Evaluate the impact of sharding in MongoDB indexes

[levisingularity]

@andre-senna My proposal is to create two distinct environments: one with a standalone database and another configured with sharding. Both environments should have data loaded and indexes set up according to the requirements of the queries to be executed. A script will be developed to run a series of queries on both databases using the defined indexes. At the end of the process, a comparative chart will be generated showing the average query execution times for each configuration, allowing us to evaluate the impact of sharding on performance. Additionally, a document will be created to explain the test methodology, the infrastructure components used, and a conclusion describing the results obtained.

[andre-senna]

Depends on https://github.com/singnet/das-atom-db/issues/150

[levisingularity]

Finishing the script to prepare the environment

[levisingularity]

Shard diagram