Mercurial > repos > rv43 > tomo
annotate workflow/__main__.py @ 69:fba792d5f83b draft
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
author | rv43 |
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date | Fri, 10 Mar 2023 16:02:04 +0000 |
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children | 1cf15b61cd83 |
rev | line source |
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69
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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1 #!/usr/bin/env python3 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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2 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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3 import logging |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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4 logging.getLogger(__name__) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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5 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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6 import argparse |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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7 import pathlib |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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8 import sys |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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9 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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10 from .models import TomoWorkflow as Workflow |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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11 try: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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12 from deepdiff import DeepDiff |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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13 except: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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14 pass |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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15 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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16 parser = argparse.ArgumentParser(description='''Operate on representations of |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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17 Tomo data workflows saved to files.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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18 parser.add_argument('-l', '--log', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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19 # type=argparse.FileType('w'), |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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20 default=sys.stdout, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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21 help='Logging stream or filename') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
rv43
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22 parser.add_argument('--log_level', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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23 choices=logging._nameToLevel.keys(), |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
rv43
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24 default='INFO', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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25 help='''Specify a preferred logging level.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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26 subparsers = parser.add_subparsers(title='subcommands', required=True)#, dest='command') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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27 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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28 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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29 # CONSTRUCT |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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30 def construct(args:list) -> None: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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31 if args.template_file is not None: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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32 wf = Workflow.construct_from_file(args.template_file) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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33 wf.cli() |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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34 else: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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35 wf = Workflow.construct_from_cli() |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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36 wf.write_to_file(args.output_file, force_overwrite=args.force_overwrite) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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37 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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38 construct_parser = subparsers.add_parser('construct', help='''Construct a valid Tomo |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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39 workflow representation on the command line and save it to a file. Optionally use |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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40 an existing file as a template and/or preform the reconstruction or transfer to Galaxy.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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41 construct_parser.set_defaults(func=construct) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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42 construct_parser.add_argument('-t', '--template_file', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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43 type=pathlib.Path, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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44 required=False, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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45 help='''Full or relative template file path for the constructed workflow.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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46 construct_parser.add_argument('-f', '--force_overwrite', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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47 action='store_true', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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48 help='''Use this flag to overwrite the output file if it already exists.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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49 construct_parser.add_argument('-o', '--output_file', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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50 type=pathlib.Path, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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51 help='''Full or relative file path to which the constructed workflow will be written.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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52 |
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planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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53 |
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planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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54 # VALIDATE |
