How Query Store collects data

Applies to: yesSQL Server (all supported versions) YesAzure SQL Database YesAzure SQL Managed Instance yesAzure Synapse Analytics

SQL Server Query Store works much like a flight data recorder, constantly collecting compile and runtime information related to queries and plans. Query-related data is persisted in the internal tables and presented to users through a set of views.

Views

The following diagram shows Query Store views and their logical relationships, with compile time information presented as blue entities:

Query Store process views
View descriptions

View Description
sys.query_store_query_text Presents unique query texts executed against the database. Comments and spaces before and after the query text are ignored. Comments and spaces inside text aren't ignored. Every statement in the batch generates a separate query text entry.
sys.query_context_settings Presents unique combinations of plan-affecting settings under which queries are executed. The same query text executed with different plan-affecting settings produces a separate query entry in Query Store because context_settings_id is part of the query key.
sys.query_store_query Query entries that are tracked and forced separately in Query Store. A single query text can produce multiple query entries if it's executed under different context settings or if it's executed outside versus inside different Transact-SQL modules, such as stored procedures and triggers.
sys.query_store_plan Presents estimated plan for the query with the compile time statistics. Stored plan is equivalent to one that you get by using SET SHOWPLAN_XML ON.
sys.query_store_runtime_stats_interval Query Store divides time into automatically generated time windows (intervals) and stores aggregated statistics on that interval for every executed plan. The size of the interval is controlled by the configuration option Statistics Collection Interval (in Management Studio) or INTERVAL_LENGTH_MINUTES using ALTER DATABASE SET Options (Transact-SQL).
sys.query_store_runtime_stats Aggregated runtime statistics for executed plans. All captured metrics are expressed in the form of four statistic functions: Average, Minimum, Maximum, and Standard Deviation.

For more information on Query Store views, see the "Related Views, Functions, and Procedures" section of Monitoring performance by using the Query Store.

Query processing

Query Store interacts with the query processing pipeline at the following key points:

  1. When a query gets compiled for the first time, query text and the initial plan are sent to Query Store.

  2. When a query gets recompiled, the plan is updated in Query Store. If a new plan is created, Query Store adds the new plan entry for the query and keeps the previous ones along with their execution statistics.

  3. Upon the query execution, runtime statistics are sent to Query Store. Query Store keeps aggregated statistics accurate for every plan that was executed within the currently active interval.

  4. During the compile and check for recompile phases, SQL Server determines if there's a plan in Query Store that should be applied for the currently running query. If there's a forced plan and the plan in the procedure cache is different than the forced plan, the query gets recompiled. This is effectively the same way as if PLAN HINT was applied to that query. This process happens transparently to the user application.

The following diagram depicts the points of integration explained in the previous steps:

Query Store process

Remarks

To minimize I/O overhead, new data is captured in-memory. Write operations are queued and flushed to disk afterwards. Query and plan information, shown as Plan Store in the following diagram, are flushed with minimal latency. The runtime statistics, shown as Runtime Stats, are kept in memory for a period of time defined with the DATA_FLUSH_INTERVAL_SECONDS option of the SET QUERY_STORE statement. You can use the Management Studio Query Store dialog box to enter a value for Data Flush Interval (Minutes), which is internally converted to seconds.

Query Store process plan

If the system crashes or a shutdown occurs while using trace flag 7745, Query Store can lose runtime data that has been collected but not yet persisted, up to a time window defined with DATA_FLUSH_INTERVAL_SECONDS. We recommend the default value of 900 seconds (15 minutes) as a balance between query capture performance and data availability.

Important

The Max Size (MB) limit isn't strictly enforced. Storage size is checked only when Query Store writes data to disk. This interval is set by the Data Flush Interval value. If Query Store has breached the maximum size limit between storage size checks, it transitions to read-only mode. If Size Based Cleanup Mode is enabled, the cleanup mechanism to enforce the maximum size limit is also triggered.

Note

If the system is under memory pressure, runtime statistics can be flushed to disk earlier than defined with DATA_FLUSH_INTERVAL_SECONDS.

During the read of the Query Store data, in-memory and on-disk data are unified transparently.

If a session is terminated or the client application restarts or crashes, query statistics won't be recorded.

Query Store process plan information

See also

Monitoring performance by using the Query Store
Best practice with Query Store
Query Store Catalog Views (Transact-SQL)