Snowflake - Execute

Overview

You can use this Snap to execute arbitrary Snowflake SQL. This Snap works only with single queries.
Note: The Snap substitutes the valid JSON paths that are defined in the WHERE clause for queries/statements with the values present in the incoming document. If the incoming document does not carry a substituting value, the document is written to the error view. If the Snap executes a SELECT query, it merges the query results into the incoming document and overwrites the values of all existing keys. On the other hand, the Snap writes the original document if there are no results from the query. If an output view is available and an UPDATE/INSERT/MERGE/DELETE statement is executed, the original document that was used to create the statement becomes output with the status of the statement executed.

Snowflake Execute Configuration

Prerequisites

You must have minimum permissions on the database to execute Snowflake Snaps. To understand if you already have them, you must retrieve the current set of permissions. The following commands enable you to retrieve those permissions:

SHOW GRANTS ON DATABASE <database_name>
          SHOW GRANTS ON SCHEMA <schema_name>
          SHOW GRANTS TO USER <user_name>
Security Prererequisites
You must have the following permissions in your Snowflake account to execute this Snap:
  • Usage (DB and Schema): Privilege to use the database, role, and schema.
  • Create table: Privilege to create a table on the database. role, and schema.
The following commands enable minimum privileges in the Snowflake console:
grant usage on database <database_name> to role <role_name>;
grant usage on schema <database_name>.<schema_name>;

grant "CREATE TABLE" on database <database_name> to role <role_name>;
grant "CREATE TABLE" on schema <database_name>.<schema_name>;

Learn more about Snowflake privileges: Access Control Privileges.

Internal SQL Commands

The permissions to grant for usage on database and creating tables depend on the queries you provide in this Snap.

Limitations

  • User-defined functions (UDFs) created in the Snowflake console can be executed using Snowflake - Execute Snap. See Execute-Snowflake Execute Snap supports UDFs in examples.

  • The Snap may break existing Pipelines if the JDBC Driver is updated to a newer version. s
    Note: Snowflake Execute and Multi-Execute Snaps may break existing Pipelines if the JDBC Driver is updated to a newer version.

    With the updated JDBC driver (version 3.12.3), the Snowflake Execute and Multi-Execute Snaps' output displays a Status of "-1" instead of "0" without the Message field upon successfully executing DDL statements. If your Pipelines use these Snaps and downstream Snaps use the Status field's value from these, you must modify the downstream Snaps to proceed on a status value of -1 instead of 0.

    This change in the Snap behavior follows from the change introduced in the Snowflake JDBC driver in version 3.8.1:

    "Statement.getUpdateCount() and PreparedStatement.getUpdateCount() return the number of rows updated by DML statements. For all other types of statements, including queries, they return -1."

Known Issues

Because of performance issues, all Snowflake Snaps now ignore the Cancel queued queries when pipeline is stopped or if it fails option for Manage Queued Queries, even when selected. Snaps behave as though the default Continue to execute queued queries when the Pipeline is stopped or if it fails option were selected.

Behavior change

  • In 4.26, when the stored procedures were called using the Database Execute Snaps, the queries were treated as write queries instead of read queries. So the output displayed message and status keys after executing the stored procedure.
  • In 4.27, all the Database Execute Snaps run stored procedures correctly, that is, the queries are treated as read queries. The output now displays message key, and OUT params of the procedure (if any). The status key is not displayed.
  • If the stored procedure has no OUT parameters, only the message key is displayed with value success.
  • From 4.30 Release, the Snowflake Execute Snap writes the output value as-is for FLOAT or DOUBLE datatype columns if these columns have the value as NaN (Not a Number). Earlier, the Snap displayed an exception error when the FLOAT or DOUBLE datatype column has the value as NaN. This behavior is not backward compatible.
Note: If you have any existing pipelines that are mapped with status key or previous description then those pipelines will fail. So, you might need to revisit your pipeline design.

