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Widgets and supported field types#

The following tables show which widgets you can use for each type of metadata when constructing dashboards.

Single run#

These widgets are available in the Run details view mode, when inspecting one run at a time.

Metadata type Neptune field type Supported widgets
Single value (scores, text, timestamp) Float, Integer, Boolean, String, Datetime (logged with assign() or =) Single value
Numerical series (metrics, loss, accuracy) FloatSeries (int or float values logged with append() or extend())

Chart

Value list

Single value (for aggregates like variance, max, min)

Text series (journal, notes) StringSeries (str logged with append() or extend()) Value list
Namespace (parameters dictionary, monitoring namespace, system namespace) Namespace Parameters table
Single image File (image logged with upload()) Image
Series of images (e.g. predictions) FileSeries (images logged with append() or extend()) Image gallery
Single file (data sample, git diff, HTML) File (any file logged with upload()) File preview
Set of files FileSet (multiple files logged with upload_files()) FileSet preview
CSV file File (CSV logged with upload()) Table
Jupyter notebook checkpoint Notebook field generated by the neptune-notebooks extension (source_code/notebook field) Notebook preview
See supported fields per widget instead
Widget Neptune field type
Chart FloatSeries (1 or more fields)
Parameters table Namespace (folder)
Image Single image file
Image gallery FileSeries
Single value Float, Integer, Boolean, String, or Datetime
Value list StringSeries or FloatSeries
File preview File
FileSet preview FileSet
Table File containing CSV file
Notebook preview Notebook field generated by the neptune-notebooks extension

Multiple runs#

While in the Compare runs view mode, the available widgets support displaying the same field from multiple runs at once.

Metadata type Neptune field type Supported widget
Numerical series (metrics, loss, accuracy) FloatSeries (int or float values logged with append() or extend()) Chart
Numerical or datetime values Float, Integer, Datetime (logged with assign() or =) Scatter plot
Single image File (image logged with upload()) Single image comparison