Class BaseExtractor<TConfig>

Base class for extractors writing timeseries, events or datapoints.

Inheritance

object

BaseExtractor<TConfig>

Implements

IDisposable

IAsyncDisposable

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Cognite.Extractor.Utils

Assembly: ExtractorUtils.dll

Syntax

public abstract class BaseExtractor<TConfig> : IDisposable, IAsyncDisposable where TConfig : VersionedConfig

Type Parameters

Name	Description
TConfig

Constructors

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BaseExtractor(TConfig, IServiceProvider, CogniteDestination?, ExtractionRun?, RemoteConfigManager<TConfig>?)

Constructor

Declaration

public BaseExtractor(TConfig config, IServiceProvider provider, CogniteDestination? destination = null, ExtractionRun? run = null, RemoteConfigManager<TConfig>? configManager = null)

Parameters

Type	Name	Description
TConfig	config	Configuration object
IServiceProvider	provider	Service provider
CogniteDestination	destination	Cognite destination
ExtractionRun	run	Optional extraction run
RemoteConfigManager<TConfig>	configManager	Optional remote config manager

Properties

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Config

Configuration object

Declaration

protected TConfig Config { get; }

Property Value

Type	Description
TConfig

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ConfigManager

Config manager for fetching remote configs, will contain the newest config version and its revision.

Declaration

protected RemoteConfigManager<TConfig>? ConfigManager { get; }

Property Value

Type	Description
RemoteConfigManager<TConfig>

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Destination

CDF destination

Declaration

protected CogniteDestination? Destination { get; }

Property Value

Type	Description
CogniteDestination

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EventUploadQueue

Event upload queue

Declaration

protected EventUploadQueue? EventUploadQueue { get; }

Property Value

Type	Description
EventUploadQueue

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Provider

Access to the service provider this extractor was built from

Declaration

protected IServiceProvider Provider { get; }

Property Value

Type	Description
IServiceProvider

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RawUploadQueues

Raw upload queues, by dbName-tableName and type.

Declaration

protected Dictionary<(string name, Type type), IUploadQueue> RawUploadQueues { get; }

Property Value

Type	Description
Dictionary<(string name, Type type), IUploadQueue>

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Run

Extraction run for reporting to an extraction pipeline in CDF.

Declaration

protected ExtractionRun? Run { get; }

Property Value

Type	Description
ExtractionRun

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Scheduler

Scheduler for running various periodic tasks

Declaration

protected PeriodicScheduler Scheduler { get; set; }

Property Value

Type	Description
PeriodicScheduler

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Source

Cancellation token source

Declaration

protected CancellationTokenSource Source { get; set; }

Property Value

Type	Description
CancellationTokenSource

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TSUploadQueue

Timeseries upload queue

Declaration

protected TimeSeriesUploadQueue? TSUploadQueue { get; }

Property Value

Type	Description
TimeSeriesUploadQueue

Methods

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CreateEventQueue(int, TimeSpan, Func<QueueUploadResult<EventCreate>, Task>?, string?)

Set the EventUploadQueue value to a new event queue.

Declaration

protected void CreateEventQueue(int maxSize, TimeSpan uploadInterval, Func<QueueUploadResult<EventCreate>, Task>? callback, string? bufferPath = null)

Parameters

Type	Name	Description
int	maxSize	Maximum size of queue before pushing to CDF, 0 for no limit
TimeSpan	uploadInterval	Interval between each push to CDF
Func<QueueUploadResult<EventCreate>, Task>	callback	Callback after each push to CDF
string	bufferPath	Optional path to buffer file

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CreateRawQueue<T>(string, string, int, TimeSpan, Func<QueueUploadResult<(string key, T columns)>, Task>)

Create a raw queue with the given type and name

Declaration

protected void CreateRawQueue<T>(string dbName, string tableName, int maxSize, TimeSpan uploadInterval, Func<QueueUploadResult<(string key, T columns)>, Task> callback)

Parameters

Type	Name	Description
string	dbName	Name of database in Raw
string	tableName	Name of table in Raw
int	maxSize	Max size of queue before triggering push, 0 for no limit
TimeSpan	uploadInterval	Interval between each push to CDF
Func<QueueUploadResult<(string key, T columns)>, Task>	callback	Callback after each push

Type Parameters

Name	Description
T	Type of columns in raw queue

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CreateTimeseriesQueue(int, TimeSpan, Func<QueueUploadResult<(Identity id, Datapoint dp)>, Task>?, string?)

Set the TSUploadQueue value to a new timeseries queue.

Declaration

protected void CreateTimeseriesQueue(int maxSize, TimeSpan uploadInterval, Func<QueueUploadResult<(Identity id, Datapoint dp)>, Task>? callback, string? bufferPath = null)

Parameters

Type	Name	Description
int	maxSize	Maximum size of queue before pushing to CDF, 0 for no limit
TimeSpan	uploadInterval	Interval between each push to CDF
Func<QueueUploadResult<(Identity id, Datapoint dp)>, Task>	callback	Callback after each push to CDF
string	bufferPath	Optional path to buffer file

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Dispose()

Dispose extractor. Use DisposeAsync instead if possible.

Declaration

public void Dispose()

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Dispose(bool)

Dispose of extractor, waiting for running tasks and pushing everything pending to CDF. Use DisposeAsync instead if possible.

