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How to use flatten method in Kiwi
Best Python code snippet using Kiwi_python
character.js
Source:character.js 
...56 if (name)7 spr.name = name;8 else9 spr.name = grammar.flatten("#name#");1011 spr.row = row;12 spr.col = col;13 spr.char_type = char_type; // NPC, enemy14 spr.ai = ai;15 spr.chunk = chunk;16 spr.depth = NPC_INDEX;1718 spr.mood = grammar.flatten("#mood#");19 spr.vipTitle = grammar.flatten("#vipTitle#");20 spr.occupation = grammar.flatten("#occupation#");21 spr.speed = 2;//speed;22 spr.chunk = chunk;2324 if ((questGiver !== undefined) && (questGiver)) {25 spr.questGiver = true;26 if (name === "Mike the Fisherman") {27 spr.dialogue_index = 0;28 spr.name = "Mike";29 spr.occupation = "Fisherman";30 spr.quest = {31 "quest": "fish", // make this a list?32 "questDialogue": [33 "Hey there",34 /*event_grammar.flatten("#campfire1#"),35 event_grammar.flatten("#campfire2#"),36 event_grammar.flatten("#campfire3#"),37 event_grammar.flatten("#campfire4#"),38 event_grammar.flatten("#campfire5#"),39 event_grammar.flatten("#campfire6#"),40 event_grammar.flatten("#campfire7#"),*/41 ],42 "thanks": "Thank you!",43 "done": false44 };45 }46 }47 //spr.quest = quest;48 //spr.questGiver = questGiver;495051 // npc.name = npc_grammar.flatten("#name#");52 // npc.mood = npc_grammar.flatten("#mood#");53 // npc.vipTitle = npc_grammar.flatten("#vipTitle#");54 // npc.occupation = npc_grammar.flatten("#occupation#");55 // ///56 // npc.depth = NPC_INDEX;57 // //npc.addImage = npcImg;58 // npc.chunk = getRandomInteger(0, NUM_CHUNKS); //1;59 // npc.speed = 2; // tbd60 // npc.dialogue_index = 0;6162 // if (_n == questGiver) {63 // npc.questGiver = true;64 // npc.ai = "follow";65 // console.log("Questy McQuesterson on: " + npc.chunk);66 // npc.quest = {67 // "quest": "Have you seen my BLUE CRAB?", // make this a list?68 // "thanks": "Thanks m8",69 // "done": false70 // };71 // } else if (_n == numGenericNPCs) { // last one hangs by the campfire72 // npc.questGiver = true;73 // npc.ai = "loiter";74 // npc.chunk = _campfireChunk;75 // npc.quest = {76 // "quest": "body", // make this a list?77 // "questDialogue": [78 // event_grammar.flatten("#campfire1#"),79 // event_grammar.flatten("#campfire2#"),80 // event_grammar.flatten("#campfire3#"),81 // event_grammar.flatten("#campfire4#"),82 // event_grammar.flatten("#campfire5#"),83 // event_grammar.flatten("#campfire6#"),84 // event_grammar.flatten("#campfire7#"),85 // ],86 // "thanks": "Thanks m8",87 // "done": false88 // };89 // console.log(npc.quest["questDialogue"]);90 // } else if (_n == numGenericNPCs + 1) { // mike the fisherman91 // npc.name = "Mike the Fisherman";92 // npc.questGiver = true;93 // npc.ai = "loiter";94 // npc.chunk = NUM_CHUNKS + TOWN_CHUNKS.FRILL;95 // npc.quest = {96 // "quest": "fish", // make this a list?97 // "questDialogue": [98 // "Hey there",99 // /*event_grammar.flatten("#campfire1#"),100 // event_grammar.flatten("#campfire2#"),101 // event_grammar.flatten("#campfire3#"),102 // event_grammar.flatten("#campfire4#"),103 // event_grammar.flatten("#campfire5#"),104 // event_grammar.flatten("#campfire6#"),105 // event_grammar.flatten("#campfire7#"),*/106 // ],107 // "thanks": "Thank you!",108 // "done": false109 // };110 // } else {111 // npc.questGiver = false;112 // npc.ai = "wander";113 // }114115 // npc.draw = function () {116 // if (chunkIndex == this.chunk) {117118119120121122123124125126127 spr.draw = function () {128 if (chunkIndex == spr.chunk) {129 image(spr.image, spr.deltaX * 2, spr.deltaY * 2);130 }131 }132 spr.update = function () {133 if ((chunkIndex == this.chunk) && (CURRENT_SCENE == SCENES.GAME)) { // only update on current chunk / not paused134 chunkNPCSprites.add(this);135136 // update based on AI type137 if (spr.ai == "wander") {138 if (random() > 0.9) { // decide to move139140 // pick a direction141 let _dirs = ["up", "down", "left", "right"];142 let _move = {};143 _move[_dirs[Math.floor(Math.random() * _dirs.length)]] = true;144 let _retval = checkMove(spr.position, chunkIndex, _move);145 //_dirs[Math.floor(Math.random() * _dirs.length)]);146 if (_retval['state']) { // true -- move147 spr.position.x = _retval['pos']['dx'];148 spr.position.y = _retval['pos']['dy'];149 }150 }151 } else if (spr.ai == "loiter") {152 ;153 } else if (spr.ai == "follow") {154 // https://stackoverflow.com/questions/20044791/how-to-make-an-enemy-follow-the-player-in-pygame155 if (random() > 0.8) { // move towards player156 // direction vector157 let dx = player.position.x - spr.position.x;158 let dy = player.position.y - spr.position.y;159 let dist = Math.hypot(dx, dy);160161 // normalize162 dx /= dist;163 dy /= dist;164165 if (!(dist == 16)) {166 if (random() > 0.5) { // move x167 if (dx > 0)168 spr.position.x += TILE_WIDTH;169 else if (dx < 0)170 spr.position.x -= TILE_WIDTH;171 } else { // move y172 if (dy > 0)173 spr.position.y += TILE_HEIGHT;174 else if (dy < 0)175 spr.position.y -= TILE_HEIGHT;176 }177 }178 //spr.position.x += dx * spr.speed;179 //spr.position.y += dy * spr.speed;180 }181 }182 } else183 chunkNPCSprites.remove(this);184 }185186 return spr;187}188189/*190class Character {191 constructor(name, sprite, row, col, char_type, ai, image, chunk) {192193 }194 setNPC(mood, vipTitle, occupation, speed, questGiver, quest) {195 this.mood = mood;196 this.vipTitle = vipTitle;197 this.occupation = occupation;198 this.speed = speed;199 this.chunk = chunk;200 this.quest = quest;201 this.questGiver = questGiver;202 }203}204*/205206/*207 // npc208 let questGiver = getRandomInteger(0, numGenericNPCs);209 for (let _n = 0; _n < numGenericNPCs + 2; _n++) {210 let _c = getRandomInteger(1, MAP_COLS - 1);211 let _r = getRandomInteger(1, MAP_ROWS - 1);212213 if (_n == numGenericNPCs) { // campfire friend214 _r = _cf_row;215 _c = _cf_col;216 } else if (_n == numGenericNPCs+1) { // fisherman friend217 _r = 50;218 _c = 61;219 }220221 npc = createSprite((TILE_WIDTH * _c) + (TILE_WIDTH / 2), (TILE_HEIGHT * _r) + (TILE_HEIGHT / 2), TILE_WIDTH, TILE_HEIGHT);222 /// generative:223 npc.name = npc_grammar.flatten("#name#");224 npc.mood = npc_grammar.flatten("#mood#");225 npc.vipTitle = npc_grammar.flatten("#vipTitle#");226 npc.occupation = npc_grammar.flatten("#occupation#");227 ///228 npc.depth = NPC_INDEX;229 //npc.addImage = npcImg;230 npc.chunk = getRandomInteger(0, NUM_CHUNKS); //1;231 npc.speed = 2; // tbd232 npc.dialogue_index = 0;233234 if (_n == questGiver) {235 npc.questGiver = true;236 npc.ai = "follow";237 console.log("Questy McQuesterson on: " + npc.chunk);238 npc.quest = {239 "quest": "Have you seen my BLUE CRAB?", // make this a list?240 "thanks": "Thanks m8",241 "done": false242 };243 } else if (_n == numGenericNPCs) { // last one hangs by the campfire244 npc.questGiver = true;245 npc.ai = "loiter";246 npc.chunk = _campfireChunk;247 npc.quest = {248 "quest": "body", // make this a list?249 "questDialogue": [250 event_grammar.flatten("#campfire1#"),251 event_grammar.flatten("#campfire2#"),252 event_grammar.flatten("#campfire3#"),253 event_grammar.flatten("#campfire4#"),254 event_grammar.flatten("#campfire5#"),255 event_grammar.flatten("#campfire6#"),256 event_grammar.flatten("#campfire7#"),257 ],258 "thanks": "Thanks m8",259 "done": false260 };261 console.log(npc.quest["questDialogue"]);262 } else if (_n == numGenericNPCs+1) { // mike the fisherman263 npc.name = "Mike the Fisherman";264 npc.questGiver = true;265 npc.ai = "loiter";266 npc.chunk = NUM_CHUNKS+TOWN_CHUNKS.FRILL;267 npc.quest = {268 "quest": "fish", // make this a list?269 "questDialogue": [270 "Hey there",
...
