Package com.cognite.client

Class Timeseries

  • public abstract class Timeseries
extends Object
    This class represents the Cognite timeseries api endpoint. It provides methods for reading and writing TimeseriesMetadata.

    • Field Detail

      • LOG

        protected static final org.slf4j.Logger LOG

    • Constructor Detail

      • Timeseries

        public Timeseries()

    • Method Detail

      • of

        public static Timeseries of​(CogniteClient client)
        Construct a new Timeseries object using the provided configuration. This method is intended for internal use--SDK clients should always use CogniteClient as the entry point to this class.
        Parameters:
        client - The CogniteClient to use for configuration settings.
        Returns:
        the assets api object.

      • dataPoints

        public DataPoints dataPoints()
        Returns DataPoints representing the time series data points api.
        Returns:
        The time series data points api object.

      • list

        public Iterator<List<com.cognite.client.dto.TimeseriesMetadata>> list​(Request requestParameters)
                                                               throws Exception
        Returns all TimeseriesMetadata object that matches the filters set in the Request. The results are paged through / iterated over via an Iterator--the entire results set is not buffered in memory, but streamed in "pages" from the Cognite api. If you need to buffer the entire results set, then you have to stream these results into your own data structure. The timeseries are retrieved using multiple, parallel request streams towards the Cognite api. The number of parallel streams are set in the ClientConfig.
        Parameters:
        requestParameters - the filters to use for retrieving timeseries.
        Returns:
        an Iterator to page through the results set.
        Throws:
        Exception

      • list

        public Iterator<List<com.cognite.client.dto.TimeseriesMetadata>> list​(Request requestParameters,
                                                                      String... partitions)
                                                               throws Exception
        Returns all TimeseriesMetadata objects that matches the filters set in the Request for the specified partitions. This method is intended for advanced use cases where you need direct control over the individual partitions. For example, when using the SDK in a distributed computing environment. The results are paged through / iterated over via an Iterator--the entire results set is not buffered in memory, but streamed in "pages" from the Cognite api. If you need to buffer the entire results set, then you have to stream these results into your own data structure.
        Parameters:
        requestParameters - the filters to use for retrieving the timeseries.
        partitions - the partitions to include.
        Returns:
        an Iterator to page through the results set.
        Throws:
        Exception

      • retrieve

        public List<com.cognite.client.dto.TimeseriesMetadata> retrieve​(List<com.cognite.client.dto.Item> items)
                                                         throws Exception
        Retrieves timeseries by id.
        Parameters:
        items - The item(s) externalId / id to retrieve.
        Returns:
        The retrieved timeseries.
        Throws:
        Exception

      • aggregate

        public com.cognite.client.dto.Aggregate aggregate​(Request requestParameters)
                                           throws Exception
        Performs an item aggregation request to Cognite Data Fusion. The default aggregation is a total item count based on the (optional) filters in the request. Multiple aggregation types are supported. Please refer to the Cognite API specification for more information on the possible settings.
        Parameters:
        requestParameters - The filtering and aggregates specification.
        Returns:
        The aggregation results.
        Throws:
        Exception
        See Also:
        Cognite API v1 specification

      • upsert

        public List<com.cognite.client.dto.TimeseriesMetadata> upsert​(List<com.cognite.client.dto.TimeseriesMetadata> timeseries)
                                                       throws Exception
        Creates or update a set of TimeseriesMetadata objects. If it is a new TimeseriesMetadata object (based on the id / externalId, then it will be created. If an TimeseriesMetadata object already exists in Cognite Data Fusion, it will be updated. The update behaviour is specified via the update mode in the ClientConfig settings.
        Parameters:
        timeseries - The timeseries to upsert
        Returns:
        The upserted timeseries
        Throws:
        Exception

      • delete

        public List<com.cognite.client.dto.Item> delete​(List<com.cognite.client.dto.Item> timeseries)
                                         throws Exception
        Throws:
        Exception

      • buildPartitionsList

        protected List<String> buildPartitionsList​(int noPartitions)
        Builds an array of partition specifications for parallel retrieval from the Cognite api. This specification is used as a parameter together with the filter / list endpoints. The number of partitions indicate the number of parallel read streams. Employ one partition specification per read stream.
        Parameters:
        noPartitions - The total number of partitions
        Returns:
        a List of partition specifications

