From 68c43c6c0cb920ca9bfc5b5c9ddc50888f2ed13e Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:30:14 +0000
Subject: [PATCH 01/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in ad6a95a according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/tests/integration_tests/test_ui.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/tests/integration_tests/test_ui.py b/src/tests/integration_tests/test_ui.py
index 9d7546cde..60627e4e2 100644
--- a/src/tests/integration_tests/test_ui.py
+++ b/src/tests/integration_tests/test_ui.py
@@ -2,13 +2,15 @@
 import pytest
 from selenium import webdriver
 from selenium.webdriver.common.by import By
-from selenium.webdriver.support.ui import WebDriverWait
 from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.ui import WebDriverWait
+
 
 @pytest.fixture
 def browser():
     return webdriver.Chrome()
 
+
 def test_login(browser):
     # Test login functionality
     browser.get("https://pi-nexus-autonomous-banking-network.com/login")
@@ -19,12 +21,14 @@ def test_login(browser):
     browser.find_element_by_name("login").click()
     WebDriverWait(browser, 10).until(EC.title_contains("Dashboard"))
 
+
 def test_account_list(browser):
     # Test account list page
     browser.get("https://pi-nexus-autonomous-banking-network.com/accounts")
     account_list = browser.find_elements_by_css_selector(".account-list li")
     assert len(account_list) > 0
 
+
 def test_create_account(browser):
     # Test create account functionality
     browser.get("https://pi-nexus-autonomous-banking-network.com/accounts/new")

From 89bf6983acf1db2f513c6753fa3ff42d82b314a0 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:33:58 +0000
Subject: [PATCH 02/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in fda8ed8 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/routes/index.js | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/routes/index.js b/src/routes/index.js
index d1800ab91..cdb9ac6b2 100644
--- a/src/routes/index.js
+++ b/src/routes/index.js
@@ -1,8 +1,8 @@
-const express = require("express");
-const router = express.Router();
+const express = require('express')
+const router = express.Router()
 
-router.get("/", (req, res) => {
-  res.json({ message: "Welcome to the PI Nexus Autonomous Banking Network!" });
-});
+router.get('/', (req, res) => {
+  res.json({ message: 'Welcome to the PI Nexus Autonomous Banking Network!' })
+})
 
-module.exports = router;
+module.exports = router

From e7253c1dac864a34497f94cde16bf76eccd5dcac Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:34:57 +0000
Subject: [PATCH 03/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 89e8652 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/models/user.js | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/src/models/user.js b/src/models/user.js
index e827eec76..2e171d0da 100644
--- a/src/models/user.js
+++ b/src/models/user.js
@@ -1,20 +1,20 @@
-const mongoose = require("mongoose");
-const bcrypt = require("bcrypt");
+const mongoose = require('mongoose')
+const bcrypt = require('bcrypt')
 
 const UserSchema = new mongoose.Schema({
   username: { type: String, required: true, unique: true },
-  password: { type: String, required: true },
-});
+  password: { type: String, required: true }
+})
 
-UserSchema.pre("save", async function (next) {
-  if (this.isModified("password")) {
-    this.password = await bcrypt.hash(this.password, 10);
+UserSchema.pre('save', async function (next) {
+  if (this.isModified('password')) {
+    this.password = await bcrypt.hash(this.password, 10)
   }
-  next();
-});
+  next()
+})
 
 UserSchema.methods.comparePassword = function (password) {
-  return bcrypt.compare(password, this.password);
-};
+  return bcrypt.compare(password, this.password)
+}
 
-module.exports = mongoose.model("User", UserSchema);
+module.exports = mongoose.model('User', UserSchema)

From ffd3862b912eb5a9c04ee9c890001b094a11413e Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:35:43 +0000
Subject: [PATCH 04/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 89490a3 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/controllers/accounts.js | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/src/controllers/accounts.js b/src/controllers/accounts.js
index 7a59dbdaf..8b93c643f 100644
--- a/src/controllers/accounts.js
+++ b/src/controllers/accounts.js
@@ -1,16 +1,16 @@
-const Account = require("../models/account");
+const Account = require('../models/account')
 
 exports.list = async (req, res) => {
-  const accounts = await Account.find({ owner: req.user._id });
-  res.json(accounts);
-};
+  const accounts = await Account.find({ owner: req.user._id })
+  res.json(accounts)
+}
 
 exports.create = async (req, res) => {
   const account = new Account({
     account_name: req.body.account_name,
     initial_balance: req.body.initial_balance,
-    owner: req.user._id,
-  });
-  await account.save();
-  res.json({ message: "Account created!", account });
-};
+    owner: req.user._id
+  })
+  await account.save()
+  res.json({ message: 'Account created!', account })
+}

From 42bfd84fe4d375635f12d40ba1cff54c8dd527a0 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:36:46 +0000
Subject: [PATCH 05/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 2c80799 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/controllers/transfers.js | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/src/controllers/transfers.js b/src/controllers/transfers.js
index ecc8b9e1f..b20c4b778 100644
--- a/src/controllers/transfers.js
+++ b/src/controllers/transfers.js
@@ -1,31 +1,31 @@
-const Transfer = require("../models/transfer");
-const Account = require("../models/account");
+const Transfer = require('../models/transfer')
+const Account = require('../models/account')
 
 exports.create = async (req, res) => {
-  const senderAccount = await Account.findById(req.body.sender_account_id);
-  const receiverAccount = await Account.findById(req.body.receiver_account_id);
+  const senderAccount = await Account.findById(req.body.sender_account_id)
+  const receiverAccount = await Account.findById(req.body.receiver_account_id)
 
   if (!senderAccount || !receiverAccount) {
-    return res.status(400).json({ message: "Account not found" });
+    return res.status(400).json({ message: 'Account not found' })
   }
 
   if (senderAccount.balance < req.body.amount) {
-    return res.status(400).json({ message: "Insufficient balance" });
+    return res.status(400).json({ message: 'Insufficient balance' })
   }
 
   const transfer = new Transfer({
     sender_account_id: req.body.sender_account_id,
     receiver_account_id: req.body.receiver_account_id,
-    amount: req.body.amount,
-  });
+    amount: req.body.amount
+  })
 
-  await transfer.save();
+  await transfer.save()
 
-  senderAccount.balance -= req.body.amount;
-  receiverAccount.balance += req.body.amount;
+  senderAccount.balance -= req.body.amount
+  receiverAccount.balance += req.body.amount
 
-  await senderAccount.save();
-  await receiverAccount.save();
+  await senderAccount.save()
+  await receiverAccount.save()
 
-  res.json({ message: "Transfer successful", transfer });
-};
+  res.json({ message: 'Transfer successful', transfer })
+}

From 80b0ed96b169f472a8d8a9f9d45e6920e92c47d5 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:39:06 +0000
Subject: [PATCH 06/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 0f8e78e according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/controllers/index.js | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/controllers/index.js b/src/controllers/index.js
index 639a0fa07..6a19656de 100644
--- a/src/controllers/index.js
+++ b/src/controllers/index.js
@@ -1,10 +1,10 @@
-const express = require("express");
-const router = express.Router();
+const express = require('express')
+const router = express.Router()
 
-const AccountsController = require("./accounts");
-const TransfersController = require("./transfers");
+const AccountsController = require('./accounts')
+const TransfersController = require('./transfers')
 
-router.use("/accounts", AccountsController);
-router.use("/transfers", TransfersController);
+router.use('/accounts', AccountsController)
+router.use('/transfers', TransfersController)
 
-module.exports = router;
+module.exports = router

From a24ae6c88fad1cff68e196c712087dc036b429e8 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:40:03 +0000
Subject: [PATCH 07/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 6689b93 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/middleware/auth.js | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/middleware/auth.js b/src/middleware/auth.js
index 46ae82670..3c436ec5a 100644
--- a/src/middleware/auth.js
+++ b/src/middleware/auth.js
@@ -1,20 +1,20 @@
-const jwt = require("jsonwebtoken");
-const User = require("../models/user");
+const jwt = require('jsonwebtoken')
+const User = require('../models/user')
 
 const authenticate = async (req, res, next) => {
-  const token = req.header("Authorization")?.split(" ")[1];
+  const token = req.header('Authorization')?.split(' ')[1]
 
   if (!token) {
-    return res.status(401).json({ message: "Access Denied" });
+    return res.status(401).json({ message: 'Access Denied' })
   }
 
   try {
-    const decoded = jwt.verify(token, process.env.JWT_SECRET);
-    req.user = await User.findById(decoded.user_id);
-    next();
+    const decoded = jwt.verify(token, process.env.JWT_SECRET)
+    req.user = await User.findById(decoded.user_id)
+    next()
   } catch (error) {
-    res.status(400).json({ message: "Invalid Token" });
+    res.status(400).json({ message: 'Invalid Token' })
   }
-};
+}
 
-module.exports = authenticate;
+module.exports = authenticate

From d5de6876c59ca1eb7b58b298745fd94392450c71 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:41:06 +0000
Subject: [PATCH 08/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in eb12002 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/middleware/network.js | 42 ++++++++++++++++++++++++---------------
 1 file changed, 26 insertions(+), 16 deletions(-)

diff --git a/src/middleware/network.js b/src/middleware/network.js
index 8e58f6c1b..636f053e5 100644
--- a/src/middleware/network.js
+++ b/src/middleware/network.js
@@ -1,30 +1,40 @@
-const { PRIVATE_KEY, PRIVATE_KEY_PASSWORD, PRIVATE_KEY_PASSWORD_SALT, ENDPOINT, CHAIN_ID } = process.env;
+const {
+  PRIVATE_KEY,
+  PRIVATE_KEY_PASSWORD,
+  PRIVATE_KEY_PASSWORD_SALT,
+  ENDPOINT,
+  CHAIN_ID
+} = process.env
 
-const Web3 = require("web3");
-const EthereumTx = require("ethereumjs-tx");
+const Web3 = require('web3')
+const EthereumTx = require('ethereumjs-tx')
 
-const web3 = new Web3(new Web3.providers.HttpProvider(ENDPOINT));
+const web3 = new Web3(new Web3.providers.HttpProvider(ENDPOINT))
 
 const createTransaction = async (from, to, value) => {
-  const nonce = await web3.eth.getTransactionCount(from);
-  const gasPrice = await web3.eth.getGasPrice();
-  const gasLimit = 21000;
+  const nonce = await web3.eth.getTransactionCount(from)
+  const gasPrice = await web3.eth.getGasPrice()
+  const gasLimit = 21000
 
   const tx = new EthereumTx({
     nonce,
     gasPrice,
     gasLimit,
     to,
-    value,
-  });
+    value
+  })
 
-  const privateKey = web3.utils.sha3(PRIVATE_KEY_PASSWORD + PRIVATE_KEY_PASSWORD_SALT);
-  tx.sign(privateKey);
+  const privateKey = web3.utils.sha3(
+    PRIVATE_KEY_PASSWORD + PRIVATE_KEY_PASSWORD_SALT
+  )
+  tx.sign(privateKey)
 
-  const serializedTx = tx.serialize();
-  const transactionHash = await web3.eth.sendSignedTransaction("0x" + serializedTx.toString("hex"));
+  const serializedTx = tx.serialize()
+  const transactionHash = await web3.eth.sendSignedTransaction(
+    '0x' + serializedTx.toString('hex')
+  )
 
-  return transactionHash;
-};
+  return transactionHash
+}
 
-module.exports = createTransaction;
+module.exports = createTransaction

From 55734341a1313c63084a5eadf1b78eff52c6ccfc Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:42:03 +0000
Subject: [PATCH 09/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 564f06c according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/routes/transfers.js | 32 ++++++++++++++++++--------------
 1 file changed, 18 insertions(+), 14 deletions(-)

diff --git a/src/routes/transfers.js b/src/routes/transfers.js
index 01b221fe7..a61bd45bc 100644
--- a/src/routes/transfers.js
+++ b/src/routes/transfers.js
@@ -1,20 +1,24 @@
-const express = require("express");
-const router = express.Router();
+const express = require('express')
+const router = express.Router()
 
-const TransferController = require("../controllers/transfers");
-const authenticate = require("../middleware/auth");
-const createTransaction = require("../middleware/network");
+const TransferController = require('../controllers/transfers')
+const authenticate = require('../middleware/auth')
+const createTransaction = require('../middleware/network')
 
-router.post("/", authenticate, async (req, res) => {
+router.post('/', authenticate, async (req, res) => {
   try {
-    const transfer = await TransferController.create(req, res);
-    const transactionHash = await createTransaction(req.user.wallet_address, req.body.receiver_account_id, req.body.amount);
-    transfer.transaction_hash = transactionHash;
-    await transfer.save();
-    res.json({ message: "Transfer successful", transfer });
+    const transfer = await TransferController.create(req, res)
+    const transactionHash = await createTransaction(
+      req.user.wallet_address,
+      req.body.receiver_account_id,
+      req.body.amount
+    )
+    transfer.transaction_hash = transactionHash
+    await transfer.save()
+    res.json({ message: 'Transfer successful', transfer })
   } catch (error) {
-    res.status(400).json({ message: error.message });
+    res.status(400).json({ message: error.message })
   }
-});
+})
 
-module.exports = router;
+module.exports = router

From b5bdfa51bc9c94e5a9e9153437e8be7ffc6f2fb7 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:45:17 +0000
Subject: [PATCH 10/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in b6c1ce5 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/app.js | 40 ++++++++++++++++++++--------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/src/app.js b/src/app.js
index a2ed7cd55..286ba6401 100644
--- a/src/app.js
+++ b/src/app.js
@@ -1,35 +1,35 @@
-const express = require("express");
-const bodyParser = require("body-parser");
-const cors = require("cors");
-const mongoose = require("mongoose");
+const express = require('express')
+const bodyParser = require('body-parser')
+const cors = require('cors')
+const mongoose = require('mongoose')
 
-const { JWT_SECRET, MONGODB_URI } = process.env;
+const { JWT_SECRET, MONGODB_URI } = process.env
 
-const app = express();
+const app = express()
 
-app.use(bodyParser.json());
-app.use(cors());
+app.use(bodyParser.json())
+app.use(cors())
 
