Transactional data pipelines in load data in batches and automatically roll back all uncommitted data when a failure occurs. The CREATE TRANSACTIONAL PIPELINE SQL statement supports a START FOREGROUND clause that creates a pipeline, immediately starts it, and blocks the SQL session until the pipeline reaches an inactive state — either COMPLETED or FAILED. This approach provides a single-command batch loading from within a SQL session.

Info: The START FOREGROUND clause is only valid for TRANSACTIONAL pipelines. The Ocient System rejects this clause on CONTINUOUS and BATCH pipelines.

CREATE TRANSACTIONAL PIPELINE

The CREATE TRANSACTIONAL PIPELINE SQL statement creates a new transactional data pipeline in the current database or replaces an existing one when you specify the OR REPLACE keywords. When you include the START FOREGROUND clause, the statement also starts the pipeline immediately and blocks until the pipeline reaches an inactive state.

CREATE [OR REPLACE] TRANSACTIONAL PIPELINE pipeline_name
    SOURCE source_type source_options
    EXTRACT extract_options
    INTO table_name
    SELECT column_list
    [START FOREGROUND
        [ERROR (LIMIT n, FILE_ERROR {FAIL | SKIP_MISSING_FILE | TOLERATE})]
        [USING LOADERS loader_name [, ...]]
        [ON COMPLETION {NO_FLUSH | FLUSH_AND_WAIT | FLUSH_AND_RETURN}]
    ]
;

Parameter	Type	Description
`pipeline_name`	Identifier	The name of the pipeline to create. The name must be distinct from any existing pipeline names in the current database.
`source_type`	Identifier	The type of data source (for example, `S3` or `HDFS`). See CREATE PIPELINE for supported values.
`source_options`	Varies	Source-specific connection and configuration settings. See CREATE PIPELINE for details.
`extract_options`	Varies	Format and parsing settings for the source data. See CREATE PIPELINE for details.
`table_name`	Identifier	The target table for loading data.
`column_list`	String	The list of columns for the load.
`n`	INTEGER	The maximum number of errors the system permits before the pipeline transitions to the `FAILED` status.
`loader_name`	Identifier	The name of a Loader Node to use for this pipeline run. Separate multiple Loader Node names with commas in the `USING LOADERS` clause.

The ERROR clause controls how the system behaves with errors. The LIMIT keyword limits the number of errors. The FILE_ERROR keyword denotes the behavior when a source file is missing or unreadable. The FAIL value causes the pipeline to fail immediately. The SKIP_MISSING_FILE value silently skips missing files. And the TOLERATE value records the error and continues loading. The ON COMPLETION clause controls segment generation after the pipeline completes. The default value is NO_FLUSH. The FLUSH_AND_WAIT value denotes that the system flushes segments synchronously before returning. The FLUSH_AND_RETURN value denotes that the system initiates a flush and returns immediately.

START FOREGROUND Clause

The START FOREGROUND clause is not valid in combination with the IF NOT EXISTS clause. When you omit the START FOREGROUND clause, the CREATE TRANSACTIONAL PIPELINE statement creates the pipeline without starting it, and all existing behavior is unchanged. The ERROR, USING LOADERS, and ON COMPLETION sub-clauses within the START FOREGROUND clause behave identically to the same clauses as in the START PIPELINE SQL statement.

Blocking Behavior

When you execute the CREATE TRANSACTIONAL PIPELINE ... START FOREGROUND SQL statement, the SQL session blocks for the full duration of pipeline execution. The session does not return until the pipeline reaches an inactive state (COMPLETED or FAILED). If you disconnect from the SQL session during pipeline execution, for example, by pressing Ctrl+C at the command line, the pipeline continues running independently. The disconnection does not stop or cancel the pipeline. After the pipeline reaches an inactive state, the Ocient System records the final status and all associated events in the sys.pipelines and sys.pipeline_events system catalog tables.

Queuing Behavior

If all pipeline concurrency slots are occupied when you execute the statement, the system places the pipeline in a QUEUED state. The SQL session remains blocked while the pipeline is queued and continues to block after a concurrency slot opens, until the pipeline itself reaches an inactive state. You can monitor the pipeline status in the sys.pipelines system catalog table from a separate session during this time.

