Files
deployment/base/vault/data-filtering-deployment.yaml
2024-12-02 10:58:24 +01:00

79 lines
2.3 KiB
YAML

apiVersion: apps/v1
kind: Deployment
metadata:
name: data-filtering
labels:
app: data-filtering
spec:
replicas: 1
selector:
matchLabels:
app: data-filtering
template:
metadata:
labels:
app: data-filtering
spec:
containers:
- name: data-filtering
image: uugai/data-filter:1.0.4
resources:
requests:
cpu: 100m
memory: 512Mi
nvidia.com/gpu: "1"
limits:
cpu: 100m
memory: 512Mi
nvidia.com/gpu: "1" # requesting a single GPU
env:
- name: MODEL_NAME
value: "yolov8n.pt"
- name: CONDITION
value: "1 persons detected"
- name: QUEUE_NAME
value: "data-filtering" # This is the topic of kafka we will read messages from.
- name: QUEUE_HOST
value: rabbitmq.rabbitmq:5672
- name: QUEUE_EXCHANGE
- name: QUEUE_USERNAME
value: yourusername
- name: QUEUE_PASSWORD
value: yourpassword
- name: STORAGE_URI
#value: http://vault-lb.kerberos-vault/api
value: http://vault-nodeport.kerberos-vault:80/api
- name: STORAGE_ACCESS_KEY
value: "XJoi2@bgSOvOYBy#"
- name: STORAGE_SECRET_KEY
value: "OGGqat4lXRpL@9XBYc8FUaId@5"
- name: LOGGING
value: "True"
- name: PLOT
value: "False"
- name: SAVE_VIDEO
value: "False"
- name: MEDIA_SAVEPATH
value: "/ml/data/input/video.mp4"
- name: OUTPUT_MEDIA_SAVEPATH
value: "/ml/data/input/output_video.mp4"
- name: TIME_VERBOSE
value: "True"
- name: CLASSIFICATION_FPS
value: "3"
- name: CLASSIFICATION_THRESHOLD
value: "0.3"
- name: MAX_NUMBER_OF_PREDICTIONS
value: "100"
- name: ALLOWED_CLASSIFICATIONS
value: "0, 1, 2, 3, 5, 7, 14, 15, 16, 24, 26, 28"
- name: FORWARDING_MEDIA
value: "True"
- name: REMOVE_AFTER_PROCESSED
value: "True"