Prepare transfer artifacts from a local instance to a cloud instance

!lamin disconnect

! not connected, call: ln.connect('account/name')

import lamindb as ln
import bionty as bt
import wetlab as wl
import pandas as pd

! not connected, call: ln.connect('account/name')

ln.setup.init(storage="./test-transfer-to-cloud", modules="bionty,wetlab")

→ initialized lamindb: testuser1/test-transfer-to-cloud

artifact = ln.Artifact.from_dataframe(
    pd.DataFrame({"a": [1, 2, 3]}), description="test-transfer-to-cloud"
).save()
features = bt.CellMarker.from_values(
    ["PD1", "CD21"], field=bt.CellMarker.name, organism="human"
).save()
artifact.features._add_schema(ln.Schema(features), slot="var")
organism = bt.Organism.from_source(name="human").save()
artifact.labels.add(organism)
experiment = wl.Experiment(name="experiment-test-transfer-to-cloud").save()
artifact.experiments.add(experiment)
artifact.describe()

! no run & transform got linked, call `ln.track()` & re-run

→ writing the in-memory object into cache

Artifact:  (0000)
|   description: test-transfer-to-cloud
├── uid: On98rQPomAP2AvWg0000            run:                 
│   kind: dataset                        otype: DataFrame     
│   hash: YDf8IRE_ZkxP6cMBO60H8A         size: 1.6 KB         
│   branch: main                         space: all           
│   created_at: 2025-12-01 17:03:25 UTC  created_by: testuser1
│   n_observations: 3                                         
├── storage/path: 
│   /home/runner/work/lamindb/lamindb/docs/storage/test-transfer-to-cloud/.lamindb/On98rQPomAP2AvWg0000.parquet
├── Dataset features
│   └── var (2 bionty.CellMarker)                                                                                  
│       PD1                             num                                                                        
│       CD21                            num                                                                        
└── Labels
    └── .organisms                      bionty.Organism                    human                                   
        .experiments                    wetlab.Experiment                  experiment-test-transfer-to-cloud       

assert artifact.features.slots["var"].members.count() == 2