https://github.com/sub-mod/tensorflow-vegeta
vegeta with Tensorflow Serving
https://github.com/sub-mod/tensorflow-vegeta
tensorflow vegeta
Last synced: about 2 months ago
JSON representation
vegeta with Tensorflow Serving
- Host: GitHub
- URL: https://github.com/sub-mod/tensorflow-vegeta
- Owner: sub-mod
- Created: 2020-03-31T03:40:46.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-04-30T22:36:06.000Z (about 6 years ago)
- Last Synced: 2025-04-10T22:47:15.470Z (about 1 year ago)
- Topics: tensorflow, vegeta
- Language: Shell
- Homepage:
- Size: 10.7 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# tensorflow-vegeta
Build Image
```
docker build --rm -t submod/tf-vegeta -f Dockerfile .
```
Run Image
```
podman run --rm -it \
-e REQUEST_RATE_PER_SEC=100 -e DURATION=60s \
-e ROUTE_FROM_ENV=http://digit-recognition-server-thoth-prod-tensorflow.cloud.paas.psi.redhat.com/v1/models/mnist:predict \
submod/tf-vegeta:latest /bin/bash
```
quay.io Image
```
quay.io/sub_mod/tf-vegeta:latest
```
Openshift deploy
```
oc apply -f job_template.yml
oc new-app --template=tf-vegeta-job --param=DURATION=300s --param=REQUEST_RATE_PER_SEC=1000 --param=ROUTE_FROM_ENV="http://ocp-server.com/v1/models/mnist:predict"
oc new-app --template=tf-vegeta-job --param=DURATION=10s --param=REQUEST_RATE_PER_SEC=100
oc get pods --selector=app=tf-vegeta-job
oc get pods --selector=app=tf-vegeta-job -o custom-columns=":metadata.name" --no-headers
oc logs --tail=11 $(oc get pods --selector=app=tf-vegeta-job -o custom-columns=":metadata.name" --no-headers)
oc delete all -l appTypes=tf-vegeta-job
oc delete template tf-vegeta-job
```
Run Locally
```
vegeta attack -duration=120s -rate=400 -targets=target.list -output=results.bin
vegeta plot -title=Results results.bin > results.html
vegeta report results.bin
cat results.bin | vegeta report -type="hist[0,100ms,200ms,300ms]"
# https://www.scaleway.com/en/docs/vegeta-load-testing/
```