Error Behavior

When the pipeline reaches the COMPLETED state, the statement returns successfully. When the pipeline reaches the FAILED or STOPPED state, the statement throws a SQLException error that contains the status message of the pipeline. The ERROR LIMIT and FILE_ERROR keywords control failure thresholds in the same way as in the START PIPELINE statement. When the number of errors exceeds the LIMIT value, the pipeline transitions to the FAILED state.

Transactional Rollback

On failure, the system automatically rolls back the transactional storage scope. The system does not commit any data from the failed pipeline run to the target table. This rollback behavior is identical to any other transactional pipeline failure and requires no special handling.

Pipeline Lifecycle

Pipelines started with the START FOREGROUND clause follow the same lifecycle as any other pipeline. The system records all lifecycle events, including CREATED, RUNNING, COMPLETED, and FAILED states, in the sys.pipeline_events table. The STARTED event includes the start options used for the run, providing a complete audit trail. After the pipeline reaches an inactive state, the pipeline object persists in the sys.pipelines system catalog table with full metadata and metrics.

Examples

Create a Transactional Pipeline with an Error Limit

This statement creates a transactional pipeline that loads CSV files from S3, tolerates up to 100 errors, and blocks until loading completes or the system exceeds the error limit.

CREATE OR REPLACE TRANSACTIONAL PIPELINE my_pipeline
    SOURCE S3
        ENDPOINT 'https://s3.us-east-1.amazonaws.com'
        BUCKET 'ocient-docs'
        FILTER 'metabase_samples/csv/orders.csv'
        ENABLE_PATH_STYLE_ACCESS true
    EXTRACT FORMAT CSV
        FIELD_DELIMITER ','
        NUM_HEADER_LINES 1
    INTO my_schema.my_table
    SELECT
        $1 as id,
        $2 as user_id,
        $3 as product_id
    START FOREGROUND
        ERROR LIMIT 100, FILE_ERROR TOLERATE
        ON COMPLETION FLUSH_AND_WAIT;

Create a Transactional Pipeline Using a Specific Loader Node

This statement creates a transactional pipeline using a specific Loader Node and returns as soon as the pipeline completes or fails, with no segment flush.

CREATE OR REPLACE TRANSACTIONAL PIPELINE sales_pipeline
    SOURCE S3
        ENDPOINT 'https://s3.us-east-1.amazonaws.com'
        BUCKET 'ocient-docs'
        FILTER 'metabase_samples/csv/orders.csv'
        ENABLE_PATH_STYLE_ACCESS true
    EXTRACT FORMAT CSV
        FIELD_DELIMITER ','
        NUM_HEADER_LINES 1
    INTO sales.transactions
    SELECT
        $1 as id,
        $2 as user_id,
        $3 as product_id
    START FOREGROUND
        USING LOADERS loader_node_1
        ON COMPLETION NO_FLUSH;

START PIPELINE CREATE PIPELINE DROP PIPELINE sys.pipelines sys.pipeline_events Transactions

OcientAIQ Unified Data Platform

Transactional Data Pipelines

CREATE TRANSACTIONAL PIPELINE

START FOREGROUND Clause

Blocking Behavior

Queuing Behavior

Error Behavior

Transactional Rollback

Pipeline Lifecycle

Examples

Create a Transactional Pipeline with an Error Limit

Create a Transactional Pipeline Using a Specific Loader Node

​CREATE TRANSACTIONAL PIPELINE

​START FOREGROUND Clause

​Blocking Behavior

​Queuing Behavior

​Error Behavior

​Transactional Rollback

​Pipeline Lifecycle

​Examples

​Create a Transactional Pipeline with an Error Limit

​Create a Transactional Pipeline Using a Specific Loader Node

​Related Links

CREATE TRANSACTIONAL PIPELINE

START FOREGROUND Clause

Blocking Behavior

Queuing Behavior

Error Behavior

Transactional Rollback

Pipeline Lifecycle

Examples

Create a Transactional Pipeline with an Error Limit

Create a Transactional Pipeline Using a Specific Loader Node

Related Links