Add functionalities to stocks/load (#1496)

* Add custom loading to stocks

* Add month and week to yf load + tests + hugo

* try fixing first test

* why did we still have tests for custom menu?

* fix ta load test

* rerun stock helper tests

* ungoof naming

custom_imports/stocks/test.csv

@@ -0,0 +1,254 @@
+Date,Close/Last,Volume,Open,High,Low
+03/14/2022,$102.25,89731680,$102.99,$105.2397,$101.04
+03/11/2022,$104.29,87584430,$108.13,$108.19,$104.08
+03/10/2022,$106.46,102557400,$108.89,$109.07,$103.07
+03/09/2022,$111.05,102310300,$108.41,$111.71,$106.85
+03/08/2022,$105.53,135348300,$102.81,$109.9,$100.08
+03/07/2022,$102.95,92599970,$108.53,$109.53,$102.82
+03/04/2022,$108.41,100671300,$112,$113,$106.81
+03/03/2022,$111.98,123916700,$118.13,$118.26,$111.05
+03/02/2022,$118.28,118354500,$115.47,$119.48,$113.31
+03/01/2022,$113.83,126552200,$122.33,$122.43,$112.8
+02/28/2022,$123.34,124666100,$120.31,$124.61,$119.2
+02/25/2022,$121.06,127821000,$117.16,$121.23,$116.0421
+02/24/2022,$116.61,142956600,$104.56,$116.96,$104.26
+02/23/2022,$109.76,120299400,$117.4,$118.65,$109.04
+02/22/2022,$115.65,141648500,$115.27,$119.2,$113.61
+02/18/2022,$113.83,114321200,$113.9,$115.635,$109.89
+02/17/2022,$112.37,98179640,$116.26,$116.98,$112.26
+02/16/2022,$117.69,119109600,$119.05,$119.54,$114.22
+02/15/2022,$121.47,144139700,$117.19,$121.88,$114.36
+02/14/2022,$114.27,135146400,$115.51,$118.37,$113.46
+02/11/2022,$113.18,164723200,$126.14,$127.1699,$111.81
+02/10/2022,$125.77,108939900,$128.84,$131.7589,$124.61
+02/09/2022,$132.85,92948860,$129.6,$132.96,$127.65
+02/08/2022,$128.23,84902750,$122.38,$128.705,$122.05
+02/07/2022,$123.67,81672500,$123.56,$127.63,$122.785
+02/04/2022,$123.6,86212010,$120.34,$124.96,$118.58
+02/03/2022,$120.08,103599500,$120.32,$125.37,$118.816
+02/02/2022,$122.76,180065000,$129.89,$130.06,$120.64
+02/01/2022,$116.78,122467900,$116.75,$117.26,$112.73
+01/31/2022,$114.25,97205990,$107.93,$114.31,$106.9
+01/28/2022,$105.24,98749520,$101.55,$105.4,$99.35
+01/27/2022,$102.6,125954100,$111.96,$112.75,$101.94
+01/26/2022,$110.71,94752610,$114.55,$117.16,$108.63
+01/25/2022,$111.13,85102910,$114.1,$114.82,$109.86
+01/24/2022,$116.53,116301800,$115.4,$116.77,$107.5
+01/21/2022,$118.81,95685270,$120.14,$125.02,$118.39
+01/20/2022,$121.89,91157290,$126.04,$128.51,$121.41
+01/19/2022,$128.27,69831850,$133.55,$134.57,$128.02
+01/18/2022,$131.93,56589460,$134.5,$136.3893,$131.59
+01/14/2022,$136.88,71078440,$131.68,$137,$131.43
+01/13/2022,$132.74,76618060,$139.44,$141.25,$131.81
+01/12/2022,$137.47,69669600,$138.585,$140.57,$135.77
+01/11/2022,$137.31,77153910,$133.45,$138.99,$131.59
+01/10/2022,$132,84671340,$129.08,$132.42,$125.03
+01/07/2022,$132,58441100,$136.28,$137.44,$131.13
+01/06/2022,$136.23,64802940,$136.19,$138,$131.77
+01/05/2022,$136.15,65403170,$142.815,$143.76,$135.29
+01/04/2022,$144.42,80200460,$151.01,$152.42,$140.7
+01/03/2022,$150.24,59477670,$145.135,$151.65,$145.02
+12/31/2021,$143.9,49448140,$146.16,$148.61,$143.55
+12/30/2021,$145.15,44358000,$147.44,$148.85,$144.85
+12/29/2021,$148.26,51300210,$152.82,$154.3399,$147.29
+12/28/2021,$153.15,58699070,$155.88,$156.73,$151.38
+12/27/2021,$154.36,53296380,$147.51,$154.89,$147.25
+12/23/2021,$146.14,48653790,$143.89,$149.018,$143.85
+12/22/2021,$143.88,46923680,$142.65,$144.5,$140.27
+12/21/2021,$144.25,57785240,$138.185,$144.5,$135.15
+12/20/2021,$135.8,38195400,$135.97,$138.26,$133.52
+12/17/2021,$137.75,55692280,$136.3,$142.04,$136.11
+12/16/2021,$138.64,63369550,$147,$147.93,$137.02
+12/15/2021,$146.5,72425780,$135.11,$146.69,$133.81
+12/14/2021,$135.6,50754640,$131.67,$137.24,$130.6
+12/13/2021,$133.8,42173960,$138.25,$139.4,$133.415
+12/10/2021,$138.55,42224280,$141.29,$141.365,$135.82
+12/09/2021,$138.1,53019930,$145.16,$146.69,$137.8
+12/08/2021,$145.24,40977480,$144.96,$147.04,$142.7
+12/07/2021,$144.85,53359430,$143.9,$145.76,$141.0001
+12/06/2021,$139.06,66776490,$141.135,$141.31,$134.2
+12/03/2021,$144.01,65910030,$151.645,$152.38,$140.72
+12/02/2021,$150.68,56161220,$147.675,$152.53,$146.47
+12/01/2021,$149.11,64185120,$160.37,$160.88,$148.92
+11/30/2021,$158.37,75182550,$163.28,$164.4599,$155.6801
+11/29/2021,$161.91,57438870,$157.5,$162.505,$156.1
+11/26/2021,$154.81,36245070,$155.8,$158.1,$152.81
+11/24/2021,$157.8,60677060,$149.46,$157.93,$147.19
+11/23/2021,$149.92,62852710,$150.41,$152.66,$145.2996
+11/22/2021,$152.52,58674080,$157.14,$161.8799,$152.39
+11/19/2021,$155.41,41668860,$155.76,$156.92,$153.445
+11/18/2021,$155.02,60612730,$157.07,$158.89,$152.56
+11/17/2021,$151.34,54527480,$151.98,$154.6599,$149.69
+11/16/2021,$152.45,53100810,$145.93,$153.08,$145.34
+11/15/2021,$146.49,52271270,$148,$148.98,$142.86
+11/12/2021,$147.89,52162140,$146.025,$148.59,$144.25
+11/11/2021,$146.01,67934850,$142.955,$146.47,$140.84
+11/10/2021,$139.87,82989150,$143.93,$146.3,$138.52
+11/09/2021,$148.92,98442600,$154.01,$155.65,$143.89
+11/08/2021,$150.16,141493800,$137.7,$153.6,$137.7
+11/05/2021,$136.34,64920600,$139.185,$141.22,$134.42
+11/04/2021,$137.5,84825160,$132.01,$139,$130.77
+11/03/2021,$130.53,59537820,$127.75,$130.6,$126.7901
+11/02/2021,$127.63,53491940,$124.98,$128.455,$124.2
+11/01/2021,$125.23,54559780,$119.45,$125.67,$118.1301
+10/29/2021,$120.23,43320130,$120.95,$122.57,$119.88
+10/28/2021,$121.16,58002460,$122.855,$123.5,$120.26
+10/27/2021,$122.28,98245320,$121.63,$128.08,$121.05
+10/26/2021,$122.93,59458930,$122.99,$127.2,$122.5782
+10/25/2021,$122.36,47834120,$120.515,$123.4599,$118.6
+10/22/2021,$119.82,38992690,$120.825,$121.56,$118.37
+10/21/2021,$119.33,34794950,$116.5,$119.68,$116.26
+10/20/2021,$116.39,34244810,$116.29,$118.3001,$115.421
+10/19/2021,$116.33,39593940,$116.16,$117.17,$114.47
+10/18/2021,$116.43,47537760,$111.9,$116.88,$111.37
+10/15/2021,$112.12,34203010,$112.505,$112.835,$111.11
+10/14/2021,$111.99,46900160,$110.5,$112.22,$109.6301
+10/13/2021,$109.16,55631920,$106.275,$109.88,$106.25
+10/12/2021,$105.04,34039910,$105.165,$106.04,$104.34
+10/11/2021,$104.68,31284390,$104.62,$107.2,$104.022
+10/08/2021,$105.06,30623050,$106.55,$107.28,$104.89
+10/07/2021,$106.45,41543110,$104.6,$107.95,$104.46
+10/06/2021,$103.64,39071700,$100.445,$103.72,$100.35
+10/05/2021,$101.81,31455250,$100.92,$102.8699,$100.6101
+10/04/2021,$100.34,41967150,$101.742,$101.85,$99.82
+10/01/2021,$102.45,41491590,$102.6,$103,$100.64
+09/30/2021,$102.9,57636700,$102.08,$104.44,$101.99
+09/29/2021,$100.35,52224720,$102.295,$102.66,$99.81
+09/28/2021,$101.52,74468970,$106.835,$107.65,$101.42
+09/27/2021,$108.16,51944350,$105.065,$108.44,$103.44
+09/24/2021,$105.8,26482610,$105.185,$106.0499,$104.68
+09/23/2021,$106.15,32816660,$104.89,$106.86,$103.89
+09/22/2021,$104.38,34126280,$102.815,$104.56,$102.21
