I would like to see ...
', widget=widgets.RadioSelect) shoeorder = models.StringField() shoeratings = models.StringField() shoepairs = models.StringField() thisround_shoepair = models.StringField() choice = models.IntegerField() lastdwell = models.IntegerField() dectime_end = models.FloatField() dectime = models.FloatField() scrolltime = models.FloatField() time_startscrolling = models.FloatField() time_endscrolling = models.FloatField() x = models.StringField() y = models.StringField() psiL = models.FloatField() psiR = models.FloatField() thisround_shoe1rating = models.IntegerField() thisround_shoe2rating = models.IntegerField() thisround_valuedifference = models.IntegerField() ismobile_touchstart = models.IntegerField(blank=True, initial=0) screenwidth = models.StringField(blank=True, initial='') screenheight = models.StringField(blank=True, initial='') dwelltimeL = models.FloatField() dwelltimeR = models.FloatField() switchesLR = models.IntegerField() switchesRL = models.IntegerField() xdist = models.FloatField() def watchid(player: Player): malewatches = ['watch-collection-flagship-heritage-l4-815-4-52-2-1726053625-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-815-4-52-2-1726053625-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-99-6-1726058741-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-50-7-1726058723-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-50-7-1726058723-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-90-7-1726058741-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-06-6-1726058739-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-96-6-1726058752-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-32-9-1726058719-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-06-6-1726058081-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-843-4-93-2-1726058079-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-919-4-92-0-1726057243-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-919-4-92-6-1726055254-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-782-4-06-9-1726055300-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-782-4-06-6-1726055299-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-909-4-97-6-1726055251-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-909-4-97-0-1726057241-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-909-4-77-6-1726055248-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-909-4-77-3-1726057239-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-815-4-62-2-1726053626-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-815-4-02-2-1726053625-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-815-4-78-2-1726058068-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-815-4-92-2-1726058069-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-815-4-72-2-1726058067-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-755-4-51-6-1726057322-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-90-2-1726058138-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-1-53-6-1726058753-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-1-53-6-1726058753-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-5-53-6-1726058054-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-5-53-6-1726058054-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-5-53-2-1726058053-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-5-53-2-1726058053-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-4-63-6-1726058050-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-4-63-6-1726058050-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-4-63-2-1726058049-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-4-93-6-1726058052-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-5-53-2-1726058754-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-5-59-2-1726058754-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-4-53-6-1726058016-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-4-53-2-1726058015-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-4-93-6-1726058019-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-4-93-2-1726058018-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-781-4-96-6-1726055166-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-781-4-96-9-1726055167-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-781-4-56-6-1726057312-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-780-4-56-9-1726056419-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-781-4-05-6-1726058027-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-781-4-05-2-1726058026-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-890-4-96-6-1726058153-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-890-4-96-9-1726058154-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-890-4-56-6-1726058152-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-890-4-56-9-1726058153-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-890-4-06-6-1726058151-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-06-2-1726058115-thumbnail.png?w=2400', 'watch-collection-conquest-l3-830-4-02-6-1726058046-thumbnail.png?w=2400', 