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公开(公告)号:US11086900B2
公开(公告)日:2021-08-10
申请号:US16810645
申请日:2020-03-05
Applicant: Snowflake Inc.
Inventor: Thierry Cruanes , Benoit Dageville , Marcin Zukowski
IPC: G06F16/27 , G06F16/182 , G06F9/50 , G06F16/14 , G06F16/21 , G06F16/22 , G06F16/951 , G06F16/23 , G06F16/2455 , G06F16/2458 , G06F16/9535 , G06F16/2453 , G06F9/48 , H04L29/08
Abstract: A method and apparatus managing a set of processors for a set of queries is described. In an exemplary embodiment, a device receives a set of queries for a data warehouse, the set of queries including one or more queries to be processed by the data warehouse. The device further provisions a set of processors from a first plurality of processors, where the set of processors to process the set of queries, and a set of storage resources to store data for the set of queries. In addition, the device monitors a utilization of the set of processors as the set of processors processes the set of queries. The device additionally updates a number of the processors in the set of processors provisioned based on the utilization/Furthermore, the device processes the set of queries using the updated set of processors.
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公开(公告)号:US11086840B2
公开(公告)日:2021-08-10
申请号:US16213554
申请日:2018-12-07
Applicant: Snowflake Inc.
Inventor: Subramanian Muralidhar , Istvan Cseri , Torsten Grabs , Benoit Dageville
IPC: G06F16/23 , G06F16/27 , G06F16/245 , G06F9/46 , G06F16/18
Abstract: Systems, methods, and devices for generating a transactional change tracking summary for a database. A method includes executing a transaction on a table of a database, wherein the table includes a micro-partition and the transaction is executed on the micro-partition. The method includes, in response to the transaction being fully executed, generating a change tracking entry comprising an indication of one or modifications made to the table by the transaction. The method includes storing the change tracking entry in a change tracking stream, wherein the change tracking stream includes one or more sequential change tracking entries that each correspond to a different transaction that is fully executed on the table.
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公开(公告)号:US20210232598A1
公开(公告)日:2021-07-29
申请号:US17231752
申请日:2021-04-15
Applicant: SNOWFLAKE INC.
Inventor: Benoit Dageville , Thierry Cruanes , Marcin Zukowski , Allison Waingold Lee , Philipp Thomas Unterbrunner
IPC: G06F16/27 , G06F9/50 , G06F16/14 , G06F16/21 , G06F16/22 , G06F16/951 , G06F16/182 , G06F16/23 , G06F16/2455 , G06F16/2458 , G06F16/9535 , G06F16/2453 , G06F9/48 , H04L29/08
Abstract: A method, apparatus, and system for join operations of a plurality of relations that are distributed over a plurality of storage locations over a network of computing components.
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公开(公告)号:US20210216555A1
公开(公告)日:2021-07-15
申请号:US17218962
申请日:2021-03-31
Applicant: Snowflake Inc.
Inventor: Thierry Cruanes , Benoit Dageville , Ismail Oukid , Stefan Richter
IPC: G06F16/2455 , G06F17/18 , G06F16/22 , G06F16/9035 , G06F16/28
Abstract: A query directed at a source table organized into a set of batch units is received. The query includes a pattern matching predicate that specifies a search pattern. A set of N-grams are generated based on the search pattern. A pruning index associated with the source table is accessed. The pruning index comprises a set of filters that index distinct N-grams in each column of the source table. The pruning index is used to identify a subset of batch units to scan for matching data based on the set of N-grams generated for the search pattern. The query is processed by scanning the subset of batch units.
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公开(公告)号:US11055291B2
公开(公告)日:2021-07-06
申请号:US17086275
申请日:2020-10-30
Applicant: Snowflake Inc.
Inventor: Benoit Dageville , Yi Fang , Martin Hentschel , Ashish Motivala , Spyridon Triantafyllis , Yizhi Zhu
IPC: G06F16/2455 , G06F16/23 , G06F16/2457 , G06F16/22 , G06F16/2458 , G06F16/27
Abstract: The subject technology generates a first data structure including first metadata and a second data structure including second metadata, the first metadata corresponding to a set of micro-partitions, the second metadata for a grouping of the first metadata, the second data structure including information associating the second metadata to the first metadata. The subject technology stores the first data structure and the second data structure in storage as a first file and a second file. The subject technology stores third metadata for a table, the third metadata comprising: cumulative table metadata comprising global information about a plurality of micro-partitions of the table, the cumulative table metadata being stored in a metadata micro-partition associated with the table.