      • listJson

        protected Iterator<List<String>> listJson​(ResourceType resourceType,
                                          Request requestParameters,
                                          String... partitions)
                                   throws Exception
        Will return the results from a list / filter api endpoint. For example, the filter assets endpoint. The results are paged through / iterated over via an Iterator--the entire results set is not buffered in memory, but streamed in "pages" from the Cognite api. If you need to buffer the entire results set, then you have to stream these results into your own data structure. This method support parallel retrieval via a set of partition specifications. The specified partitions will be collected and merged together before being returned via the Iterator.
        Parameters:
        resourceType - The resource type to query / filter / list. Ex. event, asset, time series.
        requestParameters - The query / filter specification. Follows the Cognite api request parameters.
        partitions - An optional set of partitions to read via.
        Returns:
        an Iterator over the results set.
        Throws:
        Exception

      • listJson

        protected Iterator<List<String>> listJson​(ResourceType resourceType,
                                          Request requestParameters,
                                          String partitionKey,
                                          String... partitions)
                                   throws Exception
        Will return the results from a list / filter api endpoint. For example, the filter assets endpoint. The results are paged through / iterated over via an Iterator--the entire results set is not buffered in memory, but streamed in "pages" from the Cognite api. If you need to buffer the entire results set, then you have to stream these results into your own data structure. This method support parallel retrieval via a set of partition specifications. The specified partitions will be collected and merged together before being returned via the Iterator.
        Parameters:
        resourceType - The resource type to query / filter / list. Ex. event, asset, time series.
        requestParameters - The query / filter specification. Follows the Cognite api request parameters.
        partitionKey - The key to use for the partitions in the read request. For example partition or cursor.
        partitions - An optional set of partitions to read via.
        Returns:
        an Iterator over the results set.
        Throws:
        Exception

      • retrieveJson

        protected List<String> retrieveJson​(ResourceType resourceType,
                                    Collection<com.cognite.client.dto.Item> items)
                             throws Exception
        Retrieve items by id.
        Parameters:
        resourceType - The item resource type (Event, Asset, etc.) to retrieve.
        items - The item(s) externalId / id to retrieve.
        Returns:
        The items in Json representation.
        Throws:
        Exception

      • aggregate

        protected com.cognite.client.dto.Aggregate aggregate​(ResourceType resourceType,
                                                     Request requestParameters)
                                              throws Exception
        Performs an item aggregation request to Cognite Data Fusion. The default aggregation is a total item count based on the (optional) filters in the request. Some resource types, for example Event, supports multiple types of aggregation.
        Parameters:
        resourceType - The resource type to perform aggregation of.
        requestParameters - The request containing filters.
        Returns:
        The aggregation result.
        Throws:
        Exception
        See Also:
        Cognite API v1 specification

      • addAuthInfo

        protected Request addAuthInfo​(Request request)
                       throws Exception
        Adds the required authentication information into the request object. If the request object already have complete auth info nothing will be added. The following authentication schemes are supported: 1) API key. When using an api key, this service will look up the corresponding project/tenant to issue requests to.
        Parameters:
        request - The request to enrich with auth information.
        Returns:
        The request parameters with auth info added to it.
        Throws:
        Exception

      • parseItems

        protected List<com.cognite.client.dto.Item> parseItems​(List<String> input)
                                                throws Exception
        Parses a list of item object in json representation to typed objects.
        Parameters:
        input - the item list in Json string representation
        Returns:
        the parsed item objects
        Throws:
        Exception

      • toRequestItems

        protected List<Map<String,​Object>> toRequestItems​(Collection<com.cognite.client.dto.Item> itemList)
        Converts a list of Item to a request object structure (that can later be parsed to Json).
        Parameters:
        itemList - The items to parse.
        Returns:
        The items in request item object form.

      • deDuplicate

        protected List<com.cognite.client.dto.Item> deDuplicate​(Collection<com.cognite.client.dto.Item> itemList)
        De-duplicates a collection of Item.
        Parameters:
        itemList -
        Returns:

      • itemsHaveId

        protected boolean itemsHaveId​(Collection<com.cognite.client.dto.Item> items)
        Returns true if all items contain either an externalId or id.
        Parameters:
        items -
        Returns:

      • mapItemToId

        protected Map<String,​com.cognite.client.dto.Item> mapItemToId​(Collection<com.cognite.client.dto.Item> items)
        Maps all items to their externalId (primary) or id (secondary). If the id function does not return any identity, the item will be mapped to the empty string. Via the identity mapping, this function will also perform deduplication of the input items.
        Parameters:
        items - the items to map to externalId / id.
        Returns:
        the Map with all items mapped to externalId / id.

      • parseString

        protected String parseString​(String itemJson,
                             String fieldName)
        Try parsing the specified Json path as a String.
        Parameters:
        itemJson - The Json string
        fieldName - The Json path to parse
        Returns:
        The Json path as a String.

      • parseName

        protected String parseName​(String json)
        Returns the name attribute value from a json input.
        Parameters:
        json - the json to parse
        Returns:
        The name value