code: def get_scale_and_category(asset_id):
      conversion_dict = {
          "11pro_SL_TRX_FG": {
              "scale_factor": 0.290936,
              "category": "Shoe",
          },
          "2_of_Jenga_Classic_Game": {
              "scale_factor": 0.292098,
              "category": "Consumer Goods",
          },
          "30_CONSTRUCTION_SET": {
              "scale_factor": 0.26941899999999996,
              "category": "Toys",
          },
          "3D_Dollhouse_Happy_Brother": {
              "scale_factor": 0.0955,
              "category": "Consumer Goods",
          },
          "3D_Dollhouse_Lamp": {
              "scale_factor": 0.166821,
              "category": "Toys",
          },
          "3D_Dollhouse_Refrigerator": {
              "scale_factor": 0.209969,
              "category": "Toys",
          },
          "3D_Dollhouse_Sink": {
              "scale_factor": 0.131078,
              "category": "Toys",
          },
          "3D_Dollhouse_Sofa": {
              "scale_factor": 0.209633,
              "category": "Toys",
          },
          "3D_Dollhouse_Swing": {
              "scale_factor": 0.104819,
              "category": "Toys",
          },
          "3D_Dollhouse_TablePurple": {
              "scale_factor": 0.09798799999999999,
              "category": "Toys",
          },
          "3M_Antislip_Surfacing_Light_Duty_White": {
              "scale_factor": 0.154701,
              "category": "None",
          },
          "3M_Vinyl_Tape_Green_1_x_36_yd": {
              "scale_factor": 0.110786,
              "category": "None",
          },
          "45oz_RAMEKIN_ASST_DEEP_COLORS": {
              "scale_factor": 0.089988,
              "category": "Consumer Goods",
          },
          "50_BLOCKS": {"scale_factor": 0.355794, "category": "Toys"},
          "5_HTP": {
              "scale_factor": 0.08882299999999999,
              "category": "Bottles and Cans and Cups",
          },
          "60_CONSTRUCTION_SET": {
              "scale_factor": 0.343594,
              "category": "Toys",
          },
          "ACE_Coffee_Mug_Kristen_16_oz_cup": {
              "scale_factor": 0.134936,
              "category": "Consumer Goods",
          },
          "ALPHABET_AZ_GRADIENT": {
              "scale_factor": 0.332328,
              "category": "Toys",
          },
          "ALPHABET_AZ_GRADIENT_WQb1ufEycSj": {
              "scale_factor": 0.331944,
              "category": "Toys",
          },
          "AMBERLIGHT_UP_W": {
              "scale_factor": 0.245312,
              "category": "Shoe",
          },
          "ASICS_GEL1140V_WhiteBlackSilver": {
              "scale_factor": 0.280768,
              "category": "Shoe",
          },
          "ASICS_GEL1140V_WhiteRoyalSilver": {
              "scale_factor": 0.28071500000000005,
              "category": "Shoe",
          },
          "ASICS_GELAce_Pro_Pearl_WhitePink": {
              "scale_factor": 0.290163,
              "category": "Shoe",
          },
          "ASICS_GELBlur33_20_GS_BlackWhiteSafety_Orange": {
              "scale_factor": 0.254278,
              "category": "Shoe",
          },
          "ASICS_GELBlur33_20_GS_Flash_YellowHot_PunchSilver": {
              "scale_factor": 0.25366999999999995,
              "category": "Shoe",
          },
          "ASICS_GELChallenger_9_Royal_BlueWhiteBlack": {
              "scale_factor": 0.298461,
              "category": "Shoe",
          },
          "ASICS_GELDirt_Dog_4_SunFlameBlack": {
              "scale_factor": 0.284277,
              "category": "Shoe",
          },
          "ASICS_GELLinksmaster_WhiteCoffeeSand": {
              "scale_factor": 0.299169,
              "category": "Shoe",
          },
          "ASICS_GELLinksmaster_WhiteRasberryGunmetal": {
              "scale_factor": 0.27285000000000004,
