Mercurial > repos > ufz > omero_get_value
diff omero_metadata_upload.py @ 0:1ae349b83c08 draft
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 19d84fd5a372f1428e3e5670144881a56e8af8b2
author | ufz |
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date | Tue, 22 Oct 2024 11:52:46 +0000 |
parents | |
children | 5513b999c56e |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/omero_metadata_upload.py Tue Oct 22 11:52:46 2024 +0000 @@ -0,0 +1,95 @@ +import argparse +import json +from datetime import datetime + +import ezomero as ez +import pandas as pd + + +def metadata_import_ezo(user, pws, host, port, obj_type, did=None, ann_type="table", ann_file=None, an_name=None, + log_file='metadata_import_log.txt'): + def upload_metadata(conn, obj_type, did, data_dict, df, ann_type, an_name): + try: + if ann_type == "KV": + id_map_ann = ez.post_map_annotation(conn, obj_type, object_id=int(did), kv_dict=data_dict, ns=an_name) + ma_dict = ez.get_map_annotation(conn, id_map_ann) + return ma_dict + elif ann_type == "table": + id_tb_ann = ez.post_table(conn, df, object_type=obj_type, object_id=int(did), title=an_name, + headers=True) + tb_dict = ez.get_table(conn, id_tb_ann) + return tb_dict + except Exception as e: + log_error(f"Error uploading metadata for {obj_type} with ID {did}: {str(e)}") + return None + + def log_error(message): + with open(log_file, 'w') as f: + f.write(f"ERROR: {message}\n") + + def log_success(message): + with open(log_file, 'w') as f: + f.write(f"SUCCESS: {message}\n") + + try: + df = pd.read_csv(ann_file, delimiter='\t') + except FileNotFoundError as e: + log_error(f"Annotation file not found: {str(e)}") + return + + if ann_type == "table": + data_dict = df.to_dict(orient='records') + elif ann_type == "KV": + data_dict = {col: df[col].iloc[0] for col in df.columns} + + try: + with ez.connect(user, pws, "", host, port, secure=True) as conn: + if obj_type == "project": + if did is None: + did = ez.post_project(conn, project_name=str(datetime.now())) + result = upload_metadata(conn, "Project", did, data_dict, df, ann_type, an_name) + elif obj_type == "screen": + if did is None: + did = ez.post_screen(conn, screen_name=str(datetime.now())) + result = upload_metadata(conn, "Screen", did, data_dict, df, ann_type, an_name) + elif obj_type == "dataset": + if did is None: + did = ez.post_dataset(conn, dataset_name=str(datetime.now())) + result = upload_metadata(conn, "Dataset", did, data_dict, df, ann_type, an_name) + elif obj_type == "image": + result = upload_metadata(conn, "Image", did, data_dict, df, ann_type, an_name) + else: + raise ValueError("Unsupported object type provided: {}".format(obj_type)) + + if result is not None: + log_success(f"Successfully uploaded metadata for {obj_type} with ID {did}. Result: {result}") + else: + log_error(f"Failed to upload metadata for {obj_type} with ID {did}.") + + conn.close() + + except Exception as e: + log_error(f"Connection error: {str(e)}") + + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description='Import metadata into OMERO.') + parser.add_argument("--credential-file", dest="credential_file", type=str, required=True, help="Credential file (JSON file with username and password for OMERO)") + parser.add_argument('--host', required=True, help='OMERO host') + parser.add_argument('--port', required=True, type=int, help='OMERO port') + parser.add_argument('--obj_type', required=True, choices=['project', 'screen', 'dataset', 'image'], + help='Type of OMERO object') + parser.add_argument('--did', type=int, help='ID of the object (if it exists)') + parser.add_argument('--ann_type', required=True, choices=['table', 'KV'], help='Annotation type') + parser.add_argument('--ann_file', required=True, help='Path to the annotation file') + parser.add_argument('--an_name', required=True, help='Namespace or title for the annotation') + parser.add_argument('--log_file', default='metadata_import_log.txt', help='Path to the log file') + + args = parser.parse_args() + + with open(args.credential_file, 'r') as f: + crds = json.load(f) + + metadata_import_ezo(user=crds['username'], pws=crds['password'], host=args.host, port=args.port, + obj_type=args.obj_type, did=args.did, ann_type=args.ann_type, + ann_file=args.ann_file, an_name=args.an_name, log_file=args.log_file)