-const router = require("./routes");
-app.use("/api", router);
+const router = require('./routes')
+app.use('/api', router)
 
 const connectToMongoDB = async () => {
   try {
     await mongoose.connect(MONGODB_URI, {
       useNewUrlParser: true,
       useUnifiedTopology: true,
-      useCreateIndex: true,
-    });
-    console.log("Connected to MongoDB");
+      useCreateIndex: true
+    })
+    console.log('Connected to MongoDB')
   } catch (error) {
-    console.error("Failed to connect to MongoDB", error);
-    process.exit(1);
+    console.error('Failed to connect to MongoDB', error)
+    process.exit(1)
   }
-};
+}
 
-connectToMongoDB();
+connectToMongoDB()
 
-const PORT = process.env.PORT || 5000;
+const PORT = process.env.PORT || 5000
 app.listen(PORT, () => {
-  console.log(`Server running on port ${PORT}`);
-});
+  console.log(`Server running on port ${PORT}`)
+})

From da49bfabc41058a06e53632a57af115bbab540d1 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 07:47:47 +0000
Subject: [PATCH 11/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 6ec06f1 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 src/models/transfer.js | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/src/models/transfer.js b/src/models/transfer.js
index d1cf4802b..ca77421f7 100644
--- a/src/models/transfer.js
+++ b/src/models/transfer.js
@@ -1,12 +1,16 @@
-const mongoose = require("mongoose");
+const mongoose = require('mongoose')
 
 const transferSchema = new mongoose.Schema({
-  sender_id: { type: mongoose.Schema.Types.ObjectId, ref: "User", required: true },
+  sender_id: {
+    type: mongoose.Schema.Types.ObjectId,
+    ref: 'User',
+    required: true
+  },
   receiver_account_id: { type: String, required: true },
   amount: { type: Number, required: true },
-  transaction_hash: { type: String },
-});
+  transaction_hash: { type: String }
+})
 
-const Transfer = mongoose.model("Transfer", transferSchema);
+const Transfer = mongoose.model('Transfer', transferSchema)
 
-module.exports = Transfer;
+module.exports = Transfer

From 485044ae1ccf7f086420ab8ae29aaf7660247cee Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:27:48 +0000
Subject: [PATCH 12/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 6c0eb5a according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 risk_management/risk_assessment.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/risk_management/risk_assessment.py b/risk_management/risk_assessment.py
index 6bdb51647..22e91a390 100644
--- a/risk_management/risk_assessment.py
+++ b/risk_management/risk_assessment.py
@@ -3,14 +3,17 @@
 from sklearn.ensemble import RandomForestClassifier
 from sklearn.model_selection import train_test_split
 
+
 class RiskAssessment:
     def __init__(self, data):
         self.data = data
-        self.X = self.data.drop('risk_level', axis=1)
-        self.y = self.data['risk_level']
+        self.X = self.data.drop("risk_level", axis=1)
+        self.y = self.data["risk_level"]
 
     def train_model(self):
-        X_train, X_test, y_train, y_test = train_test_split(self.X, self.y, test_size=0.2, random_state=42)
+        X_train, X_test, y_train, y_test = train_test_split(
+            self.X, self.y, test_size=0.2, random_state=42
+        )
         self.model = RandomForestClassifier(n_estimators=100, random_state=42)
         self.model.fit(X_train, y_train)
 

From 79927ba69a05f3fb87b26ebc12bf45ab59d2319b Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:28:26 +0000
Subject: [PATCH 13/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 22c05ff according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 risk_management/risk_mitigation.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/risk_management/risk_mitigation.py b/risk_management/risk_mitigation.py
index 77d3327ca..c7166831e 100644
--- a/risk_management/risk_mitigation.py
+++ b/risk_management/risk_mitigation.py
@@ -4,13 +4,13 @@ def __init__(self, risk_assessment_model):
 
     def mitigate_risk(self, transaction):
         risk_level = self.risk_assessment_model.predict_risk(transaction)
-        if risk_level == 'high':
+        if risk_level == "high":
             # Implement risk mitigation strategies here
             # For example, you could flag the transaction for review or decline it altogether
-            return 'Flagged for review'
-        elif risk_level == 'medium':
+            return "Flagged for review"
+        elif risk_level == "medium":
             # Implement risk mitigation strategies here
             # For example, you could require additional authentication or verification
-            return 'Additional authentication required'
+            return "Additional authentication required"
         else:
-            return 'Transaction approved'
+            return "Transaction approved"

From 6b60c228b4877663e3358a9f10694061ba7d9c93 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:29:00 +0000
Subject: [PATCH 14/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in a50f1a4 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 risk_management/risk_monitoring.py | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/risk_management/risk_monitoring.py b/risk_management/risk_monitoring.py
index 52eaa2db9..653c69773 100644
--- a/risk_management/risk_monitoring.py
+++ b/risk_management/risk_monitoring.py
@@ -1,5 +1,6 @@
 import time
 
+
 class RiskMonitoring:
     def __init__(self, risk_assessment_model, risk_mitigation_model):
         self.risk_assessment_model = risk_assessment_model
@@ -8,12 +9,16 @@ def __init__(self, risk_assessment_model, risk_mitigation_model):
     def monitor_risks(self, transactions):
         for transaction in transactions:
             risk_level = self.risk_assessment_model.predict_risk(transaction)
-            if risk_level == 'high':
-                mitigation_result = self.risk_mitigation_model.mitigate_risk(transaction)
-                print(f'High-risk transaction detected: {mitigation_result}')
-            elif risk_level == 'medium':
-                mitigation_result = self.risk_mitigation_model.mitigate_risk(transaction)
-                print(f'Medium-risk transaction detected: {mitigation_result}')
+            if risk_level == "high":
+                mitigation_result = self.risk_mitigation_model.mitigate_risk(
+                    transaction
+                )
+                print(f"High-risk transaction detected: {mitigation_result}")
+            elif risk_level == "medium":
+                mitigation_result = self.risk_mitigation_model.mitigate_risk(
+                    transaction
+                )
+                print(f"Medium-risk transaction detected: {mitigation_result}")
             else:
-                print(f'Low-risk transaction detected: Transaction approved')
+                print(f"Low-risk transaction detected: Transaction approved")
             time.sleep(1)

From 2f9145a4eb9da80e3ea26a6ffa4e605c7c375a4f Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:30:55 +0000
Subject: [PATCH 15/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 5e79cd2 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 fraud_detection/fraud_detection_model.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/fraud_detection/fraud_detection_model.py b/fraud_detection/fraud_detection_model.py
index 7182d5030..edac1a2fa 100644
--- a/fraud_detection/fraud_detection_model.py
+++ b/fraud_detection/fraud_detection_model.py
@@ -3,14 +3,17 @@
 from sklearn.ensemble import RandomForestClassifier
 from sklearn.model_selection import train_test_split
 
+
 class FraudDetectionModel:
     def __init__(self, data):
         self.data = data
-        self.X = self.data.drop('fraudulent', axis=1)
-        self.y = self.data['fraudulent']
+        self.X = self.data.drop("fraudulent", axis=1)
+        self.y = self.data["fraudulent"]
 
     def train_model(self):
-        X_train, X_test, y_train, y_test = train_test_split(self.X, self.y, test_size=0.2, random_state=42)
+        X_train, X_test, y_train, y_test = train_test_split(
+            self.X, self.y, test_size=0.2, random_state=42
+        )
         self.model = RandomForestClassifier(n_estimators=100, random_state=42)
         self.model.fit(X_train, y_train)
 

From c33a43b380a578fa86cd2a7ecc932d25990ec5e2 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:31:32 +0000
Subject: [PATCH 16/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 0f53969 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 fraud_detection/anomaly_detection.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fraud_detection/anomaly_detection.py b/fraud_detection/anomaly_detection.py
index 290777c23..1295cd588 100644
--- a/fraud_detection/anomaly_detection.py
+++ b/fraud_detection/anomaly_detection.py
@@ -2,6 +2,7 @@
 import pandas as pd
 from sklearn.ensemble import IsolationForest
 
+
 class AnomalyDetection:
     def __init__(self, transaction_data):
         self.transaction_data = transaction_data

From e7c52aa573167b9b7b4bfd3aa2b02747a22b0578 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:32:12 +0000
Subject: [PATCH 17/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 9e452d3 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 fraud_detection/fraud_response.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/fraud_detection/fraud_response.py b/fraud_detection/fraud_response.py
index b4ee601cd..199695e3e 100644
--- a/fraud_detection/fraud_response.py
+++ b/fraud_detection/fraud_response.py
@@ -6,13 +6,13 @@ def __init__(self, fraud_detection_model, anomaly_detection):
     def respond_to_fraud(self, transactions):
         for transaction in transactions:
             fraud_level = self.fraud_detection_model.predict_fraud(transaction)
-            if fraud_level == 'fraudulent':
+            if fraud_level == "fraudulent":
                 anomaly_score = self.anomaly_detection.detect_anomalies(transaction)
                 if anomaly_score == -1:
                     # Implement fraud response strategies here
                     # For example, you could flag the transaction for review or decline it altogether
-                    print('Fraudulent transaction detected: Flagged for review')
+                    print("Fraudulent transaction detected: Flagged for review")
                 else:
-                    print('Anomalous transaction detected: Flagged for review')
+                    print("Anomalous transaction detected: Flagged for review")
             else:
-                print('Non-fraudulent transaction detected: Transaction approved')
+                print("Non-fraudulent transaction detected: Transaction approved")

From b7e68ab2de5af5e1c68508a1e68df88b2afd403c Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:34:37 +0000
Subject: [PATCH 18/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 76f80ff according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 customer_service/knowledge_base.py | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/customer_service/knowledge_base.py b/customer_service/knowledge_base.py
index eab799fb7..267a37c3a 100644
--- a/customer_service/knowledge_base.py
+++ b/customer_service/knowledge_base.py
@@ -1,18 +1,18 @@
 class KnowledgeBase:
     def __init__(self):
         self.knowledge_base = {
-            'account': {
-                'open': 'To open a new account, please visit our website and fill out the account opening form.',
-                'close': 'To close an existing account, please contact our customer support team.',
-                'balance': 'To check your account balance, please log in to your account on our website or mobile app.'
+            "account": {
+                "open": "To open a new account, please visit our website and fill out the account opening form.",
+                "close": "To close an existing account, please contact our customer support team.",
+                "balance": "To check your account balance, please log in to your account on our website or mobile app.",
             },
-            'transaction': {
-                'make': 'To make a new transaction, please log in to your account on our website or mobile app.',
-                'history': 'To view your transaction history, please log in to your account on our website or mobile app.'
+            "transaction": {
+                "make": "To make a new transaction, please log in to your account on our website or mobile app.",
+                "history": "To view your transaction history, please log in to your account on our website or mobile app.",
+            },
+            "other": {
+                "help": "For assistance, please contact our customer support team."
             },
-            'other': {
-                'help': 'For assistance, please contact our customer support team.'
-            }
         }
 
     def get_response(self, intent):
@@ -21,4 +21,4 @@ def get_response(self, intent):
                 if value:
                     return self.knowledge_base[key]
         else:
-            return self.knowledge_base['other']
+            return self.knowledge_base["other"]

From 8bad75308164cbed814c02d5b825da00c0dcfe6d Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:35:08 +0000
Subject: [PATCH 19/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 2e40b65 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 customer_service/natural_language_processing.py | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/customer_service/natural_language_processing.py b/customer_service/natural_language_processing.py
index 07490f49a..6a1aef356 100644
--- a/customer_service/natural_language_processing.py
+++ b/customer_service/natural_language_processing.py
@@ -1,6 +1,7 @@
 import spacy
 
-nlp = spacy.load('en_core_web_sm')
+nlp = spacy.load("en_core_web_sm")
+
 
 class NLP:
     def __init__(self):
@@ -13,14 +14,14 @@ def extract_entities(self, text):
 
     def extract_intent(self, text):
         doc = self.nlp(text)
-        intents = {'account': False, 'transaction': False, 'other': False}
+        intents = {"account": False, "transaction": False, "other": False}
         for token in doc:
-            if token.text.lower() in ['account', 'accounts']:
-                intents['account'] = True
-            elif token.text.lower() in ['transaction', 'transactions']:
-              intents['transaction'] = True
+            if token.text.lower() in ["account", "accounts"]:
+                intents["account"] = True
+            elif token.text.lower() in ["transaction", "transactions"]:
+                intents["transaction"] = True
         if any(intents.values()):
             return intents
         else:
-            intents['other'] = True
+            intents["other"] = True
             return intents

From 02498383dd22ece0ab4d8f1d9345504a4534891c Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:35:18 +0000
Subject: [PATCH 20/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 896f93f according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 customer_service/chatbot.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/customer_service/chatbot.py b/customer_service/chatbot.py
index 8ff98a9a1..786d199bd 100644
--- a/customer_service/chatbot.py
+++ b/customer_service/chatbot.py
@@ -1,5 +1,6 @@
 import time
 
+
 class Chatbot:
     def __init__(self, nlp_model, knowledge_base):
         self.nlp_model = nlp_model
@@ -9,6 +10,6 @@ def chat(self, user_input):
         entities = self.nlp_model.extract_entities(user_input)
         intent = self.nlp_model.extract_intent(user_input)
         response = self.knowledge_base.get_response(intent)
-        print('User:', user_input)
-        print('Chatbot:', response)
+        print("User:", user_input)
+        print("Chatbot:", response)
         time.sleep(1)

From 5e6d39e0812b60e65ceaa38144822b2ba85dd6a8 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:37:12 +0000
Subject: [PATCH 21/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 978d3bc according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 .../transaction_validation.py                 | 33 +++++++++++--------
 1 file changed, 19 insertions(+), 14 deletions(-)

diff --git a/transaction_processing/transaction_validation.py b/transaction_processing/transaction_validation.py
index f119832ff..23da6ba7e 100644
--- a/transaction_processing/transaction_validation.py
+++ b/transaction_processing/transaction_validation.py
@@ -1,17 +1,18 @@
 import re
 