'watch-collection-conquest-l3-830-4-02-6-1726058046-thumbnail.png?w=2400', 'watch-collection-conquest-l3-830-4-92-6-1726058031-thumbnail.png?w=2400', 'watch-collection-conquest-l3-830-4-92-6-1726058031-thumbnail.png?w=2400', 'watch-collection-conquest-l3-830-4-52-6-1726058028-thumbnail.png?w=2400', 'watch-collection-conquest-l3-830-4-52-6-1726058028-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-32-6-1726058071-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-32-6-1726058071-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-02-6-1726058177-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-91-2-1726058145-thumbnail.png?w=2400', 'watch-collection-ultra-chron-l2-836-4-52-6-1726057409-thumbnail.png?w=2400', 'watch-collection-ultra-chron-l2-836-4-52-2-1726057408-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-90-2-1726057336-thumbnail.png?w=2400', 'watch-collection-longines-pilot-majetek-l2-838-1-53-2-1726058746-thumbnail.png?w=2400', 'watch-collection-longines-pilot-majetek-l2-838-4-53-0-1726058011-thumbnail.png?w=2400', 'watch-collection-longines-pilot-majetek-l2-838-4-53-8-1726058012-thumbnail.png?w=2400', 'watch-collection-longines-pilot-majetek-l2-838-4-53-2-1726058012-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-4-73-2-1726057985-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-71-2-1726058076-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-78-3-1726057220-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-919-4-78-3-1726057246-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-909-4-92-6-1726055250-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-648-4-78-2-1726058142-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-648-4-62-2-1726058141-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-648-4-52-2-1727115413-thumbnail.png?w=2400', 'watch-collection-flagship-heritage-l4-795-4-78-2-1726055044-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-649-4-72-2-1726058131-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-649-4-52-2-1726058111-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-72-7-1726058760-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-72-7-1726058760-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-70-7-1726058759-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-70-7-1726058759-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-70-2-1726058758-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-70-2-1726058758-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-98-9-1726058745-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-98-9-1726058745-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-02-9-1726058745-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-908-4-51-6-1726055371-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-98-6-1726058720-thumbnail.png?w=2400', 'watch-collection-conquest-l3-720-4-92-6-1726058196-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-793-5-72-2-1726058776-thumbnail.png?w=2400', 'watch-collection-conquest-l3-720-4-62-6-1726058195-thumbnail.png?w=2400', 'watch-collection-conquest-l3-720-4-52-6-1726058195-thumbnail.png?w=2400', 'watch-collection-conquest-l3-720-4-02-6-1726058194-thumbnail.png?w=2400', 'watch-collection-conquest-l3-720-4-72-6-1726058177-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-844-8-71-2-1726058147-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-844-6-71-2-1726058146-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-755-2-11-7-1726055034-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-755-4-11-2-1726055034-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-764-4-50-0-1726058135-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-650-4-72-2-1726058132-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-1-53-2-1726058130-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-821-1-53-6-1726058128-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-66-2-1726058117-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-56-9-1726058116-thumbnail.png?w=2400', 'watch-collection-conquest-heritage-l1-650-4-52-2-1726058112-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-843-4-73-2-1726058110-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-843-4-73-2-1726058110-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-71-6-1726058095-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-71-6-1726058095-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-61-6-1726058094-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-61-6-1726058094-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-61-2-1726058093-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-773-4-61-2-1726058093-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-673-4-61-6-1726058092-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-673-4-61-2-1726058091-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-72-6-1726058088-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-755-2-11-2-1726055033-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-673-4-71-6-1726058087-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-96-9-1726058086-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-96-6-1726058084-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-66-6-1726058083-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-790-4-56-6-1726058082-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-843-4-63-2-1726058077-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-673-4-71-2-1726058075-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-92-6-1726058073-thumbnail.png?w=2400', 