V1.6.5

cs_tools/__project__.py

@@ -1,4 +1,4 @@
-__version__ = "1.6.4"
+__version__ = "1.6.5"
 __docs__ = "https://thoughtspot.github.io/cs_tools/"
 __repo__ = "https://github.com/thoughtspot/cs_tools"
 __help__ = f"{__repo__}/discussions/"

cs_tools/cli/tools/searchable/static/CS Tools ~ BI Server Advanced.model.tml

@@ -0,0 +1,366 @@
+guid: 47c5164a-f094-4add-82f3-d806896f829f
+model:
+  name: CS Tools ~ Worksheet Column Utilization
+  description: Show the data lineage of Worksheets and how the columns are used in the ThoughtSpot system.
+  model_tables:
+  - name: TS_METADATA_COLUMN
+    joins:
+    - with: TS_METADATA_OBJECT
+      referencing_join: TS_METADATA_COLUMN_to_TS_METADATA_OBJECT
+  - name: TS_DEPENDENT_OBJECT
+    joins:
+    - with: TS_METADATA_COLUMN
+      referencing_join: TS_DEPENDENT_OBJECT_to_TS_METADATA_COLUMN
+    - with: TS_USER
+      referencing_join: TS_DEPENDENT_OBJECT_to_TS_USER
+  - name: TS_BI_SERVER
+    joins:
+    - with: TS_DEPENDENT_OBJECT
+      referencing_join: TS_BI_SERVER_to_TS_DEPENDENT_OBJECT
+      type: RIGHT_OUTER
+    - with: TS_USER_1
+      referencing_join: TS_BI_SERVER_to_TS_USER
+  - name: TS_COLUMN_SYNONYM
+    joins:
+    - with: TS_METADATA_COLUMN
+      referencing_join: TS_COLUMN_SYNONYM_to_TS_METADATA_COLUMN
+    - with: TS_METADATA_COLUMN_1
+      referencing_join: TS_COLUMN_SYNONYM_to_TS_METADATA_COLUMN
+  - name: TS_METADATA_OBJECT
+    joins:
+    - with: TS_CLUSTER
+      referencing_join: TS_METADATA_OBJECT_to_TS_CLUSTER
+    - with: TS_DATA_SOURCE
+      referencing_join: TS_METADATA_OBJECT_to_TS_DATA_SOURCE
+    - with: TS_ORG
+      referencing_join: TS_METADATA_OBJECT_to_TS_ORG
+  - name: TS_ORG
+  - name: TS_CLUSTER
+  - name: TS_USER
+  - name: TS_METADATA_OBJECT
+    alias: TS_METADATA_OBJECT_1
+    joins:
+    - with: TS_USER
+      referencing_join: TS_METADATA_OBJECT_to_TS_USER
+    - with: TS_USER_1
+      referencing_join: TS_METADATA_OBJECT_to_TS_USER
+  - name: TS_METADATA_COLUMN
+    alias: TS_METADATA_COLUMN_1
+    joins:
+    - with: TS_METADATA_OBJECT_1
+      referencing_join: TS_METADATA_COLUMN_to_TS_METADATA_OBJECT
+  - name: TS_DATA_SOURCE
+  - name: TS_USER
+    alias: TS_USER_1
+  formulas:
+  - id: formula_Data Exports
+    name: Data Exports
+    expr: count_if ( [TS_BI_SERVER::User Action] in { 'data_export' , 'pinboard_print_view' , 'pinboard_print_filter' , 'tspublic_data_export' } , [TS_BI_SERVER::SK_DUMMY] )
+  - id: formula_Dependent Interaction Date
+    name: Dependent Interaction Date
+    expr: date ( [TS_BI_SERVER::Timestamp] )
+  - id: formula_Dependent Interactions
+    name: Dependent Interactions
+    expr: count_if ( [TS_DEPENDENT_OBJECT::Dependent GUID] = [TS_BI_SERVER::ANSWER_BOOK_GUID] , [TS_BI_SERVER::SK_DUMMY] )
+  - id: formula_Dependent Link
+    name: Dependent Link
+    expr: concat ( '{caption}' , [TS_DEPENDENT_OBJECT::Dependent] , '{/caption}' , [TS_CLUSTER::ThoughtSpot URL] , if ( [TS_DEPENDENT_OBJECT::Dependent Type] = 'question_answer_book' ) then '#/saved-answer/' else if ( [TS_DEPENDENT_OBJECT::Dependent Type] = 'pinboard_answer_book' ) then "#/pinboard/" else "#/data/tables/" , [TS_DEPENDENT_OBJECT::Dependent GUID] )
+  - id: 'formula_Filtered: Column Parent is Worksheet'
+    name: 'Filtered: Column Parent is Worksheet'
+    expr: '[TS_METADATA_OBJECT::Object Type] = ''logical_table'' and [TS_METADATA_OBJECT::Object Subtype] in { ''worksheet'' , ''model'' }'
+  - id: formula_Has Synonyms
+    name: Has Synonyms
+    expr: count ( [TS_COLUMN_SYNONYM::Column Synonym] ) > 0
+  - id: formula_Worksheet Link
+    name: Worksheet Link
+    expr: concat ( '{caption}' , [TS_METADATA_OBJECT::Object] , '{/caption}' , [TS_CLUSTER::ThoughtSpot URL] , '#/data/tables/' , [TS_METADATA_OBJECT::Object GUID] )
+  - id: formula_fx Dependent Type
+    name: fx Dependent Type
+    expr: if ( [TS_DEPENDENT_OBJECT::Dependent Type] = 'question_answer_book' ) then 'answer' else if ( [TS_DEPENDENT_OBJECT::Dependent Type] = 'pinboard_answer_book' ) then 'liveboard' else if ( [TS_DEPENDENT_OBJECT::Dependent Subtype] = 'aggr_worksheet' ) then 'thoughtspot view' else null
+  filters:
+  - column:
+    - (Hidden, Filtered) Column Parent is Worksheet
+    oper: in
+    values:
+    - 'true'
+  columns:
+  - name: Is Additive
+    description: Whether or not values from this column may be aggregated together.
