stevenzwu commented on code in PR #11041:
URL: https://github.com/apache/iceberg/pull/11041#discussion_r2143429478


##########
format/view-spec.md:
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@@ -42,12 +42,28 @@ An atomic swap of one view metadata file for another 
provides the basis for maki
 
 Writers create view metadata files optimistically, assuming that the current 
metadata location will not be changed before the writer's commit. Once a writer 
has created an update, it commits by swapping the view's metadata file pointer 
from the base location to the new location.
 
+### Materialized Views
+
+Materialized views are a type of view with precomputed results from the view 
query stored as a table.
+When queried, engines may return the precomputed data for the materialized 
views, shifting the cost of query execution to the precomputation step.
+
+Iceberg materialized views are implemented as a combination of an Iceberg view 
and an underlying Iceberg table, the "storage-table", which stores the 
precomputed data.
+Materialized View metadata is a superset of View metadata with an additional 
pointer to the storage table and refresh metadata.
+Refresh metadata contains information about the "source tables", tables 
referenced in the query definition of the materialized view.
+The storage table can be in the states of "fresh", "stale" or "invalid", which 
are determined from the following situations:
+* **fresh** -- The `snapshot_id`s of the last refresh operation match the 
current `snapshot_id`s of the source tables.
+* **stale** -- The `snapshot_id`s do not match, indicating that a refresh 
operation needs to be performed to capture the latest source table changes.
+* **invalid** -- The current `version_id` of the materialized view does not 
match the `refresh-version-id` of the refresh state. 
+
 ## Specification
 
 ### Terms
 
 * **Schema** -- Names and types of fields in a view.
 * **Version** -- The state of a view at some point in time.
+* **Storage table** -- Iceberg table that stores the precomputed data of the 
materialized view.
+* **Source table** -- A table reference that occurs in the query definition of 
the materialized view. The materialized view depends on the data from the 
source tables.
+* **Source view** -- A view reference that occurs in the query definition of 
the materialized view. The materialized view depends on the definitions from 
the source views.

Review Comment:
   MV SQL can reference tables or views. They are called source tables or views.



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