'watch-collection-conquest-l3-835-4-52-6-1726058072-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-812-5-53-9-1726058059-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-812-5-53-6-1726058058-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-812-5-53-2-1726058057-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-5-53-9-1726058055-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-4-93-2-1726058051-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-802-4-53-6-1726058048-thumbnail.png?w=2400'] # remove duplicates malewatches = list(set(malewatches)) # use the first 111 malewatches = malewatches[0:111] #malewatches = malewatches[0:10] femalewatches = ['watch-collection-conquest-l3-430-5-72-9-1726058175-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-5-72-9-1726058175-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-4-99-6-1726058717-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-4-99-6-1726058717-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-4-92-6-1726058716-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-4-92-6-1726058716-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-4-02-6-1726058714-thumbnail.png?w=2400', 'watch-collection-conquest-l3-430-4-02-6-1726058714-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-410-4-53-6-1726056383-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-410-4-63-6-1726057202-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-410-4-53-0-1726056382-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-80-0-1726055151-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-410-4-63-2-1726056384-thumbnail.png?w=2400', 'watch-collection-longines-spirit-l3-410-4-93-6-1726056386-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-40-2-1726057335-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-50-0-1726055147-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-30-2-1726057284-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-4-71-4-1726055436-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-90-2-1726057336-thumbnail.png?w=2400', 'watch-collection-longines-legend-diver-l3-374-4-50-6-1726055148-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-780-4-96-6-1726056421-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-4-11-6-1726055291-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-780-4-96-9-1726056422-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-4-93-6-1726055305-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-780-4-56-9-1726056419-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-5-71-7-1726055102-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-128-4-77-6-1726054809-thumbnail.png?w=2400', 'watch-collection-hydroconquest-l3-780-4-56-6-1726056418-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-5-79-7-1726055103-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-5-79-7-1726055103-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-128-4-78-3-1726057203-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-128-4-78-3-1726057203-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-0-71-7-1726057333-thumbnail.png?w=2400', 'watch-collection-longines-dolcevita-l5-512-0-71-7-1726057333-thumbnail.png?w=2400', 'watch-collection-conquest-l3-377-4-58-6-1726054903-thumbnail.png?w=2400', 'watch-collection-conquest-l3-377-4-58-6-1726054903-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-128-4-78-6-1726054810-thumbnail.png?w=2400', 'watch-collection-conquest-l3-376-3-87-7-1726055326-thumbnail.png?w=2400', 'watch-collection-longines-primaluna-l8-116-4-87-6-1726057314-thumbnail.png?w=2400', 'watch-collection-longines-master-collection-l2-128-4-87-6-1726054811-thumbnail.png?w=2400', 'watch-collection-flagship-l4-974-4-12-6-1726055208-thumbnail.png?w=2400', 'watch-collection-conquest-l3-376-4-76-6-1726054901-thumbnail.png?w=2400', 'watch-collection-conquest-l3-376-4-96-6-1726055153-thumbnail.png?w=2400', 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'watch-collection-record-l2-321-0-87-6-1726054839-thumbnail.png?w=2400', 'watch-collection-record-l2-321-4-11-2-1726054839-thumbnail.png?w=2400', 'watch-collection-record-l2-321-4-11-6-1726054840-thumbnail.png?w=2400', 'watch-collection-record-l2-321-4-87-6-1726054842-thumbnail.png?w=2400', 'watch-collection-record-l2-321-4-96-6-1726054842-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-1-91-2-1726054944-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-1-91-7-1726054944-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-1-97-7-1726054946-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-1-97-8-1726054947-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-2-11-2-1726054948-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-2-11-7-1726054949-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-2-11-8-1726054949-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-2-87-7-1726054950-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-2-87-8-1726054951-thumbnail.png?w=2400', 