+    column_id: TS_METADATA_COLUMN::Is Additive
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+      synonyms:
+      - Additive
+      synonym_type: USER_DEFINED
+  - name: (Hidden, Filtered) Column Parent is Worksheet
+    description: This column is only used for the Worksheet Filter.
+    formula_id: 'formula_Filtered: Column Parent is Worksheet'
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+      is_hidden: true
+  - name: Format Pattern
+    description: The display format for values within a column.
+    column_id: TS_METADATA_COLUMN::Format Pattern
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Org
+    description: The organization name found in the ThoughtSpot UI, either in the switcher or on the Administrator panel.
+    column_id: TS_ORG::Org
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Org Name
+      synonym_type: USER_DEFINED
+  - name: Dependent Type
+    description: The type of Dependency, typically an Answer or Liveboard, includes all descendants of a Worksheet (Worksheet -> View -> Answer).
+    formula_id: formula_fx Dependent Type
+    properties:
+      column_type: ATTRIBUTE
+  - name: Suggestions Type
+    description: How ThoughtSpot can use stored values for Search recommendation purposes.
+    column_id: TS_METADATA_COLUMN::Suggestions Type
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Index Type
+      synonym_type: USER_DEFINED
+  - name: Default Aggregation
+    description: The default aggregation policy for values within this column.
+    column_id: TS_METADATA_COLUMN::Default Aggregation
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Aggregation
+      synonym_type: USER_DEFINED
+  - name: Currency Type
+    description: The display format for monetary values within a column, overrides Format Pattern and does not perform conversion.
+    column_id: TS_METADATA_COLUMN::Currency Type
+    properties:
+      column_type: ATTRIBUTE
+  - name: Worksheet Link
+    description: A direct URL to the Worksheet.
+    formula_id: formula_Worksheet Link
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+      synonyms:
+      - Worksheet URL
+      synonym_type: USER_DEFINED
+  - name: ThoughtSpot URL
+    description: The web address of your ThoughtSpot platform.
+    column_id: TS_CLUSTER::ThoughtSpot URL
+    properties:
+      column_type: ATTRIBUTE
+  - name: Dependent Author Email
+    description: The user's registered email.
+    column_id: TS_USER::User Email
+    properties:
+      column_type: ATTRIBUTE
+  - name: Dependent Author
+    description: The user's display name.
+    column_id: TS_USER::User
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Dependent Author Display Name
+      synonym_type: USER_DEFINED
+  - name: Dependent Description
+    description: A user-driven field which details extra infomation about the object.
+    column_id: TS_DEPENDENT_OBJECT::Dependent Description
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Is Formula
+    description: Whether or not the column is derived within ThoughtSpot.
+    column_id: TS_METADATA_COLUMN::Is Formula
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Worksheet
+    description: An object which can be interacted with in the UI like a Table, Answer, or Liveboard.
+    column_id: TS_METADATA_OBJECT::Object
+    properties:
+      column_type: ATTRIBUTE
+  - name: Column
+    description: A column can be interacted with in the UI in Search, Visualizations, and Liveboards.
+    column_id: TS_METADATA_COLUMN::Column
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Column Name
+      synonym_type: USER_DEFINED
+  - name: Default Calendar
+    description: The default calendar to align to when using date keywords.
+    column_id: TS_METADATA_COLUMN::Default Calendar
+    properties:
+      column_type: ATTRIBUTE
+  - name: Suggestions Priority
+    description: The relative weight that this column in the suggestions list, higher numbers represent more weight.
+    column_id: TS_METADATA_COLUMN::Suggestions Priority
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+      synonyms:
+      - Index Priority
+      synonym_type: USER_DEFINED
+  - name: Data Type
+    description: The inferred SQL data type from this column's data source.
