Computer-Implemented Method and System for Generating a Command Pipeline for Controlling a Technical Device

A computer-implemented method for generating a command pipeline as a continuous integration pipeline for controlling a technical device (D) by a generation device, the method comprising:

• a) providing a first command pipeline with first commands for the generation device from a first database;
• b) providing at least one second command pipeline with second commands for the generation device from at least one second database;
• c) determining similarities between the first and the at least one second command pipeline by the generation device;
• e) identifying at least one similarity between the first and the at least one second command pipeline by the generation device, and based on a predefined threshold for the at least one similarity, and selecting the at least one second command pipeline as a generated pipeline, when the predefined threshold is exceeded by the at least one similarity;
• and
• f) providing the generated pipeline to a command device and controlling the technical device (D) based on the generated pipeline;
• wherein when determining similarities during step c), an error measure based on a sum of squared differences in accordance with the following relation is utilized:
• M
• ⁡
• (
• w
• ,
• p
• ,
• r
• j
• )
• =
• ∑
• i
• =
• 1
• n
• ⁢
• w
• i
• (
• p
• i
• -
• r
• i
• ,
• j
• )
• 2
• ,
• where
• pi and ri,j are percentages of programming or scripting languages in local and remote projects, represented by the first and the at least one second command pipeline, respectively,
• wi represents a relevance to each language, represented by the first and the at least one second command pipeline, assigned manually by an user, which must be positive numbers and
• ∑
• i
• =
• 1
• n
• ⁢
• w
• i
• =
• 1
• ,
• n is a maximum number of programming languages from the local and remote projects, represented by the first and the at least one second command pipeline,
• i is an index of a programming language for the first and the at least one second command pipeline, and
• j is ae number of the remote project, represented by the first and the at least one second command pipeline, and a most similar project j, out of the first and the at least one second command pipeline, corresponds to the minimum value of M(w,p,rj).

A system for generating a command pipeline for controlling a technical device, comprising:

• a first and at least one second database;
• a generation device;
• and
• a command device for controlling the technical device;
• wherein the system is configured to:
• a) provide a first command pipeline with first commands for the generation device from a first database;
• b) provide at least one second command pipeline with second commands for the generation device from at least one second database;
• c) determine similarities between the first and the at least one second command pipeline by the generation device;
• e) identify at least one similarity between the first and the at least one second command pipeline by the generation device, and based on a predefined threshold for the at least one similarity, and selecting the at least one second command pipeline as a generated pipeline, when the predefined threshold is exceeded by the at least one similarity;
• and
• f) provide the generated pipeline to a command device and control the technical device (D) based on the generated pipeline;
• and
• wherein when determining similarities during step c), an error measure based on a sum of squared differences in accordance with the following relation is utilized:
• M
• ⁡
• (
• w
• ,
• p
• ,
• r
• j
• )
• =
• ∑
• i
• =
• 1
• n
• ⁢
• w
• i
• (
• p
• i
• -
• r
• i
• ,
• j
• )
• 2
• ,
• where
• pi and ri,j are percentages of programming or scripting languages in local and remote projects, represented by the first and the at least one second command pipeline, respectively,
• wi represents a relevance to each language, represented by the first and the at least one second command pipeline, assigned manually by an user, which must be positive numbers and
• ∑
• i
• =
• 1
• n
• ⁢
• w
• i
• =
• 1
• ,
• n is a maximum number of programming languages from the local and remote projects, represented by the first and the at least one second command pipeline,
• i is an index of a programming language for the first and the at least one second command pipeline, and
• j is ae number of the remote project, represented by the first and the at least one second command pipeline, and a most similar project j, out of the first and the at least one second command pipeline, corresponds to the minimum value of M(w,p,rj).

A non-transitory computer-readable medium encode with machine-readable instructions which, when executed by a processor, causes the processor to generate a command pipeline as a continuous integration pipeline for controlling a technical device by a generation device, the instructions comprising:

• a) program code for providing a first command pipeline with first commands for the generation device from a first database;
• b) program code for providing at least one second command pipeline with second commands for the generation device from at least one second database;
• c) program code for determining similarities between the first and the at least one second command pipeline by the generation device;
• e) program code for identifying at least one similarity between the first and the at least one second command pipeline by the generation device, and based on a predefined threshold for the at least one similarity, and selecting the at least one second command pipeline as a generated pipeline, when the predefined threshold is exceeded by the at least one similarity;
• and
• f) program code for providing the generated pipeline to a command device and controlling the technical device based on the generated pipeline;
• wherein when determining similarities during step c), an error measure based on a sum of squared differences in accordance with the following relation is utilized:
• M
• ⁡
• (
• w
• ,
• p
• ,
• r
• j
• )
• =
• ∑
• i
• =
• 1
• n
• ⁢
• w
• i
• (
• p
• i
• -
• r
• i
• ,
• j
• )
• 2
• ,
• where
• pi and ri,j are percentages of programming or scripting languages in local and remote projects, represented by the first and the at least one second command pipeline, respectively,
• wi represents a relevance to each language, represented by the first and the at least one second command pipeline, assigned manually by an user, which must be positive numbers and
• ∑
• i
• =
• 1
• n
• ⁢
• w
• i
• =
• 1
• ,
• n is a maximum number of programming languages from the local and remote projects, represented by the first and the at least one second command pipeline,
• i is an index of a programming language for the first and the at least one second command pipeline, and
• j is ae number of the remote project, represented by the first and the at least one second command pipeline, and a most similar project j, out of the first and the at least one second command pipeline, corresponds to the minimum value of M(w,p,rj).