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SCDView.natural_key_column
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Introduction
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Roadmap
FeatureByte User Documentation
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Introduction
Get Started
Get Started
Quick Start Guide
Workflow
UI Tutorials
UI Tutorials
Overview
End-to-End Tutorials
End-to-End Tutorials
1. Create Catalog
2. Register Tables
3. Register Entities
4. Update Descriptions and Tag Semantics
5. Set Default Cleaning Operations
6. Formulate Use Case
7. Create Observation Tables
8. Ideate Features
8b. Refine Ideation
9. Create New Feature List
10. Compute Feature Table
11. Deploy and Serve a Feature List
12. Manage Feature Life Cycle
SDK Tutorials
SDK Tutorials
Overview
End-to-End Tutorials
End-to-End Tutorials
1. Create Catalog
2. Register Tables
3. Register Entities
4. Update Descriptions to Tables
5. Set Default Cleaning Operations
6. Formulate Use Case
7. Create Observation Tables
8. Create Lookup Feature
9. Create Window Aggregate Features
10. Derive Features from other Features
11. Derive Similarity Features from Bucketing
12. Use Embeddings
13. Create Feature List
14. Compute Historical Feature Values
15. Deploy and Serve a Feature List
16. Manage Feature Life Cycle
Learn by example
Learn by example
List per Signal Type
CUSTOMER Gender
CUSTOMER State
CUSTOMER PostalCode
CUSTOMER Count of item 14d
CUSTOMER Time Since Latest invoice Timestamp
CUSTOMER Max of Time between 2 invoices for the customer 14d
CUSTOMER Latest invoice Weekday
CUSTOMER Latest INVOICE Count of item
CUSTOMER Latest INVOICE Sum of item Discount
CUSTOMER Max of invoice Amount 14d
CUSTOMER Sum of invoice Amount 14d
CUSTOMER Avg of INVOICE Count of item 14d
CUSTOMER Max of INVOICE Count of item 14d
CUSTOMER Avg of INVOICE Sum of item Discount 14d
CUSTOMER Max of INVOICE Sum of item Discount 14d
CUSTOMER Avg of item Quantity 14d
CUSTOMER Max of item Quantity 14d
CUSTOMER Sum of item Quantity 14d
CUSTOMER Avg of item UnitPrice 14d
CUSTOMER Max of item UnitPrice 14d
CUSTOMER Avg of item TotalCost 14d
CUSTOMER Max of item TotalCost 14d
CUSTOMER Avg of item Discount 14d
CUSTOMER Max of item Discount 14d
CUSTOMER Sum of item Discount 14d
CUSTOMER Std of INVOICE Count of item 14d
CUSTOMER Std of INVOICE Sum of item Discount 14d
CUSTOMER Std of item Quantity 14d
CUSTOMER Std of item UnitPrice 14d
CUSTOMER Std of item TotalCost 14d
CUSTOMER Std of item Discount 14d
CUSTOMER Variability of invoice Weekday based on invoice Amount 28d
CUSTOMER Unique Count of invoice Weekday 14d
CUSTOMER Variability of product ProductGroup based on item TotalCost 28d
CUSTOMER Unique Count of product ProductGroup 14d
CUSTOMER Consistency of Sum of invoice Amount 14d vs 28d
CUSTOMER Consistency of item TotalCost across product ProductGroups 14d vs 28d
CUSTOMER Consistency of Sum of item Discount 14d vs 28d
CUSTOMER Consistency of invoice Amount across invoice Weekdays 14d vs 28d
CUSTOMER Consistency of Sum of item Quantity 14d vs 28d
CUSTOMER vs OVERALL Avg of invoice Amount 28d
CUSTOMER vs OVERALL invoice Amount across invoice Weekdays 28d
CUSTOMER vs OVERALL Avg of INVOICE Count of item 28d
CUSTOMER vs OVERALL Avg of INVOICE Sum of item Discount 28d
CUSTOMER vs OVERALL Avg of item Quantity 28d
