DataIntersection
Short Description
DataIntersection intersects data from two inputs.
| COMPONENT | SAME INPUT METADATA | SORTED INPUTS | INPUTS | OUTPUTS | JAVA | CTL | AUTO-PROPAGATED METADATA |
|---|---|---|---|---|---|---|---|
| DataIntersection | x | ✓ | 2 | 3 | ✓ | ✓ | ✓ |
Ports
| PORT TYPE | NUMBER | REQUIRED | DESCRIPTION | METADATA |
|---|---|---|---|---|
| Input | 0 | ✓ | For input data records (data flow A). | Any(In0) [1] |
| 1 | ✓ | For input data records (data flow B). | Any(In1) [1] | |
| Output [2] | 0 | x | For not-changed output data records (contained in flow A only). | Input 0 |
| 1 | x | For changed output data records (contained in both input flows) | Any (Out1) | |
| 2 | x | For not-changed output data records (contained in flow B only). | Input 1 |
[1] Part of them must be equivalent and comparable (Join key).
[2] At least one output port of the three provided is required.
Metadata
The component propagates metadata from input port 0 to output port 0; from left to right or from right to left.
The component propagates metadata from input port 1 to output port 2; from left to right or from right to left.
The component does not propagate metadata to the output port 1 (the middle one).
Metadata on the first output port of DataIntersection component must have the same field names and field types as metadata on the first input port.
Metadata on the third output port of DataIntersection component must have the same field names and field types as metadata on the second input port.
DataIntersection Attributes
| ATTRIBUTE | REQ | DESCRIPTION | POSSIBLE VALUES |
|---|---|---|---|
| BASIC | |||
| Join key | yes | A key that compares data records from input ports. Only those pairs of records (one from each input) with equal value of this attribute are sent to a transformation. For more information, see Join key below. Records should be sorted in ascending order to get reasonable results. | |
| Transform | [1] | A definition of the way how records should be intersected written in the graph in CTL or Java. | |
| Transform URL | [1] | The name of an external file, including the path, containing the definition of the way how records should be intersected written in CTL or Java. | |
| Transform class | [1] | The name of an external class defining the way how records should be intersected. | |
| Transform source charset | Encoding of an external file defining the transformation. The default encoding depends on DEFAULT_SOURCE_CODE_CHARSET in defaultProperties. | E.g. UTF-8 | |
| Equal NULL | By default, records with null values of key fields are considered to be equal. If set to false, they are considered to be different from each other. | true (default) | false | |
| ADVANCED | |||
| Allow key duplicates | By default, all duplicates on inputs are allowed. If switched to false, records with duplicate key values are not allowed. If set to false, only the first record is used for join. | true (default) | false | |
| DEPRECATED | |||
| Error actions | Definition of the action that should be performed when the specified transformation returns an error code. See Return Values of Transformations. | ||
| Error log | A URL of the file to which error messages for specified Error actions should be written. If not set, they are written to Console. | ||
| Slave override key | An older form of Join key. Contains fields from the second input port only. This attribute is deprecated now and we suggest you use the current form of the Join key attribute. |
[1] One of these must be specified. Any of these transformation attributes uses a CTL template for DataIntersection or implements a RecordTransform interface.
For more information, see CTL Scripting Specifics or Java Interfaces for DataIntersection below.
For detailed information about transformations, see also Defining Transformations.
Details
DataIntersection receives sorted data from two inputs, compares the Join key values in both of them and processes the records in the following way:
Such input records that are on both input port 0 and input port 1 are processed according to the user-defined transformation and the result is sent to the output port 1. Such input records that are only on the input port 0 are sent unchanged to the output port 0. Such input records that are only on the input port 1 are sent unchanged to the output port 2.
Records are considered to be on both ports if the values of all Join key fields are equal in both of them. Otherwise, they are considered to be records on input 0 or 1 only.
A transformation must be defined if output port 1 is connected. The transformation uses a CTL template for DataIntersection, implements a RecordTransform interface or inherits from a DataRecordTransform superclass. The interface methods are listed below.
Note that this component is similar to Joiners: it does not need identical metadata on its inputs and processes records whose Join key is equal. Furthermore, duplicate records can be sent to transformation or not (Allow key duplicates).
- Join key
Expressed as a sequence of individual subexpressions separated from each other by a semicolon. Each subexpression is an assignment of a field name from the first input port (prefixed by a dollar sign), on the left side, and a field name from the second input port (prefixed by a dollar sign), on the right side.
Example 39. Join Key for DataIntersection
$first_name=$fname;$last_name=$lname
In this Join key,first_nameandlast_nameare fields of metadata on the first input port andfnameandlnameare fields of metadata on the second input port.
Pairs of records containing the same value of this key on both input ports are transformed and sent to the second output port. Records incoming through the first input port for which there is no counterpart on the second input port are sent to the first output port without being changed. Records incoming through the second input port for which there is no counterpart on the first input port are sent to the third output port without being changed.
The component may return a number of records different from the original input record number.
If the Allow key duplicates is set tofalse, the number of output records may be lower than the number of input records as only the first of records with duplicated key is used.
If the Allow key duplicates is set totrue, the number of output records may be higher than the number of input records. The Cartesian product of records having the same key is created on the output.
CTL Scripting Specifics
When you define any of the three transformation attributes, you must specify a transformation that assigns a number of output port to each input record.
For detailed information about Data Shaper Transformation Language, see CTL2 - Data Shaper Transformation Language. (CTL is a full-fledged, yet simple language that allows you to perform almost any imaginable transformation.)
CTL scripting allows you to specify custom transformation using the simple CTL scripting language.
CTL Templates for DataIntersection
DataIntersection uses the same transformation template as Map and Joiners. For more information, see CTL Templates for Joiners.
Java Interfaces for DataIntersection
DataIntersection implements the same interface as Map and Joiners. For more information, see Java Interfaces for Joiners.
Best Practices
If the transformation is specified in an external file (with Transform URL), we recommend users to explicitly specify Transform source charset.
See also
Common Properties of Components
Specific attribute types
Common Properties of Transformers
Updated about 1 year ago