Sourcery Starbot ⭐ refactored vinothpandian/akin-generator #7

sourcery-ai-bot · 2022-07-22T04:12:39Z

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sourcery-ai-bot · 2022-07-22T04:12:40Z

src/api.py

-    response = generate_wireframe_samples(ui_design_pattern_type, sample_num=8)
-
-    return response
+    return generate_wireframe_samples(ui_design_pattern_type, sample_num=8)


Function generate_wireframes refactored with the following changes:

Inline variable that is immediately returned (inline-immediately-returned-variable)

sourcery-ai-bot · 2022-07-22T04:12:40Z

src/attention.py

-        self.gamma = self.add_weight(self.name + '_gamma',
-                                     shape=(),
-                                     initializer=tf.initializers.Zeros)
+        self.gamma = self.add_weight(
+            f'{self.name}_gamma', shape=(), initializer=tf.initializers.Zeros
+        )


Function _Attention.build refactored with the following changes:

Use f-string instead of string concatenation (use-fstring-for-concatenation)

sourcery-ai-bot · 2022-07-22T04:12:40Z

src/attention.py

-        
+
        input_shape = tf.shape(query_tensor)
-        
+
        if self.data_format == 'channels_first':
            height_axis = 2
            width_axis = 3
        else:
            height_axis = 1
            width_axis = 2
-        
+
        batchsize = input_shape[0]
        height = input_shape[height_axis]
        width = input_shape[width_axis]
-        
+


Found the following improvement in Function _Attention.call:

sourcery-ai-bot · 2022-07-22T04:12:40Z

src/colorMapper.py

-        i = 0
-        for k, v in label_color_map.items():
+        for i, (k, v) in enumerate(label_color_map.items()):
            img[(i * side) : (i * side) + side, 0:side, :] = [v[0], v[1], v[2]]
-            bottomLeftCornerOfText = (int(side * 1.5), (i * side) + int(side / 2))
+            bottomLeftCornerOfText = int(side * 1.5), i * side + side // 2
            img = cv2.putText(img, str(k), bottomLeftCornerOfText, font, fontScale, fontColor, lineType)
-            i += 1


Function ColorMapper.save_color_map refactored with the following changes:

Replace manual loop counter with call to enumerate (convert-to-enumerate)

Simplify division expressions (simplify-division)

sourcery-ai-bot · 2022-07-22T04:12:41Z

src/colorMapper.py

-        sorted_color = []
-        sorted_color.append(colors.pop(max_i))
+        sorted_color = [colors.pop(max_i)]


Function ColorMapper.get_sorted_colors refactored with the following changes:

Merge append into list declaration (merge-list-append)

sourcery-ai-bot · 2022-07-22T04:12:42Z

src/postProcessing.py

-    if data is not None and len(data) > 0:
+    if data is not None and data:


Function create_json_file refactored with the following changes:

Simplify sequence length comparison (simplify-len-comparison)

sourcery-ai-bot · 2022-07-22T04:12:42Z

src/prototypeGenerator.py

-                img_path = os.path.join(android_elements_base_path, img_name + ".jpg")
+                img_path = os.path.join(android_elements_base_path, f"{img_name}.jpg")
                if not os.path.exists(img_path):
-                    img_path = os.path.join(android_elements_base_path, img_name + ".png")
+                    img_path = os.path.join(android_elements_base_path, f"{img_name}.png")
                img = cv2.imread(img_path, cv2.IMREAD_COLOR)
            else:
                img = None
            text = s[2]
-            if text is None or len(text) == 0:
-                text = None
-            else:
-                text = text.strip().split(",")
+            text = None if text is None or len(text) == 0 else text.strip().split(",")


Function load_all_ui_images refactored with the following changes:

Use f-string instead of string concatenation [×2] (use-fstring-for-concatenation)

Replace if statement with if expression (assign-if-exp)

sourcery-ai-bot · 2022-07-22T04:12:42Z

src/prototypeGenerator.py

-            else:
-                shapes = data["shapes"]
-                flags = data["flags"]
-                for shape in shapes:
-                    label = shape["label"]
-                    points = shape["points"]
-                    elements.append(
-                        [label, [int(points[0][0]), int(points[0][1]), int(points[1][0]), int(points[1][1])]]
-                    )
+            shapes = data["shapes"]
+            flags = data["flags"]
+            for shape in shapes:
+                label = shape["label"]
+                points = shape["points"]
+                elements.append(
+                    [label, [int(points[0][0]), int(points[0][1]), int(points[1][0]), int(points[1][1])]]
+                )


Function get_elements refactored with the following changes:

