Merge pull request #381 from Programmer-RD-AI/deepsource-fix-c27dbd67

Remove unnecessary whitespace

Author: Programmer-RD-AI

.history/ML/Model/dataset/download_20220509231425.py

@@ -112,65 +112,55 @@ def __init__(
  self.idx_2 = idx_2
  self.idx_3 = idx_3
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  In the indexing parameters 
  there was a error occurred 
  \n 
- {e}"""
- )
+ {e}""")
  try:
  # Initinalizing Data Storage
  self.data = data
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  In the Initinalizing Data Storage
  parameters there was a error occurred.
  \n
- {e}"""
- )
+ {e}""")
  try:
  # Labels of data
  self.labels = labels
  self.labels_r = labels_r
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  In the Labels of data 
  parameters there was a error occurred 
  \n 
  {e}
- """
- )
+ """)
  try:
  # Data Loading file paths
  self.labels_and_imageids = labels_and_imageids
  self.bboxs = bboxs
  self.image_urls = image_urls
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  In the Data Loading
  file paths parameters there 
  was a error occurred.
  \n
- {e}"""
- )
+ {e}""")
  try:
  # Collection of data
  self.imageids = init_imageids
  self.images_and_bbox_and_imgid_ = images_and_bbox_and_imgid_
  self.imgids = imgids
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  In the Collection of data 
  parameters there was a error occurred 
  \n 
  {e}
- """
- )
+ """)
 
  # Loading data section
 
@@ -186,22 +176,19 @@ def load_labels_and_imageid(self) -> pd.DataFrame:
  loader_iter = tqdm(range(1, len(self.labels_and_imageids)))
  for i in loader_iter:
  labels_and_imageid = labels_and_imageid.append(
- pd.read_csv(self.labels_and_imageids[i])
- )
+ pd.read_csv(self.labels_and_imageids[i]))
  loader_iter.set_description(str(len(labels_and_imageid)))
  labels_and_imageid.sample(frac=1)
  return labels_and_imageid
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function 
  self.load_labels_and_imageid()
  or 
  Download().load_labels_and_imageid() 
  is not working correctly. 
  \n
- {e}"""
- )
+ {e}""")
 
  def load_bbox(self) -> pd.DataFrame:
  """summary_line
@@ -221,16 +208,14 @@ def load_bbox(self) -> pd.DataFrame:
 
  return bboxs_df
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function 
  self.load_bbox() 
  or 
  Download().load_bbox() 
  is not working correctly. 
  \n
- {e}"""
- )
+ {e}""")
 
  def load_image_urls(self) -> pd.DataFrame:
  """summary_line
@@ -245,22 +230,21 @@ def load_image_urls(self) -> pd.DataFrame:
  loader_iter = tqdm(range(1, len(self.image_urls)))
  for i in loader_iter:
  loader_iter.set_description(str(len(image_urls_df)))
- image_urls_df = image_urls_df.append(pd.read_csv(self.image_urls[i]))
+ image_urls_df = image_urls_df.append(
+ pd.read_csv(self.image_urls[i]))
  image_urls_df.sample(frac=1)
 
  print("Loaded Image Urls")
  return image_urls_df
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function
  self.load_image_urls() 
  or 
  Download().load_image_urls() 
  is not working correctly.
  \n
- {e}"""
- )
+ {e}""")
 
  # Creating data section
 
@@ -275,8 +259,8 @@ def create_imageids(self) -> bool:
  print("Creating imageids")
  labels_and_imageid = self.load_labels_and_imageid()
  for labelname, imageid in zip(
- tqdm(labels_and_imageid["LabelName"]), labels_and_imageid["ImageID"]
- ):
+  tqdm(labels_and_imageid["LabelName"]),
+  labels_and_imageid["ImageID"]):
  if labelname in self.labels_r:
  self.idx_1 += 1
  threading.Thread(
@@ -291,16 +275,14 @@ def create_imageids(self) -> bool:
 
  return True
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function 
  self.create_imageids() 
  or 
  Download().create_imageids() 
  is not working correctly. 
  \n 
- {e}"""
- )
+ {e}""")
 
  def create_bbox(self) -> bool:
  """summary_line
@@ -310,24 +292,21 @@ def create_bbox(self) -> bool:
  """
  try:
 