CUSTOMER vs OVERALL Avg of item UnitPrice 28d
CUSTOMER vs OVERALL Avg of item TotalCost 28d
CUSTOMER vs OVERALL Avg of item Discount 28d
CUSTOMER vs OVERALL item TotalCost across product ProductGroups 28d
CUSTOMER invoice Weekday with Highest sum of invoice Amount 28d
CUSTOMER product ProductGroup with Highest sum of item TotalCost 28d
CUSTOMER invoice Amount across invoice Weekdays 14d
CUSTOMER item TotalCost across product ProductGroups 14d
CUSTOMER Time Since Latest Change in State
CUSTOMER Time Since Latest Change in PostalCode
CUSTOMER Avg ProductGroup Embedding 14d vs 182d
PRODUCT ProductGroup
PRODUCT Count of item 14d
PRODUCT Time Since Latest invoice Timestamp
PRODUCT Avg of item Quantity 14d
PRODUCT Max of item Quantity 14d
PRODUCT Sum of item Quantity 14d
PRODUCT Avg of item UnitPrice 14d
PRODUCT Max of item UnitPrice 14d
PRODUCT Avg of item TotalCost 14d
PRODUCT Max of item TotalCost 14d
PRODUCT Sum of item TotalCost 14d
PRODUCT Avg of item Discount 14d
PRODUCT Max of item Discount 14d
PRODUCT Sum of item Discount 14d
PRODUCT Std of item Quantity 14d
PRODUCT Std of item UnitPrice 14d
PRODUCT Std of item TotalCost 14d
PRODUCT Std of item Discount 14d
PRODUCT Variability of customer Gender based on item TotalCost 28d
PRODUCT Unique Count of customer Gender 14d
PRODUCT Variability of customer State based on item TotalCost 28d
PRODUCT Unique Count of customer State 14d
PRODUCT Variability of customer PostalCode based on item TotalCost 28d
PRODUCT Unique Count of customer PostalCode 14d
PRODUCT Variability of invoice Weekday based on item TotalCost 28d
PRODUCT Unique Count of invoice Weekday 14d
PRODUCT Variability of customer Age band based on item TotalCost 28d
PRODUCT Unique Count of customer Age band 14d
PRODUCT Consistency of Sum of item Quantity 14d vs 28d
PRODUCT Consistency of item TotalCost across customer Genders 14d vs 28d
PRODUCT Consistency of item TotalCost across invoice Weekdays 14d vs 28d
PRODUCT Consistency of Sum of item TotalCost 14d vs 28d
PRODUCT Consistency of item TotalCost across customer Age bands 14d vs 28d
PRODUCT Consistency of Sum of item Discount 14d vs 28d
PRODUCT vs PRODUCTGROUP Avg of item Quantity 28d
PRODUCT vs OVERALL Avg of item Quantity 28d
PRODUCT vs PRODUCTGROUP Avg of item UnitPrice 28d
PRODUCT vs OVERALL Avg of item UnitPrice 28d
PRODUCT vs PRODUCTGROUP Avg of item TotalCost 28d
PRODUCT vs OVERALL Avg of item TotalCost 28d
PRODUCT vs PRODUCTGROUP Avg of item Discount 28d
PRODUCT vs OVERALL Avg of item Discount 28d
PRODUCT vs PRODUCTGROUP item TotalCost across customer Genders 28d
PRODUCT vs OVERALL item TotalCost across customer Genders 28d
PRODUCT vs PRODUCTGROUP item TotalCost across invoice Weekdays 28d
PRODUCT vs OVERALL item TotalCost across invoice Weekdays 28d
PRODUCT vs PRODUCTGROUP item TotalCost across customer Age bands 28d
PRODUCT vs OVERALL item TotalCost across customer Age bands 28d
PRODUCT customer Gender with Highest sum of item TotalCost 28d
PRODUCT customer State with Highest sum of item TotalCost 28d
PRODUCT customer PostalCode with Highest sum of item TotalCost 28d
PRODUCT invoice Weekday with Highest sum of item TotalCost 28d
PRODUCT customer Age band with Highest sum of item TotalCost 28d
PRODUCT item TotalCost across customer Genders 14d
PRODUCT item TotalCost across invoice Weekdays 14d
