openml.flows.list_flows¶
- openml.flows.list_flows(offset: int | None = None, size: int | None = None, tag: str | None = None, output_format: str = 'dict', **kwargs) Dict | DataFrame¶
Return a list of all flows which are on OpenML. (Supports large amount of results)
- Parameters:
- offsetint, optional
the number of flows to skip, starting from the first
- sizeint, optional
the maximum number of flows to return
- tagstr, optional
the tag to include
- output_format: str, optional (default=’dict’)
The parameter decides the format of the output. - If ‘dict’ the output is a dict of dict - If ‘dataframe’ the output is a pandas DataFrame
- kwargs: dict, optional
Legal filter operators: uploader.
- Returns:
- flowsdict of dicts, or dataframe
- If output_format=’dict’
A mapping from flow_id to a dict giving a brief overview of the respective flow. Every flow is represented by a dictionary containing the following information: - flow id - full name - name - version - external version - uploader
- If output_format=’dataframe’
Each row maps to a dataset Each column contains the following information: - flow id - full name - name - version - external version - uploader