ZacharyZhang-NY
77219c930b
Ground truth comes only from third-party annotations (MMLongBench-Doc
evidence_page_ids, VisRAG qrels, ScreenSpot-v2 bboxes, Video-MME QA,
LongMemEval answer_session_ids, CodeSearchNet func_path+func_name) and
from document structure; no model judgement is used anywhere.
- bench/corpus/manifest.jsonl: 28 sources with url, retrieved_at, sha256,
annotation_source, license, files[]; verified by bench.manifest_check
- bench/sets/{pdf,image,ui_screenshot,video,code,conversation}.{jsonl} plus
corpus indexes and a manifest that freezes every file's sha256
- 2,928 answerable + 2,380 unanswerable queries over 854 holders; every
query carries scope {holder, scenario, as_of} for transactive routing
- bench/validate_sets.py fails on missing gold, holder mismatch between
gold and query, gold observed after as_of, and manifest digest drift
700 lines
18 KiB
JSON
700 lines
18 KiB
JSON
{
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"ambiguous_docstrings_dropped": 1209,
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"corpus_records": 21976,
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"corpus_sha256": "0c7a0d220e1f87cd497acf376c0371790abbfdbdaf727916e13e766c934df5cc",
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"datasets": [
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"code-search-net/code_search_net"
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],
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"functions_in_split": 22176,
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"functions_kept": 21976,
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"held_out_share": 15,
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"holders": [
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"AnthonyMRios-pymetamap",
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"Azure-Azure-MachineLearning-ClientLibrary-Python",
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"MartinHjelmare-leicacam",
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"MaxStrange-AudioSegment",
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"MisterY-price-database",
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"MitchellChu-torndsession",
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"MomsFriendlyRobotCompany-fake_rpi",
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"MuhammedHasan-sklearn_utils",
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"Music-Moo-music2storage",
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"MycroftAI-padaos",
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"NarrativeScience-lsi",
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"NateFerrero-oauth2lib",
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"Nekmo-amazon-dash",
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"Nekroze-greencard",
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"Pirionfr-pyLinky",
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"PolicyStat-docx2html",
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"Polyconseil-devpi-metawheel",
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"PyCQA-pylint",
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"PyFilesystem-s3fs",
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"PyProphet-pyprophet",
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"PythonSanSebastian-docstamp",
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"Qiskit-qiskit-terra",
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"RRZE-HPC-kerncraft",
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"RazerM-yourls-python",
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"SeabornGames-Logger",
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"SectorLabs-django-postgres-extra",
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"SiLab-Bonn-pixel_clusterizer",
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"SketchingDev-Doodle-Dashboard",
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"Skyscanner-pages",
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"SmBe19-praw-OAuth2Util",
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"SmartDeveloperHub-sdh-curator-py",
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"SmokinCaterpillar-pypet",
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"StackSentinel-stacksentinel-python",
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"StaticCube-python-synology",
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"TDG-Platform-cloud-harness",
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"Terrance-SkPy",
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"Tivix-django-rest-auth",
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"Toblerity-rtree",
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"ToucanToco-toucan-data-sdk",
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"Trim21-sdu_bkjws",
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"Tsjerk-Insane",
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"UCBerkeleySETI-blimpy",
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"UDST-pandana",
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"URXtech-cmph-cffi",
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"Valuehorizon-valuehorizon-forex",
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"VingtCinq-python-resize-image",
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"VorskiImagineering-C3PO",
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"WhoopInc-pytsdb",
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"WoLpH-mt940",
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"Yaco-Sistemas-django-transmeta",
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"a-tal-nagaram",
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"abau171-highfive",
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"accraze-pymtranslate",
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"addok-addok",
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"agabrown-PyGaia",
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"aholkner-bacon",
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"albertodonato-prometheus-aioexporter",
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"alghafli-fileslice",
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"algofairness-BlackBoxAuditing",
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"alimuldal-PyFNND",
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"allanlei-django-argparse-command",
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"alpacahq-alpaca-trade-api-python",
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"ambitioninc-python-logentries-api",
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"amcat-progressmonitor",
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"amelchio-eternalegypt",
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"amorison-loam",
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"amyth-django-instapush",
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"analytehealth-django-analytics",
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"andrefsp-pyflot",
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"andreikop-python-ws-discovery",
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"anentropic-dirtyebay",
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"ankitmathur3193-song-cli",
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"ansible-ansible-lint",
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"antevens-listen",
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"apache-airflow",
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"appier-h5sparse",
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"appknox-google-chartwrapper",
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"arlyon-hyperion",
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"arve0-microscopestitching",
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"asciimoo-searx",
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"ashleysommer-sanic-cors",
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"audiencepi-SimilarWeb-Python",
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"ausaki-python-validator",
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"authomatic-authomatic",
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"avelino-bottle-auth",
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"benhoff-microphone",
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"bigdatacesga-kvstore",
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"bindlock-vklancer",
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"bipsandbytes-django-api",
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"bitlabstudio-django-dashboard-app",
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"bitlabstudio-django-hero-slider",
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"bivab-smbus-cffi",
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"bjoernricks-python-quilt",
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"bkg-greenwich",
