This repository contains three submodules: key-value workload generator, RocksDB (v8.9.1), and an example code to benchmark RocksDB using our workload.
To generate a key-value workload, you need to go into directory K-V-Workload-Generator and simply give
make
./load_gen -I10000
with the desired parameters. These include: Number of inserts, updates, deletes, point & range lookups, distribution styles, etc.
In the above example, it will generate a workload file (e.g., workload.txt) with 10000 inserts (for pre-populating a database).
We can further use preloading feature to generate another workload to benchmark. For example, we can run
./load_gen --PL -Q3000 --OP query_workload.txt
This will generate a text file query_workload.txt that contains 3000 point queries on existing keys by preloading workload.txt generated earlier.
To vary the distribution of point queries, you can specify --ED [ED] --ZD [ZD], where [ED] and [ZD] represent the distribution number for existing and non-existing point queries, respectively (distribution number: 0->uniform, 1->normal, 2->beta, 3->zipf)
More details can be found by running ./load_gen --help.
After that, make sure that you have also compiled RocksDB. To do that under rocksdb directory and run:
make static_lib
If you cannot compile the static library successfully due to lack of package, please check here for more info.
To run the workload, you need to go to kv-bench-rocksdb-example directory and just give:
make
./plain_benchmark -E [E] --dd --iwp [path/to/ingestion_workload] --qwp [path/to/benchmark_workload] --dw --dr
where [E] is the entry size generated from earlier workload generator, [path/to/ingestion_workload] means the path of the ingestion workload to pre-populate a database and [path/to/benchmark_workload] means the path of benchmark.
If you follow the earlier instructions to generate the workload (by default, the entry size is 8 if you do not specify anything else), we can replace the path as follows:
make
./plain_benchmark -E 8 --dd --iwp ../K-V-Workload-Generator/workload.txt --qwp ../K-V-Workload-Generator/query_workload.txt --dw --dr
This will create a database in the current directory using path ./db_working_home, populate the database using the ingestion workload, and then benchmark RocksDB using the query workload (dw and dr respectively represent direct write and direct read). The experiment results (e.g., latency or throughput) are printed when the benchmark finishes. More options are available. Type:
./plain_benchmark --help
for more details.