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neomodel-locust

Performance tests for neomodel

How to use

It's based on locust, so in order to run it, run the following commands :

# Start the test API
# Note that it's tied to a branch for the neomodel repo
pipenv install
pipenv run start

# In a separate terminal
pipenv run locust

Then, go to the Locust UI, and pass the following parameters (adjust accordingly):

Parameter	Value (default)
Number of users	1
Ramp up	1
Host	http://localhost:8000
Run time (advanced)	10

Results

neomodel overhead vs Neo4j driver

For this test, we compared pushing a Cypher query through :

Neo4j driver low-level session.run
neomodel db.cypher_query(which wraps session.run)
Neo4j driver high-level driver.execute_query

The results show that neomodel adds very little overhead to the Neo4j driver.

Results :

Results table

Sync vs Async comparison

For this test, we compared sync neomodel vs async neomodel, in two ways :

Serial queries - Async should not provide a boost here since we wait for each query before going to the next ; but also should not too much overhead
Concurrent queries - We make use of asyncio.gather for async, and create a thread pool for sync so that queries happen concurrently. Here, async should be more performant than sync

Results :

Results table