+09/21/2021,$102.82,35481500,$102.15,$103.4299,$101.18
+09/20/2021,$101.55,45228410,$101.58,$102.51,$99.51
+09/17/2021,$103.88,44528340,$105.555,$105.98,$103.71
+09/16/2021,$106.22,38150270,$104.915,$106.75,$103.76
+09/15/2021,$105.6,37998940,$106,$106.32,$104.03
+09/14/2021,$105.73,40629530,$105.52,$106.82,$104.42
+09/13/2021,$104.8,37767790,$105.26,$105.28,$102.63
+09/10/2021,$105.2,32602290,$106.99,$106.9913,$104.98
+09/09/2021,$106.15,31857870,$106.56,$107.2953,$105.84
+09/08/2021,$106.17,43067910,$108.88,$109.3,$105.52
+09/07/2021,$109.15,28815230,$109.955,$110.58,$108.66
+09/03/2021,$109.92,42623780,$108.85,$111.17,$108.5
+09/02/2021,$109.2,40108760,$110.32,$110.88,$108.77
+09/01/2021,$109.99,38579560,$111.3,$111.85,$109.85
+08/31/2021,$110.72,49338960,$111.26,$111.26,$109.0343
+08/30/2021,$111.32,56130470,$112.61,$114.4899,$111.26
+08/27/2021,$111.4,61030010,$108.01,$111.78,$107.8
+08/26/2021,$107.27,51442550,$108.57,$109.2299,$106.84
+08/25/2021,$108.3,45485500,$108.13,$109.91,$107.45
+08/24/2021,$107.65,51239300,$109.45,$109.61,$107.28
+08/23/2021,$108.77,68835280,$105.295,$109.02,$104.86
+08/20/2021,$104.65,55227560,$104.32,$105.98,$103.99
+08/19/2021,$103.7,71117490,$103.315,$106.18,$101.975
+08/18/2021,$103.44,79387940,$107.35,$108.07,$103.27
+08/17/2021,$107.56,74053910,$106.644,$108.7,$105.35
+08/16/2021,$107.48,73398940,$110.2,$111.58,$105.865
+08/13/2021,$110.55,100135700,$107.17,$111.71,$106.57
+08/12/2021,$106.5,60625730,$107.39,$108.44,$105.86
+08/11/2021,$107.68,91788290,$107.6,$109.79,$105.62
+08/10/2021,$106.48,113012300,$107.895,$109.17,$104.36
+08/09/2021,$107.58,115749900,$111.31,$112.33,$107.06
+08/06/2021,$110.11,143899000,$110.55,$116.2599,$109.7
+08/05/2021,$112.35,137860900,$116.63,$117.68,$111.59
+08/04/2021,$118.77,225368700,$114.36,$122.49,$114.16
+08/03/2021,$112.56,157723100,$108.15,$114.85,$107.66
+08/02/2021,$108.63,115581900,$105.93,$110.33,$103.83
+07/30/2021,$106.19,125632000,$101.6,$106.97,$101.38
+07/29/2021,$102.95,164091800,$96.58,$105.74,$96.58
+07/28/2021,$97.93,140561000,$93.44,$98.71,$89.65
+07/27/2021,$91.03,69427020,$92.94,$94.1,$89.1
+07/26/2021,$91.82,27668460,$92.01,$92.75,$91.12
+07/23/2021,$92.15,31708900,$91.348,$92.37,$90.19
+07/22/2021,$91.21,33730080,$89.4,$91.36,$89.08
+07/21/2021,$89.41,29469860,$87.25,$89.49,$86.9
+07/20/2021,$87.11,28088960,$87.09,$87.77,$85.165
+07/19/2021,$86.58,39244800,$84.99,$87.2294,$84.24
+07/16/2021,$85.89,35860740,$87.32,$88.03,$85.68
+07/15/2021,$86.93,38944740,$89.78,$89.78,$86.1801
+07/14/2021,$89.05,28108510,$90.76,$91.395,$88.94
+07/13/2021,$90.26,30367600,$90.48,$91.41,$89.8299
+07/12/2021,$90.81,28526560,$91.22,$91.9,$89.65
+07/09/2021,$90.9,35278420,$90.04,$91.26,$88.53
+07/08/2021,$89.74,45673450,$87.86,$90.3399,$87.45
+07/07/2021,$90.54,51498480,$95.02,$95.44,$90.31
+07/06/2021,$94.47,44930120,$94.875,$95.41,$93.32
+07/02/2021,$94.7,51342980,$93.28,$95.27,$92.205
+07/01/2021,$93.31,58059020,$94.04,$94.175,$91.7
+06/30/2021,$93.93,70721530,$90.82,$94.335,$90.6
+06/29/2021,$89.52,46181000,$87.41,$90.3,$86.66
+06/28/2021,$87.08,30262040,$86.38,$88,$86.15
+06/25/2021,$85.62,27804540,$86.34,$86.36,$85.1
+06/24/2021,$86.1,42217670,$84.39,$87.1399,$84.365
+06/23/2021,$83.82,25992440,$83.83,$84.485,$83.1603
+06/22/2021,$83.58,32107700,$82.9,$84.04,$82.48
+06/21/2021,$82.59,44417110,$83.49,$84.19,$82.21
+06/18/2021,$84.65,58736810,$84.28,$85.77,$83.48
+06/17/2021,$84.56,77822820,$80.77,$85.37,$80.57
+06/16/2021,$80.11,29598310,$80.75,$81.45,$78.96
+06/15/2021,$80.47,26194340,$81.59,$81.68,$80.225
+06/14/2021,$81.55,27830240,$81.51,$81.55,$80.2
+06/11/2021,$81.31,24310890,$81.61,$82.33,$80.7
+06/10/2021,$81.56,28606360,$80.02,$81.71,$79.7
+06/09/2021,$79.96,28454650,$81.09,$81.677,$79.8
+06/08/2021,$80.89,26956630,$81.87,$82.645,$80.45
+06/07/2021,$81.35,29006780,$81.4,$81.68,$80.38
+06/04/2021,$81.58,26387800,$80.92,$82.19,$80.81
+06/03/2021,$80.28,29811970,$81.13,$81.89,$80.26
+06/02/2021,$81.97,35203220,$81,$82.6,$80.66
+06/01/2021,$80.81,43433040,$81.01,$82.91,$80.66
+05/28/2021,$80.08,40952660,$78.66,$81.09,$78.66
+05/27/2021,$78.42,35883220,$78.11,$78.43,$77.47
+05/26/2021,$78.34,30354000,$77.83,$78.59,$77.59
+05/25/2021,$77.86,47353100,$77.33,$78.77,$76.8365
+05/24/2021,$77.44,33194290,$77.26,$78.01,$76.8
+05/21/2021,$77.17,40201090,$78.55,$78.81,$77.04
+05/20/2021,$78.06,49135010,$76.81,$78.27,$76.25
+05/19/2021,$76.23,73966160,$73.16,$76.97,$72.76
+05/18/2021,$74.44,31982480,$74.74,$75.7699,$74.24
+05/17/2021,$74.65,40722380,$74.215,$75.52,$73.41
+05/14/2021,$74.59,38355790,$74.02,$75.0274,$72.72
+05/13/2021,$73.09,48646750,$75.21,$75.7,$72.5
+05/12/2021,$74.64,42531420,$75.09,$76.13,$74.16
+05/11/2021,$76.83,51008240,$73.57,$76.93,$72.75
+05/10/2021,$75.99,45134490,$78.2,$78.3,$75.92
+05/07/2021,$78.81,36954180,$78.75,$79.5718,$78.22
+05/06/2021,$77.89,38661330,$77.63,$78.0599,$76.47
+05/05/2021,$77.83,42310150,$79.05,$79.3,$77.36
+05/04/2021,$78.61,59194330,$77.95,$78.67,$77.04
+05/03/2021,$78.55,66323270,$81.97,$82,$78.46
+04/30/2021,$81.62,46601860,$82.97,$84.1,$81.415
+04/29/2021,$83.91,51294530,$84.7,$85.27,$82.63
+04/28/2021,$84.02,108920300,$88.85,$89.2,$83.92
+04/27/2021,$85.21,61909870,$85.67,$87.15,$85.13
+04/26/2021,$85.41,57594540,$83.35,$85.9,$82.7
+04/23/2021,$82.76,49267280,$80.21,$83.3,$79.96
+04/22/2021,$79.06,38846050,$81.61,$81.79,$78.59
+04/21/2021,$81.61,35068960,$78.99,$81.66,$78.86
+04/20/2021,$79.27,34977750,$80.82,$81.11,$78.51
+04/19/2021,$81.11,39115460,$82.13,$83.18,$80.39
+04/16/2021,$82.15,47280570,$83.3,$83.59,$81.53
+04/15/2021,$83.01,68942820,$80.32,$83.95,$79.97
+04/14/2021,$78.55,34263830,$79.88,$80.13,$77.935
+04/13/2021,$80.19,37767260,$79.67,$80.72,$78.98
+04/12/2021,$78.58,62098800,$82.055,$82.18,$78.03
+04/09/2021,$82.76,32759870,$82.8,$83.59,$82.16
+04/08/2021,$83.35,41925280,$83.32,$83.79,$82.435
+04/07/2021,$82.2,35590930,$81.32,$83.1,$80.35
+04/06/2021,$81.44,29327950,$81.21,$82.455,$80.88
+04/05/2021,$81.43,32610550,$81.74,$81.9,$80.39
+04/01/2021,$81.09,40182380,$80.155,$81.31,$79.48
+03/31/2021,$78.5,43659460,$76.57,$79.13,$76.52
+03/30/2021,$76,39169250,$76.47,$76.56,$74.85
+03/29/2021,$77.14,37144300,$77.03,$78.02,$76.26
+03/26/2021,$77.41,49148660,$76.62,$77.4995,$75.03
+03/25/2021,$76.22,44735100,$75.85,$76.95,$74.96
+03/24/2021,$76.48,43753640,$77.55,$78.8,$76.4
+03/23/2021,$78.38,40466640,$80.13,$80.34,$77.95
+03/22/2021,$80.3,39648610,$79.99,$81.265,$79.22
+03/19/2021,$79.06,42283390,$78.49,$79.34,$77.59
+03/18/2021,$78.12,51036500,$81.055,$81.62,$78.01
+03/17/2021,$82.63,43320570,$81.75,$83.25,$80.411
+03/16/2021,$82.75,42971550,$83.66,$84.75,$82.255
+03/15/2021,$82.5,39365420,$81.91,$83.39,$81.2

