Add feature-processor notebooks (#246) (#4276)

* Add feature-processor notebooks (#246)

* Add feature-processor notebooks

* lint the notebook

* minor change

* Add plural form for requirement

* resolve the PR comments

* more cleanups for the nb metadata

* update the notebook to pass CI

* comment out the describe pipeline calls

* Comment another describe

* uncomment all describe calls

* minor improvement

Author: can-sun

sagemaker-featurestore/data/car_data.csv

@@ -0,0 +1,101 @@
+Id,Model,Year,Status,Mileage,Price,MSRP
+96864,6110,2019 Tesla Model 3 Standard Range,2019,Used,"50,412 mi.","$31,924.00",Not specified
+51128,7439,2016 Hyundai Sonata Sport,2016,Used,"97,237 mi.","$13,492.00",Not specified
+85327,4565,2021 Porsche Cayenne GTS,2021,Used,"23,375 mi.","$105,495.00",Not specified
+110510,4758,2020 Volkswagen Passat 2.0T SE,2020,Used,"46,249 mi.","$22,899.00",Not specified
+74498,3836,2023 Mercedes-Benz EQS 450+ EQS 450 4MATIC,2023,New,Not available,"$112,745.00",Not specified
+103711,3787,2023 Toyota Venza LE,2023,New,Not available,"$39,224.00",Not specified
+29375,97,2022 Dodge Challenger R/T Scat Pack,2022,New,Not available,"$62,985.00",Not specified
+41662,2511,2022 Ford F-250 XLT,2022,New,Not available,"$63,500.00","MSRP $64,500"
+60265,8276,2023 INFINITI QX50 Luxe,2023,New,Not available,"$49,100.00",Not specified
+2206,2206,2020 Acura RDX Technology Package,2020,Used,"24,712 mi.","$35,955.00",Not specified
+100010,86,2023 Toyota GR86 Premium,2023,New,Not available,"$35,683.00",$333 price drop
+54283,2294,2019 INFINITI QX50 ESSENTIAL,2019,Used,"34,986 mi.","$29,999.00",Not specified
+30829,1551,2022 Dodge Durango Citadel,2022,New,Not available,"$59,106.00",Not specified
+50828,7139,2023 Hyundai Santa Cruz 2.5T SEL Premium,2023,New,Not available,"$39,385.00","MSRP $39,385"
+85246,4484,2019 Porsche 911 GT3 RS,2019,Used,"4,241 mi.","$254,888.00",Not specified
+114257,8505,2018 Volkswagen Beetle 2.0T S,2018,Used,"46,926 mi.","$25,594.00",Not specified
+34452,5174,2008 Dodge Charger SXT,2008,Used,"133,467 mi.","$6,495.00",Not specified
+68825,8148,2011 Lexus IS-F Base,2011,Used,"36,800 mi.","$54,999.00",Not specified
+99988,64,2023 Toyota Tundra Platinum,2023,New,Not available,"$66,483.00",Not specified
+99824,9070,2023 Tesla Model 3 Base,2023,Used,"2,056 mi.","$45,888.00",Not specified
+103430,3506,2023 Toyota Camry XSE,2023,New,Not available,"$38,246.00",Not specified
+42818,3667,2017 Ford Focus ST Base,2017,Used,"64,421 mi.","$19,900.00",Not specified
+825,825,2020 Acura RDX Technology Package,2020,Used,"57,295 mi.","$31,881.00",Not specified
+98270,7516,2020 Tesla Model 3 Standard Range Plus,2020,Used,"8,817 mi.","$44,900.00",Not specified
+56852,4863,2019 INFINITI Q50 3.0t Signature Edition,2019,Used,"39,621 mi.","$27,500.00",Not specified
+108336,2584,2022 Volkswagen Atlas 3.6L SE w/Technology,2022,New,Not available,"$46,550.00",Not specified
+63813,3136,2021 Lexus RX 350L Premium,2021,Used,"16,560 mi.","$47,987.00","$2,000 price drop"
+100655,731,2023 Toyota Tundra Hybrid Platinum,2023,New,Not available,"$69,346.00",Not specified
+84924,4162,2014 Porsche 911 Carrera,2014,Used,"43,484 mi.","$67,950.00",$550 price drop
