Learn how to get the best performance and scale your PostgreSQL database with our weekly shows. Receive the best content curated from around the web. We have a special focus on content for developers since your architecture and usage is the key to getting the most performance out of PostgreSQL.
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Scaling Postgres


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Episode 222 Postgres 15 Beta 2, Concerning Locks, Vacuum Tuning, Transaction Anomalies
17:47
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In this episode of Scaling Postgres, we discuss psql shortcuts, how to debug deadlocks, how to find & stop queries and how to understand and use SCRAM authentication. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-15-beta-2-released-2479/ https:/…
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Episode 221 psql Shortcuts, Debugging Deadlocks, Find & Stop Queries, Using SCRAM
17:36
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17:36
In this episode of Scaling Postgres, we discuss psql shortcuts, how to debug deadlocks, how to find & stop queries and how to understand and use SCRAM authentication. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://elephas.io/psql-helper-managing-connections-and-simplifying-queries/ http…
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Episode 220 PG 14.4 Release, Subscription Skip, Using Schemas, Open Source Citus
18:58
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18:58
In this episode of Scaling Postgres, we discuss a PG 14.4 release, how to skip transactions with logical replication, how to use schemas and Citus going fully open source. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-144-released-2470/ https://…
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Episode 219 Out-Of-Cycle Release, Should You Upgrade, Postgres Survey, Automatic Indexing
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12:35
In this episode of Scaling Postgres, we discuss a Postgres 14 out-of-cycle release next week, whether you should upgrade, the state of Postgres survey and a tool for automatic indexing. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode:By Creston Jamison
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Episode 218 PG14 Index Bug, View Permissions, Logical Replication Conflicts, AlloyDB Under the Hood
17:04
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17:04
In this episode of Scaling Postgres, we discuss a severe bug with index creation in Postgres 14, view permissions options, dealing with logical replication conflicts and looking under the hood of AlloyDB. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://pganalyze.com/blog/5mins-postgres-1…
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Episode 217 Schema Change Mistakes, Canceling Statements, pg_rman, Pedantry Removal
16:34
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16:34
In this episode of Scaling Postgres, we discuss mistakes you can make when doing schema changes, how best to cancel statements, looking into pg_rman, and looking at a pedantry removal. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://postgres.ai/blog/20220525-common-db-schema-change-mista…
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Episode 216 PG 15 Beta 1 Release, Query Breakdown, Sort Performance, Prepared vs. Partitioned
13:51
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13:51
In this episode of Scaling Postgres, we discuss the Beta 1 release of Postgres 15, optimizing a query by breaking it down, improvements to sort performance and prepared statements for partitioned tables. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgr…
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Episode 215, New Releases, AlloyDB, Time Zones, Connecting to Postgres
17:14
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17:14
In this episode of Scaling Postgres, we discuss parallel server-side backup compression, IO in Postgres, parquet files and the new pg_stat_monitor extension. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-143-137-1211-1116-and-1021-released-2449/…
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Episode 214 Backup Compression, Postgres IO, Parquet Files, pg_stat_monitor
19:30
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19:30
In this episode of Scaling Postgres, we discuss parallel server-side backup compression, IO in Postgres, parquet files and the new pg_stat_monitor extension. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: http://rhaas.blogspot.com/2022/05/parallel-server-side-backup-compression.html https://www…
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Episode 213 Planner Optimization, Fish to Elephants, Large Databases, Spatial Data
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15:55
In this episode of Scaling Postgres, we discuss ways you can optimize the planner, becoming part of the Postgres Community, considerations for large databases and mapping three different types of spatial data. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.aha.io/engineering/article…
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Episode 212 Slow Queries, 4TB Upgrade, Postgres on ZFS, Storage Stampede
21:24
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21:24
In this episode of Scaling Postgres, we discuss dealing with slow queries, upgrading a 4TB database, running Postgres on ZFS and handling a storage stampede. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://pgdash.io/blog/slow-queries-postgres.html https://retool.com/blog/how-we-upgraded-…
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Episode 211 Multiranges, Missing Metrics, Newbie PostGIS, Conference Videos
11:18
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In this episode of Scaling Postgres, we discuss working with multiranges, missing Postgres metrics, PostGIS for newbies and videos from CitusCon. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.cybertec-postgresql.com/en/multiranges-in-postgresql-14/ https://coroot.com/blog/pg-missin…
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Episode 210 Date Time Bins, Search Every Field, JSON_TABLE, Picking Primary
