From e0b3db1a5d0acc1f5a04a4add0a096e99724f57b Mon Sep 17 00:00:00 2001 From: pollfly <75068813+pollfly@users.noreply.github.com> Date: Thu, 21 Oct 2021 16:01:55 +0300 Subject: [PATCH] Add using artifacts example doc (#95) --- docs/fundamentals/artifacts.md | 2 +- docs/guides/reporting/using_artifacts.md | 41 +++++++++++++++++++++++ docs/img/examples_using_artifacts_1.png | Bin 0 -> 55001 bytes sidebars.js | 2 +- 4 files changed, 43 insertions(+), 2 deletions(-) create mode 100644 docs/guides/reporting/using_artifacts.md create mode 100644 docs/img/examples_using_artifacts_1.png diff --git a/docs/fundamentals/artifacts.md b/docs/fundamentals/artifacts.md index 276990cb..03cd58e8 100644 --- a/docs/fundamentals/artifacts.md +++ b/docs/fundamentals/artifacts.md @@ -53,7 +53,7 @@ preprocess_task = Task.get_task(task_id='the_preprocessing_task_id') local_csv = preprocess_task.artifacts['data'].get_local_copy() ``` -See more details in the using artifacts [example](https://github.com/allegroai/clearml/blob/master/examples/reporting/using_artifacts_example.py). +See more details in the using artifacts [example](../guides/reporting/using_artifacts.md). ### List of Supported Artifacts diff --git a/docs/guides/reporting/using_artifacts.md b/docs/guides/reporting/using_artifacts.md new file mode 100644 index 00000000..e1962d98 --- /dev/null +++ b/docs/guides/reporting/using_artifacts.md @@ -0,0 +1,41 @@ +--- +title: Using Artifacts +--- + +The [using_artifacts_example](https://github.com/allegroai/clearml/blob/master/examples/reporting/using_artifacts_example.py) +script demonstrates uploading a data file to a task as an artifact and then accessing and utilizing the artifact in a different task. + +When the script runs it creates two tasks, `create artifact` and `use artifact from other task`, both of which are associated +with the `examples` project. The first task creates and uploads the artifact and the second task accesses the first task’s +artifact and utilizes it. + +## Task 1: Uploading an Artifact + +The first task uploads a data file as an artifact using the [`Task.upload_artifact`](../../references/sdk/task.md#upload_artifact) +method, inputting the artifact’s name and the location of the file. + +```python +task1.upload_artifact(name='data file', artifact_object='data_samples/sample.json') +``` + +The task is then closed, using the [`Task.close`](../../references/sdk/task.md#close) method, so another task can be +initialized in the same script. + +Artifact details (location and size) can be viewed in ClearML’s **web UI > experiment details > ARTIFACTS tab > OTHER section**. + +![Artifacts in WebApp](../../img/examples_using_artifacts_1.png) + +## Task 2: Accessing an Artifact + +After the second task is initialized, the script uses the [`Task.get_task`](../../references/sdk/task.md#taskget_task) +class method to get the first task and access its artifacts, specifically the `data file` artifact. The `get_local_copy` +method downloads the files and returns a path. + +```python +preprocess_task = Task.get_task(task_name='create artifact', project_name='examples') +local_json = preprocess_task.artifacts['data file'].get_local_copy() +``` + +Task 2 then reads the contents of the downloaded artifact and prints it to screen. + + diff --git a/docs/img/examples_using_artifacts_1.png b/docs/img/examples_using_artifacts_1.png new file mode 100644 index 0000000000000000000000000000000000000000..78bfdd09b6665d208a8dc4002ef8e4b67f863b17 GIT binary patch literal 55001 zcmdqJWl&sO7dD8yJE3t860~s%4naal0tA=fZr!+BumHh5c<|uv?yilyyVDHsH}loY zy)!?irlw}5X8-9^r_SDIo!!fywRY%7Wm!zLH)t?0FqrakQlDU8kOg62;C`SWz1)$W z*1384L2#6i|BUi7JWz~7U|^_V9d${bM|a7&Ng^(Yzj9-_V?XguEUrs+ns4oD~U|_Ie7s7i=n8uj@v5J?huk!0PaLm1B;iZALsM6Ved{#Pqn`GvP zeByUvDlzlxtTf^kY2L|WlarHHQSF^vMxxCsl?Wh!fr;^z13uVDKDQ3=) zrcY9jezoyR2Lm?z1t_aFrKY_NhHsmoUot4;-}VWNb=&AQzM`ma7t$o2PaXeA+%mu- 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