add a simple go application to demo acceleration

acceleration/Dockerfile

@@ -0,0 +1,6 @@
+FROM golang
+
+ADD . .
+
+ENTRYPOINT ["go", "run", "main.go"]
+

acceleration/Dockerfile.spiceai

@@ -0,0 +1,17 @@
+FROM rust as build
+
+RUN apt-get update && apt-get install -yqq git
+
+RUN git clone https://github.com/spiceai/spiceai.git
+
+RUN cd spiceai && make -C bin/spiced
+
+FROM debian
+
+RUN apt-get update && apt-get install -yqq libssl-dev sqlite3
+
+COPY --from=build /spiceai/target/release/spiced /usr/local/bin
+
+WORKDIR /root
+
+ENTRYPOINT ["spiced", "--flight", "0.0.0.0:50051"]

acceleration/README.md

@@ -0,0 +1,159 @@
+# Sample
+
+This sample showcases the way to use spiced to simplify the process of building a CQRS pattern for your application.
+
+In this sample, we have a `/orders` API which creates a random order with a random count. 
+
+There are 3 `/rankings` API to show the top 5 selling products:
+- /rankings - fetch data from postgres
+- /rankings-accelerated - fetch data from spiced runtime without materialized ranking view, it pulls data from postgres into edge acceleration to improve query performance
+- /rankings-materialized - fetch data from spiced runtime with materialized ranking view, it pulls data from ranking view from the previous spiced runtime and accelerates it locally
+
+## Performance benchmark using oha
+
+### From Postgres
+```bash
+…/sample-1 main ❯ oha -n20000 -c100 'http://localhost:9999/ranking'
+Summary:
+  Success rate: 100.00%
+  Total:        47.4194 secs
+  Slowest:      1.1856 secs
+  Fastest:      0.0003 secs
+  Average:      0.2364 secs
+  Requests/sec: 421.7687
+
+  Total data:   2.70 MiB
+  Size/request: 14
+  Size/sec:     58.41 KiB
+
+Response time histogram:
+  0.000 [1]    |
+  0.119 [8011] |■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.237 [2189] |■■■■■■■■
+  0.356 [3873] |■■■■■■■■■■■■■■■
+  0.474 [3152] |■■■■■■■■■■■■
+  0.593 [1840] |■■■■■■■
+  0.711 [736]  |■■
+  0.830 [154]  |
+  0.949 [30]   |
+  1.067 [9]    |
+  1.186 [5]    |
+
+Response time distribution:
+  10.00% in 0.0029 secs
+  25.00% in 0.0523 secs
+  50.00% in 0.2186 secs
+  75.00% in 0.3927 secs
+  90.00% in 0.4981 secs
+  95.00% in 0.5898 secs
+  99.00% in 0.7113 secs
+  99.90% in 0.9032 secs
+  99.99% in 1.1139 secs
+
+
+Details (average, fastest, slowest):
+  DNS+dialup:   0.0027 secs, 0.0012 secs, 0.0031 secs
+  DNS-lookup:   0.0000 secs, 0.0000 secs, 0.0002 secs
+
+Status code distribution:
+  [200] 19964 responses
+  [500] 36 responses
+```
+
+### From spiced with acceleration, without materialized view
+
+```bash
+…/sample-1 main 47s ❯ oha -n20000 -c100 'http://localhost:9999/ranking-accelerated'
+Summary:
+  Success rate: 100.00%
+  Total:        22.3230 secs
+  Slowest:      0.2257 secs
+  Fastest:      0.0058 secs
+  Average:      0.1115 secs
+  Requests/sec: 895.9356
+
+  Total data:   2.71 MiB
+  Size/request: 14
+  Size/sec:     124.24 KiB
+
+Response time histogram:
+  0.006 [1]    |
+  0.028 [146]  |■
+  0.050 [744]  |■■■■■
+  0.072 [2089] |■■■■■■■■■■■■■■■
+  0.094 [3462] |■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.116 [4356] |■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.138 [4175] |■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.160 [3134] |■■■■■■■■■■■■■■■■■■■■■■■
+  0.182 [1467] |■■■■■■■■■■
+  0.204 [384]  |■■
+  0.226 [42]   |
+
+Response time distribution:
+  10.00% in 0.0634 secs
+  25.00% in 0.0854 secs
+  50.00% in 0.1122 secs
+  75.00% in 0.1379 secs
+  90.00% in 0.1588 secs
+  95.00% in 0.1701 secs
+  99.00% in 0.1912 secs
+  99.90% in 0.2083 secs
+  99.99% in 0.2235 secs
+
+
+Details (average, fastest, slowest):
+  DNS+dialup:   0.0027 secs, 0.0012 secs, 0.0032 secs
+  DNS-lookup:   0.0000 secs, 0.0000 secs, 0.0002 secs
+
+Status code distribution:
+  [200] 20000 responses
+```
+
+### From spiced with acceleration, with materialized view
+
+```bash
+…/sample-1 main ❯ oha -n20000 -c100 'http://localhost:9999/ranking-materialized'
+Summary:
+  Success rate: 100.00%
+  Total:        4.4439 secs
+  Slowest:      0.0628 secs
+  Fastest:      0.0010 secs
+  Average:      0.0222 secs
+  Requests/sec: 4500.5780
+
+  Total data:   2.71 MiB
+  Size/request: 14
+  Size/sec:     624.10 KiB
+
+Response time histogram:
+  0.001 [1]    |
+  0.007 [65]   |
+  0.013 [953]  |■■■
+  0.020 [6626] |■■■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.026 [7627] |■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.032 [3117] |■■■■■■■■■■■■■
+  0.038 [1126] |■■■■
+  0.044 [358]  |■
+  0.050 [99]   |
+  0.057 [17]   |
+  0.063 [11]   |
+
+Response time distribution:
+  10.00% in 0.0153 secs
+  25.00% in 0.0178 secs
+  50.00% in 0.0212 secs
+  75.00% in 0.0254 secs
+  90.00% in 0.0307 secs
+  95.00% in 0.0346 secs
+  99.00% in 0.0421 secs
+  99.90% in 0.0533 secs
+  99.99% in 0.0623 secs
+
+
+Details (average, fastest, slowest):
+  DNS+dialup:   0.0027 secs, 0.0013 secs, 0.0033 secs
+  DNS-lookup:   0.0000 secs, 0.0000 secs, 0.0001 secs
+
+Status code distribution:
+  [200] 20000 responses
+```