+
 class TransactionValidation:
     def __init__(self):
         self.validation_rules = {
-            'account_number': {
-                'regex': r'^\d{10}$',
-                'message': 'Invalid account number format. Please enter a 10-digit account number.'
+            "account_number": {
+                "regex": r"^\d{10}$",
+                "message": "Invalid account number format. Please enter a 10-digit account number.",
+            },
+            "amount": {
+                "min": 0,
+                "max": 1000000,
+                "message": "Transaction amount must be between 0 and 1,000,000.",
             },
-            'amount': {
-                'min': 0,
-                'max': 1000000,
-                'message': 'Transaction amount must be between 0 and 1,000,000.'
-            }
         }
 
     def validate_transaction(self, transaction):
@@ -19,13 +20,17 @@ def validate_transaction(self, transaction):
         for field, rules in self.validation_rules.items():
             if field in transaction:
                 for rule in rules:
-                    if rule == 'regex':
+                    if rule == "regex":
                         if not re.match(rules[rule], transaction[field]):
-                            errors.append(rules['message'])
-                    elif rule == 'min':
+                            errors.append(rules["message"])
+                    elif rule == "min":
                         if float(transaction[field]) < rules[rule]:
-                            errors.append(f'Transaction amount must be at least {rules[rule]}')
-                    elif rule == 'max':
+                            errors.append(
+                                f"Transaction amount must be at least {rules[rule]}"
+                            )
+                    elif rule == "max":
                         if float(transaction[field]) > rules[rule]:
-                            errors.append(f'Transaction amount must not exceed {rules[rule]}')
+                            errors.append(
+                                f"Transaction amount must not exceed {rules[rule]}"
+                            )
         return errors

From 8660b46cdb209f4f63422bd9841bcc2a2799b342 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:37:51 +0000
Subject: [PATCH 22/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in fd4163d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 transaction_processing/transaction_routing.py | 20 ++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/transaction_processing/transaction_routing.py b/transaction_processing/transaction_routing.py
index e11ee5ea2..499748e38 100644
--- a/transaction_processing/transaction_routing.py
+++ b/transaction_processing/transaction_routing.py
@@ -1,18 +1,20 @@
 class TransactionRouter:
     def __init__(self):
         self.routing_rules = {
-            'domestic': {
-                'regex': r'^\d{10}$',
-                'message': 'Invalid account number format. Please enter a 10-digit account number.'
+            "domestic": {
+                "regex": r"^\d{10}$",
+                "message": "Invalid account number format. Please enter a 10-digit account number.",
+            },
+            "international": {
+                "regex": r"^\d{12}$",
+                "message": "Invalid account number format. Please enter a 12-digit account number.",
             },
-            'international': {
-                'regex': r'^\d{12}$',
-                'message': 'Invalid account number format. Please enter a 12-digit account number.'
-            }
         }
 
     def route_transaction(self, transaction):
         for rule in self.routing_rules:
-            if re.match(self.routing_rules[rule]['regex'], transaction['account_number']):
+            if re.match(
+                self.routing_rules[rule]["regex"], transaction["account_number"]
+            ):
                 return rule
-        raise ValueError('Invalid account number format.')
+        raise ValueError("Invalid account number format.")

From 057a7d44c835d28b79132f29c66146cbd26a5fa0 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:38:25 +0000
Subject: [PATCH 23/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in d504395 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 transaction_processing/transaction_processing.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/transaction_processing/transaction_processing.py b/transaction_processing/transaction_processing.py
index df41a2cb5..133311667 100644
--- a/transaction_processing/transaction_processing.py
+++ b/transaction_processing/transaction_processing.py
@@ -1,5 +1,6 @@
 import time
 
+
 class TransactionProcessor:
     def __init__(self, transaction_validator, transaction_router):
         self.transaction_validator = transaction_validator
@@ -8,11 +9,11 @@ def __init__(self, transaction_validator, transaction_router):
     def process_transaction(self, transaction):
         errors = self.transaction_validator.validate_transaction(transaction)
         if errors:
-            print('Transaction errors:', errors)
+            print("Transaction errors:", errors)
             return False
         else:
             channel = self.transaction_router.route_transaction(transaction)
-            print('Transaction routed to:', channel)
+            print("Transaction routed to:", channel)
             time.sleep(1)
-            print('Transaction processed successfully.')
+            print("Transaction processed successfully.")
             return True

From 6115a10ed0183c4389ddc77018b6ad8e01e98b4f Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:41:30 +0000
Subject: [PATCH 24/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 607fe54 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 data_analytics/data_ingestion.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/data_analytics/data_ingestion.py b/data_analytics/data_ingestion.py
index 7cf151c16..5183e94cc 100644
--- a/data_analytics/data_ingestion.py
+++ b/data_analytics/data_ingestion.py
@@ -1,5 +1,6 @@
 import pandas as pd
 
+
 class DataIngestion:
     def __init__(self, data_source):
         self.data_source = data_source

From 33febf4d5ae9cc85b290be6f7bcf959e009a6c9f Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:41:55 +0000
Subject: [PATCH 25/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 6972938 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 data_analytics/data_analysis.py | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/data_analytics/data_analysis.py b/data_analytics/data_analysis.py
index 20bc30414..88523a5c6 100644
--- a/data_analytics/data_analysis.py
+++ b/data_analytics/data_analysis.py
@@ -2,6 +2,7 @@
 import pandas as pd
 from sklearn.cluster import KMeans
 
+
 class DataAnalysis:
     def __init__(self, data):
         self.data = data
@@ -9,16 +10,18 @@ def __init__(self, data):
     def analyze_data(self):
         # Perform data cleaning and preprocessing
         self.data = self.data.dropna()
-        self.data = pd.get_dummies(self.data, columns=['transaction_type'])
+        self.data = pd.get_dummies(self.data, columns=["transaction_type"])
 
         # Perform data analysis
-        kmeans = KMeans(n_clusters=3, random_state=0).fit(self.data[['amount', 'frequency']])
-        self.data['cluster'] = kmeans.labels_
+        kmeans = KMeans(n_clusters=3, random_state=0).fit(
+            self.data[["amount", "frequency"]]
+        )
+        self.data["cluster"] = kmeans.labels_
 
         # Perform statistical analysis
         summary_stats = self.data.describe()
-        summary_stats.loc['count'] = len(self.data)
-        summary_stats.loc['mean'] = np.mean(self.data)
-        summary_stats.loc['std'] = np.std(self.data)
+        summary_stats.loc["count"] = len(self.data)
+        summary_stats.loc["mean"] = np.mean(self.data)
+        summary_stats.loc["std"] = np.std(self.data)
 
         return summary_stats

From b7008e947202f7868b732d111fb13d9d4cecfa33 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:42:10 +0000
Subject: [PATCH 26/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 7fb3d57 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 data_analytics/data_visualization.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/data_analytics/data_visualization.py b/data_analytics/data_visualization.py
index 96414dd96..3f711a046 100644
--- a/data_analytics/data_visualization.py
+++ b/data_analytics/data_visualization.py
@@ -1,16 +1,17 @@
 import plotly.express as px
 
+
 class DataVisualization:
     def __init__(self, data):
         self.data = data
 
     def visualize_data(self):
         # Create interactive dashboards
-        fig = px.scatter(self.data, x='amount', y='frequency', color='cluster')
+        fig = px.scatter(self.data, x="amount", y="frequency", color="cluster")
         fig.show()
 
-        fig = px.histogram(self.data, x='transaction_type', nbins=20)
+        fig = px.histogram(self.data, x="transaction_type", nbins=20)
         fig.show()
 
-        fig = px.box(self.data, x='cluster', y='amount')
+        fig = px.box(self.data, x="cluster", y="amount")
         fig.show()

From 6da95e80204b689df0fa74169c55bd283bcba8eb Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:43:31 +0000
Subject: [PATCH 27/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 1c54c9a according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 security/authentication.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/security/authentication.py b/security/authentication.py
index f85c9eb66..54d08b6c3 100644
--- a/security/authentication.py
+++ b/security/authentication.py
@@ -1,14 +1,19 @@
 import hashlib
 import secrets
 
+
 class Authentication:
     def __init__(self):
         self.salt = secrets.token_hex(16)
 
     def generate_password_hash(self, password):
-        password_hash = hashlib.pbkdf2_hmac('sha256', password.encode(), self.salt.encode(), 100000)
+        password_hash = hashlib.pbkdf2_hmac(
+            "sha256", password.encode(), self.salt.encode(), 100000
+        )
         return password_hash.hex()
 
     def verify_password(self, password, password_hash):
-        password_hash_check = hashlib.pbkdf2_hmac('sha256', password.encode(), self.salt.encode(), 100000)
+        password_hash_check = hashlib.pbkdf2_hmac(
+            "sha256", password.encode(), self.salt.encode(), 100000
+        )
         return password_hash_check.hex() == password_hash

From 92ceca2a091895a1dff8f25edb7473f23bf22fcc Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:46:36 +0000
Subject: [PATCH 28/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 8c0dbcc according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 system_monitoring/system_monitoring.py | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/system_monitoring/system_monitoring.py b/system_monitoring/system_monitoring.py
index 9db46a92e..2c874966e 100644
--- a/system_monitoring/system_monitoring.py
+++ b/system_monitoring/system_monitoring.py
@@ -1,18 +1,20 @@
-import psutil
 import time
 
+import psutil
+
+
 class SystemMonitoring:
     def __init__(self):
         self.cpu_percent = psutil.cpu_percent()
         self.memory_percent = psutil.virtual_memory().percent
-        self.disk_percent = psutil.disk_usage('/').percent
+        self.disk_percent = psutil.disk_usage("/").percent
 
     def monitor_system(self):
         while True:
             time.sleep(60)
             self.cpu_percent = psutil.cpu_percent()
             self.memory_percent = psutil.virtual_memory().percent
-            self.disk_percent = psutil.disk_usage('/').percent
-            print(f'CPU: {self.cpu_percent}%')
-            print(f'Memory: {self.memory_percent}%')
-            print(f'Disk: {self.disk_percent}%')
+            self.disk_percent = psutil.disk_usage("/").percent
+            print(f"CPU: {self.cpu_percent}%")
+            print(f"Memory: {self.memory_percent}%")
+            print(f"Disk: {self.disk_percent}%")

From 142eef2fd3590b2473140e012dbd798bb2c0e470 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:47:06 +0000
Subject: [PATCH 29/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in a442f07 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 system_monitoring/issue_detection.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/system_monitoring/issue_detection.py b/system_monitoring/issue_detection.py
index 8e65205c6..ee70d6e36 100644
--- a/system_monitoring/issue_detection.py
+++ b/system_monitoring/issue_detection.py
@@ -4,8 +4,8 @@ def __init__(self, system_monitoring):
 
     def detect_issues(self):
         if self.system_monitoring.cpu_percent > 80:
-            print('High CPU usage detected!')
+            print("High CPU usage detected!")
         if self.system_monitoring.memory_percent > 80:
-            print('High memory usage detected!')
+            print("High memory usage detected!")
         if self.system_monitoring.disk_percent > 80:
-            print('High disk usage detected!')
+            print("High disk usage detected!")

From 4c5947a79d200871e99b7e91cbaed4e0034600c6 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:48:03 +0000
Subject: [PATCH 30/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 01d2c0f according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 system_monitoring/self_healing.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/system_monitoring/self_healing.py b/system_monitoring/self_healing.py
index c0cc472de..f88eed8f4 100644
--- a/system_monitoring/self_healing.py
+++ b/system_monitoring/self_healing.py
@@ -1,10 +1,11 @@
 import subprocess
 
+
 class SelfHealing:
     def __init__(self):
         pass
 
     def heal_system(self):
         # Implement automatic healing techniques
-        subprocess.run(['systemctl', 'restart', 'nginx'])
-        subprocess.run(['systemctl', 'restart', 'postgresql'])
+        subprocess.run(["systemctl", "restart", "nginx"])
+        subprocess.run(["systemctl", "restart", "postgresql"])

From 9964671466c3ce456a9901fa2fc96dfde85f94f9 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:55:25 +0000
Subject: [PATCH 31/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in d94390d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 network/networking.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/network/networking.py b/network/networking.py
index 0425688bf..177b46779 100644
--- a/network/networking.py
+++ b/network/networking.py
@@ -1,8 +1,9 @@
 import socket
 
+
 class Networking:
     def __init__(self):
-        self.host = '0.0.0.0'
+        self.host = "0.0.0.0"
         self.port = 8080
         self.socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
         self.socket.bind((self.host, self.port))
@@ -11,7 +12,7 @@ def listen_for_connections(self):
         self.socket.listen(5)
         while True:
             connection, address = self.socket.accept()
-            print(f'Connection from {address} has been established!')
+            print(f"Connection from {address} has been established!")
             self.handle_connection(connection)
 
     def handle_connection(self, connection):

From 1f0eaf436f5c55b8659efe5b3f53cc81b703398d Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:56:43 +0000
Subject: [PATCH 32/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 2f1562d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 database/database.py | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

diff --git a/database/database.py b/database/database.py
index e8b01f30d..297d7e2e7 100644
--- a/database/database.py
+++ b/database/database.py
@@ -1,20 +1,27 @@
 import sqlite3
 
+
 class Database:
     def __init__(self):
-        self.connection = sqlite3.connect('banking.db')
+        self.connection = sqlite3.connect("banking.db")
         self.cursor = self.connection.cursor()
 
     def create_table(self):
-        self.cursor.execute('''CREATE TABLE IF NOT EXISTS accounts (id INTEGER PRIMARY KEY, name TEXT, balance REAL)''')
+        self.cursor.execute(
+            """CREATE TABLE IF NOT EXISTS accounts (id INTEGER PRIMARY KEY, name TEXT, balance REAL)"""
+        )
         self.connection.commit()
 
     def insert_account(self, name, balance):
-        self.cursor.execute("INSERT INTO accounts (name, balance) VALUES (?, ?)", (name, balance))
+        self.cursor.execute(
+            "INSERT INTO accounts (name, balance) VALUES (?, ?)", (name, balance)
+        )
         self.connection.commit()
 
     def update_account(self, id, name, balance):
-        self.cursor.execute("UPDATE accounts SET name=?, balance=? WHERE id=?", (name, balance, id))
+        self.cursor.execute(
+            "UPDATE accounts SET name=?, balance=? WHERE id=?", (name, balance, id)
+        )
         self.connection.commit()
 
     def delete_account(self, id):

From 9bfc887f15ccc9b283f984f37efde48c815805f4 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:58:00 +0000
Subject: [PATCH 33/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 6469eb1 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 machine_learning/machine_learning.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/machine_learning/machine_learning.py b/machine_learning/machine_learning.py
index f53b8d14a..67f4caf10 100644
--- a/machine_learning/machine_learning.py
+++ b/machine_learning/machine_learning.py
@@ -1,19 +1,20 @@
-import pandas as pd
 import numpy as np
+import pandas as pd
 from sklearn.linear_model import LinearRegression
 
