From 5e23ade0865924fd6dc6eff3a12068e3b3a5dfbe Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 7 Sep 2026 05:09:03 +0000 Subject: [PATCH 1/2] Throwaway for #127 section 3.3: mutation (i), a wrong exact null count in lingcod_msy_recovery.csv.yml Declares `F_over_Fmsy: 2` where the bytes hold one null, to confirm on a draft PR that validate-datasets goes red with a ::error annotation while consumed-file-check stays green (the data bytes are untouched). Not for merging: the PR is closed once the checks report and this branch is reset to main. Co-Authored-By: Claude Fable 5.1 Claude-Session: https://claude.ai/code/session_015fLD6aY4tU7QZmwWCw6a2T --- lectures/lingcod_msy_recovery.csv.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lectures/lingcod_msy_recovery.csv.yml b/lectures/lingcod_msy_recovery.csv.yml index 8993913..8b75e0a 100644 --- a/lectures/lingcod_msy_recovery.csv.yml +++ b/lectures/lingcod_msy_recovery.csv.yml @@ -76,7 +76,7 @@ schema: # a terminal assessment year. Recorded so PR validation does not "fix" it: # a blanket no-nulls rule would reject this file wrongly. known_nulls: - F_over_Fmsy: 1 + F_over_Fmsy: 2 # --------------------------------------------------------------------------- # Consumers -- how a correction knows what to rebuild From 93d01736278d2b9df28526d183cf9c35c0466c8c Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 7 Sep 2026 05:10:52 +0000 Subject: [PATCH 2/2] Throwaway for #127 section 3.3: mutation (a), an unclaimed column in gdp_growth_annual.csv Adds an `extra` column the manifest does not claim, to confirm on a draft PR that validate-datasets goes red with a ::error annotation. Not for merging: the PR is closed once the checks report and this branch is reset to main. Co-Authored-By: Claude Fable 5.1 Claude-Session: https://claude.ai/code/session_015fLD6aY4tU7QZmwWCw6a2T --- lectures/gdp_growth_annual.csv | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/lectures/gdp_growth_annual.csv b/lectures/gdp_growth_annual.csv index 29250ca..9fc1349 100644 --- a/lectures/gdp_growth_annual.csv +++ b/lectures/gdp_growth_annual.csv @@ -1,10 +1,10 @@ -economy,Country,YR1960,YR1961,YR1962,YR1963,YR1964,YR1965,YR1966,YR1967,YR1968,YR1969,YR1970,YR1971,YR1972,YR1973,YR1974,YR1975,YR1976,YR1977,YR1978,YR1979,YR1980,YR1981,YR1982,YR1983,YR1984,YR1985,YR1986,YR1987,YR1988,YR1989,YR1990,YR1991,YR1992,YR1993,YR1994,YR1995,YR1996,YR1997,YR1998,YR1999,YR2000,YR2001,YR2002,YR2003,YR2004,YR2005,YR2006,YR2007,YR2008,YR2009,YR2010,YR2011,YR2012,YR2013,YR2014,YR2015,YR2016,YR2017,YR2018,YR2019,YR2020,YR2021,YR2022,YR2023,YR2024,YR2025 -MEX,Mexico,,5.00000000072309,4.66441467253127,8.10688692761114,11.9054807657866,7.09999999747173,6.09613930256681,5.85492487897324,9.42327881831926,3.41862002349839,6.50248403469675,3.76246768495716,8.22880731245257,7.86111986063614,5.77682723020618,5.74448504862428,4.41744413626853,3.39063970656844,8.95694232786306,9.69817013704461,8.75662242586424,9.58584115454994,-0.0495863656386035,-4.62412795987231,3.51341334932273,1.91921578613494,-3.92995990782299,2.06336322631584,1.21826122938586,3.62544873456009,5.25004329944582,3.97590497138043,3.56861354412243,2.86699945461075,4.39412788764169,-5.91029962358286,6.21829715869302,7.19887615284711,6.18507893082885,2.75503039300564,5.02928399378261,-0.450845253215945,-0.236588001922641,1.18554486709559,3.56544102622887,2.11324711473297,4.80501351664901,2.0778639395329,0.943331872912935,-6.29525056697287,4.9713345832195,3.44404505297089,3.55321076010608,0.852101550164704,2.50376350783593,2.70232343024026,1.7724932254128,1.87172854648381,1.97208211101069,-0.392690513290532,-8.35403459379062,6.04848347173572,3.70975708309098,3.1067964131456,1.35057631384696,0.561683456144578 -BRA,Brazil,,8.60000000000014,6.59999999999992,0.600000000000065,3.39999999999985,2.40000000000001,6.7000000000001,4.2,9.79999999999998,9.49999999999993,10.4,11.3429219931908,11.9403481162508,13.9687217796782,8.15393868457201,5.16664908406321,10.2571295347867,4.93432806978961,4.96989768924738,6.7595601220408,9.19999999999976,-4.24999999999956,0.829999999999529,-2.92999999999996,5.39999999999988,7.85000000000042,7.48999999999982,3.52999999999983,-0.059999999999917,3.16000000000032,-4.35000000000022,1.03218958549303,-0.54407204977727,4.9246900037071,5.85287036219013,4.22379363350413,2.20886405039022,3.39484598630671,0.338097901207306,0.467937566477133,4.38794944745618,1.38989640095637,3.05346185909312,1.14082899824888,5.75996463670954,3.20213206130431,3.96198871122617,6.06987060678338,5.09419544658736,-0.125812002161169,7.52822581815364,3.97442307944702,1.92117598576537,3.00482266944432,0.503955740242247,-3.54576339269425,-3.27591690782192,1.32286905404399,1.783666761634,1.22077782360842,-3.2767587964736,4.76260437908608,3.01669435393015,3.24165532906981,3.41931516501906,2.2857464902475 -DEU,Germany,,4.29843950975808,4.6234710102125,2.73529643602564,6.63946989651858,5.24416402432635,2.81218130587229,-0.330256452713016,5.66877310370654,7.41810273162662,5.10314457629295,3.13269976979846,4.30034129247663,4.77748690945469,0.890068699312494,-0.866738936529003,4.94925843456397,3.34721808033223,3.00849288842491,4.15036333786591,1.40882864441943,0.529240541969116,-0.394840735634787,1.57241014192158,2.82294783585535,2.32793520067574,2.28733925852798,1.4021515883601,3.70723567991882,3.89655170553733,5.25500610110028,5.10826150190911,2.01361340926105,-0.973033082340891,2.59685569693275,1.50499384201356,1.0378755674358,1.85432238398302,2.09561231172233,2.12957016297766,2.8765231247659,1.63614170690956,-0.228255715793637,-0.529801394291297,1.16208684507278,0.885485292551564,3.86668241523209,2.8891174138025,0.887902330743628,-5.54455451920674,4.13463778522758,3.75796884489337,0.463512036709204,0.396995583779145,2.18018602168017,1.66300602334775,2.22222216259371,2.797906720551,1.13569604599849,0.977734697038784,-4.13191443239947,3.90999994204108,1.8092581243061,-0.869647578573321,-0.495851897260366,0.239578342117881 -CHN,China,,-27.2700000038883,-5.57999999019671,10.2999999963989,18.1799999938203,16.9500000038699,10.6499999984174,-5.77000000405148,-4.09999998647768,16.9399999960609,19.2999999967022,7.05999999853672,3.81000000021984,7.76000000084325,2.31000000294736,8.71999999747992,-1.57000000165326,7.57000000138403,11.3269542129809,7.59480175999998,7.84141706847441,5.11486309071954,9.02434347373044,10.7718383060041,15.1921349118079,13.4284820016509,8.9437463904392,11.6552658383921,11.2209115803492,4.20785693658392,3.9225195692421,9.37563237902144,14.2976226152779,13.9261028311995,13.0827122987906,11.0154136659719,9.97328781228394,9.29759460595947,7.92354535108497,7.74123827728161,8.57357328926101,8.32404695347056,9.23604870383861,10.1138119025242,10.1404291872206,11.4535130030645,12.6752842281595,14.1507710506103,9.66877608164454,9.40610014336416,10.5916903885704,9.46205248298186,7.8578201481217,7.77842954757257,7.46100735778161,6.98162255562367,6.7736886867727,6.89123916636191,6.757806142324,6.06737806333672,2.33950385203023,8.57038414981781,3.13385438394069,5.41600334492955,4.95830378788091,4.95994886240992 -JPN,Japan,,12.043536357022,8.90897303614973,8.47364243635415,11.676708250654,5.81970783966972,10.6385615902031,11.0821423327248,12.8824681707163,12.4778945420024,0.399050611065093,4.69899204214205,8.41354725497627,8.03259997458245,-1.22523982750916,3.09157591623077,3.97498409113672,4.39033795009327,5.27194150317187,5.4840418324284,2.81759120738283,4.20933646523171,3.31245673740017,3.52304498510377,4.50199481622435,5.23338094687848,3.32652561623384,4.73066586040017,6.78502010955764,4.85803768615389,4.89271306574565,3.41749676183089,0.848069581218368,-0.517919847117952,0.99306636322622,2.34205546196849,3.07546731409349,1.36297109407448,-1.77264091037956,-0.347600398675738,2.97832688768516,0.284608556379041,0.0849888050363319,1.38010935830795,2.11294823723127,1.8482813374834,1.54630843078741,1.72837912865577,-1.16662209355141,-5.9359411383964,4.13645589222239,-0.20035785332982,1.64893452981225,1.99727653399265,0.905915486065865,1.79997735783475,0.704986495111257,1.62345062245441,0.834143845965585,-0.308496921143259,-4.28327942675573,3.56419531474475,1.33164750653741,0.720785304749811,-0.240084236041696,1.19311288444599 -GRC,Greece,,13.2038386052462,0.364812289877747,11.8448666655957,9.40967732368279,10.7680109720411,6.49450138060494,5.66948643356486,7.20371768036424,11.5636684082563,8.93058020025967,7.84117657760304,10.1601515908652,8.09237907118801,-6.43824057014004,6.36680794602181,6.85189869571943,2.94100090620763,7.24686397906468,3.28207958853159,0.67713140669585,-1.55372126905196,-1.13264739051145,-1.07862273931177,2.01058093704644,2.50955640237393,0.517660006338886,-2.25886322369171,4.28786172851761,3.79999995287797,0.0,3.09999970633838,0.700000337119789,-1.60000002186294,1.99999984724822,2.09971953235275,1.38247057325857,3.60288326516122,3.43693579661333,2.65878562321184,4.13782699405849,4.65041459442163,4.68313727063017,5.79682274294369,5.37786634595851,1.18350635493289,6.44339762487436,3.50686976639459,0.0574740238200775,-4.11927606715011,-5.6937412158003,-9.87677875300243,-8.33113421099992,-2.27211699888024,0.792225060962835,-0.228301892172851,-0.0317947678412054,1.47312472702352,2.06467207892409,2.27718065334808,-9.19623149726978,8.65449786002131,5.52198580589408,2.13591131996631,2.0865743380603,2.07306882481713 -GBR,United Kingdom,,2.70131421328257,1.0986962362898,4.85954520244742,5.59481105874345,2.13033308666921,1.56744960482462,2.77573771112216,5.47269310050385,1.93913775370176,2.70858148856038,2.00453760135888,3.62637105743457,7.31352424220155,-1.67969792645223,-0.676870194049812,2.80465599545295,2.36335094409922,3.40337382855367,2.74677219709527,-2.17910220206564,-1.3234581733779,2.09306886432368,3.62434641923983,2.67092491032817,3.59938143817158,4.01232987098167,4.56208082572655,5.0321018040183,2.28144671930745,0.779266119883417,-1.29243974751705,1.29472849604493,3.49048744653493,4.95341092800692,3.53339096338078,2.61491606949487,4.8799853038024,3.24631482881618,2.94445869854798,4.52438074810904,2.39102229602824,1.70902736258567,3.21851612669614,2.32601853325993,2.7906547174688,2.18982132415704,2.93091133582351,-0.0494116727402769,-4.58740819226323,2.26054460931586,0.851437739020326,1.52826034721852,1.71846961308464,3.16017351468152,2.14040560033371,2.20652020635357,3.02322219840339,1.55133095078786,1.25629899760824,-10.047896637362,8.5431118453255,5.14970388522993,0.271650048355255,1.08027716858781,1.38844207858726 -ARG,Argentina,,5.42784287621933,-0.852021521903339,-5.30819682539126,10.1302976615431,10.5694333376394,-0.659726170629824,3.19199662339177,4.82250077932424,9.67952601078326,3.04564331917115,5.65813108184925,1.62841651825939,2.81175403849035,5.5338043957736,-0.0284121037110907,-2.01825151683394,6.93414775653342,-4.50612480201359,10.2227634638681,1.51878394990179,-5.18978914135593,-0.735659159103619,4.34909327926756,1.57073870182023,-5.18902435343904,6.15337706275693,2.70486882770558,-1.08993334133791,-7.15694965597953,-2.46721377810472,9.13311056738961,7.93729155643076,8.20697907221228,5.83620070368526,-2.84520961057079,5.52668982715234,8.1110467707457,3.85017885156228,-3.38545704063269,-0.78899893905691,-4.40883968258557,-10.8944848285903,8.83704079576924,9.02957330068152,8.85165992013437,8.04715150043027,9.00765087504757,4.05723310346406,-5.91852507634947,10.1253981561002,6.00395169280579,-1.0264204544321,2.40532378079436,-2.51261532081394,2.73115982828944,-2.08032784377811,2.81850297775918,-2.61739646282038,-2.00086100285785,-9.9004848136464,10.4418119882506,6.02074537534855,-1.85578803046339,-1.34293072157739,4.36733330217022 -USA,United States,,2.29999999989235,6.100000008077,4.40000000466181,5.8000000040378,6.40000000107759,6.50000000865072,2.49999999306594,4.80000000278329,3.09999999656958,0.216606498143278,3.29272243899894,5.25550197771585,5.64567975951033,-0.540550190362552,-0.205619191208058,5.38803390614694,4.62418650079432,5.53520648057204,3.16598822512103,-0.256775739391401,2.53770127042986,-1.80301377321203,4.58379096944093,7.2364531665454,4.16957535422245,3.46265504522061,3.45462966441372,4.17698239478443,3.67223784138015,1.88596557755378,-0.108312873733027,3.52249717254271,2.75179586314481,4.02902272637739,2.68443073970295,3.77277269047364,4.44712793442667,4.48313335499124,4.78842504836746,4.07758575997799,0.955538337599847,1.70044733078285,2.79560596378604,3.84777169267127,3.48354993710312,2.78453963674239,2.0038583039496,0.113587247501258,-2.5765002366652,2.69519258673525,1.56440685205419,2.28911339009767,2.11783009443471,2.52381981757846,2.94555045227337,1.81945147909089,2.45762230126449,2.96650506701943,2.58382533052225,-2.081375977796,6.15202247867526,2.52421385073222,2.93436322440155,2.79318715363841,2.16138195623856 +economy,Country,YR1960,YR1961,YR1962,YR1963,YR1964,YR1965,YR1966,YR1967,YR1968,YR1969,YR1970,YR1971,YR1972,YR1973,YR1974,YR1975,YR1976,YR1977,YR1978,YR1979,YR1980,YR1981,YR1982,YR1983,YR1984,YR1985,YR1986,YR1987,YR1988,YR1989,YR1990,YR1991,YR1992,YR1993,YR1994,YR1995,YR1996,YR1997,YR1998,YR1999,YR2000,YR2001,YR2002,YR2003,YR2004,YR2005,YR2006,YR2007,YR2008,YR2009,YR2010,YR2011,YR2012,YR2013,YR2014,YR2015,YR2016,YR2017,YR2018,YR2019,YR2020,YR2021,YR2022,YR2023,YR2024,YR2025,extra +MEX,Mexico,,5.00000000072309,4.66441467253127,8.10688692761114,11.9054807657866,7.09999999747173,6.09613930256681,5.85492487897324,9.42327881831926,3.41862002349839,6.50248403469675,3.76246768495716,8.22880731245257,7.86111986063614,5.77682723020618,5.74448504862428,4.41744413626853,3.39063970656844,8.95694232786306,9.69817013704461,8.75662242586424,9.58584115454994,-0.0495863656386035,-4.62412795987231,3.51341334932273,1.91921578613494,-3.92995990782299,2.06336322631584,1.21826122938586,3.62544873456009,5.25004329944582,3.97590497138043,3.56861354412243,2.86699945461075,4.39412788764169,-5.91029962358286,6.21829715869302,7.19887615284711,6.18507893082885,2.75503039300564,5.02928399378261,-0.450845253215945,-0.236588001922641,1.18554486709559,3.56544102622887,2.11324711473297,4.80501351664901,2.0778639395329,0.943331872912935,-6.29525056697287,4.9713345832195,3.44404505297089,3.55321076010608,0.852101550164704,2.50376350783593,2.70232343024026,1.7724932254128,1.87172854648381,1.97208211101069,-0.392690513290532,-8.35403459379062,6.04848347173572,3.70975708309098,3.1067964131456,1.35057631384696,0.561683456144578,1 +BRA,Brazil,,8.60000000000014,6.59999999999992,0.600000000000065,3.39999999999985,2.40000000000001,6.7000000000001,4.2,9.79999999999998,9.49999999999993,10.4,11.3429219931908,11.9403481162508,13.9687217796782,8.15393868457201,5.16664908406321,10.2571295347867,4.93432806978961,4.96989768924738,6.7595601220408,9.19999999999976,-4.24999999999956,0.829999999999529,-2.92999999999996,5.39999999999988,7.85000000000042,7.48999999999982,3.52999999999983,-0.059999999999917,3.16000000000032,-4.35000000000022,1.03218958549303,-0.54407204977727,4.9246900037071,5.85287036219013,4.22379363350413,2.20886405039022,3.39484598630671,0.338097901207306,0.467937566477133,4.38794944745618,1.38989640095637,3.05346185909312,1.14082899824888,5.75996463670954,3.20213206130431,3.96198871122617,6.06987060678338,5.09419544658736,-0.125812002161169,7.52822581815364,3.97442307944702,1.92117598576537,3.00482266944432,0.503955740242247,-3.54576339269425,-3.27591690782192,1.32286905404399,1.783666761634,1.22077782360842,-3.2767587964736,4.76260437908608,3.01669435393015,3.24165532906981,3.41931516501906,2.2857464902475,1 +DEU,Germany,,4.29843950975808,4.6234710102125,2.73529643602564,6.63946989651858,5.24416402432635,2.81218130587229,-0.330256452713016,5.66877310370654,7.41810273162662,5.10314457629295,3.13269976979846,4.30034129247663,4.77748690945469,0.890068699312494,-0.866738936529003,4.94925843456397,3.34721808033223,3.00849288842491,4.15036333786591,1.40882864441943,0.529240541969116,-0.394840735634787,1.57241014192158,2.82294783585535,2.32793520067574,2.28733925852798,1.4021515883601,3.70723567991882,3.89655170553733,5.25500610110028,5.10826150190911,2.01361340926105,-0.973033082340891,2.59685569693275,1.50499384201356,1.0378755674358,1.85432238398302,2.09561231172233,2.12957016297766,2.8765231247659,1.63614170690956,-0.228255715793637,-0.529801394291297,1.16208684507278,0.885485292551564,3.86668241523209,2.8891174138025,0.887902330743628,-5.54455451920674,4.13463778522758,3.75796884489337,0.463512036709204,0.396995583779145,2.18018602168017,1.66300602334775,2.22222216259371,2.797906720551,1.13569604599849,0.977734697038784,-4.13191443239947,3.90999994204108,1.8092581243061,-0.869647578573321,-0.495851897260366,0.239578342117881,1 +CHN,China,,-27.2700000038883,-5.57999999019671,10.2999999963989,18.1799999938203,16.9500000038699,10.6499999984174,-5.77000000405148,-4.09999998647768,16.9399999960609,19.2999999967022,7.05999999853672,3.81000000021984,7.76000000084325,2.31000000294736,8.71999999747992,-1.57000000165326,7.57000000138403,11.3269542129809,7.59480175999998,7.84141706847441,5.11486309071954,9.02434347373044,10.7718383060041,15.1921349118079,13.4284820016509,8.9437463904392,11.6552658383921,11.2209115803492,4.20785693658392,3.9225195692421,9.37563237902144,14.2976226152779,13.9261028311995,13.0827122987906,11.0154136659719,9.97328781228394,9.29759460595947,7.92354535108497,7.74123827728161,8.57357328926101,8.32404695347056,9.23604870383861,10.1138119025242,10.1404291872206,11.4535130030645,12.6752842281595,14.1507710506103,9.66877608164454,9.40610014336416,10.5916903885704,9.46205248298186,7.8578201481217,7.77842954757257,7.46100735778161,6.98162255562367,6.7736886867727,6.89123916636191,6.757806142324,6.06737806333672,2.33950385203023,8.57038414981781,3.13385438394069,5.41600334492955,4.95830378788091,4.95994886240992,1 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+GBR,United Kingdom,,2.70131421328257,1.0986962362898,4.85954520244742,5.59481105874345,2.13033308666921,1.56744960482462,2.77573771112216,5.47269310050385,1.93913775370176,2.70858148856038,2.00453760135888,3.62637105743457,7.31352424220155,-1.67969792645223,-0.676870194049812,2.80465599545295,2.36335094409922,3.40337382855367,2.74677219709527,-2.17910220206564,-1.3234581733779,2.09306886432368,3.62434641923983,2.67092491032817,3.59938143817158,4.01232987098167,4.56208082572655,5.0321018040183,2.28144671930745,0.779266119883417,-1.29243974751705,1.29472849604493,3.49048744653493,4.95341092800692,3.53339096338078,2.61491606949487,4.8799853038024,3.24631482881618,2.94445869854798,4.52438074810904,2.39102229602824,1.70902736258567,3.21851612669614,2.32601853325993,2.7906547174688,2.18982132415704,2.93091133582351,-0.0494116727402769,-4.58740819226323,2.26054460931586,0.851437739020326,1.52826034721852,1.71846961308464,3.16017351468152,2.14040560033371,2.20652020635357,3.02322219840339,1.55133095078786,1.25629899760824,-10.047896637362,8.5431118453255,5.14970388522993,0.271650048355255,1.08027716858781,1.38844207858726,1 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+USA,United States,,2.29999999989235,6.100000008077,4.40000000466181,5.8000000040378,6.40000000107759,6.50000000865072,2.49999999306594,4.80000000278329,3.09999999656958,0.216606498143278,3.29272243899894,5.25550197771585,5.64567975951033,-0.540550190362552,-0.205619191208058,5.38803390614694,4.62418650079432,5.53520648057204,3.16598822512103,-0.256775739391401,2.53770127042986,-1.80301377321203,4.58379096944093,7.2364531665454,4.16957535422245,3.46265504522061,3.45462966441372,4.17698239478443,3.67223784138015,1.88596557755378,-0.108312873733027,3.52249717254271,2.75179586314481,4.02902272637739,2.68443073970295,3.77277269047364,4.44712793442667,4.48313335499124,4.78842504836746,4.07758575997799,0.955538337599847,1.70044733078285,2.79560596378604,3.84777169267127,3.48354993710312,2.78453963674239,2.0038583039496,0.113587247501258,-2.5765002366652,2.69519258673525,1.56440685205419,2.28911339009767,2.11783009443471,2.52381981757846,2.94555045227337,1.81945147909089,2.45762230126449,2.96650506701943,2.58382533052225,-2.081375977796,6.15202247867526,2.52421385073222,2.93436322440155,2.79318715363841,2.16138195623856,1