Source code for servicex.dataset_group

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import asyncio
from typing import List, Optional, Union
from rich.progress import Progress

from servicex.query_core import Query
from servicex.expandable_progress import ExpandableProgress
from servicex.models import TransformedResults, ResultFormat
from make_it_sync import make_sync


DatasetGroupMember = Query




class DatasetGroup:
    def __init__(self, datasets: List[DatasetGroupMember]):
        r"""
        A group of datasets that are to be transformed together. This is a convenience
        class to allow you to submit multiple datasets to a ServiceX instance and
        then wait for all of them to complete.

        :param datasets: List of transform request as dataset instances
        """
        self.tasks = []
        self.datasets = datasets



    def set_result_format(self, result_format: ResultFormat):
        r"""
        Set the result format for all the datasets in the group.

        :param result_format: ResultFormat instance
        """
        for dataset in self.datasets:
            dataset.set_result_format(result_format)
        return self




    async def as_signed_urls_async(
        self,
        display_progress: bool = True,
        provided_progress: Optional[Progress] = None,
        return_exceptions: bool = False,
    ) -> List[Union[TransformedResults, BaseException]]:
        with ExpandableProgress(display_progress, provided_progress) as progress:
            self.tasks = [
                d.as_signed_urls_async(provided_progress=progress)
                for d in self.datasets
            ]
            return await asyncio.gather(*self.tasks, return_exceptions=return_exceptions)


    as_signed_urls = make_sync(as_signed_urls_async)



    async def as_files_async(self,
                             display_progress: bool = True,
                             provided_progress: Optional[Progress] = None,
                             return_exceptions: bool = False,
                             ) -> List[Union[TransformedResults, BaseException]]:
        with ExpandableProgress(display_progress, provided_progress) as progress:
            self.tasks = [
                d.as_files_async(provided_progress=progress)
                for d in self.datasets
            ]
            return await asyncio.gather(*self.tasks, return_exceptions=return_exceptions)


    as_files = make_sync(as_files_async)