PRODUCT item TotalCost across customer Age bands 14d
PRODUCT ProductGroup Embedding
CUSTOMER X PRODUCT Count of item 14d
CUSTOMER X PRODUCT Latest item Quantity
CUSTOMER X PRODUCT Latest item UnitPrice
CUSTOMER X PRODUCT Latest item TotalCost
CUSTOMER X PRODUCT Latest item Discount
CUSTOMER X PRODUCT Latest invoice Weekday
CUSTOMER X PRODUCT Sum of item Quantity 14d
CUSTOMER X PRODUCT Sum of item TotalCost 14d
CUSTOMER X PRODUCT Sum of item Discount 14d
CUSTOMER X PRODUCT Consistency of Sum of item Discount 14d vs 28d
CUSTOMER X PRODUCT Consistency of Sum of item TotalCost 14d vs 28d
CUSTOMER X PRODUCT Consistency of Sum of item Quantity 14d vs 28d
CUSTOMER X PRODUCT Time Since Latest invoice Timestamp
CUSTOMER X PRODUCT product ProductGroup Representation in CUSTOMER item TotalCost 14d
ITEM Quantity
ITEM UnitPrice
ITEM TotalCost
ITEM Discount
ITEM Quantity Z Score to PRODUCT item Quantity 14d
ITEM Quantity to PRODUCT item Quantity ratio 14d
ITEM Quantity Z Score to PRODUCTGROUP item Quantity 14d
ITEM Quantity Z Score to CUSTOMER item Quantity 14d
ITEM Quantity to CUSTOMER item Quantity ratio 14d
ITEM Quantity Z Score to CUSTOMER X PRODUCT item Quantity 14d
ITEM Quantity to CUSTOMER X PRODUCT item Quantity ratio 14d
ITEM Quantity Z Score to OVERALL item Quantity 14d
ITEM UnitPrice Z Score to PRODUCT item UnitPrice 14d
ITEM UnitPrice Z Score to PRODUCTGROUP item UnitPrice 14d
ITEM UnitPrice Z Score to CUSTOMER item UnitPrice 14d
ITEM UnitPrice Z Score to CUSTOMER X PRODUCT item UnitPrice 14d
ITEM UnitPrice Z Score to OVERALL item UnitPrice 14d
ITEM TotalCost Z Score to PRODUCT item TotalCost 14d
ITEM TotalCost to PRODUCT item TotalCost ratio 14d
ITEM TotalCost Z Score to PRODUCTGROUP item TotalCost 14d
ITEM TotalCost Z Score to CUSTOMER item TotalCost 14d
ITEM TotalCost Z Score to CUSTOMER X PRODUCT item TotalCost 14d
ITEM TotalCost to CUSTOMER X PRODUCT item TotalCost ratio 14d
ITEM TotalCost Z Score to OVERALL item TotalCost 14d
ITEM Discount Z Score to PRODUCT item Discount 14d
ITEM Discount to PRODUCT item Discount ratio 14d
ITEM Discount Z Score to PRODUCTGROUP item Discount 14d
ITEM Discount Z Score to CUSTOMER item Discount 14d
ITEM Discount to CUSTOMER item Discount ratio 14d
ITEM Discount Z Score to CUSTOMER X PRODUCT item Discount 14d
ITEM Discount to CUSTOMER X PRODUCT item Discount ratio 14d
ITEM Discount Z Score to OVERALL item Discount 14d
ITEM Discount to INVOICE item Discount ratio
INVOICE Amount
INVOICE Hour
INVOICE Weekday
INVOICE Day
INVOICE Week
INVOICE Month
INVOICE Quarter
INVOICE Count of item
INVOICE Sum of item Discount
INVOICE Variability of product ProductGroup based on item TotalCost
INVOICE Unique Count of product ProductGroup
INVOICE Amount Z Score to CUSTOMER invoice Amount 14d
INVOICE Amount to CUSTOMER invoice Amount ratio 14d
INVOICE Amount Z Score to OVERALL invoice Amount 14d
INVOICE product ProductGroup with Highest sum of item TotalCost
INVOICE item TotalCost across product ProductGroups
INVOICE Avg ProductGroup Embedding
Installation
Connect to your Data Warehouse
Connect to your Data Warehouse
Databricks
Snowflake
BigQuery
Spark
Bring Your Own Transformer
Bring Your Own Transformer
Overview
Deploying Transformer Model
Deploying Transformer Model
Overview
Deploying as GCP Cloud function
Deploying using TorchServe
Deploying using Databricks MLFlow