Snap views

View Description Examples of upstream and downstream Snaps
Input The SQL statement to execute. If the Where clause is defined, then the clause substitutes incoming values for a given expression.
Output If an output view is available and an update/insert/merge/delete statement was executed, then the original document that was used to create the statement will be output with the status of the executed statement.
Error

Error handling is a generic way to handle errors without losing data or failing the Snap execution. You can handle the errors that the Snap might encounter when running the pipeline by choosing one of the following options from the When errors occur list under the Views tab. The available options are:

  • Stop Pipeline Execution Stops the current pipeline execution when an error occurs.
  • Discard Error Data and Continue Ignores the error, discards that record, and continues with the remaining records.
  • Route Error Data to Error View Routes the error data to an error view without stopping the Snap execution.

Learn more about Error handling in Pipelines.

Snap settings

Legend:
  • Expression icon (): Allows using JavaScript syntax to access SnapLogic Expressions to set field values dynamically (if enabled). If disabled, you can provide a static value. Learn more.
  • SnapGPT (): Generates SnapLogic Expressions based on natural language using SnapGPT. Learn more.
  • Suggestion icon (): Populates a list of values dynamically based on your Snap configuration. You can select only one attribute at a time using the icon. Type into the field if it supports a comma-separated list of values.
  • Upload : Uploads files. Learn more.
Learn more about the icons in the Snap settings dialog.
Field / Field set Type Description
Label String Required. Specify a unique name for the Snap. Modify this to be more appropriate, especially if there are more than one of the same Snap in the pipeline.
SQL Statement String/Expression Required. Specify the Snowflake SQL statement to execute on the server.
Note: We recommend you to add a single query in the SQL Statement field.

Document value substitution is performed on literals starting with '$', for example, $people.name is substituted with its value available in the incoming document.

In DB Execute Snaps, if the Snowflake SQL statement is not an expression, the JSON path, such as $para, is allowed in the WHERE clause only.

If the query statement starts with SELECT (case-insensitive), the Snap regards it as a select-type query and executes once per input document. If not, the Snap regards it as a write-type query and executes in batch mode.

This Snap does not allow you to inject Snowflake SQL, for example, select * from people where $columnName = abc.

Only values can be substituted since it uses prepared statements for execution, which, for example, results in select * from people where address = ?.

Without using expressionsUsing expressions
  • "EMPNO=$EMPNO and ENAME=$EMPNAME"
  • email = $email
  • emp=$emp
  • "emp='" + $emp + "'"
  • "EMPNO=" + $EMPNO + " and ENAME='" + $EMPNAME+ "'"
Note: Using expressions that join strings together to create SQL queries or conditions has a potential SQL injection risk and is hence unsafe. Ensure that you understand all implications and risks involved before using concatenation of strings with '=' Expression enabled.
Note:
  • If '$' is not part of the JSON path, escape it as "\$" so that it can be executed as it is, such as SELECT \$2, \$3 FROM mytable. If the character before '$' is alphanumeric, there is no need to escape '$'. For example, SELECT metadata$filename ...

  • When an escape character is an integral part of an expression-enabled query statement, precede it with another escape character.For example, if you enable expression for the SQL statement property, precede the backslash with another backslash when entering such a statement. See the following image:

  • The '$' sign and identifier characters, such as double quotes (“), single quotes ('), or back quotes (`), are reserved characters and should not be used in comments or for purposes other than their originally intended purpose.
Note: Single quotes in values must be escaped

Any relational database (RDBMS) treats single quotes (') as special symbols. So, single quotes in the data or values passed through a DML query may cause the Snap to fail when the query is executed. Ensure that you pass two consecutive single quotes in place of one within these values to escape the single quote through these queries.

