diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000000..d7bb5e3ee9b
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,81 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+bin/
+build/
+develop-eggs/
+dist/
+eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the binary
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyder
diff --git a/0001-fixed-the-price-ratio-bid.patch b/0001-fixed-the-price-ratio-bid.patch
new file mode 100644
index 00000000000..3f17948ddc6
--- /dev/null
+++ b/0001-fixed-the-price-ratio-bid.patch
@@ -0,0 +1,141 @@
+ From 5ab7dfc50f35bf04e2ffd734c6e49d44e5ac8c2a Mon Sep 17 00:00:00 2001
+From: Kelechukwu Tasie <ktasie@gmail.com>
+Date: Tue, 24 Sep 2024 02:39:39 +0100
+Subject: [PATCH] fixed the price ratio, bid
+
+---
+ .gitignore | 81 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
+ client3.py | 15 ++++++++--
+ 2 files changed, 93 insertions(+), 3 deletions(-)
+ create mode 100644 .gitignore
+
+diff --git a/.gitignore b/.gitignore
+new file mode 100644
+index 0000000..d7bb5e3
+--- /dev/null
++++ b/.gitignore
+@@ -0,0 +1,81 @@
++# Byte-compiled / optimized / DLL files
++__pycache__/
++*.py[cod]
++*$py.class
++
++# C extensions
++*.so
++
++# Distribution / packaging
++.Python
++env/
++venv/
++ENV/
++env.bak/
++venv.bak/
++bin/
++build/
++develop-eggs/
++dist/
++eggs/
++lib/
++lib64/
++parts/
++sdist/
++var/
++wheels/
++*.egg-info/
++.installed.cfg
++*.egg
++MANIFEST
++
++# PyInstaller
++# Usually these files are written by a python script from a template
++# before PyInstaller builds the binary
++*.manifest
++*.spec
++
++# Installer logs
++pip-log.txt
++pip-delete-this-directory.txt
++
++# Unit test / coverage reports
++htmlcov/
++.tox/
++.nox/
++.coverage
++.coverage.*
++.cache
++nosetests.xml
++coverage.xml
++*.cover
++*.py,cover
++.hypothesis/
++
++# Jupyter Notebook
++.ipynb_checkpoints
++
++# pyenv
++.python-version
++
++# PEP 582; used by e.g. github.com/David-OConnor/pyflow
++__pypackages__/
++
++# Celery
++celerybeat-schedule
++celerybeat.pid
++
++# SageMath parsed files
++*.sage.py
++
++# Environments
++.env
++.venv
++env/
++venv/
++ENV/
++env.bak/
++venv.bak/
++
++# Spyder project settings
++.spyder
+diff --git a/client3.py b/client3.py
+index 3fc09b7..163c8ff 100644
+--- a/client3.py
++++ b/client3.py
+@@ -35,14 +35,19 @@ def getDataPoint(quote):
+     stock = quote['stock']
+     bid_price = float(quote['top_bid']['price'])
+     ask_price = float(quote['top_ask']['price'])
+-    price = bid_price
++    ##price = bid_price
++    price = (bid_price + ask_price)/2
+     return stock, bid_price, ask_price, price
+ 
+ 
+ def getRatio(price_a, price_b):
+     """ Get ratio of price_a and price_b """
+     """ ------------- Update this function ------------- """
+-    return 1
++    #return 1.
++    if(price_b == 0):
++        # when price_b is 0 avoid throwing ZeroDivisionError
++        return
++    return price_a/price_b
+ 
+ 
+ # Main
+@@ -52,8 +57,12 @@ if __name__ == "__main__":
+         quotes = json.loads(urllib.request.urlopen(QUERY.format(random.random())).read())
+ 
+         """ ----------- Update to get the ratio --------------- """
++        prices = {}
+         for quote in quotes:
+             stock, bid_price, ask_price, price = getDataPoint(quote)
++            prices[stock] = price
+             print("Quoted %s at (bid:%s, ask:%s, price:%s)" % (stock, bid_price, ask_price, price))
+ 
+-        print("Ratio %s" % getRatio(price, price))
++        ##print("Ratio %s" % getRatio(price, price))
++        print("Ratio %s" % getRatio(prices["ABC"], prices["DEF"]))
++        
+-- 
+2.43.0.windows.1
+
diff --git a/client3.py b/client3.py
index 3fc09b75f16..163c8ffcf10 100644
--- a/client3.py
+++ b/client3.py
@@ -35,14 +35,19 @@ def getDataPoint(quote):
     stock = quote['stock']
     bid_price = float(quote['top_bid']['price'])
     ask_price = float(quote['top_ask']['price'])
-    price = bid_price
+    ##price = bid_price
+    price = (bid_price + ask_price)/2
     return stock, bid_price, ask_price, price
 
 
 def getRatio(price_a, price_b):
     """ Get ratio of price_a and price_b """
     """ ------------- Update this function ------------- """
-    return 1
+    #return 1.
+    if(price_b == 0):
+        # when price_b is 0 avoid throwing ZeroDivisionError
+        return
+    return price_a/price_b
 
 
 # Main
@@ -52,8 +57,12 @@ def getRatio(price_a, price_b):
         quotes = json.loads(urllib.request.urlopen(QUERY.format(random.random())).read())
 
         """ ----------- Update to get the ratio --------------- """
+        prices = {}
         for quote in quotes:
             stock, bid_price, ask_price, price = getDataPoint(quote)
+            prices[stock] = price
             print("Quoted %s at (bid:%s, ask:%s, price:%s)" % (stock, bid_price, ask_price, price))
 
-        print("Ratio %s" % getRatio(price, price))
+        ##print("Ratio %s" % getRatio(price, price))
+        print("Ratio %s" % getRatio(prices["ABC"], prices["DEF"]))
+        
diff --git a/testing.tx b/testing.tx
new file mode 100644
index 00000000000..e69de29bb2d