custom_imports/test.csv

@@ -1,733 +0,0 @@
-Date,ColNorm,Col2,ColNorm3,ColB
-2020-01-01,0.9999525702125136,1.0123130194965915,1.0086674575012688,0.0012027960377402266
-2020-01-02,0.9838498192741062,1.0234212550466153,1.0042245214721552,0.004516903534694491
-2020-01-03,1.0026921290619137,1.0197488119578417,1.0062436813305022,0.00703506806240136
-2020-01-04,0.9880559292083877,1.0333080955589942,1.0443020108362489,0.008811731023127739
-2020-01-05,0.9779970244070624,1.0800643722419347,1.0793343716705162,0.01969649975651378
-2020-01-06,0.9769190810755058,1.074084939646055,1.0576481541518057,0.020894315874158437
-2020-01-07,0.9766394732308502,1.0543684802965811,1.0610302031972367,0.02204281942742464
-2020-01-08,1.0129570916424941,1.052787445634228,1.0726969194936098,0.024441869391977136
-2020-01-09,1.0358984262904671,1.0837030226137803,1.0728332396061548,0.025566331803853582
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-2021-11-25,2.1331127276857518,2.744685656788545,3.2493270516880286,2.7713005224391805
-2021-11-26,2.1470826152283653,2.660082061731212,3.1330178519856156,2.773281874490202
-2021-11-27,2.1802836234277545,2.736207459206439,3.1821813755888866,2.7741755748091674
-2021-11-28,2.1696229236188276,2.838619128310465,3.128384633590994,2.7788775126744616
-2021-11-29,2.06697186301064,2.9386551954738698,3.221465553399786,2.814464179560515
-2021-11-30,2.0567800886382206,2.9032547346451127,3.2571867604362543,2.8160649972349403
-2021-12-01,2.0955998606819555,2.8110233635697357,3.229027714239134,2.8199523567872906
-2021-12-02,2.1462545477704857,2.826150809828675,3.1691053282583,2.8229404561199005
-2021-12-03,2.1232431187920686,2.7922683049865076,3.2608479312168894,2.8265425875930568
-2021-12-04,2.1436777950026475,2.747224835986388,3.234805249448213,2.83507130342911
-2021-12-05,2.139560011388713,2.7724527720485277,3.2523476506431717,2.862721448696889
-2021-12-06,2.072164179045985,2.8723039305403075,3.187133755200367,2.8672204458528934
-2021-12-07,2.0927664451122485,2.9330884462016695,3.16775417470898,2.867970299259265
-2021-12-08,2.0793825185416273,2.808423886842806,3.1785452959084544,2.870861724204546
-2021-12-09,2.0988910963722605,2.838298546728298,3.099368984918366,2.8746650385729047
-2021-12-10,2.05563112640476,2.795252673153229,3.0377446518358213,2.8766165408470483
-2021-12-11,2.052190526674436,2.790693445222851,3.018037249654266,2.88227507626334
-2021-12-12,2.0510203371839957,2.7795703215951537,3.062453072536595,2.884033781084639
-2021-12-13,2.0503659209385634,2.705757825920253,3.0577798467602184,2.88807208293864
-2021-12-14,2.065888904872756,2.640561562291197,3.051383213547955,2.890515761651997
-2021-12-15,2.0241158710009217,2.6562965129045946,3.1134644257491795,2.8915956102816867
-2021-12-16,2.011796559941659,2.5879087443206092,3.1071035379000675,2.9017588477036265
-2021-12-17,1.9471541934795626,2.534757152028258,3.118054855704814,2.9056966618689097
-2021-12-18,1.9891576149329404,2.554456971035494,3.190911598735974,2.9073356356281543
-2021-12-19,1.9977947742668283,2.521892010258683,3.1579358508854742,2.908694730596919
-2021-12-20,2.024489416921948,2.498849053678626,3.051474258701378,2.910257506232819
-2021-12-21,1.9101162709403734,2.4994923144947903,3.0417807443363,2.9158203024326323
-2021-12-22,1.8586335615962708,2.4474147650257,3.0696373922941342,2.91760329017934
-2021-12-23,1.8026154230569922,2.4134337813378286,3.10286303278097,2.918765537355731
-2021-12-24,1.8041416523202543,2.3443871803774843,3.1420884645008327,2.9270177310498138
-2021-12-25,1.8489534806960217,2.3553941020378786,3.1643414517660107,2.927586841263833
-2021-12-26,1.892760626762073,2.3910443162754316,3.1633800267770162,2.935788479523747
-2021-12-27,1.8698231750168643,2.430083480413742,3.215021219440133,2.940571664793773
-2021-12-28,1.8548311703170128,2.463051743097091,3.2040363362571576,2.9458838146565722
-2021-12-29,1.887209965197199,2.362401253797821,3.285868116298562,2.9466697183024904
-2021-12-30,1.9151284139685454,2.452230511452688,3.344048729792291,2.958261602966074
-2021-12-31,1.884547011974969,2.4427816715914323,3.391590176442121,2.9589938455406117
-2022-01-01,1.900999543673747,2.423951572030134,3.4221871729754443,2.959381744191336

gamestonk_terminal/parent_classes.py

@@ -417,6 +417,35 @@ class StockBaseController(BaseController, metaclass=ABCMeta):
             dest="prepost",
             help="Pre/After market hours. Only works for 'yf' source, and intraday data",
         )
+        parser.add_argument(
+            "-f",
+            "--file",
+            default=None,
+            help="Path to load custom file.",
+            choices=[
+                x
+                for x in os.listdir(os.path.join("custom_imports", "stocks"))
+                if x.endswith(".csv")
+            ],
+            dest="filepath",
+            type=str,
+        )
+        parser.add_argument(
+            "-m",
+            "--monthly",
+            action="store_true",
+            default=False,
+            help="Load monthly data",
+            dest="monthly",
+        )
+        parser.add_argument(
+            "-w",
+            "--weekly",
+            action="store_true",
+            default=False,
+            help="Load weekly data",
+            dest="weekly",
+        )
         parser.add_argument(
             "-r",
             "--iexrange",
@@ -430,15 +459,32 @@ class StockBaseController(BaseController, metaclass=ABCMeta):
             other_args.insert(0, "-t")
 
         ns_parser = parse_known_args_and_warn(parser, other_args)
+
         if ns_parser:
-            df_stock_candidate = stocks_helper.load(
-                ns_parser.ticker,
-                ns_parser.start,
-                ns_parser.interval,
-                ns_parser.end,
-                ns_parser.prepost,
-                ns_parser.source,
-            )
+            if ns_parser.weekly and ns_parser.monthly:
+                console.print(
+                    "[red]Only one of monthly or weekly can be selected.[/red]\n."
+                )
+                return
+            if ns_parser.filepath is None:
+                df_stock_candidate = stocks_helper.load(
+                    ns_parser.ticker,
+                    ns_parser.start,
+                    ns_parser.interval,
+                    ns_parser.end,
+                    ns_parser.prepost,
+                    ns_parser.source,
+                    weekly=ns_parser.weekly,
+                    monthly=ns_parser.monthly,
+                )
+            else:
+                df_stock_candidate = stocks_helper.load_custom(
+                    os.path.join(
+                        os.path.join("custom_imports", "stocks"), ns_parser.filepath
+                    )
+                )
+                if df_stock_candidate.empty:
+                    return
             if not df_stock_candidate.empty:
                 self.stock = df_stock_candidate
                 self.add_info = stocks_helper.additional_info_about_ticker(

gamestonk_terminal/stocks/stocks_helper.py

@@ -4,6 +4,7 @@ __docformat__ = "numpy"
 import argparse
 import json
 import logging
+import os
 from datetime import datetime, timedelta
 from typing import List, Union, Optional, Iterable
 
