annotate omero_get_value.py @ 5:55e3d33cf4bd draft default tip

planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 636cbb62d59819caca5bc9eab0a8ec31be5bdd46
author ufz
date Mon, 16 Dec 2024 20:56:29 +0000
parents dfe0aae1495c
children
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dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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1 import argparse
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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2 import csv
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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3 import json
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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4 import sys
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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6 import ezomero as ez
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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9 def get_object_ezo(user, pws, host, port, obj_type, ids, tsv_file):
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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10 # Function to write tabular file from the ezomero output
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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11 def write_values_to_tsv(data, header):
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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12 with open(tsv_file, 'w', newline='') as f:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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13 writer = csv.writer(f, delimiter='\t')
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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14 writer.writerow([header]) # Write the header
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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15 for item in data:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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16 writer.writerow([item]) # Write each value
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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17
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18 # Function to write tabular file from a dictionary ezomero output
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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19 def write_dict_to_tsv(data, headers):
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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20 with open(tsv_file, 'w', newline='') as f:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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21 writer = csv.writer(f, delimiter='\t')
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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22 writer.writerow(headers) # Write the headers
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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23 for key, value in data.items():
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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24 writer.writerow([key, value]) # Write each key-value pair
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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25
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26 # Function to write tabular file from list of list ezomero output
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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27 def write_table_to_tsv(data):
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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28 with open(tsv_file, 'w') as f:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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29 for row in data:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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30 f.write('\t'.join([str(val) for val in row]) + '\n')
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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31
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32 with ez.connect(user, pws, "", host, port, secure=True) as conn:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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33 if obj_type == "Annotation":
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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34 ma_dict = {}
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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35 for maid in ids:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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36 current_ma_dict = ez.get_map_annotation(conn, maid)
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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37 ma_dict = {**ma_dict, **current_ma_dict}
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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38 write_dict_to_tsv(ma_dict, ["Annotation ID", "Annotation Value"])
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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39 return ma_dict
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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40 elif obj_type == "Tag":
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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41 tags = []
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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42 for tag_id in ids:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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43 tags.append(ez.get_tag(conn, tag_id))
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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44 # Sort the tags for consistency:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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45 tags.sort
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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46 write_values_to_tsv(tags, "Tags")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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47 return tags
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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48 elif obj_type == "Table":
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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49 if len(ids) > 1:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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50 raise ValueError("Only one table can be exported at a time")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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51 table = ez.get_table(conn, ids[0])
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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52 write_table_to_tsv(table)
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53 return table
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54
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55 else:
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56 sys.exit(f"Unsupported object type: {filter}")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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57
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58
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59 # Argument parsing
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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60 if __name__ == "__main__":
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61 parser = argparse.ArgumentParser(description="Fetch and save data as TSV based on object type.")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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62 parser.add_argument("--credential-file", dest="credential_file", type=str,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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63 required=True, help="Credential file (JSON file with username and password for OMERO)")
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64 parser.add_argument('--host', required=True,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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65 help="Host server address.")
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66 parser.add_argument('--port', required=True, type=int,
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67 help='OMERO port')
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68 parser.add_argument('--obj_type', required=True,
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69 help="Type of object to fetch: Annotation, Table or Tag.")
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70 group = parser.add_mutually_exclusive_group()
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71 group.add_argument('--ids', nargs='+', type=int,
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72 help="IDs of the OMERO objects.")
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73 group.add_argument('--ids_path',
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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74 help="File with IDs of the OMERO objects (one per line).")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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75 parser.add_argument('--tsv_file', default='id_list.tsv', required=True,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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76 help="Output TSV file path.")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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77 args = parser.parse_args()
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78
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79 if args.ids_path:
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80 args.ids = []
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81 with open(args.ids_path, 'r') as f:
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82 for line in f:
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83 try:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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84 args.ids.append(int(line))
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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85 except ValueError:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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86 print(f"{line.strip()} is not a valid ID.")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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87 if len(args.ids) == 0:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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88 raise ValueError("Cound not find a single ID in the file.")
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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89
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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90 with open(args.credential_file, 'r') as f:
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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91 crds = json.load(f)
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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92
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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93 # Call the main function to get the object and save it as a TSV
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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94 get_object_ezo(user=crds['username'], pws=crds['password'], host=args.host,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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95 port=args.port,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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96 obj_type=args.obj_type,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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97 ids=args.ids,
dfe0aae1495c planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
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98 tsv_file=args.tsv_file)