App version: 3.4.7

`Filter`

Filter used to specify criteria when fetching experiments or runs.

To create a filter, pass the attribute name and one or more values as arguments:

Filter.method("some/attribute/path", <value or list of values>)

Methods

Method	Description
`eq()`	Equals
`ne()`	Doesn't equal
`gt()`	Greater than
`ge()`	Greater than or equal to
`lt()`	Less than
`le()`	Less than or equal to
`matches_all()`	Matches regex or all in list of regexes
`matches_none()`	Doesn't match regex or any of list of regexes
`contains_all()`	Tagset contains all tags, or string contains substrings
`contains_none()`	Tagset doesn't contain any of the tags, or string doesn't contain the substrings
`exists()`	Attribute exists

Methods that take `Filter` objects as arguments

Method	Description
`negate()`	Negate a filter. Equivalent to prepending `~` to the filter.
`all()`	Concatenation (AND). Equivalent to joining filters with `&`.
`any()`	Alternation (OR). Equivalent to joining filters with `\|`.

Example

import neptune_fetcher.alpha as npt
from neptune_fetcher.alpha.filters import Filter


owner_filter = Filter.matches_all("sys/owner", [r"vidar"])
loss_filter = Filter.lt("validation/loss", 0.1)

owner_and_loss_filter = owner_filter & loss_filter

npt.fetch_experiments_table(experiments=owner_and_loss_filter)

For more examples, see Construct filters with Fetcher API.

Methods​

Methods that take Filter objects as arguments​

Example​

Methods

Methods that take `Filter` objects as arguments

Example