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App version: 3.4.12

Migrate from Neptune Legacy (2.x)

This guide shows how to:

  • Copy run data from Neptune Legacy (app.neptune.ai) to Neptune (scale.neptune.ai).
  • Update your code from neptune to neptune-scale.

Copy runs from Neptune Legacy​

To copy runs from Neptune 2.x to Neptune 3.x, use the run migration utility.

Migrate from Neptune Legacy Python client​

Learn about the code changes that you must implement in your existing scripts before migrating from version 1.x of the Neptune client library to neptune-scale.

Installation​

neptune 1.x
pip install neptune
neptune-scale
pip install neptune-scale

Import​

neptune 1.x
import neptune
neptune-scale
import neptune_scale

Run operations​

For details on all parameters and methods, see Run.

Initialize a run​

neptune 1.x
run = neptune.init_run()
neptune-scale
run = neptune_scale.Run()
Related

sync()​

neptune 1.x
run.sync()
neptune-scale
run.wait_for_processing()

wait()​

neptune 1.x
run.wait()
neptune-scale
run.wait_for_submission()

Stop a run​

neptune 1.x
run.stop()
neptune-scale
run.close()

Logging metadata​

For details on supported metadata types, see Attribute types reference.

Add tags​

neptune 1.x
run["sys/tags"].add(["tag1", "tag2", ...])
neptune-scale
run.add_tags(["tag1", "tag2", ...])
Add group tags​
neptune 1.x
run["sys/group_tags"].add(["tag1", "tag2", ...])
neptune-scale
run.add_tags(["tag1", "tag2", ...], group_tags=True)
Related

Log a dictionary of values​

neptune 1.x
run["config"] = stringify_unsupported(config_dict)
neptune-scale
run.log_configs(
    data={"config": config_dict},
    flatten=True,  # handles nested structures
    cast_unsupported=True,  # enables type casting
)

Log metrics​

neptune 1.x
run["metrics"].append({"acc": acc, "loss": loss, ...})
neptune-scale
run.log_metrics(
    data={"metrics/acc": acc, "metrics/loss": loss, ...},
    step=step
)
note

log_metrics() requires the step parameter. An option to automatically increase the step value isn't supported yet.

Log files​

Upload a single file:

neptune 1.x
run["sample"].upload("my_file.png")
neptune-scale
run.assign_files("my_file.png")

Upload a series of files associated with steps:

neptune 1.x
run["predictions"].append("my_file.png")
neptune-scale
run.log_files(files={predictions: "my_file.png"}, step=step)
Related

Log series of text​

neptune 1.x
run["logs"].append("some_string")
neptune-scale
run.log_string_series("some_string")
Related