@@ -93,6 +94,8 @@ def load(
     prepost: bool = False,
     source: str = "yf",
     iexrange: str = "ytd",
+    weekly: bool = False,
+    monthly: bool = False,
 ):
     """
     Load a symbol to perform analysis using the string above as a template. Optional arguments and their
@@ -134,6 +137,10 @@ def load(
         Source of data extracted
     iexrange: str
         Timeframe to get IEX data.
+    weekly: bool
+        Flag to get weekly data
+    monthly: bool
+        Flag to get monthly data
 
     Returns
     -------
@@ -185,12 +192,21 @@ def load(
 
         # Yahoo Finance Source
         elif source == "yf":
+
+            # TODO: Better handling of interval with week/month
+            int_ = "1d"
+            int_string = "Daily"
+            if weekly:
+                int_ = "1wk"
+                int_string = "Weekly"
+            if monthly:
+                int_ = "1mo"
+                int_string = "Monthly"
+
+            # Adding a dropna for weekly and monthly because these include weird NaN columns.
             df_stock_candidate = yf.download(
-                ticker,
-                start=start,
-                end=end,
-                progress=False,
-            )
+                ticker, start=start, end=end, progress=False, interval=int_
+            ).dropna(axis=0)
 
             # Check that loading a stock was not successful
             if df_stock_candidate.empty:
@@ -237,6 +253,7 @@ def load(
             df_stock_candidate.sort_index(ascending=True, inplace=True)
         s_start = df_stock_candidate.index[0]
         s_interval = f"{interval}min"
+        int_string = "Daily" if interval == 1440 else "Intraday"
 
     else:
 
@@ -269,7 +286,8 @@ def load(
 
         df_stock_candidate.index.name = "date"
 
-    s_intraday = (f"Intraday {s_interval}", "Daily")[interval == 1440]
+        int_string = "Intraday"
+    s_intraday = (f"Intraday {s_interval}", int_string)[interval == 1440]
 
     console.print(
         f"\nLoading {s_intraday} {ticker.upper()} stock "
@@ -899,3 +917,58 @@ def clean_fraction(num, denom):
         return num / denom
     except TypeError:
         return "N/A"
+
+
+def load_custom(file_path: str) -> pd.DataFrame:
+    """Loads in a custom csv file
+
+    Parameters
+    ----------
+    file_path: str
+        Path to file
+
+    Returns
+    -------
+    pd.DataFrame:
+        Dataframe of stock data
+    """
+    # Double check that the file exists
+    if not os.path.exists(file_path):
+        console.print("[red]File path does not exist.[/red]\n")
+        return pd.DataFrame()
+
+    df = pd.read_csv(file_path)
+    console.print(f"Loaded data has columns: {', '.join(df.columns.to_list())}\n")
+
+    # Nasdaq specific
+    if "Close/Last" in df.columns:
+        df = df.rename(columns={"Close/Last": "Close"})
+    if "Last" in df.columns:
+        df = df.rename(columns={"Last": "Close"})
+
+    df.columns = [col.lower().rstrip().lstrip() for col in df.columns]
+
+    for col in df.columns:
+        if col in ["date", "time", "timestamp", "datetime"]:
+            df[col] = pd.to_datetime(df[col])
+            df = df.set_index(col)
+            console.print(f"Column [blue]{col.title()}[/blue] set as index.")
+
+    df.columns = [col.title() for col in df.columns]
+    df.index.name = df.index.name.title()
+
+    df = df.applymap(
+        lambda x: clean_function(x) if not isinstance(x, (int, float)) else x
+    )
+    if "Adj Close" not in df.columns:
+        df["Adj Close"] = df.Close.copy()
+
+    return df
+
+
+def clean_function(entry: str) -> Union[str, float]:
+    """Helper function for cleaning stock data from csv.  This can be customized for csvs"""
+    # If there is a digit, get rid of common characters and return float
+    if any(char.isdigit() for char in entry):
+        return float(entry.replace("$", "").replace(",", ""))
+    return entry

tests/gamestonk_terminal/custom/csv/test_custom_model/test_test_load[test.csv].csv

@@ -1,733 +0,0 @@
-,Date,ColNorm,Col2,ColNorm3,ColB
-0,2020-01-01,0.9999525702125136,1.0123130194965917,1.0086674575012688,0.0012027960377402
-1,2020-01-02,0.9838498192741062,1.0234212550466153,1.0042245214721552,0.0045169035346944
-2,2020-01-03,1.0026921290619135,1.0197488119578415,1.0062436813305022,0.0070350680624013
-3,2020-01-04,0.9880559292083876,1.0333080955589942,1.0443020108362489,0.0088117310231277
-4,2020-01-05,0.9779970244070624,1.0800643722419347,1.0793343716705162,0.0196964997565137
-5,2020-01-06,0.9769190810755058,1.074084939646055,1.0576481541518057,0.0208943158741584
-6,2020-01-07,0.9766394732308502,1.0543684802965811,1.0610302031972367,0.0220428194274246
-7,2020-01-08,1.012957091642494,1.052787445634228,1.0726969194936098,0.0244418693919771
-8,2020-01-09,1.0358984262904671,1.0837030226137805,1.0728332396061548,0.0255663318038535
-9,2020-01-10,1.0573273623296362,1.0514770924225432,1.0712841902537005,0.0278123015990601
-10,2020-01-11,1.0591295348101435,1.0293934727855478,1.057462172431816,0.0360959942158686
-11,2020-01-12,1.0479705339307217,1.089499710414309,1.053145773285828,0.0375737257051632
-12,2020-01-13,1.0135011066008446,1.0647814334478265,1.0307643076773845,0.0470267106266825
-13,2020-01-14,1.0129001854523945,1.0838484969617903,1.0214500559731443,0.0486577320173068
-14,2020-01-15,1.0327050271538776,1.0974755645383598,1.0158943158591365,0.0500936104670989
-15,2020-01-16,1.0401611506598178,1.1055856016959222,1.017570962222138,0.0515465102839185
-16,2020-01-17,1.0592005527980166,1.1251400688546165,1.0279746739739088,0.0521490546360502
-17,2020-01-18,1.0656988484365215,1.123318105612665,1.0057696407317656,0.0570627810698871
-18,2020-01-19,1.0774050013473389,1.1391739427677507,1.0214163214305862,0.062085692889891
-19,2020-01-20,1.0743932195444494,1.1184045199564303,1.019103884716816,0.0648965634869696
-20,2020-01-21,1.069314627826471,1.1213902310033308,0.981727142869055,0.0709592988965688
-21,2020-01-22,1.0677838384124778,1.1101107117435527,0.9937753008992988,0.0740639075019701
-22,2020-01-23,1.0721837052909196,1.1231339322396712,1.00631703646881,0.076067291406056
-23,2020-01-24,1.0519412984859928,1.1292660530353713,1.0249133848091416,0.0777320147929826
-24,2020-01-25,1.014405351240412,1.1270914610841392,1.053700783473425,0.0798086505929941
-25,2020-01-26,1.023527191979995,1.1363592258852364,1.066955769678183,0.0853007785853044
-26,2020-01-27,1.0608121282898904,1.155767423142797,1.0649251904848016,0.0910585807223935
-27,2020-01-28,1.0610896881458836,1.187299895431334,1.0910155077242598,0.0968549348783691
-28,2020-01-29,1.0729846116865194,1.2129254292196707,1.0953355367602375,0.0974095864886109
-29,2020-01-30,1.1070155748383577,1.2225436274180337,1.1023786574966623,0.0984865985233506
-30,2020-01-31,1.1276468893948646,1.2167827264140132,1.087327864804962,0.1018550517665027
-31,2020-02-01,1.1273047110213463,1.208962891615007,1.095389877912996,0.1024637537043749
-32,2020-02-02,1.164524331136035,1.2141411850554893,1.0930563724386055,0.1040640739745576
-33,2020-02-03,1.1572415510154523,1.1731428473855654,1.1125836529439332,0.1081854083827091
-34,2020-02-04,1.1361884175838584,1.1741534743835529,1.1507406424420272,0.1137348681906963
-35,2020-02-05,1.1328844654206718,1.189851742059982,1.1516666823668786,0.1172947318621993
-36,2020-02-06,1.157728280609622,1.2199844255344168,1.162932891423088,0.1178542214000958
-37,2020-02-07,1.1537281271596571,1.2108667382965952,1.1507328444594875,0.1219182826206924
-38,2020-02-08,1.1692835730858917,1.2005025310124493,1.1151541642382754,0.1245781864184379
-39,2020-02-09,1.1919668653879631,1.2198402911308477,1.1186168740068323,0.127578616159381
-40,2020-02-10,1.1928488801117072,1.2301072065077974,1.1002903004732305,0.1739579517084183
-41,2020-02-11,1.1655878985554615,1.2630467330117316,1.0765044535602653,0.1813400011074207
-42,2020-02-12,1.1819220888988409,1.252233090663622,1.0685134162077423,0.2069576836007362
-43,2020-02-13,1.20516552991063,1.2727144276434823,1.0952376144030738,0.2175794313553614
-44,2020-02-14,1.1630851464386232,1.32482490333701,1.0802690129905057,0.22080516417558
-45,2020-02-15,1.1467354653830693,1.3020387895317278,1.0732991680664263,0.2246416403749116
-46,2020-02-16,1.1383471887580776,1.3137746751723582,1.0387338079814246,0.2250781884637397
-47,2020-02-17,1.1103773042013343,1.339470245723512,1.0028362328380314,0.2319505028795682
-48,2020-02-18,1.0734165165514695,1.3427623639089172,1.0424779786809035,0.233948520381319
-49,2020-02-19,1.113218756875525,1.4013943415047097,1.056102987205335,0.2356225674364548
-50,2020-02-20,1.1071272883991254,1.4541633632206468,1.057236795132449,0.2506012730602552
-51,2020-02-21,1.105724295358014,1.4401036704211707,1.0483308464436794,0.252015240745399
-52,2020-02-22,1.0993215352651164,1.444722748437034,1.089531331294008,0.2524740991954332
-53,2020-02-23,1.0932176054208576,1.460026364375726,1.0792794931408676,0.2528642055216732
-54,2020-02-24,1.0587243077330883,1.4486161918765983,1.1104674454138383,0.2544510710653562
-55,2020-02-25,1.0620148726350802,1.424154391889335,1.0773223233839628,0.2569377491253046
-56,2020-02-26,1.0315209557997354,1.4164177419504709,1.0739795914770394,0.2595023947775753
-57,2020-02-27,1.0408864320197757,1.4801992864018505,1.1116443448045423,0.2608802454779044
-58,2020-02-28,1.0376663474071368,1.488716043093164,1.1356346930253116,0.2634814008834721
-59,2020-02-29,1.0467208549192988,1.5173215466718972,1.107889288405897,0.2642320286926164
-60,2020-03-01,1.0207093385614625,1.5412863838442494,1.122015128887988,0.2696751096472305
-61,2020-03-02,1.037525121662198,1.5581551034870829,1.1309415361145174,0.2746277237987294
-62,2020-03-03,1.0248401372030551,1.5458008902947489,1.1345250503379347,0.276759867831347
-63,2020-03-04,1.0258486982695476,1.559046676440168,1.1400009349876374,0.2896253077473681
-64,2020-03-05,1.002432979064144,1.5755262943159305,1.1318408085437592,0.2952623175828989
-65,2020-03-06,1.012488554893676,1.57564855922825,1.111311254937364,0.2981023789116054
-66,2020-03-07,1.0117961369959636,1.577395480438564,1.11650214408987,0.3006270600511418
-67,2020-03-08,1.015909711457398,1.610322754539839,1.0839244099353011,0.3020935922040628
-68,2020-03-09,1.0601538083004134,1.641502594941999,1.1109289188088738,0.3084158226632153
-69,2020-03-10,1.077941802984011,1.6317374964162892,1.0963222783091269,0.3094796037573752
-70,2020-03-11,1.1260532732244517,1.6490931415766832,1.0936697895045775,0.3099120345112846
-71,2020-03-12,1.110425622953289,1.6984993918604234,1.1216131487616146,0.3107492140216191
-72,2020-03-13,1.0856390325998322,1.6757575671134193,1.1309905076439204,0.3127434128908777
-73,2020-03-14,1.086150833705044,1.7073637516801137,1.1323850834053195,0.3141475455207612
-74,2020-03-15,1.077681015174759,1.6393961270334048,1.110184175943251,0.3153838542164429
-75,2020-03-16,1.053414211346851,1.6332378686087845,1.1075827734284756,0.3195017910314937
-76,2020-03-17,1.0357752542856478,1.646157391988908,1.1148804108874288,0.3230351913660134
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tests/gamestonk_terminal/custom/test_custom_controller.py

