fetch_series()

Python package: neptune-fetcher

Fetches raw StringSeries values from selected experiments.

Parameters

experiments

str | Filter

required

A filter specifying which experiments to fetch from:

• a list of specific experiment names, or
• a regex that the experiment name must match, or
• a Filter object.

attributes

str | AttributeFilter

required

A filter specifying which attributes to fetch:

• a list of specific attribute names, or
• a regex that the attribute name must match, or
• an AttributeFilter object.

include_time

"absolute"

optional

default: None

Whether to include absolute timestamp. If set, each metric column has an additional sub-column with requested timestamp values.

step_range

Tuple[float, float]

required

default: None

A tuple specifying the range of steps to include. Can represent an open interval.

lineage_to_the_root

bool

required

default: True

If True, includes all points from the complete experiment history.

If False, only includes points from the selected experiment.

tail_limit

int

optional

default: None

From the tail end of each series, how many points to include at most.

context

Context

required

default: None

Which project and API token to use for the fetching operation. Useful for switching projects.

Fetch from runs

To fetch string series attributes from runs instead of experiments:

• Import the fetch_series() function from the runs module
• Replace the experiments parameter with runs
• Pass run IDs instead of experiment names

from neptune_fetcher.alpha import runs


runs.fetch_series(
    runs=r"^speedy-seagull.*_02",  # run ID
    attributes=r"messages/.*",
)