Vacuum in postgres

Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without a …

Our Postgres DB (hosted on Google Cloud SQL with 1 CPU, 3.7 GB of RAM, see below) consists mostly of one big ~90GB table with about ~60 million rows. The usage pattern consists almost exclusively of appends and a few indexed reads near the end of the table. ... 6482261 remain, 0 skipped due to pins, 0 skipped frozen automatic …The bash function below utilizes the CLI tool psql to vacuum analyze tables in a single schema which can be identified by either passing the name of the schema as the first parameter to the function or setting the environment variable PG_SCHEMA: vacuum_analyze_schema() {. # vacuum analyze only the tables in the specified schema.PostgreSQL vacuuming. In order to understand the reason behind the vacuuming process, let's go bit deeper to the PostgreSQL basics. PostgreSQL uses multi-version concurrency control (MVCC) to ensure data consistency and accessibilty in high-concurrency environments. Whenever any transaction begins, it operates in its own …Nov 24, 2021 · 4. You can vacuum a list of tables in one command. vacuum FULL pgbench_accounts, pgbench_history, pgbench_branches, pgbench_tellers; But hopefully you are not really doing FULL, that would almost surely be a mistake. Share. Improve this answer. Follow. answered Nov 24, 2021 at 19:55. 50. autovacuum_vacuum_scale_factor. Specifies a fraction of the table size to add to autovacuum_vacuum_threshold when deciding whether to trigger a vacuum operation. The default is 0.2, which is 20 percent of table size. Set this parameter only in the postgresql.conf file or on the server command line.As per my experience with full vacuums it's definitely helps. we were facing issue where import jobs were taking too much time ~2/3hr and after running this ...Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. With no parameter, …

In PostgreSQL, vacuuming is a crucial process to manage and optimise the performance of your database. When you update or delete records, PostgreSQL doesn’t immediately reclaim that space. Instead, it marks the space occupied by the old versions of rows as available for future reuse.This is where VACUUM comes into play.. VACUUM …Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without … Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. VACUUM causes a substantial increase in I/O traffic, which might cause poor performance for other active sessions. Therefore, it is sometimes advisable to use the cost-based vacuum delay feature. See Section 18.4.4 for details. PostgreSQL includes an "autovacuum" facility which can automate routine vacuum maintenance.The Better Business Bureau is a good place to find accredited vacuum cleaner repair shops near you. The BBB offers information about each company and certifies that the company has...14. You can issue pg_cancel_backend (16967) rather than "pg_terminate_backend ()" (not quite as severe is my understanding). Once you kill that autovacuum process, it will start back up again as you have probably noticed, particularly because it was launched for the reason stated (which was to prevent wraparound).As soon as these points exceed autovacuum_vacuum_cost_limit (200 by default), it makes a pause of autovacuum_vacuum_cost_delay. The reason is that VACUUM uses a lot of resources, so it is slowed down by default, in the hope not to be disruptive to normal operation. However, if autovacuum is too slow, you can end up with …VACUUM; vacuums all the tables in the database the current user has access to. Even though PostgreSQL can autovacuum tables after a certain percentage of rows gets marked as deleted, some developers and DB admins prefer to run VACUUM ANALYZE on tables with a lot of read/write operations on a custom schedule. For …

tl;dr running vacuum analyze is sufficient. Because vacuum analyze is complete superset of vacuum. If you run vacuum analyze you don't need to run vacuum separately. See the discussion on the mailing list archive. Analyze is an additional maintenance operation next to vacuum. It is supposed to keep the statistics up to date …Vacuum cleaners have come a long way since your grandma’s days of cleaning house, and one of the most popular types available today is the stick vacuum. It’s lightweight, easy to h...As for autovacuum_vacuum_cost_delay, in Postgres version 11 it defaults to 20 milliseconds, while in Postgres versions 12 and above it defaults to 2 milliseconds. Autovacuum wakes up 50 times (50*20 ms=1000 ms) every second. Every time it wakes up, autovacuum reads 200 pages.16 Dec 2019 ... Which version of PostgreSQL are you running? You may find that it is doing the VACUUM'ing for you, automatically. If you still want to do this, ...