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55 def validate(args:list) -> bool: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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56 try: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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57 wf = Workflow.construct_from_file(args.input_file) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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58 logger.info(f'Success: {args.input_file} represents a valid Tomo workflow configuration.') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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59 return(True) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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60 except BaseException as e: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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61 logger.error(f'{e.__class__.__name__}: {str(e)}') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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62 logger.info(f'''Failure: {args.input_file} does not represent a valid Tomo workflow |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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63 configuration.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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64 return(False) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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65 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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66 validate_parser = subparsers.add_parser('validate', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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67 help='''Validate a file as a representation of a Tomo workflow (this is most useful |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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68 after a .yaml file has been manually edited).''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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69 validate_parser.set_defaults(func=validate) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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70 validate_parser.add_argument('input_file', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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71 type=pathlib.Path, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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72 help='''Full or relative file path to validate as a Tomo workflow.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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73 |
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74 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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75 # CONVERT |
fba792d5f83b
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76 def convert(args:list) -> None: |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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77 wf = Workflow.construct_from_file(args.input_file) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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78 wf.write_to_file(args.output_file, force_overwrite=args.force_overwrite) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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79 |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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80 convert_parser = subparsers.add_parser('convert', help='''Convert one Tomo workflow |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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81 representation to another. File format of both input and output files will be |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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82 automatically determined from the files' extensions.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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83 convert_parser.set_defaults(func=convert) |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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84 convert_parser.add_argument('-f', '--force_overwrite', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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85 action='store_true', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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86 help='''Use this flag to overwrite the output file if it already exists.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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87 convert_parser.add_argument('-i', '--input_file', |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
rv43
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88 type=pathlib.Path, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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89 required=True, |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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90 help='''Full or relative input file path to be converted.''') |
fba792d5f83b
planemo upload for repository https://github.com/rolfverberg/galaxytools commit ab9f412c362a4ab986d00e21d5185cfcf82485c1
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91 convert_parser.add_argument('-o', '--output_file', |
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92 type=pathlib.Path, |
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93 required=True, |
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94 help='''Full or relative file path to which the converted input will be written.''') |
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95 |
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96 |
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97 # DIFF / COMPARE |
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98 def diff(args:list) -> bool: |
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99 raise ValueError('diff not tested') |
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100 # wf1 = Workflow.construct_from_file(args.file1).dict_for_yaml() |
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101 # wf2 = Workflow.construct_from_file(args.file2).dict_for_yaml() |
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102 # diff = DeepDiff(wf1,wf2, |
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103 # ignore_order_func=lambda level:'independent_dimensions' not in level.path(), |
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104 # report_repetition=True, |
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105 # ignore_string_type_changes=True, |
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106 # ignore_numeric_type_changes=True) |
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107 diff_report = diff.pretty() |
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108 if len(diff_report) > 0: |
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109 logger.info(f'The configurations in {args.file1} and {args.file2} are not identical.') |
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110 print(diff_report) |
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111 return(True) |
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112 else: |
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113 logger.info(f'The configurations in {args.file1} and {args.file2} are identical.') |
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114 return(False) |
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115 |
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116 diff_parser = subparsers.add_parser('diff', aliases=['compare'], help='''Print a comparison of |
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117 two Tomo workflow representations stored in files. The files may have different formats.''') |
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118 diff_parser.set_defaults(func=diff) |
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119 diff_parser.add_argument('file1', |
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120 type=pathlib.Path, |
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121 help='''Full or relative path to the first file for comparison.''') |
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122 diff_parser.add_argument('file2', |
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123 type=pathlib.Path, |
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124 help='''Full or relative path to the second file for comparison.''') |
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125 |
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126 |
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127 # LINK TO GALAXY |
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128 def link_to_galaxy(args:list) -> None: |
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129 from .link_to_galaxy import link_to_galaxy |
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130 link_to_galaxy(args.input_file, galaxy=args.galaxy, user=args.user, |
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131 password=args.password, api_key=args.api_key) |
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132 |
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133 link_parser = subparsers.add_parser('link_to_galaxy', help='''Construct a Galaxy history and link |
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134 to an existing Tomo workflow representations in a NeXus file.''') |
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135 link_parser.set_defaults(func=link_to_galaxy) |
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136 link_parser.add_argument('-i', '--input_file', |
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137 type=pathlib.Path, |
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138 required=True, |
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139 help='''Full or relative input file path to the existing Tomo workflow representations as |
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140 a NeXus file.''') |
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141 link_parser.add_argument('-g', '--galaxy', |