              "category": "Shoe",
          },
          "ASICS_GELLinksmaster_WhiteSilverCarolina_Blue": {
              "scale_factor": 0.272868,
              "category": "Shoe",
          },
          "ASICS_GELResolution_5_Flash_YellowBlackSilver": {
              "scale_factor": 0.2993,
              "category": "Shoe",
          },
          "ASICS_GELTour_Lyte_WhiteOrchidSilver": {
              "scale_factor": 0.26630600000000004,
              "category": "Shoe",
          },
          "ASICS_HyperRocketgirl_SP_5_WhiteMalibu_BlueBlack": {
              "scale_factor": 0.24914599999999998,
              "category": "Shoe",
          },
          "ASSORTED_VEGETABLE_SET": {
              "scale_factor": 0.230192,
              "category": "Toys",
          },
          "Adrenaline_GTS_13_Color_DrkDenimWhtBachlorBttnSlvr_Size_50_yfK40TNjq0V": {
              "scale_factor": 0.288056,
              "category": "Shoe",
          },
          "Adrenaline_GTS_13_Color_WhtObsdianBlckOlmpcSlvr_Size_70": {
              "scale_factor": 0.30678300000000003,
              "category": "Shoe",
          },
          "Air_Hogs_Wind_Flyers_Set_Airplane_Red": {
              "scale_factor": 0.272032,
              "category": "None",
          },
          "AllergenFree_JarroDophilus": {
              "scale_factor": 0.095997,
              "category": "Bottles and Cans and Cups",
          },
          "Android_Figure_Chrome": {
              "scale_factor": 0.081451,
              "category": "Consumer Goods",
          },
          "Android_Figure_Orange": {
              "scale_factor": 0.080687,
              "category": "Consumer Goods",
          },
          "Android_Figure_Panda": {
              "scale_factor": 0.075739,
              "category": "Consumer Goods",
          },
          "Android_Lego": {
              "scale_factor": 0.106349,
              "category": "Legos",
          },
          "Animal_Crossing_New_Leaf_Nintendo_3DS_Game": {
              "scale_factor": 0.13718000000000002,
              "category": "Media Cases",
          },
          "Animal_Planet_Foam_2Headed_Dragon": {
              "scale_factor": 0.40190299999999995,
              "category": "Toys",
          },
          "Apples_to_Apples_Kids_Edition": {
              "scale_factor": 0.269371,
              "category": "Consumer Goods",
          },
          "Arm_Hammer_Diaper_Pail_Refills_12_Pack_MFWkmoweejt": {
              "scale_factor": 0.169219,
              "category": "Consumer Goods",
          },
          "Aroma_Stainless_Steel_Milk_Frother_2_Cup": {
              "scale_factor": 0.157677,
              "category": "Consumer Goods",
          },
          "Asus_80211ac_DualBand_Gigabit_Wireless_Router_RTAC68R": {
              "scale_factor": 0.318751,
              "category": "None",
          },
          "Asus_M5A78LMUSB3_Motherboard_Micro_ATX_Socket_AM3": {
              "scale_factor": 0.276686,
              "category": "None",
          },
          "Asus_M5A99FX_PRO_R20_Motherboard_ATX_Socket_AM3": {
              "scale_factor": 0.334631,
              "category": "None",
          },
          "Asus_Sabertooth_990FX_20_Motherboard_ATX_Socket_AM3": {
              "scale_factor": 0.350201,
              "category": "None",
          },
          "Asus_Sabertooth_Z97_MARK_1_Motherboard_ATX_LGA1150_Socket": {
              "scale_factor": 0.350557,
              "category": "None",
          },
          "Asus_X99Deluxe_Motherboard_ATX_LGA2011v3_Socket": {
              "scale_factor": 0.350274,
              "category": "None",
          },
          "Asus_Z87PRO_Motherboard_ATX_LGA1150_Socket": {
              "scale_factor": 0.33416500000000005,
              "category": "None",
          },
          "Asus_Z97AR_LGA_1150_Intel_ATX_Motherboard": {