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From the documentation page:. Tip: Plain VACUUM may not be satisfactory when a table contains large numbers of dead row versions as a result of massive update or delete activity. If you have such a table and you need to reclaim the excess disk space it occupies, you will need to use VACUUM FULL, or alternatively CLUSTER or one of the …autovacuum_vacuum_scale_factor (floating point) Specifies a fraction of the table size to add to autovacuum_vacuum_threshold when deciding whether to trigger a VACUUM. The default is 0.2 (20% of table size). This parameter can only be set in the postgresql.conf file or on the server command line.PostgreSQL - VACUUM FULL does not free space back to the OS. 0. Postgres 8.4 VACUUM FULL performance. 4. Postgres - how much space is required to perform a VACUUM. 3. Checking space availability before a VACUUM FULL (postgres) 3. Reclaim space after a failed VACUUM FULL. 0. VACUUM FULL using another disk.As per my experience with full vacuums it's definitely helps. we were facing issue where import jobs were taking too much time ~2/3hr and after running this ...

VACUUM causes a substantial increase in I/O traffic, which might cause poor performance for other active sessions. Therefore, it is sometimes advisable to use the cost-based vacuum delay feature. See Section 19.4.4 for details. PostgreSQL includes an “autovacuum” facility which can automate routine vacuum maintenance. Jan 23, 2023 · The Basics. Without too much detail, it’s important to know that a VACUUM in PostgreSQL consists of 3 phases: 1. Ingest Phase – Dead tuples are read into maintenance_work_mem. If maintenance_work_memis exhausted, the VACUUM proceeds with the next two phases, then comes back to this phase and picks up where it left off. 2. Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. May 10, 2021 · I identify 1725253 rows via the reltuples column. I confirm my autovacuum settings: autovacuum_vacuum_threshold = 50 and autovacuum_vacuum_scale_factor = 0.2. I apply the formula threshold + pg_class.reltuples * scale_factor, so, 50 + 1725253 * 0.2 which returns 345100.6. It is my understanding that auto-vacuum will start on this table once ... PostgreSQL VACUUM Command — At a Glance. A Stormtrooper Vacuuming Dead Tuples. The PostgreSQL VACUUM Command reclaims space occupied by dead tuples from tables and their …For instance, if VACUUM already found 1 M dead rows and I stop it, is all this information lost? Does VACUUM work in a fully transactional manner ("all or nothing", like a very good number of PostgreSQL processes)? If VACUUM can be safely interrupted without all the work being lost, is there any way to make vacuum work incrementally? …Full vacuum pressure occurs when pounds per square inch, or PSI, reaches zero. PSI is the most common standard to measure pressure. Nonetheless, other measurements also reach zero ...Vacuuming is a necessary aspect of maintaining a healthy and efficient PostgreSQL database. If you have autovacuuming configured, you usually don’t need to think about how and when to execute PostgreSQL VACUUMs at all—the whole process is automatically handled by the database. However, if you are constantly updating or …Vacuuming is a necessary aspect of maintaining a healthy and efficient PostgreSQL database. If you have autovacuuming configured, you usually don’t need to think about how and when to execute PostgreSQL VACUUMs at all—the whole process is automatically handled by the database. However, if you are constantly updating or …Tuning vacuum to prevent DB bloat. There are 2 config parameters which decide when autovacuum is triggered as a reaction to db bloat. One of them is a static component and the other is the dynamic ...Jun 1, 2023 · Parallel vacuum is a feature in PostgreSQL that allows the vacuum process to be run concurrently on multiple cores or processors for the same table, improving the performance of the vacuum operation. This can be especially useful for vacuuming large tables, as it allows the vacuum process to use multiple CPUs to scan and process the table in ... May 17, 2021 · this gets recorded in the postgres system tables and can be seen with select last_vacuum, vacuum_count from pg_stat_all_tables where relname= 'mytable'; However, doing a VACUUM FULL seems to go unrecorded.

VACUUM FULL rewrites the entire contents of the table into a new disk file with no extra space, allowing unused space to be returned to the operating system.