If String To pass this value Use
Has no single quotes Schaum Series 'Schaum Series'
Contains single quotes O'Reilly's Publication 'O''Reilly''s Publication

Default value: N/A

Example: INSERT into SnapLogic.book (id, book) VALUES ($id,$book)

Query type Dropdown list/Expression Select the type of query for your SQL statement (Read or Write). When Auto is selected, the Snap tries to determine the query type automatically. If the execution result of the query is not as expected, you can change the query type to Read or Write.

Default value: Auto

Example: Read

Pass through Checkbox Select this checkbox to enable the Snap to pass the input document to the output view under the key named original. This option applies only to the Execute Snaps with SELECT statement.

Default status: Selected

Ignore empty result Checkbox Select this checkbox to not write any document to the output view when a SELECT operation does not produce any result. If this checkbox is not selected and the Pass-through checkbox is selected, the input document is passed through to the output view.

Default status: Deselected

Number of Retries Integer Specify the maximum number of attempts to be made to receive a response. The request is terminated if the attempts do not result in a response.
  • If the Number of retries value is set to 0 (the default value), the retry option is disabled, and the Snap does not initiate a retry. The pipeline will not attempt to retry the operation in case of a failure—any failure encountered during the database operation will immediately result in the pipeline failing without any retry attempts to recover from the errors.
  • If the value is larger than 0, the Snap first downloads the target file into a temporary local file. If any error occurs during the download, the Snap waits for the time specified in the retry interval and attempts to download the file again from the beginning. When the download is successful, the Snap streams the data from the temporary file to the downstream pipeline. All temporary local files are deleted when they are no longer needed.

Minimum Value: 0

Note: Ensure that the local drive has sufficient free disk space to store the temporary local file.

Default value: 0

Example: 3

Retry interval (seconds) Integer Specify the time interval between two successive retry requests. A retry happens only when the previous attempt resulted in an exception.

Default value: 1

Example: 10

Use Result Query Checkbox

Select this checkbox to write the query execution result to the Snap's output view after the successful execution. The output of the Snap will be enclosed within the key Result Query, and the value will be the actual output produced by the SQL query. See the example Snowflake Execute with Use Result Query enabled to know more about this option.

This option allows users to effectively track the query's execution by clearly indicating the successful execution and the number of records affected, if any, after the execution.

Default status: deselected

Handle Timestamp and Date Time Data Dropdown list Choose an option for handling timestamp and date time data. The available options are:
  • Default Date Time format in UTC Time Zone: The Snowflake date time data are represented in UTC Time Zone.
  • SnapLogic Date Time format in Regional Time Zone: The Snowflake date time data are represented in the same regional time zone value, as provided in the Snowflake account.
Note: Recommendation: If you use the Timestamp TZ and Timestamp LTZ in this Snap, we recommend you to use SnapLogic Date Time format in Regional TimeZone to ensure that you get the Timestamp data output of the target table in the same format as in the source table.

Source Table

Target Table

Manage Queued Queries Dropdown list Select an option from the list to determine whether the Snap should continue or cancel the execution of the queued Snowflake Execute SQL queries when you stop the pipeline. The available options are:
  • Continue to execute queued queries when pipeline is stopped or if it fails
  • Cancel queued queries when pipeline is stopped or if it fails
Note: If you select Cancel queued queries when the pipeline is stopped or if it fails, then the read queries under execution are canceled, whereas the write type of queries under execution are not canceled. Snowflake internally determines which queries are safe to be canceled and cancels those queries.

Default value: Continue to execute queued queries when the Pipeline is stopped or if it fails

Example: Cancel queued queries when the pipeline is stopped or if it fails

Snap execution Dropdown list Choose one of the three modes in which the Snap executes.
Available options are:
  • Validate & Execute. Performs limited execution of the Snap and generates a data preview during pipeline validation. Subsequently, performs full execution of the Snap (unlimited records) during pipeline runtime.
  • Execute only. Performs full execution of the Snap during pipeline execution without generating preview data.
  • Disabled. Disables the Snap and all Snaps that are downstream from it.