Remove unnecessary else after guard condition (remove-unnecessary-else)

sourcery-ai-bot · 2022-07-22T04:12:42Z

src/prototypeGenerator.py

-    elif flag == 1 or flag == 5:
+    elif flag in [1, 5]:
        return cv2.resize(img, (w, h)), 0
-    elif flag == 2 or flag == 3 or flag == 4:
+    elif flag in [2, 3, 4]:


Function element_resize refactored with the following changes:

Replace multiple comparisons of same variable with in operator [×2] (merge-comparisons)

sourcery-ai-bot · 2022-07-22T04:12:42Z

src/prototypeGenerator.py

-    elif flag == 1 or flag == 5:
+    elif flag in [1, 5]:
        return cv2.resize(img, (w, h)), 0
-    elif flag == 2 or flag == 3 or flag == 4:
+    elif flag in [2, 3, 4]:


Function element_resize_old refactored with the following changes:

Replace multiple comparisons of same variable with in operator [×2] (merge-comparisons)

sourcery-ai-bot · 2022-07-22T04:12:45Z

src/prototypeGenerator.py

-        x = x1
-        y = y1
        w = x2 - x1
        h = y2 - y1
        if x1 >= 0 and y1 >= 0 and x2 < img_w and y2 < img_h and w > 0 and h > 0:
+            x = x1
+            y = y1
            if not real and (h < 20 or w < 20):
                continue
-            elif h <= 0 or w <= 0 or y >= img_h or x >= img_w:
+            elif y >= img_h or x >= img_w:


Function create_img refactored with the following changes:

Move assignments closer to their usage (move-assign)

Remove redundant conditional (remove-redundant-if)

Replace multiple comparisons of same variable with in operator (merge-comparisons)

Remove unnecessary call to keys() [×2] (remove-dict-keys)

sourcery-ai-bot · 2022-07-22T04:12:45Z

src/prototypeGenerator.py

-    if len(text) - 4 >= 5:
-        new_length = len(text) - 4
-        r = text[0:new_length]
-        return r, True
-    else:
+    if len(text) < 9:
        return text, False
+    new_length = len(text) - 4
+    r = text[:new_length]
+    return r, True


Function reduce_text_size refactored with the following changes:

Swap if/else branches (swap-if-else-branches)

Remove unnecessary else after guard condition (remove-unnecessary-else)

Simplify numeric comparison (simplify-numeric-comparison)

Replace a[0:x] with a[:x] and a[x:len(a)] with a[x:] (remove-redundant-slice-index)

sourcery-ai-bot · 2022-07-22T04:12:45Z

src/prototypeGenerator.py

-        if label_resize == 3 and fw > 0 and w > fw:
-            accesible_w = w - fw
-        else:
-            accesible_w = w
+        accesible_w = w - fw if label_resize == 3 and fw > 0 and w > fw else w


Function add_text_pil refactored with the following changes:

Replace if statement with if expression (assign-if-exp)

sourcery-ai-bot · 2022-07-22T04:12:45Z

src/prototypeGenerator.py

-                    dst_file_path = os.path.join(dst_folder_path, str(count) + "_" + str(real) + ".jpg")
+                    dst_file_path = os.path.join(dst_folder_path, f"{str(count)}_{str(real)}.jpg")


Lines 348-348 refactored with the following changes:

Use f-string instead of string concatenation [×3] (use-fstring-for-concatenation)

sourcery-ai-bot · 2022-07-22T04:12:46Z

src/sagan_models.py

-    for i in range(repeat_num - 4):
+    for _ in range(repeat_num - 4):


Function create_generator refactored with the following changes:

Replace unused for index with underscore (for-index-underscore)

sourcery-ai-bot · 2022-07-22T04:12:47Z

src/trainer.py

-                if image_label in cat_count.keys() and cat_count[image_label] >= 100:
-                    continue
-                else:
+                if image_label not in cat_count.keys():
                    images.append(image_path)
                    labels.append(image_label)
-                    if image_label not in cat_count.keys():
-                        cat_count[image_label] = 1
-                    else:
-                        cat_count[image_label] += 1
+                    cat_count[image_label] = 1
+                elif cat_count[image_label] < 100:
+                    images.append(image_path)
+                    labels.append(image_label)
+                    cat_count[image_label] += 1


Function Trainer.get_data_generator refactored with the following changes:

Remove redundant continue statement (remove-redundant-continue)

Split conditional into multiple branches (split-or-ifs)

Remove redundant conditional [×2] (remove-redundant-if)

sourcery-ai-bot · 2022-07-22T04:12:47Z

src/trainer.py

-        print("epoch: {}".format(self.epoch))
+        print(f"epoch: {self.epoch}")


Function Trainer.train refactored with the following changes:

Replace call to format with f-string (use-fstring-for-formatting)

sourcery-ai-bot · 2022-07-22T04:12:47Z

src/uiLabelFileManager.py

-        else:
-            label_count = UILabelFileManager.get_label_counts(label_count_file)
-            hierarchy_map = UILabelFileManager.get_ui_hierarchy_map(heirarchy_file)
-            hierarchy_count = {}
-            for k, v in hierarchy_map.items():
-                if len(v) < level - 1:
-                    label = v[-1]
-                else:
-                    label = v[level - 1]
-                if k not in label_count.keys():
-                    count = 0
-                    print(k + " not in label count")
-                else:
-                    count = label_count[k]
-                if label in hierarchy_count.keys():
-                    hierarchy_count[label] += count
-                else:
-                    hierarchy_count[label] = count
-            heirarchy_count_list = list(hierarchy_count.items())
-            heirarchy_count_list.sort(key=lambda x: x[1], reverse=True)
-            print(heirarchy_count_list)
-            if with_count:
-                return heirarchy_count_list
+        label_count = UILabelFileManager.get_label_counts(label_count_file)
+        hierarchy_map = UILabelFileManager.get_ui_hierarchy_map(heirarchy_file)
+        hierarchy_count = {}
+        for k, v in hierarchy_map.items():
+            label = v[-1] if len(v) < level - 1 else v[level - 1]
+            if k not in label_count.keys():
+                count = 0
+                print(f"{k} not in label count")
+            else:
+                count = label_count[k]
+            if label in hierarchy_count:
+                hierarchy_count[label] += count
            else:
-                sorted_labels = [v[0] for v in heirarchy_count_list]
-                return sorted_labels
+                hierarchy_count[label] = count
+        heirarchy_count_list = list(hierarchy_count.items())
+        heirarchy_count_list.sort(key=lambda x: x[1], reverse=True)
+        print(heirarchy_count_list)
+        return (
+            heirarchy_count_list
+            if with_count
+            else [v[0] for v in heirarchy_count_list]
+        )


Function UILabelFileManager.get_sorted_labels_for_hierarchy refactored with the following changes:

Remove unnecessary else after guard condition (remove-unnecessary-else)

Replace if statement with if expression [×2] (assign-if-exp)

Use f-string instead of string concatenation (use-fstring-for-concatenation)

Remove unnecessary call to keys() (remove-dict-keys)

Inline variable that is immediately returned (inline-immediately-returned-variable)

sourcery-ai-bot · 2022-07-22T04:12:48Z

src/uiLabelFileManager.py

-        if level >= 1:
-            hierarchy_map = UILabelFileManager.get_ui_hierarchy_map(file)
-            hierarchy_label_map = {}
-            for k, v in hierarchy_map.items():
-                if len(v) < level - 1:
-                    label = v[-1]
-                else:
-                    label = v[level - 1]
-                hierarchy_label_map[k] = label
-            return hierarchy_label_map
-        else:
+        if level < 1:
            return {}
+        hierarchy_map = UILabelFileManager.get_ui_hierarchy_map(file)
+        hierarchy_label_map = {}
+        for k, v in hierarchy_map.items():
+            label = v[-1] if len(v) < level - 1 else v[level - 1]
+            hierarchy_label_map[k] = label
+        return hierarchy_label_map


Function UILabelFileManager.get_hierarchy_label_map refactored with the following changes:

Add guard clause (last-if-guard)

Replace if statement with if expression (assign-if-exp)

sourcery-ai-bot · 2022-07-22T04:12:48Z

src/utils.py

-                    json_name = name[:-3] + "json"
+                    json_name = f"{name[:-3]}json"


Function Utils.copy_json_files refactored with the following changes:

Use f-string instead of string concatenation (use-fstring-for-concatenation)

'Refactored by Sourcery'

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sourcery-ai-bot commented Jul 22, 2022

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Sourcery Starbot ⭐ refactored vinothpandian/akin-generator #7

Sourcery Starbot ⭐ refactored vinothpandian/akin-generator #7

sourcery-ai-bot commented Jul 22, 2022

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		if data is not None and len(data) > 0:
		if data is not None and data:

		dst_file_path = os.path.join(dst_folder_path, str(count) + "_" + str(real) + ".jpg")
		dst_file_path = os.path.join(dst_folder_path, f"{str(count)}_{str(real)}.jpg")

		for i in range(repeat_num - 4):
		for _ in range(repeat_num - 4):

		print("epoch: {}".format(self.epoch))
		print(f"epoch: {self.epoch}")

		json_name = name[:-3] + "json"
		json_name = f"{name[:-3]}json"

Sourcery Starbot ⭐ refactored vinothpandian/akin-generator #7

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Sourcery Starbot ⭐ refactored vinothpandian/akin-generator #7

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sourcery-ai-bot commented Jul 22, 2022

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