Added parallelism and fixed problems with env.yaml

codes/ecg-image-generator/README.md

@@ -11,8 +11,8 @@ The process of scanning and digitizing ECG images is governed by some fundamenta
 ## Installation
 - Setup with Conda env: 
      ```
-     conda env create -f environment_droplet.yml
-     conda activate myenv
+     conda env create -f environment.yml
+     conda activate ecg-image-generator
      ```
 
 - Set up with pip:

codes/ecg-image-generator/TemplateFiles/generate_template.py

@@ -8,29 +8,47 @@
 
 test_date1 = date(1940, 1, 1)
 
+import random
+from datetime import datetime, timedelta
+
+def random_datetime(start_date, end_date):
+    """Generate random datetime between two dates"""
+    time_between = end_date - start_date
+    total_seconds = time_between.total_seconds()
+    random_seconds = random.uniform(0, total_seconds)
+    return start_date + timedelta(seconds=random_seconds)
+
 def generate_template(header_file):
     filename, extn = os.path.splitext(header_file)
     fields = wfdb.rdheader(filename)
 
+    start = datetime(1960, 1, 1)
+    end = datetime(2022, 1, 1)
+    random_dt = random_datetime(start, end)
+
     if fields.comments == []:
         attributes = {}
 
         if fields.base_date is not None:
             attributes['Date'] = fields.base_date
         else:
-            attributes['Date'] = ""
+            attributes['Date'] = random_dt.strftime(random.choice(["%d/%m/%Y", "%d-%m-%Y"]))
         if fields.base_time is not None:
             attributes['Time'] = str(fields.base_time)
         else:
-            attributes['Time'] = ""
+            attributes['Time'] = random_dt.strftime("%H:%M:%S")
         attributes['ID'] = 'ID: ' + filename.split('/')[-1]
         attributes['Name'] =  'Name: ' 
         if attributes['Date'] != "":
             attributes['Date'] = 'Date:'  + str(attributes['Date'])
         if attributes['Time'] != "":
             attributes['Date'] += ', ' + attributes['Time']
+        attributes['Sex'] = f"Sex: {random.choice(['Male', 'Female'])}"
+        attributes['Age'] = f"Age: {random.choice(range(12, 75))} yrs"
         printedText = {}
         printedText[0] = ['ID', 'Name', 'Date']
+        printedText[1] = ["Age"]
+        printedText[2] = ["Sex"]
 
         return printedText, attributes, 1
 
@@ -39,21 +57,22 @@ def generate_template(header_file):
 
         attributes = {}
 
+
         if fields.base_date is not None:
             attributes['Date'] = fields.base_date
         else:
-            attributes['Date'] = ""
+            attributes['Date'] = random_dt.strftime(random.choice(["%d/%m/%Y", "%d-%m-%Y"]))
         if fields.base_time is not None:
             attributes['Time'] = str(fields.base_time)
         else:
-            attributes['Time'] = ""
+            attributes['Time'] = random_dt.strftime("%H:%M:%S")
 
         attributes['ID'] = 'ID: ' + filename.split('/')[-1]
         attributes['Name'] =  'Name: ' #+ str(str(random.randint(10**(8-1), (10**8)-1)))
 
         attributes['Height'] = ''
         attributes['Weight'] = ''
-        attributes['Sex'] = ''
+        attributes['Sex'] = random.choice(["Male", "Female"])
 
         for c in comments:
             col = c.split(':')[0]