Data Source Payload Attribute Details
Last updated
Last updated
connectionKey
The connectionKey
is a unique identifier for the collection of data sources being created. If an existing connectionKey
is used with new connection information, it will delete the old data sources and create new ones from the new information in the payload.
connection
Attribute | Description | Required or optional |
---|---|---|
BigQuery: Does not require hostname
and password
. Requires sid
, which is the GCP project ID, and userFiles
with the keyName
of KeyFilePath
and the base64-encoded keyfile.json
.
Trino: authenticationMethod
can be No Authentication
, LDAP Authentication
, or Kerberos Authentication
.
nameTemplate
Available templates include
<tablename>
<schema>
<database>
All cases of the name in Immuta should be lowercase.
For example, consider a table TPC.CUSTOMER
that is given the following nameTemplate
:
This nameTemplate
will produce a data source named tpc.customer
in a schema project named tpc
.
options
owners
sources
Best practice: Use Subscription Policies to Control Access
If you are not tagging individual columns, omit sources
to create data sources for all tables in the schema or database, and then use Subscription Policies to control access to the tables instead of excluding them from Immuta.
This attribute configures which sources are created. If sources
is not provided, all sources from the given connection will be created.
There are 3 types of sources than can be specified:
If you specify any sources (either tables or queries), but you still want to create data sources for the rest of the tables in the schema or database, you can specify all
as a source:
Best practice: Use schema monitoring
Excluding sources or specifying all: true
will turn on automatic schema monitoring in Immuta. As tables are added or removed, Immuta will look for those changes on a schedule (by default, once a day) and either disable or delete data sources for removed tables or create data sources for new tables. New tables will be tagged New
so that you can build a policy to restrict access to new tables until they are evaluated by data owners. Data owners will be notified of new tables, and all subscribers will be notified if data sources are disabled or deleted.
Immuta recommends creating a view in your native database instead of using this option, but if that is not possible, you can create data sources based on SQL statements:
If you want to select specific tables to be created as data sources, or if you want to tag individual data sources or columns within a data source, you need to leverage this parameter:
When specifying a table or query there are other options that can be specified:
If any columns are specified, those are the only columns that will be available in the data source.
If no columns are specified, Immuta will look for new or removed columns on a schedule (by default, once a day) and add or remove columns from the data sources automatically as needed.
New columns will be tagged New
, so you can build a policy to automatically mask new columns until they are approved.
Data Owners will be notified when columns are added or removed.
columns
is an array of objects for each column:
You can add descriptions to columns without having to specify all the columns in the data source. columnDescriptions
is an array of objects with the following schema:
You can add tags to columns or data sources. tags
is an object with the following schema:
Attribute | Description | Required or optional |
---|---|---|
Attribute | Description |
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Attribute | Description |
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Attribute | Description |
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Attribute | Description |
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Option | Description |
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Attribute | Description |
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Attribute | Description |
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Attribute | Description |
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handler
Snowflake
Required
ssl
boolean
Set to true
to enable SSL communication with the remote database.
Optional
database
string
The database name.
Required
schema
string
The schema in the remote database.
Optional
hostname
string
The hostname of the remote database instance.
Required
port
number
The port of the remote database instance.
Optional
warehouse
string
The default pool of compute resources Immuta will use to run queries and other Snowflake operations.
Required
connectionStringOptions
string
Additional connection string options to be used when connecting to the remote database.
Optional
authenticationMethod
string
The type of authentication method to use. Options include userPassword
, keyPair
, and oAuthClientCredentials
.
Required
username
string
The username used to connect to the remote database.
Required if using userPassword
or keyPair
.
password
string
The password used to connect to the remote database.
Required if using userPassword
.
useCertificate
boolean
Set to true
when using client certificate credentials to request an access token. Otherwise, set to false
to use client secret.
Required if using oAuthClientCredentials
.
userFiles
object
Details about the files required for the request.
Required if using keyPair
or oAuthClientCredentials
with useCertificate
set to true
.
keyName
string
The connection name of the key file. Must be PRIV_KEY_FILE
if using keyPair
, or must be oauth client certificate
if using oAuthClientCredentials
.
Required if using keyPair
or oAuthClientCredentials
with useCertificate
set to true
.
content
string
The content of the file, base-64 encoded.
Required if using keyPair
or oAuthClientCredentials
with useCertificate
set to true
.
userFilename
string
The name of the file - for display purposes in the UI.
Required if using keyPair
or oAuthClientCredentials
with useCertificate
set to true
.
handler
Databricks
Required
ssl
boolean
Set to true
to enable SSL communication with the remote database.
Optional
database
string
The database name.
Optional
hostname
string
The hostname of the remote database instance.
