Oracle - Parallel Load

In this article

Overview

You can use this Snap to insert data parallelly across multi-threaded tasks. Compared to the Oracle Bulk Load Snap, this Snap executes a high-performance data load.

  • The Oracle - Parallel Load Snap always auto-commits its database operations. The Auto commit setting either in the Oracle Thin Account or the Oracle Thin Dynamic Account configured for the Snap does not affect the Snap’s behavior.

  • This Snap supports Kerberos authentication for Oracle.

snap-oracle-parallel-load.png

Snap Type

The Oracle - Parallel Load Snap is a Write-type Snap that writes the specified data in the target table.

Prerequisites

Support for Ultra Pipelines  

Limitations

None.

Known Issues

Both the Schema name and the Table name settings accept schema from upstream Snap and offer suggestions for expressions. However, we recommend that you do not use those suggestions because they cause incorrect behavior.

Snap Views

Type

Format

Number of Views

Examples of Upstream and Downstream Snaps

Description

Type

Format

Number of Views

Examples of Upstream and Downstream Snaps

Description

Input 

Document

 

  • Min: 1

  • Max: 2

  • Mapper

  • Copy

Requires both the Schema name and the Table name to process a specific number of input documents into a prepared insert query and execute all of the prepared input document values on that query as a batch.

Output

Document

 

  • Min: 0

  • Max: 1

  • Mapper

The Snap outputs the number of documents successfully inserted into the target table in the output.

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:

  • Stop Pipeline Execution: Stops the current pipeline execution if the Snap encounters an error.

  • 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.

Learn more about the behavior of the Oracle - Parallel Load Snap with open error views.

Snap Settings

  • Asterisk ( * ): Indicates a mandatory field.

  • Add icon ( ): Indicates that you can add fields in the field set.

  • Remove icon ( ): Indicates that you can remove fields from the field set.

  • Expression icon (): Indicates the value is an expression (if enabled) or a static value (if disabled). Learn more about Using Expressions in SnapLogic.

  • Suggestion icon (): Indicates a list that is dynamically populated based on the configuration.

  • Upload icon (): Indicates that you can upload files. Learn more about managing Files.

Field Name

Field Type

Description

Field Name

Field Type

Description

Label*

 

Default Value: Oracle - Parallel Load
Example: Oracle - Parallel Load

String

Specify the name for the Snap. You can modify this to be more specific, especially if you have more than one of the same Snaps in your pipeline.

 

Schema name

 

Default Value: N/A
Example: Sys

String/Expression

Specify the database schema name.

You can pass the values as expressions using the pipeline parameters but cannot use values from the upstream Snap.

Table name*

 

Default Value: N/A
Example: people

String/Expression

Specify the table on which to execute the load operation.

Create table if not present

 

Default Value: Deselected

Checkbox

 

Select this checkbox to automatically create the target table if it does not exist.

  • If a second input view is configured for the Snap and it contains a document with schema (metadata) from the source table, the Snap creates the new (target) table using the same schema (metadata). However, if the schema comes from a different database, the Snap might fail with the Unable to create table: "<table_name>" error because of data type incompatibility.

  • Without a second input view, the Snap creates a table based on the data types of the columns generated from the first row of the input document (first input view).

Maximum thread count*


Default Value: 0
Example: 20

Integer/Expression

Specify the maximum number of threads allowed to perform data insertions simultaneously. If the value is 0, the Snap automatically sets the number of threads equal to the number of available processors on the system.

Batch capacity*


Default Value: 1000
Example: 500

Integer/Expression

Specify the maximum number of records allowed in a single batch for an insertion task.

Snap memory usage: To gracefully handle failed record insertions, the Snap must retain some input document data in memory during the Snap execution. To calculate the memory usage follow this formula:
Max thread count * Batch capacity * 2 * typical record size
For example, with a Maximum thread count of 4, a Batch capacity of 10,000, and an average record size of 50 bytes, the input document data in Snap memory might peak at 4 million bytes.

Maximum error count*


Default Value: 50 
Example:10

 

Integer/Expression

 

Specify the maximum number of record insertion errors allowed before execution stops on the next error. For example, if you specify a value of 10, the pipeline execution continues until the number of failed records exceeds 10.