              "scale_factor": 0.33413499999999996,
              "category": "None",
          },
          "Asus_Z97IPLUS_Motherboard_Mini_ITX_LGA1150_Socket": {
              "scale_factor": 0.231536,
              "category": "None",
          },
          "Avengers_Gamma_Green_Smash_Fists": {
              "scale_factor": 0.360015,
              "category": "Toys",
          },
          "Avengers_Thor_PLlrpYniaeB": {
              "scale_factor": 0.28297300000000003,
              "category": "Action Figures",
          },
          "Azure_Snake_Tieks_Leather_Snake_Print_Ballet_Flats": {
              "scale_factor": 0.242954,
              "category": "Shoe",
          },
          "BABY_CAR": {"scale_factor": 0.096854, "category": "Toys"},
          "BAGEL_WITH_CHEESE": {
              "scale_factor": 0.133645,
              "category": "Toys",
          },
          "BAKING_UTENSILS": {
              "scale_factor": 0.32602400000000004,
              "category": "Toys",
          },
          "BALANCING_CACTUS": {
              "scale_factor": 0.263536,
              "category": "Toys",
          },
          "BATHROOM_CLASSIC": {
              "scale_factor": 0.185214,
              "category": "Toys",
          },
          "BATHROOM_FURNITURE_SET_1": {
              "scale_factor": 0.210252,
              "category": "Toys",
          },
          "BEDROOM_CLASSIC": {
              "scale_factor": 0.314955,
              "category": "Toys",
          },
          "BEDROOM_CLASSIC_Gi22DjScTVS": {
              "scale_factor": 0.343402,
              "category": "Toys",
          },
          "BEDROOM_NEO": {"scale_factor": 0.262714, "category": "Toys"},
          "BIA_Cordon_Bleu_White_Porcelain_Utensil_Holder_900028": {
              "scale_factor": 0.175195,
              "category": "None",
          },
          "BIA_Porcelain_Ramekin_With_Glazed_Rim_35_45_oz_cup": {
              "scale_factor": 0.08867900000000001,
              "category": "None",
          },
          "BIRD_RATTLE": {
              "scale_factor": 0.11119000000000001,
              "category": "Toys",
          },
          "BRAILLE_ALPHABET_AZ": {
              "scale_factor": 0.333027,
              "category": "Toys",
          },
          "BREAKFAST_MENU": {
              "scale_factor": 0.25312999999999997,
              "category": "Toys",
          },
          "BUILD_A_ROBOT": {
              "scale_factor": 0.292531,
              "category": "Toys",
          },
          "BUILD_A_ZOO": {"scale_factor": 0.218314, "category": "Toys"},
          "BUNNY_RACER": {
              "scale_factor": 0.11154800000000001,
              "category": "Toys",
          },
          "BUNNY_RATTLE": {
              "scale_factor": 0.11466300000000001,
              "category": "Toys",
          },
          "Baby_Elements_Stacking_Cups": {
              "scale_factor": 0.346337,
              "category": "None",
          },
          "Balderdash_Game": {
              "scale_factor": 0.268966,
              "category": "Board Games",
          },
          "Beetle_Adventure_Racing_Nintendo_64": {
              "scale_factor": 0.116505,
              "category": "Consumer Goods",
          },
          "Beta_Glucan": {
              "scale_factor": 0.09761600000000001,
              "category": "Bottles and Cans and Cups",
          },
          "Beyonc_Life_is_But_a_Dream_DVD": {
              "scale_factor": 0.188517,
              "category": "Consumer Goods",
          },
          "Bifidus_Balance_FOS": {
              "scale_factor": 0.096467,
              "category": "Bottles and Cans and Cups",
          },
          "Big_Dot_Aqua_Pencil_Case": {
              "scale_factor": 0.208131,
              "category": "Bag",
          },
          "Big_Dot_Pink_Pencil_Case": {
              "scale_factor": 0.21375,
