Generation of optimized logic from a schema

A system for providing a development environment and storage that stores datasets having one or more attributes, and with the development environment providing access to the one or more attributes of the datasets, including:

• one or more processors and one or more storage devices storing instructions that are operable, when executed by the one or more processors, to cause the one or more processors to perform operations comprising:
• accessing a schema that specifies relationships among datasets represented in the schema, one or more computations on one or more of the datasets, or one or more transformations of one or more of the datasets;
• identifying, from among the datasets, a plurality of the datasets in storage, by:
• selecting a dataset from among the datasets;
• and
• identifying, from the schema, one or more other datasets that are related to the selected dataset;
• identifying attributes of the plurality of the datasets;
• generating logical data representing identified attributes of the plurality of the datasets and further representing one or more relationships among the attributes;
• providing, to a development environment, the logical data;
• providing, by the development environment, access to one or more portions of the logical data representing the identified attributes the plurality of the datasets;
• receiving, from the development environment, a specification that specifies at least one of the identified attributes in performing an operation;
• and
• based on the specification and on the one or more relationships among the identified attributes represented by the logical data, generating a computer program that is configured to perform the operation by accessing, from storage, at least one dataset from the plurality, with the at least one dataset accessed having the at least one of the attributes specified in the specification.

A non-transitory computer-readable storage medium storing instructions for causing a computing system to:

• access a schema that specifies relationships among datasets represented in the schema, one or more computations on one or more of the datasets, or one or more transformations of one or more of the datasets;
• identify, from among the datasets, a plurality of the datasets in storage, by:
• selecting a dataset from among the datasets;
• and
• identifying, from the schema, one or more other datasets that are related to the selected dataset;
• identify attributes of the plurality of the datasets;
• generate logical data representing identified attributes of the plurality of the datasets and further representing one or more relationships among the attributes;
• provide, to a development environment, the logical data;
• provide, by the development environment, access to one or more portions of the logical data representing the identified attributes the plurality of the datasets;
• receive, from the development environment, a specification that specifies at least one of the identified attributes in performing an operation;
• and
• based on the specification and on the one or more relationships among the identified attributes represented by the logical data, generate a computer program that is configured to perform the operation by accessing, from storage, at least one dataset from the plurality, with the at least one dataset accessed having the at least one of the attributes specified in the specification.