@@ -1,120 +0,0 @@
-import os
-import pytest
-import pandas as pd
-from gamestonk_terminal.custom import custom_controller
-
-
-@pytest.mark.vcr(record_mode="none")
-@pytest.mark.record_stdout
-def test_print_help():
-    controller = custom_controller.CustomDataController()
-    controller.print_help()
-
-
-@pytest.mark.vcr(record_mode="none")
-@pytest.mark.record_stdout
-def test_info_no_data():
-    controller = custom_controller.CustomDataController()
-    controller.choices = []
-    controller.data = pd.DataFrame()
-    controller.call_info([])
-
-
-@pytest.mark.vcr(record_mode="none")
-@pytest.mark.parametrize(
-    "queue, expected",
-    [
-        (["load", "help"], []),
-        (["quit", "help"], ["help"]),
-    ],
-)
-def test_menu_with_queue(expected, mocker, queue):
-    path_controller = "gamestonk_terminal.custom.custom_controller"
-
-    # MOCK SWITCH
-    mocker.patch(
-        target=f"{path_controller}.CustomDataController.switch",
-        return_value=["quit"],
-    )
-    result_menu = custom_controller.CustomDataController(queue=queue).menu()
-
-    assert result_menu == expected
-
-
-@pytest.mark.vcr(record_mode="none")
-@pytest.mark.parametrize(
-    "tested_func, other_args, mocked_func, called_args, called_kwargs",
-    [
-        (
-            "call_load",
-            [
-                "-f test.csv",
-            ],
-            "",
-            [],
-            dict(),
-        ),
-    ],
-)
-def test_call_func_test(
-    tested_func, mocked_func, other_args, called_args, called_kwargs, mocker
-):
-    path_controller = "gamestonk_terminal.custom.custom_controller"
-
-    if mocked_func:
-        mock = mocker.Mock()
-        mocker.patch(
-            target=f"{path_controller}.{mocked_func}",
-            new=mock,
-        )
-
-        controller = custom_controller.CustomDataController(queue=None)
-        getattr(controller, tested_func)(other_args)
-
-        if called_args or called_kwargs:
-            mock.assert_called_once_with(*called_args, **called_kwargs)
-        else:
-            mock.assert_called_once()
-    else:
-        controller = custom_controller.CustomDataController(queue=None)
-        getattr(controller, tested_func)(other_args)
-
-
-@pytest.mark.vcr(record_mode="none")
-@pytest.mark.parametrize(
-    "tested_func, other_args, mocked_func, called_args, called_kwargs",
-    [
-        (
-            "call_show",
-            [
-                "-l 2",
-            ],
-            "",
-            [],
-            dict(),
-        ),
-    ],
-)
-def test_controller_show(
-    tested_func, mocked_func, other_args, called_args, called_kwargs, mocker
-):
-    path_controller = "gamestonk_terminal.custom.custom_controller"
-
-    if mocked_func:
-        mock = mocker.Mock()
-        mocker.patch(
-            target=f"{path_controller}.{mocked_func}",
-            new=mock,
-        )
-
-        controller = custom_controller.CustomDataController(queue=None)
-        controller.data = pd.read_csv(os.path.join("custom_imports", "test.csv"))
-        getattr(controller, tested_func)(other_args)
-
-        if called_args or called_kwargs:
-            mock.assert_called_once_with(*called_args, **called_kwargs)
-        else:
-            mock.assert_called_once()
-    else:
-        controller = custom_controller.CustomDataController(queue=None)
-        getattr(controller, tested_func)(other_args)

tests/gamestonk_terminal/custom/test_custom_model.py

@@ -1,24 +0,0 @@
-import os
-import pytest
-
-from gamestonk_terminal.custom import custom_model
-
-
-@pytest.mark.vcr()
-@pytest.mark.parametrize(
-    "file",
-    [
-        "test.csv",
-    ],
-)
-def test_test_load(recorder, file):
-    result_df = custom_model.load(os.path.join("custom_imports", file))
-    assert not result_df.empty
-    recorder.capture(result_df)
-
-
-@pytest.mark.vcr()
-def test_test_empty_load(recorder):
-    result_df = custom_model.load("")
-    assert result_df.empty
-    recorder.capture(result_df)

tests/gamestonk_terminal/custom/txt/test_custom_controller/test_info_no_data.txt

@@ -1,2 +0,0 @@
-[red]No data loaded.[/red]
-

tests/gamestonk_terminal/custom/txt/test_custom_controller/test_print_help.txt

@@ -1,12 +0,0 @@
-
-    load            load in custom data set
-
-Current file:    None[unvl]
-
-    show            show portion of loaded data
-    info            show data info (columns and datatypes)
-    plot            plot data from loaded file[/unvl]
-
->   qa              quantitative analysis,   	 e.g.: decompose, cusum, residuals analysis
->   pred            prediction techniques    	 e.g.: regression, arima, rnn, lstm
-

tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_display_candle.yaml

@@ -15,7 +15,7 @@ interactions:
     uri: https://query2.finance.yahoo.com/v8/finance/chart/GME?events=div%2Csplits&includePrePost=False&interval=1d&period1=MOCK_PERIOD_1&period2=MOCK_PERIOD_2
   response:
     body:
-      string: '{"chart":{"result":[{"meta":{"currency":"USD","symbol":"GME","exchangeName":"NYQ","instrumentType":"EQUITY","firstTradeDate":1013610600,"regularMarketTime":1639069524,"gmtoffset":-18000,"timezone":"EST","exchangeTimezoneName":"America/New_York","regularMarketPrice":162.183,"chartPreviousClose":16.56,"priceHint":2,"currentTradingPeriod":{"pre":{"timezone":"EST","start":1639040400,"end":1639060200,"gmtoffset":-18000},"regular":{"timezone":"EST","start":1639060200,"end":1639083600,"gmtoffset":-18000},"post":{"timezone":"EST","start":1639083600,"end":1639098000,"gmtoffset":-18000}},"dataGranularity":"1d","range":"","validRanges":["1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max"]},"timestamp":[1606746600,1606833000,1606919400,1607005800,1607092200,1607351400],"indicators":{"quote":[{"high":[19.420000076293945,17.399999618530273,16.68000030517578,16.639999389648438,17.290000915527344,17.5],"low":[16.559999465942383,15.760000228881836,15.380000114440918,15.869999885559082,16.260000228881836,16.219999313354492],"open":[18.170000076293945,17.110000610351562,15.699999809265137,16.479999542236328,16.299999237060547,17.0],"close":[16.559999465942383,15.800000190734863,16.579999923706055,16.1200008392334,16.899999618530273,16.350000381469727],"volume":[31983500,12653900,7883400,6295000,8972700,7386300]}],"adjclose":[{"adjclose":[16.559999465942383,15.800000190734863,16.579999923706055,16.1200008392334,16.899999618530273,16.350000381469727]}]}}],"error":null}}'
+      string: '{"chart":{"result":[{"meta":{"currency":"USD","symbol":"GME","exchangeName":"NYQ","instrumentType":"EQUITY","firstTradeDate":1013610600,"regularMarketTime":1647443583,"gmtoffset":-14400,"timezone":"EDT","exchangeTimezoneName":"America/New_York","regularMarketPrice":88.5,"chartPreviousClose":16.56,"priceHint":2,"currentTradingPeriod":{"pre":{"timezone":"EDT","start":1647417600,"end":1647437400,"gmtoffset":-14400},"regular":{"timezone":"EDT","start":1647437400,"end":1647460800,"gmtoffset":-14400},"post":{"timezone":"EDT","start":1647460800,"end":1647475200,"gmtoffset":-14400}},"dataGranularity":"1d","range":"","validRanges":["1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max"]},"timestamp":[1606833000,1606919400,1607005800,1607092200,1607351400],"indicators":{"quote":[{"volume":[12653900,7883400,6295000,8972700,7386300],"low":[15.760000228881836,15.380000114440918,15.869999885559082,16.260000228881836,16.219999313354492],"open":[17.110000610351562,15.699999809265137,16.479999542236328,16.299999237060547,17.0],"close":[15.800000190734863,16.579999923706055,16.1200008392334,16.899999618530273,16.350000381469727],"high":[17.399999618530273,16.68000030517578,16.639999389648438,17.290000915527344,17.5]}],"adjclose":[{"adjclose":[15.800000190734863,16.579999923706055,16.1200008392334,16.899999618530273,16.350000381469727]}]}}],"error":null}}'
     headers:
       Age:
       - '0'
@@ -36,25 +36,25 @@ interactions:
       cache-control:
       - public, max-age=10, stale-while-revalidate=20
       content-length:
-      - '1482'
+      - '1364'
       content-type:
       - application/json;charset=utf-8
       date:
-      - Thu, 09 Dec 2021 17:05:43 GMT
+      - Wed, 16 Mar 2022 15:13:12 GMT
       server:
       - ATS
       vary:
       - Origin,Accept-Encoding
       x-envoy-decorator-operation:
-      - finance-chart-api--mtls-production-ir2.finance-k8s.svc.yahoo.local:4080/*
+      - finance-chart-api--mtls-production-bf1.finance-k8s.svc.yahoo.local:4080/*
       x-envoy-upstream-service-time:
-      - '17'
+      - '13'
       x-request-id:
-      - 6b8b2563-6c23-4ace-bae5-d2f052702b2a
+      - c7c34a8b-c6de-42bf-87eb-4badafcca282
       x-yahoo-request-id:
-      - 1shuss5gr4dr7
+      - cjc2oalh33vk8
       y-rid:
-      - 1shuss5gr4dr7
+      - cjc2oalh33vk8
     status:
       code: 200
       message: OK

tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_load[1440-iex].yaml

@@ -5,472 +5,113 @@ interactions:
       Accept:
       - '*/*'
       Accept-Encoding:
-      - gzip, deflate, br
+      - gzip, deflate
       Connection:
       - keep-alive
       User-Agent:
-      - python-requests/2.26.0
+      - python-requests/2.27.1
     method: GET
     uri: https://cloud.iexapis.com/v1/stock/GME/chart/ytd?sort=desc&token=MOCK_TOKEN
   response:
     body:
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+      - Wed, 16 Mar 2022 15:13:11 GMT
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tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_load[1440-yf].yaml

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       message: OK

tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_load[60-yf].yaml

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     headers:
       Age:
       - '0'
@@ -59,6 +264,8 @@ interactions:
       - no-referrer-when-downgrade
       Strict-Transport-Security:
       - max-age=15552000
+      Transfer-Encoding:
+      - chunked
       X-Content-Type-Options:
       - nosniff
       X-Frame-Options:
@@ -69,26 +276,24 @@ interactions:
       - public, max-age=10, stale-while-revalidate=20
       content-encoding:
       - gzip
-      content-length:
-      - '1782'
       content-type:
       - application/json;charset=utf-8
       date:
-      - Thu, 09 Dec 2021 17:10:32 GMT
+      - Wed, 16 Mar 2022 15:13:11 GMT
       server:
       - ATS
       vary:
       - Origin,Accept-Encoding
       x-envoy-decorator-operation:
-      - finance-chart-api--mtls-production-ir2.finance-k8s.svc.yahoo.local:4080/*
+      - finance-chart-api--mtls-production-bf1.finance-k8s.svc.yahoo.local:4080/*
       x-envoy-upstream-service-time:
-      - '8'
+      - '97'
       x-request-id:
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+      - b9cdd37a-de46-437d-b658-74dd71c151cf
       x-yahoo-request-id:
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+      - dsnqh2dh33vk7
       y-rid:
-      - a6mb685gr4e48
+      - dsnqh2dh33vk7
     status:
       code: 200
       message: OK

tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_load_ticker.yaml

@@ -15,10 +15,10 @@ interactions:
     uri: https://query2.finance.yahoo.com/v8/finance/chart/PM?events=div%2Csplits&includePrePost=False&interval=1d&period1=MOCK_PERIOD_1&period2=MOCK_PERIOD_2
   response:
     body:
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+      string: '{"chart":{"result":[{"meta":{"currency":"USD","symbol":"PM","exchangeName":"NYQ","instrumentType":"EQUITY","firstTradeDate":1205760600,"regularMarketTime":1647443589,"gmtoffset":-14400,"timezone":"EDT","exchangeTimezoneName":"America/New_York","regularMarketPrice":94.18,"chartPreviousClose":75.75,"priceHint":2,"currentTradingPeriod":{"pre":{"timezone":"EDT","end":1647437400,"start":1647417600,"gmtoffset":-14400},"regular":{"timezone":"EDT","end":1647460800,"start":1647437400,"gmtoffset":-14400},"post":{"timezone":"EDT","end":1647475200,"start":1647460800,"gmtoffset":-14400}},"dataGranularity":"1d","range":"","validRanges":["1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max"]},"timestamp":[1606833000],"indicators":{"quote":[{"close":[77.02999877929688],"open":[76.0199966430664],"low":[75.69000244140625],"volume":[6791700],"high":[77.12999725341797]}],"adjclose":[{"adjclose":[72.14187622070312]}]}}],"error":null}}'
     headers:
       Age:
-      - '1'
+      - '0'
       Connection:
       - keep-alive
       Expect-CT:
@@ -36,25 +36,25 @@ interactions:
       cache-control:
       - public, max-age=10, stale-while-revalidate=20
       content-length:
-      - '1030'
+      - '934'
       content-type:
       - application/json;charset=utf-8
       date:
-      - Thu, 09 Dec 2021 17:05:43 GMT
+      - Wed, 16 Mar 2022 15:13:12 GMT
       server:
       - ATS
       vary:
       - Origin,Accept-Encoding
       x-envoy-decorator-operation:
-      - finance-chart-api--mtls-production-ir2.finance-k8s.svc.yahoo.local:4080/*
+      - finance-chart-api--mtls-baseline-production-bf1.finance-k8s.svc.yahoo.local:4080/*
       x-envoy-upstream-service-time:
-      - '31'
+      - '22'
       x-request-id:
-      - 9ae5a5ee-c6bd-4698-958c-efb444cb6acf
+      - 3b73ac0a-ad75-4751-b173-016920a3edcd
       x-yahoo-request-id:
-      - cc3g3clgr4dr8
+      - b58mrp5h33vk8
       y-rid:
-      - cc3g3clgr4dr8
+      - b58mrp5h33vk8
     status:
       code: 200
       message: OK

tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_load_week_or_month[False-True].yaml

