Pipelines reference - Preparers#
This reference documentation for Pipelines preparers includes information on the functions and views available in the aidb extension related to Pipelines reference - Preparers . See Pipelines knowledge bases usage and Where to find SDK references and examples? for more details.
Views#
aidb.preparers#
Also referenceable as aidb.preps , the aidb.preparers view
contains information about the configured data preparers. It includes
the following columns:
Column |
Type |
Description |
|---|---|---|
id |
INTEGER |
|
name |
TEXT |
Name of the preparer. |
operation |
The kind of processing step to perform. |
|
destination_schema |
TEXT |
Schema of the destination table to store the output data. |
destination_table |
TEXT |
Name of the destination table to store the output data. |
destination_key_column |
TEXT |
Column of the destination table that references the key in source data. |
destination_data_column |
TEXT |
Column of the destination table to store the output data. |
options |
JSONB |
Configuration options for the data preparation operation. Uses the same API as the **vector-native capabilities** . |
source_type |
TEXT |
Type of source data the preparer is working with. Can be either 'Table' or 'Volume'. |
source_schema |
TEXT |
Schema of the table with the source data the preparer will process. Applies only to preparers of Table source type. |
source_table |
TEXT |
Name of the table with the source data the preparer will process. Applies only to preparers of Table source type. |
source_data_column |
TEXT |
Column in the source table with the source data the preparer will process. Applies only to preparers of Table source type. |
source_key_column |
TEXT |
Name of the key column in the source table for reference with the output processed data. Applies only to preparers of Table source type. |
source_volume_name |
TEXT |
Name of the volume to use as a data source. Applies only to preparers of Volume source type. |
Types#
aidb.DataPreparationOperation#
The aidb.DataPreparationOperation type is an enum that represents
the different types of preprocessing steps that can be performed:
ChunkText
SummarizeText
ParseHtml
ParsePdf
PerformOcr
Functions#
aidb.create_table_preparer#
Creates a preparer with a source data table.
Parameters#
Parameter |
Type |
Default |
Description |
|---|---|---|---|
name |
TEXT |
Required |
Name of the preparer |
operation |
Required |
Type of data preparation operation |
|
source_table |
TEXT |
Required |
Name of the source data table |
source_data_column |
TEXT |
Required |
Column in the source table containing the raw data |
destination_table |
TEXT |
Required |
Name of the destination table |
destination_data_column |
TEXT |
Required |
Column in the destination table for processed data |
source_key_column |
TEXT |
'id' |
Unique column in the source table to use as key to reference the rows. |
destination_key_column |
TEXT |
'id' |
Key column in the destination table that references the source_key_column |
options |
JSONB |
'{}'::JSONB |
Configuration options for the data preparation operation. Uses the same API as the **vector-native capabilities** . |
aidb.create_preparer_for_table (deprecated)#
Replaced by aidb.create_table_preparer with same arguments.
aidb.create_volume_preparer#
Creates a preparer for a given PGFS volume.
Parameters#
Parameter |
Type |
Default |
Description |
|---|---|---|---|
name |
TEXT |
Required |
Name of the preparer |
operation |
Required |
Type of data preparation operation |
|
source_volume_name |
TEXT |
Required |
Name of the source volume containing the raw data |
destination_table |
TEXT |
Required |
Name of the destination table |
destination_data_column |
TEXT |
Required |
Column in the destination table for processed data |
destination_key_column |
TEXT |
'id' |
Key column in the destination table that uniquely identifies the processed data |
options |
JSONB |
'{}'::JSONB |
Configuration options for the data preparation operation. Uses the same API as the **vector-native capabilities** . |
invoker_role |
TEXT |
NULL |
Role owning the tables, pipelines, and background job execution. |
aidb.create_preparer_for_volume (deprecated)#
Replaced by aidb.create_volume_preparer with same arguments.
aidb.bulk_data_preparation#
Executes the configured data preparation operation on all data from the specified preparer’s source.
Parameters#
Parameter |
Type |
Description |
|---|---|---|
preparer_name |
TEXT |
Name of the preparer |
aidb.set_auto_preparer#
Sets the automatic processing mode for this preparer. This function is
used to enable and disable automatic data preparation: Live mode
enables the Postgres trigger-based automation and Disabled disables
all automation.
Parameters#
Parameter |
Type |
Default |
Description |
|---|---|---|---|
preparer_name |
TEXT |
Name of preparer |
|
mode |
Desired processing mode |
Example#
SELECT aidb.set_auto_preparer(test_preparer, Live);
SELECT aidb.set_auto_preparer(test_preparer, Disabled);
aidb.set_preparer_auto_processing (deprecated)#
Replaced by aidb.set_auto_preparer with same arguments.
aidb.delete_preparer#
Deletes the preparer’s configuration.
Parameters#
Parameter |
Type |
Description |
|---|---|---|
preparer_name |
TEXT |
Name of preparer to delete |
Note
This function doesn't delete the destination table or any data in it.