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In this episode of Scaling Postgres, we discuss how to bin date times, search every field of a table, use JSON_TABLE and methods for a client to pick the primary database. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.cybertec-postgresql.com/en/postgresql-mapping-timestamps-date_bi…
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Episode 209 Tidy Vacuum, Dropping Roles, Merge Command, PgBouncer Tutorial
14:15
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14:15
In this episode of Scaling Postgres, we discuss how to optimize vacuum, how to drop roles, the new merge command in PG15 and a pgbouncer tutorial. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.enterprisedb.com/blog/pg-phriday-tidying-vacuum https://www.cybertec-postgresql.com/en/dr…
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Episode 208 pgbouncer Released, Query Parameter Types, Lateral Joins, Security Invoker Views
12:15
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12:15
In this episode of Scaling Postgres, we discuss a new version of pgbouncer, query parameter types, a performance improvement from a lateral join and security invoker views. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: http://www.pgbouncer.org/2022/03/pgbouncer-1-17-0 https://www.cybertec-post…
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Episode 207 Autovacuum Configuration, Duplicate Key Violations, Pipelining, Tuning max_wal_size
17:55
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17:55
In this episode of Scaling Postgres, we discuss how best to configure autovacuum, the dangers of duplicate key violations, how to set up pipelining, and how to tune max_wal_size. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.depesz.com/2022/03/13/is-my-autovacuum-configured-properl…
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Episode 206 100x Optimizations, Auditing, Document Schema Designs, Checksums
17:52
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17:52
In this episode of Scaling Postgres, we discuss 100x optimizations, how to audit table activity, designing schemas and how to set up table checksums. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://towardsdatascience.com/how-we-optimized-postgresql-queries-100x-ff52555eabe https://supaba…
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Episode 205 Indexing With tsearch, Tuples Not Yet Removable, Wicked Problems, Pattern Matching
9:57
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9:57
In this episode of Scaling Postgres, we discuss the best ways to index with tsearch, what to check if tuples are not yet removable, wicked problems with Postgres and different pattern matching techniques. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.depesz.com/2022/03/01/how-to-in…
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Episode 203 Saving Space, Working with TOAST, Protecting Data, High CPU Utilization
12:12
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12:12
In this episode of Scaling Postgres, we discuss the new releases of Postgres, a hairy upgrade incident, why slowing down can make you go faster and using loadable modules for WAL archiving. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.depesz.com/2022/02/13/how-much-disk-space-you-…
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Episode 202 New Postgres Releases, A Hairy Incident, Slow Down To Go Faster, Loadable Module Archiving
12:50
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12:50
In this episode of Scaling Postgres, we discuss the new releases of Postgres, a hairy upgrade incident, why slowing down can make you go faster and using loadable modules for WAL archiving. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-142-136-1…
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Episode 201 JSONB Performance, Bidirectional Replication, Most Recent Record, PG14 JSON
15:17
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15:17
In this episode of Scaling Postgres, we discuss JSONB performance, bidirectional replication, getting the most recent record and using JSON in Postgres 14. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.evanjones.ca/postgres-large-json-performance.html https://pganalyze.com/blog/5mi…
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Episode 200 5 Minutes of Postgres | Unnest | SCRAM | Multi-master Review
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In this episode of Scaling Postgres, we discuss the new series 5 minutes of Postgres, using unnest, switching to SCRAM authentication and reviewing multi-master solutions. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: 5mins of Postgres E1: Using Postgres statistics to improve bad query plans, …
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Episode 199 Shaped Sample Data | Version Changes | Missed Bottlenecks | Indexes for Newbies
12:18
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12:18
In this episode of Scaling Postgres, we discuss how to generate shaped sample data, track changes between Postgres versions, identify missed bottlenecks and use different index types. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://blog.timescale.com/blog/how-to-shape-sample-data-with-po…
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Episode 198 Monitoring Progress | More SQL | Replication Slot Failover | Postgres Contributors
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14:47
In this episode of Scaling Postgres, we discuss how to monitor DML & DDL progress, using more SQL, one way to handle replication slot fail-over, and recent Postgres contributors. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://postgres.ai/blog/20220114-progress-bar-for-postgres-queries-l…
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Episode 197 Explain Analyze Buffers | Healthier Postgres | 2021 Review | High Availability Aspirations
14:36
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In this episode of Scaling Postgres, we discuss including buffers with explain analyze, having a healthier Postgres DB, the events of 2021 and aspiring for greater high availability solutions. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://postgres.ai/blog/20220106-explain-analyze-needs…
