soulteary / docker-milvus

[WIP] Reliable, highly scalable Milvus docker images

Docker Milvus

Reliable, highly scalable Milvus docker images.

[WIP] Docker prebuilt images

Mirror will be uploaded tomorrow

I have built some images so far, you can use docker pull to get these images directly.

docker pull ...

Docker Image Name	Type	Ubuntu	OpenBLAS	Golang
soulteary/milvus:base-ubuntu20.04-openblas0.3.9	Base	20.04	0.3.9	-
soulteary/milvus:base-ubuntu20.04-openblas0.3.20	Base	20.04	0.3.20	-
soulteary/milvus:base-ubuntu22.04-openblas0.3.9	Base	22.04	0.3.9	-
soulteary/milvus:base-ubuntu22.04-openblas0.3.20	Base	22.04	0.3.20	-
soulteary/milvus:builder-ubuntu20.04-openblas0.3.9-golang1.16.9	builder	20.04	0.3.9	1.16.9
soulteary/milvus:builder-ubuntu20.04-openblas0.3.20-golang1.16.9	builder	20.04	0.3.20	1.16.9
soulteary/milvus:builder-ubuntu22.04-openblas0.3.9-golang1.16.9	builder	22.04	0.3.9	1.16.9
soulteary/milvus:builder-ubuntu22.04-openblas0.3.20-golang1.16.9	builder	22.04	0.3.20	1.16.9
soulteary/milvus:ubuntu20.04-openblas0.3.9-golang1.16.9	app	20.04	0.3.9	1.16.9
soulteary/milvus:ubuntu20.04-openblas0.3.20-golang1.16.9	app	20.04	0.3.20	1.16.9
soulteary/milvus:ubuntu22.04-openblas0.3.9-golang1.16.9	app	22.04	0.3.9	1.16.9
soulteary/milvus:ubuntu22.04-openblas0.3.20-golang1.16.9	app	22.04	0.3.20	1.16.9

How to build

If you need to build locally, you can refer to the following steps.

1. Build base image

Before building milvus, we first need to build a base image that includes openblas (3.9+)

docker build -t soulteary/milvus:base-ubuntu20.04-openblas0.3.9 -f docker/base/Dockerfile .

Advanced usage

2. Build Milvus tools image

When we prepare the base image, we need to build a tool image that includes c++ and golang to build milvus in it.

docker build -t soulteary/milvus:builder-ubuntu20.04-openblas0.3.9 -f docker/builder/Dockerfile .

By default, we will get the latest Milvus code from GitHub, you can get the code from other data sources by adjusting the build parameters. Advanced usage

3. Build a tiny Milvus Application image

In the previous build, we have solved the Milvus and related software dependencies that can run normally, so we only need a simple command to generate an image that is easy to transfer.

docker build -t soulteary/milvus:ubuntu20.04-openblas0.3.9 -f docker/app/Dockerfile .

[WIP] 4. Build a Milvus Application image with debugger

TBD, how to build an image that supports remote debugging.

PLAN

• Complete WIP content.
• Try privatized Action Runner for efficient automated builds.
• Add TARBALL source code build method.
• Add an environment that is convenient for golang developers to use.
• Improve the build of debug images
• Build Milvus images in batches, use openblas 0.3.9-0.3.20, ubuntu 20.04-22.04, golang 1.16-1.18 to build