Using transformer model with DataBricks Delta Live Tables (DLT) and FeatureByte
Registering UDF in Snowflake
Registering UDF in Spark (Databricks)
Using UDF with FeatureByte SDK
User Interface
SDK
SDK
SDK Overview
SDK Core Objects
SDK Reference
SDK Reference
FeatureStore
FeatureStore
Class Methods
Class Methods
FeatureStore.create
FeatureStore.get
FeatureStore.get_by_id
FeatureStore.list
Get
Get
FeatureStore.get_data_source
Info
Info
FeatureStore.created_at
FeatureStore.details
FeatureStore.info
FeatureStore.name
FeatureStore.type
FeatureStore.updated_at
Lineage
Lineage
FeatureStore.id
OnlineStore
OnlineStore
Class Methods
Class Methods
OnlineStore.create
OnlineStore.get
OnlineStore.get_by_id
OnlineStore.list
Info
Info
OnlineStore.created_at
OnlineStore.details
OnlineStore.info
OnlineStore.name
OnlineStore.updated_at
Lineage
Lineage
OnlineStore.id
Catalog
Catalog
Class Methods
Class Methods
Catalog.activate
Catalog.create
Catalog.get
Catalog.get_active
Catalog.get_by_id
Catalog.list
List
List
Catalog.list_batch_feature_tables
Catalog.list_batch_request_tables
Catalog.list_contexts
Catalog.list_deployments
Catalog.list_entities
Catalog.list_feature_lists
Catalog.list_features
Catalog.list_historical_feature_tables
Catalog.list_observation_tables
Catalog.list_relationships
Catalog.list_tables
Catalog.list_targets
Catalog.list_use_cases
Catalog.list_user_defined_functions
Get
Get
Catalog.get_batch_feature_table
Catalog.get_batch_feature_table_by_id
Catalog.get_batch_request_table
Catalog.get_batch_request_table_by_id
Catalog.get_context
Catalog.get_context_by_id
Catalog.get_data_source
Catalog.get_deployment
Catalog.get_deployment_by_id
Catalog.get_entity
Catalog.get_entity_by_id
Catalog.get_feature
Catalog.get_feature_by_id
Catalog.get_feature_job_setting_analysis_by_id
Catalog.get_feature_list
Catalog.get_feature_list_by_id
Catalog.get_historical_feature_table
Catalog.get_historical_feature_table_by_id
Catalog.get_observation_table
Catalog.get_observation_table_by_id
Catalog.get_relationship
Catalog.get_relationship_by_id
Catalog.get_table
Catalog.get_table_by_id
Catalog.get_target
Catalog.get_target_by_id
Catalog.get_use_case
Catalog.get_use_case_by_id
Catalog.get_user_defined_function
Catalog.get_user_defined_function_by_id
Catalog.get_view
Create
Create
Catalog.create_entity
Manage
Manage
Catalog.update_name
Info
Info
Catalog.created_at
Catalog.info
Catalog.name
Catalog.updated_at
Lineage
Lineage
Catalog.id
DataSource
DataSource
List
List
DataSource.list_databases
DataSource.list_schemas
DataSource.list_source_tables
Get
Get
DataSource.get_source_table
Info
Info
DataSource.type
SourceTable
SourceTable
Create Table
Create Table
SourceTable.create_batch_request_table
SourceTable.create_dimension_table
SourceTable.create_event_table
SourceTable.create_item_table
SourceTable.create_observation_table
SourceTable.create_scd_table
SourceTable.create_time_series_table
Explore
Explore
SourceTable.describe
SourceTable.preview
SourceTable.sample
Table
Table
Class Methods
Class Methods
DimensionTable.get_by_id
EventTable.get_by_id
ItemTable.get_by_id
SCDTable.get_by_id
TimeSeriesTable.get_by_id
Type
Type
DimensionTable
EventTable
ItemTable
SCDTable
TimeSeriesTable
Get View
Get View
DimensionTable.get_view
EventTable.get_view
ItemTable.get_view
SCDTable.get_change_view
SCDTable.get_view
TimeSeriesTable.get_view