+113714,7962,2018 Volkswagen Atlas 3.6L SE,2018,Used,"62,614 mi.","$24,191.00",Not specified
+63736,3059,2018 Lexus RX 350L Premium,2018,Used,"34,918 mi.","$36,995.00",Not specified
+86932,6170,2012 Porsche Panamera 4,2012,Used,"42,986 mi.","$33,995.00",Not specified
+46008,2319,2023 Hyundai Palisade XRT,2023,New,Not available,"$42,470.00",Not specified
+96253,5499,2022 Tesla Model 3 Performance,2022,Used,"16,244 mi.","$49,999.00",Not specified
+6305,6305,2006 Acura TSX Base (A5),2006,Used,"84,825 mi.","$11,450.00",Not specified
+21555,2276,2023 Chevrolet Tahoe RST,2023,New,Not available,"$67,794.00","MSRP $67,295"
+61420,743,2020 Lexus ES 300h Luxury,2020,Used,"27,649 mi.","$44,953.00",Not specified
+32580,3302,2014 Dodge Challenger R/T,2014,Used,"164,569 mi.","$12,995.00",Not specified
+112597,6845,2023 Volkswagen Atlas Cross Sport 3.6L V6 SE w/Technology,2023,New,Not available,"$40,423.00","$3,500 price drop"
+44739,1050,2023 Hyundai Tucson Limited,2023,New,Not available,"$39,510.00","MSRP $39,510"
+83743,2981,2018 Porsche Cayenne Platinum Edition,2018,Used,"37,491 mi.","$39,495.00",Not specified
+59550,7561,2021 INFINITI Q50 3.0t LUXE,2021,Used,"49,667 mi.","$24,995.00",Not specified
+39410,259,2022 Ford Explorer Timberline,2022,New,Not available,"$53,480.00",Not specified
+75383,4721,2022 Mercedes-Benz GLC 300 Base 4MATIC,2022,New,Not available,"$50,260.00","MSRP $50,260"
+35442,6164,2017 Dodge Challenger SXT,2017,Used,"56,467 mi.","$20,503.00",Not specified
+39144,9866,2015 Dodge Durango Limited,2015,Used,"99,683 mi.","$18,399.00","$1,600 price drop"
+103281,3357,2023 Toyota Tacoma SR5,2023,New,Not available,"$33,950.00","MSRP $33,950"
+7780,7780,2023 Acura MDX Advance,2023,New,Not available,"$65,890.00",Not specified
+34843,5565,2019 Dodge Challenger R/T Scat Pack,2019,Used,"38,565 mi.","$44,132.00","$2,368 price drop"
+44389,700,2021 Hyundai Palisade SEL,2021,Used,"11,036 mi.","$41,990.00",Not specified
+68336,7659,2022 Lexus LS 500,2022,New,Not available,"$106,445.00","MSRP $106,445"
+104750,4826,2019 Toyota Highlander LE Plus,2019,Used,"42,300 mi.","$28,500.00","$2,500 price drop"
+3991,3991,2019 Acura RDX Base,2019,Used,"45,362 mi.","$30,998.00","$1,000 price drop"
+82796,2034,2013 Porsche Cayenne Turbo,2013,Used,"73,086 mi.","$33,395.00",$604 price drop
+39509,358,2022 Ford F-350 XL,2022,New,Not available,"$66,790.00",Not specified
+57364,5375,2023 INFINITI QX60 SENSORY,2023,New,Not available,"$65,718.00","MSRP $63,825"
+70829,167,2022 Mercedes-Benz GLE 450 AWD 4MATIC,2022,New,Not available,"$74,260.00","MSRP $74,260"
+49749,6060,2016 Hyundai Genesis 3.8,2016,Used,"74,714 mi.","$23,000.00",Not specified
+81569,807,2022 Porsche 718 Boxster GTS,2022,Porsche Certified,586 mi.,"$113,991.00",Not specified
+3281,3281,2021 Acura TLX Technology,2021,Used,"9,604 mi.","$35,594.00",$619 price drop
+92193,1439,2016 Tesla Model S 75,2016,Used,"55,343 mi.","$34,995.00","$4,000 price drop"
+42775,3624,2022 Ford Escape SE,2022,New,Not available,"$34,690.00",Not specified
+87560,6798,2021 Porsche 718 Cayman GTS 4.0,2021,Used,"3,331 mi.","$115,000.00",Not specified
+69040,8363,2011 Lexus ES 350 Base,2011,Used,"68,332 mi.","$16,940.00",Not specified
+41276,2125,2022 Ford F-350 XL,2022,New,Not available,"$69,630.00",Not specified