'watch-collection-la-grande-classique-de-longines-l4-209-4-11-2-1726054952-thumbnail.png?w=2400'] # remove duplicates femalewatches = list(set(femalewatches)) # use the first 111 femalewatches = femalewatches[0:111] if player.in_round(1).gender == 'male': return malewatches else: return femalewatches class MobileCheck(Page): form_model = 'player' form_fields = ['ismobile_touchstart', 'screenwidth', 'screenheight'] @staticmethod def is_displayed(player: Player): return player.round_number == 1 @staticmethod def vars_for_template(player: Player): session = player.session return dict( pilot = session.config['pilot'] ) class Information(Page): form_model = 'player' form_fields = ['prolificcode'] @staticmethod def is_displayed(player: Player): return player.round_number == 1 class Instructions(Page): form_model = 'player' form_fields = ['gender'] @staticmethod def is_displayed(player: Player): return player.round_number == 1 @staticmethod def before_next_page(player: Player, timeout_happened): ### # Randomise the order of products ## import random malewatches = watchid(player) random.shuffle(malewatches) femalewatches = watchid(player) random.shuffle(femalewatches) # represent the list as a big string in player.shoeorder, using indices of the original list given by watchid(player) if player.gender == 'male': watchlist = "[" for i in range(len(malewatches)): watchlist += str(watchid(player).index(malewatches[i])) + ',' watchlist = watchlist[:-1] watchlist = watchlist + "]" player.shoeorder = watchlist else: watchlist = "[" for i in range(len(femalewatches)): watchlist += str(watchid(player).index(femalewatches[i])) + ',' watchlist = watchlist[:-1] watchlist = watchlist + "]" player.shoeorder = watchlist class Preference(Page): form_model = 'player' form_fields = ['shoeratings'] @staticmethod def is_displayed(player: Player): return player.round_number == 1 @staticmethod def vars_for_template(player: Player): import ast shoeorder = ast.literal_eval(player.shoeorder) divs = '' for i in range(len(shoeorder)): #divs += 'shoe' + str(i) + ': ' + # used for testing divs += '' return dict( divs = divs, shoeorder = shoeorder ) @staticmethod def js_vars(player: Player): import ast shoeorder = ast.literal_eval(player.shoeorder) imagelist = ['https://api.ecom.longines.com/media/catalog/product/w/a/' + watchid(player)[x] for x in shoeorder] return dict( numberofshoes = len(shoeorder), shoeorder = shoeorder, imagelist = imagelist ) @staticmethod def before_next_page(player: Player, timeout_happened): ### # Here the pairs are created based on preference ratings ### import random import ast shoeorder = ast.literal_eval(player.shoeorder) shoeratings = ast.literal_eval(player.shoeratings) ### # PHILIASTIDES & RATCLIFF: CONTINUUM OF DIFFERENCE RATINGS, VALUES BETWEEN -3 TO 3, # WHO HAD 50 TRIALS PER DIFFERENCE RATING = TOTAL 350 PAIRS FOR EACH BLOCK (700 TRIALS) # make two long shoelists as pair candidates shoelist1 = [] shoelist2 = [] for i in range(len(shoeorder)): shoelist1 += [shoeorder[i]] * (len(shoeorder)-1) shoelist2 += [x for x in shoeorder if x != shoeorder[i]] # calculate value differences in these long shoelists valuediff = [] for i in range(len(shoelist1)): shoe1rating = shoeratings[shoeorder.index(shoelist1[i])] # rating of shoe in shoelist1 shoe2rating = shoeratings[shoeorder.index(shoelist2[i])] # rating of shoe in shoelist1 # value difference shoe1 - shoe2 valuediff.append(shoe1rating - shoe2rating) # create a long pair list # NOTE: 105 PAIRS WILL BE FORMED, SO 105 IS THE MAXIMUM POSSIBLE NUMBER OF ROUNDS # BELOW HAS CHANGED 9/10/2024: 15 REPLACD BY 20 longpairs = [] for i in range(len(shoelist1)): longpairs.append([shoelist1[i],shoelist2[i]]) # then choose 20*7=140 values uniformly from the valuediff list to form the final pairings # do not use value differences < -3 or > 3 shoepairs = [] for diff in range(-3,4): indices = [i for i in range(len(valuediff)) if valuediff[i] == diff] longpairs_diff = [longpairs[i] for i in indices] if len(longpairs_diff) >= 20: shoepairs += random.sample(longpairs_diff, 20) # sample without replacement elif len(longpairs_diff) > 0: shoepairs += random.choices(longpairs_diff, k=20) # if there are less than 20, sample with replacement else: shoepairs += [] # if there are no longpairs with a specific value difference, then this will remain shorter # in an exceptional case add pairs so that total number of shoepairs is 20*7 if len(shoepairs) < 20*7: shoepairs += random.choices(longpairs, k=(20*7 - len(shoepairs))) # randomise the order of shoepairs presented during the study random.shuffle(shoepairs) # the pair for each shoe can now be found in this variable: player.in_round(1).shoepairs player.shoepairs = str(shoepairs) class Instructions2(Page): form_model = 'player' @staticmethod def is_displayed(player: Player): return player.round_number == 1 class PreDecision(Page): form_model = 'player' timeout_seconds = 1 @staticmethod def before_next_page(player: Player, timeout_happened): # Determine the pair of shoes for this round and calculate their ratings and valuedifference import ast shoepairs = ast.literal_eval(player.in_round(1).shoepairs) thisround_shoepair = shoepairs[player.round_number-1] shoeorder = ast.literal_eval(player.in_round(1).shoeorder) shoeratings = ast.literal_eval(player.in_round(1).shoeratings) # ratings = subjective preferences givien by player player.thisround_shoepair = str(thisround_shoepair) player.thisround_shoe1rating = int(shoeratings[shoeorder.index(thisround_shoepair[0])]) player.thisround_shoe2rating = int(shoeratings[shoeorder.index(thisround_shoepair[1])]) player.thisround_valuedifference = player.thisround_shoe1rating - player.thisround_shoe2rating class Decision(Page): form_model = 'player' form_fields = ['choice', 'dectime_end', 'x', 'y', 'time_startscrolling', 'time_endscrolling', 'lastdwell'] @staticmethod def vars_for_template(player: Player): import ast shoepair = ast.literal_eval(player.thisround_shoepair) return dict( shoeimage1 = 'https://api.ecom.longines.com/media/catalog/product/w/a/' + watchid(player)[shoepair[0]], shoeimage2 = 'https://api.ecom.longines.com/media/catalog/product/w/a/' + watchid(player)[shoepair[1]], beginning = player.round_number <=3 ) @staticmethod def js_vars(player: Player): return dict( choice1 = 'Product A', choice2 = 'Product B' ) @staticmethod def before_next_page(player: Player, timeout_happened): # dectime ends when the button is clicked player.dectime = round((player.dectime_end - player.time_startscrolling)/1000,3) # scrolltime ends when the last x coordinate is recorded player.scrolltime = round((player.time_endscrolling - player.time_startscrolling)/1000,3) ### CALCULATING THE PROCESS TRACING METRICS psiL and psiR ## import ast x = ast.literal_eval(player.x) y = ast.literal_eval(player.y) # the below line removes the first element(s) from x; reason: x always has more points than y # this is because the divs are initially blank and show only after scrolling about 3px, but # y starts recording only after divs are shown x = x[(len(x)-len(y)):len(x)] # total distance travelled in x-direction player.xdist = sum(abs(x[i+1]-x[i]) for i in range(len(x)-1)) # append the points to make a curve; the right/left "dwell" starts when x crosses 150 and ends when it crosses 150 again xyright = [] xyleft = [] for j in range(len(x)): if (j>0) and (x[j-1]<=150 and x[j]>150) or (x[j-1]>=150 and x[j]<150): xyright.append([150,y[j]]) if (j>0) and (x[j-1]<=150 and x[j]>150) or (x[j-1]>=150 and x[j]<150): xyleft.append([150,y[j]]) if x[j]>=150: xyright.append([x[j],y[j]]) if x[j]<150: xyleft.append([x[j],y[j]]) # add the vertical midpoint line on both xyright.append([150,y[-1]]) xyright.append([150,y[0]]) xyleft.append([150,y[-1]]) xyleft.append([150,y[0]]) # add the horizontal lines if x[0]<150: xyleft.append([x[0],y[0]]) if x[0]>=150: xyright.append([x[0],y[0]]) if x[-1]<150: xyleft.append([x[0],y[0]]) if x[-1]>=150: xyright.append([x[0],y[0]]) # calculate psiR using xyright l = len(xyright) s = 0.0 for i in range(l): j = (i+1)%l # keep index in [0,l) s += (xyright[j][0] - xyright[i][0])*(xyright[j][1] + xyright[i][1]) psiR = -0.5*s # calculate psiL using xyleft l = len(xyleft) s = 0.0 for i in range(l): j = (i+1)%l # keep index in [0,l) s += (xyleft[j][0] - xyleft[i][0])*(xyleft[j][1] + xyleft[i][1]) psiL = -0.5*s player.psiL = abs(psiL) player.psiR = abs(psiR) ### CALCULATING PROCESS TRACING METRICS dwelltimeL, dwelltimeR and switchesLR, switchesRL ## dwelltimeleft = 0 dwelltimeright = 0 lr = 0 rl = 0 for i in range(1,len(y)): # dwelltimes if x[i] < 150: dwelltimeleft += y[i]-y[i-1] if x[i] >= 150: dwelltimeright += y[i]-y[i-1] # switches if i==1: # first switch added separately because stimuli become visible only after a bit of scrolling if x[i] > 150: lr += 1 if x[i] < 150: rl += 1 if x[i-1] >= 150 and x[i] < 150: # going from right to left rl += 1 if x[i-1] <= 150 and x[i] > 150: # going from left to right lr += 1 player.dwelltimeR = round(.001*dwelltimeright,3) player.dwelltimeL = round(.001*dwelltimeleft,3) player.switchesLR = lr player.switchesRL = rl class ResponseCurve(Page): form_model = 'player' @staticmethod def is_displayed(player: Player): session = player.session # display in pilot only for the first 3 rounds return session.config['pilot'] == 1 and player.round_number <=3 @staticmethod def vars_for_template(player: Player): import ast x = ast.literal_eval(player.x) y = ast.literal_eval(player.y) return dict(x = x, y = y) @staticmethod def js_vars(player: Player): import ast x = ast.literal_eval(player.x) y = ast.literal_eval(player.y) return dict(x = x, y = y) class Results(Page): form_model = 'player' @staticmethod def is_displayed(player: Player): return player.round_number == C.NUM_ROUNDS @staticmethod def vars_for_template(player: Player): session = player.session return dict( prolificurl = session.config['prolificurl'] ) page_sequence = [MobileCheck, Information, Instructions, Preference, Instructions2, PreDecision, Decision, ResponseCurve, Results]