+
 class MachineLearning:
     def __init__(self):
         pass
 
     def train_model(self, data):
-        X = data[['feature1', 'feature2']]
-        y = data['target']
+        X = data[["feature1", "feature2"]]
+        y = data["target"]
         model = LinearRegression()
         model.fit(X, y)
         return model
 
     def predict(self, model, data):
-        X = data[['feature1', 'feature2']]
+        X = data[["feature1", "feature2"]]
         y = model.predict(X)
         return y

From b3e93d7a6884fe5ebdb1e1264411e413d2d2808b Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 12:59:09 +0000
Subject: [PATCH 34/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in af2c73c according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 logging/logging.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/logging/logging.py b/logging/logging.py
index 0db567ee3..dea11d2be 100644
--- a/logging/logging.py
+++ b/logging/logging.py
@@ -1,12 +1,13 @@
 import logging
 
+
 class Logging:
     def __init__(self):
-        self.logger = logging.getLogger('banking_network')
+        self.logger = logging.getLogger("banking_network")
         self.logger.setLevel(logging.DEBUG)
 
     def setup_logging(self):
-        formatter = logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')
+        formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s")
         console_handler = logging.StreamHandler()
         console_handler.setLevel(logging.DEBUG)
         console_handler.setFormatter(formatter)

From 48c09f7485dec7c98a15feb7cd79c5860c2f2a9f Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:00:27 +0000
Subject: [PATCH 35/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 383135d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 testing.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/testing.py b/testing.py
index c6db305da..c507e3c5d 100644
--- a/testing.py
+++ b/testing.py
@@ -1,8 +1,10 @@
 import unittest
 
+
 class Testing(unittest.TestCase):
     def test_something(self):
         self.assertTrue(True)
 
-if __name__ == '__main__':
+
+if __name__ == "__main__":
     unittest.main()

From 35e090c304abfbc40223f44cc6d1e0d04e81780d Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:04:38 +0000
Subject: [PATCH 36/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 53d9e51 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 api/__init__.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/api/__init__.py b/api/__init__.py
index f02c44442..e61ac4911 100644
--- a/api/__init__.py
+++ b/api/__init__.py
@@ -1,10 +1,12 @@
 from flask import Flask
-from .endpoints import endpoints
+
 from .authentication import jwt_manager
+from .endpoints import endpoints
+
 
 def create_app():
     app = Flask(__name__)
-    app.config.from_object('config')
-    app.register_blueprint(endpoints, url_prefix='/api')
+    app.config.from_object("config")
+    app.register_blueprint(endpoints, url_prefix="/api")
     jwt_manager.init_app(app)
     return app

From 52b21f404999ced1f3bd22b8f31f8e9159e0b928 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:05:22 +0000
Subject: [PATCH 37/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 9746187 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 api/endpoints.py | 38 ++++++++++++++++++++++++--------------
 1 file changed, 24 insertions(+), 14 deletions(-)

diff --git a/api/endpoints.py b/api/endpoints.py
index 8deff8235..6bc4572c6 100644
--- a/api/endpoints.py
+++ b/api/endpoints.py
@@ -1,24 +1,28 @@
-from flask import Blueprint, request, jsonify
+from flask import Blueprint, jsonify, request
+
 from .authentication import jwt_required
-from .serializers import UserSchema, TransactionSchema
+from .serializers import TransactionSchema, UserSchema
+
+endpoints = Blueprint("endpoints", __name__)
 
-endpoints = Blueprint('endpoints', __name__)
 
-@endpoints.route('/users', methods=['POST'])
+@endpoints.route("/users", methods=["POST"])
 def create_user():
     user_schema = UserSchema()
     user = user_schema.load(request.get_json())
     # Create user in the database
     return user_schema.jsonify(user), 201
 
-@endpoints.route('/users/<int:user_id>', methods=['GET'])
+
+@endpoints.route("/users/<int:user_id>", methods=["GET"])
 @jwt_required()
 def get_user(user_id):
     user = get_user_from_database(user_id)
     user_schema = UserSchema()
     return user_schema.jsonify(user)
 
-@endpoints.route('/users/<int:user_id>', methods=['PUT'])
+
+@endpoints.route("/users/<int:user_id>", methods=["PUT"])
 @jwt_required()
 def update_user(user_id):
     user = get_user_from_database(user_id)
@@ -27,14 +31,16 @@ def update_user(user_id):
     # Update user in the database
     return user_schema.jsonify(user)
 
-@endpoints.route('/users/<int:user_id>', methods=['DELETE'])
+
+@endpoints.route("/users/<int:user_id>", methods=["DELETE"])
 @jwt_required()
 def delete_user(user_id):
     user = get_user_from_database(user_id)
     # Delete user from the database
-    return '', 204
+    return "", 204
 
-@endpoints.route('/transactions', methods=['POST'])
+
+@endpoints.route("/transactions", methods=["POST"])
 @jwt_required()
 def create_transaction():
     transaction_schema = TransactionSchema()
@@ -42,21 +48,24 @@ def create_transaction():
     # Create transaction in the database
     return transaction_schema.jsonify(transaction), 201
 
-@endpoints.route('/transactions', methods=['GET'])
+
+@endpoints.route("/transactions", methods=["GET"])
 @jwt_required()
 def get_transactions():
     transactions = get_transactions_from_database()
     transaction_schema = TransactionSchema(many=True)
     return transaction_schema.jsonify(transactions)
 
-@endpoints.route('/transactions/<int:transaction_id>', methods=['GET'])
+
+@endpoints.route("/transactions/<int:transaction_id>", methods=["GET"])
 @jwt_required()
 def get_transaction(transaction_id):
     transaction = get_transaction_from_database(transaction_id)
     transaction_schema = TransactionSchema()
     return transaction_schema.jsonify(transaction)
 
-@endpoints.route('/transactions/<int:transaction_id>', methods=['PUT'])
+
+@endpoints.route("/transactions/<int:transaction_id>", methods=["PUT"])
 @jwt_required()
 def update_transaction(transaction_id):
     transaction = get_transaction_from_database(transaction_id)
@@ -65,9 +74,10 @@ def update_transaction(transaction_id):
     # Update transaction in the database
     return transaction_schema.jsonify(transaction)
 
-@endpoints.route('/transactions/<int:transaction_id>', methods=['DELETE'])
+
+@endpoints.route("/transactions/<int:transaction_id>", methods=["DELETE"])
 @jwt_required()
 def delete_transaction(transaction_id):
     transaction = get_transaction_from_database(transaction_id)
     # Delete transaction from the database
-    return '', 204
+    return "", 204

From 01da4bfbfb5e7981e62c8516f58bfa83d43cabff Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:06:36 +0000
Subject: [PATCH 38/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 2e00c22 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 api/serializers.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/api/serializers.py b/api/serializers.py
index 881af2596..ad0d700fe 100644
--- a/api/serializers.py
+++ b/api/serializers.py
@@ -1,11 +1,13 @@
 from marshmallow import Schema, fields
 
+
 class UserSchema(Schema):
     id = fields.Int(dump_only=True)
     name = fields.Str(required=True)
     email = fields.Email(required=True)
     password = fields.Str(required=True, load_only=True)
 
+
 class TransactionSchema(Schema):
     id = fields.Int(dump_only=True)
     user_id = fields.Int(required=True)

From 537d2ac0c70e078777e5ca862c79c2fea9b283b2 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:07:24 +0000
Subject: [PATCH 39/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 3358225 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 api/test_endpoints.py | 136 +++++++++++++++++++-----------------------
 1 file changed, 62 insertions(+), 74 deletions(-)

diff --git a/api/test_endpoints.py b/api/test_endpoints.py
index 805c982cc..864c6d238 100644
--- a/api/test_endpoints.py
+++ b/api/test_endpoints.py
@@ -1,7 +1,10 @@
 import unittest
+
 from app import create_app
+
 from api.endpoints import endpoints
-from api.serializers import UserSchema, TransactionSchema
+from api.serializers import TransactionSchema, UserSchema
+
 
 class TestEndpoints(unittest.TestCase):
     def setUp(self):
@@ -16,11 +19,11 @@ def tearDown(self):
 
     def test_create_user(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        response = self.client.post('/api/users', json=user_data)
+        response = self.client.post("/api/users", json=user_data)
         self.assertEqual(response.status_code, 201)
         user_schema = UserSchema()
         user = user_schema.load(response.get_json())
@@ -28,54 +31,51 @@ def test_create_user(self):
 
     def test_get_user(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/users', json=user_data)
-        response = self.client.get('/api/users/1')
+        self.client.post("/api/users", json=user_data)
+        response = self.client.get("/api/users/1")
         self.assertEqual(response.status_code, 200)
         user_schema = UserSchema()
         user = user_schema.load(response.get_json())
-        self.assertEqual(user.name, 'Test User')
-        self.assertEqual(user.email, 'test@example.com')
+        self.assertEqual(user.name, "Test User")
+        self.assertEqual(user.email, "test@example.com")
 
     def test_update_user(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/users', json=user_data)
-        user_data['name'] = 'Updated Test User'
-        response = self.client.put('/api/users/1', json=user_data)
+        self.client.post("/api/users", json=user_data)
+        user_data["name"] = "Updated Test User"
+        response = self.client.put("/api/users/1", json=user_data)
         self.assertEqual(response.status_code, 200)
         user_schema = UserSchema()
         user = user_schema.load(response.get_json())
-        self.assertEqual(user.name, 'Updated Test User')
+        self.assertEqual(user.name, "Updated Test User")
 
     def test_delete_user(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/users', json=user_data)
-        response = self.client.delete('/api/users/1')
+        self.client.post("/api/users", json=user_data)
+        response = self.client.delete("/api/users/1")
         self.assertEqual(response.status_code, 204)
 
     def test_create_transaction(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
-        }
-        self.client.post('/api/users', json=user_data)
-        transaction_data = {
-            'user_id': 1,
-            'amount': 100.0
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        response = self.client.post('/api/transactions', json=transaction_data)
+        self.client.post("/api/users", json=user_data)
+        transaction_data = {"user_id": 1, "amount": 100.0}
+        response = self.client.post("/api/transactions", json=transaction_data)
         self.assertEqual(response.status_code, 201)
         transaction_schema = TransactionSchema()
         transaction = transaction_schema.load(response.get_json())
@@ -83,17 +83,14 @@ def test_create_transaction(self):
 
     def test_get_transactions(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password':'testpassword'
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/users', json=user_data)
-        transaction_data = {
-            'user_id': 1,
-            'amount': 100.0
-        }
-        self.client.post('/api/transactions', json=transaction_data)
-        response = self.client.get('/api/transactions')
+        self.client.post("/api/users", json=user_data)
+        transaction_data = {"user_id": 1, "amount": 100.0}
+        self.client.post("/api/transactions", json=transaction_data)
+        response = self.client.get("/api/transactions")
         self.assertEqual(response.status_code, 200)
         transaction_schema = TransactionSchema(many=True)
         transactions = transaction_schema.load(response.get_json())
@@ -101,17 +98,14 @@ def test_get_transactions(self):
 
     def test_get_transaction(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
-        }
-        self.client.post('/api/users', json=user_data)
-        transaction_data = {
-            'user_id': 1,
-            'amount': 100.0
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/transactions', json=transaction_data)
-        response = self.client.get('/api/transactions/1')
+        self.client.post("/api/users", json=user_data)
+        transaction_data = {"user_id": 1, "amount": 100.0}
+        self.client.post("/api/transactions", json=transaction_data)
+        response = self.client.get("/api/transactions/1")
         self.assertEqual(response.status_code, 200)
         transaction_schema = TransactionSchema()
         transaction = transaction_schema.load(response.get_json())
@@ -119,18 +113,15 @@ def test_get_transaction(self):
 
     def test_update_transaction(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/users', json=user_data)
-        transaction_data = {
-            'user_id': 1,
-            'amount': 100.0
-        }
-        self.client.post('/api/transactions', json=transaction_data)
-        transaction_data['amount'] = 200.0
-        response = self.client.put('/api/transactions/1', json=transaction_data)
+        self.client.post("/api/users", json=user_data)
+        transaction_data = {"user_id": 1, "amount": 100.0}
+        self.client.post("/api/transactions", json=transaction_data)
+        transaction_data["amount"] = 200.0
+        response = self.client.put("/api/transactions/1", json=transaction_data)
         self.assertEqual(response.status_code, 200)
         transaction_schema = TransactionSchema()
         transaction = transaction_schema.load(response.get_json())
@@ -138,15 +129,12 @@ def test_update_transaction(self):
 
     def test_delete_transaction(self):
         user_data = {
-            'name': 'Test User',
-            'email': 'test@example.com',
-            'password': 'testpassword'
-        }
-        self.client.post('/api/users', json=user_data)
-        transaction_data = {
-            'user_id': 1,
-            'amount': 100.0
+            "name": "Test User",
+            "email": "test@example.com",
+            "password": "testpassword",
         }
-        self.client.post('/api/transactions', json=transaction_data)
-        response = self.client.delete('/api/transactions/1')
+        self.client.post("/api/users", json=user_data)
+        transaction_data = {"user_id": 1, "amount": 100.0}
+        self.client.post("/api/transactions", json=transaction_data)
+        response = self.client.delete("/api/transactions/1")
         self.assertEqual(response.status_code, 204)

From 4c4d0a4eca8583f3f293c509a0a3d9ea1af57bfa Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:10:26 +0000
Subject: [PATCH 40/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in d347349 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/__init__.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/blockchain/__init__.py b/blockchain/__init__.py
index 2fe5e113f..112888f97 100644
--- a/blockchain/__init__.py
+++ b/blockchain/__init__.py
@@ -1,6 +1,6 @@
-from .pi_network import PiNetwork
-from .ethereum import Ethereum
 from .bitcoin import Bitcoin
 from .block import Block
 from .chain import Blockchain
+from .ethereum import Ethereum
 from .miner import Miner
+from .pi_network import PiNetwork

From 3c441256b1ac6169c3e0ccefed5bcde929c312fb Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:11:14 +0000
Subject: [PATCH 41/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in c5cbe89 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/block.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/blockchain/block.py b/blockchain/block.py
index ca6f44246..7945ecbae 100644
--- a/blockchain/block.py
+++ b/blockchain/block.py
@@ -1,6 +1,7 @@
 import hashlib
 import time
 
+
 class Block:
     def __init__(self, index, previous_hash, timestamp, data, hash):
         self.index = index
@@ -12,13 +13,13 @@ def __init__(self, index, previous_hash, timestamp, data, hash):
     @staticmethod
     def calculate_hash(index, previous_hash, timestamp, data):
         value = str(index) + str(previous_hash) + str(timestamp) + str(data)
-        return hashlib.sha256(value.encode('utf-8')).hexdigest()
+        return hashlib.sha256(value.encode("utf-8")).hexdigest()
 
     def __str__(self):
-        return 'Block: {index}, Previous Hash: {previous_hash}, Timestamp: {timestamp}, Data: {data}, Hash: {hash}'.format(
+        return "Block: {index}, Previous Hash: {previous_hash}, Timestamp: {timestamp}, Data: {data}, Hash: {hash}".format(
             index=self.index,
             previous_hash=self.previous_hash,
             timestamp=self.timestamp,
             data=self.data,
-            hash=self.hash
+            hash=self.hash,
         )

From 34420a9a9eb0680432e396af8ebe19d10759c6f0 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:53:25 +0000
Subject: [PATCH 42/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 1fd4140 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/chain.py | 29 ++++++++++++++++++++++++-----
 1 file changed, 24 insertions(+), 5 deletions(-)

diff --git a/blockchain/chain.py b/blockchain/chain.py
index ad5ad80d5..ee2bc218f 100644
--- a/blockchain/chain.py
+++ b/blockchain/chain.py
@@ -1,23 +1,35 @@
 import hashlib
 
+
 class Blockchain:
     def __init__(self):
         self.chain = [self.create_genesis_block()]
         self.difficulty = 2
 
     def create_genesis_block(self):
-        return Block(0, '0' * 64, int(time.time()), 'Genesis Block', self.calculate_hash(0, '0' * 64, int(time.time()), 'Genesis Block'))
+        return Block(
+            0,
+            "0" * 64,
+            int(time.time()),
+            "Genesis Block",
+            self.calculate_hash(0, "0" * 64, int(time.time()), "Genesis Block"),
+        )
 
     def calculate_hash(self, index, previous_hash, timestamp, data):
         value = str(index) + str(previous_hash) + str(timestamp) + str(data)
-        return hashlib.sha256(value.encode('utf-8')).hexdigest()
+        return hashlib.sha256(value.encode("utf-8")).hexdigest()
 
     def is_chain_valid(self, chain):
         for i in range(1, len(chain)):
             current_block = chain[i]
             previous_block = chain[i - 1]
 
-            if current_block.hash != self.calculate_hash(current_block.index, current_block.previous_hash, current_block.timestamp, current_block.data):
+            if current_block.hash != self.calculate_hash(
+                current_block.index,
+                current_block.previous_hash,
+                current_block.timestamp,
+                current_block.data,
+            ):
                 return False
 
             if current_block.previous_hash != previous_block.hash:
@@ -26,8 +38,15 @@ def is_chain_valid(self, chain):
         return True
 
     def add_block(self, data):
-        new_block = Block(len(self.chain), self.chain[-1].hash, int(time.time()), data, None)
-        new_block.hash = self.calculate_hash(new_block.index, new_block.previous_hash, new_block.timestamp, new_block.data)
+        new_block = Block(
+            len(self.chain), self.chain[-1].hash, int(time.time()), data, None
+        )
+        new_block.hash = self.calculate_hash(
+            new_block.index,
+            new_block.previous_hash,
+            new_block.timestamp,
+            new_block.data,
+        )
         self.chain.append(new_block)
 
     def replace_chain(self, chain):

From 6d6bdca1d1507dba670ca96c2e47b732d626c0f5 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 13:56:12 +0000
Subject: [PATCH 43/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 06f5ed4 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/miner.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/blockchain/miner.py b/blockchain/miner.py
index 2a0a17daf..024156d65 100644
--- a/blockchain/miner.py
+++ b/blockchain/miner.py
@@ -1,6 +1,8 @@
 import time
+
 from blockchain.block import Blockchain
 
+
 class Miner:
     def __init__(self, blockchain):
         self.blockchain = blockchain
@@ -9,12 +11,12 @@ def mine_block(self, data):
         while True:
             if self.blockchain.is_chain_valid(self.blockchain.chain):
                 self.blockchain.add_block(data)
-                print('Block successfully mined!')
-                print('Proof of work: {}'.format(self.blockchain.chain[-1].hash))
+                print("Block successfully mined!")
+                print("Proof of work: {}".format(self.blockchain.chain[-1].hash))
                 break
             else:
-                print('Block not mined. Invalid chain.')
+                print("Block not mined. Invalid chain.")
                 self.blockchain.chain = [self.blockchain.create_genesis_block()]
                 self.blockchain.difficulty += 1
-                print('New difficulty: {}'.format(self.blockchain.difficulty))
+                print("New difficulty: {}".format(self.blockchain.difficulty))
                 time.sleep(1)

From 7bce9ca76845ee780b2329274bc3d262577448e8 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:00:45 +0000
Subject: [PATCH 44/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 14e3e1d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/test/test_blockchain.py | 50 +++++++++++++++++++++++-------
 1 file changed, 39 insertions(+), 11 deletions(-)

diff --git a/blockchain/test/test_blockchain.py b/blockchain/test/test_blockchain.py
index bd7e51ad8..d3217a024 100644
--- a/blockchain/test/test_blockchain.py
+++ b/blockchain/test/test_blockchain.py
@@ -1,6 +1,8 @@
 import unittest
+
 from blockchain import Blockchain
 
+
 class TestBlockchain(unittest.TestCase):
     def setUp(self):
         self.blockchain = Blockchain()
@@ -8,40 +10,66 @@ def setUp(self):
     def test_create_genesis_block(self):
         genesis_block = self.blockchain.create_genesis_block()
         self.assertEqual(genesis_block.index, 0)
-        self.assertEqual(genesis_block.previous_hash, '0' * 64)
+        self.assertEqual(genesis_block.previous_hash, "0" * 64)
         self.assertIsNotNone(genesis_block.timestamp)
-        self.assertEqual(genesis_block.data, 'Genesis Block')
-        self.assertEqual(genesis_block.hash, '0' * 64)
+        self.assertEqual(genesis_block.data, "Genesis Block")
+        self.assertEqual(genesis_block.hash, "0" * 64)
 
     def test_calculate_hash(self):
         block = self.blockchain.create_genesis_block()
-        block.data = 'New Data'
+        block.data = "New Data"
         block.hash = None
-        calculated_hash = self.blockchain.calculate_hash(block.index, block.previous_hash, block.timestamp, block.data)
-        self.assertEqual(calculated_hash, '0' * 64)
+        calculated_hash = self.blockchain.calculate_hash(
+            block.index, block.previous_hash, block.timestamp, block.data
+        )
+        self.assertEqual(calculated_hash, "0" * 64)
 
     def test_is_chain_valid(self):
         self.assertTrue(self.blockchain.is_chain_valid(self.blockchain.chain))
 
         invalid_chain = self.blockchain.chain[:-1]
-        invalid_chain.append(Block(len(invalid_chain), invalid_chain[-1].hash, int(time.time()), 'Invalid Data', None))
+        invalid_chain.append(
+            Block(
+                len(invalid_chain),
+                invalid_chain[-1].hash,
+                int(time.time()),
+                "Invalid Data",
+                None,
+            )
+        )
         self.assertFalse(self.blockchain.is_chain_valid(invalid_chain))
 
     def test_add_block(self):
-        self.blockchain.add_block('Test Data')
+        self.blockchain.add_block("Test Data")
         self.assertEqual(len(self.blockchain.chain), 2)
-        self.assertEqual(self.blockchain.chain[-1].data, 'Test Data')
+        self.assertEqual(self.blockchain.chain[-1].data, "Test Data")
 
     def test_replace_chain(self):
         self.blockchain.replace_chain(self.blockchain.chain[:-1])
         self.assertEqual(len(self.blockchain.chain), 1)
 
         invalid_chain = self.blockchain.chain[:-1]
-        invalid_chain.append(Block(len(invalid_chain), invalid_chain[-1].hash, int(time.time()), 'Invalid Data', None))
+        invalid_chain.append(
+            Block(
+                len(invalid_chain),
+                invalid_chain[-1].hash,
+                int(time.time()),
+                "Invalid Data",
+                None,
+            )
+        )
         self.blockchain.replace_chain(invalid_chain)
         self.assertFalse(self.blockchain.is_chain_valid(self.blockchain.chain))
 
         valid_chain = self.blockchain.chain[:-1]
-        valid_chain.append(Block(len(valid_chain), valid_chain[-1].hash, int(time.time()), 'Valid Data', None))
+        valid_chain.append(
+            Block(
+                len(valid_chain),
+                valid_chain[-1].hash,
+                int(time.time()),
+                "Valid Data",
+                None,
+            )
+        )
         self.blockchain.replace_chain(valid_chain)
         self.assertTrue(self.blockchain.is_chain_valid(self.blockchain.chain))

From ecf25cd9108f4b2b720e131af72eff704303edfa Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:11:35 +0000
Subject: [PATCH 45/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 0b45323 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 banking/account_management.py | 19 +++++++++++--------
 1 file changed, 11 insertions(+), 8 deletions(-)

diff --git a/banking/account_management.py b/banking/account_management.py
index 1fe44c0e3..4a41344cd 100644
--- a/banking/account_management.py
+++ b/banking/account_management.py
@@ -3,6 +3,7 @@
 import logging
 from typing import Dict
 
+
 def create_account(account_type: str, balance: float, customer_id: int) -> Dict:
     """
     Create a new account for a customer.
@@ -18,22 +19,23 @@ def create_account(account_type: str, balance: float, customer_id: int) -> Dict:
     # implementation
     logging.info(f"Creating account for customer {customer_id}")
     # Validate input parameters
-    if account_type not in ['checking', 'savings']:
+    if account_type not in ["checking", "savings"]:
         raise ValueError("Invalid account type")
     if balance < 0:
         raise ValueError("Balance cannot be negative")
 
     # Create account and store it in a database or in-memory data structure
     account = {
-        'id': generate_unique_id(),
-        'type': account_type,
-        'balance': balance,
-        'customer_id': customer_id
+        "id": generate_unique_id(),
+        "type": account_type,
+        "balance": balance,
+        "customer_id": customer_id,
     }
 
     # Return the account information
     return account
 
+
 def update_account(account_id: int, account_type: str, balance: float) -> bool:
     """
     Update an existing account.
@@ -49,7 +51,7 @@ def update_account(account_id: int, account_type: str, balance: float) -> bool:
     # implementation
     logging.info(f"Updating account {account_id}")
     # Validate input parameters
-    if account_type not in ['checking', 'savings']:
+    if account_type not in ["checking", "savings"]:
         raise ValueError("Invalid account type")
     if balance < 0:
         raise ValueError("Balance cannot be negative")
@@ -58,8 +60,8 @@ def update_account(account_id: int, account_type: str, balance: float) -> bool:
     account = get_account_by_id(account_id)
 
     # Update the account information
-    account['type'] = account_type
-    account['balance'] = balance
+    account["type"] = account_type
+    account["balance"] = balance
 
     # Save the updated account back to the database or in-memory data structure
     save_account(account)
@@ -67,6 +69,7 @@ def update_account(account_id: int, account_type: str, balance: float) -> bool:
     # Return True to indicate success
     return True
 
+
 def delete_account(account_id: int) -> bool:
     """
     Delete an account.

From 646818cf6c70e519a7a356d1d4db3cbab0c097c7 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:29:49 +0700
Subject: [PATCH 46/89] Create quantum_encryption.py

---
 quantum_module/quantum_encryption.py | 46 ++++++++++++++++++++++++++++
 1 file changed, 46 insertions(+)
 create mode 100644 quantum_module/quantum_encryption.py

diff --git a/quantum_module/quantum_encryption.py b/quantum_module/quantum_encryption.py
new file mode 100644
index 000000000..8a2cd47c6
--- /dev/null
+++ b/quantum_module/quantum_encryption.py
@@ -0,0 +1,46 @@
+# Import necessary libraries
+import numpy as np
+from qiskit import QuantumCircuit, execute
+from qiskit.providers.aer import AerSimulator
+
+# Define a function to generate a quantum key
+def generate_quantum_key(size):
+    # Create a quantum circuit with two qubits
+    qc = QuantumCircuit(2)
+    
+    # Apply Hadamard gates to both qubits
+    qc.h(0)
+    qc.h(1)
+    
+    # Measure the qubits to generate a random key
+    qc.measure_all()
+    
+    # Execute the circuit on a simulator
+    simulator = AerSimulator()
+    job = execute(qc, simulator, shots=1)
+    result = job.result()
+    key = result.get_counts(qc)
+    
+    # Convert the key to a binary string
+    key_str = ''.join(format(x, 'b') for x in key)
+    
+    return key_str[:size]
+
+# Define a function to encrypt data using quantum encryption
+def encrypt_data(plain_text, key):
+    # Convert the plain text to a binary string
+    plain_text_bin = ''.join(format(ord(c), '08b') for c in plain_text)
+    
+    # Encrypt the plain text using the quantum key
+    cipher_text_bin = ''.join(str(int(plain_text_bin[i]) ^ int(key[i % len(key)])) for i in range(len(plain_text_bin)))
+    
+    # Convert the cipher text back to a string
+    cipher_text = ''.join(chr(int(cipher_text_bin[i*8:i*8+8], 2)) for i in range(len(cipher_text_bin)//8))
+    
+    return cipher_text
+
+# Example usage
+key = generate_quantum_key(256)
+plain_text = "This is a secret message"
+cipher_text = encrypt_data(plain_text, key)
+print("Encrypted text:", cipher_text)

From 0caad04628b3612336376053993d039a232f3271 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:30:10 +0000
Subject: [PATCH 47/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 646818c according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 quantum_module/quantum_encryption.py | 36 ++++++++++++++++++----------
 1 file changed, 24 insertions(+), 12 deletions(-)

diff --git a/quantum_module/quantum_encryption.py b/quantum_module/quantum_encryption.py
index 8a2cd47c6..394afc07b 100644
--- a/quantum_module/quantum_encryption.py
+++ b/quantum_module/quantum_encryption.py
@@ -4,41 +4,53 @@
 from qiskit.providers.aer import AerSimulator
 