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公开(公告)号:US20210200772A1
公开(公告)日:2021-07-01
申请号:US17161115
申请日:2021-01-28
Applicant: Snowflake Inc.
Inventor: Thierry Cruanes , Benoit Dageville , Ismail Oukid , Stefan Richter
IPC: G06F16/2455 , G06F16/28 , G06F16/22 , G06F16/9035 , G06F17/18
Abstract: A source table organized into a set of micro-partitions is accessed by a network-based data warehouse. A pruning index is generated based on the source table. The pruning index comprises a set of filters that indicate locations of distinct values in each column of the source table. A query directed at the source table is received at the network-based data warehouse. The query is processed using the pruning index. The processing of the query comprises pruning the set of micro-partitions of the source table to scan for data matching the query, the pruning of the plurality of micro-partitions comprising identifying, using the pruning index, a sub-set of micro-partitions to scan for the data matching the query.
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公开(公告)号:US11048814B2
公开(公告)日:2021-06-29
申请号:US17103786
申请日:2020-11-24
Applicant: SNOWFLAKE INC.
Inventor: Benoit Dageville , Thierry Cruanes , Martin Hentschel , Peter Povinec
Abstract: A method of sharing data in a multi-tenant database includes generating a share object in a first account comprising a share role. The method includes associating one or more access rights with the share role, wherein the one or more access rights indicate which objects in the first account are accessible based on the share object. The method includes granting, to a second account, cross-account access rights to the share role or share object in the first account. The method includes receiving a request from the second account to access data or services of the first account. The method further includes providing a response to the second account based on the data or services of the first account.
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公开(公告)号:US11048721B2
公开(公告)日:2021-06-29
申请号:US17080219
申请日:2020-10-26
Applicant: SNOWFLAKE INC.
Inventor: Benoit Dageville , Thierry Cruanes , Marcin Zukowski , Allison Waingold Lee , Philipp Thomas Unterbrunner
IPC: G06F16/245 , G06F16/27 , G06F9/50 , G06F16/14 , G06F16/21 , G06F16/22 , G06F16/951 , G06F16/182 , G06F16/23 , G06F16/2455 , G06F16/2458 , G06F16/9535 , G06F16/2453 , G06F9/48 , H04L29/08
Abstract: A method, apparatus, and system for join operations of a plurality of relations that are distributed over a plurality of storage locations over a network of computing components.
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公开(公告)号:US11036879B2
公开(公告)日:2021-06-15
申请号:US17005163
申请日:2020-08-27
Applicant: SNOWFLAKE INC.
Inventor: Benoit Dageville , Thierry Cruanes , Martin Hentschel , Peter Povinec
Abstract: A method for sharing data in a multi-tenant database includes receiving, by a target account of a multiple tenant database, access rights of a share object in a first account of the multiple tenant database, wherein the share object having access rights to a database object of the first account and wherein access to the database object of the first account by the target account is based on the access rights of the share object. The method also includes receiving, by one or more processors of the target account, access rights to an alias object, wherein the alias object references the database object of the first account.
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公开(公告)号:US11036758B2
公开(公告)日:2021-06-15
申请号:US17085987
申请日:2020-10-30
Applicant: SNOWFLAKE INC.
Inventor: Benoit Dageville , Thierry Cruanes , Marcin Zukowski , Allison Waingold Lee , Philipp Thomas Unterbrunner
IPC: G06F16/27 , G06F9/50 , G06F16/14 , G06F16/21 , G06F16/22 , G06F16/951 , G06F16/182 , G06F16/23 , G06F16/2455 , G06F16/2458 , G06F16/9535 , G06F16/2453 , G06F9/48 , H04L29/08
Abstract: A method, apparatus, and system for join operations of a plurality of relations that are distributed over a plurality of storage locations over a network of computing components.
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