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<!--monopod:start--> | ||
# mlflow | ||
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| **OCI Reference** | `cgr.dev/chainguard/mlflow` | | ||
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* [View Image in Chainguard Academy](https://edu.chainguard.dev/chainguard/chainguard-images/reference/mlflow/overview/) | ||
* [View Image Catalog](https://console.enforce.dev/images/catalog) for a full list of available tags. | ||
* [Contact Chainguard](https://www.chainguard.dev/chainguard-images) for enterprise support, SLAs, and access to older tags.* | ||
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--- | ||
<!--monopod:end--> | ||
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<!--overview:start--> | ||
A minimal, [Wolfi](https://github.com/wolfi-dev)-based image for MLflow, an open source platform for the machine learning lifecycle. | ||
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<!--overview:end--> | ||
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<!--getting:start--> | ||
## Download this Image | ||
The image is available on `cgr.dev`: | ||
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``` | ||
docker pull cgr.dev/chainguard/mlflow:latest | ||
``` | ||
<!--getting:end--> | ||
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<!--body:start--><!--body:end--> |
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terraform { | ||
required_providers { | ||
apko = { source = "chainguard-dev/apko" } | ||
} | ||
} | ||
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variable "extra_packages" { | ||
description = "Additional packages to install." | ||
type = list(string) | ||
default = ["mlflow"] | ||
} | ||
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variable "environment" { | ||
default = {} | ||
} | ||
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module "accts" { | ||
source = "../../../tflib/accts" | ||
} | ||
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output "config" { | ||
value = jsonencode({ | ||
contents = { | ||
packages = var.extra_packages | ||
} | ||
accounts = module.accts.block | ||
environment = merge({ | ||
"PATH" : "/usr/share/mlflow/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin", | ||
}, var.environment) | ||
entrypoint = { | ||
command = "/usr/share/mlflow/bin/python3" | ||
} | ||
}) | ||
} |
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terraform { | ||
required_providers { | ||
oci = { source = "chainguard-dev/oci" } | ||
} | ||
} | ||
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variable "target_repository" { | ||
description = "The docker repo into which the image and attestations should be published." | ||
} | ||
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module "config" { | ||
source = "./config" | ||
} | ||
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module "latest" { | ||
source = "../../tflib/publisher" | ||
name = basename(path.module) | ||
target_repository = var.target_repository | ||
config = module.config.config | ||
build-dev = true | ||
} | ||
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module "test" { | ||
source = "./tests" | ||
digest = module.latest.image_ref | ||
} | ||
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resource "oci_tag" "latest" { | ||
depends_on = [module.test] | ||
digest_ref = module.latest.image_ref | ||
tag = "latest" | ||
} | ||
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resource "oci_tag" "latest-dev" { | ||
depends_on = [module.test] | ||
digest_ref = module.latest.dev_ref | ||
tag = "latest-dev" | ||
} |
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name: mlflow | ||
image: cgr.dev/chainguard/mlflow | ||
logo: https://storage.googleapis.com/chainguard-academy/logos/mlflow.svg | ||
endoflife: "" | ||
console_summary: "" | ||
short_description: | | ||
A minimal, [Wolfi](https://github.com/wolfi-dev)-based image for MLflow, an open source platform for the machine learning lifecycle. | ||
compatibility_notes: "" | ||
readme_file: README.md | ||
upstream_url: https://mlflow.org/ | ||
keywords: | ||
- ai | ||
- python |
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#!/usr/bin/env bash | ||
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set -o errexit -o nounset -o errtrace -o pipefail -x | ||
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cwd=$(cd "${0%/*}" && pwd) |
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terraform { | ||
required_providers { | ||
oci = { source = "chainguard-dev/oci" } | ||
imagetest = { source = "chainguard-dev/imagetest" } | ||
} | ||
} | ||
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variable "digest" { | ||
description = "The image digest to run tests over." | ||
} | ||
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data "imagetest_inventory" "this" {} | ||
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resource "imagetest_container_volume" "volume" { | ||
name = "scratch-volume" | ||
inventory = data.imagetest_inventory.this | ||
} | ||
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resource "imagetest_harness_docker" "this" { | ||
name = "jre" | ||
inventory = data.imagetest_inventory.this | ||
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mounts = [{ | ||
source = path.module | ||
destination = "/tests" | ||
}] | ||
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envs = { | ||
"IMAGE_NAME" : var.digest | ||
} | ||
} | ||
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resource "imagetest_feature" "basic" { | ||
name = "Test MLflow" | ||
harness = imagetest_harness_docker.this | ||
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steps = [{ | ||
name = "Import test" | ||
cmd = <<EOT | ||
docker run --rm $IMAGE_NAME -m mlflow | ||
EOT | ||
}] | ||
} |