 # Define a function to generate a quantum key
+
+
 def generate_quantum_key(size):
     # Create a quantum circuit with two qubits
     qc = QuantumCircuit(2)
-    
+
     # Apply Hadamard gates to both qubits
     qc.h(0)
     qc.h(1)
-    
+
     # Measure the qubits to generate a random key
     qc.measure_all()
-    
+
     # Execute the circuit on a simulator
     simulator = AerSimulator()
     job = execute(qc, simulator, shots=1)
     result = job.result()
     key = result.get_counts(qc)
-    
+
     # Convert the key to a binary string
-    key_str = ''.join(format(x, 'b') for x in key)
-    
+    key_str = "".join(format(x, "b") for x in key)
+
     return key_str[:size]
 
+
 # Define a function to encrypt data using quantum encryption
+
+
 def encrypt_data(plain_text, key):
     # Convert the plain text to a binary string
-    plain_text_bin = ''.join(format(ord(c), '08b') for c in plain_text)
-    
+    plain_text_bin = "".join(format(ord(c), "08b") for c in plain_text)
+
     # Encrypt the plain text using the quantum key
-    cipher_text_bin = ''.join(str(int(plain_text_bin[i]) ^ int(key[i % len(key)])) for i in range(len(plain_text_bin)))
-    
+    cipher_text_bin = "".join(
+        str(int(plain_text_bin[i]) ^ int(key[i % len(key)]))
+        for i in range(len(plain_text_bin))
+    )
+
     # Convert the cipher text back to a string
-    cipher_text = ''.join(chr(int(cipher_text_bin[i*8:i*8+8], 2)) for i in range(len(cipher_text_bin)//8))
-    
+    cipher_text = "".join(
+        chr(int(cipher_text_bin[i * 8 : i * 8 + 8], 2))
+        for i in range(len(cipher_text_bin) // 8)
+    )
+
     return cipher_text
 
+
 # Example usage
 key = generate_quantum_key(256)
 plain_text = "This is a secret message"

From 22383ada3f2854f6f2a728fd4c3230945f5b2798 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:30:40 +0700
Subject: [PATCH 48/89] Create quantum_optimization.py

---
 quantum_module/quantum_optimization.py | 43 ++++++++++++++++++++++++++
 1 file changed, 43 insertions(+)
 create mode 100644 quantum_module/quantum_optimization.py

diff --git a/quantum_module/quantum_optimization.py b/quantum_module/quantum_optimization.py
new file mode 100644
index 000000000..c5832a997
--- /dev/null
+++ b/quantum_module/quantum_optimization.py
@@ -0,0 +1,43 @@
+# Import necessary libraries
+import numpy as np
+from qiskit import QuantumCircuit, execute
+from qiskit.providers.aer import AerSimulator
+from qiskit.optimization import QuadraticProgram
+
+# Define a function to optimize a portfolio using quantum computing
+def optimize_portfolio(stocks, weights, risk_tolerance):
+    # Define the quadratic program
+    qp = QuadraticProgram()
+    qp.binary_var_list(stocks, name='x')
+    qp.minimize(linear={stocks[i]: weights[i] for i in range(len(stocks))})
+    qp.subject_to(LinearConstraint(sense='LE', rhs=risk_tolerance, coeffs={stocks[i]: weights[i] for i in range(len(stocks))}))
+    
+    # Convert the quadratic program to a QUBO problem
+    qubo = qp.to_qubo()
+    
+    # Create a quantum circuit to solve the QUBO problem
+    qc = QuantumCircuit(len(stocks))
+    qc.h(range(len(stocks)))
+    qc.barrier()
+    qc.x(range(len(stocks)))
+    qc.barrier()
+    qc.measure_all()
+    
+    # Execute the circuit on a simulator
+    simulator = AerSimulator()
+    job = execute(qc, simulator, shots=1000)
+    result = job.result()
+    counts = result.get_counts(qc)
+    
+    # Extract the optimal solution from the counts
+    optimal_solution = max(counts, key=counts.get)
+    optimal_portfolio = [stocks[i] for i, x in enumerate(optimal_solution) if x == '1']
+    
+    return optimal_portfolio
+
+# Example usage
+stocks = ['AAPL', 'GOOG', 'MSFT']
+weights = [0.3, 0.4, 0.3]
+risk_tolerance = 0.5
+optimal_portfolio = optimize_portfolio(stocks, weights, risk_tolerance)
+print("Optimal portfolio:", optimal_portfolio)

From 952f6332567e3bee160b79e9fa602a45edc51818 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:31:03 +0000
Subject: [PATCH 49/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 22383ad according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 quantum_module/quantum_optimization.py | 29 +++++++++++++++++---------
 1 file changed, 19 insertions(+), 10 deletions(-)

diff --git a/quantum_module/quantum_optimization.py b/quantum_module/quantum_optimization.py
index c5832a997..20fb7b73e 100644
--- a/quantum_module/quantum_optimization.py
+++ b/quantum_module/quantum_optimization.py
@@ -1,20 +1,28 @@
 # Import necessary libraries
 import numpy as np
 from qiskit import QuantumCircuit, execute
-from qiskit.providers.aer import AerSimulator
 from qiskit.optimization import QuadraticProgram
+from qiskit.providers.aer import AerSimulator
 
 # Define a function to optimize a portfolio using quantum computing
+
+
 def optimize_portfolio(stocks, weights, risk_tolerance):
     # Define the quadratic program
     qp = QuadraticProgram()
-    qp.binary_var_list(stocks, name='x')
+    qp.binary_var_list(stocks, name="x")
     qp.minimize(linear={stocks[i]: weights[i] for i in range(len(stocks))})
-    qp.subject_to(LinearConstraint(sense='LE', rhs=risk_tolerance, coeffs={stocks[i]: weights[i] for i in range(len(stocks))}))
-    
+    qp.subject_to(
+        LinearConstraint(
+            sense="LE",
+            rhs=risk_tolerance,
+            coeffs={stocks[i]: weights[i] for i in range(len(stocks))},
+        )
+    )
+
     # Convert the quadratic program to a QUBO problem
     qubo = qp.to_qubo()
-    
+
     # Create a quantum circuit to solve the QUBO problem
     qc = QuantumCircuit(len(stocks))
     qc.h(range(len(stocks)))
@@ -22,21 +30,22 @@ def optimize_portfolio(stocks, weights, risk_tolerance):
     qc.x(range(len(stocks)))
     qc.barrier()
     qc.measure_all()
-    
+
     # Execute the circuit on a simulator
     simulator = AerSimulator()
     job = execute(qc, simulator, shots=1000)
     result = job.result()
     counts = result.get_counts(qc)
-    
+
     # Extract the optimal solution from the counts
     optimal_solution = max(counts, key=counts.get)
-    optimal_portfolio = [stocks[i] for i, x in enumerate(optimal_solution) if x == '1']
-    
+    optimal_portfolio = [stocks[i] for i, x in enumerate(optimal_solution) if x == "1"]
+
     return optimal_portfolio
 
+
 # Example usage
-stocks = ['AAPL', 'GOOG', 'MSFT']
+stocks = ["AAPL", "GOOG", "MSFT"]
 weights = [0.3, 0.4, 0.3]
 risk_tolerance = 0.5
 optimal_portfolio = optimize_portfolio(stocks, weights, risk_tolerance)

From 0f6e0b6b3b6deb601eafae6b211a85483af528e6 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:31:54 +0700
Subject: [PATCH 50/89] Create quantum_simulation.py

---
 quantum_module/quantum_simulation.py | 37 ++++++++++++++++++++++++++++
 1 file changed, 37 insertions(+)
 create mode 100644 quantum_module/quantum_simulation.py

diff --git a/quantum_module/quantum_simulation.py b/quantum_module/quantum_simulation.py
new file mode 100644
index 000000000..36a5cc522
--- /dev/null
+++ b/quantum_module/quantum_simulation.py
@@ -0,0 +1,37 @@
+# Import necessary libraries
+import numpy as np
+from qiskit import QuantumCircuit, execute
+from qiskit.providers.aer import AerSimulator
+
+# Define a function to simulate a complex financial scenario using quantum computing
+def simulate_financial_scenario(initial_investment, interest_rate, time_steps):
+    # Create a quantum circuit to simulate the financial scenario
+    qc = QuantumCircuit(1)
+    qc.h(0)
+    qc.barrier()
+    for i in range(time_steps):
+        qc.rx(np.arcsin(interest_rate), 0)
+        qc.barrier()
+    qc.measure_all()
+    
+    # Execute the circuit on a simulator
+    simulator = AerSimulator()
+    job = execute(qc, simulator, shots=1000)
+    result = job.result()
+    counts = result.get_counts(qc)
+    
+    # Extract the final investment from the counts
+    final_investment = initial_investment * (1 + interest_rate) ** time_steps
+    for i in range(time_steps):
+        final_investment *= (1 + interest_rate)
+    final_investment = final_investment / 1000
+    final_investment = sum(counts[x] * final_investment for x in counts)
+    
+    return final_investment
+
+# Example usage
+initial_investment = 1000
+interest_rate = 0.05
+time_steps = 10
+final_investment = simulate_financial_scenario(initial_investment, interest_rate, time_steps)
+print("Final investment:", final_investment)

From 4434d18135b64892958da5bd8abfde330b1c5774 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:33:42 +0000
Subject: [PATCH 51/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 0f6e0b6 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 quantum_module/quantum_simulation.py | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/quantum_module/quantum_simulation.py b/quantum_module/quantum_simulation.py
index 36a5cc522..dfc6f3614 100644
--- a/quantum_module/quantum_simulation.py
+++ b/quantum_module/quantum_simulation.py
@@ -4,6 +4,8 @@
 from qiskit.providers.aer import AerSimulator
 
 # Define a function to simulate a complex financial scenario using quantum computing
+
+
 def simulate_financial_scenario(initial_investment, interest_rate, time_steps):
     # Create a quantum circuit to simulate the financial scenario
     qc = QuantumCircuit(1)
@@ -13,25 +15,28 @@ def simulate_financial_scenario(initial_investment, interest_rate, time_steps):
         qc.rx(np.arcsin(interest_rate), 0)
         qc.barrier()
     qc.measure_all()
-    
+
     # Execute the circuit on a simulator
     simulator = AerSimulator()
     job = execute(qc, simulator, shots=1000)
     result = job.result()
     counts = result.get_counts(qc)
-    
+
     # Extract the final investment from the counts
     final_investment = initial_investment * (1 + interest_rate) ** time_steps
     for i in range(time_steps):
-        final_investment *= (1 + interest_rate)
+        final_investment *= 1 + interest_rate
     final_investment = final_investment / 1000
     final_investment = sum(counts[x] * final_investment for x in counts)
-    
+
     return final_investment
 
+
 # Example usage
 initial_investment = 1000
 interest_rate = 0.05
 time_steps = 10
-final_investment = simulate_financial_scenario(initial_investment, interest_rate, time_steps)
+final_investment = simulate_financial_scenario(
+    initial_investment, interest_rate, time_steps
+)
 print("Final investment:", final_investment)

From 9ba40d41df32a0fb85e06b04331a310307456a07 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:36:33 +0700
Subject: [PATCH 52/89] Create blockchain.py

---
 blockchain/blockchain.py | 40 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 blockchain/blockchain.py

diff --git a/blockchain/blockchain.py b/blockchain/blockchain.py
new file mode 100644
index 000000000..f56ac485b
--- /dev/null
+++ b/blockchain/blockchain.py
@@ -0,0 +1,40 @@
+import hashlib
+import time
+
+class Block:
+    def __init__(self, index, previous_hash, timestamp, data, hash):
+        self.index = index
+        self.previous_hash = previous_hash
+        self.timestamp = timestamp
+        self.data = data
+        self.hash = hash
+
+class Blockchain:
+    def __init__(self):
+        self.chain = [self.create_genesis_block()]
+        self.difficulty = 5
+
+    def create_genesis_block(self):
+        return Block(0, "0" * 64, int(time.time()), "Genesis Block", self.calculate_hash(0, "0" * 64, int(time.time()), "Genesis Block"))
+
+    def calculate_hash(self, index, previous_hash, timestamp, data):
+        value = str(index) + str(previous_hash) + str(timestamp) + str(data)
+        return hashlib.sha256(value.encode('utf-8')).hexdigest()
+
+    def add_block(self, block):
+        block.previous_hash = self.chain[-1].hash
+        block.hash = self.calculate_hash(block.index, block.previous_hash, block.timestamp, block.data)
+        self.chain.append(block)
+
+    def is_valid(self):
+        for i in range(1, len(self.chain)):
+            current_block = self.chain[i]
+            previous_block = self.chain[i - 1]
+
+            if current_block.hash != self.calculate_hash(current_block.index, current_block.previous_hash, current_block.timestamp, current_block.data):
+                return False
+
+            if previous_block.hash != current_block.previous_hash:
+                return False
+
+        return True

From d42f9e47b3a8d1169b3033c83ae8410981acbeb0 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:36:59 +0000
Subject: [PATCH 53/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 9ba40d4 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/blockchain.py | 23 +++++++++++++++++++----
 1 file changed, 19 insertions(+), 4 deletions(-)

diff --git a/blockchain/blockchain.py b/blockchain/blockchain.py
index f56ac485b..90f0fb863 100644
--- a/blockchain/blockchain.py
+++ b/blockchain/blockchain.py
@@ -1,6 +1,7 @@
 import hashlib
 import time
 
+
 class Block:
     def __init__(self, index, previous_hash, timestamp, data, hash):
         self.index = index
@@ -9,21 +10,30 @@ def __init__(self, index, previous_hash, timestamp, data, hash):
         self.data = data
         self.hash = hash
 
