lapnd/graphdb-benchmarks

Benchmark tests for various graph databases.

graphdb-benchmarks

Benchmark tests for various graph databases.

Results of first LoadData benchmark tests.

Loading 30kmoviedata provided in cayley examples folder

1. Loading data in cayley graph with bolt backend.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=cayley
Starting benchmark tests for cayley.
==> Executing: go test ./cayley/ -bench=.
==> Output: testing: warning: no tests to run
==> Executing: cayley init -db=bolt -dbpath=cayleydb -quads=../data/30kmoviedata.nq.gz
BenchmarkImportDataToDB-4   	       1	30028388985 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/cayley	30.035s

2. Loading data in dgraph.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=dgraph
Starting benchmark tests for dgraph.
==> Executing: go test ./dgraph/ -bench=.
==> Output: testing: warning: no tests to run
==> Executing: dgraphloader -r=../data/30kmoviedata.nq.gz
==> Output:
Processing ../data/30kmoviedata.nq.gz
Number of mutations run   : 472ne:   471705 RDFs per second:  124927
Number of RDFs processed  : 471705
Time spent                : 4.715085371s
RDFs processed per second : 117926
BenchmarkImportDataToDB-4   	       1	4738905881 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/dgraph	4.745s

Loading 21million.rdf.gz data

1. Loading data in cayley graph with bolt backend.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=cayley
Starting benchmark tests for cayley.
==> Executing: go test -timeout=5h ./cayley/ -bench=.
==> Output: testing: warning: no tests to run
==> Executing: cayley init -db=bolt -dbpath=cayleydb -quads=../data/21million.rdf.gz
BenchmarkImportDataToDB-4   	       1	8527419635659 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/cayley	8527.427s

2. Loading data in dgraph.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=dgraph
Starting benchmark tests for dgraph.
==> Executing: go test -timeout=5h ./dgraph/ -bench=.
==> Output: testing: warning: no tests to run
==> Executing: dgraphloader -r=../data/21million.rdf.gz
==> Output:
Processing ../data/21million.rdf.gz
Number of mutations run   : 21240: 21239872 RDFs per second:   24229
Number of RDFs processed  : 21239872
Time spent                : 14m39.848819629s
RDFs processed per second : 24163
BenchmarkImportDataToDB-4   	       1	879903054838 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/dgraph	879.913s

Results of Queries benchmark.

####(Dgraph queries were performed in GraphQL+- and Cayley were performed in gremlin).

Query to find all movies and their genre which are directed by director "Steven Spielberg".

1. Querying in cayley graph with bolt backend.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=cayley -bench=queries
Starting benchmark tests for cayley.
Starting queries benchmarking tests.
==> Executing: go test -timeout 4h ./cayley/ -bench BenchmarkQuery*
==> Output: testing: warning: no tests to run
BenchmarkQueryFilmByDirector-4   	      20	  64747834 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/cayley	1.376s

2. Querying in dgraph.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=dgraph -bench=queries
Starting benchmark tests for dgraph.
Starting queries benchmarking tests.
==> Executing: go test -timeout 4h ./dgraph/ -bench BenchmarkQuery*
==> Output: testing: warning: no tests to run
BenchmarkQueryFilmByDirector-4   	    1000	   1764900 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/dgraph	2.067s

Results of Queries benchmark.

####(Dgraph queries were performed in GraphQL+- and Cayley were performed in MQL).

Query to find all movies and their genre which are directed by director "Steven Spielberg".

1. Querying in cayley graph with bolt backend.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=cayley -bench=queries
Starting benchmark tests for cayley.
Starting queries benchmarking tests.
==> Executing: go test -timeout 4h ./cayley/ -bench BenchmarkQuery*
==> Output: testing: warning: no tests to run
BenchmarkQueryFilmByDirector_WithNodeIDGiven-4   	     300	   5266758 ns/op
BenchmarkQueryFilmByDirector_WithNameGiven-4     	     300	   4612812 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/cayley	4.027s

2. Querying in dgraph.

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=dgraph -bench=queries
Starting benchmark tests for dgraph.
Starting queries benchmarking tests.
==> Executing: go test -timeout 4h ./dgraph/ -bench BenchmarkQuery*
==> Output: testing: warning: no tests to run
BenchmarkQueryFilmByDirector_WithNodeIDGiven-4   	    2000	    891509 ns/op
BenchmarkQueryFilmByDirector_WithNameGiven-4     	    2000	   1137399 ns/op
PASS
ok  	_/Users/ankuryadav/dev/benchmark/graphdb-benchmark/dgraph	4.639s

Ankurs-MacBook-Pro:graphdb-benchmark ankur$ go run main.go -db=cayley -bench=queries

Note : MQL queries for cayley are present in cayleyMQL branch. Note : Please ensure you have Git LFS installed, before you clone this repository.