@@ -0,0 +1,95 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      User-Agent:
+      - Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML,
+        like Gecko) Chrome/39.0.2171.95 Safari/537.36
+    method: GET
+    uri: https://query2.finance.yahoo.com/v8/finance/chart/AAPL?events=div%2Csplits&includePrePost=False&interval=1mo&period1=MOCK_PERIOD_1&period2=MOCK_PERIOD_2
+  response:
+    body:
+      string: !!binary |
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+        /gt7V2R30w8AAA==
+    headers:
+      Age:
+      - '2'
+      Connection:
+      - keep-alive
+      Expect-CT:
+      - max-age=31536000, report-uri="http://csp.yahoo.com/beacon/csp?src=yahoocom-expect-ct-report-only"
+      Referrer-Policy:
+      - no-referrer-when-downgrade
+      Strict-Transport-Security:
+      - max-age=15552000
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-XSS-Protection:
+      - 1; mode=block
+      cache-control:
+      - public, max-age=10, stale-while-revalidate=20
+      content-encoding:
+      - gzip
+      content-length:
+      - '1777'
+      content-type:
+      - application/json;charset=utf-8
+      date:
+      - Wed, 16 Mar 2022 15:13:11 GMT
+      server:
+      - ATS
+      vary:
+      - Origin,Accept-Encoding
+      x-envoy-decorator-operation:
+      - finance-chart-api--mtls-production-bf1.finance-k8s.svc.yahoo.local:4080/*
+      x-envoy-upstream-service-time:
+      - '47'
+      x-request-id:
+      - 9f3e9131-d676-44d1-8ead-59644d5e53dc
+      x-yahoo-request-id:
+      - 7l9gnbph33vk8
+      y-rid:
+      - 7l9gnbph33vk8
+    status:
+      code: 200
+      message: OK
+version: 1

tests/gamestonk_terminal/stocks/cassettes/test_stocks_helper/test_load_week_or_month[True-False].yaml

@@ -0,0 +1,145 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      User-Agent:
+      - Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML,
+        like Gecko) Chrome/39.0.2171.95 Safari/537.36
+    method: GET
+    uri: https://query2.finance.yahoo.com/v8/finance/chart/AAPL?events=div%2Csplits&includePrePost=False&interval=1wk&period1=MOCK_PERIOD_1&period2=MOCK_PERIOD_2
+  response:
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tests/gamestonk_terminal/stocks/csv/test_stocks_helper/test_load[1440-yf].csv

@@ -1,3 +1,2 @@
 date,Open,High,Low,Close,Adj Close,Volume
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tests/gamestonk_terminal/stocks/csv/test_stocks_helper/test_load[60-yf].csv

@@ -1,5 +1,5 @@
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+2021-05-24,126.01000213623047,128.32000732421875,124.55000305175781,124.61000061035156,124.08416748046875,357615000.0
+2021-05-31,125.08000183105469,126.16000366210938,123.12999725341797,125.88999938964844,125.3587646484375,278314500.0
+2021-06-07,126.16999816894531,128.4600067138672,124.83000183105469,127.3499984741211,126.8125991821289,327048100.0
+2021-06-14,127.81999969482422,132.5500030517578,127.06999969482422,130.4600067138672,129.90948486328125,457142800.0
+2021-06-21,130.3000030517578,134.63999938964844,129.2100067138672,133.11000061035156,132.54830932617188,354155800.0
+2021-06-28,133.41000366210938,140.0,133.35000610351562,139.9600067138672,139.36940002441406,321267200.0
+2021-07-05,140.07000732421875,145.64999389648438,140.07000732421875,145.11000061035156,144.49766540527344,418559700.0
+2021-07-12,146.2100067138672,150.0,143.6300048828125,146.38999938964844,145.77224731445312,504249300.0
+2021-07-19,143.75,148.72000122070312,141.6699981689453,148.55999755859375,147.93310546875,441563700.0
+2021-07-26,148.27000427246094,149.8300018310547,142.5399932861328,145.86000061035156,145.24449157714844,423265400.0
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+2021-08-16,148.5399932861328,151.67999267578125,144.5,148.19000244140625,147.78575134277344,428759400.0
+2021-08-23,148.30999755859375,150.86000061035156,146.8300018310547,148.60000610351562,148.19464111328125,272048200.0
+2021-08-30,149.0,154.97999572753906,148.61000061035156,154.3000030517578,153.87908935546875,386647700.0
+2021-09-06,154.97000122070312,157.25999450683594,148.6999969482422,148.97000122070312,148.56361389160156,354650600.0
+2021-09-13,150.6300048828125,151.4199981689453,145.75999450683594,146.05999755859375,145.66156005859375,492884800.0
+2021-09-20,143.8000030517578,147.47000122070312,141.27000427246094,146.9199981689453,146.5192108154297,394033300.0
+2021-09-27,145.47000122070312,145.9600067138672,139.11000061035156,142.64999389648438,142.2608642578125,441298800.0
+2021-10-04,141.75999450683594,144.22000122070312,138.27000427246094,142.89999389648438,142.5101776123047,382855600.0
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+2021-10-18,143.4499969482422,150.17999267578125,143.16000366210938,148.69000244140625,148.28439331054688,340691300.0
+2021-10-25,148.67999267578125,153.1699981689453,146.41000366210938,149.8000030517578,149.391357421875,392637200.0
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+2021-11-08,151.41000366210938,151.57000732421875,147.47999572753906,149.99000549316406,149.7991485595703,281628500.0
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+2021-11-22,161.67999267578125,165.6999969482422,156.36000061035156,156.80999755859375,156.6104736328125,359933200.0
+2021-11-29,159.3699951171875,170.3000030517578,157.8000030517578,163.75999450683594,163.55162048339844,551588000.0

tests/gamestonk_terminal/stocks/csv/test_stocks_helper/test_load_week_or_month[True-True].csv

@@ -0,0 +1,26 @@
+date,Open,High,Low,Close,Adj Close,Volume
+2019-12-01,66.81749725341797,73.49250030517578,64.07250213623047,73.4124984741211,72.24594116210938,2388794800.0
+2020-01-01,74.05999755859375,81.9625015258789,73.1875,77.37750244140625,76.14793395996094,2934370400.0
+2020-02-01,76.07499694824219,81.80500030517578,64.09249877929688,68.33999633789062,67.25403594970703,3019279200.0
+2020-03-01,70.56999969482422,76.0,53.15250015258789,63.5724983215332,62.71078109741211,6280072400.0
+2020-04-01,61.625,73.63249969482422,59.224998474121094,73.44999694824219,72.45439147949219,3265299200.0
+2020-05-01,71.5625,81.05999755859375,71.4625015258789,79.48500061035156,78.40758514404297,2805936000.0
+2020-06-01,79.4375,93.09500122070312,79.30249786376953,91.19999694824219,90.20732116699219,3243375600.0
+2020-07-01,91.27999877929688,106.41500091552734,89.1449966430664,106.26000213623047,105.1034164428711,3020283200.0
+2020-08-01,108.19999694824219,131.0,107.89250183105469,129.0399932861328,127.63545989990234,4070061100.0
+2020-09-01,132.75999450683594,137.97999572753906,103.0999984741211,115.80999755859375,114.75598907470703,3885245100.0
+2020-10-01,117.63999938964844,125.38999938964844,107.72000122070312,108.86000061035156,107.8692398071289,2894666500.0
+2020-11-01,109.11000061035156,121.98999786376953,107.31999969482422,119.05000305175781,117.96651458740234,2123077300.0
+2020-12-01,121.01000213623047,138.7899932861328,120.01000213623047,132.69000244140625,131.70919799804688,2322189600.0
+2021-01-01,133.52000427246094,145.08999633789062,126.37999725341797,131.9600067138672,130.98458862304688,2240262000.0
+2021-02-01,133.75,137.8800048828125,118.38999938964844,121.26000213623047,120.36369323730469,1833855600.0
+2021-03-01,123.75,128.72000122070312,116.20999908447266,122.1500015258789,121.42829132080078,2650418200.0
+2021-04-01,123.66000366210938,137.07000732421875,122.48999786376953,131.4600067138672,130.68328857421875,1889857500.0
+2021-05-01,132.0399932861328,134.07000732421875,122.25,124.61000061035156,123.87376403808594,1711934900.0
+2021-06-01,125.08000183105469,137.41000366210938,123.12999725341797,136.9600067138672,136.38204956054688,1606590000.0
+2021-07-01,136.60000610351562,150.0,135.75999450683594,145.86000061035156,145.24449157714844,1918976500.0
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+2021-09-01,152.8300018310547,157.25999450683594,141.27000427246094,141.5,141.11399841308594,1797465800.0
+2021-10-01,141.89999389648438,153.1699981689453,138.27000427246094,149.8000030517578,149.391357421875,1564866800.0
+2021-11-01,148.99000549316406,165.6999969482422,147.47999572753906,165.3000030517578,164.84909057617188,1690808300.0
+2021-12-01,167.47999572753906,182.1300048828125,157.8000030517578,177.57000732421875,177.34405517578125,2444507300.0

tests/gamestonk_terminal/stocks/technical_analysis/cassettes/test_ta_controller/test_call_load.yaml

