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Add clearml-data dataset version info (#328)

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2
docs/clearml_data/best_practices.md
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@ -47,5 +47,5 @@ serves as a dataset's single point of truth, you can schedule a script which use
will update the dataset based on the modifications made to the folder. This way, there is no need to manually modify a dataset.
This functionality will also track the modifications made to a folder.
See the sync function with the [CLI](clearml_data_cli.md#syncing-local-storage) or [SDK](clearml_data_sdk.md#syncing-local-storage)
See the sync function with the [CLI](clearml_data_cli.md#sync) or [SDK](clearml_data_sdk.md#syncing-local-storage)
interface.

4
docs/clearml_data/clearml_data_cli.md
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@ -32,7 +32,7 @@ clearml-data create [-h] [--parents [PARENTS [PARENTS ...]]] [--project PROJECT]
|---|---|---|
|`--name` |Dataset's name| <img src="/docs/latest/icons/ico-optional-no.svg" alt="No" className="icon size-md center-md" /> |
|`--project`|Dataset's project| <img src="/docs/latest/icons/ico-optional-no.svg" alt="No" className="icon size-md center-md" /> |
|`--version` |Dataset version. If not specified a version will automatically be assigned | <img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" /> |
|`--version` |Dataset version. Use the [semantic versioning](https://semver.org) scheme. If not specified a version will automatically be assigned | <img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" /> |
|`--parents`|IDs of the dataset's parents. The dataset inherits all of its parents' content. Multiple parents can be entered, but they are merged in the order they were entered| <img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" /> |
|`--output-uri`| Sets where dataset and its previews are uploaded to| <img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--tags` |Dataset user tags. The dataset can be labeled, which can be useful for organizing datasets| <img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
@ -183,7 +183,7 @@ clearml-data sync [-h] [--id ID] [--dataset-folder DATASET_FOLDER] --folder FOLD
|`--parents`|IDs of the dataset's parents (i.e. merge all parents). All modifications made to the folder since the parents were synced will be reflected in the dataset|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--project`|If creating a new dataset, specify the dataset's project name|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--name`|If creating a new dataset, specify the dataset's name|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--version`|Specify the dataset’s version. Default: `1.0.0`|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--version`|Specify the dataset’s version using the [semantic versioning](https://semver.org) scheme. Default: `1.0.0`|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--tags`|Dataset user tags|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--skip-close`|Do not auto close dataset after syncing folders|<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|
|`--chunk-size`| Set dataset artifact upload chunk size in MB. Default 512, (pass -1 for a single chunk). Example: 512, dataset will be split and uploaded in 512 MB chunks. |<img src="/docs/latest/icons/ico-optional-yes.svg" alt="Yes" className="icon size-md center-md" />|

6
docs/clearml_data/clearml_data_sdk.md
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@ -52,6 +52,12 @@ For datasets created with `clearml` v1.6 or newer on ClearML Server v1.6 or newe
For datasets created with earlier versions of `clearml`, or if using an earlier version of ClearML Server, find the ID in the task header of the [dataset task's info panel](../webapp/webapp_exp_track_visual.md).
:::
:::info Dataset Version
Input the dataset's version using the [semantic versioning](https://semver.org) scheme (e.g. `1.0.1`, `2.0`). If a version
is not input, the method tries finding the latest dataset version with the specified `dataset_name` and `dataset_project`
and auto-increments the version number.
:::
Use the `output_uri` parameter to specify a network storage target to upload the dataset files, and associated information
(such as previews) to (e.g. `s3://bucket/data`, `gs://bucket/data`, `azure://bucket/data`, `file:///mnt/share/data`).
By default, the dataset uploads to ClearML's file server. The `output_uri` parameter of the [`Dataset.upload`](#uploading-files)