Feb 8, 2024 · The PostgreSQL query planner relies on statistical information about the contents of tables in order to generate good plans for queries. These statistics are gathered by the ANALYZE command, which can be invoked by itself or as an optional step in VACUUM. VACUUM; vacuums all the tables in the database the current user has access to. Even though PostgreSQL can autovacuum tables after a certain percentage of rows gets marked as deleted, some developers and DB admins prefer to run VACUUM ANALYZE on tables with a lot of read/write operations on a custom schedule. For …Advertisement Vacuum cleaners typically last 8 to 12 years, depending on their quality, frequency of use, and general maintenance. By maintaining and repairing your vacuum cleaner ...Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. With no parameter, …This view shows VACUUMs running in all databases, and for tables (relations) from other databases that you can't look up the table name using the view column relid. To identify the databases and tables that need vacuuming next, use queries from Optimizing, monitoring, and troubleshooting VACUUM operations in PostgreSQL. If the server VM …Vacuuming is the process of cleaning up your database by removing dead rows and optimizing its structure. It ensures that your database remains efficient and performs well, even as your data evolves. In the first step, PostgreSQL scans a target table to identify dead tuples and, if possible, freeze old tuples.When shopping for a new vacuum cleaner, you can improve your satisfaction with the end result if you know what to look for. Good vacuum cleaner brands spend a bit more attention on...Connect to the database and issue this command: "VACUUM". This causes a run in "lazy mode" that can be used during normal production use. It is recommended …I am running into problems where Postgres autovacuum processes are interfering with the overall performance of my database. It is making my select, insert, and update queries slower than usual. ... "The answer to almost all vacuuming problems is to vacuum more often, not less, so that each individual vacuum operation has less to clean up."From the documentation page:. Tip: Plain VACUUM may not be satisfactory when a table contains large numbers of dead row versions as a result of massive update or delete activity. If you have such a table and you need to reclaim the excess disk space it occupies, you will need to use VACUUM FULL, or alternatively CLUSTER or one of the …

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May 10, 2021 · I identify 1725253 rows via the reltuples column. I confirm my autovacuum settings: autovacuum_vacuum_threshold = 50 and autovacuum_vacuum_scale_factor = 0.2. I apply the formula threshold + pg_class.reltuples * scale_factor, so, 50 + 1725253 * 0.2 which returns 345100.6. It is my understanding that auto-vacuum will start on this table once ... In PostgreSQL, vacuuming is a crucial process to manage and optimise the performance of your database. When you update or delete records, PostgreSQL doesn’t immediately reclaim that space. Instead, it marks the space occupied by the old versions of rows as available for future reuse.This is where VACUUM comes into play.. VACUUM …May 11, 2023 · Examples of PostgreSQL Vacuum. Let us login using my Postgres user and then open my psql command-prompt using the following commands – sudo su – postgres. Enter the password of the superuser if you are logging in using the superuser. In my case, Postgres is my superuser. psql. Enter the password if set by you while accessing the psql. Whenever rows in a PostgreSQL table are updated or deleted, dead rows are left behind. VACUUM gets rid of them so that the space can be reused. If a table doesn’t get vacuumed, it will get bloated, which wastes disk space and slows down sequential table scans (and – to a smaller extent – index scans). VACUUM also takes …Aug 10, 2018 · Shell. 1. Autovacuum VACUUM thresold for a table = autovacuum_vacuum_scale_factor * number of tuples + autovacuum_vacuum_threshold. With the equation above, it is clear that if the actual number of dead tuples in a table exceeds this effective threshold, due to updates and deletes, that table becomes a candidate for autovacuum vacuum. 6 years, 11 months ago. Viewed 5k times. 3. I have Postgres 9.4.7 and I have a big table ~100M rows and 20 columns. The table queries are 1.5k selects, 150 inserts and 300 updates per minute, no deletes though. Here is my autovacuum config: autovacuum_analyze_scale_factor 0. autovacuum_analyze_threshold 5000. … VACUUM causes a substantial increase in I/O traffic, which might cause poor performance for other active sessions. Therefore, it is sometimes advisable to use the cost-based vacuum delay feature. See Section 19.4.4 for details. PostgreSQL includes an “autovacuum” facility which can automate routine vacuum maintenance. Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. With no parameter, …26 Dec 2019 ... Julie (cloud platform support) ... The NULL values from the select * from pg_stat_progress_vacuum is a known issue which is why the are no visible ...Jun 2, 2021 · Setting autovacuum parameters can either be done globally during table creation (check out postgresql.conf or postgresql.auto.conf), or later on in the process, as shown in the next listing: test=# ALTER TABLE t_foo SET (autovacuum_vacuum_scale_factor = 0.4); ALTER TABLE Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without a … ….

