WANDB根据标签获得运行ID
上下文
嗨！
在Wandb中，我可以根据标签下载一个模型（例如prod），但是我也想获得与使用标签运行的所有指标。
问题是我不知道如何获得基于特定运行ID的标签。
示例
使用代码波纹管，我们可以提取运行摘要指标，但是设置运行ID是让我退回。
因此，如果我可以根据标签获得运行ID，或者只是通过另一个API调用明确下载指标，例如在api.run中使用特殊的sintax，那真是太好了！在代码示例中，我想使用what_i_want_to_use字符串来调用API而不是what_i_use。
import wandb
from ast import literal_eval
api = wandb.Api()
what_i_use = "team_name/project_name/runID_h3h3h4h4h4h4"
# what_i_want_to_use = "team_name/project_name/artifact_name/prod_tag"
# run is specified by <entity>/<project>/<run_id>
run = api.run(what_i_use)
# save the metrics for the run to a csv file
metrics_dataframe = run.summary
print(metrics_dataframe['a_summary_metric'])
通过贯穿文档，我到目前为止尚未找到任何解决方案。有没有理智的人？
感谢您的阅读！
Context
Hi!
In wandb I can download a model based on a tag (prod for example), but I would like to also get all metrics associated to that run by using tags.
The problem is that I don't know how to a get specific run ID based a tag.
Example
Using the code bellow we can extract a run summary metrics, but setting run IDs is setting me back.
So if I can get run IDs based on tag or just explicitly download metrics with another API call, like with a special sintax in api.run, that would be great! In the code example bellow I would like to use the what_i_want_to_use string to call the API instead of what_i_use.
import wandb
from ast import literal_eval
api = wandb.Api()
what_i_use = "team_name/project_name/runID_h3h3h4h4h4h4"
# what_i_want_to_use = "team_name/project_name/artifact_name/prod_tag"
# run is specified by <entity>/<project>/<run_id>
run = api.run(what_i_use)
# save the metrics for the run to a csv file
metrics_dataframe = run.summary
print(metrics_dataframe['a_summary_metric'])
By running through the docs I didn't find any solution so far. Any ideias?
Thanks for reading!
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也可以通过标签过滤运行。您可以阅读有关它的更多信息在这里：
It is possible to filter runs by tags as well. You can read more about it here: