From df3ae0b3411bb69854d6c0e5bb68c84360e93357 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <mikeckennedy@gmail.com>
Date: Wed, 11 Dec 2019 18:11:59 -0800
Subject: [PATCH 01/12] More shrunken images for better size.

---
 readme_resources/python-for-dotnet-course.png | Bin 64804 -> 57557 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/readme_resources/python-for-dotnet-course.png b/readme_resources/python-for-dotnet-course.png
index 0eaf0f8085545318c37e40344d329388d28e4361..7aaf816b082b2e940984b06b6aa6d801fc7138f7 100644
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z0s{PCyod@N@Y})$o<scQ<y*k=5x+rvAQyZbf=IT3-~Zo`zYoavn1bcMoLp}}z)wy}
LS+eYnanSz*a^A##


From 79b742f5560369ac2b932c0b72ed8b1a6f91930f Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:48:39 -0800
Subject: [PATCH 02/12] Update httpx code to follow redirects

A breaking change from awhile ago with httpx.
---
 apps/py/ch10_async/ascrape.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/py/ch10_async/ascrape.py b/apps/py/ch10_async/ascrape.py
index e8949f9..6a514df 100644
--- a/apps/py/ch10_async/ascrape.py
+++ b/apps/py/ch10_async/ascrape.py
@@ -21,7 +21,7 @@ async def get_html(n: int) -> str:
 
     # The "async with" syntax ensures that all active connections are closed on exit.
     async with httpx.AsyncClient() as client:
-        resp = await client.get(url)
+        resp = await client.get(url, follow_redirects=True)
         resp.raise_for_status()
 
     return resp.text

From 633aa1b31cef8d54fa06e3a22088d1700b68076b Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:49:07 -0800
Subject: [PATCH 03/12] Add Requirements Files for Python Application

Introduced requirements.piptools file for Python application, and updated requirements.txt according to it. The requirements.piptools file includes packages needed for the project that are then compiled into the requirements.txt file via pip-compile. This way, exact requirements including dependencies and their versions are documented for more deterministic builds.

See pip-tools package.
---
 apps/py/requirements.piptools |  11 ++++
 apps/py/requirements.txt      | 100 ++++++++++++++++++++++++++++++----
 2 files changed, 100 insertions(+), 11 deletions(-)
 create mode 100644 apps/py/requirements.piptools

diff --git a/apps/py/requirements.piptools b/apps/py/requirements.piptools
new file mode 100644
index 0000000..31d73e8
--- /dev/null
+++ b/apps/py/requirements.piptools
@@ -0,0 +1,11 @@
+# comments
+colorama
+bs4
+httpx
+flask
+sqlalchemy
+requests
+pytest
+pytest-mock
+pytest-clarity
+unsync
diff --git a/apps/py/requirements.txt b/apps/py/requirements.txt
index 31d73e8..41406c1 100644
--- a/apps/py/requirements.txt
+++ b/apps/py/requirements.txt
@@ -1,11 +1,89 @@
-# comments
-colorama
-bs4
-httpx
-flask
-sqlalchemy
-requests
-pytest
-pytest-mock
-pytest-clarity
-unsync
+#
+# This file is autogenerated by pip-compile with Python 3.12
+# by the following command:
+#
+#    pip-compile requirements.piptools
+#
+anyio==4.1.0
+    # via httpx
+beautifulsoup4==4.12.2
+    # via bs4
+blinker==1.7.0
+    # via flask
+bs4==0.0.1
+    # via -r requirements.piptools
+certifi==2023.11.17
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.3.2
+    # via requests
+click==8.1.7
+    # via flask
+colorama==0.4.6
+    # via -r requirements.piptools
+flask==3.0.0
+    # via -r requirements.piptools
+h11==0.14.0
+    # via httpcore
+httpcore==1.0.2
+    # via httpx
+httpx==0.25.2
+    # via -r requirements.piptools
+idna==3.6
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.0.0
+    # via pytest
+itsdangerous==2.1.2
+    # via flask
+jinja2==3.1.2
+    # via flask
+markdown-it-py==3.0.0
+    # via rich
+markupsafe==2.1.3
+    # via
+    #   jinja2
+    #   werkzeug
+mdurl==0.1.2
+    # via markdown-it-py
+packaging==23.2
+    # via pytest
+pluggy==1.3.0
+    # via pytest
+pprintpp==0.4.0
+    # via pytest-clarity
+pygments==2.17.2
+    # via rich
+pytest==7.4.3
+    # via
+    #   -r requirements.piptools
+    #   pytest-clarity
+    #   pytest-mock
+pytest-clarity==1.0.1
+    # via -r requirements.piptools
+pytest-mock==3.12.0
+    # via -r requirements.piptools
+requests==2.31.0
+    # via -r requirements.piptools
+rich==13.7.0
+    # via pytest-clarity
+sniffio==1.3.0
+    # via
+    #   anyio
+    #   httpx
+soupsieve==2.5
+    # via beautifulsoup4
+sqlalchemy==2.0.23
+    # via -r requirements.piptools
+typing-extensions==4.9.0
+    # via sqlalchemy
+unsync==1.4.0
+    # via -r requirements.piptools
+urllib3==2.1.0
+    # via requests
+werkzeug==3.0.1
+    # via flask

From 36d1c80f9548239fb301ea2931a51625d2a75c20 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:49:29 -0800
Subject: [PATCH 04/12] Update .gitignore to ignore .idea directory
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The .idea directory generated by JetBrains tools like PyCharm has been added to the .gitignore file. Thus, preventing any IDE-specific files from being accidentally included in the repository. This keeps the project cleaner and prevents files from interfering with others’ development environments.
---
 .gitignore | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitignore b/.gitignore
index 2333e67..6ba95c4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -126,3 +126,5 @@ x86/
 bld/
 file.json
 dataSources.local.xml
+
+.idea/
\ No newline at end of file

From 8691402824b65d519b619353bc42304b087484f0 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:51:08 -0800
Subject: [PATCH 05/12] minor code improvements for chapter 3 intro code.

---
 apps/py/ch03_lang/L06_ternary.py | 4 ++++
 apps/py/ch03_lang/L10_errors.py  | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/apps/py/ch03_lang/L06_ternary.py b/apps/py/ch03_lang/L06_ternary.py
index 97176ae..f91c930 100644
--- a/apps/py/ch03_lang/L06_ternary.py
+++ b/apps/py/ch03_lang/L06_ternary.py
@@ -8,3 +8,7 @@ def main():
         num = int(text)
         num_class = "small" if num < 100 else "huge!"
         print(f"The number is {num_class}")
+
+
+if __name__ == '__main__':
+    main()
diff --git a/apps/py/ch03_lang/L10_errors.py b/apps/py/ch03_lang/L10_errors.py
index 4be8460..7de0f69 100644
--- a/apps/py/ch03_lang/L10_errors.py
+++ b/apps/py/ch03_lang/L10_errors.py
@@ -9,7 +9,7 @@ def main():
             print(Fore.YELLOW + f"Calling sketchy_method with {v}...", flush=True)
             sketchy_method(v)
         except BrokenPipeError:
-            print(Fore.LIGHTRED_EX + f" **** Network error, check our wifi.")
+            print(Fore.LIGHTRED_EX + " **** Network error, check our wifi.")
         except ArithmeticError:
             print(Fore.LIGHTRED_EX + f" **** Cannot compute with {v}!")
         except Exception as e:

From b458f9f13eb776f846d0bb20974844e750369fc4 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:51:53 -0800
Subject: [PATCH 06/12] Update httpx code to follow redirects

A breaking change from awhile ago with httpx.
---
 apps/py/ch05_pypi/scrape.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/py/ch05_pypi/scrape.py b/apps/py/ch05_pypi/scrape.py
index d03e08a..1feeff5 100644
--- a/apps/py/ch05_pypi/scrape.py
+++ b/apps/py/ch05_pypi/scrape.py
@@ -13,7 +13,7 @@ def get_html(n: int) -> str:
     print(Fore.YELLOW + f"Getting HTML for episode {n}...", flush=True)
     url = f'https://talkpython.fm/{n}'
 
-    resp = httpx.get(url)
+    resp = httpx.get(url, follow_redirects=True)
     resp.raise_for_status()
 
     return resp.text

From 309e1780b6c1c1df158fd0a8cbbc690393f51505 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:56:01 -0800
Subject: [PATCH 07/12] Add requirements for data sci notebook section.

---
 apps/py/requirements.piptools |  3 +++
 apps/py/requirements.txt      | 32 ++++++++++++++++++++++++++++++--
 2 files changed, 33 insertions(+), 2 deletions(-)

diff --git a/apps/py/requirements.piptools b/apps/py/requirements.piptools
index 31d73e8..a310a83 100644
--- a/apps/py/requirements.piptools
+++ b/apps/py/requirements.piptools
@@ -3,6 +3,9 @@ colorama
 bs4
 httpx
 flask
+matplotlib
+numpy
+scipy
 sqlalchemy
 requests
 pytest
diff --git a/apps/py/requirements.txt b/apps/py/requirements.txt
index 41406c1..daa7db3 100644
--- a/apps/py/requirements.txt
+++ b/apps/py/requirements.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.12
+# This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
 #    pip-compile requirements.piptools
@@ -23,8 +23,14 @@ click==8.1.7
     # via flask
 colorama==0.4.6
     # via -r requirements.piptools
+contourpy==1.2.0
+    # via matplotlib
+cycler==0.12.1
+    # via matplotlib
 flask==3.0.0
     # via -r requirements.piptools
+fonttools==4.46.0
+    # via matplotlib
 h11==0.14.0
     # via httpcore
 httpcore==1.0.2
@@ -42,22 +48,38 @@ itsdangerous==2.1.2
     # via flask
 jinja2==3.1.2
     # via flask
+kiwisolver==1.4.5
+    # via matplotlib
 markdown-it-py==3.0.0
     # via rich
 markupsafe==2.1.3
     # via
     #   jinja2
     #   werkzeug
+matplotlib==3.8.2
+    # via -r requirements.piptools
 mdurl==0.1.2
     # via markdown-it-py
+numpy==1.26.2
+    # via
+    #   -r requirements.piptools
+    #   contourpy
+    #   matplotlib
+    #   scipy
 packaging==23.2
-    # via pytest
+    # via
+    #   matplotlib
+    #   pytest
+pillow==10.1.0
+    # via matplotlib
 pluggy==1.3.0
     # via pytest
 pprintpp==0.4.0
     # via pytest-clarity
 pygments==2.17.2
     # via rich
+pyparsing==3.1.1
+    # via matplotlib
 pytest==7.4.3
     # via
     #   -r requirements.piptools
@@ -67,10 +89,16 @@ pytest-clarity==1.0.1
     # via -r requirements.piptools
 pytest-mock==3.12.0
     # via -r requirements.piptools
+python-dateutil==2.8.2
+    # via matplotlib
 requests==2.31.0
     # via -r requirements.piptools
 rich==13.7.0
     # via pytest-clarity
+scipy==1.11.4
+    # via -r requirements.piptools
+six==1.16.0
+    # via python-dateutil
 sniffio==1.3.0
     # via
     #   anyio

From 5502ea11f7cab6bb83af7f32166ad242495e9286 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 15:58:02 -0800
Subject: [PATCH 08/12] Clean up code format for emerging standard with ruff
 format.

---
 apps/py/ch03_lang/L01_structure.py            |  8 ++--
 apps/py/ch03_lang/L02_iteration.py            |  8 ++--
 apps/py/ch03_lang/L03_function_basics.py      | 10 ++---
 apps/py/ch03_lang/L04_function_args.py        | 20 ++++-----
 apps/py/ch03_lang/L06_ternary.py              |  8 ++--
 apps/py/ch03_lang/L08_closures.py             |  4 +-
 apps/py/ch03_lang/L09_types.py                |  5 +--
 apps/py/ch03_lang/L10_errors.py               | 14 +++----
 apps/py/ch03_lang/L11_using.py                |  6 +--
 apps/py/ch03_lang/L12_switch.py               | 17 ++++----
 apps/py/ch03_lang/switchlang.py               | 25 +++++------
 apps/py/ch04_oop/models/basic_car.py          |  2 +-
 apps/py/ch04_oop/models/car.py                |  5 +--
 apps/py/ch04_oop/models/electric_car.py       |  3 +-
 apps/py/ch04_oop/models/parking_lot.py        |  8 +---
 apps/py/ch04_oop/models/sports_car.py         |  5 +--
 apps/py/ch04_oop/program.py                   |  4 +-
 apps/py/ch05_pypi/scrape.py                   |  8 ++--
 apps/py/ch06_memory/doomed.py                 |  4 +-
 apps/py/ch06_memory/mem_explorer.py           | 28 +++++--------
 apps/py/ch06_memory/memutil.py                |  2 +-
 apps/py/ch07_web/guitary/data/guitar.py       |  1 -
 .../guitary/services/catalog_service.py       |  6 +--
 apps/py/ch07_web/speed_test.py                |  4 +-
 apps/py/ch07_web/wsgi.py                      |  1 -
 apps/py/ch08_db/guitary/data/data_loader.py   | 21 ++++++----
 .../ch08_db/guitary/data/session_factory.py   |  4 +-
 .../guitary/services/catalog_service.py       |  4 +-
 apps/py/ch09_testing/guitar_app.py            |  8 ++--
 apps/py/ch09_testing/lib.py                   | 15 +++----
 apps/py/ch09_testing/test_lib.py              |  1 +
 apps/py/ch10_async/ascrape.py                 | 11 ++---
 apps/py/ch11_notebooks/lorenz.py              | 16 +++----
 ruff.toml                                     | 42 +++++++++++++++++++
 34 files changed, 174 insertions(+), 154 deletions(-)
 create mode 100644 ruff.toml

diff --git a/apps/py/ch03_lang/L01_structure.py b/apps/py/ch03_lang/L01_structure.py
index 4e2d546..4acdfcd 100644
--- a/apps/py/ch03_lang/L01_structure.py
+++ b/apps/py/ch03_lang/L01_structure.py
@@ -1,14 +1,14 @@
 def main():
-    name = input("What is your name? ")
+    name = input('What is your name? ')
     some_method(name)
 
 
 def some_method(name):
     if name.strip().lower() == 'michael':
-        print("Hello old friend!")
+        print('Hello old friend!')
     else:
-        print(f"Nice to meet you {name}.")
-        print("My name is Python!")
+        print(f'Nice to meet you {name}.')
+        print('My name is Python!')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L02_iteration.py b/apps/py/ch03_lang/L02_iteration.py
index 9c69018..7d410f5 100644
--- a/apps/py/ch03_lang/L02_iteration.py
+++ b/apps/py/ch03_lang/L02_iteration.py
@@ -1,5 +1,5 @@
 def main():
-    print("Python iteration demo")
+    print('Python iteration demo')
 
     # while True:
     #     name = input("What is your name? ")
@@ -10,16 +10,16 @@ def main():
 
     nums = [1, 5, 8, 10, 7, 2]  # <-- List<object>
     for n in nums:
-        print(f"The next number is {n}.")
+        print(f'The next number is {n}.')
     print()
 
     for idx, n in enumerate(nums, start=1):
-        print(f"The {idx}th number is {n}.")
+        print(f'The {idx}th number is {n}.')
 
     # NO for (i=0; i < len(nums); i++)
     print()
     for _ in range(1, 6):
-        print("This time!")
+        print('This time!')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L03_function_basics.py b/apps/py/ch03_lang/L03_function_basics.py
index 1fb9f9d..eb0bd13 100644
--- a/apps/py/ch03_lang/L03_function_basics.py
+++ b/apps/py/ch03_lang/L03_function_basics.py
@@ -18,7 +18,7 @@ def main():
         if evaluate_guess(guess, the_number):
             break
 
-    print(f"You got the number in {count} attempts. Thanks for playing, bye!")
+    print(f'You got the number in {count} attempts. Thanks for playing, bye!')
 
 
 def evaluate_guess(guess, number):
@@ -35,14 +35,14 @@ def evaluate_guess(guess, number):
 def get_guess():
     val = None
     try:
-        text = input("What number am I thinking of? ")
+        text = input('What number am I thinking of? ')
         val = int(text)
         if val < 1 or 100 < val:
-            print(f"{val} is not between 1 and 100.")
+            print(f'{val} is not between 1 and 100.')
             return None
         return val
     except:
-        print(f"{val} is not an integer!")
+        print(f'{val} is not an integer!')
         return None
 
 
@@ -54,7 +54,7 @@ def show_header():
     print('-------------------------------------------')
     print()
     print("I'm thinking of a number between 1 & 100. ")
-    print("How many steps can you guess it in?")
+    print('How many steps can you guess it in?')
     print()
 
     # implicit
diff --git a/apps/py/ch03_lang/L04_function_args.py b/apps/py/ch03_lang/L04_function_args.py
index 2a35ba0..934bce5 100644
--- a/apps/py/ch03_lang/L04_function_args.py
+++ b/apps/py/ch03_lang/L04_function_args.py
@@ -1,22 +1,22 @@
 def main():
-    print("say_hello()")
+    print('say_hello()')
     say_hello()
     print()
 
-    print("say_hello(name)")
-    say_hello("Zoe")
+    print('say_hello(name)')
+    say_hello('Zoe')
     print()
 
-    print("say_hello(name, times)")
-    say_hello("Zoe", 5)
+    print('say_hello(name, times)')
+    say_hello('Zoe', 5)
     print()
 
-    print("say_hello(name, times, 1, 2, 3, 4)")
-    say_hello("Zoe", 5, 1, 2, 3, 4)
+    print('say_hello(name, times, 1, 2, 3, 4)')
+    say_hello('Zoe', 5, 1, 2, 3, 4)
     print()
 
-    print("say_hello(name, times, 1, 2, 3, 4, val=7, mode=prod)")
-    say_hello("Zoe", 5, 1, 2, 3, 4, val=7, mode="prod")
+    print('say_hello(name, times, 1, 2, 3, 4, val=7, mode=prod)')
+    say_hello('Zoe', 5, 1, 2, 3, 4, val=7, mode='prod')
     print()
 
     # THis isn't really an option
@@ -30,7 +30,7 @@ def main():
 
 
 def say_hello(name='friend', times=1, *args, **kwargs):
-    print(f"Hello {name} with times={times}, args={args}, kwargs={kwargs}!")
+    print(f'Hello {name} with times={times}, args={args}, kwargs={kwargs}!')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L06_ternary.py b/apps/py/ch03_lang/L06_ternary.py
index f91c930..3ee8d5b 100644
--- a/apps/py/ch03_lang/L06_ternary.py
+++ b/apps/py/ch03_lang/L06_ternary.py
@@ -1,13 +1,13 @@
 def main():
     while True:
-        text = input("Enter a number: ")
+        text = input('Enter a number: ')
         if not text:
-            print("Later...")
+            print('Later...')
             break
 
         num = int(text)
-        num_class = "small" if num < 100 else "huge!"
-        print(f"The number is {num_class}")
+        num_class = 'small' if num < 100 else 'huge!'
+        print(f'The number is {num_class}')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L08_closures.py b/apps/py/ch03_lang/L08_closures.py
index eb24386..b8373ee 100644
--- a/apps/py/ch03_lang/L08_closures.py
+++ b/apps/py/ch03_lang/L08_closures.py
@@ -11,14 +11,14 @@ def main():
 
 
 def create_counter(start_val, counter_id):
-    print(f"Creating a counter with start value {start_val}...")
+    print(f'Creating a counter with start value {start_val}...')
 
     inc = start_val
 
     def counter():
         nonlocal inc
         inc += 1
-        print(f"#{counter_id}: Counting {start_val}\t -->\t{inc}.")
+        print(f'#{counter_id}: Counting {start_val}\t -->\t{inc}.')
 
     return counter
 
diff --git a/apps/py/ch03_lang/L09_types.py b/apps/py/ch03_lang/L09_types.py
index 33a46ae..a7c2a27 100644
--- a/apps/py/ch03_lang/L09_types.py
+++ b/apps/py/ch03_lang/L09_types.py
@@ -2,13 +2,12 @@
 
 
 class Wizard:
-
     def __init__(self):
         self.name: Optional[str] = None
         self.level: int = 0
 
     @staticmethod
-    def train(base_level: int) -> "Wizard":
+    def train(base_level: int) -> 'Wizard':
         w = Wizard()
         w.level = base_level
 
@@ -18,7 +17,7 @@ def train(base_level: int) -> "Wizard":
 def main():
     gandolf: Wizard = Wizard.train(100)
     gandolf.level += 1
-    print(f"The wizard Gandolf is level {gandolf.level}")
+    print(f'The wizard Gandolf is level {gandolf.level}')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L10_errors.py b/apps/py/ch03_lang/L10_errors.py
index 7de0f69..f913e19 100644
--- a/apps/py/ch03_lang/L10_errors.py
+++ b/apps/py/ch03_lang/L10_errors.py
@@ -6,14 +6,14 @@ def main():
 
     for v in values:
         try:
-            print(Fore.YELLOW + f"Calling sketchy_method with {v}...", flush=True)
+            print(Fore.YELLOW + f'Calling sketchy_method with {v}...', flush=True)
             sketchy_method(v)
         except BrokenPipeError:
-            print(Fore.LIGHTRED_EX + " **** Network error, check our wifi.")
+            print(Fore.LIGHTRED_EX + ' **** Network error, check our wifi.')
         except ArithmeticError:
-            print(Fore.LIGHTRED_EX + f" **** Cannot compute with {v}!")
+            print(Fore.LIGHTRED_EX + f' **** Cannot compute with {v}!')
         except Exception as e:
-            print(Fore.LIGHTRED_EX + f" **** Error: {type(e).__name__} ==> {str(e)}")
+            print(Fore.LIGHTRED_EX + f' **** Error: {type(e).__name__} ==> {str(e)}')
         # finally:
         #     print("Finally!")
 
@@ -22,13 +22,13 @@ def sketchy_method(value: int):
     import random
 
     if not value:
-        raise ValueError(f"{value} is not valid.")
+        raise ValueError(f'{value} is not valid.')
     elif value % 6 == 0:
         raise ArithmeticError()
     elif random.randint(1, 10) == 3:
-        raise BrokenPipeError("Bad network!")
+        raise BrokenPipeError('Bad network!')
 
-    print("sketchy_method() actually worked!")
+    print('sketchy_method() actually worked!')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L11_using.py b/apps/py/ch03_lang/L11_using.py
index 29bed3a..27d0be8 100644
--- a/apps/py/ch03_lang/L11_using.py
+++ b/apps/py/ch03_lang/L11_using.py
@@ -3,14 +3,14 @@
 
 def main():
     data = {
-        "name": "Michael",
-        "language": "Python",
+        'name': 'Michael',
+        'language': 'Python',
     }
 
     with open('file.json', 'w', encoding='utf-8') as fout:
         json.dump(data, fout, indent=True)
 
-    print("Saved to local file: file.json")
+    print('Saved to local file: file.json')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/L12_switch.py b/apps/py/ch03_lang/L12_switch.py
index dd8f65d..63df7e9 100644
--- a/apps/py/ch03_lang/L12_switch.py
+++ b/apps/py/ch03_lang/L12_switch.py
@@ -3,23 +3,22 @@
 
 def main():
     while True:
-
-        text = input("Enter a number between 1 & 4: ")
+        text = input('Enter a number between 1 & 4: ')
         if not text:
-            print("Later!")
+            print('Later!')
             break
 
         num = int(text)
 
         with switch(num) as s:
-            s.case(1, lambda: print("One is fun!"))
-            s.case(2, lambda: print("2 * 2 = 4"))
-            s.case(3, lambda: print("Three and free."))
-            s.case(4, lambda: print("4 more!"))
+            s.case(1, lambda: print('One is fun!'))
+            s.case(2, lambda: print('2 * 2 = 4'))
+            s.case(3, lambda: print('Three and free.'))
+            s.case(4, lambda: print('4 more!'))
             s.case(closed_range(10, 20), lambda: num * num)
-            s.default(lambda: print(f"Say what? {num}."))
+            s.default(lambda: print(f'Say what? {num}.'))
 
-        print(f"Done and got {s.result}")
+        print(f'Done and got {s.result}')
 
 
 if __name__ == '__main__':
diff --git a/apps/py/ch03_lang/switchlang.py b/apps/py/ch03_lang/switchlang.py
index a41d52f..2cb59e8 100644
--- a/apps/py/ch03_lang/switchlang.py
+++ b/apps/py/ch03_lang/switchlang.py
@@ -4,10 +4,11 @@
 
 class switch:
     """
-        python-switch is a module-level implementation of the switch statement for Python.
-        See https://github.com/mikeckennedy/python-switch for full details.
-        Copyright Michael Kennedy (https://twitter.com/mkennedy)
+    python-switch is a module-level implementation of the switch statement for Python.
+    See https://github.com/mikeckennedy/python-switch for full details.
+    Copyright Michael Kennedy (https://twitter.com/mkennedy)
     """
+
     __no_result = uuid.uuid4()
     __default = uuid.uuid4()
 
@@ -58,7 +59,7 @@ def case(self, key, func: Callable[[], Any], fallthrough=False):
 
         if isinstance(key, list):
             if not key:
-                raise ValueError("You cannot pass an empty collection as the case. It will never match.")
+                raise ValueError('You cannot pass an empty collection as the case. It will never match.')
 
             found = False
             for i in key:
@@ -70,11 +71,11 @@ def case(self, key, func: Callable[[], Any], fallthrough=False):
             return found
 
         if key in self.cases:
-            raise ValueError(f"Duplicate case: {key}")
+            raise ValueError(f'Duplicate case: {key}')
         if not func:
-            raise ValueError("Action for case cannot be None.")
+            raise ValueError('Action for case cannot be None.')
         if not callable(func):
-            raise ValueError("Func must be callable.")
+            raise ValueError('Func must be callable.')
 
         self.cases.add(key)
         if key == self.value or not self._found and key == self.__default:
@@ -92,8 +93,9 @@ def __exit__(self, exc_type, exc_val, exc_tb):
             raise exc_val
 
         if not self._func_stack:
-            raise Exception("Value does not match any case and there "
-                            "is no default case: value {}".format(self.value))
+            raise Exception(
+                'Value does not match any case and there ' 'is no default case: value {}'.format(self.value)
+            )
 
         for func in self._func_stack:
             # noinspection PyCallingNonCallable
@@ -102,14 +104,13 @@ def __exit__(self, exc_type, exc_val, exc_tb):
     @property
     def result(self):
         if self.__result == switch.__no_result:
-            raise Exception("No result has been computed (did you access "
-                            "switch.result inside the with block?)")
+            raise Exception('No result has been computed (did you access ' 'switch.result inside the with block?)')
 
         return self.__result
 
 
 def closed_range(start: int, stop: int, step=1) -> range:
     if start >= stop:
-        raise ValueError("Start must be less than stop.")
+        raise ValueError('Start must be less than stop.')
 
     return range(start, stop + step, step)
diff --git a/apps/py/ch04_oop/models/basic_car.py b/apps/py/ch04_oop/models/basic_car.py
index 2624873..0c0935e 100644
--- a/apps/py/ch04_oop/models/basic_car.py
+++ b/apps/py/ch04_oop/models/basic_car.py
@@ -3,4 +3,4 @@
 
 class BasicCar(Car):
     def refuel(self):
-        print("BasicCar: Basic cars take any old gas.")
+        print('BasicCar: Basic cars take any old gas.')
diff --git a/apps/py/ch04_oop/models/car.py b/apps/py/ch04_oop/models/car.py
index defb973..71165fd 100644
--- a/apps/py/ch04_oop/models/car.py
+++ b/apps/py/ch04_oop/models/car.py
@@ -2,7 +2,6 @@
 
 
 class Car(abc.ABC):
-
     def __init__(self, model_name: str, engine_type: str, cylinders: int, base_price: float):
         self.base_price: float = base_price
         self.cylinders: int = cylinders
@@ -10,7 +9,7 @@ def __init__(self, model_name: str, engine_type: str, cylinders: int, base_price
         self.model_name: str = model_name
 
     def drive(self):
-        print(f"Car: The {self.model_name} goes vroom!")
+        print(f'Car: The {self.model_name} goes vroom!')
 
     @abc.abstractmethod
     def refuel(self):
@@ -21,7 +20,7 @@ def is_electric(self):
         return self.engine_type == 'electric'
 
     def __str__(self):
-        return f"{type(self).__name__}: Model: {self.model_name}, price: ${self.base_price:,.0f}"
+        return f'{type(self).__name__}: Model: {self.model_name}, price: ${self.base_price:,.0f}'
 
     def __repr__(self):
         return self.__str__()
diff --git a/apps/py/ch04_oop/models/electric_car.py b/apps/py/ch04_oop/models/electric_car.py
index 042dbf0..ff04246 100644
--- a/apps/py/ch04_oop/models/electric_car.py
+++ b/apps/py/ch04_oop/models/electric_car.py
@@ -2,14 +2,13 @@
 
 
 class ElectricCar(Car):
-
     def __init__(self, model_name: str, base_price: float):
         # first!
         super().__init__(model_name, 'electric', 0, base_price)
         # then other stuff..
 
     def drive(self):
-        print(f"ElectricCar: The electric {self.model_name} zooms silently along!")
+        print(f'ElectricCar: The electric {self.model_name} zooms silently along!')
 
     def refuel(self):
         print(f'ElectricCar: The {self.model_name} is charging up.')
diff --git a/apps/py/ch04_oop/models/parking_lot.py b/apps/py/ch04_oop/models/parking_lot.py
index 6d7e69d..fbea0f7 100644
--- a/apps/py/ch04_oop/models/parking_lot.py
+++ b/apps/py/ch04_oop/models/parking_lot.py
@@ -4,19 +4,15 @@
 
 
 class ParkingLot:
-
     def __init__(self, spot_names: List[str]):
         # self.spots = dict()
         # for n in spot_names:
         #     self.spots[n] = None
 
-        self.spots: Dict[str, Optional[Car]] = {
-            n: None
-            for n in spot_names
-        }
+        self.spots: Dict[str, Optional[Car]] = {n: None for n in spot_names}
 
     @staticmethod
-    def create(spots_per_level: int, levels: int) -> "ParkingLot":
+    def create(spots_per_level: int, levels: int) -> 'ParkingLot':
         names = []
         level_names = ['A', 'B', 'C', 'D', 'E', 'G']
         for ln in level_names[:levels]:
diff --git a/apps/py/ch04_oop/models/sports_car.py b/apps/py/ch04_oop/models/sports_car.py
index 668df56..fb4487a 100644
--- a/apps/py/ch04_oop/models/sports_car.py
+++ b/apps/py/ch04_oop/models/sports_car.py
@@ -2,9 +2,8 @@
 
 
 class SportsCar(Car):
-
     def drive(self):
-        print(f"SportsCar: The {self.model_name} tears along the highway!")
+        print(f'SportsCar: The {self.model_name} tears along the highway!')
 
     def refuel(self):
-        print(f"SportsCar: The {self.model_name} only wants the best gas.")
+        print(f'SportsCar: The {self.model_name} only wants the best gas.')
diff --git a/apps/py/ch04_oop/program.py b/apps/py/ch04_oop/program.py
index 5791bcc..e3fe45c 100644
--- a/apps/py/ch04_oop/program.py
+++ b/apps/py/ch04_oop/program.py
@@ -22,12 +22,12 @@ def park_cars(cars: List[Car]):
 
     for spot, car in lot:
         if car:
-            print(f"Spot: {spot} has car {car}.")
+            print(f'Spot: {spot} has car {car}.')
 
 
 def use_cars(cars):
     for car in cars:
-        print(f"{car.model_name} is electric? {car.is_electric}")
+        print(f'{car.model_name} is electric? {car.is_electric}')
         car.drive()
         car.refuel()
         print()
diff --git a/apps/py/ch05_pypi/scrape.py b/apps/py/ch05_pypi/scrape.py
index 1feeff5..b040673 100644
--- a/apps/py/ch05_pypi/scrape.py
+++ b/apps/py/ch05_pypi/scrape.py
@@ -4,13 +4,13 @@
 
 
 def main():
-    print("Using Python packages")
+    print('Using Python packages')
 
     get_titles()
 
 
 def get_html(n: int) -> str:
-    print(Fore.YELLOW + f"Getting HTML for episode {n}...", flush=True)
+    print(Fore.YELLOW + f'Getting HTML for episode {n}...', flush=True)
     url = f'https://talkpython.fm/{n}'
 
     resp = httpx.get(url, follow_redirects=True)
@@ -20,12 +20,12 @@ def get_html(n: int) -> str:
 
 
 def get_title_from_html(n: int, html: str) -> str:
-    print(Fore.CYAN + f"Getting TITLE for episode {n}...", flush=True)
+    print(Fore.CYAN + f'Getting TITLE for episode {n}...', flush=True)
 
     soup = bs4.BeautifulSoup(html, 'html.parser')
     header = soup.select_one('h1')
     if not header:
-        return "MISSING"
+        return 'MISSING'
 
     return header.text.strip()
 
diff --git a/apps/py/ch06_memory/doomed.py b/apps/py/ch06_memory/doomed.py
index 72594d6..d405a75 100644
--- a/apps/py/ch06_memory/doomed.py
+++ b/apps/py/ch06_memory/doomed.py
@@ -1,10 +1,10 @@
 class Doomed:
     def __init__(self, *friends):
         self.friends = list(friends)
-        print(f"Created Doomed at {id(self)}")
+        print(f'Created Doomed at {id(self)}')
 
     def __del__(self):
-        print(f"DEL Doomed at {id(self)}")
+        print(f'DEL Doomed at {id(self)}')
 
     def __str__(self):
         return self.__repr__()
diff --git a/apps/py/ch06_memory/mem_explorer.py b/apps/py/ch06_memory/mem_explorer.py
index 09cf184..11e720f 100644
--- a/apps/py/ch06_memory/mem_explorer.py
+++ b/apps/py/ch06_memory/mem_explorer.py
@@ -9,7 +9,7 @@ def main():
     print()
     print()
     gcing()
-    print("PROGRAM ENDING!", flush=True)
+    print('PROGRAM ENDING!', flush=True)
 
 
 def ref_counting():
@@ -18,18 +18,18 @@ def ref_counting():
     v1 = Doomed()
     v1_id = id(v1)
 
-    print(f"Step 1: Ref count is {memutil.refs(v1_id)}")
+    print(f'Step 1: Ref count is {memutil.refs(v1_id)}')
 
     v2 = v1
-    print(f"Step 2: Ref count is {memutil.refs(v1_id)}")
+    print(f'Step 2: Ref count is {memutil.refs(v1_id)}')
 
     v2 = None
-    print(f"Step 3: Ref count is {memutil.refs(v1_id)}")
+    print(f'Step 3: Ref count is {memutil.refs(v1_id)}')
 
     v1 = None
-    print(f"Step 4: Ref count is {memutil.refs(v1_id)}")
+    print(f'Step 4: Ref count is {memutil.refs(v1_id)}')
 
-    print("End of method!", flush=True)
+    print('End of method!', flush=True)
 
 
 def gcing():
@@ -42,25 +42,17 @@ def gcing():
     v1_id = id(v1)
     v2_id = id(v2)
 
-    print(f"Step 1: GC count is {memutil.refs(v1_id)} {memutil.refs(v2_id)}")
+    print(f'Step 1: GC count is {memutil.refs(v1_id)} {memutil.refs(v2_id)}')
 
     v1 = None
     v2 = None
-    print(f"Step 2: GC count is {memutil.refs(v1_id)} {memutil.refs(v2_id)}")
+    print(f'Step 2: GC count is {memutil.refs(v1_id)} {memutil.refs(v2_id)}')
 
     gc.collect()
-    print(f"Step 3: GC count is {memutil.refs(v1_id)} {memutil.refs(v2_id)}")
+    print(f'Step 3: GC count is {memutil.refs(v1_id)} {memutil.refs(v2_id)}')
 
-    print("End of method!", flush=True)
+    print('End of method!', flush=True)
 
 
 if __name__ == '__main__':
     main()
-
-
-
-
-
-
-
-
diff --git a/apps/py/ch06_memory/memutil.py b/apps/py/ch06_memory/memutil.py
index 942216e..45be8d0 100644
--- a/apps/py/ch06_memory/memutil.py
+++ b/apps/py/ch06_memory/memutil.py
@@ -3,7 +3,7 @@
 
 # We use ctypes module  to access our unreachable objects by memory address.
 class PyObject(ctypes.Structure):
-    _fields_ = [("refcnt", ctypes.c_long)]
+    _fields_ = [('refcnt', ctypes.c_long)]
 
 
 def refs(obj_id) -> int:
diff --git a/apps/py/ch07_web/guitary/data/guitar.py b/apps/py/ch07_web/guitary/data/guitar.py
index f0800d0..760e9b8 100644
--- a/apps/py/ch07_web/guitary/data/guitar.py
+++ b/apps/py/ch07_web/guitary/data/guitar.py
@@ -1,5 +1,4 @@
 class Guitar:
-
     def __init__(self, name: str, price: float, img: str, style: str):
         self.style = style
         self.img = img
diff --git a/apps/py/ch07_web/guitary/services/catalog_service.py b/apps/py/ch07_web/guitary/services/catalog_service.py
index 0cf2f41..61dd049 100644
--- a/apps/py/ch07_web/guitary/services/catalog_service.py
+++ b/apps/py/ch07_web/guitary/services/catalog_service.py
@@ -20,10 +20,6 @@ def all_guitars(style: Optional[str]) -> List[Guitar]:
     if style is None or style == 'all':
         return guitars
 
-    filtered_guitars = [
-        g
-        for g in guitars
-        if g.style == style
-    ]
+    filtered_guitars = [g for g in guitars if g.style == style]
 
     return filtered_guitars
diff --git a/apps/py/ch07_web/speed_test.py b/apps/py/ch07_web/speed_test.py
index b344f02..9240bae 100644
--- a/apps/py/ch07_web/speed_test.py
+++ b/apps/py/ch07_web/speed_test.py
@@ -9,9 +9,9 @@
 
 def main():
     url = input("What's the URL? ").strip()
-    times = int(input("How many rounds <num>? "))
+    times = int(input('How many rounds <num>? '))
 
-    print(f"Running timing against {url}, {times} times.")
+    print(f'Running timing against {url}, {times} times.')
     total_time = 0.0
     with no_ssl_verification():
         with requests.Session() as session:
diff --git a/apps/py/ch07_web/wsgi.py b/apps/py/ch07_web/wsgi.py
index 4fe26e7..68578b6 100644
--- a/apps/py/ch07_web/wsgi.py
+++ b/apps/py/ch07_web/wsgi.py
@@ -1,2 +1 @@
 from guitary.app import app
-
diff --git a/apps/py/ch08_db/guitary/data/data_loader.py b/apps/py/ch08_db/guitary/data/data_loader.py
index c4cec28..dbe810d 100644
--- a/apps/py/ch08_db/guitary/data/data_loader.py
+++ b/apps/py/ch08_db/guitary/data/data_loader.py
@@ -3,26 +3,31 @@
 
 
 def load_guitars_if_empty():
-
     with session_factory.create_session() as ctx:
         count = ctx.session.query(Guitar).count()
         if count > 0:
-            print(f"Not adding new data, there are {count} guitars already.")
+            print(f'Not adding new data, there are {count} guitars already.')
             return
 
         guitars = [
             Guitar(name='AX Black', price=499, img='/static/img/guitars/ax-black.jpg', style='electric'),
-            Guitar(name='Jet Black Electric', price=599, img='/static/img/guitars/jet-black-electric.jpg',
-                   style='electric'),
+            Guitar(
+                name='Jet Black Electric', price=599, img='/static/img/guitars/jet-black-electric.jpg', style='electric'
+            ),
             Guitar(name='Weezer Classic', price=1499, img='/static/img/guitars/weezer-classic.jpg', style='electric'),
             Guitar(name='Acoustic Black', price=1298, img='/static/img/guitars/black-acoustic.jpg', style='acoustic'),
             Guitar(name='Mellow Yellow', price=799, img='/static/img/guitars/mellow-yellow.jpg', style='electric'),
             Guitar(name='White Vibes', price=699, img='/static/img/guitars/white-vibes.jpg', style='electric'),
-            Guitar(name='Brush Riffs', price=599, img='/static/img/guitars/brushed-black-electric.jpg',
-                   style='electric'),
+            Guitar(
+                name='Brush Riffs', price=599, img='/static/img/guitars/brushed-black-electric.jpg', style='electric'
+            ),
             Guitar(name="Nature's Song", price=799, img='/static/img/guitars/natures-song.jpg', style='electric'),
-            Guitar(name='Electric Wood Grain', price=399, img='/static/img/guitars/woodgrain-electric.jpg',
-                   style='electric'),
+            Guitar(
+                name='Electric Wood Grain',
+                price=399,
+                img='/static/img/guitars/woodgrain-electric.jpg',
+                style='electric',
+            ),
         ]
 
         # Do work here...
diff --git a/apps/py/ch08_db/guitary/data/session_factory.py b/apps/py/ch08_db/guitary/data/session_factory.py
index 3f449f3..8145f5b 100644
--- a/apps/py/ch08_db/guitary/data/session_factory.py
+++ b/apps/py/ch08_db/guitary/data/session_factory.py
@@ -24,7 +24,7 @@ def global_init(db_name: str):
 
 def create_tables():
     if not __engine:
-        raise Exception("You must call global_init() first.")
+        raise Exception('You must call global_init() first.')
 
     # noinspection PyUnresolvedReferences
     from guitary.data.guitar import Guitar
@@ -35,7 +35,7 @@ def create_tables():
 
 def create_session() -> ContextSession:
     if not __factory:
-        raise Exception("You must call global_init() first.")
+        raise Exception('You must call global_init() first.')
 
     session = __factory()
     session.expire_on_commit = False
diff --git a/apps/py/ch08_db/guitary/services/catalog_service.py b/apps/py/ch08_db/guitary/services/catalog_service.py
index 6e4c997..115a5dd 100644
--- a/apps/py/ch08_db/guitary/services/catalog_service.py
+++ b/apps/py/ch08_db/guitary/services/catalog_service.py
@@ -12,8 +12,6 @@ def all_guitars(style: Optional[str]) -> List[Guitar]:
             return list(guitars)
 
         # noinspection PyUnresolvedReferences
-        filtered_guitars = list(ctx.session.query(Guitar)
-                                .filter(Guitar.style == style)
-                                .order_by(Guitar.price.desc()))
+        filtered_guitars = list(ctx.session.query(Guitar).filter(Guitar.style == style).order_by(Guitar.price.desc()))
 
     return filtered_guitars
diff --git a/apps/py/ch09_testing/guitar_app.py b/apps/py/ch09_testing/guitar_app.py
index 484fd4f..3e8cba0 100644
--- a/apps/py/ch09_testing/guitar_app.py
+++ b/apps/py/ch09_testing/guitar_app.py
@@ -2,16 +2,16 @@
 
 
 def main():
-    print("Welcome to the guitar app.")
+    print('Welcome to the guitar app.')
     while True:
         print()
-        style = input("What style of guitar do you want to see? ")
+        style = input('What style of guitar do you want to see? ')
         if not style:
-            print("cya")
+            print('cya')
             break
 
         guitars = lib.all_guitars(style)
-        print(f"We found {len(guitars)} guitars.")
+        print(f'We found {len(guitars)} guitars.')
         for idx, g in enumerate(guitars, start=1):
             print(f'{idx}. {g.name} for ${g.price:,.0f} ({g.style})')
 
diff --git a/apps/py/ch09_testing/lib.py b/apps/py/ch09_testing/lib.py
index 6b72431..acfbed9 100644
--- a/apps/py/ch09_testing/lib.py
+++ b/apps/py/ch09_testing/lib.py
@@ -3,8 +3,7 @@
 
 
 class Guitar:
-    def __init__(self, name: str = None, price: float = 0.0,
-                 img: str = None, style: str = None):
+    def __init__(self, name: str = None, price: float = 0.0, img: str = None, style: str = None):
         self.style = style
         self.img = img
         self.price = price
@@ -17,27 +16,23 @@ def all_guitars(style: Optional[str]) -> List[Guitar]:
 
     style = style.lower()
 
-    log(f"Guitars for {style}")
+    log(f'Guitars for {style}')
     guitars = get_guitars_from_db()
     if style == 'all':
         return guitars
 
-    return [
-        g
-        for g in guitars
-        if g.style == style
-    ]
+    return [g for g in guitars if g.style == style]
 
 
 def log(msg: str):
     # raise Exception("NO LOG!")
-    print(Fore.YELLOW + "LOGGING THIS TO A FILE, SHOULD NOT SEE IN TEST: " + Fore.WHITE + f"{msg}.")
+    print(Fore.YELLOW + 'LOGGING THIS TO A FILE, SHOULD NOT SEE IN TEST: ' + Fore.WHITE + f'{msg}.')
 
 
 # noinspection DuplicatedCode
 def get_guitars_from_db():
     # raise Exception("NO DB!")
-    print(Fore.YELLOW + "GETTING GUITARS FROM DB! Should not see in test." + Fore.WHITE)
+    print(Fore.YELLOW + 'GETTING GUITARS FROM DB! Should not see in test.' + Fore.WHITE)
     # This guitar data simulates what we would actually get back from the database.
     guitars = [
         Guitar('AX Black', 499, '/static/img/guitars/ax-black.jpg', style='electric'),
diff --git a/apps/py/ch09_testing/test_lib.py b/apps/py/ch09_testing/test_lib.py
index b9026bd..7893cec 100644
--- a/apps/py/ch09_testing/test_lib.py
+++ b/apps/py/ch09_testing/test_lib.py
@@ -4,6 +4,7 @@
 
 import lib
 import pytest_mock
+
 # noinspection PyUnresolvedReferences
 from test_fixtures import guitar_data
 
diff --git a/apps/py/ch10_async/ascrape.py b/apps/py/ch10_async/ascrape.py
index 6a514df..f34fd76 100644
--- a/apps/py/ch10_async/ascrape.py
+++ b/apps/py/ch10_async/ascrape.py
@@ -6,17 +6,17 @@
 
 
 def main():
-    print("Python async web scraper")
+    print('Python async web scraper')
 
     t0 = datetime.datetime.now()
     get_titles().result()
     dt = datetime.datetime.now() - t0
-    print(f"Finished in {dt.total_seconds():,.2f} seconds.")
+    print(f'Finished in {dt.total_seconds():,.2f} seconds.')
 
 
 @unsync
 async def get_html(n: int) -> str:
-    print(Fore.YELLOW + f"Getting HTML for episode {n}...", flush=True)
+    print(Fore.YELLOW + f'Getting HTML for episode {n}...', flush=True)
     url = f'https://talkpython.fm/{n}'
 
     # The "async with" syntax ensures that all active connections are closed on exit.
@@ -30,12 +30,12 @@ async def get_html(n: int) -> str:
 # @unsync                # <-- will run get_title_from_html() on a background thread.
 # @unsync(cpu_bound=True)  # <-- will run get_title_from_html() on a subprocess.
 def get_title_from_html(n: int, html: str) -> str:
-    print(Fore.CYAN + f"Getting TITLE for episode {n}...", flush=True)
+    print(Fore.CYAN + f'Getting TITLE for episode {n}...', flush=True)
 
     soup = bs4.BeautifulSoup(html, 'html.parser')
     header = soup.select_one('h1')
     if not header:
-        return "MISSING"
+        return 'MISSING'
 
     return header.text.strip()
 
@@ -46,6 +46,7 @@ def get_title_from_html(n: int, html: str) -> str:
 #         title = get_title_from_html(n, html)
 #         print(Fore.GREEN + title)
 
+
 @unsync
 async def get_titles():
     tasks = []
diff --git a/apps/py/ch11_notebooks/lorenz.py b/apps/py/ch11_notebooks/lorenz.py
index c83aab2..95c02b4 100644
--- a/apps/py/ch11_notebooks/lorenz.py
+++ b/apps/py/ch11_notebooks/lorenz.py
@@ -3,7 +3,8 @@
 import numpy as np
 from scipy import integrate
 
-def solve_lorenz(sigma=10.0, beta=8./3, rho=28.0):
+
+def solve_lorenz(sigma=10.0, beta=8.0 / 3, rho=28.0):
     """Plot a solution to the Lorenz differential equations."""
 
     max_time = 4.0
@@ -17,7 +18,7 @@ def solve_lorenz(sigma=10.0, beta=8./3, rho=28.0):
     ax.set_xlim((-25, 25))
     ax.set_ylim((-35, 35))
     ax.set_zlim((5, 55))
-    
+
     def lorenz_deriv(x_y_z, t0, sigma=sigma, beta=beta, rho=rho):
         """Compute the time-derivative of a Lorenz system."""
         x, y, z = x_y_z
@@ -28,19 +29,18 @@ def lorenz_deriv(x_y_z, t0, sigma=sigma, beta=beta, rho=rho):
     x0 = -15 + 30 * np.random.random((N, 3))
 
     # Solve for the trajectories
-    t = np.linspace(0, max_time, int(250*max_time))
-    x_t = np.asarray([integrate.odeint(lorenz_deriv, x0i, t)
-                      for x0i in x0])
-    
+    t = np.linspace(0, max_time, int(250 * max_time))
+    x_t = np.asarray([integrate.odeint(lorenz_deriv, x0i, t) for x0i in x0])
+
     # choose a different color for each trajectory
     colors = plt.cm.viridis(np.linspace(0, 1, N))
 
     for i in range(N):
-        x, y, z = x_t[i,:,:].T
+        x, y, z = x_t[i, :, :].T
         lines = ax.plot(x, y, z, '-', c=colors[i])
         plt.setp(lines, linewidth=2)
     angle = 104
     ax.view_init(30, angle)
     plt.show()
 
-    return t, x_t
\ No newline at end of file
+    return t, x_t
diff --git a/ruff.toml b/ruff.toml
new file mode 100644
index 0000000..5537773
--- /dev/null
+++ b/ruff.toml
@@ -0,0 +1,42 @@
+# [ruff]
+line-length = 120
+format.quote-style = "single"
+
+# Enable Pyflakes `E` and `F` codes by default.
+select = ["E", "F"]
+ignore = []
+
+# Exclude a variety of commonly ignored directories.
+exclude = [
+    ".bzr",
+    ".direnv",
+    ".eggs",
+    ".git",
+    ".hg",
+    ".mypy_cache",
+    ".nox",
+    ".pants.d",
+    ".ruff_cache",
+    ".svn",
+    ".tox",
+    "__pypackages__",
+    "_build",
+    "buck-out",
+    "build",
+    "dist",
+    "node_modules",
+    ".env",
+    ".venv",
+    "venv",
+]
+per-file-ignores = {}
+
+# Allow unused variables when underscore-prefixed.
+# dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
+
+# Assume Python 3.11.
+target-version = "py311"
+
+#[tool.ruff.mccabe]
+## Unlike Flake8, default to a complexity level of 10.
+mccabe.max-complexity = 10

From afd61c1b73674a3b5979dac374af17afc3325130 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <michael@talkpython.fm>
Date: Tue, 12 Dec 2023 16:01:43 -0800
Subject: [PATCH 09/12] Update server deployment due to let's encrypt setup
 changes.

---
 .../server_setup/server_setup.sh              | 31 +++++++++++++++----
 1 file changed, 25 insertions(+), 6 deletions(-)

diff --git a/apps/py/ch12_deployment/server_setup/server_setup.sh b/apps/py/ch12_deployment/server_setup/server_setup.sh
index da5682e..ceeeb0c 100644
--- a/apps/py/ch12_deployment/server_setup/server_setup.sh
+++ b/apps/py/ch12_deployment/server_setup/server_setup.sh
@@ -15,8 +15,9 @@ sudo apt-get install -y -q nginx
 # for gzip support in uwsgi
 sudo apt-get install --no-install-recommends -y -q libpcre3-dev libz-dev
 
-# Stop the hackers
-sudo apt install fail2ban -y
+# Fail2ban no longer supported
+# Skip this for now.
+# sudo apt install fail2ban -y
 
 ufw allow 22
 ufw allow 80
@@ -78,9 +79,27 @@ update-rc.d nginx enable
 service nginx restart
 
 
-# Optionally add SSL support via Let's Encrypt:
-# https://www.digitalocean.com/community/tutorials/how-to-secure-nginx-with-let-s-encrypt-on-ubuntu-18-04
+# Optionally add SSL support via Let's Encrypt
+# NOTE: These steps have changed since the recording.
 
-add-apt-repository ppa:certbot/certbot
-apt install python-certbot-nginx
+####### NEW STEPS ###############################################
+# See https://certbot.eff.org/instructions?ws=nginx&os=ubuntufocal&tab=standard
+
+# Because always a good idea :)
+apt update
+apt upgrade
+
+# Not need even though it's in the instructions, is installed on Ubuntu
+# Skip -> install snapd https://snapcraft.io/docs/installing-snapd
+
+snap install --classic certbot
+ln -s /snap/bin/certbot /usr/bin/certbot
 certbot --nginx -d guitary.talkpython.com
+
+####### THESE ARE THE OLD STEPS #################################
+#
+## https://www.digitalocean.com/community/tutorials/how-to-secure-nginx-with-let-s-encrypt-on-ubuntu-18-04
+#
+#add-apt-repository ppa:certbot/certbot
+#apt install python-certbot-nginx
+#certbot --nginx -d guitary.talkpython.com

From cb55f19ae490b91ff6878d52e6a457a46937cc06 Mon Sep 17 00:00:00 2001
From: m <mirko.arnold@outlook.com>
Date: Wed, 3 Apr 2024 17:42:52 +0200
Subject: [PATCH 10/12] Update to dotnet8, update all nugets

---
 apps/net/Ch3_Lang/Ch3_Lang.csproj             |  4 +-
 apps/net/Ch4_OOP/Ch4_OOP.csproj               |  2 +-
 apps/net/Ch5_nuget/Ch5_nuget.csproj           |  2 +-
 apps/net/Ch6_Web/Ch6_Web.csproj               |  2 +-
 apps/net/Ch7_Db/Ch7_Db.csproj                 |  6 +-
 apps/net/Ch8_Testing/Ch8_Testing.csproj       | 12 ++--
 .../Ch8_Testing_App/Ch8_Testing_App.csproj    |  2 +-
 apps/net/Ch9_Async/Ch9_Async.csproj           | 69 ++++---------------
 apps/net/Ch9_Async/Program.cs                 |  6 +-
 apps/net/Ch9_Async/Properties/AssemblyInfo.cs | 26 -------
 apps/net/Ch9_Async/packages.config            |  7 --
 apps/net/net.sln                              | 10 +--
 12 files changed, 35 insertions(+), 113 deletions(-)
 delete mode 100644 apps/net/Ch9_Async/Properties/AssemblyInfo.cs
 delete mode 100644 apps/net/Ch9_Async/packages.config

diff --git a/apps/net/Ch3_Lang/Ch3_Lang.csproj b/apps/net/Ch3_Lang/Ch3_Lang.csproj
index 5a59ec4..0e3cc8f 100644
--- a/apps/net/Ch3_Lang/Ch3_Lang.csproj
+++ b/apps/net/Ch3_Lang/Ch3_Lang.csproj
@@ -2,12 +2,12 @@
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
-    <TargetFramework>netcoreapp2.1</TargetFramework>
+    <TargetFramework>net8.0</TargetFramework>
     <StartupObject></StartupObject>
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="Newtonsoft.Json" Version="12.0.2" />
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
   </ItemGroup>
 
 </Project>
diff --git a/apps/net/Ch4_OOP/Ch4_OOP.csproj b/apps/net/Ch4_OOP/Ch4_OOP.csproj
index 898ad85..5670ae8 100644
--- a/apps/net/Ch4_OOP/Ch4_OOP.csproj
+++ b/apps/net/Ch4_OOP/Ch4_OOP.csproj
@@ -2,7 +2,7 @@
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
-    <TargetFramework>netcoreapp3.0</TargetFramework>
+  <TargetFramework>net8.0</TargetFramework>
   </PropertyGroup>
 
   <ItemGroup>
diff --git a/apps/net/Ch5_nuget/Ch5_nuget.csproj b/apps/net/Ch5_nuget/Ch5_nuget.csproj
index ada5ca1..bfcc8a2 100644
--- a/apps/net/Ch5_nuget/Ch5_nuget.csproj
+++ b/apps/net/Ch5_nuget/Ch5_nuget.csproj
@@ -2,7 +2,7 @@
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
-    <TargetFramework>netcoreapp3.0</TargetFramework>
+  <TargetFramework>net8.0</TargetFramework>
   </PropertyGroup>
 
   <ItemGroup>
diff --git a/apps/net/Ch6_Web/Ch6_Web.csproj b/apps/net/Ch6_Web/Ch6_Web.csproj
index bb9ffce..c255d1e 100644
--- a/apps/net/Ch6_Web/Ch6_Web.csproj
+++ b/apps/net/Ch6_Web/Ch6_Web.csproj
@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk.Web">
 
   <PropertyGroup>
-    <TargetFramework>netcoreapp3.0</TargetFramework>
+  <TargetFramework>net8.0</TargetFramework>
   </PropertyGroup>
 
 </Project>
diff --git a/apps/net/Ch7_Db/Ch7_Db.csproj b/apps/net/Ch7_Db/Ch7_Db.csproj
index 01759ca..4bd60f4 100644
--- a/apps/net/Ch7_Db/Ch7_Db.csproj
+++ b/apps/net/Ch7_Db/Ch7_Db.csproj
@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk.Web">
 
