The embodiment of the invention provides a multi-data-
source data circulation method and device, equipment and a storage medium, and is applied to the technical field of
data processing. According to the method, a modular and extensible abstract framework is constructed, a task interface, an abstract executor, a data requester and a data converter which are used for standardizing task objects are defined, and a centralized
thread pool service is introduced to realize
resource isolation and concurrent scheduling. The design supports rapid
gap filling type access of a new channel, through unified and standardized operation, a core framework does not need to be modified, the expandability, the
code reuse rate and the maintenance efficiency of the
system are improved, meanwhile, the concurrent
processing capacity and the overall stability of the
system are enhanced, and the implementation is easy. The problems that in the multi-source heterogeneous
data processing process, expansibility is poor, codes are repeated, and maintenance is difficult are solved.