+95380,4626,2020 Tesla Model X Long Range,2020,Used,"32,000 mi.","$79,995.00",Not specified
+99894,9140,2018 Tesla Model 3 Long Range,2018,Used,"14,344 mi.","$40,500.00",Not specified
+51927,8238,2021 Hyundai Palisade SE,2021,Used,"58,452 mi.","$31,990.00",Not specified
+9240,9240,2023 Acura Integra A-Spec,2023,New,Not available,"$35,095.00","MSRP $35,095"
+44883,1194,2021 Hyundai Palisade SEL,2021,Used,"32,524 mi.","$36,795.00",Not specified
+89424,8662,2021 Porsche Cayenne S,2021,Used,"18,463 mi.","$89,989.00",Not specified
+83920,3158,2021 Porsche Cayenne AWD,2021,Used,"17,242 mi.","$79,900.00",Not specified
+61322,645,2023 Lexus LX 600 Premium,2023,New,Not available,"$103,150.00","MSRP $103,150"
+110236,4484,2019 Volkswagen Beetle 2.0T S,2019,Used,"20,406 mi.","$21,921.00",Not specified
+88109,7347,2018 Porsche 718 Boxster,2018,Used,"16,141 mi.","$64,990.00",Not specified
+66076,5399,2014 Lexus LS 460 Base,2014,Used,"140,725 mi.","$21,975.00",Not specified
+65897,5220,2019 Lexus UX 200 F-SPORT,2019,Used,"34,362 mi.","$32,998.00",Not specified
+55324,3335,2017 INFINITI Q50 3.0T Premium,2017,Used,"72,174 mi.","$20,997.00",Not specified
+31470,2192,2022 Dodge Durango R/T,2022,New,Not available,"$64,930.00","MSRP $66,275"
+71177,515,2023 Mercedes-Benz GLE 450 AWD 4MATIC,2023,New,Not available,"$82,915.00","MSRP $82,915"
+50393,6704,2017 Hyundai Accent SE,2017,Used,"75,704 mi.","$12,388.00",Not specified
+45609,1920,2022 Hyundai Sonata SEL,2022,Used,821 mi.,"$27,011.00",Not specified
+32524,3246,2022 Dodge Challenger SRT Hellcat,2022,New,Not available,"$85,230.00","MSRP $85,980"
+113644,7892,2023 Volkswagen Atlas Cross Sport 2.0T SEL,2023,New,Not available,"$48,938.00","MSRP $48,938"
+28415,9136,2014 Chevrolet Silverado 1500 LT,2014,Used,"110,316 mi.","$21,660.00",Not specified
+12150,2754,2023 BMW 540 i,2023,New,Not available,"$68,520.00","MSRP $68,520"
+36372,7094,2013 Dodge Charger SE,2013,Used,"125,336 mi.","$9,995.00","$1,000 price drop"
+11948,2552,2018 BMW 320 i xDrive,2018,Used,"53,250 mi.","$23,998.00",Not specified
+76352,5690,2023 Mercedes-Benz Maybach S 580 4MATIC,2023,New,Not available,"$228,850.00","MSRP $228,850"
+91021,267,2021 Tesla Model Y Long Range,2021,Used,"19,859 mi.","$49,000.00","$5,000 price drop"
+58210,6221,2008 INFINITI G35 Journey,2008,Used,"160,591 mi.","$6,900.00",Not specified
+101534,1610,2022 Toyota Tundra Hybrid Platinum,2022,New,Not available,"$72,622.00",Not specified
+54403,2414,2023 INFINITI QX80 PREMIUM SELECT,2023,New,Not available,"$82,010.00","MSRP $84,510"
+90442,9680,2022 Porsche Cayenne,2022,Porsche Certified,"4,137 mi.","$203,995.00",Not specified
+72757,2095,2022 Mercedes-Benz S-Class S 580 4MATIC,2022,New,Not available,"$152,685.00","MSRP $152,685"
+83365,2603,2003 Porsche 911 Turbo,2003,Used,"28,658 mi.","$115,900.00",Not specified
+90060,9298,2019 Porsche Cayenne Base,2019,Used,"32,364 mi.","$54,494.00",Not specified
+53711,1722,2013 INFINITI G37 Journey,2013,Used,"129,963 mi.","$11,995.00",Not specified
+60355,8366,2023 INFINITI QX80 SENSORY,2023,New,Not available,"$87,955.00","MSRP $87,955"
+75909,5247,2023 Mercedes-Benz GLS 450 4MATIC,2023,New,Not available,"$93,645.00","MSRP $93,645"