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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),...

Automation Testing Tutorials

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