              "category": "Bag",
          },
          "Big_O_Sponges_Assorted_Cellulose_12_pack": {
              "scale_factor": 0.12575399999999998,
              "category": "Consumer Goods",
          },
          "BlackBlack_Nintendo_3DSXL": {
              "scale_factor": 0.15554,
              "category": "None",
          },
          "Black_Decker_CM2035B_12Cup_Thermal_Coffeemaker": {
              "scale_factor": 0.336937,
              "category": "None",
          },
          "Black_Decker_Stainless_Steel_Toaster_4_Slice": {
              "scale_factor": 0.318299,
              "category": "None",
          },
          "Black_Elderberry_Syrup_54_oz_Gaia_Herbs": {
              "scale_factor": 0.145106,
              "category": "Consumer Goods",
          },
          "Black_Forest_Fruit_Snacks_28_Pack_Grape": {
              "scale_factor": 0.257416,
              "category": "Consumer Goods",
          },
          "Black_Forest_Fruit_Snacks_Juicy_Filled_Centers_10_pouches_9_oz_total": {
              "scale_factor": 0.212087,
              "category": "Consumer Goods",
          },
          "Black_and_Decker_PBJ2000_FusionBlade_Blender_Jars": {
              "scale_factor": 0.299714,
              "category": "None",
          },
          "Black_and_Decker_TR3500SD_2Slice_Toaster": {
              "scale_factor": 0.295277,
              "category": "None",
          },
          "Blackcurrant_Lutein": {
              "scale_factor": 0.097312,
              "category": "Bottles and Cans and Cups",
          },
          "BlueBlack_Nintendo_3DSXL": {
              "scale_factor": 0.156599,
              "category": "None",
          },
          "Blue_Jasmine_Includes_Digital_Copy_UltraViolet_DVD": {
              "scale_factor": 0.192975,
              "category": "Media Cases",
          },
          "Borage_GLA240Gamma_Tocopherol": {
              "scale_factor": 0.11094899999999999,
              "category": "Bottles and Cans and Cups",
          },
          "Bradshaw_International_11642_7_Qt_MP_Plastic_Bowl": {
              "scale_factor": 0.28509,
              "category": "None",
          },
          "Breyer_Horse_Of_The_Year_2015": {
              "scale_factor": 0.23114099999999999,
              "category": "None",
          },
          "Brisk_Iced_Tea_Lemon_12_12_fl_oz_355_ml_cans_144_fl_oz_426_lt": {
              "scale_factor": 0.40285,
              "category": "Consumer Goods",
          },
          "Brother_Ink_Cartridge_Magenta_LC75M": {
              "scale_factor": 0.14715899999999998,
              "category": "Consumer Goods",
          },
          "Brother_LC_1053PKS_Ink_Cartridge_CyanMagentaYellow_1pack": {
              "scale_factor": 0.14492,
              "category": "Consumer Goods",
          },
          "Brother_Printing_Cartridge_PC501": {
              "scale_factor": 0.25587499999999996,
              "category": "Consumer Goods",
          },
          "CARSII": {"scale_factor": 0.122813, "category": "Toys"},
          "CAR_CARRIER_TRAIN": {
              "scale_factor": 0.22295399999999999,
              "category": "Toys",
          },
          "CASTLE_BLOCKS": {
              "scale_factor": 0.302403,
              "category": "Toys",
          },
          "CHICKEN_NESTING": {
              "scale_factor": 0.19498900000000002,
              "category": "Toys",
          },
          "CHICKEN_RACER": {
              "scale_factor": 0.099457,
              "category": "Toys",
          },
          "CHILDRENS_ROOM_NEO": {
              "scale_factor": 0.2017,
              "category": "Toys",
          },
          "CHILDREN_BEDROOM_CLASSIC": {
              "scale_factor": 0.224682,
              "category": "Toys",
          },
          "CITY_TAXI_POLICE_CAR": {
              "scale_factor": 0.126338,
              "category": "Toys",