Add Metadata
Add Metadata
Table.update_record_creation_timestamp_column
Manage
Manage
Table.update_status
Set Feature Job
Set Feature Job
EventTable.create_new_feature_job_setting_analysis
EventTable.initialize_default_feature_job_setting
EventTable.list_feature_job_setting_analysis
EventTable.update_default_feature_job_setting
Explore
Explore
Table.describe
Table.preview
Table.sample
Info
Info
EventTable.default_feature_job_setting
ItemTable.default_feature_job_setting
Table.column_cleaning_operations
Table.columns
Table.columns_info
Table.created_at
Table.dtypes
Table.info
Table.name
Table.record_creation_timestamp_column
Table.status
Table.type
Table.updated_at
Lineage
Lineage
ItemTable.event_table_id
Table.catalog_id
Table.entity_ids
Table.feature_store
Table.id
Table.preview_sql
TableColumn
TableColumn
Add Metadata
Add Metadata
TableColumn.as_entity
TableColumn.update_critical_data_info
TableColumn.update_description
Manage
Manage
TableColumn.update_description
Explore
Explore
TableColumn.describe
TableColumn.preview
TableColumn.sample
Info
Info
TableColumn.cleaning_operations
TableColumn.name
Lineage
Lineage
TableColumn.preview_sql
Entity
Entity
Manage
Manage
Entity.update_name
Info
Info
Entity.created_at
Entity.info
Entity.name
Entity.name_history
Entity.parents
Entity.serving_names
Entity.updated_at
Lineage
Lineage
Entity.catalog_id
Entity.id
Relationship
Relationship
Manage
Manage
Relationship.disable
Relationship.enable
Info
Info
Relationship.created_at
Relationship.info
Relationship.name
Relationship.updated_at
Lineage
Lineage
Relationship.catalog_id
Relationship.id
View
View
Type
Type
ChangeView
DimensionView
EventView
ItemView
SCDView
TimeSeriesView
Create
Create
View.raw
Create Feature
Create Feature
View.as_features
view.groupby
Create Table
Create Table
View.create_batch_request_table
View.create_observation_table
Join
Join
EventView.add_feature
ItemView.join_event_table_attributes
View.join
Explore
Explore
View.describe
View.preview
View.sample
Info
Info
ChangeView.default_feature_job_setting
ChangeView.get_default_feature_job_setting
DimensionView.dimension_id_column
EventView.default_feature_job_setting
EventView.event_id_column
ItemView.default_feature_job_setting
ItemView.event_id_column
ItemView.event_table_id
ItemView.item_id_column
SCDView.current_flag_column
SCDView.effective_timestamp_column
SCDView.end_timestamp_column
SCDView.natural_key_column
SCDView.natural_key_column
Table of contents
Returns
SCDView.surrogate_key_column
TimeSeriesView.reference_datetime_column
TimeSeriesView.reference_datetime_schema
TimeSeriesView.series_id_column
TimeSeriesView.time_interval
View.column_cleaning_operations
View.columns
View.columns_info
View.dtypes
View.entity_columns
View.get_join_column
View.timestamp_column
Lineage
Lineage
View.feature_store
View.preview_sql
ViewColumn
ViewColumn
Create Feature
Create Feature
ViewColumn.as_feature
Create Target
Create Target
ViewColumn.as_target
Transform
Transform
ViewColumn.abs
ViewColumn.astype
ViewColumn.ceil
ViewColumn.dt.day
ViewColumn.dt.day_of_week
ViewColumn.dt.hour
ViewColumn.dt.microsecond
ViewColumn.dt.millisecond
ViewColumn.dt.minute
ViewColumn.dt.month
ViewColumn.dt.quarter
ViewColumn.dt.second
ViewColumn.dt.tz_offset
ViewColumn.dt.week
ViewColumn.dt.year
ViewColumn.exp
ViewColumn.fillna
ViewColumn.floor
