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+
+## Earlier QA Testing (November 2020)
+
+ export FATCAT_API_AUTH_TOKEN=... (FATCAT_AUTH_WORKER_DOAJ)
+
+ # small test:
+ zcat /srv/fatcat/datasets/doaj_article_data_2020-11-13_all.json.gz | head | ./fatcat_import.py doaj-article --issn-map-file /srv/fatcat/datasets/ISSN-to-ISSN-L.txt -
+
+ # full run
+ zcat /srv/fatcat/datasets/doaj_article_data_2020-11-13_all.json.gz | pv -l | parallel -j12 --round-robin --pipe ./fatcat_import.py doaj-article --issn-map-file /srv/fatcat/datasets/ISSN-to-ISSN-L.txt -
+
+ before: 519.17G
+ after: 542.08G
+
+
+ 5.45M 6:29:17 [ 233 /s]
+
+ 12x of:
+ Counter({'total': 455504, 'insert': 394437, 'exists': 60615, 'skip': 452, 'skip-title': 452, 'update': 0})
+
+ total: ~5,466,048
+ insert: ~4,733,244
+ exists: ~727,380
+
+Initial imports (before crash) were like:
+
+ Counter({'total': 9339, 'insert': 9330, 'skip': 9, 'skip-title': 9, 'update': 0, 'exists': 0})
+
+Seems like there is a bug, not finding existing by DOI?
+
+## Prod Container Metadata Update (chocula)
+
+Generic update of container metadata using chocula pipeline. Need to run this
+before DOAJ import to ensure we have all the containers already updated.
+
+Also updating ISSN-L index at the same time. Using a 2020-11-19 metadata
+snapshot, which was generated on 2020-12-07; more recent snapshots had small
+upstream changes in some formats so it wasn't trivial to run with a newer
+snapshot.
+
+ # git rev: 9f67c82ce8952bbe9a7a07b732830363c7865485
+
+ # from laptop, then unzip on prod machine
+ scp chocula_fatcat_export.2020-11-19.json.gz fatcat-prod1-vm:/srv/fatcat/datasets/
+
+ # check ISSN-L symlink
+ # ISSN-to-ISSN-L.txt -> 20201119.ISSN-to-ISSN-L.txt
+
+ export FATCAT_AUTH_WORKER_JOURNAL_METADATA=...
+ head -n200 /srv/fatcat/datasets/chocula_fatcat_export.2020-11-19.json | ./fatcat_import.py chocula -
+ Counter({'total': 200, 'exists': 200, 'exists-by-issnl': 6, 'skip': 0, 'insert': 0, 'update': 0})
+
+ head -n200 /srv/fatcat/datasets/chocula_fatcat_export.2020-11-19.json | ./fatcat_import.py chocula - --do-updates
+ Counter({'total': 200, 'exists': 157, 'exists-skip-update': 151, 'update': 43, 'exists-by-issnl': 6, 'skip': 0, 'insert': 0})
+
+Some of these are very minor updates, so going to do just creation (no
+`--do-updates`) to start.
+
+ time ./fatcat_import.py chocula /srv/fatcat/datasets/chocula_fatcat_export.2020-11-19.json
+ Counter({'total': 168165, 'exists': 167497, 'exists-by-issnl': 2371, 'insert': 668, 'skip': 0, 'update': 0})
+
+ real 5m37.081s
+ user 3m1.648s
+ sys 0m9.488s
+
+TODO: tweak chocula import script to not update on `extra.state` metadata.
+
+
+## Release Metadata Bulk Import
+
+This is the first production bulk import of DOAJ metadata!
+
+ # git rev: 9f67c82ce8952bbe9a7a07b732830363c7865485
+ # DB before: Size: 678.15G
+
+ # ensure fatcatd is updated to have support for DOAJ identifier
+
+ # create new bot user
+ ./target/release/fatcat-auth create-editor --admin --bot doaj-bot
+ => mir5imb3v5ctxcaqnbstvmri2a
+
+ ./target/release/fatcat-auth create-token mir5imb3v5ctxcaqnbstvmri2a
+ => ...
+
+ # download dataset
+ wget https://archive.org/download/doaj_data_2020-11-13/doaj_article_data_2020-11-13.sample_10k.json.gz
+ wget https://archive.org/download/doaj_data_2020-11-13/doaj_article_data_2020-11-13_all.json.gz
+
+ export FATCAT_AUTH_WORKER_DOAJ=...
+
+ # start small
+ zcat /srv/fatcat/datasets/doaj_article_data_2020-11-13.sample_10k.json.gz | head -n100 | ./fatcat_import.py doaj-article --issn-map-file /srv/fatcat/datasets/ISSN-to-ISSN-L.txt -
+ => Counter({'total': 100, 'exists': 70, 'insert': 30, 'skip': 0, 'update': 0})
+
+That is about expected, in terms of fraction without DOI. However, 6 out of 10
+(randomly checked) of the inserted releases seem to be dupes, which feels too
+high. So going to pause this import until basic fuzzy matching ready from
+Martin's fuzzycat work, and will check against elasticsearch before import.
+Will shuffle the entire file, import in a single thread, and just skip
+importing if there is any fuzzy match (not try to merge/update). Expecting
+about 500k new releases after such filtering.
+
+Ok, on 2020-12-17, back with patches to use fuzzycat in filtering. Trying
+another batch:
+
+ # git rev: 60e022609cd3fbbf9634577149018592e680858d
+ # DB before: Size: 678.47G
+
+ export FATCAT_AUTH_WORKER_DOAJ=...
+
+ zcat /srv/fatcat/datasets/doaj_article_data_2020-11-13.sample_10k.json.gz | head -n1000 | tail -n100 | ./fatcat_import.py doaj-article --issn-map-file /srv/fatcat/datasets/ISSN-to-ISSN-L.txt -
+ => Counter({'total': 100, 'exists': 71, 'insert': 19, 'exists-fuzzy': 10, 'skip': 0, 'update': 0})
+
+ # https://fatcat.wiki/changelog/5033496
+
+Sampled 10x of these and they look much better: no obvious duplication. Going
+ahead with the full import; note that other ingest is happening in parallel
+(many crossref, datacite, and pubmed imports which backed up).
+
+ # full run
+ # note the shuf command added, in an attempt to reduce duplicates within this corpus
+ zcat /srv/fatcat/datasets/doaj_article_data_2020-11-13_all.json.gz | shuf | pv -l | parallel -j12 --round-robin --pipe ./fatcat_import.py doaj-article --issn-map-file /srv/fatcat/datasets/ISSN-to-ISSN-L.txt -
+
+ # started 2020-12-17 22:01 (Pacific)
+
+ => 5.45M 52:38:45 [28.8 /s]
+ => Counter({'total': 1366458, 'exists': 1020295, 'insert': 200249, 'exists-fuzzy': 144334, 'skip': 1563, 'skip-title': 1563, 'skip-doaj-id-mismatch': 17, 'update': 0})
+
+As total estimates:
+
+- total: 5,465,832
+- exists: 4,081,180
+- exists-fuzzy: 577,336
+- insert: 800,996
+
+Ending database size: Size: 684.08G
+
+(note that regular imports were running during same period)
+