fcos_loss.py
Source:fcos_loss.py
...34 if channel_first:35 input_channel_last = paddle.transpose(inputs, perm=[0, 2, 3, 1])36 else:37 input_channel_last = inputs38 output_channel_last = paddle.flatten(39 input_channel_last, start_axis=0, stop_axis=2)40 return output_channel_last41@register42class FCOSLoss(nn.Layer):43 """44 FCOSLoss45 Args:46 loss_alpha (float): alpha in focal loss47 loss_gamma (float): gamma in focal loss48 iou_loss_type (str): location loss type, IoU/GIoU/LINEAR_IoU49 reg_weights (float): weight for location loss50 """51 def __init__(self,52 loss_alpha=0.25,...
inject_cube.py
Source:inject_cube.py
...15 X_og = np.linspace(x,x+leng,leng*400)16 Y_og = np.linspace(y,y+leng,leng*400)17 Z_og = np.linspace(z,z+leng,leng*400)18 X, Y = np.meshgrid(X_og, Y_og)19 cube_1 = np.array([X.flatten(), Y.flatten(), np.ones_like(X.flatten())*np.min(Z_og), np.ones_like(X.flatten())*144./255.]).transpose()20 cube_2 = np.array([X.flatten(), Y.flatten(), np.ones_like(X.flatten())*np.max(Z_og), np.ones_like(X.flatten())*144./255.]).transpose()21 X, Z = np.meshgrid(X_og, Z_og)22 cube_3 = np.array([X.flatten(), np.ones_like(X.flatten())*np.min(Y_og), Z.flatten(), np.ones_like(X.flatten())*144./255.]).transpose()23 cube_4 = np.array([X.flatten(), np.ones_like(X.flatten())*np.max(Y_og), Z.flatten(), np.ones_like(X.flatten())*144./255.]).transpose()24 Y, Z = np.meshgrid(Y_og, Z_og)25 cube_5 = np.array([np.ones_like(Y.flatten())*np.min(X_og), Y.flatten(), Z.flatten(), np.ones_like(Y.flatten())*144./255.]).transpose()26 cube_6 = np.array([np.ones_like(Y.flatten())*np.max(X_og), Y.flatten(), Z.flatten(), np.ones_like(Y.flatten())*144./255.]).transpose()27 cube = np.concatenate((cube_1, cube_2, cube_3, cube_4, cube_5, cube_6), axis=0)28 cube = appendSpherical_np(cube)29 h_granularity = 0.2 / 180 * np.pi30 v_granularity = 26.8 / 63 / 180 * np.pi31 min_h = np.min(cube[:,6])32 max_h = np.max(cube[:,6])33 min_v = np.min(cube[:,5])34 max_v = np.max(cube[:,5])35 36 PC_w,PC_wo = processPC(PC,min_h,max_h,min_v,max_v)37 totalsub = np.concatenate((PC_w,cube), axis=0)38 h_grids = round((max_h - min_h) / h_granularity)39 v_grids = round((max_v - min_v) / v_granularity)40 cube_project = []41 for h in range(int(h_grids)):42 for v in range(int(v_grids)):43 subset = totalsub44 subset = subset[subset[:,5] > min_v + v * v_granularity]45 subset = subset[subset[:,5] < min_v + (v + 1) * v_granularity]46 subset = subset[subset[:,6] > min_h + h * h_granularity]47 subset = subset[subset[:,6] < min_h + (h + 1) * h_granularity]48 if subset.size != 0:49 cube_project.append(subset[np.argmin(subset[:,4])])50 cube_project = np.array(cube_project)51 total = np.concatenate((PC_wo,cube_project), axis=0)52 return total53def injectCylinder(PC,h,r,x,y,z):54 PC = appendSpherical_np(PC)55 C_og = np.linspace(0,2*np.pi,400)56 Z_og = np.linspace(z,z+h,400)57 R_og = np.linspace(0,r,400)58 C, Z = np.meshgrid(C_og, Z_og)59 surface_1 = np.array([np.ones_like(C.flatten())*r, C.flatten(), Z.flatten(), np.ones_like(C.flatten())*144./255.]).transpose()60 61 C, R = np.meshgrid(C_og, R_og)62 surface_2 = np.array([R.flatten(), C.flatten(), np.ones_like(R.flatten())*np.min(Z_og), np.ones_like(C.flatten())*144./255.]).transpose()63 surface_3 = np.array([R.flatten(), C.flatten(), np.ones_like(R.flatten())*np.max(Z_og), np.ones_like(C.flatten())*144./255.]).transpose()64 65 cylinder = np.concatenate((surface_1, surface_2, surface_3), axis=0)66 cylinder = replaceCoord_np(cylinder)67 cylinder[:,0] += x68 cylinder[:,1] += y69 cylinder = appendSpherical_np(cylinder)70 h_granularity = 0.2 / 180 * np.pi71 v_granularity = 26.8 / 63 / 180 * np.pi72 min_h = np.min(cylinder[:,6])73 max_h = np.max(cylinder[:,6])74 min_v = np.min(cylinder[:,5])75 max_v = np.max(cylinder[:,5])76 77 PC_w,PC_wo = processPC(PC,min_h,max_h,min_v,max_v)78 totalsub = np.concatenate((PC_w,cylinder), axis=0)79 h_grids = round((max_h - min_h) / h_granularity)80 v_grids = round((max_v - min_v) / v_granularity)81 cylinder_project = []82 for h in range(int(h_grids)):83 for v in range(int(v_grids)):84 subset = totalsub85 subset = subset[subset[:,5] > min_v + v * v_granularity]86 subset = subset[subset[:,5] < min_v + (v + 1) * v_granularity]87 subset = subset[subset[:,6] > min_h + h * h_granularity]88 subset = subset[subset[:,6] < min_h + (h + 1) * h_granularity]89 if subset.size != 0:90 cylinder_project.append(subset[np.argmin(subset[:,4])])91 cylinder_project = np.array(cylinder_project)92 total = np.concatenate((PC_wo,cylinder_project), axis=0)93 return total94def injectPyramid(PC,h,r1,r2,x,y,z):95 PC = appendSpherical_np(PC)96 C_og = np.linspace(0,2*np.pi,400)97 Z_og = np.linspace(z,z+h,400)98 R1_og = np.linspace(0,r1,400)99 R2_og = np.linspace(0,r2,400)100 R3_og = np.linspace(r1,r2,400)101 C, Z = np.meshgrid(C_og, Z_og)102 _,R3 = np.meshgrid(C_og, R3_og) 103 surface_1 = np.array([R3.flatten(), C.flatten(), Z.flatten(), np.ones_like(C.flatten())*144./255.]).transpose()104 105 C, R1 = np.meshgrid(C_og, R1_og)106 surface_2 = np.array([R1.flatten(), C.flatten(), np.ones_like(R1.flatten())*np.min(Z_og), np.ones_like(C.flatten())*144./255.]).transpose()107 108 C, R2 = np.meshgrid(C_og, R2_og)109 surface_3 = np.array([R2.flatten(), C.flatten(), np.ones_like(R2.flatten())*np.max(Z_og), np.ones_like(C.flatten())*144./255.]).transpose()110 111 pyramid = np.concatenate((surface_1, surface_2, surface_3), axis=0)112 pyramid = replaceCoord_np(pyramid)113 pyramid[:,0] += x114 pyramid[:,1] += y115 pyramid = appendSpherical_np(pyramid)116 h_granularity = 0.2 / 180 * np.pi117 v_granularity = 26.8 / 63 / 180 * np.pi118 min_h = np.min(pyramid[:,6])119 max_h = np.max(pyramid[:,6])120 min_v = np.min(pyramid[:,5])121 max_v = np.max(pyramid[:,5])122 123 PC_w,PC_wo = processPC(PC,min_h,max_h,min_v,max_v)...