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142 required=True, |
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143 help='Target Galaxy instance URL/IP address') |
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144 link_parser.add_argument('-u', '--user', |
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145 default=None, |
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146 help='Galaxy user email address') |
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147 link_parser.add_argument('-p', '--password', |
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148 default=None, |
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149 help='Password for the Galaxy user') |
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150 link_parser.add_argument('-a', '--api_key', |
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151 default=None, |
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152 help='Galaxy admin user API key (required if not defined in the tools list file)') |
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153 |
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154 |
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155 # RUN THE RECONSTRUCTION |
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156 def run_tomo(args:list) -> None: |
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157 from .run_tomo import run_tomo |
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158 run_tomo(args.input_file, args.output_file, args.modes, center_file=args.center_file, |
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159 num_core=args.num_core, output_folder=args.output_folder, save_figs=args.save_figs) |
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160 |
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161 tomo_parser = subparsers.add_parser('run_tomo', help='''Construct and add reconstructed tomography |
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162 data to an existing Tomo workflow representations in a NeXus file.''') |
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163 tomo_parser.set_defaults(func=run_tomo) |
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164 tomo_parser.add_argument('-i', '--input_file', |
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165 required=True, |
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166 type=pathlib.Path, |
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167 help='''Full or relative input file path containing raw and/or reduced data.''') |
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168 tomo_parser.add_argument('-o', '--output_file', |
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169 required=True, |
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170 type=pathlib.Path, |
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171 help='''Full or relative input file path containing raw and/or reduced data.''') |
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172 tomo_parser.add_argument('-c', '--center_file', |
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173 type=pathlib.Path, |
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174 help='''Full or relative input file path containing the rotation axis centers info.''') |
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175 #tomo_parser.add_argument('-f', '--force_overwrite', |
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176 # action='store_true', |
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177 # help='''Use this flag to overwrite any existing reduced data.''') |
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178 tomo_parser.add_argument('-n', '--num_core', |
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179 type=int, |
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180 default=-1, |
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181 help='''Specify the number of processors to use.''') |
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182 tomo_parser.add_argument('--output_folder', |
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183 type=pathlib.Path, |
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184 default='.', |
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185 help='Full or relative path to an output folder') |
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186 tomo_parser.add_argument('-s', '--save_figs', |
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187 choices=['yes', 'no', 'only'], |
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188 default='no', |
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189 help='''Specify weather to display ('yes' or 'no'), save ('yes'), or only save ('only').''') |
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190 tomo_parser.add_argument('--reduce_data', |
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191 dest='modes', |
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192 const='reduce_data', |
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193 action='append_const', |
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194 help='''Use this flag to create and add reduced data to the input file.''') |
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195 tomo_parser.add_argument('--find_center', |
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196 dest='modes', |
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197 const='find_center', |
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198 action='append_const', |
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199 help='''Use this flag to find and add the calibrated center axis info to the input file.''') |
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200 tomo_parser.add_argument('--reconstruct_data', |
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201 dest='modes', |
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202 const='reconstruct_data', |
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203 action='append_const', |
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204 help='''Use this flag to create and add reconstructed data data to the input file.''') |
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205 tomo_parser.add_argument('--combine_datas', |
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206 dest='modes', |
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207 const='combine_datas', |
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208 action='append_const', |
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209 help='''Use this flag to combine reconstructed data data and add to the input file.''') |
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210 |
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211 |
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212 if __name__ == '__main__': |
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213 args = parser.parse_args(sys.argv[1:]) |
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214 |
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215 # Set log configuration |
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216 # When logging to file, the stdout log level defaults to WARNING |
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217 logging_format = '%(asctime)s : %(levelname)s - %(module)s : %(funcName)s - %(message)s' |
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218 level = logging.getLevelName(args.log_level) |
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219 if args.log is sys.stdout: |
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220 logging.basicConfig(format=logging_format, level=level, force=True, |
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221 handlers=[logging.StreamHandler()]) |
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222 else: |
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223 if isinstance(args.log, str): |
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224 logging.basicConfig(filename=f'{args.log}', filemode='w', |
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225 format=logging_format, level=level, force=True) |
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226 elif isinstance(args.log, io.TextIOWrapper): |
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227 logging.basicConfig(filemode='w', format=logging_format, level=level, |
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228 stream=args.log, force=True) |
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229 else: |
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230 raise ValueError(f'Invalid argument --log: {args.log}') |
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231 stream_handler = logging.StreamHandler() |
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232 logging.getLogger().addHandler(stream_handler) |
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233 stream_handler.setLevel(logging.WARNING) |
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234 stream_handler.setFormatter(logging.Formatter(logging_format)) |
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235 |
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236 args.func(args) |