          },
          "CLIMACOOL_BOAT_BREEZE_IE6CyqSaDwN": {
              "scale_factor": 0.293272,
              "category": "Shoe",
          },
          "COAST_GUARD_BOAT": {
              "scale_factor": 0.116176,
              "category": "Toys",
          },
          "CONE_SORTING": {
              "scale_factor": 0.269663,
              "category": "Toys",
          },
          "CONE_SORTING_kg5fbARBwts": {
              "scale_factor": 0.390906,
              "category": "Toys",
          },
          "CREATIVE_BLOCKS_35_MM": {
              "scale_factor": 0.281776,
              "category": "Toys",
          },
          "California_Navy_Tieks_Italian_Leather_Ballet_Flats": {
              "scale_factor": 0.24167100000000002,
              "category": "Shoe",
          },
          "Calphalon_Kitchen_Essentials_12_Cast_Iron_Fry_Pan_Black": {
              "scale_factor": 0.323628,
              "category": "None",
          },
          "Canon_225226_Ink_Cartridges_BlackColor_Cyan_Magenta_Yellow_6_count": {
              "scale_factor": 0.169147,
              "category": "Consumer Goods",
          },
          "Canon_Ink_Cartridge_Green_6": {
              "scale_factor": 0.146077,
              "category": "Consumer Goods",
          },
          "Canon_Pixma_Chromalife_100_Magenta_8": {
              "scale_factor": 0.11405399999999999,
              "category": "Consumer Goods",
          },
          "Canon_Pixma_Ink_Cartridge_251_M": {
              "scale_factor": 0.111867,
              "category": "Consumer Goods",
          },
          "Canon_Pixma_Ink_Cartridge_8": {
              "scale_factor": 0.11460300000000001,
              "category": "Consumer Goods",
          },
          "Canon_Pixma_Ink_Cartridge_8_Green": {
              "scale_factor": 0.114856,
              "category": "Consumer Goods",
          },
          "Canon_Pixma_Ink_Cartridge_8_Red": {
              "scale_factor": 0.11458399999999999,
              "category": "Consumer Goods",
          },
          "Canon_Pixma_Ink_Cartridge_Cyan_251": {
              "scale_factor": 0.111039,
              "category": "Consumer Goods",
          },
          "Cascadia_8_Color_AquariusHibscsBearingSeaBlk_Size_50": {
              "scale_factor": 0.254417,
              "category": "Shoe",
          },
          "Central_Garden_Flower_Pot_Goo_425": {
              "scale_factor": 0.115311,
              "category": "Consumer Goods",
          },
          "Chef_Style_Round_Cake_Pan_9_inch_pan": {
              "scale_factor": 0.246,
              "category": "None",
          },
          "Chefmate_8_Frypan": {
              "scale_factor": 0.35577499999999995,
              "category": "None",
          },
          "Chelsea_BlkHeelPMP_DwxLtZNxLZZ": {
              "scale_factor": 0.24076000000000003,
              "category": "Shoe",
          },
          "Chelsea_lo_fl_rdheel_nQ0LPNF1oMw": {
              "scale_factor": 0.256529,
              "category": "Shoe",
          },
          "Chelsea_lo_fl_rdheel_zAQrnhlEfw8": {
              "scale_factor": 0.256361,
              "category": "Shoe",
          },
          "Circo_Fish_Toothbrush_Holder_14995988": {
              "scale_factor": 0.154691,
              "category": "Consumer Goods",
          },
          "ClimaCool_Aerate_2_W_Wide": {
              "scale_factor": 0.268432,
              "category": "Shoe",
          },
          "Clorox_Premium_Choice_Gloves_SM_1_pair": {
              "scale_factor": 0.326326,
              "category": "None",
          },
          "Closetmaid_Premium_Fabric_Cube_Red": {
              "scale_factor": 0.32167,
              "category": "None",
          },
          "Clue_Board_Game_Classic_Edition": {
              "scale_factor": 0.496927,
              "category": "Board Games",