Truncate table before load


Default Value: Deselected

Checkbox/Expression

 

Select this checkbox to truncate the target table before loading data.

 

Snap Execution

 

Default Value: 
Example: Validate & Execute

Dropdown list

Select one of the following three modes in which the Snap executes:

  • 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.

Troubleshooting

Error

Reason

Resolution

Error

Reason

Resolution

Pre-load truncation of the target table failed

Either the target table might not exist or a database access error might have occurred when trying to execute the TRUNCATE statement.

Verify your database credentials and ensure the target table exists, then retry.

Unable to determine target table column names

The connection used to retrieve table metadata displayed an exception before closing.

Verify the target table column names and retry.

Behavior of Parallel Load Execution with Open Error Views

The following table describes the expected behavior for the general outcomes of Parallel Load execution when the Snap has an open error view (that is, when you select Route Error Data to Error View for When error occurs).

Committed Database Insertions

Error View

Output Preview

Snap Outcome

Final Snap State

Committed Database Insertions

Error View

Output Preview

Snap Outcome

Final Snap State

All insertions committed.

N/A

One document containing the
<insert_count> field with an integer value indicating the number of successfully inserted records.

All input records are successfully inserted into the target database.

Success

One error document for each record that failed to insert.

One document containing the
<insert_count> field with an integer value indicating the number of successfully inserted records.

Some input records individually fail to insert into the target database, but do not exceed maximum error count.

Success

Insertions made successfully
prior to the Maximum
error count being
exceeded may be
committed.

Multiple error documents, one for each record that failed to insert.
The total number of error documents should be
equal to at least the Maximum
error count plus one, but might be more because of concurrency of attempted insertions.

One document containing the
<insert_count> field with an integer value indicating the number of inserted records successfully
before exceeding maximum
error count.

Enough input records individually fail to insert to exceed the Maximum error count and cause the Snap to end execution early.

Success

Insertions made
successfully prior to the
Snap-failing error may be
committed.

One error document for
each record that individually
failed insertion (if any).

One document containing
<insert_count> field with an integer value indicating the number of inserted records successfully before the (Snap-failing) error.

An error occurs beyond the scope of any individual record.

Failure

Examples

Load 1000 Document Insertions

The following example pipeline demonstrates the use of Parallel Load to insert 1000 documents. This example showcases Parallel Load's efficiency and capability in managing large-scale data insertion tasks.

 

ex-oracle-pl-pipeline.png

Configure the Mapper Snap with subscriber details (Subscriber ID, Last Login, and Subscriber’s full name) to pass them to the Oracle - Parallel Load Snap.

Configure the Oracle - Parallel Load Snap with the following settings:

  • Maximum thread count: 4

  • Batch capacity: 100

On validation, the pipeline inserts a maximum of 400 records simultaneously, across 4 threads handling 100 records each. The image below displays only 50 records because the Preview document count is set to 50.

Download this pipeline. 

Handle Database Insertion Failures with Open Error View

This example demonstrates a Mapper Snap configuration designed to intentionally cause a small number of records to fail during database insertion. For every failed insertion, an error document is generated. Specifically, out of 1000 records, 7 are expected to fail, resulting in 7 error documents, and the remaining 993 records are successfully inserted. The count of successful insertions is also recorded in the output document. This pipeline demonstrates how to efficiently manage and log insertion errors.

Configure the Mapper Snap with settings so that a small number of records fail during database insertion, and route the error documents to the error view.

Configure the Oracle - Parallel Load Snap as follows to insert a total of 1000 documents.

On validation, 993 records are successfully inserted and written to the output document, and 7 error documents are written on the error view. The image below displays only 47 records because the Preview document count is set to 50.

Inserted records

Insertion failed records

Inserted records

Insertion failed records

 

 

 

Download this pipeline. 

Downloads

 

  File Modified

File Example-Oracle Parallel-Load.slp

Aug 13, 2024 by Kalpana Malladi

File Example-Oracle-Parallel-Load-with-errors.slp

Aug 13, 2024 by Kalpana Malladi

Snap Pack History


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