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|
"""
Tools for merging entities in various ways.
merge-releases: merge release entities together
=> groups files/filesets/webcaptures
=> merges work entities if needed
merge-works: pull all release entities under a single work
=> merges work entities
merge-containers: merge container entities
merge-files: merge file entities
"""
import subprocess
from collections import Counter
from typing import Any, Dict, List, Optional
import fatcat_openapi_client
from fatcat_tools.importers import EntityImporter
class EntityMerger(EntityImporter):
"""
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(dupe_ids: List[str], primary_id: Optional[str] = None, evidence: Optional[Dict[str, Any]] = None) -> None
This class is pretty similar to EntityImporter, but isn't subclassed.
"""
def __init__(self, api: fatcat_openapi_client.ApiClient, **kwargs) -> None:
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()
self.entity_type_name = "common"
if self.dry_run_mode:
print("Running in dry-run mode!")
def reset(self) -> None:
self.counts = Counter({"lines": 0, "skip": 0, "merged": 0, "updated-total": 0})
self._edit_count = 0
self._editgroup_id: Optional[str] = None
self._idents_inflight: List[str] = []
def push_record(self, record: Dict[str, Any]) -> None:
"""
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 keys:
entity_type: str
primary_id: Optional[str]
duplicate_ids: [str] (order not preserved)
evidence: Optional[dict]
# can be anything, entity- or merger-specific
# some variables might be...
dupe_extid: str
dupe_extid_type: str
Returns nothing.
"""
self.counts["lines"] += 1
if not record:
self.counts["skip-blank-line"] += 1
return
if record.get("entity_type") != self.entity_type_name:
self.counts["skip-entity-type"] += 1
return
primary_id: Optional[str] = record.get("primary_id")
duplicate_ids: List[str] = list(set(record["duplicate_ids"]))
duplicate_ids = [di for di in duplicate_ids if di != primary_id]
if not duplicate_ids or (len(duplicate_ids) <= 1 and not primary_id):
self.counts["skip-no-dupes"] += 1
return
all_ids = duplicate_ids
if primary_id:
all_ids.append(primary_id)
for i in all_ids:
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(
duplicate_ids, primary_id=primary_id, evidence=record.get("evidence")
)
if count:
self.counts["merged"] += 1
self.counts["updated-entities"] += 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,
dupe_ids: List[str],
primary_id: Optional[str] = None,
evidence: Optional[Dict[str, Any]] = None,
) -> int:
# implementations should fill this in
raise NotImplementedError
def finish(self) -> Counter:
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, _edits: int = 1) -> str:
"""
This version of get_editgroup_id() is similar to the EntityImporter
version, but does not update self._edit_count or submit editgroups. The
edits parameter is ignored.
"""
if not self._editgroup_id:
eg = self.api.create_editgroup(
fatcat_openapi_client.Editgroup(
description=self.editgroup_description, extra=self.editgroup_extra
)
)
self._editgroup_id = eg.editgroup_id
assert self._editgroup_id
return self._editgroup_id
|