          },
          "CoQ10": {
              "scale_factor": 0.084399,
              "category": "Bottles and Cans and Cups",
          },
          "CoQ10_BjTLbuRVt1t": {
              "scale_factor": 0.083729,
              "category": "Bottles and Cans and Cups",
          },
          "CoQ10_wSSVoxVppVD": {
              "scale_factor": 0.08402000000000001,
              "category": "Bottles and Cans and Cups",
          },
          "Cole_Hardware_Antislip_Surfacing_Material_White": {
              "scale_factor": 0.154879,
              "category": "None",
          },
          "Cole_Hardware_Antislip_Surfacing_White_2_x_60": {
              "scale_factor": 0.157827,
              "category": "None",
          },
          "Cole_Hardware_Bowl_Scirocco_YellowBlue": {
              "scale_factor": 0.114898,
              "category": "None",
          },
          "Cole_Hardware_Butter_Dish_Square_Red": {
              "scale_factor": 0.115217,
              "category": "Consumer Goods",
          },
          "Cole_Hardware_Deep_Bowl_Good_Earth_1075": {
              "scale_factor": 0.284281,
              "category": "None",
          },
          "Cole_Hardware_Dishtowel_Blue": {
              "scale_factor": 0.23432399999999998,
              "category": "None",
          },
          "Cole_Hardware_Dishtowel_BlueWhite": {
              "scale_factor": 0.235778,
              "category": "None",
          },
          "Cole_Hardware_Dishtowel_Multicolors": {
              "scale_factor": 0.24363599999999996,
              "category": "None",
          },
          "Cole_Hardware_Dishtowel_Red": {
              "scale_factor": 0.236506,
              "category": "None",
          },
          "Cole_Hardware_Dishtowel_Stripe": {
              "scale_factor": 0.234402,
              "category": "None",
          },
          "Cole_Hardware_Electric_Pot_Assortment_55": {
              "scale_factor": 0.142984,
              "category": "None",
          },
          "Cole_Hardware_Electric_Pot_Cabana_55": {
              "scale_factor": 0.141934,
              "category": "None",
          },
          "Cole_Hardware_Flower_Pot_1025": {
              "scale_factor": 0.249862,
              "category": "None",
          },
          "Cole_Hardware_Hammer_Black": {
              "scale_factor": 0.291707,
              "category": "None",
          },
          "Cole_Hardware_Mini_Honey_Dipper": {
              "scale_factor": 0.11050700000000001,
              "category": "Consumer Goods",
          },
          "Cole_Hardware_Mug_Classic_Blue": {
              "scale_factor": 0.165662,
              "category": "None",
          },
          "Cole_Hardware_Orchid_Pot_85": {
              "scale_factor": 0.21143299999999998,
              "category": "None",
          },
          "Cole_Hardware_Plant_Saucer_Brown_125": {
              "scale_factor": 0.310668,
              "category": "None",
          },
          "Cole_Hardware_Plant_Saucer_Glazed_9": {
              "scale_factor": 0.228736,
              "category": "None",
          },
          "Cole_Hardware_Saucer_Electric": {
              "scale_factor": 0.124293,
              "category": "None",
          },
          "Cole_Hardware_Saucer_Glazed_6": {
              "scale_factor": 0.15989799999999998,
              "category": "None",
          },
          "Cole_Hardware_School_Bell_Solid_Brass_38": {
              "scale_factor": 0.15964899999999999,
              "category": "Consumer Goods",
          },
          "Colton_Wntr_Chukka_y4jO0I8JQFW": {
              "scale_factor": 0.32694599999999996,
              "category": "Shoe",
          },
          "Connect_4_Launchers": {
              "scale_factor": 0.275444,
              "category": "Board Games",
          },
          "Cootie_Game": {
