LDBC benchmarks
How to run the benchmark against Neo4j OR Memgraph?
cd memgraph/tests/public_benchmark/ldbc
./setup
./build_dataset [--scale-factor 1]
# To run short reads by default, just call:
./run_benchmark --create-index --run-db memgraph # or neo4j
# To run update queries pass the properties file for updates and slow down
# the execution by setting a larger time compression ratio.
./run_benchmark --create-index --run-db memgraph --test-type updates \
--time-compression-ratio 1.5
How to run a specific test?
cd memgraph/tests/public_benchmark/ldbc/ldbc-snb-impls/snb-interactive-neo4j
mvn exec:java -Dexec.mainClass="net.ellitron.ldbcsnbimpls.interactive.neo4j.util.QueryTester" -Dexec.args="shortquery1 933 --repeat=10000 --timeUnits=MICROSECONDS"
Useful terminal commands
How to find out Default Query Limits?
cd memgraph/tests/public_benchmark/ldbc/ldbc_driver
ag "DEFAULT_LIMIT"
How to run test cases?
cd memgraph/tests/public_benchmark/ldbc
neo4j-client --insecure -u "" -p "" -o test_cases/results/short_query_2.oc.out -i test_cases/queries/short_query_2.oc localhost 7687
How to create indexes manually?
cd memgraph/tests/public_benchmark/ldbc
source ve3/bin/activate
./index_creation ldbc-snb-impls/snb-interactive-neo4j/scripts/indexCreation.neo4j
Where is and how to use LDBC plotting?
cd memgraph/tests/public_benchmark/ldbc
source ve2/bin/activate
cd memgraph/tests/public_benchmark/ldbc/ldbc_driver/plotting
python make_charts_all_queries_all_metrics.py /path/to/ldbc_driver/results/LDBC-results.json legend_location
TODOs
- Run & validate all Short queries + optimize MemGraph performance.
- Write the log parser.
- Visualize the results.
- Run & validate all Update queries + optimize MemGraph performance.
- Run apacaci code an compare the results (Do We Need Specialized Graph Database?).
- Optimize MemGraph performance.
- Scale benchmarks (scale factors 1, 3, 10).
- Test against Postgres and make comparison between Neo, Memgraph & Postgres. Latency + Throughput.
- Run & validate all queries + optimize MemGraph performance.
- Optimize MemGraph spinup time.