from

Description

The from command retrieves data from a dataset, such as a data model dataset, a CSV lookup, a KV Store lookup, a saved search, or a table dataset.

Design a search that uses the from command to reference a dataset. Optionally add additional SPL such as lookups, eval expressions, and transforming commands to the search Save the result as a report, alert, or dashboard panel. If you use Splunk Cloud, or use Splunk Enterprise and have installed the Splunk Datasets Add-on, you can also save the search as a table dataset.

See the Usage section.

Syntax

| from <dataset_type>:<dataset_name>

Required arguments

<dataset_type>

Syntax: <dataset_type>

Description: The type of dataset. Valid values are: datamodel, inputlookup, and savedsearch.

The datamodel dataset type can be either a data model dataset or a table dataset. You create data model datasets with the Data Model Editor. You can create table datasets with the Table Editor if you use Splunk Cloud or use Splunk Enterprise and have installed the Splunk Datasets Add-on.

The inputlookup dataset type can be either a CSV lookup or a KV Store lookup.

The savedsearch dataset type is a saved search. You can use from to reference any saved search as a dataset.

See About datasets in the Knowledge Manager Manual.

<dataset_name>

Syntax: <dataset_name>

Description: The name of the dataset that you want to retrieve data from. If the dataset_type is a data model, the syntax is <datamodel_name>.<dataset_name>. If the name of the dataset contains spaces, enclose the dataset name in quotation marks.

Example: If the data model name is internal_server, and the dataset name is splunkdaccess, specify internal_server.splunkdaccess for the dataset_name.

In older versions of the Splunk software, the term "data model object" was used. That term has been replaced with "data model dataset".

Optional arguments

None.

Usage

The from command is a generating command. It can be either report-generating or event-generating depending on the search or knowledge object that is referenced by the command. See Command types.

Generating commands use a leading pipe character and should be the first command in a search. However, you can use the from command inside the append command.

When you use the from command, you must reference an existing dataset. You can reference any dataset listed in the Datasets listing page, such as data model datasets, CSV lookup files, CSV lookup definitions, and table datasets. You can also reference saved searches and KV Store lookup definitions. See View and manage datasets in the Knowledge Manager Manual.

Knowledge object dependencies

When you create a knowledge object such as a report, alert, dashboard panel, or table dataset, that knowledge object has a dependency on the referenced dataset. This is referred to as a dataset extension. When you make a change to the original dataset, such as removing or adding fields, that change propagates down to the reports, alerts, dashboard panels, and tables that have been extended from that original dataset. See Dataset extension in the Knowledge Manager Manual.

Examples

1. Search a data model

Search a data model that contains internal server log events for REST API calls. In this example, internal_server is the data model name and splunkdaccess is the dataset inside the internal_server data model.

| from datamodel:internal_server.splunkdaccess

2. Search a lookup file

Search a lookup file that contains geographic attributes for each country, such as continent, two-letter ISO code, and subregion.

| from inputlookup:geo_attr_countries.csv

3. Retrieve data by using a lookup file

Search the contents of the KV store collection kvstorecoll that have a CustID value greater than 500 and a CustName value that begins with the letter P. The collection is referenced in a lookup table called kvstorecoll_lookup. Using the stats command, provide a count of the events received from the table.

| from inputlookup:kvstorecoll_lookup | where (CustID>500) AND (CustName="P*") | stats count

4. Retrieve data using a saved search

Retrieve the timestamp and client IP from the saved search called mysecurityquery.

| from savedsearch:mysecurityquery | fields _time clientip ...

5. Specify a dataset name that contains spaces

When the name of a dataset includes spaces, enclose the dataset name in quotation marks.

| from savedsearch:"Top five sourcetypes"

See also

inputlookup, datamodel, loadjob