Rule-based systems and methods for customizing complex business solutions
A 2-way and 3-way compare-merge tool that allows consultants and customers to reconcile the changes that they have made with a generated copy of the resources. Systems and methods that provide an effective, easy-to-use comparison tool includes: a schema-aware compare; sophisticated handling of collection properties, especially nested collections; effective matching algorithms to recognize that two items are the same business object in spite of outward differences; an ability to accept user hints and input and persist user decisions; a structured report that reflects the structure of the business object; color formatting, tagging, and filtering to find the important changes among the large volume of differences (among the thousands of changes per resource). Furthermore, adding a common ancestor as a third data point in the 3-way compare identifies the source of changes.
1 . A computer-implemented method comprising:
generating a first resource comprising a working copy of a resource from a master copy of resources;
generating a second resource comprising an edited version of the first resource;
comparing, by a processor, the first resource and the second resource using a two-way schema-aware compare tool; and
generating, by the processor, a first low-code platform compare report of one or more differences between the first resource and the second resource;
annotating, by the processor, each of the one or more differences with a business purpose;
generating a recipe file based on the first low-code platform compare report and the one or more differences;
analyzing the recipe file to identify one or more conflicts between the recipe file and a master recipe database based on the business purpose that is annotated with each of the one or more differences to validate the recipe file; and
merging the validated recipe file with the master recipe database;
wherein the two-way schema-aware compare tool compares schema metadata of the first resource and the second resource.
2 . The computer-implemented method of claim 1 , wherein the two-way schema-aware compare tool tags and categorizes each change between the first resource and the second resource.
3 . The computer-implemented method of claim 1 , wherein the two-way schema-aware compare tool uses at least one of an identifier, an alternate identifier, and a heuristic matching rule.
4 . The computer-implemented method of claim 1 , wherein the two-way schema-aware compare tool recognizes an intent of one or more differences between the first resource and the second resource.
5 . The computer-implemented method of claim 1 , wherein the schema metadata captures: a structure of the resource, one or more properties of the resource, one or more property data types of the resource, a relationship between the one or more properties, a hierarchical nature of the resource, and domain knowledge of how an author works to customize the resource.
6 . The computer-implemented method of claim 1 , further comprising:
comparing, by the processor, the first resource and a third resource using the two-way schema-aware compare tool, the third resource generated by editing the first resource;
generating, by the processor, a second low-code platform compare report of one or more differences between the first resource and the third resource;
comparing, by the processor, the first low-code platform compare report and the second low-code compare report;
detecting, by the processor, one or more conflicts between the first low-code platform compare report and the second low-code compare report; and
reconciling, by the processor, the one or more conflicts;
wherein the two-way schema-aware compare tool further compares:
the schema metadata of the first resource and the third resource.
7 . A system comprising:
a processor; and
a memory storing instructions that, when executed by the processor, configure the system to:
generate a first resource comprising a working copy of a resource from a master copy of resources;
generate a second resource comprising an edited version of the first resource;
compare, by the processor, the first resource and the second resource using a two-way schema-aware compare tool; and
generate, by the processor, a first low-code platform compare report of one or more differences between the first resource and the second resource;
annotate, by the processor, each of the one or more differences with a business purpose;
generate a recipe file based on the first low-code platform compare report and the one or more differences;
analyzing the recipe file to identify one or more conflicts between the recipe file and a master recipe database based on the business purpose that is annotated with each of the one or more differences to validate the recipe file; and
merge the validated recipe file with the master recipe database;
wherein the two-way schema-aware compare tool compares schema metadata of the first resource and the second resource.
8 . The system of claim 7 , wherein the two-way schema-aware compare tool tags and categorizes each change between the first resource and the second resource.
9 . The system of claim 7 , wherein the two-way schema-aware compare tool uses at least one of an identifier, an alternate identifier, and a heuristic matching rule.
10 . The system of claim 7 , wherein the two-way schema-aware compare tool recognizes an intent of one or more differences between the first resource and the second resource.
11 . The system of claim 7 , wherein the schema metadata captures: a structure of a resource, one or more properties of the resource, one or more property data types of the resource, a relationship between the one or more properties, a hierarchical nature of the resource, and domain knowledge of how an author works to customize the resource.
12 . The system of claim 7 , wherein the instructions further configure the system to:
compare, by the processor, the first resource and a third resource using the two-way schema-aware compare tool, the third resource generated by editing the first resource;
generate, by the processor, a second low-code platform compare report of one or more differences between the first resource and the third resource;
compare, by the processor, the first low-code platform compare report and the second low-code compare report;
detect, by the processor, one or more conflicts between the first low-code platform compare report and the second low-code compare report; and
reconcile, by the processor, the one or more conflicts;
wherein the two-way schema-aware compare tool further compares:
the schema metadata of the first resource and the third resource.
13 . A non-transitory computer-readable storage medium including instructions, that when executed by a computer, cause the computer to:
generate a first resource comprising a working copy of a resource from a master copy of resources;
generate a second resource comprising an edited version of the first resource;
compare, by the processor, the first resource and the second resource using a two-way schema-aware compare tool; and
generate, by the processor, a first low-code platform compare report of one or more differences between the first resource and the second resource;
annotate, by the processor, each of the one or more differences with a business purpose
generate a recipe file based on the first low-code platform compare report and the one or more differences;
identify one or more conflicts between the recipe file and a master recipe database based on the business purpose that is annotated with each of the one or more differences to validate the recipe file; and
merge the validated recipe file with the master recipe database;
wherein the two-way schema-aware compare tool compares schema metadata of the first resource and the second resource.
14 . The non-transitory computer-readable storage medium of claim 13 , wherein the two-way schema-aware compare tool tags and categorizes each change between the first resource and the second resource.
15 . The non-transitory computer-readable storage medium of claim 13 , wherein the two-way schema-aware compare tool uses at least one of an identifier, an alternate identifier, and a heuristic matching rule.
16 . The non-transitory computer-readable storage medium of claim 13 , wherein the two-way schema-aware compare tool recognizes an intent of one or more differences between the first resource and the second resource.
17 . The non-transitory computer-readable storage medium of claim 13 , wherein the schema metadata captures: the structure of the resource, one or more properties of the resource, one or more property data types of the resource, a relationship between the one or more properties, a hierarchical nature of the resource, and domain knowledge of how an author works to customize the resource.
18 . The non-transitory computer-readable storage medium of claim 13 , wherein the instructions further configure the computer to:
compare, by the processor, the first resource and a third resource using the two-way schema-aware compare tool, the third resource generated by editing the first resource;
generate, by the processor, a second low-code platform compare report of one or more differences between the first resource and the third resource; and
compare, by the processor, the first low-code platform compare report and the second low-code compare report;
detect, by the processor, one or more conflicts between the first low-code platform compare report and the second low-code compare report; and
reconcile, by the processor, the one or more conflicts;
wherein the two-way schema-aware compare tool further compares:
the schema metadata of the first resource and the third resource.