Abstract: The insertion into a data stream of collection records associated with multiple collections of data items in the data stream, for purposes of aiding in subsequent processing of the data stream by collections. Each collection record comprises a collection definition that does not overlap with the collection definition in any of the sequence of collection records including the collection definition of any neighboring collection record in the sequence of collection records. Each collection record also includes a data stream address range extending from the first data item to the last data item in the collection.

Abstract: A lockless open collection data structure used to create a sequence of collection records. The sequence of collection records may be inserted into a data stream for purposes of assisting in subsequent processing of the data stream in a parallel manner, by collection. The open collection data structure is re-usable for multiple collections of data items within the data stream. The use of the open collection data structure may occur while a data stream that includes multiple different types of data items is being evaluated. The open collection data structure is used to track an expandable collection definition of a currently open collection. Upon detecting that the collection definition is no longer expandable, the collection record is created based on state within the open collection data structure. Once the collection record for a collection has been created, the open collection data structure becomes available for the next collection record.

Abstract: The logging of tasks associated with multiple transactions in the context in which the computing system is capable of having multiple of the transactions active at a given time, and thus in which the order of completion of the transactions is not guaranteed to be the same as the order of initiation of the transactions. A sequence of transaction segment records is added to the log. Each transaction segment record comprises a transaction identifier range that does not overlap with the transaction identifier range in any of the sequence of transaction segment records including the transaction identifier range of any neighboring transaction segment record in the sequence of transaction segment records. Each transaction segment record also includes a log entry identifier range extending from the first task of the first of the transactions to be initiated to the last task of the last transaction to complete.

Abstract: A lockless open collection data structure used to create a sequence of collection records. The sequence of collection records may be inserted into a data stream for purposes of assisting in subsequent processing of the data stream in a parallel manner, by collection. The open collection data structure is re-usable for multiple collections of data items within the data stream. The use of the open collection data structure may occur while a data stream that includes multiple different types of data items is being evaluated. The open collection data structure is used to track an expandable collection definition of a currently open collection. Upon detecting that the collection definition is no longer expandable, the collection record is created based on state within the open collection data structure. Once the collection record for a collection has been created, the open collection data structure becomes available for the next collection record.

Abstract: The insertion into a data stream of collection records associated with multiple collections of data items in the data stream, for purposes of aiding in subsequent processing of the data stream by collections. Each collection record comprises a collection definition that does not overlap with the collection definition in any of the sequence of collection records including the collection definition of any neighboring collection record in the sequence of collection records. Each collection record also includes a data stream address range extending from the first data item to the last data item in the collection.

Abstract: The logging of tasks associated with multiple transactions in the context in which the computing system is capable of having multiple of the transactions active at a given time, and thus in which the order of completion of the transactions is not guaranteed to be the same as the order of initiation of the transactions. A sequence of transaction segment records is added to the log. Each transaction segment record comprises a transaction identifier range that does not overlap with the transaction identifier range in any of the sequence of transaction segment records including the transaction identifier range of any neighboring transaction segment record in the sequence of transaction segment records. Each transaction segment record also includes a log entry identifier range extending from the first task of the first of the transactions to be initiated to the last task of the last transaction to complete.