Required
port
number
The port of the remote database instance.
Optional
connectionStringOptions
string
Additional connection string options to be used when connecting to the remote database.
Optional
authenticationMethod
string
The type of authentication method to use. Options include oAuthM2M
and token
.
Required
token
string
The Databricks personal access token for the service principal created for Immuta.
Required if using token
authentication.
useCertificate
boolean
True when using client certificate credentials to request an access token. Otherwise, client secret.
Required if using oAuthM2M
.
clientId
string
The client identifier of the Immuta service principal you configured. This is the client ID displayed in Databricks when creating the client secret for the service principal.
Required if using oAuthM2M
.
audience
string
The audience for the OAuth Client Credential token request.
Required if using oAuthM2M
.
clientSecret
string
An application password an app can use in place of a certificate to identity itself.
Required if using oAuthM2M
and useCertificate
is set to false
.
certificateThumbprint
string
The certificate thumbprint to use to generate the JWT for the OAuth Client Credential request.
Required if using oAuthM2M
and useCertificate
is set to true
.
scope
clientSecret
The scope limits the operations and roles allowed in Databricks by the access token. See the OAuth 2.0 documentation for details about scopes.
Optional
httpPath
string
The HTTP path of your Databricks cluster or SQL warehouse.
Required
handler
Redshift
Required
ssl
boolean
Set to true
to enable SSL communication with the remote database.
Optional
database
string
The database name.
Optional
schema
string
The schema in the remote database.
Required
connectionStringOptions
string
Additional connection string options to be used when connecting to the remote database.
Optional
hostname
string
The hostname of the remote database instance.
Required
port
number
The port of the remote database instance.
Optional
authenticationMethod
string
The type of authentication method to use. Options include userPassword
and okta
.
Required
username
string
The username used to connect to the remote database.
Required
password
string
The password used to connect to the remote database.
Required
idpHost
string
The Okta identity provider host URL.
Required if using okta
.
appID
string
The Okta application ID.
Required if using okta
.
role
string
The Okta role.
Required if using okta
.
handler
Google BigQuery
, Presto
, and Trino
ssl
boolean
Set to true
to enable SSL communication with the remote database.
database
string
The database name.
schema
string
The schema in the remote database.
userFiles
array
Array of objects; each object must have keyName
(corresponds to a connection string option), content
(base-64 encoded content), and userFilename
(the name of the file - for display purposes in the app).
connectionStringOptions
string
Additional connection string options to be used when connecting to the remote database.
hostname
string
The hostname of the remote database instance.
port
number
The port of the remote database instance.
authenticationMethod
string
The type of authentication method to use. Options include userPassword
, keyPair
, oAuthClientCredentials
, token
, oAuthM2M
, keyFile
, auto
and okta
.
username
string
The username used to connect to the remote database.
password
string
The password used to connect to the remote database.
sid
string
For Google BigQuery, the BigQuery project used to build the connection string.
dataSourceFormat
string
Format to be used to name the data sources created in this group.
schemaFormat
string
Format to be used to name the Immuta schema created in this group.
tableFormat
string
Format to be used to name the Immuta table created in this group.
schemaProjectNameFormat
string
Format to be used to name the Immuta schema project created in this group.
staleDataTolerance
integer
The length in seconds that data for these sources can be cached.
disableSensitiveDataDiscovery
boolean
If true, Immuta will not perform sensitive data discovery. Default: false
.
domainCollectionId
string
The ID of the domain to assign the data sources to. Use the GET /collection endpoint to retrieve domains and domain IDs.
hardDelete
boolean
If true
, when the table backing the data source is no longer available, the data source in Immuta is deleted. If this is false
, the data source will be disabled. Default: false
.
tableTags
array
An array of tags (strings) to place at the data source level on every data source.
type
group or user
The type of owner that is being added.
name
string
The name of the group or the user (username they log in with).
iam (optional)
string
The ID of the identity manager system the user or group comes from. If excluded, any user/group that matches will be added as an owner.
columnDescriptions
description
A short description for the data source.
documentation
Markdown-supported documentation for the data source.
naming
See the example above in Specify a Query. This is required for query-based sources, but is optional for table-based sources and can be used to override the nameTemplate
provided for the whole database/schema.
owners
Specify owners for an individual data source. The payload is the same as owners at the root level.
tags
name
The column name.
dataType
The data type.
nullable
Whether or not the column contains null
.
remoteType
The actual data type in the remote database.
primaryKey
Specify whether this is the primary key of the remote table.
description
Describe the column.
columnName
string
The column name.
description
string
The description of the column.
table
array
An array of tags (strings) to add to this table.
columns
array
An array of objects that specifies columnName (string) and tags (an array to tags).