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"bkosciow-python_iot-1",
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"blockstack-packages-keychain-manager-py",
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"blockstack-zone-file-py",
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"bloomreach-s4cmd",
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"bolt-project-bolt",
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"boto-s3transfer",
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"boundary-pulse-api-cli",
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"brandon-rhodes-python-jplephem",
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"bruth-cypher",
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"bsmithyman-problemo",
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"bucknerns-concordance",
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"bunchesofdonald-photohash",
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"buzzfeed-phonon",
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"c-soft-satel_integra",
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"caktus-rapidsms-twilio",
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"calston-tensor",
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"capitalone-giraffez",
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"cartoonist-pystream-protobuf",
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"cassinyio-SwarmSpawner",
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"ccubed-Shosetsu",
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"celiao-tmdbsimple",
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"cgarciae-dicto",
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"chairco-pyRscript",
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"chaoss-grimoirelab-kingarthur",
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"chaoss-grimoirelab-perceval",
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"chaoss-grimoirelab-perceval-mozilla",
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"chrisjrn-registrasion",
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"chrisnorman7-wxgoodies",
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"chrisrink10-basilisp",
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"chuck1-codemach",
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"cloud9ers-gurumate",
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"clouserw-tower",
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"cmcginty-PyWeather",
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"cnu-scrapy-random-useragent",
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"codeghar-brokerlso",
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"codeinthehole-django-async-messages",
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"codelv-enaml-web",
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"coleifer-irc",
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"collab-project-django-admin-footer",
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"connectordb-connectordb-python",
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"coops-r53",
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"crankycoder-hydra",
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"cthoyt-ols-client",
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"cyberdelia-metrology",
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"d0ugal-home",
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"dagster-io-dagster",
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"datacamp-pythonwhat",
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"dave-shawley-ietfparse",
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"davidmiller-urlhelp",
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"dbcli-cli_helpers",
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"deepmipt-DeepPavlov",
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"dessibelle-sorl-thumbnail-serializer-field",
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"dialoguemd-multi-method",
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"disqus-python-phabricator",
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"django-inplaceedit-django-inplaceedit",
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"djangobot-djangobot",
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"dogoncouch-lightcli",
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"domainaware-parsedmarc",
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"dopefishh-pympi",
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"dossier-dossier.store",
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"draios-python-sdc-client",
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"dreidev-Suggestions",
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"drestebon-papageorge",
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"drewsonne-pyum",
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"drhagen-parsita",
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"dropseed-combine",
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"dry-python-dependencies",
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"dsoprea-pytzPure",
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"dwavesystems-minorminer",
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"dwhswenson-autorelease",
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"eagleflo-adjutant",
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"eclarke-melt",
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"ecometrica-grandfatherson",
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"edavis-django-override-settings",
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"edoburu-django-debugtools",
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"edoburu-django-tag-parser",
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"edx-ecommerce-worker",
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"edx-web-fragments",
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"eecs-autograder-autograder-sandbox",
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"egh-ledger-autosync",
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"eisber-sarplus",
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"ekmmetering-ekmmeters",
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"ekzhu-datasketch",
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"ellisonleao-vl",
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"elliterate-capybara.py",
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"ellmetha-neojsonrpc",
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"elyase-masstable",
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"eng-tools-geofound",
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"erichiggins-gaek",
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"ethereum-py_ecc",
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"etsinko-pymonoprice",
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"eyeseast-python-frontmatter",
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"farzadghanei-statsd-metrics",
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"fastmonkeys-stellar",
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"fatihsucu-pyzomato",
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"feifangit-dj-api-auth",
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"ferrix-dj-mongohq-url",
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"filepreviews-filepreviews-python",
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"flit-elapsedtimer",
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"fm4d-PyMarkovTextGenerator",
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"frascoweb-easywebassets",
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"frispete-keyrings.cryptfile",
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"fukuball-fuku-ml",
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"funilrys-PyFunceble",
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"garyelephant-pygrok",
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"gawel-panoramisk",
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"gears-gears",
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"genialis-genesis-pyapi",
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"geopython-OWSLib",
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"getgauge-gauge-python",
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"getsentry-sentry-hipchat-ac",
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"ghcollin-multitables",
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"gholt-swiftly",
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"giffels-CloudStackAIO",
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"globality-corp-flake8-logging-format",
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"glottobank-python-newick",
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"gmr-tornado-elasticsearch",
