Table-Based Data Provisioning Between Devices

A non-transitory computer-readable storage medium comprising computer program instructions for maintaining data consistency in a data provisioning network system, the computer program instructions, when executed by one or more processors, causing the one or more processors to:

• establish an initial pristine state for a plurality of data structures within the data provisioning network system, wherein the initial pristine state represents a consistent state of the plurality of data structures;
• identify a trigger event associated with a triggering function;
• construct a dependency graph based on the triggering function, wherein constructing the dependency graph comprises:
• adding the triggering function to the dependency graph,
• recursively identifying additional functions connected to the triggering function through hierarchical relationships or data dependencies, and
• adding the identified additional function to the dependency graph;
• generate an execution plan based on the dependency graph, wherein generating the execution plan comprises:
• determining an ordered sequence of functions to execute based on the dependency graph;
• and
• grouping the functions into one or more transactions based on a transaction strategy;
• execute the functions according to the execution plan within the one or more transactions;
• commit each transaction of the one or more transactions only when all functions within that transaction complete successfully;
• and
• transition to an updated pristine state for the plurality of data structures after all transactions in the execution plan complete successfully, wherein the updated pristine state represents a new consistent state of the plurality of data structures.

A data provisioning network system comprising:

• one or more processors;
• and
• a non-transitory computer-readable storage medium comprising computer program instructions that, when executed by the one or more processors, cause the one or more processors to:
• establish an initial pristine state for a plurality of data structures within the data provisioning network system, wherein the initial pristine state represents a consistent state of the plurality of data structures;
• identify a trigger event associated with a triggering function;
• construct a dependency graph based on the triggering function, wherein constructing the dependency graph comprises:
• adding the triggering function to the dependency graph,
• recursively identifying additional functions connected to the triggering function through hierarchical relationships or data dependencies, and
• adding the identified additional function to the dependency graph;
• generate an execution plan based on the dependency graph, wherein generating the execution plan comprises:
• determining an ordered sequence of functions to execute based on the dependency graph;
• and
• grouping the functions into one or more transactions based on a transaction strategy;
• execute the functions according to the execution plan within the one or more transactions;
• commit each transaction of the one or more transactions only when all functions within that transaction complete successfully;
• and
• transition to an updated pristine state for the plurality of data structures after all transactions in the execution plan complete successfully, wherein the updated pristine state represents a new consistent state of the plurality of data structures.