annotate data_manager/pangolearn_dm.py @ 4:6e24e79d3d69 draft

"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
author iuc
date Tue, 05 Apr 2022 18:40:07 +0000
parents df30a2f1db55
children 29c738066906
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3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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1 #!/usr/bin/env python
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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3 import argparse
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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4 import datetime
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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5 import json
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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6 import operator
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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7 import os
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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8 import shutil
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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9 import sys
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10 import tarfile
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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11
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12 import requests
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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15 def get_model_list(
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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16 existing_release_tags,
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17 url="https://api.github.com/repos/cov-lineages/pangoLEARN/releases"
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3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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18 ):
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19 page_num = 0
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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20 while True:
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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21 page_num += 1
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22 response = requests.get(url + f'?page={page_num}')
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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23 if response.status_code == 200:
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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24 release_list_chunk = json.loads(response.text)
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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25 if not release_list_chunk:
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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26 # past the last page of results
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27 return
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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28 for e in release_list_chunk:
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29 if e["tag_name"] in existing_release_tags:
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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30 continue
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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31 if e["prerelease"]:
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32 continue
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33 yield dict(
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34 tag_name=e["tag_name"],
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35 name=e["name"],
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36 date=parse_date(e["tag_name"]),
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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37 tarball_url=e["tarball_url"],
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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38 )
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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39 else:
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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40 response.raise_for_status()
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41
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42
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43 def filter_by_date(existing_release_tags, start_date=None, end_date=None):
4
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44 ret = []
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45 for release in get_model_list(existing_release_tags):
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46 if start_date and release["date"] < start_date:
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47 break
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48 if not end_date or release["date"] <= end_date:
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49 ret.append(release)
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50
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51 return ret
0
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52
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53
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54 def download_and_unpack(url, output_directory):
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55 response = requests.get(url)
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56 if response.status_code == 200:
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57 tmp_filename = url.split("/")[-1]
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58 tmpfile = open(tmp_filename, "wb")
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59 tmpfile.write(response.content)
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60 tmpfile.close()
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61 shutil.copy(tmp_filename, "/tmp")
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62 tf = tarfile.open(tmp_filename)
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63 pl_path = tf.next().name
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64 tf.extractall(output_directory)
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65 os.unlink(tmp_filename)
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66 os.rename(
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67 output_directory + "/" + pl_path + "/" + "pangoLEARN",
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68 output_directory + "/" + tmp_filename,
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69 )
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70 shutil.rmtree(output_directory + "/" + pl_path)
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71 return tmp_filename
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72 else:
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73 response.raise_for_status()
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74
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75
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76 def parse_date(d):
4
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77 # Tries to parse the first 10 chars of d as a date, which currently
6e24e79d3d69 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit fd2566abd51c88847437d38a5abea8703b8ee034"
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78 # succeeds for all pangolearn model releases.
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79 return datetime.datetime.strptime(d[:10], "%Y-%m-%d")
0
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80
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81
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82 if __name__ == "__main__":
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83
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84 parser = argparse.ArgumentParser()
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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85 parser.add_argument("--testmode", default=False, action="store_true")
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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86 parser.add_argument("--latest", default=False, action="store_true")
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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87 parser.add_argument("--start_date", type=parse_date)
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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88 parser.add_argument("--end_date", type=parse_date)
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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89 parser.add_argument("--overwrite", default=False, action="store_true")
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90 parser.add_argument('--pangolearn_format_version')
0
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91 parser.add_argument("datatable_name")
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92 parser.add_argument("galaxy_datamanager_filename")
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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93 args = parser.parse_args()
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94
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95 if args.testmode:
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96 releases = filter_by_date([], start_date=args.start_date, end_date=args.end_date)
0
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97 for release in releases:
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98 print(release["tag_name"], release["tarball_url"].split("/")[-1], release["date"])
0
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99 sys.exit(0)
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100
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101 with open(args.galaxy_datamanager_filename) as fh:
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102 config = json.load(fh)
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103
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104 output_directory = config.get("output_data", [{}])[0].get("extra_files_path", None)
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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105 data_manager_dict = {}
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106 data_manager_dict["data_tables"] = config.get("data_tables", {})
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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107 data_manager_dict["data_tables"][args.datatable_name] = data_manager_dict[
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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108 "data_tables"
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109 ].get(args.datatable_name, [])
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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110
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111 # NOTE: the data_manager_dict["data_tables"][args.datatable_name] is not actually populated with the
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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112 # contents of the existing data table, so the "no-overwrite" logic and the
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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113 # only-download-what-we-don't-have logic does not in fact work. It is left but unused for now.
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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114 if not args.overwrite:
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115 existing_release_tags = set(
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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116 [
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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117 el["value"]
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118 for el in data_manager_dict["data_tables"][args.datatable_name]
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119 ]
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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120 )
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121 else:
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122 existing_release_tags = set()
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123 if args.latest:
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124 releases = [next(get_model_list(existing_release_tags))]
0
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125 else:
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126 releases = filter_by_date(
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127 existing_release_tags, start_date=args.start_date, end_date=args.end_date
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128 )
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129 releases_to_download = [
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130 release
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131 for release in releases
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132 if release["tag_name"] not in existing_release_tags
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133 ]
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134 for release in releases_to_download:
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135 fname = download_and_unpack(release["tarball_url"], output_directory)
1
112bb7a9da3c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 1f7b91c7bbd72d30ab47c64d0796ce9825edcaf9"
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136 if args.pangolearn_format_version is not None:
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137 version = args.pangolearn_format_version
112bb7a9da3c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 1f7b91c7bbd72d30ab47c64d0796ce9825edcaf9"
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138 else:
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139 # 2021-05-27 was the first release of pangoLEARN for pangolin 3, which changed DB format
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140 if release["date"] >= datetime.datetime(2021, 5, 27):
1
112bb7a9da3c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 1f7b91c7bbd72d30ab47c64d0796ce9825edcaf9"
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141 version = '3.0'
112bb7a9da3c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 1f7b91c7bbd72d30ab47c64d0796ce9825edcaf9"
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142 else:
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143 version = '1.0'
0
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144 data_manager_dict["data_tables"][args.datatable_name].append(
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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145 dict(
4
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146 value=release["tag_name"],
0
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147 description=release["name"],
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148 format_version=version,
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149 path=output_directory + "/" + fname,
0
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150 )
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151 )
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152 data_manager_dict["data_tables"][args.datatable_name].sort(
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153 key=operator.itemgetter("value"), reverse=True
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154 )
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155 with open(args.galaxy_datamanager_filename, "w") as fh:
3eac657893fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/data_managers/data_manager_pangolearn commit 68adfad76cdb5ff13ec9fb49895a3cde2c502514"
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156 json.dump(data_manager_dict, fh, indent=2, sort_keys=True)