Composing and executing workflows made up of functional pluggable building blocks
First Claim
Patent Images
1. A machine-readable storage medium have stored therein computer-readable instructions which when executed cause at least one processor of a computing device to:
- receive an indication of input data and a data transformation instruction;
in response to receiving a selection of at least two of a plurality of pluggable functional building blocks and a connection indication between the at least two of the plurality of functional building blocks, automatically compose a workflow comprising a first pluggable functional building block and a second pluggable functional building block, wherein output of the first pluggable functional building block is automatically transformed into acceptable input for the second pluggable functional building block by the workflow utilizing the input data and the data transformation instruction; and
automatically publish the workflow as a web service.
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Abstract
A platform that provides a way to automatically compose and execute even complex workflows without writing code is described. A set of pre-built functional building blocks can be provided. The building blocks perform data transformation and machine learning functions. The functional blocks have well known plug types. The building blocks can be composed build complex compositions. Input and output files are converted to a standard data type so that modules are pluggable.
44 Citations
18 Claims
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1. A machine-readable storage medium have stored therein computer-readable instructions which when executed cause at least one processor of a computing device to:
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receive an indication of input data and a data transformation instruction; in response to receiving a selection of at least two of a plurality of pluggable functional building blocks and a connection indication between the at least two of the plurality of functional building blocks, automatically compose a workflow comprising a first pluggable functional building block and a second pluggable functional building block, wherein output of the first pluggable functional building block is automatically transformed into acceptable input for the second pluggable functional building block by the workflow utilizing the input data and the data transformation instruction; and automatically publish the workflow as a web service. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A computing device, comprising:
at least one memory and at least one processor, wherein the at least one memory and the at least one processor are respectively configured to store and execute instructions that cause the computing device to perform operations, the operations comprising; receiving an indication of input data and a data transformation instruction; in response to receiving a selection of at least two of a plurality of pluggable functional building blocks and a connection indication between the at least two of the plurality of functional building blocks, automatically composing a workflow comprising a first pluggable functional building block and a second pluggable functional building block, wherein output of the first pluggable functional building block is automatically transformed into acceptable input for the second pluggable functional building block by the workflow utilizing the input data and the data transformation instruction; and automatically publishing the workflow as a web service. - View Dependent Claims (8, 9, 10, 11, 12)
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13. A method, comprising:
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receiving an indication of input data and a data transformation instruction; in response to receiving a selection of at least two of a plurality of pluggable functional building blocks and a connection indication between the at least two of the plurality of functional building blocks, automatically composing a workflow comprising a first pluggable functional building block and a second pluggable functional building block, wherein the output of the first pluggable functional building block is automatically transformed into acceptable input for the second pluggable functional building block by the workflow utilizing the input data and the data transformation instruction; and automatically publishing the workflow as a web service. - View Dependent Claims (14, 15, 16, 17, 18)
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Specification