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☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

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> TPI is a [Terraform](https://terraform.io) plugin built with machine learning in mind. This CLI tool offers full lifecycle management of computing resources (including GPUs and respawning spot instances) from several...

documentation
resource-task

Cloud vendors are famous for deprecating old offerings and creating new ones at breakneck speed, and users will have a better experience if they adhere to the most recent vendor-specific...

epic
cloud-common
discussion
resource-runner
resource-machine
resource-task
gpu

### Follow-up of https://github.com/iterative/terraform-provider-iterative/issues/127#issuecomment-863408982 It would be nice to offer a single, consistent environment on every platform, and we can ship default container images as part of the machine images...

machine-image
resource-task
gpu

We are generating a bucket with every task, however this approach has several outcomes and a bug: - We are limited to the number of tasks - Removal is tricky...

enhancement
p1-important
cloud-aws
discussion
resource-task

- TPI workflows are [restarted iff run in CI, but not if run locally](https://github.com/iterative/terraform-provider-iterative/pull/339#discussion_r855222543) (counter-intuitive) - This behaviour is not documented - The [use case](https://github.com/iterative/terraform-provider-iterative/issues/389#issuecomment-1047102568) -- i.e. no need to...

documentation
p1-important
discussion
resource-task

Add support for permission set in Azure.

enhancement
cloud-az
resource-runner

1. Expose task index via environment variables, similar to: * [`CIRCLE_NODE_INDEX` & `CIRCLE_NODE_TOTAL` in CircleCI](https://circleci.com/docs/2.0/parallelism-faster-jobs/#running-split-tests) * [`CI_NODE_INDEX` & `CI_NODE_TOTAL` in GitLab](https://docs.gitlab.com/ee/ci/yaml/#parallel) 3. add minimal working example to docs using `parallelism...

documentation
testing
ui/ux
resource-task
external-request

## Purpose Parallel K8s jobs have two modes: Indexed and NonIndexed (default). Indexed jobs have some nice abilities, for example each job gets a `JOB_COMPLETION_INDEX` environment variable so it could...

external-request

aka Restyled's PR spam triggers me... thoughts on adding [`github/super-linter/slim`](https://github.com/github/super-linter#slim-image) as a check for PRs and removing Restyled. I will note that, that the linter has a bit on a...

discussion

minor nitpicks from https://github.com/iterative/terraform-provider-iterative/issues/258#issuecomment-1051948425: ### p2-nice-to-have * [ ] Escape `rclone` connection strings properly https://github.com/rclone/rclone/issues/4996#issuecomment-778628943 * [ ] Refactor orchestrator events & status as separate data sources * [ ]...

epic
resource-task
p2-nice-to-have