Abstract: Various embodiments for testing and verifying cloud services using computational graphs. In one embodiment, a computational graph is generated that represents corresponding actions performed by a plurality of agents and data associated with the corresponding actions. The computational graph is generated based at least in part on data describing a plurality of calls to an application programming interface (API) or a static analysis of the API. A plurality of test cases are generated for the API by analyzing the computational graph.

Abstract: Disclosed are various embodiments for replicating and maintaining aggregated descriptive data for cloud services. In one embodiment, updates to descriptive data that describes a resource of a customer provided by a cloud service are received by an aggregated descriptive data service from a backend service. An aggregated descriptive data store is then updated by the aggregated descriptive data service based at least in part on the received updates.

Abstract: An orchestration request indicating input data types and output data types of a collection of functions is received at a network-accessible service. At the service, one or more I/O operations that are to be performed at a data store to execute a dataflow corresponding to the request are inferred based on analysis of the input data types and output data types. A template representing the dataflow is stored, comprising respective nodes representing the functions and the I/O operations, as well as an indication of the sequencing of execution of the functions and I/O operations.