{"source":"https://contributable.vercel.app","licence":"CC BY 4.0","methodology":"https://contributable.vercel.app/methodology","v":2,"owner":"Netflix","name":"metaflow","updatedAt":"2026-10-11T05:34:17.420Z","coveredSince":"2025-10-04T12:42:46.555Z","facts":{"owner":"Netflix","name":"metaflow","description":"Build, Manage and Deploy AI/ML Systems","stars":10299,"forks":1377,"archived":false,"isFork":false,"license":"Apache-2.0","defaultBranch":"master","pushedAt":"2026-10-09T12:44:32Z","createdAt":"2019-09-17T17:48:25Z","topics":["machine-learning","model-management","ai","ml","ml-platform","ml-infrastructure","python","mlops","datascience","high-performance-computing","kubernetes","aws","azure","gcp","llm","llmops","agents","generative-ai","cost-optimization","distributed-training"],"languages":{"Python":5575949,"R":133245,"Svelte":101419,"HTML":37308,"TypeScript":19735,"Jupyter Notebook":15773,"Makefile":14757,"Shell":10603,"Starlark":6573,"JavaScript":3346,"CSS":3281},"frameworks":[],"commits90d":29,"releases365d":30,"lastReleaseAt":"2026-09-02T21:17:39Z","gettingStarted":{"contributing":true,"codeOfConduct":false,"issueTemplates":false,"devcontainer":false,"cla":"none","channels":[],"policy":null}},"metrics":{"computedAt":"2026-10-11T05:34:17.420Z","outsidePulls":{"cohort":{"n":39,"merged":11,"closedUnmerged":3,"open":25,"mergeRate":0.7857142857142857,"openShare":0.6410256410256411,"evidence":{"merged":[3366,3365,3357,3348,3342,3339,3332,3319,3315,3290,3274],"closedUnmerged":[3325,3299,3288],"open":[3370,3369,3368,3363,3361,3358,3356,3354,3349,3346,3331,3328,3323,3317,3311,3301,3300,3294,3293,3287]}},"firstTimers":{"n":23,"merged":6,"closedUnmerged":3,"open":14,"mergeRate":0.6666666666666666,"openShare":0.6086956521739131,"evidence":{"merged":[3357,3348,3342,3339,3332,3315],"closedUnmerged":[3325,3299,3288],"open":[3368,3363,3361,3358,3356,3354,3346,3323,3311,3301,3300,3293,3287,3271]}},"year":{"n":418,"merged":114,"closedUnmerged":193,"open":111,"mergeRate":0.3713355048859935,"openShare":0.26555023923444976,"evidence":{"merged":[3366,3365,3357,3348,3342,3339,3332,3319,3315,3290,3274,3268,3252,3244,3238,3237,3231,3225,3222,3218],"closedUnmerged":[3325,3299,3288,3267,3265,3198,3197,3192,3185,3175,3172,3167,3166,3160,3154,3147,3144,3128,3123,3115],"open":[3370,3369,3368,3363,3361,3358,3356,3354,3349,3346,3331,3328,3323,3317,3311,3301,3300,3294,3293,3287]}}},"pullFirstResponse":{"n":39,"answered":29,"waiting":10,"medianHours":299.3358333333333,"p75Hours":1614.8677777777777,"within48h":0.35897435897435903,"within7d":0.435897435897436,"curve":[{"hours":0.2388888888888889,"waiting":0.9743589743589743},{"hours":1.54,"waiting":0.9487179487179487},{"hours":1.6441666666666668,"waiting":0.9230769230769231},{"hours":4.217222222222222,"waiting":0.8974358974358975},{"hours":4.716666666666667,"waiting":0.8717948717948718},{"hours":7.605555555555555,"waiting":0.8461538461538461},{"hours":11.680555555555555,"waiting":0.8205128205128205},{"hours":13.610277777777778,"waiting":0.7948717948717948},{"hours":15.217777777777778,"waiting":0.7692307692307692},{"hours":15.426111111111112,"waiting":0.7435897435897435},{"hours":20.635,"waiting":0.7179487179487178},{"hours":39.26277777777778,"waiting":0.6923076923076922},{"hours":44.40361111111111,"waiting":0.6666666666666666},{"hours":47.67722222222222,"waiting":0.641025641025641},{"hours":48.005,"waiting":0.6153846153846153},{"hours":90.72055555555555,"waiting":0.5897435897435896},{"hours":127.13055555555556,"waiting