Garden-ai

🛴`VLogan` is here! 🛴

This is the "friends and family" release; we're ready to start putting Garden through the paces with more advanced seedlings and real world models/resources from our beloved collaborators 🌱🌿🪴🌳


What's Changed
* 161 changes for DLHub endpoint if not user specified by adaem2 in https://github.com/Garden-AI/garden/pull/196
* hack `_Model` so we don't need garden-core by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/190

New Contributors
* adaem2 made their first contribution in https://github.com/Garden-AI/garden/pull/196

**Full Changelog**: https://github.com/Garden-AI/garden/compare/0.4.4...0.5.0

What's Changed
* remove extra "model.zip" during upload by isaac-darling in https://github.com/Garden-AI/garden/pull/192


**Full Changelog**: https://github.com/Garden-AI/garden/compare/0.4.3...0.4.4

What's Changed
* list and show cmds for gardens, models and pipelines. by MaxTuecke in https://github.com/Garden-AI/garden/pull/155
* Steve/pipeline shell local testing by steve-barnard in https://github.com/Garden-AI/garden/pull/165
* draft of tutorial for v0 users by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/163
* Outsource publish request to garden-backend by isaac-darling in https://github.com/Garden-AI/garden/pull/177
* Initializing a GardenClient with a Client Credentials Grant by MaxTuecke in https://github.com/Garden-AI/garden/pull/178
* add auth header to outbound request by isaac-darling in https://github.com/Garden-AI/garden/pull/179
* Fix cli error catching by isaac-darling in https://github.com/Garden-AI/garden/pull/180
* Replace UUID with DOI by isaac-darling in https://github.com/Garden-AI/garden/pull/176
* Will/direct s3 upload by WillEngler in https://github.com/Garden-AI/garden/pull/185
* fix datacite publishing bug by isaac-darling in https://github.com/Garden-AI/garden/pull/187
* Download models directly with presigned S3 URLs by WillEngler in https://github.com/Garden-AI/garden/pull/189


**Full Changelog**: https://github.com/Garden-AI/garden/compare/0.4.2...0.4.3

What's Changed
* rough draft of docs for developers by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/136
* garden create DOI print fix (141) by MaxTuecke in https://github.com/Garden-AI/garden/pull/146
* 144 steps copy source code by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/147
* Scaffolded pipeline exception handling in pipeline register by MaxTuecke in https://github.com/Garden-AI/garden/pull/148
* add naive approach to token refresh by isaac-darling in https://github.com/Garden-AI/garden/pull/149
* 135 fix dependency conflict by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/151
* Upgrade MLFlow client and remove MLFlow bandaid by WillEngler in https://github.com/Garden-AI/garden/pull/159
* remove check prohibiting tf models saved as a single file by isaac-darling in https://github.com/Garden-AI/garden/pull/156

New Contributors
* MaxTuecke made their first contribution in https://github.com/Garden-AI/garden/pull/146
* isaac-darling made their first contribution in https://github.com/Garden-AI/garden/pull/149

**Full Changelog**: https://github.com/Garden-AI/garden/compare/0.4.1...0.4.2

What's Changed
* Add model metadata to local DB on publication. Include option to link Foundry dataset. by WillEngler in https://github.com/Garden-AI/garden/pull/121
* Persist model metadata to Globus Search by WillEngler in https://github.com/Garden-AI/garden/pull/124
* invoke pipeline from garden object by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/125
* Fetch remote garden from Globus Search by WillEngler in https://github.com/Garden-AI/garden/pull/126
* 63 version fixes by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/129


**Full Changelog**: https://github.com/Garden-AI/garden/compare/0.4.0...0.4.1

this release might be the last 0.x release -- the major milestone we've now reached is the ability to:
1. Register a pretrained model + dependencies with our backend
2. Use that model in a pipeline
3. Register the completed pipeline with dependencies via globus compute/container service
4. Execute that pipeline in a container on a remote endpoint (triggering a model download from our backend registry to the endpoint)

In addition, we're supporting some new model flavors (shoutout to steve-barnard), and we've integrated with globus search for `garden-ai garden publish` and `garden-ai garden search` cli commands.

What's Changed
* Add License by WillEngler in https://github.com/Garden-AI/garden/pull/82
* add garden-ai prefix to CLI commands in quickstart.rst by steve-barnard in https://github.com/Garden-AI/garden/pull/83
* Add FuncX client to Garden by WillEngler in https://github.com/Garden-AI/garden/pull/87
* Unified pipeline requirements by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/84
* Add GardenClient method that builds a container with ContainerService by WillEngler in https://github.com/Garden-AI/garden/pull/89
* fix: make `pipeline.requirements_file` optional by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/92
* Register pipeline with funcx by WillEngler in https://github.com/Garden-AI/garden/pull/90
* 93 lazy download models by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/95
* Tensor & PyTorch support by WillEngler in https://github.com/Garden-AI/garden/pull/101
* Monkeypatch FuncX client to get around clientside serialization bug by WillEngler in https://github.com/Garden-AI/garden/pull/103
* keep up with funcx -> globus-compute rebrand by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/108
* Add "garden publish" command by WillEngler in https://github.com/Garden-AI/garden/pull/109
* remotely execute registered pipeline by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/110
* Enable selecting Garden and Pipeline by DOI in "garden add-pipeline" and "garden publish" commands by WillEngler in https://github.com/Garden-AI/garden/pull/111
* updated pyproject.toml with optional flavors on install and in test g… by steve-barnard in https://github.com/Garden-AI/garden/pull/107
* `RegisteredPipeline` class by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/115
* Add `garden search` command by WillEngler in https://github.com/Garden-AI/garden/pull/116
* remote pipelines can set env vars by OwenPriceSkelly in https://github.com/Garden-AI/garden/pull/120

New Contributors
* steve-barnard made their first contribution in https://github.com/Garden-AI/garden/pull/83

**Full Changelog**: https://github.com/Garden-AI/garden/compare/0.3.1...0.4.0