ViewColumn.isin
ViewColumn.isnull
ViewColumn.log
ViewColumn.notnull
ViewColumn.pow
ViewColumn.sqrt
ViewColumn.str.contains
ViewColumn.str.len
ViewColumn.str.lower
ViewColumn.str.lstrip
ViewColumn.str.pad
ViewColumn.str.replace
ViewColumn.str.rstrip
ViewColumn.str.slice
ViewColumn.str.strip
ViewColumn.str.upper
Lags
Lags
ChangeViewColumn.lag
EventViewColumn.lag
Explore
Explore
ViewColumn.describe
ViewColumn.preview
ViewColumn.sample
Info
Info
ViewColumn.cleaning_operations
ViewColumn.dtype
ViewColumn.is_datetime
ViewColumn.is_numeric
ViewColumn.name
Lineage
Lineage
ViewColumn.feature_store
ViewColumn.preview_sql
Context
Context
Class Methods
Class Methods
Context.get
Context.get_by_id
Context.list
List
List
Context.list_observation_tables
Create
Create
Context.create
Add Metadata
Add Metadata
Context.add_observation_table
Save
Save
Context.save
Manage
Manage
Context.update_description
Info
Info
Context.created_at
Context.name
Context.primary_entities
Context.updated_at
Lineage
Lineage
Context.default_eda_table
Context.default_preview_table
Context.id
Context.update_default_eda_table
Context.update_default_preview_table
UseCase
UseCase
Class Methods
Class Methods
UseCase.get
UseCase.get_by_id
UseCase.list
List
List
UseCase.list_deployments
UseCase.list_feature_tables
UseCase.list_observation_tables
Create
Create
UseCase.create
Add Metadata
Add Metadata
UseCase.add_observation_table
Save
Save
UseCase.save
Manage
Manage
UseCase.update_description
Info
Info
UseCase.context
UseCase.created_at
UseCase.info
UseCase.name
UseCase.target
UseCase.updated_at
Lineage
Lineage
UseCase.default_eda_table
UseCase.default_preview_table
UseCase.id
UseCase.update_default_eda_table
UseCase.update_default_preview_table
Target
Target
Create
Create
TargetNamespace.create
Save
Save
Target.save
Transform
Transform
Target.abs
Target.astype
Target.ceil
Target.dt.day
Target.dt.day_of_week
Target.dt.hour
Target.dt.microsecond
Target.dt.millisecond
Target.dt.minute
Target.dt.month
Target.dt.quarter
Target.dt.second
Target.dt.tz_offset
Target.dt.week
Target.dt.year
Target.exp
Target.fillna
Target.floor
Target.isin
Target.isnull
Target.log
Target.notnull
Target.pow
Target.sqrt
Target.str.contains
Target.str.len
Target.str.lower
Target.str.lstrip
Target.str.pad
Target.str.replace
Target.str.rstrip
Target.str.slice
Target.str.strip
Target.str.upper
Serve
Serve
Target.compute_target_table
Target.compute_targets
Explore
Explore
Target.preview
Info
Info
Target.created_at
Target.dtype
Target.info
Target.is_datetime
Target.is_numeric
Target.name
Target.saved
Target.updated_at
Target.version
Lineage
Lineage
Target.catalog_id
Target.definition
Target.entity_ids
Target.feature_store
Target.id
Target.primary_entity
Feature
Feature
Save
Save
Feature.save
Manage
Manage
Feature.as_default_version
Feature.create_new_version
Feature.delete
Feature.get_feature_jobs_status
Feature.list_versions
Feature.update_default_version_mode
Feature.update_readiness
Transform
Transform
Feature.abs
Feature.astype
Feature.cd.cosine_similarity
Feature.cd.entropy
Feature.cd.get_rank
Feature.cd.get_relative_frequency
Feature.cd.get_value
Feature.cd.key_with_highest_value
Feature.cd.key_with_lowest_value
Feature.cd.most_frequent
Feature.cd.unique_count
Feature.ceil
Feature.dt.day
Feature.dt.day_of_week
Feature.dt.hour
Feature.dt.microsecond