":0.564102564102564},{"hours":222.30333333333334,"waiting":0.5384615384615383},{"hours":277.18833333333333,"waiting":0.5128205128205127},{"hours":299.3358333333333,"waiting":0.487179487179487},{"hours":351.05583333333334,"waiting":0.4615384615384614},{"hours":405.4477777777778,"waiting":0.43589743589743574},{"hours":473.0472222222222,"waiting":0.4102564102564101},{"hours":983.9077777777778,"waiting":0.38290598290598277},{"hours":1051.0655555555556,"waiting":0.35555555555555546},{"hours":1172.558611111111,"waiting":0.32820512820512815},{"hours":1244.8655555555556,"waiting":0.3008547008547008},{"hours":1614.8583333333333,"waiting":0.2735042735042734},{"hours":1614.8677777777777,"waiting":0.24615384615384608}],"evidence":{"answered":[3370,3369,3368,3366,3365,3361,3358,3357,3356,3354,3349,3348,3346,3342,3339,3332,3331,3328,3323,3319],"waiting":[3363,3325,3300,3299,3288,3285,3277,3274,3272,3269]}},"timeToMerge":{"n":39,"merged":11,"medianHours":null,"evidence":[3366,3365,3357,3348,3342,3339,3332,3319,3315,3290,3274]},"issueFirstResponse":{"n":24,"answered":17,"waiting":7,"medianHours":173.76694444444445,"p75Hours":null,"within48h":0.29166666666666674,"within7d":0.45833333333333326,"curve":[{"hours":5.157777777777778,"waiting":0.9583333333333334},{"hours":5.426944444444445,"waiting":0.9166666666666667},{"hours":6.748611111111111,"waiting":0.8750000000000001},{"hours":9.875277777777777,"waiting":0.8333333333333334},{"hours":15.1075,"waiting":0.7916666666666666},{"hours":21.8675,"waiting":0.75},{"hours":34.11083333333333,"waiting":0.7083333333333333},{"hours":69.2063888888889,"waiting":0.6666666666666666},{"hours":73.03222222222222,"waiting":0.625},{"hours":147.7,"waiting":0.5833333333333334},{"hours":167.24833333333333,"waiting":0.5416666666666667},{"hours":173.76694444444445,"waiting":0.5000000000000001},{"hours":212.43583333333333,"waiting":0.4583333333333334},{"hours":378.99083333333334,"waiting":0.41666666666666674},{"hours":657.3441666666666,"waiting":0.37500000000000006},{"hours":743.8938888888889,"waiting":0.33333333333333337},{"hours":1318.9266666666667,"waiting":0.27777777777777785}],"evidence":{"answered":[3364,3355,3353,3347,3341,3334,3326,3320,3316,3309,3307,3302,3292,3291,3286,3278,3275],"waiting":[3360,3345,3338,3318,3314,3312,3310]}},"starter":{"counts":{"available":0,"claimed":0,"in-progress":0,"stale":0},"helpWantedAvailable":0,"issues":[{"n":1009,"title":"Improve visibility of Metaflow Code object","state":"stale","label":"help-wanted","createdAt":"2022-04-13T16:55:16Z","updatedAt":"2026-02-19T17:08:27Z"},{"n":1007,"title":"Add tags to the `current` singleton","state":"in-progress","label":"help-wanted","createdAt":"2022-04-11T22:27:28Z","updatedAt":"2026-03-30T16:58:00Z"},{"n":124,"title":"Package code in more cases","state":"stale","label":"help-wanted","createdAt":"2020-02-12T22:47:37Z","updatedAt":"2026-02-24T06:50:14Z"}]},"responseWindow":{"hours":null,"people":2,"replies":52},"activeMaintainers":4},"series":[{"week":"2025-10-12","opened":7,"merged":5,"answered7d":5,"activity":10},{"week":"2025-10-19","opened":6,"merged":5,"answered7d":5,"activity":15},{"week":"2025-10-26","opened":4,"merged":4,"answered7d":4,"activity":13},{"week":"2025-11-02","opened":5,"merged":4,"answered7d":3,"activity":16},{"week":"2025-11-09","opened":0,"merged":0,"answered7d":0,"activity":12},{"week":"2025-11-16","opened":3,"merged":2,"answered7d":2,"activity":13},{"week":"2025-11-23","opened":1,"merged":0,"answered7d":0,"activity":6},{"week":"2025-11