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Diffstat (limited to 'python/fatcat_tools/mergers/common.py')
-rw-r--r-- | python/fatcat_tools/mergers/common.py | 130 |
1 files changed, 130 insertions, 0 deletions
diff --git a/python/fatcat_tools/mergers/common.py b/python/fatcat_tools/mergers/common.py new file mode 100644 index 00000000..62a29c42 --- /dev/null +++ b/python/fatcat_tools/mergers/common.py @@ -0,0 +1,130 @@ + +""" +Tools for merging entities in various ways. + + group-releases: pull all release entities under a single work + => merges work entities + merge-releases: merge release entities together + => groups files/filesets/webcaptures + merge-containers: merge container entities + merge-files: merge file entities + +Input format is JSON lines with keys: + + idents (required): array of string identifiers + primary (optional): single string identifier + +""" + +import subprocess +from collections import Counter + +import fatcat_api_client +from fatcat_api_client.rest import ApiException + + +class EntityMerger: + """ + API for individual jobs: + + # record iterators sees + push_record(raw_record) + finish() + + # provided helpers + self.api + self.get_editgroup_id() + counts({'lines', 'skip', 'merged', 'updated'}) + + # implemented per-task + try_merge(idents, primary=None) -> int (entities updated) + + This class is pretty similar to EntityImporter, but isn't subclassed. + """ + + def __init__(self, api, **kwargs): + + eg_extra = kwargs.get('editgroup_extra', dict()) + eg_extra['git_rev'] = eg_extra.get('git_rev', + subprocess.check_output(["git", "describe", "--always"]).strip()).decode('utf-8') + eg_extra['agent'] = eg_extra.get('agent', 'fatcat_tools.EntityMerger') + + self.api = api + self.dry_run_mode = kwargs.get('dry_run_mode', True) + self.edit_batch_size = kwargs.get('edit_batch_size', 50) + self.editgroup_description = kwargs.get('editgroup_description') + self.editgroup_extra = eg_extra + self.reset() + + if self.dry_run_mode: + print("Running in dry-run mode!") + + def reset(self): + self.counts = Counter({'lines': 0, 'skip': 0, 'merged': 0, 'updated-total': 0}) + self._edit_count = 0 + self._editgroup_id = None + self._entity_queue = [] + self._idents_inflight = [] + + def push_record(self, line): + """ + Intended to be called by "pusher" class (which could be pulling from + JSON file, Kafka, whatever). + + Input is expected to be a dict-like object with key "idents", and + optionally "primary". + + Returns nothing. + """ + self.counts['lines'] += 1 + if (not raw_record): + self.counts['skip'] += 1 + return + primary = line.get('primary') + idents = list(set(line.get('idents'))) + if primary and primary not in idents: + idents.append(primary) + if not idents or len(idents) <= 1: + self.counts['skip'] += 1 + return + for i in idents: + if i in self._idents_inflight: + raise ValueError("Entity already part of in-process merge operation: {}".format(i)) + self._idents.inflight.append(i) + count = self.try_merge(idents, primary=primary) + if count: + self.counts['merged'] += 1 + self.counts['updated-total'] += count + self._edit_count += count + else: + self.counts['skip'] += 1 + if self._edit_count >= self.edit_batch_size: + self.api.accept_editgroup(self._editgroup_id) + self._editgroup_id = None + self._edit_count = 0 + self._idents_inflight = [] + return + + def try_merge(self, idents, primary=None): + # implementations should fill this in + raise NotImplementedError + + def finish(self): + if self._edit_count > 0: + self.api.accept_editgroup(self._editgroup_id) + self._editgroup_id = None + self._edit_count = 0 + self._idents_inflight = [] + + return self.counts + + def get_editgroup_id(self): + + if not self._editgroup_id: + eg = self.api.create_editgroup( + fatcat_api_client.Editgroup( + description=self.editgroup_description, + extra=self.editgroup_extra)) + self._editgroup_id = eg.editgroup_id + + return self._editgroup_id |