公开(公告)号：US11809223B2

公开(公告)日：2023-11-07

申请号：US17520926

申请日：2021-11-08

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Yeye He ,  Kris Ganjam ,  Vivek Ravindranath Narasayya ,  Surajit Chaudhuri ,  Xu Chu

IPC: G06F16/00 ,  G06F16/25

CPC classification number: G06F16/258

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating data transformations, according to embodiments of the present invention. In one embodiment, a plurality of remote sources is searched to identify candidate transformation tools relevant for performing data transformations. The candidate transformation tools are analyzed to identify tool examples corresponding with each of the candidate transformation tools. For each of the candidate transformation tools, the tool examples are stored in association with the corresponding candidate transformation tool. Based on a comparison of tool examples with example values, a transformation tool is identified as relevant to facilitate transforming example input values to the desired form in which to transform data.

公开(公告)号：US11170020B2

公开(公告)日：2021-11-09

申请号：US15343720

申请日：2016-11-04

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Yeye He ,  Kris Ganjam ,  Vivek Ravindranath Narasayya ,  Surajit Chaudhuri ,  Xu Chu

IPC: G06F16/00 ,  G06F16/25

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating data transformations, according to embodiments of the present invention. In one embodiment, a plurality of remote sources is searched to identify candidate transformation tools relevant for performing data transformations. The candidate transformation tools are analyzed to identify tool examples corresponding with each of the candidate transformation tools. For each of the candidate transformation tools, the tool examples are stored in association with the corresponding candidate transformation tool. Based on a comparison of tool examples with example values, a transformation tool is identified as relevant to facilitate transforming example input values to the desired form in which to transform data.

公开(公告)号：US11163788B2

公开(公告)日：2021-11-02

申请号：US15343704

申请日：2016-11-04

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Yeye He ,  Kris Ganjam ,  Vivek Ravindranath Narasayya ,  Surajit Chaudhuri ,  Xu Chu

IPC: G06F16/00 ,  G06F16/25 ,  G06F8/30

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating data transformations, according to embodiments of the present invention. In one embodiment, a set of example values is received. An index to identify a plurality of data transformation tools that are relevant to the set of example values is referenced, wherein each of the data transformation tools correspond with one or more tool examples. The data transformation tools are ranked based on an extent of similarity between the set of example values and the tool examples. For data transformation tools associated with the extent of similarity that exceeds a similarity threshold, a transformation program is generated that uses the data transformation tool and a supplemental transformation tool to transform the one or more example input values to the desired form in which to transform data.

公开(公告)号：US10198471B2

公开(公告)日：2019-02-05

申请号：US14726547

申请日：2015-05-31

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Yeye He ,  Kris Kuppuswamy Ganjam ,  Xu Chu

IPC: G06F17/30

Abstract: Examples of the disclosure enable performing semantic joins using a big table corpus. Pairs of values from at least two data sets are identified. The pairs of values include one value from a first one of the data sets and one value from a second one of the data sets. Statistical co-occurrence scores for the identified pairs of values are determined based on historical co-occurrence data. The determined statistical co-occurrence scores are used for predicting a semantic relationship between the at least two data sets. The predicted semantic relationship is used for joining the at least two data sets.

公开(公告)号：US20180129718A1

公开(公告)日：2018-05-10

申请号：US15343720

申请日：2016-11-04

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Yeye He ,  Kris Ganjam ,  Vivek Ravindranath Narasayya ,  Surajit Chaudhuri ,  Xu Chu

IPC: G06F17/30 ,  G06F17/27

CPC classification number: G06F16/258

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating data transformations, according to embodiments of the present invention. In one embodiment, a plurality of remote sources is searched to identify candidate transformation tools relevant for performing data transformations. The candidate transformation tools are analyzed to identify tool examples corresponding with each of the candidate transformation tools. For each of the candidate transformation tools, the tool examples are stored in association with the corresponding candidate transformation tool. Based on a comparison of tool examples with example values, a transformation tool is identified as relevant to facilitate transforming example input values to the desired form in which to transform data.

公开(公告)号：US20180129662A1

公开(公告)日：2018-05-10

申请号：US15343704

申请日：2016-11-04

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Yeye He ,  Kris Ganjam ,  Vivek Ravindranath Narasayya ,  Surajit Chaudhuri ,  Xu Chu

IPC: G06F17/30

CPC classification number: G06F16/258 ,  G06F8/30

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating data transformations, according to embodiments of the present invention. In one embodiment, a set of example values is received. An index to identify a plurality of data transformation tools that are relevant to the set of example values is referenced, wherein each of the data transformation tools correspond with one or more tool examples. The data transformation tools are ranked based on an extent of similarity between the set of example values and the tool examples. For data transformation tools associated with the extent of similarity that exceeds a similarity threshold, a transformation program is generated that uses the data transformation tool and a supplemental transformation tool to transform the one or more example input values to the desired form in which to transform data.