-30","opened":1,"merged":1,"answered7d":1,"activity":4},{"week":"2025-12-07","opened":2,"merged":2,"answered7d":2,"activity":5},{"week":"2025-12-14","opened":2,"merged":1,"answered7d":1,"activity":10},{"week":"2025-12-21","opened":4,"merged":4,"answered7d":2,"activity":6},{"week":"2025-12-28","opened":0,"merged":0,"answered7d":0,"activity":0},{"week":"2026-01-04","opened":2,"merged":2,"answered7d":0,"activity":5},{"week":"2026-01-11","opened":5,"merged":1,"answered7d":1,"activity":8},{"week":"2026-01-18","opened":4,"merged":2,"answered7d":3,"activity":14},{"week":"2026-01-25","opened":7,"merged":6,"answered7d":4,"activity":18},{"week":"2026-02-01","opened":4,"merged":2,"answered7d":1,"activity":14},{"week":"2026-02-08","opened":3,"merged":1,"answered7d":1,"activity":9},{"week":"2026-02-15","opened":58,"merged":4,"answered7d":34,"activity":65},{"week":"2026-02-22","opened":50,"merged":7,"answered7d":18,"activity":63},{"week":"2026-03-01","opened":37,"merged":6,"answered7d":24,"activity":37},{"week":"2026-03-08","opened":34,"merged":1,"answered7d":14,"activity":38},{"week":"2026-03-15","opened":0,"merged":0,"answered7d":0,"activity":4},{"week":"2026-03-22","opened":6,"merged":2,"answered7d":1,"activity":7},{"week":"2026-03-29","opened":34,"merged":3,"answered7d":1,"activity":37},{"week":"2026-04-05","opened":5,"merged":0,"answered7d":0,"activity":8},{"week":"2026-04-12","opened":24,"merged":7,"answered7d":7,"activity":33},{"week":"2026-04-19","opened":7,"merged":4,"answered7d":3,"activity":31},{"week":"2026-04-26","opened":12,"merged":4,"answered7d":5,"activity":32},{"week":"2026-05-03","opened":9,"merged":6,"answered7d":4,"activity":21},{"week":"2026-05-10","opened":6,"merged":2,"answered7d":1,"activity":10},{"week":"2026-05-17","opened":5,"merged":3,"answered7d":2,"activity":7},{"week":"2026-05-24","opened":5,"merged":4,"answered7d":4,"activity":16},{"week":"2026-05-31","opened":7,"merged":5,"answered7d":6,"activity":24},{"week":"2026-06-07","opened":21,"merged":3,"answered7d":4,"activity":48},{"week":"2026-06-14","opened":4,"merged":1,"answered7d":1,"activity":10},{"week":"2026-06-21","opened":2,"merged":0,"answered7d":1,"activity":15},{"week":"2026-06-28","opened":2,"merged":1,"answered7d":0,"activity":2},{"week":"2026-07-05","opened":2,"merged":0,"answered7d":0,"activity":2},{"week":"2026-07-12","opened":3,"merged":0,"answered7d":1,"activity":8},{"week":"2026-07-19","opened":4,"merged":2,"answered7d":0,"activity":6},{"week":"2026-07-26","opened":1,"merged":0,"answered7d":0,"activity":4},{"week":"2026-08-02","opened":4,"merged":1,"answered7d":2,"activity":22},{"week":"2026-08-09","opened":1,"merged":1,"answered7d":1,"activity":12},{"week":"2026-08-16","opened":2,"merged":1,"answered7d":1,"activity":8},{"week":"2026-08-23","opened":3,"merged":1,"answered7d":1,"activity":12},{"week":"2026-08-30","opened":5,"merged":1,"answered7d":4,"activity":12},{"week":"2026-09-06","opened":9,"merged":2,"answered7d":5,"activity":15},{"week":"2026-09-13","opened":2,"merged":0,"answered7d":1,"activity":4},{"week":"2026-09-20","opened":4,"merged":0,"answered7d":0,"activity":5},{"week":"2026-09-27","opened":2,"merged":0,"answered7d":2,"activity":3},{"week":"2026-10-04","opened":4,"merged":0,"answered7d":0,"activity":7}],"trend":{"flag":"slowed-down","recentMedianHours":null,"previousMedianHours":90.72055555555555,"recentN":12,"previousN":19,"openedThisWeek":4,"openedLastWeek":2},"programs":[{"program":"gsoc","slug":"metaflow","name":"Metaflow","years":[2026]}]}