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Episode 196 Easy Recursive CTE | Zheap Undo | High Availability | Loading Data
17:13
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In this episode of Scaling Postgres, we discuss easily writing a recursive CTE, the zheap undo capability, high availability considerations and fast ways to load data. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://dev.to/yugabyte/learn-how-to-write-sql-recursive-cte-in-5-steps-3n88 htt…
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Episode 195 Aurora vs. Postgres | Surprising Transactions | Write-Only & Read-Only | Indexing Advice
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In this episode of Scaling Postgres, we discuss Aurora vs. Postgres, surprising transaction behavior, write-only & read-only database connections and indexing best practices. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster…
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Episode 194 Go Faster | GIN Indexes | Collation Stability | PG14 & Beyond
16:01
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In this episode of Scaling Postgres, we discuss going slower to go faster, GIN indexes, collation stability and features of PG14 and beyond. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://pganalyze.com/blog/gin-index http://rhaas.blogspot.com/2021/11/collation-stability.html https://vyr…
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Episode 193 Entity-Attribute-Value Design | JSON Subscripting | mysql-fdw Push-down | New Regex
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In this episode of Scaling Postgres, we discuss using entity-attribute-value designs, new JSON subscripting capabilities, the mysql-fdw support for aggregate pushdowns and new regex functions in PG 15. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.cybertec-postgresql.com/en/entity-…
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Episode 192 Foreign Key Indexes | Graph Queries | Linux Huge Pages | Text Column Size
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12:40
In this episode of Scaling Postgres, we discuss if foreign keys should have indexes, how to run graph queries, how to configure Linux huge pages and the benefits as well as text size similarities. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.percona.com/blog/should-i-create-an-ind…
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Episode 191 Man-In-The-Middle | pg_auto_failover | Lesser Known Features | LZ4 Compression
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In this episode of Scaling Postgres, we discuss new releases of Postgres due to a man-in-the-middle vulnerability, the high availability solution pg_auto_failover, lesser known Postgres features and LZ4 compression. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about…
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Episode 190 Hello Babelfish | Planner Deconstruction | Exist & Not Exist | Fun With SQL
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12:33
In this episode of Scaling Postgres, we discuss the open sourcing of Babelfish, deconstructing the Postgres planner, when to avoid exist & not exist and having fun with SQL. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://babelfishpg.org/blog/releases/2021/10/babelfish-launch/ https://aw…
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Episode 189 Index Downsides | TCP Keep Alive | Development with Postgres | Learning PL/pgSQL
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In this episode of Scaling Postgres, we discuss the downsides of indexes, TCP keep alive options, developing with Postgres as your DB and learning PL/pgSQL. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://postgres.ai/blog/20211029-how-partial-and-covering-indexes-affect-update-performanc…
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Episode 188 Automatic Indexing | Function Pipelines | With Hold Cursors | Query Scans
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In this episode of Scaling Postgres, we discuss automatic indexing, function pipelines, with hold cursors and the different query scans. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.depesz.com/2021/10/22/why-is-it-hard-to-automatically-suggest-what-index-to-create/ https://blog.ti…
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Episode 187 Sharding | Federation | Linux HugePages | Performance Tuning
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In this episode of Scaling Postgres, we discuss one method to shard a database, federating your database, the benefits of configuring linux HugePages and performance tuning. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.notion.so/blog/sharding-postgres-at-notion https://blog.crunch…
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Episode 186 Select For Update | PGx Framework | Cool Additions | Full-Text Search
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In this episode of Scaling Postgres, we discuss select for update, the pgx framework to generate extensions, cool additions to Postgres 14 and full-text search. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.migops.com/blog/2021/10/05/select-for-update-and-its-behavior-with-foreign-…
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Episode 185 Postgres 14 Released | Using JSON | Not Using Indexes | Sequence Gaps
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21:20
In this episode of Scaling Postgres, we discuss the release of Postgres 14, how best to use JSON, why are your indexes not being used and sequence gaps. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-14-released-2318/ https://www.citusdata.com/bl…
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Episode 184 Postgres 14 RC1 | Little Things | Index Advisor | Million Inserts
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12:38