0001_migrate_metadata.py
Source:0001_migrate_metadata.py
1# Generated by Django 2.2.9 on 2020-02-07 07:322from django.db import migrations3def flatten_model_metadata(model_with_metadata):4 updated_fields = []5 public_meta = model_with_metadata.metadata6 private_meta = model_with_metadata.private_metadata7 if public_meta:8 model_with_metadata.metadata = flatten_metadata(public_meta)9 updated_fields.append("metadata")10 if private_meta:11 model_with_metadata.private_metadata = flatten_metadata(private_meta)12 updated_fields.append("private_metadata")13 if updated_fields:14 model_with_metadata.save(update_fields=updated_fields)15def flatten_metadata(metadata):16 flattened_metadata = {}17 for _, namespace in metadata.items():18 for client_name, client in namespace.items():19 for key, value in client.items():20 flattened_key = client_name + "." + key21 if flattened_key in flattened_metadata:22 raise Exception(f"Meta key {flattened_key} is duplicated.")23 flattened_metadata[flattened_key] = value24 return flattened_metadata25def flatten_attributes_metadata(apps, _schema_editor):26 Attribute = apps.get_model("product", "Attribute")27 for attribute in Attribute.objects.iterator():28 flatten_model_metadata(attribute)29def flatten_categories_metadata(apps, _schema_editor):30 Category = apps.get_model("product", "Category")31 for category in Category.objects.iterator():32 flatten_model_metadata(category)33def flatten_checkouts_metadata(apps, _schema_editor):34 Checkout = apps.get_model("checkout", "Checkout")35 for checkout in Checkout.objects.iterator():36 flatten_model_metadata(checkout)37def flatten_collections_metadata(apps, _schema_editor):38 Collection = apps.get_model("product", "Collection")39 for collection in Collection.objects.iterator():40 flatten_model_metadata(collection)41def flatten_digital_contents_metadata(apps, _schema_editor):42 DigitalContent = apps.get_model("product", "DigitalContent")43 for digital_content in DigitalContent.objects.iterator():44 flatten_model_metadata(digital_content)45def flatten_fulfillments_metadata(apps, _schema_editor):46 Fulfillment = apps.get_model("order", "Fulfillment")47 for fulfillment in Fulfillment.objects.iterator():48 flatten_model_metadata(fulfillment)49def flatten_orders_metadata(apps, _schema_editor):50 Order = apps.get_model("order", "Order")51 for order in Order.objects.iterator():52 flatten_model_metadata(order)53def flatten_products_metadata(apps, _schema_editor):54 Product = apps.get_model("product", "Product")55 for product in Product.objects.iterator():56 flatten_model_metadata(product)57def flatten_product_types_metadata(apps, _schema_editor):58 ProductType = apps.get_model("product", "ProductType")59 for product_type in ProductType.objects.iterator():60 flatten_model_metadata(product_type)61def flatten_product_variants_metadata(apps, _schema_editor):62 ProductVariant = apps.get_model("product", "ProductVariant")63 for product_variant in ProductVariant.objects.iterator():64 flatten_model_metadata(product_variant)65def flatten_service_accounts_metadata(apps, _schema_editor):66 ServiceAccount = apps.get_model("account", "ServiceAccount")67 for service_account in ServiceAccount.objects.iterator():68 flatten_model_metadata(service_account)69def flatten_users_metadata(apps, _schema_editor):70 User = apps.get_model("account", "User")71 for user in User.objects.iterator():72 flatten_model_metadata(user)73class Migration(migrations.Migration):74 dependencies = [75 ("account", "0039_auto_20200221_0257"),76 ("checkout", "0025_auto_20200221_0257"),77 ("order", "0078_auto_20200221_0257"),78 ("product", "0115_auto_20200221_0257"),79 ]80 run_before = [("attribute", "0001_initial")]81 operations = [82 migrations.RunPython(flatten_attributes_metadata),83 migrations.RunPython(flatten_categories_metadata),84 migrations.RunPython(flatten_checkouts_metadata),85 migrations.RunPython(flatten_collections_metadata),86 migrations.RunPython(flatten_digital_contents_metadata),87 migrations.RunPython(flatten_fulfillments_metadata),88 migrations.RunPython(flatten_orders_metadata),89 migrations.RunPython(flatten_products_metadata),90 migrations.RunPython(flatten_product_types_metadata),91 migrations.RunPython(flatten_product_variants_metadata),92 migrations.RunPython(flatten_service_accounts_metadata),93 migrations.RunPython(flatten_users_metadata),...
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