Google Inc.

Singlestore, Inc.

Snowflake Inc.

Yevgeniy Kogan

Sergey Melnik

Rajesh Rao

Szu-Po Wang

Zhou Sun

Eric Norman Hanson

Nikita Shamgunov

Connor Gregory Watts

Istvan Cseri

Tyler Jones

Tyler Arthur Akidau

Daniel E Sotolongo

Fabian Hueske

Dzmitry Pauliukevich

Disclosed herein is a computer-implemented method of processing a query using a columnstore comprising a plurality of segments, the method comprising: receiving a query comprising a parameter; determining a key corresponding to the parameter; identifying a mapping structure, from a plurality of mapping structures, relating to said key, wherein each mapping structure corresponds to a respective segment of the columnstore; interrogating the identified mapping structure to determine a value corresponding to the key, wherein the value identifies an entry of an index table of a plurality of index tables that corresponds to the respective segment, wherein the entry of the index table identifies a row of the respective segment of the columnstore relating to the parameter; and retrieving data relating to the parameter from a data source based on data stored in the entry of the index table.

Method of performing transactional and analytical data processing using a data structure

Techniques described herein can accelerate change data capture determinations such as stream reads, which show changes made to a table between two points in time. Three distinct row bitests that mark deleted, updated, inserted, rows in micro-partitions can be added as metadata for the table. These bitsets can be generated during DML operations and then stored as metadata of the new partition generated by the DML operations. The bitsets can then be used to generate streams showing the changes in the table between two points in time (changes interval).

Accelerating change data capture determination using row bitsets preliminary

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for restarting a query using a token. One of the methods includes receiving, by a computer from a requesting device, a query; determining, using a data storage system, a current result responsive to the query; generating, using the current result, a restart token that represents operations performed to determine a plurality of results responsive to the query including the current result responsive to the query and that can be used to determine a new result responsive to the query that was not included in the plurality of results responsive to the query; and providing, to the requesting device, a message that includes a) first data for the restart token that represents operations performed to determine the plurality of results responsive to the query and b) second data for the current result responsive to the query.

Query restartability

Accelerating change data capture determination using row bitsets

Growing community of inventors

Kirkland, WA, United States of America

Yevgeniy Kogan