Sep 30, 2020 · VACUUM and ANALYZE are the two most important PostgreSQL database maintenance operations. A vacuum is used for recovering space occupied by “dead tuples” in a table. A dead tuple is created when a record is either deleted or updated (a delete followed by an insert). PostgreSQL doesn’t physically remove the old row from the table but puts ... Full vacuum pressure occurs when pounds per square inch, or PSI, reaches zero. PSI is the most common standard to measure pressure. Nonetheless, other measurements also reach zero ...PostgreSQL 9.3 Determine if Autovacuum is Running. This is specific to Postgres 9.3 on UNIX. For Windows, see this question.. Query Postgres System Table SELECT schemaname, relname, last_vacuum, last_autovacuum, vacuum_count, autovacuum_count -- not available on 9.0 and earlier FROM pg_stat_user_tables;Are you in need of vacuum replacement parts? Whether it’s a broken belt, a worn-out filter, or a malfunctioning motor, finding the right replacement parts for your vacuum can be a ...PostgreSQL - VACUUM FULL does not free space back to the OS. 0. Postgres 8.4 VACUUM FULL performance. 4. Postgres - how much space is required to perform a VACUUM. 3. Checking space availability before a VACUUM FULL (postgres) 3. Reclaim space after a failed VACUUM FULL. 0. VACUUM FULL using another disk.Jun 11, 2018 · What is Vacuum in PostgreSQL? When a delete operation is performed in Postgres, the deleted data is not deleted directly from the disk. The visibility of the rows disappears. Vacuum puts a pointer to the visibility mapping. This pointer shows the block which the data was deleted from which block. It then actually deletes the rows This is also called space bloating in PostgreSQL. VACUUM is the maintenance process that takes care of dealing with a DEAD tuple (rows). SYNTAX : VACUUM [FULL] [FREEZE] [VERBOSE] ANALYZE table_name [ (col1, col2, … col_n) ]; VACUUM reclaims storage occupied by dead tuples (deleted or updated rows). …Just over two years ago, PerceptIn announced an $8 million Series A. The funding followed a $2 million seed round, and found the startup essentially coming out of stealth to showca... Vacuum in postgres, Vacuuming helps optimize database performance and resource usage by: marking dead rows as available to store new data, which helps prevent unnecessary disk …, Then PostgreSQL guys added non-blocking vacuum. But you still had to schedule it yourself. Then some genius made a daemon that ran vacuum automatically for you when the tables needed it. It uses the exact same vacuum command you or I would use, but has a lot of settings, especially default ones, that make it run slower and less …, We have 1 writer and 4 reader instances and have phases of downtime where autovacuum should be able to catch up on cleaning the tables. At some point it seems ..., Summary. VACUUM and ANALYZE are PostgreSQL commands used to optimize the database. GRANT VACUUM, ANALYZE can be used to extend the permission to vacuum and analyze tables to any user. This also can be done by granting the user a predefined role like "pg_vacuum_all_tables" or "pg_analyze_all_tables". This removes …, Parallelism comes to VACUUM. September 2, 2020 / in 2ndQuadrant, Masahiko's Planet PostgreSQL, PostgreSQL, PostgreSQL 13 / by Masahiko Sawada. Vacuum is one of the most important features for reclaiming deleted tuples in tables and indexes. Without vacuum, tables and indexes would continue to grow in size without …, Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without …, Vacuum and Cooling Systems - The vacuum and cooling systems help keep all of the copper tubing from melting. Learn more about the vacuum and cooling systems inside an atom smasher...., Specifies a fraction of the table size to add to autovacuum_vacuum_insert_threshold when deciding whether to trigger a VACUUM. The default is 0.2 (20% of table size). This parameter can only be set in the postgresql.conf file or on the server command line; but the setting can be overridden for individual tables by …, PG Bug reporting form <noreply(at)postgresql(dot)org> To: pgsql-bugs(at)lists(dot)postgresql(dot)org: Cc: exclusion(at)gmail(dot)com: Subject: ... Without …, Jun 11, 2018 · What is Vacuum in PostgreSQL? When a delete operation is performed in Postgres, the deleted data is not deleted directly from the disk. The visibility of the rows disappears. Vacuum puts a pointer to the visibility mapping. This pointer shows the block which the data was deleted from which block. It then actually deletes the rows , This is also called space bloating in PostgreSQL. VACUUM is the maintenance process that takes care of dealing with a DEAD tuple (rows). SYNTAX : VACUUM [FULL] [FREEZE] [VERBOSE] ANALYZE table_name [ (col1, col2, … col_n) ]; VACUUM reclaims storage occupied by dead tuples (deleted or updated rows). …, 28.4. Progress Reporting. PostgreSQL has the ability to report the progress of certain commands during command execution. Currently, the only command which supports progress reporting is VACUUM. This may be expanded in the future. 