- if self.recover is True and (
- os.path.exists(
+ if self.recover is True and (os.path.exists(
  "/media/indika/Sync/Programmer-RD-AI/Programming/Projects/Python/Rest-Api/Car-Object-Detection-REST-API/Find-Card/ML/Model/dataset/save/create_bbox.csv"
- )
- is True
- ):
+ ) is True):
  self.images_and_bbox_and_imgid_ = pd.read_csv(
  "/media/indika/Sync/Programmer-RD-AI/Programming/Projects/Python/Rest-Api/Car-Object-Detection-REST-API/Find-Card/ML/Model/dataset/save/create_bbox.csv"
  )
  return True
  print("Creating Box")
  bboxs = self.load_bbox()
  for imgid in zip(
- tqdm(bboxs["ImageID"]),
- bboxs["XMin"],
- bboxs["YMin"],
- bboxs["XMax"],
- bboxs["YMax"],
+  tqdm(bboxs["ImageID"]),
+  bboxs["XMin"],
+  bboxs["YMin"],
+  bboxs["XMax"],
+  bboxs["YMax"],
  ):
  imgid = list(imgid)
  if str(imgid[0]) in self.imageids:
@@ -363,16 +342,14 @@ def create_bbox(self) -> bool:
 
  return True
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function 
  self.create_bbox() 
  or 
  Download().create_bbox() 
  is not working correctly. 
  \n 
- {e}"""
- )
+ {e}""")
 
  def create_image_urls(self) -> bool:
  """summary_line
@@ -382,16 +359,14 @@ def create_image_urls(self) -> bool:
  """
  try:
 
- if self.recover is True and (
- os.path.exists(
+ if self.recover is True and (os.path.exists(
  "/media/indika/Sync/Programmer-RD-AI/Programming/Projects/Python/Rest-Api/Car-Object-Detection-REST-API/Find-Card/ML/Model/dataset/save/create_image_urls.csv"
- )
- is True
- ):
+ ) is True):
  self.download_url_data = pd.read_csv(
  "/media/indika/Sync/Programmer-RD-AI/Programming/Projects/Python/Rest-Api/Car-Object-Detection-REST-API/Find-Card/ML/Model/dataset/save/create_image_urls.csv"
  ) # [: self.number_of_split]
- self.download_url_data = self.download_url_data.drop_duplicates()
+ self.download_url_data = self.download_url_data.drop_duplicates(
+ )
  return True
  print("Creating Image Urls")
  data = {
@@ -406,18 +381,17 @@ def create_image_urls(self) -> bool:
  }
  image_urls = self.load_image_urls()
  for imgid in zip(
- tqdm((image_urls["ImageID"])),
- image_urls["OriginalURL"],
- image_urls["OriginalLandingURL"],
+  tqdm((image_urls["ImageID"])),
+  image_urls["OriginalURL"],
+  image_urls["OriginalLandingURL"],
  ):
  if imgid[0] in self.imgids:
  imgid_of_iabaid = self.images_and_bbox_and_imgid_[
- self.images_and_bbox_and_imgid_["ImageID"] == imgid[0]
- ]
+ self.images_and_bbox_and_imgid_["ImageID"] == imgid[0]]
  for idx_3 in range(len(imgid_of_iabaid)):
  imgid_of_iabaid_iter = self.images_and_bbox_and_imgid_[
- self.images_and_bbox_and_imgid_["ImageID"] == imgid[0]
- ].iloc[idx_3]
+ self.images_and_bbox_and_imgid_["ImageID"] ==
+  imgid[0]].iloc[idx_3]
  threading.Thread(
  target=data["ImageID"].append,
  args=[imgid[0]],
@@ -464,16 +438,14 @@ def create_image_urls(self) -> bool:
 
  return True
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function 
  self.create_image_urls()
  or 
  Download().create_image_urls()
  is not working correctly.
  \n
- {e}"""
- )
+ {e}""")
 
  # Downloading data section
 
@@ -498,12 +470,12 @@ def download_images(self) -> pd.DataFrame:
  image_id_iter = tqdm((self.download_url_data["ImageID"]))
  old_ourl = ""
  for img_url, xmin, ymin, xmax, ymax, ourl in zip(
- image_id_iter,
- self.download_url_data["XMin"],
- self.download_url_data["YMin"],
- self.download_url_data["XMax"],
- self.download_url_data["YMax"],
- self.download_url_data["OriginalURL"],
+  image_id_iter,
+  self.download_url_data["XMin"],
+  self.download_url_data["YMin"],
+  self.download_url_data["XMax"],
+  self.download_url_data["YMax"],
+  self.download_url_data["OriginalURL"],
  ):
  try:
  if ourl != old_ourl:
@@ -530,21 +502,18 @@ def download_images(self) -> pd.DataFrame:
  )
  data.to_json(
  "/media/indika/Sync/Programmer-RD-AI/Programming/Projects/Python/Rest-Api/Car-Object-Detection-REST-API/Find-Card/ML/Model/dataset/save/Data.csv",
- 
  )
  print("Downloaded Images")
  return new_data
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function
  self.download_images()
  or 
  Download().download_images() 
  is not working correctly.
  \n
- {e}"""
- )
+ {e}""")
 
  def download(self) -> bool:
  """summary_line
@@ -565,12 +534,10 @@ def download(self) -> bool:
 
  print("Finished Download Process")
  except Exception as e:
- raise ValueError(
- f"""
+ raise ValueError(f"""
  The function self.download()
  or
  Download().download()
  is not working correctly.
  \n
- {e}"""
- )
+ {e}""")