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Parameter NameData TypeDescriptionDefault ValueExample 
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ELT AggregateAggregate Revenue
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Not selectedSelected
General Aggregate Functions List

This field set enables you to specify the columns for which to add the aggregate functions. Each aggregate function must be specified as a new row. Click to add a row.

This field set contains the following fields:

  • Aggregate Function
  • Field Name
  • Eliminate duplicates
  • Alias Name
Aggregate FunctionString/Expression/Suggestion

Required. Select the aggregate function to use. Click  to retrieve the list of the supported aggregate functions. The list displays the functions supported by the database that you select in the Account settings. An error is displayed if an account is not configured. See the Troubleshooting section for details. 

Alternatively, you can also enter the name of the aggregate function to use; you must, however, ensure that it is spelled correctly. Otherwise, the Snap displays an error. 

You can use the following aggregate functions:

  • AVG
  • COUNT
  • COUNT_IF
  • MAX
  • MIN
  • SUM

Additionally, the following aggregate functions are available based on the database type:

SnowflakeRedshiftAzure Synapse
  • ANY_VALUE
  • BITAND_AGG
  • BITOR_AGG
  • BITXOR_AGG 
  • BOOLAND_AGG 
  • BOOLOR_AGG
  • BOOLXOR_AGG
  • KURTOSIS
  • MEDIAN
  • MODE 
  • SKEW
  • STDDEV
  • STDDEV_POP
  • STDDEV_SAMP
  • VAR_POP
  • VAR_SAMP
  • APPROXIMATE.COUNT
  • BIT_AND 

  • BIT_OR

  • BOOL_AND

  • BOOL_OR

  • MEDIAN
  • STDDEV_POP
  • STDDEV_SAMP
  • VAR_POP
  • VAR_SAMP
  • APPROX_COUNT_DISTINCT
  • COUNT_BIG
  • GROUPING
  • STDEV

  • STDEVP
  • VAR
  • VARP
Databricks Lakehouse PlatformBigQuery
  • BIT_OR
  • BIT_XOR
  • BOOL_AND
  • BOOL_OR
  • COLLECT_LIST
  • COLLECT_SET
  • EVERY
  • FIRST_VALUE_RESPECT_NULLS
  • FIRST_VALUE_IGNORE_NULLS
  • LAST_VALUE_RESPECT_NULLS
  • LAST_VALUE_IGNORE_NULLS
  • SKEWNESS
  • STDDEV_POP
  • STDDEV_SAMP
  • VAR_POP
  • VAR_SAMP
  • ANY_VALUE
  • BIT_AND
  • BIT_OR
  • BIT_XOR 
  • LOGICAL_AND
  • LOGICAL_OR

See Snowflake Aggregate Functions, Redshift SQL Functions Reference, Aggregate Functions (Transact-SQL), Databricks Built-in Functions Reference, or BigQuery Aggregate Functions in Standard SQL for more information on the respective aggregate function.

N/AAVG
Field NameString/ExpressionRequired. Select the column on which to apply the aggregate function.N/AREVENUE
Eliminate duplicatesCheck box

Select to apply DISTINCT to the column specified in the Field field. This means that the aggregate function is applied only to the unique values in the column. 

Note
titleBehavior with COUNT_IF aggregate function

Selecting this checkbox while using COUNT_IF aggregate function does not eliminate duplicate records in case of Snowflake and BigQuery databases, as there is no native support. However, it eliminates the duplicates from the list of records when used with a Redshift, Azure Synapse, or Databricks Lakehouse Platform (DLP) instance.


Not selectedSelected
Alias NameStringRequired. Specify the column in which to display the result of the aggregate function. You can also reference this name in downstream Snaps to process the data further. N/ATOTAL_REVENUE
Linear Regression Aggregate Functions List 

This field set enables you to specify the columns for which to apply the linear regression aggregate functions.  Each function must be specified as a new row. Click  to add a row.

This field set contains the following fields:

  • Aggregate Function
  • First Field
  • Second Field
  • Alias Name
Aggregate FunctionString/Expression/Suggestion

Required. Select the aggregate function to use. Click  to retrieve the list of the supported linear regression aggregate functions. The list displays the functions supported by the database. An error is displayed if an account is not configured. See the Troubleshooting section for details. 

Alternatively, you can also enter the name of an aggregate function; you must, however, ensure that it is spelled correctly. Otherwise, the Snap displays an error. 

You can use the following aggregate functions:

  • CORR
  • COVAR_POP
  • COVAR_SAMP
  • REGR_AVGX
  • REGR_AVGY
  • REGR_COUNT
  • REGR_INTERCEPT
  • REGR_R2
  • REGR_SLOPE
  • REGR_SXX
  • REGR_SXY
  • REGR_SYY
  • MINHASH (for Snowflake only)
  • OBJECT_AGG (for Snowflake only)

See Snowflake Aggregate FunctionsDatabricks Built-in Functions Reference, or BigQuery Aggregate Functions in Standard SQL for more information on the respective aggregate function.

Info
titleThough not supported natively

BigQuery does not natively support the above list of Linear Regression Aggregate Functions. However, SnapLogic provides you with the ability to use these functions with BigQuery through a series of internal query rewrites.


