Test Report

import pandas as pd
import wandb

wandb.init(
    # Set the project where this run will be logged
    project="tmp-artifacts-minimal-example",
    entity="dcferreira",
    job_type="train",
    # Track hyperparameters and run metadata
    config={
        "train_set": "/data/train.csv",
    },
)

artifact = wandb.Artifact(name="artifact", type="artifact")

data = {'col_1': [3, 2, 1, 0], 'col_2': ['a', 'b', 'c', 'd']}
table = wandb.Table(dataframe=pd.DataFrame.from_dict(data))
artifact.add(table, name="artifact")

wandb.log_artifact(artifact)
wandb.finish()

import pandas as pd
import wandb

wandb.init(
    # Set the project where this run will be logged
    project="tmp-artifacts-minimal-example",
    entity="dcferreira",
    job_type="train",
    # Track hyperparameters and run metadata
    config={
        "train_set": "/data/train_filtered.csv",
    },
)

artifact = wandb.Artifact(name="artifact", type="artifact")

data = {'col_1': [3, 2, 1], 'col_2': ['a', 'b', 'c']}
table = wandb.Table(dataframe=pd.DataFrame.from_dict(data))
artifact.add(table, name="artifact")

wandb.log_artifact(artifact)
wandb.finish()

import pandas as pd
import wandb

wandb.init(
    # Set the project where this run will be logged
    project="tmp-artifacts-minimal-example",
    entity="dcferreira",
    job_type="evaluate",
    # Track hyperparameters and run metadata
    config={
        "artifact_name": "artifact:v0",
    },
)

artifact = wandb.use_artifact("artifact:v0")
wandb.finish()

import pandas as pd
import wandb

wandb.init(
    # Set the project where this run will be logged
    project="tmp-artifacts-minimal-example",
    entity="dcferreira",
    job_type="evaluate",
    # Track hyperparameters and run metadata
    config={
        "artifact_name": "artifact:v0",
    },
)

artifact = wandb.use_artifact("artifact:v0")
wandb.finish()

import pandas as pd
import wandb

wandb.init(
    # Set the project where this run will be logged
    project="tmp-artifacts-minimal-example",
    entity="dcferreira",
    job_type="evaluate",
    # Track hyperparameters and run metadata
    config={
        "artifact_name": "artifact:v1",
    },
)

artifact = wandb.use_artifact("artifact:v1")
wandb.finish()