acceleration/docker-compose.yaml

@@ -0,0 +1,66 @@
+services:
+  web:
+    build: .
+    ports:
+      - "9999:8080"
+    depends_on:
+      - postgres
+      - spiced
+      - spiced-materialized
+    environment:
+      - POSTGRES_CONN=host=postgres port=5432 dbname=postgres user=postgres password=postgres sslmode=disable
+  spiced:
+    build:
+      dockerfile: Dockerfile.spiceai
+    depends_on:
+      - postgres
+    volumes:
+      - ./spicepod.yaml:/root/spicepod.yaml
+    expose:
+      - "50051"
+    deploy:
+      resources:
+        limits:
+          cpus: '2'
+          memory: 2G
+        reservations:
+          cpus: '2'
+          memory: 2G
+  spiced-materialized:
+    build:
+      dockerfile: Dockerfile.spiceai
+    depends_on:
+      - spiced
+    volumes:
+      - ./spicepod-materialized.yaml:/root/spicepod.yaml
+    expose:
+      - "50051"
+    entrypoint:
+      - /bin/bash
+      - -c
+      - |
+        sleep 10 && spiced --flight 0.0.0.0:50051
+    deploy:
+      resources:
+        limits:
+          cpus: '2'
+          memory: 2G
+        reservations:
+          cpus: '2'
+          memory: 2G
+  postgres:
+    image: "postgres:alpine"
+    environment:
+      - POSTGRES_USER=postgres
+      - POSTGRES_PASSWORD=postgres
+      - POSTGRES_DB=postgres
+    expose:
+      - "5432"
+    deploy:
+      resources:
+        limits:
+          cpus: '2'
+          memory: 2G
+        reservations:
+          cpus: '2'
+          memory: 2G

acceleration/go.mod

@@ -0,0 +1,29 @@
+module github.com/spiceai/sample-1
+
+go 1.22.1
+
+require (
+	github.com/apache/arrow/go/v16 v16.0.0-20240325050224-f100eff39fd3
+	github.com/lib/pq v1.10.9
+)
+
+require (
+	github.com/goccy/go-json v0.10.2 // indirect
+	github.com/golang/protobuf v1.5.3 // indirect
+	github.com/google/flatbuffers v24.3.7+incompatible // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/klauspost/compress v1.17.7 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.7 // indirect
+	github.com/pierrec/lz4/v4 v4.1.21 // indirect
+	github.com/zeebo/xxh3 v1.0.2 // indirect
+	golang.org/x/exp v0.0.0-20240222234643-814bf88cf225 // indirect
+	golang.org/x/mod v0.16.0 // indirect
+	golang.org/x/net v0.22.0 // indirect
+	golang.org/x/sys v0.18.0 // indirect
+	golang.org/x/text v0.14.0 // indirect
+	golang.org/x/tools v0.19.0 // indirect
+	golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240123012728-ef4313101c80 // indirect
+	google.golang.org/grpc v1.62.1 // indirect
+	google.golang.org/protobuf v1.33.0 // indirect
+)

acceleration/go.sum

@@ -0,0 +1,88 @@
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+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
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