+
 class Blockchain:
     def __init__(self):
         self.chain = [self.create_genesis_block()]
         self.difficulty = 5
 
     def create_genesis_block(self):
-        return Block(0, "0" * 64, int(time.time()), "Genesis Block", self.calculate_hash(0, "0" * 64, int(time.time()), "Genesis Block"))
+        return Block(
+            0,
+            "0" * 64,
+            int(time.time()),
+            "Genesis Block",
+            self.calculate_hash(0, "0" * 64, int(time.time()), "Genesis Block"),
+        )
 
     def calculate_hash(self, index, previous_hash, timestamp, data):
         value = str(index) + str(previous_hash) + str(timestamp) + str(data)
-        return hashlib.sha256(value.encode('utf-8')).hexdigest()
+        return hashlib.sha256(value.encode("utf-8")).hexdigest()
 
     def add_block(self, block):
         block.previous_hash = self.chain[-1].hash
-        block.hash = self.calculate_hash(block.index, block.previous_hash, block.timestamp, block.data)
+        block.hash = self.calculate_hash(
+            block.index, block.previous_hash, block.timestamp, block.data
+        )
         self.chain.append(block)
 
     def is_valid(self):
@@ -31,7 +41,12 @@ def is_valid(self):
             current_block = self.chain[i]
             previous_block = self.chain[i - 1]
 
-            if current_block.hash != self.calculate_hash(current_block.index, current_block.previous_hash, current_block.timestamp, current_block.data):
+            if current_block.hash != self.calculate_hash(
+                current_block.index,
+                current_block.previous_hash,
+                current_block.timestamp,
+                current_block.data,
+            ):
                 return False
 
             if previous_block.hash != current_block.previous_hash:

From 388f2b43fb88bb0988d9c41ebe6e81c76cff8372 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:37:17 +0700
Subject: [PATCH 54/89] Create transaction.py

---
 blockchain/transaction.py | 8 ++++++++
 1 file changed, 8 insertions(+)
 create mode 100644 blockchain/transaction.py

diff --git a/blockchain/transaction.py b/blockchain/transaction.py
new file mode 100644
index 000000000..79eb547a5
--- /dev/null
+++ b/blockchain/transaction.py
@@ -0,0 +1,8 @@
+class Transaction:
+    def __init__(self, sender, receiver, amount):
+        self.sender = sender
+        self.receiver = receiver
+        self.amount = amount
+
+    def to_string(self):
+        return "Sender: " + self.sender + ", Receiver: " + self.receiver + ", Amount: " + str(self.amount)

From 46915ef9d739c661aea2a8a1e2244c7e7d9a8665 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:37:40 +0000
Subject: [PATCH 55/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 388f2b4 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/transaction.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/blockchain/transaction.py b/blockchain/transaction.py
index 79eb547a5..0a49fcf79 100644
--- a/blockchain/transaction.py
+++ b/blockchain/transaction.py
@@ -5,4 +5,11 @@ def __init__(self, sender, receiver, amount):
         self.amount = amount
 
     def to_string(self):
-        return "Sender: " + self.sender + ", Receiver: " + self.receiver + ", Amount: " + str(self.amount)
+        return (
+            "Sender: "
+            + self.sender
+            + ", Receiver: "
+            + self.receiver
+            + ", Amount: "
+            + str(self.amount)
+        )

From c635fff2cdf7589046a0588638c094ef7d6d97df Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:37:49 +0700
Subject: [PATCH 56/89] Create wallet.py

---
 blockchain/wallet.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 blockchain/wallet.py

diff --git a/blockchain/wallet.py b/blockchain/wallet.py
new file mode 100644
index 000000000..0435c425d
--- /dev/null
+++ b/blockchain/wallet.py
@@ -0,0 +1,14 @@
+import hashlib
+import time
+
+class Wallet:
+    def __init__(self):
+        self.private_key = hashlib.sha256(str(time.time()).encode('utf-8')).hexdigest()
+        self.public_key = hashlib.sha256(self.private_key.encode('utf-8')).hexdigest()
+
+    def generate_address(self):
+        return hashlib.sha256(self.public_key.encode('utf-8')).hexdigest()
+
+    def send_transaction(self, recipient, amount):
+        transaction = Transaction(self.generate_address(), recipient, amount)
+        return transaction

From 0ad693fe5fcd02886a21d4cd438c062455d90848 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:38:11 +0000
Subject: [PATCH 57/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in c635fff according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 blockchain/wallet.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/blockchain/wallet.py b/blockchain/wallet.py
index 0435c425d..b23d52db9 100644
--- a/blockchain/wallet.py
+++ b/blockchain/wallet.py
@@ -1,13 +1,14 @@
 import hashlib
 import time
 
+
 class Wallet:
     def __init__(self):
-        self.private_key = hashlib.sha256(str(time.time()).encode('utf-8')).hexdigest()
-        self.public_key = hashlib.sha256(self.private_key.encode('utf-8')).hexdigest()
+        self.private_key = hashlib.sha256(str(time.time()).encode("utf-8")).hexdigest()
+        self.public_key = hashlib.sha256(self.private_key.encode("utf-8")).hexdigest()
 
     def generate_address(self):
-        return hashlib.sha256(self.public_key.encode('utf-8')).hexdigest()
+        return hashlib.sha256(self.public_key.encode("utf-8")).hexdigest()
 
     def send_transaction(self, recipient, amount):
         transaction = Transaction(self.generate_address(), recipient, amount)

From 2be8c789cf6853a62c549a265fd810e081b22e38 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:41:01 +0700
Subject: [PATCH 58/89] Create contract.py

---
 smart_contracts/contract.py | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 smart_contracts/contract.py

diff --git a/smart_contracts/contract.py b/smart_contracts/contract.py
new file mode 100644
index 000000000..589a4e277
--- /dev/null
+++ b/smart_contracts/contract.py
@@ -0,0 +1,31 @@
+import hashlib
+import time
+from transaction import Transaction
+
+class Contract:
+    def __init__(self, address, code):
+        self.address = address
+        self.code = code
+        self.state = {}
+
+    def execute(self, transaction):
+        # Check if the transaction sender has enough funds
+        if self.state.get(transaction.sender, 0) < transaction.amount:
+            return False
+
+        # Execute the contract code
+        code_output = eval(self.code)
+
+        # Update the contract state
+        self.state[transaction.receiver] = self.state.get(transaction.receiver, 0) + transaction.amount
+        self.state[transaction.sender] = self.state.get(transaction.sender, 0) - transaction.amount
+
+        # Return the output of the contract code
+        return code_output
+
+    def to_dict(self):
+        return {
+            'address': self.address,
+            'code': self.code,
+            'state': self.state
+        }

From fba7ed201a8586c8fe34d5763e3dbdd85d12bb12 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:41:22 +0000
Subject: [PATCH 59/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 2be8c78 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 smart_contracts/contract.py | 16 +++++++++-------
 1 file changed, 9 insertions(+), 7 deletions(-)

diff --git a/smart_contracts/contract.py b/smart_contracts/contract.py
index 589a4e277..7c011fc33 100644
--- a/smart_contracts/contract.py
+++ b/smart_contracts/contract.py
@@ -1,7 +1,9 @@
 import hashlib
 import time
+
 from transaction import Transaction
 
+
 class Contract:
     def __init__(self, address, code):
         self.address = address
@@ -17,15 +19,15 @@ def execute(self, transaction):
         code_output = eval(self.code)
 
         # Update the contract state
-        self.state[transaction.receiver] = self.state.get(transaction.receiver, 0) + transaction.amount
-        self.state[transaction.sender] = self.state.get(transaction.sender, 0) - transaction.amount
+        self.state[transaction.receiver] = (
+            self.state.get(transaction.receiver, 0) + transaction.amount
+        )
+        self.state[transaction.sender] = (
+            self.state.get(transaction.sender, 0) - transaction.amount
+        )
 
         # Return the output of the contract code
         return code_output
 
     def to_dict(self):
-        return {
-            'address': self.address,
-            'code': self.code,
-            'state': self.state
-        }
+        return {"address": self.address, "code": self.code, "state": self.state}

From e65ed48a3119517c4c135d1dd11e88462763b632 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:46:16 +0700
Subject: [PATCH 60/89] Create communication.py

---
 network/communication.py | 51 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 51 insertions(+)
 create mode 100644 network/communication.py

diff --git a/network/communication.py b/network/communication.py
new file mode 100644
index 000000000..a5d98ef28
--- /dev/null
+++ b/network/communication.py
@@ -0,0 +1,51 @@
+import json
+import requests
+import websockets
+
+def send_http_request(url, method, headers=None, data=None):
+    """
+    Sends an HTTP request to the specified URL using the specified method, headers, and data.
+    """
+    if headers is None:
+        headers = {}
+
+    if method == "GET":
+        response = requests.get(url, headers=headers, data=data)
+    elif method == "POST":
+        response = requests.post(url, headers=headers, data=json.dumps(data))
+    elif method == "PUT":
+        response = requests.put(url, headers=headers, data=json.dumps(data))
+    elif method == "DELETE":
+response = requests.delete(url, headers=headers, data=data)
+    else:
+        raise ValueError("Invalid HTTP method")
+
+    if response.status_code != 200:
+        raise Exception("HTTP request failed with status code {}".format(response.status_code))
+
+    return response.json()
+
+def send_websocket_message(websocket, message):
+    """
+    Sends a message over a WebSocket connection.
+    """
+    websocket.send(json.dumps(message))
+
+def receive_websocket_message(websocket):
+    """
+    Receives a message over a WebSocket connection.
+    """
+    return json.loads(websocket.recv())
+
+def create_websocket_connection(url):
+    """
+    Creates a new WebSocket connection to the specified URL.
+    """
+    websocket = websockets.connect(url)
+    return websocket
+
+def close_websocket_connection(websocket):
+    """
+    Closes the specified WebSocket connection.
+    """
+    websocket.close()

From 371383a2bbf98ad3d649e1f6c27aafe3a5147a66 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:48:40 +0700
Subject: [PATCH 61/89] Create ai.py

---
 ai/ai.py | 43 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 43 insertions(+)
 create mode 100644 ai/ai.py

diff --git a/ai/ai.py b/ai/ai.py
new file mode 100644
index 000000000..338a2be76
--- /dev/null
+++ b/ai/ai.py
@@ -0,0 +1,43 @@
+import numpy as np
+import tensorflow as tf
+from tensorflow import keras
+
+class AI:
+    def __init__(self, input_shape, output_shape, hidden_layers=None, activation_function=tf.nn.relu):
+        """
+        Initializes the AI class with the specified input and output shapes, and optional hidden layer sizes and activation function.
+        """
+        self.input_shape = input_shape
+        self.output_shape = output_shape
+        self.hidden_layers = hidden_layers
+        self.activation_function = activation_function
+
+        self.model = None
+
+    def build_model(self):
+        """
+        Builds the AI model using the specified input and output shapes, hidden layer sizes, and activation function.
+        """
+        inputs = keras.Input(shape=self.input_shape)
+        x = inputs
+
+        if self.hidden_layers is not None:
+            for hidden_layer in self.hidden_layers:
+                x = keras.layers.Dense(hidden_layer, activation=self.activation_function)(x)
+
+        outputs = keras.layers.Dense(self.output_shape)(x)
+
+        self.model = keras.Model(inputs=inputs, outputs=outputs)
+
+    def train(self, x_train, y_train, epochs=10, batch_size=32):
+        """
+        Trains the AI model using the specified training data, number of epochs, and batch size.
+        """
+        self.model.compile(optimizer="adam", loss="mse")
+        self.model.fit(x_train, y_train, epochs=epochs, batch_size=batch_size)
+
+    def predict(self, x):
+        """
+        Makes predictions using the AI model for the specified input data.
+        """
+        return self.model.predict(x)

From 72d321ddcc610cc3a47c66809a186b35c340b3c8 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:49:30 +0700
Subject: [PATCH 62/89] Create data_processing.py

---
 ai/data_processing.py | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)
 create mode 100644 ai/data_processing.py

diff --git a/ai/data_processing.py b/ai/data_processing.py
new file mode 100644
index 000000000..87cff1092
--- /dev/null
+++ b/ai/data_processing.py
@@ -0,0 +1,33 @@
+import pandas as pd
+import numpy as np
+
+def preprocess_data(data):
+    """
+    Preprocesses the specified data by cleaning, transforming, and scaling it.
+    """
+    # Clean missing values
+    data = data.dropna()
+
+    # Transform categorical variables to numerical variables
+    data = pd.get_dummies(data)
+
+    # Scale numerical variables to have zero mean and unit variance
+    scaler = StandardScaler()
+    data = pd.DataFrame(scaler.fit_transform(data), columns=data.columns)
+
+    return data
+
+def split_data(data, test_size=0.2):
+    """
+    Splits the specified data into training and testing sets.
+    """
+    np.random.seed(42)
+    shuffled_index = np.random.permutation(len(data))
+    test_set_size = int(len(data) * test_size)
+    test_indices = shuffled_index[:test_set_size]
+    train_indices = shuffled_index[test_set_size:]
+
+    train_data = data.iloc[train_indices]
+    test_data = data.iloc[test_indices]
+
+    return train_data, test_data

From c7fa6f00348d1796b064d50f599adeb113b6956d Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:49:50 +0000
Subject: [PATCH 63/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 72d321d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 ai/data_processing.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/ai/data_processing.py b/ai/data_processing.py
index 87cff1092..77b3e51d9 100644
--- a/ai/data_processing.py
+++ b/ai/data_processing.py
@@ -1,5 +1,6 @@
-import pandas as pd
 import numpy as np
+import pandas as pd
+
 
 def preprocess_data(data):
     """
@@ -17,6 +18,7 @@ def preprocess_data(data):
 
     return data
 
+
 def split_data(data, test_size=0.2):
     """
     Splits the specified data into training and testing sets.

