/…
 
In this episode of Scaling Postgres, we discuss how to handle data skew, tools for Postgres monitoring, how to load data remotely and Postgres documentation. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/270-data-skew-monitoring-remote-access-csv-documentation/…
 
In this episode of Scaling Postgres, we discuss Postgres upgrade struggles, how and why to use hyperloglog, using pgbouncer for session vs. transaction pooling, and methods to scale Postgres. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/269-upgrade-struggles-hyperloglog-pgbouncer-usage-postgres-scaling/…
 
In this episode of Scaling Postgres, we discuss faster COPY in Postgres 16, how to use psql variables, the importance of backup_label and issues with bad character encoding. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/268-faster-copy-psql-variables-backup_label-bad-encoding/…
 
In this episode of Scaling Postgres, we discuss the release of PostgreSQL 16 Beta 1, creating Rust functions with PL/Rust, memory problems related to partitioning and prepared statements, and modeling tags with arrays. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/267-postgres-16-beta-1-rust-functions-partitioning-memory-problems-tags-arrays/…
 
In this episode of Scaling Postgres, we discuss new Postgres releases, EDB Postgres Distributed, a privilege template and real-time dashboards. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/266-postgres-releases-postgres-distributed-privilege-template-real-time-dashboard/…
 
In this episode of Scaling Postgres, we discuss different ways to use pg_stat_statements, how to handle transaction ID wraparound, consultant knowledge and all the videos of CitusCon. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/265-pg_stat_statements-transaction-id-wraparound-consultant-knowledge-cituscon/…
 
In this episode of Scaling Postgres, we discuss the worst part of Postgres, the status of pluggable storage, what makes a busy system and methods for managing different data architectures. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/264-worst-part-pluggable-storage-busy-system-data-architecture/…
 
In this episode of Scaling Postgres, we discuss LZ4 and ZSTD pg_dump compression, how to avoid problems, can triggers simplify and indexes can hurt. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/263-lz4-zstd-compression-avoiding-problems-triggers-simplify-indexes-can-hurt/…
 
In this episode of Scaling Postgres, we discuss the pg_failover_slots extension, how PG16 allows logical decoding on standbys, what are trusted language extensions and how a package manager has been built for them. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/262-pg_failover_slots-standby-logical-decoding-trusted-language-extensions-postgres-package-manager/…
 
In this episode of Scaling Postgres, we discuss how to easily crate a foreign data wrapper to consume an API, present a convenient JSONB cheatsheet, changes to updating the vacuum cost limit and new parallel aggregates. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/261-easy-foreign-data-wrappers-jsonb-cheatsheet-updating-cost-limit-parallel-aggregate/…
 
In this episode of Scaling Postgres, we discuss PL/Rust 1.0 release, row locks, Postgres errors and the new SQL 2023 standard. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/260-plrust-row-locks-postgres-errors-sql-2023/
 
In this episode of Scaling Postgres, we discuss max_wal_size as it relates to recovery time, losing your data with collation changes, getting production ready and highlights coming in Postgres 16. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/258-logical-replication-database-antipatterns-max_wal_size-delete-vs-truncate/…
 
In this episode of Scaling Postgres, we discuss use cases for logical replication, database anti-patterns, how to set max_wal_size and the difference between delete and truncate. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/258-logical-replication-database-antipatterns-max_wal_size-delete-vs-truncate/…
 
In this episode of Scaling Postgres, we discuss Instacart adopting PgCat, binning or bucketing your data by time, the best settings for work_mem and how to avoid bad check constraints. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/257-adopting-pgcat-time-bins-work_mem-settings-bad-constraints/…
 
In this episode of Scaling Postgres, we discuss WAL growing to 11 Terabytes, pgec supporting writes, Patroni 3.0 & Citus for high availability, and setting up PostgREST. To get the show notes as well as get notified of new episodes, visit: https://www.scalingpostgres.com/episodes/255-integer-overflow-user-friendly-permissions-dump-logical-replication-worker-config/…
 
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