28.4.1. VACUUM Progress Reporting. Whenever VACUUM is running, the pg_stat_progress_vacuum …, Vacuuming helps optimize database performance and resource usage by: marking dead rows as available to store new data, which helps prevent unnecessary disk …, Jun 29, 2021 · The AUTOVACUUM section in the postgresql.conf file. autovacuum: It is set to ‘on’ by default so it may not be declared exclusively in the shell or terminal. autovacuum_naptime: This parameter is set to 1min or 60s which indicates the duration between consecutive autovacuum calls or wakeups. autovacuum_max_workers: This indicates the number ... , Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without a …, In PostgreSQL, we already support parallelism of a SQL query which leverages multiple cores to execute the query faster. Vacuum is one of the most critical utility operations which helps in controlling bloat, one of the major problems for PostgreSQL DBAs. So, vacuum needs to run really fast to reduce the bloat as early as possible. In …, When it comes to home improvement projects, choosing the right equipment is crucial. If you’re planning to tackle an insulation removal project, renting an insulation removal vacuu..., VACUUM and ANALYZE are the two most important PostgreSQL database maintenance operations. A vacuum is used for recovering space occupied by “dead tuples” in a table. A dead tuple is created when a record is either deleted or updated (a delete followed by an insert). PostgreSQL doesn’t physically remove the old row from the table …, Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without …, MVCC in PostgreSQL — 6. Vacuum. We started with problems related to isolation, made a digression about low-level data structure, then discussed row versions and observed how data snapshots are obtained from row versions. Last time we talked about HOT updates and in-page vacuuming, and today we'll proceed to a well-known …, Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without a …, I'm using PostgreSQL 9.3 on RDS. Once in a while, I run a VACUUM FULL operation on the database. However, such operation can take quite a while and it blocks other tables, so the need to stop the ... Postgres Vacuum in Function. 2. Time taken by VACUUM FULL to reclaim space. 3. Postgres database insert become slow after 10 …, This is an actively running vacuum that deliberately slows itself down (by the amount of autovacuum_vacuum_cost_delay time) to reduce the load on the system. Or is it an unrelated session saying it can't do anything until VACUUMing has finished? You can continue to work, this is a regular background process., This is also called space bloating in PostgreSQL. VACUUM is the maintenance process that takes care of dealing with a DEAD tuple (rows). SYNTAX : VACUUM [FULL] [FREEZE] [VERBOSE] ANALYZE table_name [ (col1, col2, … col_n) ]; VACUUM reclaims storage occupied by dead tuples (deleted or updated rows). …, Periodically, a remote client, etc. connects, reads the table, and executes each specified VACUUM, according to the options specified in the record. The external client updates the row with the last run timestamp, and whatever else you're including in the row. Optionally, you could include fields for duration and change in relation size pre ..., Description. VACUUM reclaims storage occupied by dead tuples. In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables.. Without a …, This view shows VACUUMs running in all databases, and for tables (relations) from other databases that you can't look up the table name using the view column relid. To identify the databases and tables that need vacuuming next, use queries from Optimizing, monitoring, and troubleshooting VACUUM operations in PostgreSQL. If the server VM …, Feb 15, 2022 · 1 Answer. The autovacuum launcher process wakes up regularly and determines – based on the statistical data in pg_stat_all_tables and pg_class and certain parameters settings – if a table needs to be VACUUM ed or ANALYZE d. If yes, it starts an autovacuum worker process that performs the required operation. VACUUM does a lot of things. , VACUUM is currently scanning the heap. It will prune and defragment each page if required, and possibly perform freezing activity. The heap_blks_scanned column ..., In normal PostgreSQL operation, tuples that are deleted or obsoleted by an update are not physically removed from their table; they remain present until a VACUUM is done. Therefore it's necessary to do VACUUM periodically, especially on frequently-updated tables. Without a table_and_columns list, VACUUM processes every table and materialized ... , 22.1.4. The auto-vacuum daemon. Beginning in PostgreSQL 8.1, there is a separate optional server process called the autovacuum daemon, whose purpose is to automate the execution of VACUUM and ANALYZE commands. When enabled, the autovacuum daemon runs periodically and checks for tables that have had a large number of inserted, …, Hg, in terms of vacuum, is an abbreviation for either millimeters or inches of mercury, depending on the type of measurement. Mercury is a metal on the periodic table of elements w..., Jan 23, 2023 · The Basics. Without too much detail, it’s important to know that a VACUUM in PostgreSQL consists of 3 phases: 1. Ingest Phase – Dead tuples are read into maintenance_work_mem. If maintenance_work_memis exhausted, the VACUUM proceeds with the next two phases, then comes back to this phase and picks up where it left off. 2.