N/ACORR
First Field
String/ExpressionRequired. Specify the first column on which to apply the linear regression aggregate function.N/AREVENUE_LOC1

Second Field

String/ExpressionRequired. Specify the second column on which to apply the linear regression aggregate function.N/AREVENUE_LOC2
Alias NameStringRequired. Specify the column in which to display the result of the aggregate function. You can also reference this name in downstream Snaps to process the data further.N/ALINREGAGG_REVENUE
Aggregate Concatenation Functions List (Not valid for Databricks Lakehouse Platform)

This field set enables you to specify the list of aggregate concatenation functions to be used for aggregation. The list displays the functions supported by the database that you select in the Account settings. Each function must be specified as a new row. Click  to add a row.

This field set contains the following fields:

  • Aggregate Concatenation Function
  • Field Name
  • Alias Name
  • Delimiter

Aggregate Concatenation Function

String/Expression/Suggestion

Required. Select the aggregate concatenation function to use. Click  to retrieve the list of the supported functions. The list displays the functions supported by the database that you select in the Account settings. An error is displayed if an account is not configured. See the Troubleshooting section for details. 

Alternatively, you can also enter the name of the aggregate concatenation function to use; you must, however, ensure that it is spelled correctly. Otherwise, the Snap displays an error. 

You can use the following aggregate functions:

SnowflakeRedshiftAzure Synapse
  • LISTAGG
  • LISTAGG_DISTINCT
  • ARRAY_AGG
  • ARRAY_AGG_DISTINCT
  • LISTAGG
  • DISTINCT_LISTAGG
  • STRING_AGG
BigQuery

  • ARRAY_AGG
  • ARRAY_AGG_DISTINCT
  • ARRAY_CONCAT_AGG
  • STRING_AGG
  • STRING_AGG_DISTINCT


See Snowflake Aggregate Functions, Redshift SQL Functions ReferenceAggregate Functions (Transact-SQL), or BigQuery Aggregate Functions in Standard SQL for more information on the respective aggregate function.

N/ALISTAGG

Field Name

String/ExpressionRequired. Specify the column name to apply the concatenation function.N/ANEW_LOCATIONS

Alias Name

StringRequired. Specify the column in which to display the result of the concatenation function. You can also reference this name in downstream Snaps to process the data further.N/AUNIQUE_LOCS_LIST

Delimiter

String/ExpressionSpecify the delimiting character (string constant) to be used to separate the concatenated values., (comma); (semi-colon)
Percentile Distribution Functions List (Not valid for Azure Synapse, Databricks Lakehouse Platform, BigQuery)

This field set enables you to specify the list of percentile distribution functions to be used for aggregation. The list displays the functions supported by the database that you select in the Account settings. Each function must be specified as a new row. Click  to add a row.

This field set contains the following fields:

  • Percentile Distribution Function
  • Percentile
  • Alias Name

Percentile Distribution Function

String/Expression/Suggestion

Required. Select the percentile distribution function to use. Click  to retrieve the list of the supported functions. The list displays the functions supported by the database that you select in the Account settings. An error is displayed if an account is not configured. See the Troubleshooting section for details. 

Alternatively, you can also enter the name of the percentile distribution function to use; you must, however, ensure that it is spelled correctly. Otherwise, the Snap displays an error. 

You can use the following aggregate functions:

SnowflakeRedshiftAzure Synapse
  • PERCENTILE_DISC
  • PERCENTILE_CONT
  • APPROXIMATE_PERCENTILE_DISC
  • PERCENTILE_CONT
None

See Snowflake Aggregate Functions or Redshift SQL Functions Reference for more information on the respective aggregate function.

N/A

PERCENTILE_DISC

Percentile String/ExpressionRequired. Specify the percentile value to be considered for applying the percentile distribution function.N/A0.8 (80th percentile)
Alias NameStringRequired. Specify the column in which to display the result of the percentile distribution function. You can also reference this name in downstream Snaps to process the data further.N/AREVENUE_CPERCENTILE
GROUP BY Fields List

This field set enables you to specify the columns for which to use the GROUP BY clause. Each column must be specified in a new row. Click + to add a row.

This field set contains the following field:

  • GROUP BY Field
GROUP BY FieldString/ExpressionSpecify the column in which to add the GROUP BY clause.N/A

GRADE

GENDER

ORDER-BY Fields (Aggregate Concatenation Functions Only)

This field set enables you to specify the columns by which to sort the output data set. Each column must be specified in a new row. Click + to add a row.

This field set contains the following fields:

  • ORDER BY Field
  • Sort Order
  • Null Value Sort Preference
ORDER BY FieldString/ExpressionSpecify the column by which to sort the output data set.N/A

GRADE

GENDER

Sort OrderDrop-down listChoose one of the possible sort orders - ASC (ascending) or DESC (descending) for the output data set.ASCDESC
Null Value Sort PreferenceDrop-down listChoose where in the sort order do the null values, if any, in the ORDER BY Field be placed - NULLS FIRST (at the beginning) or NULLS LAST (at the end)NULLS FIRSTNULLS LAST

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