In this episode of Scaling Postgres, we discuss Postgres 14 RC1, little improvements in PG14, an index advisor and how to handle 1 million insert statements. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-14-rc-1-released-2309/ https://blog.crunc…
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Episode 183 Broken Indexes | Trademark Issues | Percentile vs. Average | Logical Improvements
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In this episode of Scaling Postgres, we discuss one cause of broken indexes, Postgres trademark issues, percentiles vs. averages and logical replication improvements. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://elephanttamer.net/?p=61 https://www.postgresql.org/about/news/trademark-a…
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Episode 182 Boundless Text | Revoked Permissions | Index Bloat | Hardware Performance
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In this episode of Scaling Postgres, we discuss having boundless text fields, revoking public schema permissions, less index bloat in PG14 and comparing hardware performance. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://brandur.org/text https://www.depesz.com/2021/09/10/waiting-for-po…
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Episode 181 Connection Scaling | Cached Sequences | Message Queuing | Harmful Subtransactions
21:59
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21:59
In this episode of Scaling Postgres, we discuss connection scaling, how to cache your sequences, a message queuing implementation and the harms of subtransactions. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://richyen.com/postgres/2021/09/03/less-is-more-max-connections.html https://de…
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Episode 180 Aggregate Filters | Insert-Only & Vacuum | Out-of-sync Sequences | Functional Indexes
16:30
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16:30
In this episode of Scaling Postgres, we discuss how to use aggregate filters, the importance of vacuum with insert-only tables, how to fix out-of-sync sequences and faster functional index options. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://blog.crunchydata.com/blog/fast-flexible-su…
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Episode 179 Foreign Data Wrapper | Timescale Compression | Fuzzy Search | Query Execution
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15:41
In this episode of Scaling Postgres, we discuss how to use foreign data wrappers, compression available in timescaledb, working with fuzzy search and describing Postgres query execution. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://blog.crunchydata.com/blog/understanding-postgres_fdw …
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Episode 178 Postgres Releases | Performance Discussion | Index Types | Index Power Use
15:12
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15:12
In this episode of Scaling Postgres, we discuss new releases for Postgres & pgbouncer, have a performance discussion, describe the different index types and how to use them. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.postgresql.org/about/news/postgresql-134-128-1113-1018-9623-an…
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Episode 177 Planner Workarounds | Grouping Sets | Lateral Join | Not-So-Easy
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In this episode of Scaling Postgres, we discuss ways to work around the planner, working with grouping sets, using a lateral join and not-so-easy Postgres issues. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://heap.io/blog/when-the-postgres-planner-is-not-very-smart https://www.cybertec…
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Episode 176 JSONB vs. Window Functions | Security Checklist | Full-Text Search | NFL Time-Series
18:52
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18:52
In this episode of Scaling Postgres, we discuss JSONB vs. window functions, a Postgres security checklist, implementing full-text search and using NFL timeseries data. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://swarm64.com/post/postgresql-jsonb-vs-window-functions/ https://www.cyber…
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Episode 175 Zheap Status | Sequence Gaps | Efficient Pagination | Set Up Patroni
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13:34
In this episode of Scaling Postgres, we discuss the current status of zheap, the gaps in sequences, how to efficiently paginate and how to set up patroni with etcd and haproxy. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.cybertec-postgresql.com/en/postgresql-zheap-current-status/…
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Episode 174 Lateral Joins | Generating JSON | dbcritic | Fetch First Rows
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15:55
In this episode of Scaling Postgres, we discuss understanding lateral joins, generating JSON with Postgres, the dbcritic utility, and fetch first rows vs. limit. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.cybertec-postgresql.com/en/understanding-lateral-joins-in-postgresql/ http…
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Episode 173 Delayed Replication | Materialized View Permissons | Paranoid Postgres | Memory Overcommit
15:28
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15:28
In this episode of Scaling Postgres, we discuss how to delay replication, working with materialized view permissions, paranoid configuration options and addressing memory overcommit. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.cybertec-postgresql.com/en/simulating-temporal-tables…
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Episode 172 Per-Operation Explain | PG14 Contributions | Foreign Parallel Execution | Incremental View Maintenance
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In this episode of Scaling Postgres, we discuss tracking per-operation explain analyze, Postgres 14 contribution stats, parallel execution on foreign servers and incremental view maintenance. Subscribe at https://www.scalingpostgres.com to get notified of new episodes. Links for this episode: https://www.pgmustard.com/blog/calculating-per-operation…