              "scale_factor": 0.341183,
              "category": "Consumer Goods",
          },
          "Cootie_Game_tDhURNbfU5J": {
              "scale_factor": 0.269659,
              "category": "Consumer Goods",
          },
          "Copperhead_Snake_Tieks_Brown_Snake_Print_Ballet_Flats": {
              "scale_factor": 0.24607,
              "category": "Shoe",
          },
          "Corningware_CW_by_Corningware_3qt_Oblong_Casserole_Dish_Blue": {
              "scale_factor": 0.368499,
              "category": "None",
          },
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          "Womens_Betty_Chukka_Boot_in_Navy_Jersey_Sequin_y0SsHk7dKUX": {
              "scale_factor": 0.24833,
              "category": "Shoe",
          },
          "Womens_Betty_Chukka_Boot_in_Navy_aEE8OqvMII4": {
              "scale_factor": 0.247898,
              "category": "Shoe",
          },
          "Womens_Betty_Chukka_Boot_in_Salt_Washed_Red_AL2YrOt9CRy": {
              "scale_factor": 0.24735100000000002,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Brown_Deerskin_JJ2pfEHTZG7": {
              "scale_factor": 0.288696,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Brown_Deerskin_i1TgjjO0AKY": {
              "scale_factor": 0.249106,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Linen_Natural_Sparkle_Suede_kqi81aojcOR": {
              "scale_factor": 0.249767,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Linen_Natural_Sparkle_Suede_w34KNQ41csH": {
              "scale_factor": 0.249619,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Linen_Oat": {
              "scale_factor": 0.24344500000000002,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Linen_Oat_IbrSyJdpT3h": {
              "scale_factor": 0.24718600000000002,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Linen_Oat_niKJKeWsmxY": {
              "scale_factor": 0.247365,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_Tan": {
              "scale_factor": 0.24929199999999999,
              "category": "Shoe",
          },
          "Womens_Bluefish_2Eye_Boat_Shoe_in_White_Tumbled_YG44xIePRHw": {
              "scale_factor": 0.250698,
              "category": "Bottles and Cans and Cups",
          },
          "Womens_Canvas_Bahama_in_Black": {
              "scale_factor": 0.243251,
              "category": "Shoe",
          },
          "Womens_Canvas_Bahama_in_Black_vnJULsDVyq5": {
              "scale_factor": 0.24368599999999999,
              "category": "Shoe",
          },
          "Womens_Canvas_Bahama_in_White_4UyOhP6rYGO": {
              "scale_factor": 0.244785,
              "category": "Shoe",
          },
          "Womens_Canvas_Bahama_in_White_UfZPHGQpvz0": {
              "scale_factor": 0.244118,
              "category": "Shoe",
          },
          "Womens_Cloud_Logo_Authentic_Original_Boat_Shoe_in_Black_Supersoft_8LigQYwf4gr": {
              "scale_factor": 0.24718400000000001,
              "category": "Shoe",
          },
          "Womens_Cloud_Logo_Authentic_Original_Boat_Shoe_in_Black_Supersoft_cZR022qFI4k": {
              "scale_factor": 0.248062,
              "category": "Shoe",
          },
          "Womens_Hikerfish_Boot_in_Black_Leopard_bVSNY1Le1sm": {
              "scale_factor": 0.248063,
              "category": "Shoe",
          },
          "Womens_Hikerfish_Boot_in_Black_Leopard_ridcCWsv8rW": {
              "scale_factor": 0.24433700000000003,
              "category": "Shoe",
          },
          "Womens_Hikerfish_Boot_in_Linen_Leather_Sparkle_Suede_QktIyAkonrU": {
              "scale_factor": 0.24893,
              "category": "Shoe",
          },
          "Womens_Hikerfish_Boot_in_Linen_Leather_Sparkle_Suede_imlP8VkwqIH": {
              "scale_factor": 0.24850699999999998,
              "category": "Shoe",
          },
