James Taylor created PHOENIX-4550:
-------------------------------------

             Summary: Allow declaration of max columns on base physical table
                 Key: PHOENIX-4550
                 URL: https://issues.apache.org/jira/browse/PHOENIX-4550
             Project: Phoenix
          Issue Type: Bug
            Reporter: James Taylor


By declaring the max number of columns on a base table, we can optimize the 
storage for SINGLE_CELL_ARRAY_WITH_OFFSETS by not storing null values for the 
columns preceding the initial column of a view. This will make a huge 
difference in storage when you have a base table with many views. For example:

{code}
-- Declare that the base table will have no more than 10 columns
CREATE IMMUTABLE TABLE base (k1 VARCHAR, prefix CHAR(3) v1 DATE,
    CONSTRAINT pk PRIMARY KEY (k1, prefix))
    MULTI_TENANT = true,
    MAX_COLUMNS = 10;
CREATE VIEW v1(k2 VARCHAR PRIMARY KEY, v2 VARCHAR, v3 VARCHAR)
    AS SELECT * FROM base WHERE prefix = 'A00';
CREATE VIEW v2(k2 VARCHAR PRIMARY KEY, v2 VARCHAR, v3 VARCHAR);
    AS SELECT * FROM base WHERE prefix = 'A10';
...
{code}

As the number of views grow, the difference between the base table column 
encoding (column #1) and the starting column number of the view (since the 
starting offset is determined by an incrementing value on the base table) will 
increase. This bloats the storage as we need to store null values for column 
encodings between the base table column and the starting column of the view.

Instead, we'll pass through the MAX_COLUMNS value for queries and anything 
column encoding less than this we know it'll be at the start. Anything greater 
and we'll start the search from <column encoding> - <minimum view column 
encoding>.



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