capabilities.work

What you can do with Soda

Every task in plain language. Pick one, and we can help you get access.

103 things you can do

Soda

Soda is a data quality and data observability platform for the modern data stack. Its core abstraction is the data contract — a declarative YAML source of truth that defines the checks a dataset must pass — extended by organization-wide data standards, ML-based metric monitors for anomaly detection, record-level diagnostics, lineage and impact analysis, and AI-assisted contract generation (Contrac

Configuration & Secrets Management

Create a secretRotate a secret's valueDelete a secretList secretsGet the public key for encrypting secrets

Data Governance Management

Create a data standardRun a dataset's active data standardsReplace a data standard's definitionDelete a data standardChange a data standard's statusList data standardsPreview datasets matching a scopeTest an unsaved data standard on a datasetGet organization data standards activityGet a data standardRe-evaluate a saved standard's scopeList a data standard's checksList datasets matched by a standard

Data Quality Management

Create a contract on a datasetGenerate a skeleton contract from schemaGenerate contracts with AIPublish new YAML for a contractRun a contract verification scanCancel a scanCreate a custom dataset roleUpdate a dataset roleDelete a dataset roleUpdate dataset propertiesDelete a datasetSet attribute values on dataset columnsCreate a column metric monitorUpdate a column metric monitorDelete a column metric monitorCreate a custom SQL monitorUpdate a custom SQL monitorDelete a custom SQL monitorBackfill historical metrics for a datasetReplace dataset access assignmentsDelete a checkList data contractsCheck skeleton contract generation statusCheck AI contract generation statusGet a contract and its YAMLList a contract's version historyGet scan statusGet scan logsList datasetsGet a dataset by qualified nameList dataset rolesGet a dataset by IDList a dataset's columns and attributesGet a dataset's compute warehouse configGet a dataset's diagnostics warehouse infoGet a dataset's metric monitoring configGet dataset profiling resultsList who has access to a datasetList data quality checks

Identity & Access Management

Create a user groupUpdate user group membersDelete a user groupInvite users by emailDisable a userList user groupsGet a user groupList users

Information & Data Management

List discovered datasets

Other things you can do

Create a self-hosted runnerDelete a self-hosted runnerCreate a data sourceCreate a custom data source roleUpdate a data source roleDelete a data source roleUpdate a data sourceDelete a data sourceConfigure a data source's diagnostics warehouseRun discovery on a data sourceOnboard discovered datasetsReplace data source access assignmentsCreate a custom attributeUpdate an existing attributeDelete an attributeCreate a notification ruleReplace a notification ruleDelete a notification ruleOpen an incidentUpdate an incidentPublish a root cause analysis reportList runnersGet a runnerList data sourcesTest a data source connectionCheck connection test resultList data source rolesGet a data sourceGet a data source's diagnostics warehouseCheck dataset onboarding statusList who has access to a data sourceList custom attributesList notification rulesTest API credentialsList data quality incidentsGet an incident's root cause analysisGet SPU consumption