Feature.dt.millisecond
Feature.dt.minute
Feature.dt.month
Feature.dt.quarter
Feature.dt.second
Feature.dt.tz_offset
Feature.dt.week
Feature.dt.year
Feature.exp
Feature.fillna
Feature.floor
Feature.isin
Feature.isnull
Feature.log
Feature.notnull
Feature.pow
Feature.sqrt
Feature.str.contains
Feature.str.len
Feature.str.lower
Feature.str.lstrip
Feature.str.pad
Feature.str.replace
Feature.str.rstrip
Feature.str.slice
Feature.str.strip
Feature.str.upper
Explore
Explore
Feature.preview
Info
Info
Feature.created_at
Feature.dtype
Feature.info
Feature.is_datetime
Feature.is_default
Feature.is_numeric
Feature.name
Feature.online_enabled
Feature.readiness
Feature.saved
Feature.updated_at
Feature.version
Lineage
Lineage
Feature.catalog_id
Feature.definition
Feature.entity_ids
Feature.feature_list_ids
Feature.feature_store
Feature.id
Feature.primary_entity
Feature.sql
FeatureGroup
FeatureGroup
Constructor
Constructor
FeatureGroup
Save
Save
FeatureGroup.save
Manage
Manage
FeatureGroup.drop
Explore
Explore
FeatureGroup.preview
Info
Info
FeatureGroup.feature_names
Lineage
Lineage
FeatureGroup.sql
FeatureList
FeatureList
List
List
FeatureList.list_deployments
Create Feature Group
Create Feature Group
FeatureList.drop
Constructor
Constructor
FeatureList
Save
Save
FeatureList.save
Manage
Manage
FeatureList.create_new_version
FeatureList.delete
FeatureList.get_feature_jobs_status
FeatureList.list_versions
FeatureList.update_status
Serve
Serve
FeatureList.compute_historical_feature_table
FeatureList.compute_historical_features
Deploy
Deploy
FeatureList.deploy
Explore
Explore
FeatureList.preview
Info
Info
FeatureList.created_at
FeatureList.default_feature_fraction
FeatureList.feature_names
FeatureList.info
FeatureList.is_default
FeatureList.list_features
FeatureList.name
FeatureList.production_ready_fraction
FeatureList.saved
FeatureList.status
FeatureList.updated_at
FeatureList.version
Lineage
Lineage
FeatureList.catalog_id
FeatureList.feature_ids
FeatureList.id
FeatureList.primary_entity
FeatureList.sql
ObservationTable
ObservationTable
Create
Create
ObservationTable.upload
Manage
Manage
ObservationTable.delete
ObservationTable.download
ObservationTable.to_pandas
ObservationTable.update_description
ObservationTable.update_purpose
Explore
Explore
ObservationTable.describe
ObservationTable.preview
ObservationTable.sample
Info
Info
ObservationTable.context_id
ObservationTable.created_at
ObservationTable.name
ObservationTable.primary_entity
ObservationTable.primary_entity_ids
ObservationTable.purpose
ObservationTable.updated_at
ObservationTable.use_case_ids
Lineage
Lineage
ObservationTable.id
HistoricalFeatureTable
HistoricalFeatureTable
List
List
HistoricalFeatureTable.list_deployments
Manage
Manage
HistoricalFeatureTable.delete
HistoricalFeatureTable.download
HistoricalFeatureTable.update_description
Explore
Explore
HistoricalFeatureTable.describe
HistoricalFeatureTable.preview
HistoricalFeatureTable.sample
Info
Info
HistoricalFeatureTable.created_at
HistoricalFeatureTable.name
HistoricalFeatureTable.updated_at
Lineage
Lineage
HistoricalFeatureTable.feature_list_id
HistoricalFeatureTable.id
HistoricalFeatureTable.observation_table_id
Deployment
Deployment
Class Methods
Class Methods
Deployment.get
Deployment.get_by_id
Deployment.list
Manage
Manage
Deployment.disable
Deployment.enable