          "Womens_Multi_13": {
              "scale_factor": 0.11321300000000001,
              "category": "Bottles and Cans and Cups",
          },
          "Womens_Sequin_Bahama_in_White_Sequin_V9K1hf24Oxe": {
              "scale_factor": 0.249057,
              "category": "Shoe",
          },
          "Womens_Sequin_Bahama_in_White_Sequin_XoR8xTlxj1g": {
              "scale_factor": 0.244704,
              "category": "Shoe",
          },
          "Womens_Sequin_Bahama_in_White_Sequin_yGVsSA4tOwJ": {
              "scale_factor": 0.246659,
              "category": "Shoe",
          },
          "Womens_Sparkle_Suede_Angelfish_in_Grey_Sparkle_Suede_Silver": {
              "scale_factor": 0.23909,
              "category": "Shoe",
          },
          "Womens_Sparkle_Suede_Bahama_in_Silver_Sparkle_Suede_Grey_Patent_tYrIBLMhSTN": {
              "scale_factor": 0.248572,
              "category": "Shoe",
          },
          "Womens_Sparkle_Suede_Bahama_in_Silver_Sparkle_Suede_Grey_Patent_x9rclU7EJXx": {
              "scale_factor": 0.24841000000000002,
              "category": "Shoe",
          },
          "Womens_Suede_Bahama_in_Graphite_Suede_cUAjIMhWSO9": {
              "scale_factor": 0.255043,
              "category": "Shoe",
          },
          "Womens_Suede_Bahama_in_Graphite_Suede_p1KUwoWbw7R": {
              "scale_factor": 0.29468,
              "category": "Shoe",
          },
          "Womens_Suede_Bahama_in_Graphite_Suede_t22AJSRjBOX": {
              "scale_factor": 0.255688,
              "category": "Shoe",
          },
          "Womens_Teva_Capistrano_Bootie": {
              "scale_factor": 0.29047,
              "category": "Shoe",
          },
          "Womens_Teva_Capistrano_Bootie_ldjRT9yZ5Ht": {
              "scale_factor": 0.292652,
              "category": "Shoe",
          },
          "Wooden_ABC_123_Blocks_50_pack": {
              "scale_factor": 0.213881,
              "category": "Toys",
          },
          "Wrigley_Orbit_Mint_Variety_18_Count": {
              "scale_factor": 0.22901300000000002,
              "category": "Consumer Goods",
          },
          "Xyli_Pure_Xylitol": {
              "scale_factor": 0.14713199999999999,
              "category": "Bottles and Cans and Cups",
          },
          "YumYum_D3_Liquid": {
              "scale_factor": 0.100074,
              "category": "Consumer Goods",
          },
          "ZX700_lYiwcTIekXk": {
              "scale_factor": 0.293759,
              "category": "Shoe",
          },
          "ZX700_mf9Pc06uL06": {
              "scale_factor": 0.29282600000000003,
              "category": "Shoe",
          },
          "ZX700_mzGbdP3u6JB": {
              "scale_factor": 0.291769,
              "category": "Shoe",
          },
          "ZigKick_Hoops": {
              "scale_factor": 0.279158,
              "category": "Shoe",
          },
          "adiZero_Slide_2_SC": {
              "scale_factor": 0.29115,
              "category": "Shoe",
          },
          "adistar_boost_m": {
              "scale_factor": 0.30469199999999996,
              "category": "Shoe",
          },
          "adizero_5Tool_25": {
              "scale_factor": 0.289979,
              "category": "Shoe",
          },
          "adizero_F50_TRX_FG_LEA": {
              "scale_factor": 0.281507,
              "category": "Shoe",
          },
      }
      result = conversion_dict[asset_id]
      return result["scale_factor"], result["category"]
  
imports: import dataclasses
  import json
  import logging
  import imageio
  import numpy
  import png
  import tensorflow
  import tensorflow_datasets.public_api
  from typing import List, Dict, Union
label_desc: Use image node_id 16 for calling a global function with example usage: get_scale_and_category(asset_id) and returns: result,  result