add tensorflow/serving

README.md

@@ -428,6 +428,8 @@ A collection of delicious docker recipes.
     - [x] jira
 - [x] strapi/strapi
 - [x] amancevice/superset
+- [x] tensorflow
+    - [x] serving
 - [x] tile38/tile38
 - [x] traefik
 - [x] trinodb/trino

nifi/README.md

@@ -6,7 +6,6 @@ and distribute data.
 
 ![](https://nifi.apache.org/assets/images/flow-th.png)
 
-
 ## up and running
 
 ```bash
@@ -18,4 +17,6 @@ $ curl http://127.0.0.1:8080/nifi/
 $ curl http://127.0.0.1:18080/nifi-registry/
 ```
 
+> :warning: upgrade seems very hard
+
 [1]: https://nifi.apache.org

nifi/docker-compose-cluster.yml

@@ -1,25 +1,28 @@
-nifi:
-  image: apache/nifi:1.11.4
-  ports:
-    - "8080:8080"
-    - "8082:8082"
-    - "10000:10000"
-  environment:
-    - NIFI_WEB_HTTP_PORT=8080
-    - NIFI_CLUSTER_IS_NODE=true
-    - NIFI_CLUSTER_NODE_PROTOCOL_PORT=8082
-    - NIFI_REMOTE_INPUT_SOCKET_PORT=10000
-    - NIFI_ZK_CONNECT_STRING=zookeeper1:2181,zookeeper2:2181,zookeeper3:2181
-    - NIFI_ELECTION_MAX_WAIT=1 min
-    - NIFI_ELECTION_MAX_CANDIDATES=2
-    - NIFI_JVM_HEAP_INIT=512m
-    - NIFI_JVM_HEAP_MAX=1g
-  extra_hosts:
-    - zookeeper1:10.0.0.21
-    - zookeeper2:10.0.0.22
-    - zookeeper3:10.0.0.23
-    # nifi1:10.0.0.11
-    - nifi2:10.0.0.12
-    - nifi3:10.0.0.13
-  hostname: nifi1
-  restart: unless-stopped
+version: "3.8"
+services:
+  nifi:
+    image: apache/nifi:1.15.0
+    ports:
+      - "8080:8080"
+      - "8082:8082"
+      - "10000:10000"
+    environment:
+      - NIFI_WEB_HTTP_PORT=8080
+      - NIFI_WEB_PROXY_CONTEXT_PATH=// # FIX BUG
+      - NIFI_CLUSTER_IS_NODE=true
+      - NIFI_CLUSTER_NODE_PROTOCOL_PORT=8082
+      - NIFI_REMOTE_INPUT_SOCKET_PORT=10000
+      - NIFI_ZK_CONNECT_STRING=zookeeper1:2181,zookeeper2:2181,zookeeper3:2181
+      - NIFI_ELECTION_MAX_WAIT=1 min
+      - NIFI_ELECTION_MAX_CANDIDATES=2
+      - NIFI_JVM_HEAP_INIT=512m
+      - NIFI_JVM_HEAP_MAX=1g
+    extra_hosts:
+      - zookeeper1:10.0.0.21
+      - zookeeper2:10.0.0.22
+      - zookeeper3:10.0.0.23
+      # nifi1:10.0.0.11
+      - nifi2:10.0.0.12
+      - nifi3:10.0.0.13
+    hostname: nifi1
+    restart: unless-stopped

nifi/docker-compose.yml

@@ -3,7 +3,7 @@ version: "3.8"
 services:
 
   nifi:
-    image: apache/nifi:1.12.1
+    image: apache/nifi:1.15.0
     ports:
       - "8080:8080"
     volumes:
@@ -16,17 +16,19 @@ services:
       - ./data/nifi/logs:/opt/nifi/nifi-current/logs
     environment:
       - NIFI_WEB_HTTP_PORT=8080
+      - NIFI_WEB_PROXY_CONTEXT_PATH=// # FIX BUG
       - NIFI_JVM_HEAP_INIT=8g
       - NIFI_JVM_HEAP_MAX=16g
     hostname: nifi
     restart: unless-stopped
 
   registry:
-    image: apache/nifi-registry:0.8.0
+    image: apache/nifi-registry:1.15.0
     ports:
       - "18080:18080"
     volumes:
       - ./data/registry/database:/opt/nifi-registry/nifi-registry-current/database
       - ./data/registry/flow_storage:/opt/nifi-registry/nifi-registry-current/flow_storage
       - ./data/registry/logs:/opt/nifi-registry/nifi-registry-current/logs
+    hostname: registry
     restart: unless-stopped

tensorflow/serving/README.md

@@ -0,0 +1,16 @@
+tenserflow/serving
+==================
+
+[TensorFlow Serving][1] is a flexible, high-performance serving system for machine learning models, designed for production environments.
+
+## up and running
+
+```bash
+$ mkdir -p data
+$ curl -sSL https://github.com/tensorflow/serving/archive/refs/heads/master.tar.gz | tar xz -C data serving/tensorflow_serving/servables/tensorflow/testdata --strip 5
+$ docker-compose up -d
+$ curl -X POST http://localhost:8501/v1/models/half_plus_two:predict -d '{"instances": [1.0, 2.0, 5.0]}'
+{ "predictions": [2.5, 3.0, 4.5] }
+```
+
+[1]: https://github.com/tensorflow/serving

tensorflow/serving/docker-compose.yml

@@ -0,0 +1,12 @@
+version: "3.8"
+services:
+  serving:
+    image: tensorflow/serving
+    ports:
+      - "8501:8501"
+    volumes:
+      - ./data/saved_model_half_plus_two_cpu:/models/half_plus_two
+    environment:
+      - MODEL_BASE_PATH=/models
+      - MODEL_NAME=half_plus_two
+    restart: unless-stopped