Turbo-broccoli

Latest version: v4.12.2

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4.0.0

- `safetensors` is not required for (de)serializing `numpy.ndarray`,
`torch.Tensor`, and `tensorflow.Tensor`.

- Before `v4`, JSON document looked like

json
{
"__TYPE__": {
...
}
}


and

json
{
"__TYPE__": {
"__type__": "SUBTYPE",
}
}


now they look like

json
{
"__type__": "TYPE",
...
}


and

json
{
"__type__": "TYPE.SUBTYPE",
...
}


This declutters the overall structure of the JSON documents.

- Introduction of (de)serialization context objects
(`turbo_broccoli.context.Context`), which contain various information and
parameters about the ongoing (de)serialization operation. You can use it when
calling `turbo_broccoli.from_json` or `turbo_broccoli.to_json`. For
convenience, `turbo_broccoli.save_json` and `turbo_broccoli.load_json` take
the context parameter's as kwargs.

- Removal of `turbo_broccoli.environment`. Use `turbo_broccoli.context.Context`
instead.

- Sentinel booleans like `HAS_NUMPY`, `HAS_PANDA` etc. are now in
`turbo_broccoli.custom`.

- Deleted `turbo_broccoli.guard.guarded_call` and
`turbo_broccoli.guard.produces_document`. The iterable version of
`turbo_broccoli.guard.GuardedBlockHandler.guard` no longer exist.

- Removal of the CLI.

- With a `turbo_broccoli.guard.GuardedBlockHandler`, it is now possible to not
load the block's results if the block is skipped. See the class
documentation.

- Artifacts not have the output JSON filename's stem as a prefix and the `.tb`
extension. For example, if the output file is `test.json`, then an artifact
filename would be `test.<UUID4>.tb`. If no output filename is set in the
serialization context, then artifact filenames simply have the form
`<UUID4>.tb`.

- `turbo_broccoli.utils` has been renamed to `turbo_broccoli.exceptions`.

2.1.0

- `sklearn` (de)serialization of most estimator classes, see [the list of
supported
types](https://altaris.github.io/turbo-broccoli/turbo_broccoli.html#supported-types)
for more details.

- Guarded methods and guarded calls, see
[here](https://altaris.github.io/turbo-broccoli/turbo_broccoli.html#guarded-calls)
for some basic usage.

2.0.0

- `turbo-broccoli` now uses [Huggingface's
`safetensors`](https://huggingface.co/docs/safetensors/index) to store
`np.ndarray` and `tf.Tensor`.

- Added support for `torch.Tensor`, also serialized using `safetensors`.

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