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"gnosis-gnosis-py",
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"google-brotli",
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"google-gin-config",
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"google-pybadges",
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"gooofy-py-nltools",
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"grampajoe-happy",
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"graphql-python-graphene-sqlalchemy",
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"greenbender-pynntp",
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"griffithlab-civicpy",
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"gtaylor-python-route53",
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"gtzampanakis-aml",
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"gunyarakun-python-shogi",
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"gvalkov-tornado-http-auth",
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"h2non-pook",
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"h2oai-h2o-3",
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"hamelsmu-ktext",
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"hdima-erlport",
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"hipikat-adjspecies",
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"hiposfer-o2g",
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"hirmeos-entity-fishing-client-python",
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"hivetech-dna",
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"horazont-aiosasl",
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"howie6879-ruia",
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"hustlzp-Flask-Boost",
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"hydrosquall-tiingo-python",
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"ianare-django-memcache-admin",
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"iandees-pyosm",
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"ibm-watson-iot-iot-python",
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"idlesign-django-etc",
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"idlesign-django-sitetree",
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"idlesign-django-yaturbo",
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"impulsare-config",
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"incuna-django-pgcrypto-fields",
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"incuna-django-user-management",
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"incuna-django-wkhtmltopdf",
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"ingolemo-python-lenses",
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"instagrambot-instabot",
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"intel-analytics-BigDL",
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"inveniosoftware-counter-robots",
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"inveniosoftware-invenio-migrator",
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"inveniosoftware-invenio-records-ui",
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"ioam-parambokeh",
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"ionelmc-python-tblib",
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"iotaledger-iota.lib.py",
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"iotile-typedargs",
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"isambard-uob-budeff",
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"its-rigs-Trolly",
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"jab-bidict",
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"jaraco-jaraco.classes",
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"jaraco-jaraco.itertools",
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"jaraco-jaraco.util",
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"jaraco-svg.charts",
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"jaraco-wolframalpha",
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"jazzband-django-ddp",
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"jdrumgoole-pymongo_formatter",
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"jerith-txfake",
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"jfialkoff-pyphaxio",
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"jgorset-django-kronos",
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"jic-dtool-dtool-azure",
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"jic-dtool-dtool-s3",
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"jjangsangy-py-translate",
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"joeblackwaslike-pricing",
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"jonashaag-django-addanother",
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"jonfaustman-django-frontend",
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"joopert-nad_receiver",
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"josiahcarlson-rom",
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"jp74-django-model-publisher",
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"jrfonseca-xdot.py",
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"jrxFive-python-nomad",
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"jshiv-turntable",
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"jtambasco-opticalmaterialspy",
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"jterrace-pyssim",
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"juga0-dhcpcanon",
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"jupyter-widgets-jupyterlab-sidecar",
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"justanr-flask-allows",
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"justbilt-untp",
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"kadrlica-pymodeler",
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"kamalshadi-Localization",
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"karimbahgat-PyCRS",
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"katerina7479-pypdflite",
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"keflavich-plfit",
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"kejbaly2-comdev",
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"kenneth-reitz-dynamo",
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"kennethreitz-flask-common",
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"kennethreitz-twitter-scraper",
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"kgiusti-pyngus",
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"kmmbvnr-django-any",
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"kolypto-py-smsframework",
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"ktdreyer-rhcalendar",
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"kurtbrose-sampro",
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"kxepal-viivakoodi",
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"labstreaminglayer-liblsl-Python",
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"lambdalisue-django-codemirror-widget",
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"laplacesdemon-django-youtube",
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"larsyencken-proj",
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"lcharleux-argiope",
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"ldesousa-hex-utils",
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"leVirve-dcard-spider",
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"lensacom-sparkit-learn",
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"leovp-steamfiles",
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"lepture-flask-oauthlib",
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"librosa-librosa",
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"lincolnloop-goodconf",
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"linjackson78-jstyleson",
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"linuxwhatelse-mapper",
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"litl-leeroy",
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"littlemo-mohand",
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"liubola-sangreal-db",
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"lkreidberg-batman",
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"llimllib-pub",
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"lmjohns3-theanets",
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"loanzen-probe-py",
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"lord63-five.py",
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"lsst-sqre-ltd-conveyor",
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"lucaslamounier-USGSDownload",
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"lvh-txampext",
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"makearl-tornado-profile",
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"makeev-django-boolean-switch",
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