+    column_id: TS_METADATA_COLUMN::Data Type
+    properties:
+      column_type: ATTRIBUTE
+  - name: Column Description
+    description: A user-driven field which details extra infomation about the column.
+    column_id: TS_METADATA_COLUMN::Column Description
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Worksheet Is Sage Enabled
+    description: Determines whether or not ThoughtSpot Sage has been enabled for this object.
+    column_id: TS_METADATA_OBJECT::Is Sage Enabled
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Worksheet Description
+    description: A user-driven field which details extra infomation about the object.
+    column_id: TS_METADATA_OBJECT::Object Description
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Geo Config
+    description: If set, allows the visualization to be plotted on a geographical chart.
+    column_id: TS_METADATA_COLUMN::Geo Config
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Geo Setting
+      synonym_type: USER_DEFINED
+  - name: Is Hidden
+    description: Whether or not the column can be seen by viewers and non-admins.
+    column_id: TS_METADATA_COLUMN::Is Hidden
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+      synonyms:
+      - Hidden
+      synonym_type: USER_DEFINED
+  - name: SpotIQ Enabled
+    description: Whether or not the column may be used in Spot IQ analyses.
+    column_id: TS_METADATA_COLUMN::SpotIQ Enabled
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - SpotIQ Preference
+      synonym_type: USER_DEFINED
+  - name: Is Attributable
+    description: Whether or not these columns represent a causal relationship when used between FACTs.
+    column_id: TS_METADATA_COLUMN::Is Attributable
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Attribution Dimension
+      synonym_type: USER_DEFINED
+  - name: Column Type
+    description: Either, Attribute - something that may be grouped by or Measure - something that may be aggregated.
+    column_id: TS_METADATA_COLUMN::Column Type
+    properties:
+      column_type: ATTRIBUTE
+  - name: Dependent
+    description: An object which can be interacted with in the UI like a Table, Answer, or Liveboard.
+    column_id: TS_DEPENDENT_OBJECT::Dependent
+    properties:
+      column_type: ATTRIBUTE
+  - name: Dependent Link
+    description: A direct URL to the Dependent.
+    formula_id: formula_Dependent Link
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+      synonyms:
+      - Dependent URL
+      synonym_type: USER_DEFINED
+  - name: Dependent Interactions
+    description: The amount of times any User has Viewed, Edits, or Saved a Dependent.
+    formula_id: formula_Dependent Interactions
+    properties:
+      column_type: MEASURE
+      aggregation: SUM
+      index_type: DONT_INDEX
+  - name: Dependent Interaction Date
+    description: The date of when any User has Viewed, Edits, or Saved a Dependent.
+    formula_id: formula_Dependent Interaction Date
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Data Exports
+    description: The amount of times any User exported a PNG or CSV
+    formula_id: formula_Data Exports
+    properties:
+      column_type: MEASURE
+      aggregation: SUM
+      index_type: DONT_INDEX
+  - name: Synonym
+    description: An alternate name for a column.
+    column_id: TS_COLUMN_SYNONYM::Column Synonym
+    properties:
+      column_type: ATTRIBUTE
+  - name: Has Synonyms
+    description: Whether or not the Column has any Synonyms
+    formula_id: formula_Has Synonyms
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Data Source Type
+    description: The type of data store your data lives in.
+    column_id: TS_DATA_SOURCE::Data Source Type
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Connection Type
+      synonym_type: USER_DEFINED
+  - name: Data Source
+    description: A data source which contains Tables which can be found with in the UI.
+    column_id: TS_DATA_SOURCE::Data Source
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Connection
+      - Embrace Connection
+      synonym_type: USER_DEFINED
+  - name: Dependent Created Date
+    description: The datetime of when the object was initially created.
+    column_id: TS_DEPENDENT_OBJECT::Dependent Created At
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Dependent Last Modified Date
+    description: The datetime of when the object was last edited and saved.
+    column_id: TS_DEPENDENT_OBJECT::Dependent Modified At
+    properties:
+      column_type: ATTRIBUTE
+      index_type: DONT_INDEX
+  - name: Interaction User
+    description: The user's display name.
+    column_id: TS_USER_1::User
+    properties:
+      column_type: ATTRIBUTE
+      synonyms:
+      - Interaction User Display Name
+      synonym_type: USER_DEFINED
+  - name: Interaction User Email
+    description: The user's registered email.
+    column_id: TS_USER_1::User Email
+    properties:
+      column_type: ATTRIBUTE
+  - name: Dependent Is Verified
+    description: Determines whether or not this object has been Verified.
+    column_id: TS_DEPENDENT_OBJECT::Dependent Is Verified
+    properties:
+      column_type: ATTRIBUTE
+  properties:
+    is_bypass_rls: false
+    join_progressive: true
+    spotter_config:
+      is_spotter_enabled: false