Declaration

protected virtual void Dispose(bool disposing)

Parameters

Type	Name	Description
bool	disposing	True if disposing

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DisposeAsync()

Dispose extractor asynchronously. Preferred over synchronous dispose.

Declaration

public ValueTask DisposeAsync()

Returns

Type	Description
ValueTask

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DisposeAsyncCore()

Internal method to dispose asynchronously.

Declaration

protected virtual ValueTask DisposeAsyncCore()

Returns

Type	Description
ValueTask

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Init(CancellationToken)

Called before Start() and TestConfig(), by default initializes just Source and Scheduler.

Declaration

protected virtual void Init(CancellationToken token)

Parameters

Type	Name	Description
CancellationToken	token

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OnStop()

Called when the extractor is stopping.

Declaration

protected virtual Task OnStop()

Returns

Type	Description
Task

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RunWithHighAvailabilityAndWait(HighAvailabilityConfig, TimeSpan?, TimeSpan?)

Method called to add high availability to an extractor.

Declaration

public Task RunWithHighAvailabilityAndWait(HighAvailabilityConfig config, TimeSpan? interval = null, TimeSpan? inactivityThreshold = null)

Parameters

Type	Name	Description
HighAvailabilityConfig	config	Configuration object
TimeSpan?	interval	Optional update state interval.
TimeSpan?	inactivityThreshold	Optional threshold for extractor being inactive.

Returns

Type	Description
Task

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ScheduleDatapointsRun(string, TimeSpan, Func<CancellationToken, Task<IEnumerable<(Identity id, Datapoint dp)>>>)

Schedule a periodic run retrieving datapoints from source systems.

Declaration

protected void ScheduleDatapointsRun(string scheduleName, TimeSpan readInterval, Func<CancellationToken, Task<IEnumerable<(Identity id, Datapoint dp)>>> readDatapoints)

Parameters

Type	Name	Description
string	scheduleName	Name of task in Scheduler, must be unique
TimeSpan	readInterval	Interval between each read
Func<CancellationToken, Task<IEnumerable<(Identity id, Datapoint dp)>>>	readDatapoints	Function reading datapoints from the source system

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ScheduleEventsRun(string, TimeSpan, Func<CancellationToken, Task<IEnumerable<EventCreate>>>)

Schedule a periodic run retrieving events from source systems.

Declaration

protected void ScheduleEventsRun(string scheduleName, TimeSpan readInterval, Func<CancellationToken, Task<IEnumerable<EventCreate>>> readEvents)

Parameters

Type	Name	Description
string	scheduleName	Name of task in Scheduler, must be unique
TimeSpan	readInterval	Interval between each read
Func<CancellationToken, Task<IEnumerable<EventCreate>>>	readEvents	Function reading events from the source system

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ScheduleRawRun<T>(string, string, string, TimeSpan, Func<CancellationToken, Task<IEnumerable<(string key, T columns)>>>)

Schedule a periodic run with the given type and name. Requires a raw queue with matching type and db/table to be created first.

Declaration

protected void ScheduleRawRun<T>(string scheduleName, string dbName, string tableName, TimeSpan readInterval, Func<CancellationToken, Task<IEnumerable<(string key, T columns)>>> readRawRows)

Parameters

Type	Name	Description
string	scheduleName	Name of schedule in Scheduler, must be unique
string	dbName	Database in Raw
string	tableName	Table in Raw
TimeSpan	readInterval	Interval between each execution of `readRawRows`
Func<CancellationToken, Task<IEnumerable<(string key, T columns)>>>	readRawRows	Function asynchronously returning a new batch of raw rows from the source system

Type Parameters

Name	Description
T	Type of columns

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Start()

Internal method starting the extractor. Should handle any creation of timeseries, setup of source systems, and calls to the various Schedule and Create protected methods. Should not be the actual extraction. Start should return once the extractor has successfully started. Other tasks can be scheduled in the PeriodicScheduler.

Declaration

protected abstract Task Start()

Returns

Type	Description
Task

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Start(CancellationToken)

Method called to start the extractor.

Declaration

public virtual Task Start(CancellationToken token)

Parameters

Type	Name	Description
CancellationToken	token	Cancellation token

Returns

Type	Description
Task

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TestConfig()

Verify that the extractor is configured correctly.

Declaration

protected virtual Task TestConfig()

Returns

Type	Description
Task	Task

Events

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OnConfigUpdate

If a RemoteConfigManager is provided, it will periodically look for config updates.

Declaration

protected event BaseExtractor<TConfig>.OnConfigUpdateHandler? OnConfigUpdate

Event Type

Type	Description
BaseExtractor<TConfig>.OnConfigUpdateHandler

Implements

IDisposable

IAsyncDisposable

Extension Methods

DataModelUtils.GetOrCreateResourcesAsync<T, T2>(T2, IEnumerable<InstanceIdentifier>, Func<IEnumerable<InstanceIdentifier>, IEnumerable<SourcedNodeWrite<T>>>, Func<IEnumerable<SourcedNodeWrite<T>>, SanitationMode, (IEnumerable<SourcedNodeWrite<T>>, IEnumerable<CogniteError<SourcedNodeWrite<T>>>)>, int, int, RetryMode, SanitationMode, CancellationToken)