   <PropertyGroup>
-    <TargetFramework>netcoreapp3.0</TargetFramework>
+  <TargetFramework>net8.0</TargetFramework>
   </PropertyGroup>
 
 
@@ -30,7 +30,7 @@
     <Content Remove="wwwroot\vendor\jquery\jquery.js" />
   </ItemGroup>
   <ItemGroup>
-    <PackageReference Include="Microsoft.EntityFrameworkCore" Version="3.0.0" />
-    <PackageReference Include="Microsoft.EntityFrameworkCore.SqlServer" Version="3.0.0" />
+    <PackageReference Include="Microsoft.EntityFrameworkCore" Version="8.0.3" />
+    <PackageReference Include="Microsoft.EntityFrameworkCore.SqlServer" Version="8.0.3" />
   </ItemGroup>
 </Project>
diff --git a/apps/net/Ch8_Testing/Ch8_Testing.csproj b/apps/net/Ch8_Testing/Ch8_Testing.csproj
index 9a9abc2..2d55ab6 100644
--- a/apps/net/Ch8_Testing/Ch8_Testing.csproj
+++ b/apps/net/Ch8_Testing/Ch8_Testing.csproj
@@ -1,19 +1,19 @@
 <Project Sdk="Microsoft.NET.Sdk">
 
   <PropertyGroup>
-    <TargetFramework>netcoreapp3.0</TargetFramework>
+  <TargetFramework>net8.0</TargetFramework>
 
     <IsPackable>false</IsPackable>
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="16.3.0" />
-    <PackageReference Include="MSTest.TestAdapter" Version="2.0.0" />
-    <PackageReference Include="MSTest.TestFramework" Version="2.0.0" />
-    <PackageReference Include="coverlet.collector" Version="1.1.0"><IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.9.0" />
+    <PackageReference Include="MSTest.TestAdapter" Version="3.2.2" />
+    <PackageReference Include="MSTest.TestFramework" Version="3.2.2" />
+    <PackageReference Include="coverlet.collector" Version="6.0.2"><IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
 <PrivateAssets>all</PrivateAssets>
 </PackageReference>
-    <PackageReference Include="Moq" Version="4.13.0" />
+    <PackageReference Include="Moq" Version="4.20.70" />
   </ItemGroup>
 
 </Project>
diff --git a/apps/net/Ch8_Testing_App/Ch8_Testing_App.csproj b/apps/net/Ch8_Testing_App/Ch8_Testing_App.csproj
index a1ed464..7282f46 100644
--- a/apps/net/Ch8_Testing_App/Ch8_Testing_App.csproj
+++ b/apps/net/Ch8_Testing_App/Ch8_Testing_App.csproj
@@ -2,7 +2,7 @@
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
-    <TargetFramework>netcoreapp3.0</TargetFramework>
+  <TargetFramework>net8.0</TargetFramework>
   </PropertyGroup>
 
   <ItemGroup>
diff --git a/apps/net/Ch9_Async/Ch9_Async.csproj b/apps/net/Ch9_Async/Ch9_Async.csproj
index e091d2b..b89bed3 100644
--- a/apps/net/Ch9_Async/Ch9_Async.csproj
+++ b/apps/net/Ch9_Async/Ch9_Async.csproj
@@ -1,55 +1,14 @@
-<?xml version="1.0" encoding="utf-8"?>
-<Project DefaultTargets="Build" ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <PropertyGroup>
-    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
-    <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
-    <ProjectGuid>{82E0B15C-BE72-4F3D-97EB-DA3736244FC4}</ProjectGuid>
-    <OutputType>Exe</OutputType>
-    <RootNamespace>Ch9_Async</RootNamespace>
-    <AssemblyName>Ch8_Async</AssemblyName>
-    <TargetFrameworkVersion>v4.7.2</TargetFrameworkVersion>
-    <AutoGenerateBindingRedirects>true</AutoGenerateBindingRedirects>
-  </PropertyGroup>
-  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
-    <DebugSymbols>true</DebugSymbols>
-    <DebugType>full</DebugType>
-    <Optimize>false</Optimize>
-    <OutputPath>bin\Debug</OutputPath>
-    <DefineConstants>DEBUG;</DefineConstants>
-    <ErrorReport>prompt</ErrorReport>
-    <WarningLevel>4</WarningLevel>
-    <ExternalConsole>true</ExternalConsole>
-    <NoWarn>MSB3276</NoWarn>
-  </PropertyGroup>
-  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' ">
-    <Optimize>true</Optimize>
-    <OutputPath>bin\Release</OutputPath>
-    <ErrorReport>prompt</ErrorReport>
-    <WarningLevel>4</WarningLevel>
-    <ExternalConsole>true</ExternalConsole>
-  </PropertyGroup>
-  <ItemGroup>
-    <Reference Include="System" />
-    <Reference Include="System.Net.Http.Extensions">
-      <HintPath>..\packages\Microsoft.Net.Http.2.2.29\lib\net45\System.Net.Http.Extensions.dll</HintPath>
-    </Reference>
-    <Reference Include="System.Net.Http.Primitives">
-      <HintPath>..\packages\Microsoft.Net.Http.2.2.29\lib\net45\System.Net.Http.Primitives.dll</HintPath>
-    </Reference>
-    <Reference Include="System.Net.Http" />
-    <Reference Include="System.Net.Http.WebRequest" />
-    <Reference Include="HtmlAgilityPack">
-      <HintPath>..\packages\HtmlAgilityPack.1.11.16\lib\Net45\HtmlAgilityPack.dll</HintPath>
-    </Reference>
-    <Reference Include="System.Xml" />
-  </ItemGroup>
-  <ItemGroup>
-    <Compile Include="Program.cs" />
-    <Compile Include="Properties\AssemblyInfo.cs" />
-  </ItemGroup>
-  <ItemGroup>
-    <None Include="packages.config" />
-  </ItemGroup>
-  <Import Project="$(MSBuildBinPath)\Microsoft.CSharp.targets" />
-  <Import Project="..\packages\Microsoft.Bcl.Build.1.0.21\build\Microsoft.Bcl.Build.targets" Condition="Exists('..\packages\Microsoft.Bcl.Build.1.0.21\build\Microsoft.Bcl.Build.targets')" />
-</Project>
\ No newline at end of file
+<Project Sdk="Microsoft.NET.Sdk">
+
+    <PropertyGroup>
+        <OutputType>Exe</OutputType>
+        <TargetFramework>net8.0</TargetFramework>
+        <ImplicitUsings>enable</ImplicitUsings>
+        <Nullable>enable</Nullable>
+    </PropertyGroup>
+
+    <ItemGroup>
+      <PackageReference Include="HtmlAgilityPack" Version="1.11.60" />
+    </ItemGroup>
+
+</Project>
diff --git a/apps/net/Ch9_Async/Program.cs b/apps/net/Ch9_Async/Program.cs
index 9719381..a6c4cfe 100644
--- a/apps/net/Ch9_Async/Program.cs
+++ b/apps/net/Ch9_Async/Program.cs
@@ -1,9 +1,5 @@
-using System;
-using System.Collections.Generic;
-using System.Diagnostics;
+using System.Diagnostics;
 using System.Net;
-using System.Net.Http;
-using System.Threading.Tasks;
 using HtmlAgilityPack;
 
 namespace Ch9_Async
diff --git a/apps/net/Ch9_Async/Properties/AssemblyInfo.cs b/apps/net/Ch9_Async/Properties/AssemblyInfo.cs
deleted file mode 100644
index bef6021..0000000
--- a/apps/net/Ch9_Async/Properties/AssemblyInfo.cs
+++ /dev/null
@@ -1,26 +0,0 @@
-using System.Reflection;
-using System.Runtime.CompilerServices;
-
-// Information about this assembly is defined by the following attributes. 
-// Change them to the values specific to your project.
-
-[assembly: AssemblyTitle("Ch8_Async")]
-[assembly: AssemblyDescription("")]
-[assembly: AssemblyConfiguration("")]
-[assembly: AssemblyCompany("PDX Web Properties, LLC")]
-[assembly: AssemblyProduct("")]
-[assembly: AssemblyCopyright("")]
-[assembly: AssemblyTrademark("")]
-[assembly: AssemblyCulture("")]
-
-// The assembly version has the format "{Major}.{Minor}.{Build}.{Revision}".
-// The form "{Major}.{Minor}.*" will automatically update the build and revision,
-// and "{Major}.{Minor}.{Build}.*" will update just the revision.
-
-[assembly: AssemblyVersion("1.0.*")]
-
-// The following attributes are used to specify the signing key for the assembly, 
-// if desired. See the Mono documentation for more information about signing.
-
-//[assembly: AssemblyDelaySign(false)]
-//[assembly: AssemblyKeyFile("")]
diff --git a/apps/net/Ch9_Async/packages.config b/apps/net/Ch9_Async/packages.config
deleted file mode 100644
index 2ba22b5..0000000
--- a/apps/net/Ch9_Async/packages.config
+++ /dev/null
@@ -1,7 +0,0 @@
-<?xml version="1.0" encoding="utf-8"?>
-<packages>
-  <package id="HtmlAgilityPack" version="1.11.16" targetFramework="net472" />
-  <package id="Microsoft.Bcl" version="1.1.10" targetFramework="net472" />
-  <package id="Microsoft.Bcl.Build" version="1.0.21" targetFramework="net472" />
-  <package id="Microsoft.Net.Http" version="2.2.29" targetFramework="net472" />
-</packages>
\ No newline at end of file
diff --git a/apps/net/net.sln b/apps/net/net.sln
index f42009a..cb22f1d 100644
--- a/apps/net/net.sln
+++ b/apps/net/net.sln
@@ -17,7 +17,7 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Ch8_Testing", "Ch8_Testing\
 EndProject
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Ch8_Testing_App", "Ch8_Testing_App\Ch8_Testing_App.csproj", "{DC35108D-5189-4BC2-8303-5B4799B6A625}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Ch9_Async", "Ch9_Async\Ch9_Async.csproj", "{82E0B15C-BE72-4F3D-97EB-DA3736244FC4}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Ch9_Async", "Ch9_Async\Ch9_Async.csproj", "{F5C28307-BF7E-419E-97FC-26CC76ECFEF7}"
 EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
@@ -53,10 +53,10 @@ Global
 		{DC35108D-5189-4BC2-8303-5B4799B6A625}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{DC35108D-5189-4BC2-8303-5B4799B6A625}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{DC35108D-5189-4BC2-8303-5B4799B6A625}.Release|Any CPU.Build.0 = Release|Any CPU
-		{82E0B15C-BE72-4F3D-97EB-DA3736244FC4}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{82E0B15C-BE72-4F3D-97EB-DA3736244FC4}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{82E0B15C-BE72-4F3D-97EB-DA3736244FC4}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{82E0B15C-BE72-4F3D-97EB-DA3736244FC4}.Release|Any CPU.Build.0 = Release|Any CPU
+		{F5C28307-BF7E-419E-97FC-26CC76ECFEF7}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{F5C28307-BF7E-419E-97FC-26CC76ECFEF7}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{F5C28307-BF7E-419E-97FC-26CC76ECFEF7}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{F5C28307-BF7E-419E-97FC-26CC76ECFEF7}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE

From 9c662d66de04148699985230bfe59514b55485a6 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <mikeckennedy@gmail.com>
Date: Fri, 22 Aug 2025 11:32:57 -0700
Subject: [PATCH 11/12] Add some vscode config settings.

---
 .vscode/launch.json | 35 +++++++++++++++++++++++++++++++++++
 .vscode/tasks.json  | 41 +++++++++++++++++++++++++++++++++++++++++
 2 files changed, 76 insertions(+)
 create mode 100644 .vscode/launch.json
 create mode 100644 .vscode/tasks.json

diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 0000000..e960a6a
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,35 @@
+{
+    "version": "0.2.0",
+    "configurations": [
+        {
+            // Use IntelliSense to find out which attributes exist for C# debugging
+            // Use hover for the description of the existing attributes
+            // For further information visit https://github.com/dotnet/vscode-csharp/blob/main/debugger-launchjson.md.
+            "name": ".NET Core Launch (web)",
+            "type": "coreclr",
+            "request": "launch",
+            "preLaunchTask": "build",
+            // If you have changed target frameworks, make sure to update the program path.
+            "program": "${workspaceFolder}/apps/net/Ch6_Web/bin/Debug/net8.0/Ch6_Web.dll",
+            "args": [],
+            "cwd": "${workspaceFolder}/apps/net/Ch6_Web",
+            "stopAtEntry": false,
+            // Enable launching a web browser when ASP.NET Core starts. For more information: https://aka.ms/VSCode-CS-LaunchJson-WebBrowser
+            "serverReadyAction": {
+                "action": "openExternally",
+                "pattern": "\\bNow listening on:\\s+(https?://\\S+)"
+            },
+            "env": {
+                "ASPNETCORE_ENVIRONMENT": "Development"
+            },
+            "sourceFileMap": {
+                "/Views": "${workspaceFolder}/Views"
+            }
+        },
+        {
+            "name": ".NET Core Attach",
+            "type": "coreclr",
+            "request": "attach"
+        }
+    ]
+}
\ No newline at end of file
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
new file mode 100644
index 0000000..a151094
--- /dev/null
+++ b/.vscode/tasks.json
@@ -0,0 +1,41 @@
+{
+    "version": "2.0.0",
+    "tasks": [
+        {
+            "label": "build",
+            "command": "dotnet",
+            "type": "process",
+            "args": [
+                "build",
+                "${workspaceFolder}/apps/net/net.sln",
+                "/property:GenerateFullPaths=true",
+                "/consoleloggerparameters:NoSummary;ForceNoAlign"
+            ],
+            "problemMatcher": "$msCompile"
+        },
+        {
+            "label": "publish",
+            "command": "dotnet",
+            "type": "process",
+            "args": [
+                "publish",
+                "${workspaceFolder}/apps/net/net.sln",
+                "/property:GenerateFullPaths=true",
+                "/consoleloggerparameters:NoSummary;ForceNoAlign"
+            ],
+            "problemMatcher": "$msCompile"
+        },
+        {
+            "label": "watch",
+            "command": "dotnet",
+            "type": "process",
+            "args": [
+                "watch",
+                "run",
+                "--project",
+                "${workspaceFolder}/apps/net/net.sln"
+            ],
+            "problemMatcher": "$msCompile"
+        }
+    ]
+}
\ No newline at end of file

From ab250b79d828b706b1f1c374022969ebb39fdc51 Mon Sep 17 00:00:00 2001
From: Michael Kennedy <mikeckennedy@gmail.com>
Date: Fri, 22 Aug 2025 11:33:54 -0700
Subject: [PATCH 12/12] Update to the latest versions of dependencies.

---
 apps/py/requirements.txt | 101 +++++++++++++++++++--------------------
 1 file changed, 50 insertions(+), 51 deletions(-)

diff --git a/apps/py/requirements.txt b/apps/py/requirements.txt
index daa7db3..0e6648b 100644
--- a/apps/py/requirements.txt
+++ b/apps/py/requirements.txt
@@ -1,117 +1,116 @@
-#
-# This file is autogenerated by pip-compile with Python 3.11
-# by the following command:
-#
-#    pip-compile requirements.piptools
-#
-anyio==4.1.0
+# This file was autogenerated by uv via the following command:
+#    uv pip compile requirements.piptools --output-file requirements.txt
+anyio==4.10.0
     # via httpx
-beautifulsoup4==4.12.2
+beautifulsoup4==4.13.4
     # via bs4
-blinker==1.7.0
+blinker==1.9.0
     # via flask
-bs4==0.0.1
+bs4==0.0.2
     # via -r requirements.piptools
-certifi==2023.11.17
+certifi==2025.8.3
     # via
     #   httpcore
     #   httpx
     #   requests
-charset-normalizer==3.3.2
+charset-normalizer==3.4.3
     # via requests
-click==8.1.7
+click==8.2.1
     # via flask
 colorama==0.4.6
     # via -r requirements.piptools
-contourpy==1.2.0
+contourpy==1.3.3
     # via matplotlib
 cycler==0.12.1
     # via matplotlib
-flask==3.0.0
+flask==3.1.2
     # via -r requirements.piptools
-fonttools==4.46.0
+fonttools==4.59.1
     # via matplotlib
-h11==0.14.0
+h11==0.16.0
     # via httpcore
-httpcore==1.0.2
+httpcore==1.0.9
     # via httpx
-httpx==0.25.2
+httpx==0.28.1
     # via -r requirements.piptools
-idna==3.6
+idna==3.10
     # via
     #   anyio
     #   httpx
     #   requests
-iniconfig==2.0.0
+iniconfig==2.1.0
     # via pytest
-itsdangerous==2.1.2
+itsdangerous==2.2.0
     # via flask
-jinja2==3.1.2
+jinja2==3.1.6
     # via flask
-kiwisolver==1.4.5
+kiwisolver==1.4.9
     # via matplotlib
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
-markupsafe==2.1.3
+markupsafe==3.0.2
     # via
+    #   flask
     #   jinja2
     #   werkzeug
-matplotlib==3.8.2
+matplotlib==3.10.5
     # via -r requirements.piptools
 mdurl==0.1.2
     # via markdown-it-py
-numpy==1.26.2
+numpy==2.3.2
     # via
     #   -r requirements.piptools
     #   contourpy
     #   matplotlib
     #   scipy
-packaging==23.2
+packaging==25.0
     # via
     #   matplotlib
     #   pytest
-pillow==10.1.0
+pillow==11.3.0
     # via matplotlib
-pluggy==1.3.0
+pluggy==1.6.0
     # via pytest
 pprintpp==0.4.0
     # via pytest-clarity
-pygments==2.17.2
-    # via rich
-pyparsing==3.1.1
+pygments==2.19.2
+    # via
+    #   pytest
+    #   rich
+pyparsing==3.2.3
     # via matplotlib
-pytest==7.4.3
+pytest==8.4.1
     # via
     #   -r requirements.piptools
     #   pytest-clarity
     #   pytest-mock
 pytest-clarity==1.0.1
     # via -r requirements.piptools
-pytest-mock==3.12.0
+pytest-mock==3.14.1
     # via -r requirements.piptools
-python-dateutil==2.8.2
+python-dateutil==2.9.0.post0
     # via matplotlib
-requests==2.31.0
+requests==2.32.5
     # via -r requirements.piptools
-rich==13.7.0
+rich==14.1.0
     # via pytest-clarity
-scipy==1.11.4
+scipy==1.16.1
     # via -r requirements.piptools
-six==1.16.0
+six==1.17.0
     # via python-dateutil
-sniffio==1.3.0
-    # via
-    #   anyio
-    #   httpx
-soupsieve==2.5
+sniffio==1.3.1
+    # via anyio
+soupsieve==2.7
     # via beautifulsoup4
-sqlalchemy==2.0.23
+sqlalchemy==2.0.43
     # via -r requirements.piptools
-typing-extensions==4.9.0
-    # via sqlalchemy
+typing-extensions==4.14.1
+    # via
+    #   beautifulsoup4
+    #   sqlalchemy
 unsync==1.4.0
     # via -r requirements.piptools
-urllib3==2.1.0
+urllib3==2.5.0
     # via requests
-werkzeug==3.0.1
+werkzeug==3.1.3
     # via flask