ColumnStore Distributed Aggregate Functions

MariaDB ColumnStore supports the following aggregate functions, these can be used in the SELECT, HAVING, and ORDER BY clauses of the SQL statement.

FunctionDescription
AVG([DISTINCT] column)Average value of a numeric (INT variations, NUMERIC, DECIMAL) column
CORR(ColumnY, ColumnX)The correlation coefficient for non-null pairs in a group.
COUNT (*, [DISTINCT] column)The number of rows returned by a query or grouping. All datatypes are supported
COVAR_POP(ColumnY, ColumnX)The population covariance for non-null pairs in a group.
COVAR_SAMP(ColumnY, ColumnX)The sample covariance for non-null pairs in a group.
MAX ([DISTINCT] column)The maximum value of a column. All datatypes are supported.
MIN ([DISTINCT] column)The maximum value of a column. All datatypes are supported.
REGR_AVGX(ColumnY, ColumnX)Average of the independent variable (sum(ColumnX)/N), where N is number of rows processed by the query
REGR_AVGY(ColumnY, ColumnX)Average of the dependent variable (sum(ColumnY)/N), where N is number of rows processed by the query
REGR_COUNT(ColumnY, ColumnX)The total number of input rows in which both column Y and column X are nonnull
REGR_INTERCEPT(ColumnY, ColumnX)The y-intercept of the least-squares-fit linear equation determined by the (ColumnX, ColumnY) pairs
REGR_R2(ColumnY, ColumnX)Square of the correlation coefficient. correlation coefficient is the regr_intercept(ColumnY, ColumnX) for linear model
REGR_SLOPE(ColumnY, ColumnX)The slope of the least-squares-fit linear equation determined by the (ColumnX, ColumnY) pairs
REGR_SXX(ColumnY, ColumnX)REGR_COUNT(y, x) * VAR_POP(x) for non-null pairs.
REGR_SXY(ColumnY, ColumnX)REGR_COUNT(y, x) * COVAR_POP(y, x) for non-null pairs.
REGR_SYY(ColumnY, ColumnX)REGR_COUNT(y, x) * VAR_POP(y) for non-null pairs.
STD(), STDDEV(), STDDEV_POP()The population standard deviation of a numeric (INT variations, NUMERIC, DECIMAL) column
STDDEV_SAMP()The sample standard deviation of a numeric (INT variations, NUMERIC, DECIMAL) column
SUM([DISTINCT] column)The sum of a numeric (INT variations, NUMERIC, DECIMAL) column
VARIANCE(), VAR_POP()The population standard variance of a numeric (INT variations, NUMERIC, DECIMAL) column
VAR_SAMP()The population standard variance of a numeric (INT variations, NUMERIC, DECIMAL) column

Note

  • Regression functions (REGR_AVGX to REGR_YY), CORR, COVAR_POP and COVAR_SAMP are supported for version 1.2.0 and higher

Example

An example group by query using aggregate functions is:

select year(o_orderdate) order_year, 
avg(o_totalprice) avg_totalprice, 
max(o_totalprice) max_totalprice, 
count(*) order_count 
from orders 
group by order_year 
order by order_year;

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