Deployment.get_feature_jobs_status
Serve
Serve
Deployment.compute_batch_feature_table
Deployment.get_online_serving_code
Info
Info
Deployment.enabled
Deployment.info
Deployment.name
Lineage
Lineage
Deployment.feature_list_id
BatchRequestTable
BatchRequestTable
Manage
Manage
BatchRequestTable.delete
BatchRequestTable.download
BatchRequestTable.to_pandas
Explore
Explore
BatchRequestTable.describe
BatchRequestTable.preview
BatchRequestTable.sample
Info
Info
BatchRequestTable.context_id
BatchRequestTable.created_at
BatchRequestTable.name
BatchRequestTable.updated_at
Lineage
Lineage
BatchRequestTable.id
BatchFeatureTable
BatchFeatureTable
Manage
Manage
BatchFeatureTable.delete
BatchFeatureTable.download
Explore
Explore
BatchFeatureTable.describe
BatchFeatureTable.preview
BatchFeatureTable.sample
Info
Info
BatchFeatureTable.created_at
BatchFeatureTable.name
BatchFeatureTable.updated_at
Lineage
Lineage
BatchFeatureTable.batch_request_table_id
BatchFeatureTable.deployment_id
BatchFeatureTable.id
UserDefinedFunction
UserDefinedFunction
Class Methods
Class Methods
UserDefinedFunction.create
UserDefinedFunction.get
Manage
Manage
UserDefinedFunction.delete
UserDefinedFunction.update_function_parameters
UserDefinedFunction.update_output_dtype
UserDefinedFunction.update_sql_function_name
Info
Info
UserDefinedFunction.created_at
UserDefinedFunction.function_parameters
UserDefinedFunction.info
UserDefinedFunction.is_global
UserDefinedFunction.name
UserDefinedFunction.output_dtype
UserDefinedFunction.signature
UserDefinedFunction.sql_function_name
Utility Classes
Utility Classes
Feature Store Details
Feature Store Details
BigQueryDetails
DatabricksDetails
DatabricksUnityDetails
SnowflakeDetails
SparkDetails
Online Store Details
Online Store Details
MySQLOnlineStoreDetails
RedisOnlineStoreDetails
Credential
Credential
AccessTokenCredential
AzureBlobStorageCredential
GCSStorageCredential
GoogleCredential
S3StorageCredential
UsernamePasswordCredential
Create Table
Create Table
TimeInterval
TimestampSchema
Feature
Feature
FeatureVersionInfo
Feature Job Setting
Feature Job Setting
CronFeatureJobSetting
Crontab
FeatureJobSetting
FeatureJobSettingAnalysis
FeatureJobSettingAnalysis.backtest
FeatureJobSettingAnalysis.display_report
FeatureJobSettingAnalysis.download_report
FeatureJobSettingAnalysis.get_by_id
FeatureJobSettingAnalysis.get_recommendation
FeatureJobSettingAnalysis.info
TableFeatureJobSetting
Groupby
Groupby
view.GroupBy
view.GroupBy.aggregate
view.GroupBy.aggregate_asat
view.GroupBy.aggregate_over
view.GroupBy.forward_aggregate
view.GroupBy.forward_aggregate_asat
Enums
Enums
AggFunc
DefaultVersionMode
FeatureListStatus
Purpose
SourceType
StorageType
TableStatus
TimeIntervalUnit
enum.DBVarType
Cleaning Operation
Cleaning Operation
ColumnCleaningOperation
DisguisedValueImputation
MissingValueImputation
StringValueImputation
TableCleaningOperation
UnexpectedValueImputation
ValueBeyondEndpointImputation
RequestColumn
RequestColumn
RequestColumn.point_in_time
UserDefinedFunction
UserDefinedFunction
FunctionParameter
Utility Methods
Utility Methods
List
List
list_deployments
list_unsaved_features
Transform
Transform
haversine
to_timedelta
Concepts
Roadmap
Roadmap
Roadmap
Changelog
Table of contents
Returns
featurebyte.SCDView.natural_key_column
¶
natural_key_column
:
Optional[str]
Returns
¶
Optional[str]