@@ -12,10 +12,10 @@ interactions:
     uri: https://query2.finance.yahoo.com/v8/finance/chart/TSLA?events=div%2Csplits&includePrePost=False&interval=1d&period1=MOCK_PERIOD_1&period2=MOCK_PERIOD_2
   response:
     body:
-      string: '{"chart":{"result":[{"meta":{"currency":"USD","symbol":"TSLA","exchangeName":"NMS","instrumentType":"EQUITY","firstTradeDate":1277818200,"regularMarketTime":1645218003,"gmtoffset":-18000,"timezone":"EST","exchangeTimezoneName":"America/New_York","regularMarketPrice":856.98,"chartPreviousClose":926.92,"priceHint":2,"currentTradingPeriod":{"pre":{"timezone":"EST","start":1645520400,"end":1645540200,"gmtoffset":-18000},"regular":{"timezone":"EST","start":1645540200,"end":1645563600,"gmtoffset":-18000},"post":{"timezone":"EST","start":1645563600,"end":1645578000,"gmtoffset":-18000}},"dataGranularity":"1d","range":"","validRanges":["1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max"]},"timestamp":[1639665000,1639751400],"indicators":{"quote":[{"high":[994.97998046875,960.6599731445312],"close":[926.9199829101562,932.5700073242188],"open":[994.5,914.77001953125],"volume":[27590500,33479100],"low":[921.8499755859375,909.0399780273438]}],"adjclose":[{"adjclose":[926.9199829101562,932.5700073242188]}]}}],"error":null}}'
+      string: '{"chart":{"result":[{"meta":{"currency":"USD","symbol":"TSLA","exchangeName":"NMS","instrumentType":"EQUITY","firstTradeDate":1277818200,"regularMarketTime":1647441501,"gmtoffset":-14400,"timezone":"EDT","exchangeTimezoneName":"America/New_York","regularMarketPrice":834.395,"chartPreviousClose":926.92,"priceHint":2,"currentTradingPeriod":{"pre":{"timezone":"EDT","start":1647417600,"end":1647437400,"gmtoffset":-14400},"regular":{"timezone":"EDT","start":1647437400,"end":1647460800,"gmtoffset":-14400},"post":{"timezone":"EDT","start":1647460800,"end":1647475200,"gmtoffset":-14400}},"dataGranularity":"1d","range":"","validRanges":["1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max"]},"timestamp":[1639751400],"indicators":{"quote":[{"open":[914.77001953125],"close":[932.5700073242188],"low":[909.0399780273438],"high":[960.6599731445312],"volume":[33479100]}],"adjclose":[{"adjclose":[932.5700073242188]}]}}],"error":null}}'
     headers:
       Age:
-      - '1'
+      - '3'
       Connection:
       - keep-alive
       Expect-CT:
@@ -33,25 +33,25 @@ interactions:
       cache-control:
       - public, max-age=10, stale-while-revalidate=20
       content-length:
-      - '1034'
+      - '939'
       content-type:
       - application/json;charset=utf-8
       date:
-      - Tue, 22 Feb 2022 08:09:06 GMT
+      - Wed, 16 Mar 2022 14:38:22 GMT
       server:
       - ATS
       vary:
       - Origin,Accept-Encoding
       x-envoy-decorator-operation:
-      - finance-chart-api--mtls-production-ir2.finance-k8s.svc.yahoo.local:4080/*
+      - finance-chart-api--mtls-production-bf1.finance-k8s.svc.yahoo.local:4080/*
       x-envoy-upstream-service-time:
-      - '4'
+      - '58'
       x-request-id:
-      - 67ef4d73-f108-4a33-ad9c-5cbaa225b964
+      - 2bd13c15-c0c8-4e81-ae9a-bb1ea5606354
       x-yahoo-request-id:
-      - 9fml999h196h3
+      - 4maj8cph33tiu
       y-rid:
-      - 9fml999h196h3
+      - 4maj8cph33tiu
     status:
       code: 200
       message: OK

tests/gamestonk_terminal/stocks/technical_analysis/test_ta_controller.py

@@ -309,7 +309,7 @@ def test_call_func_expect_queue(expected_queue, func, queue):
                 True,
                 "yf",
             ],
-            dict(),
+            {"weekly": False, "monthly": False},
         ),
         (
             "call_view",

tests/gamestonk_terminal/stocks/test_stocks_helper.py

@@ -1,7 +1,9 @@
 # IMPORTATION STANDARD
 from datetime import datetime
+import os
 
 # IMPORTATION THIRDPARTY
+import pandas as pd
 import pytest
 
 # IMPORTATION INTERNAL
@@ -67,6 +69,49 @@ def test_load(interval, recorder, source):
     recorder.capture(result_df)
 
 
+@pytest.mark.vcr
+@pytest.mark.parametrize(
+    "weekly, monthly",
+    [(True, True), (True, False), (False, True)],
+)
+def test_load_week_or_month(recorder, weekly, monthly):
+    ticker = "AAPL"
+    start = datetime.strptime("2019-12-01", "%Y-%m-%d")
+    end = datetime.strptime("2021-12-02", "%Y-%m-%d")
+    prepost = False
+    result_df = stocks_helper.load(
+        ticker=ticker,
+        start=start,
+        interval=1440,
+        end=end,
+        prepost=prepost,
+        source="yf",
+        weekly=weekly,
+        monthly=monthly,
+    )
+    recorder.capture(result_df)
+
+
+@pytest.mark.vcr
+@pytest.mark.record_stdout
+@pytest.mark.parametrize(
+    "path",
+    ["none", os.path.join(os.path.join("custom_imports", "stocks"), "test.csv")],
+)
+def test_load_custom_output(path):
+    stocks_helper.load_custom(path)
+
+
+@pytest.mark.vcr
+@pytest.mark.parametrize(
+    "path",
+    [os.path.join(os.path.join("custom_imports", "stocks"), "test.csv")],
+)
+def test_load_custom_output_df(path):
+    df = stocks_helper.load_custom(path)
+    assert isinstance(df, pd.DataFrame)
+
+
 @pytest.mark.default_cassette("test_display_candle")
 @pytest.mark.vcr
 @pytest.mark.parametrize(

tests/gamestonk_terminal/stocks/txt/test_stocks_helper/test_load_custom_output[custom_imports/stocks/test.csv].txt

@@ -0,0 +1,3 @@
+Loaded data has columns: Date, Close/Last, Volume, Open, High, Low
+
+Column [blue]Date[/blue] set as index.

tests/gamestonk_terminal/stocks/txt/test_stocks_helper/test_load_custom_output[none].txt

@@ -0,0 +1,2 @@
+[red]File path does not exist.[/red]
+

website/content/terminal/stocks/load/_index.md

@@ -1,5 +1,5 @@
 ```
-usage: load [-t TICKER] [-s START] [-e END] [-i {1,5,15,30,60}] [--source {yf,av,iex}] [-p] [-r {ytd,1y,2y,5y,6m}] [-h]
+usage: load [-t TICKER] [-s START] [-e END] [-i {1,5,15,30,60}] [--source {yf,av,iex}] [-p] [-f {Test.csv}] [-m] [-w] [-r {ytd,1y,2y,5y,6m}] [-h]
 ```
 
 Load a symbol to perform analysis using the string above as a template. Optional arguments and their descriptions are listed below. 
@@ -17,21 +17,33 @@ Certain analytical features, such as VWAP, require the ticker to be loaded as in
 Certain features, such as the Prediction menu, require the symbol to be loaded as daily and not intraday.
 
 ```
+optional arguments:
 optional arguments:
   -t TICKER, --ticker TICKER
                         Stock ticker (default: None)
   -s START, --start START
-                        The starting date (format YYYY-MM-DD) of the stock (default: 2019-02-12)
-  -e END, --end END     The ending date (format YYYY-MM-DD) of the stock (default: 2022-02-16)
+                        The starting date (format YYYY-MM-DD) of the stock (default: 2019-03-12)
+  -e END, --end END     The ending date (format YYYY-MM-DD) of the stock (default: 2022-03-16)
   -i {1,5,15,30,60}, --interval {1,5,15,30,60}
                         Intraday stock minutes (default: 1440)
   --source {yf,av,iex}  Source of historical data. (default: yf)
   -p, --prepost         Pre/After market hours. Only works for 'yf' source, and intraday data (default: False)
+  -f {Test.csv}, --file {Test.csv}
+                        Path to load custom file. (default: None)
+  -m, --monthly         Load monthly data (default: False)
+  -w, --weekly          Load weekly data (default: False)
   -r {ytd,1y,2y,5y,6m}, --iexrange {ytd,1y,2y,5y,6m}
                         Range for using the iexcloud api. Note that longer range requires more tokens in account (default: ytd)
   -h, --help            show this help message (default: False)
+
 ```
 
+Note that loading monthly and weekly data are limited to yahoo finance, and monthly data has displayed issues where 
+older data just downloads as `nan`.
+
+Loading a custom file looks in the folder `custom_imports/stocks` and is currently only designed for csv files.
+
+
 Example:
 ```
 2022 Feb 16, 08:29 (✨) /stocks/ $ load TSLA