From 9eda8f70720223404c0218c28c40d126e8912ccf Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:50:20 +0700
Subject: [PATCH 64/89] Delete banking/banking directory

---
 banking/banking/transaction_processing.py | 41 -----------------------
 1 file changed, 41 deletions(-)
 delete mode 100644 banking/banking/transaction_processing.py

diff --git a/banking/banking/transaction_processing.py b/banking/banking/transaction_processing.py
deleted file mode 100644
index 137cee646..000000000
--- a/banking/banking/transaction_processing.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# banking/transaction_processing.py
-
-def deposit(account_id: int, amount: float) -> bool:
-    """
-    Deposit an amount into an account.
-
-    Args:
-        account_id (int): The ID of the account.
-        amount (float): The amount to deposit.
-
-    Returns:
-        bool: True if the deposit was successful, False otherwise.
-    """
-    # implementation
-
-def withdraw(account_id: int, amount: float) -> bool:
-    """
-    Withdraw an amount from an account.
-
-    Args:
-        account_id (int): The ID of the account.
-        amount (float): The amount to withdraw.
-
-    Returns:
-bool: True if the withdrawal was successful, False otherwise.
-    """
-    # implementation
-
-def transfer(from_account_id: int, to_account_id: int, amount: float) -> bool:
-    """
-    Transfer an amount between two accounts.
-
-    Args:
-        from_account_id (int): The ID of the source account.
-        to_account_id (int): The ID of the destination account.
-        amount (float): The amount to transfer.
-
-    Returns:
-        bool: True if the transfer was successful, False otherwise.
-    """
-    # implementation

From f6675fdde3f68a17457d513d48899dbf6c480436 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:51:49 +0000
Subject: [PATCH 65/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 371383a according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 ai/ai.py | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/ai/ai.py b/ai/ai.py
index 338a2be76..86fd0f25b 100644
--- a/ai/ai.py
+++ b/ai/ai.py
@@ -2,8 +2,15 @@
 import tensorflow as tf
 from tensorflow import keras
 
+
 class AI:
-    def __init__(self, input_shape, output_shape, hidden_layers=None, activation_function=tf.nn.relu):
+    def __init__(
+        self,
+        input_shape,
+        output_shape,
+        hidden_layers=None,
+        activation_function=tf.nn.relu,
+    ):
         """
         Initializes the AI class with the specified input and output shapes, and optional hidden layer sizes and activation function.
         """
@@ -23,7 +30,9 @@ def build_model(self):
 
         if self.hidden_layers is not None:
             for hidden_layer in self.hidden_layers:
-                x = keras.layers.Dense(hidden_layer, activation=self.activation_function)(x)
+                x = keras.layers.Dense(
+                    hidden_layer, activation=self.activation_function
+                )(x)
 
         outputs = keras.layers.Dense(self.output_shape)(x)
 

From 2c8c4b8cfa47480204d68e22d3522bd77d22610b Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:53:10 +0700
Subject: [PATCH 66/89] Create hardware.py

---
 hardware_integration/hardware.py | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)
 create mode 100644 hardware_integration/hardware.py

diff --git a/hardware_integration/hardware.py b/hardware_integration/hardware.py
new file mode 100644
index 000000000..888d1c51a
--- /dev/null
+++ b/hardware_integration/hardware.py
@@ -0,0 +1,29 @@
+import RPi.GPIO as GPIO
+
+def setup_i2c(sda_pin, scl_pin):
+    """
+    Sets up the I2C communication protocol using the specified SDA and SCL pins.
+    """
+    GPIO.setmode(GPIO.BCM)
+    GPIO.setup(sda_pin, GPIO.OUT)
+    GPIO.setup(scl_pin, GPIO.OUT)
+    GPIO.output(sda_pin, GPIO.HIGH)
+    GPIO.output(scl_pin, GPIO.HIGH)
+    GPIO.setmode(GPIO.BCM)
+    GPIO.setup(sda_pin, GPIO.IN, pull_up_down=GPIO.PUD_UP)
+    GPIO.setup(scl_pin, GPIO.IN, pull_up_down=GPIO.PUD_UP)
+
+def setup_spi(sclk_pin, mosi_pin, miso_pin):
+    """
+    Sets up the SPI communication protocol using the specified SCLK, MOSI, and MISO pins.
+    """
+    GPIO.setmode(GPIO.BCM)
+    GPIO.setup(sclk_pin, GPIO.OUT)
+    GPIO.setup(mosi_pin, GPIO.OUT)
+    GPIO.setup(miso_pin, GPIO.IN, pull_up_down=GPIO.PUD_UP)
+
+def cleanup():
+    """
+    Cleans up the GPIO pins and resets the GPIO library.
+    """
+    GPIO.cleanup()

From 95af09132e43456cb73ad8d8168bdd97a20ca81a Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:53:30 +0000
Subject: [PATCH 67/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 2c8c4b8 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 hardware_integration/hardware.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/hardware_integration/hardware.py b/hardware_integration/hardware.py
index 888d1c51a..ac236d2fa 100644
--- a/hardware_integration/hardware.py
+++ b/hardware_integration/hardware.py
@@ -1,5 +1,6 @@
 import RPi.GPIO as GPIO
 
+
 def setup_i2c(sda_pin, scl_pin):
     """
     Sets up the I2C communication protocol using the specified SDA and SCL pins.
@@ -13,6 +14,7 @@ def setup_i2c(sda_pin, scl_pin):
     GPIO.setup(sda_pin, GPIO.IN, pull_up_down=GPIO.PUD_UP)
     GPIO.setup(scl_pin, GPIO.IN, pull_up_down=GPIO.PUD_UP)
 
+
 def setup_spi(sclk_pin, mosi_pin, miso_pin):
     """
     Sets up the SPI communication protocol using the specified SCLK, MOSI, and MISO pins.
@@ -22,6 +24,7 @@ def setup_spi(sclk_pin, mosi_pin, miso_pin):
     GPIO.setup(mosi_pin, GPIO.OUT)
     GPIO.setup(miso_pin, GPIO.IN, pull_up_down=GPIO.PUD_UP)
 
+
 def cleanup():
     """
     Cleans up the GPIO pins and resets the GPIO library.

From de250eaac60153d06948d71252e053a1270967ca Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:53:46 +0700
Subject: [PATCH 68/89] Create sensor.py

---
 hardware_integration/sensor.py | 49 ++++++++++++++++++++++++++++++++++
 1 file changed, 49 insertions(+)
 create mode 100644 hardware_integration/sensor.py

diff --git a/hardware_integration/sensor.py b/hardware_integration/sensor.py
new file mode 100644
index 000000000..b6b37c29e
--- /dev/null
+++ b/hardware_integration/sensor.py
@@ -0,0 +1,49 @@
+import hardware
+
+def read_temperature_sensor(i2c_address):
+    """
+    Reads the temperature from the specified I2C temperature sensor.
+    """
+    # Set up I2C communication
+    sda_pin = 2
+    scl_pin = 3
+    hardware.setup_i2c(sda_pin, scl_pin)
+
+    # Read temperature sensor data
+    temperature_data = [0x00, 0x00]
+    for i in range(2):
+        hardware.write_i2c_data(i2c_address, [0x00], 1)
+        temperature_data[i] = hardware.read_i2c_data(i2c_address, 1)[0]
+
+    # Convert temperature data to temperature value
+    temperature = (temperature_data[0] << 8) | temperature_data[1]
+    temperature = temperature / 16.0
+
+    # Clean up I2C communication
+    hardware.cleanup()
+
+    return temperature
+
+def read_humidity_sensor(i2c_address):
+    """
+    Reads the humidity from the specified I2C humidity sensor.
+    """
+    # Set up I2C communication
+    sda_pin = 2
+    scl_pin = 3
+    hardware.setup_i2c(sda_pin, scl_pin)
+
+    # Read humidity sensor data
+    humidity_data = [0x00, 0x00]
+    for i in range(2):
+        hardware.write_i2c_data(i2c_address, [0x00], 1)
+        humidity_data[i] = hardware.read_i2c_data(i2c_address, 1)[0]
+
+    # Convert humidity data to humidity value
+    humidity = (humidity_data[0] << 8) | humidity_data[1]
+    humidity = humidity / 16.0
+
+    # Clean up I2C communication
+    hardware.cleanup()
+
+    return humidity

From 3a39f5e3de47248ac3a73dd28b91aee0463b22a5 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:54:12 +0000
Subject: [PATCH 69/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in de250ea according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 hardware_integration/sensor.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/hardware_integration/sensor.py b/hardware_integration/sensor.py
index b6b37c29e..d65205514 100644
--- a/hardware_integration/sensor.py
+++ b/hardware_integration/sensor.py
@@ -1,5 +1,6 @@
 import hardware
 
+
 def read_temperature_sensor(i2c_address):
     """
     Reads the temperature from the specified I2C temperature sensor.
@@ -24,6 +25,7 @@ def read_temperature_sensor(i2c_address):
 
     return temperature
 
+
 def read_humidity_sensor(i2c_address):
     """
     Reads the humidity from the specified I2C humidity sensor.

From 8affc5994e6060ee08a789f8a498b8e44bdaa314 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:56:01 +0700
Subject: [PATCH 70/89] Create accounts.py

---
 banking/accounts.py | 34 ++++++++++++++++++++++++++++++++++
 1 file changed, 34 insertions(+)
 create mode 100644 banking/accounts.py

diff --git a/banking/accounts.py b/banking/accounts.py
new file mode 100644
index 000000000..71a3a9781
--- /dev/null
+++ b/banking/accounts.py
@@ -0,0 +1,34 @@
+class BankAccount:
+    """
+    Represents a bank account with a balance and transaction history.
+    """
+    def __init__(self, account_number, balance=0):
+        """
+        Initializes a new bank account with the specified account number and balance.
+        """
+        self.account_number = account_number
+        self.balance = balance
+        self.transaction_history = []
+
+    def deposit(self, amount):
+        """
+        Deposits the specified amount into the bank account.
+        """
+        self.balance += amount
+        self.transaction_history.append(f"Deposit: ${amount:.2f}")
+
+    def withdraw(self, amount):
+        """
+        Withdraws the specified amount from the bank account, if sufficient funds are available.
+        """
+        if self.balance >= amount:
+            self.balance -= amount
+            self.transaction_history.append(f"Withdraw: ${amount:.2f}")
+        else:
+            raise InsufficientFundsError(f"Insufficient funds to withdraw ${amount:.2f} from account {self.account_number}")
+
+class InsufficientFundsError(Exception):
+    """
+    Raised when there are insufficient funds to complete a withdrawal.
+    """
+    pass

From a5e9a381804a8438a46bf80e35bdfdb3cb265faa Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:56:21 +0000
Subject: [PATCH 71/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 8affc59 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 banking/accounts.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/banking/accounts.py b/banking/accounts.py
index 71a3a9781..a40c1143d 100644
--- a/banking/accounts.py
+++ b/banking/accounts.py
@@ -2,6 +2,7 @@ class BankAccount:
     """
     Represents a bank account with a balance and transaction history.
     """
+
     def __init__(self, account_number, balance=0):
         """
         Initializes a new bank account with the specified account number and balance.
@@ -25,10 +26,14 @@ def withdraw(self, amount):
             self.balance -= amount
             self.transaction_history.append(f"Withdraw: ${amount:.2f}")
         else:
-            raise InsufficientFundsError(f"Insufficient funds to withdraw ${amount:.2f} from account {self.account_number}")
+            raise InsufficientFundsError(
+                f"Insufficient funds to withdraw ${amount:.2f} from account {self.account_number}"
+            )
+
 
 class InsufficientFundsError(Exception):
     """
     Raised when there are insufficient funds to complete a withdrawal.
     """
+
     pass

From 3ea2281a5222d496c81ff08f81bcc94aff232d9c Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:56:40 +0700
Subject: [PATCH 72/89] Create transaction.py

---
 banking/transaction.py | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)
 create mode 100644 banking/transaction.py

diff --git a/banking/transaction.py b/banking/transaction.py
new file mode 100644
index 000000000..9c6217151
--- /dev/null
+++ b/banking/transaction.py
@@ -0,0 +1,16 @@
+from datetime import datetime
+from banking.accounts import BankAccount
+
+def transfer(from_account: BankAccount, to_account: BankAccount, amount):
+    """
+    Transfers the specified amount from the from_account to the to_account.
+    """
+    from_account.withdraw(amount)
+    to_account.deposit(amount)
+
+    transaction_date = datetime.now()
+    from_account_number = from_account.account_number
+    to_account_number = to_account.account_number
+    transaction_amount = amount
+
+    print(f"Transfer from account {from_account_number} to account {to_account_number} for ${transaction_amount:.2f} on {transaction_date}")

From d9289f61c5fd01b1d56483eecffbdcabf4156d97 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:57:03 +0000
Subject: [PATCH 73/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 3ea2281 according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 banking/transaction.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/banking/transaction.py b/banking/transaction.py
index 9c6217151..970465667 100644
--- a/banking/transaction.py
+++ b/banking/transaction.py
@@ -1,6 +1,8 @@
 from datetime import datetime
+
 from banking.accounts import BankAccount
 
+
 def transfer(from_account: BankAccount, to_account: BankAccount, amount):
     """
     Transfers the specified amount from the from_account to the to_account.
@@ -13,4 +15,6 @@ def transfer(from_account: BankAccount, to_account: BankAccount, amount):
     to_account_number = to_account.account_number
     transaction_amount = amount
 
-    print(f"Transfer from account {from_account_number} to account {to_account_number} for ${transaction_amount:.2f} on {transaction_date}")
+    print(
+        f"Transfer from account {from_account_number} to account {to_account_number} for ${transaction_amount:.2f} on {transaction_date}"
+    )

From f62245dbf149343f112f484c50f06ecb92b3175e Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 21:59:14 +0700
Subject: [PATCH 74/89] Create bank.py

---
 banking/bank.py | 43 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 43 insertions(+)
 create mode 100644 banking/bank.py

diff --git a/banking/bank.py b/banking/bank.py
new file mode 100644
index 000000000..7123803b8
--- /dev/null
+++ b/banking/bank.py
@@ -0,0 +1,43 @@
+from banking.accounts import BankAccount
+from banking.transactions import transfer
+
+def create_account(account_number):
+    """
+    Creates a new bank account with the specified account number.
+    """
+    return BankAccount(account_number)
+
+def get_account(account_number):
+    """
+Retrieves the bank account with the specified account number.
+    """
+    # Load account data from database or other storage system
+    account_data = load_account_data(account_number)
+
+    # Create new account if it doesn't exist
+    if account_data is None:
+        account = create_account(account_number)
+    else:
+        account = BankAccount(account_number, balance=account_data["balance"])
+
+    return account
+
+def save_account(account):
+    """
+    Saves the specified bank account to the database or other storage system.
+    """
+    # Save account data to database or other storage system
+    save_account_data(account.account_number, account.balance)
+
+def process_transaction(transaction):
+    """
+    Processes the specified transaction by transferring funds between bank accounts.
+    """
+    from_account = get_account(transaction["from_account"])
+    to_account = get_account(transaction["to_account"])
+    amount = transaction["amount"]
+
+    transfer(from_account, to_account, amount)
+
+    save_account(from_account)
+    save_account(to_account)

From 1910d9952df552643334342906d511457bbb59e6 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 14:59:36 +0000
Subject: [PATCH 75/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in f62245d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 banking/bank.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/banking/bank.py b/banking/bank.py
index 7123803b8..dab15c962 100644
--- a/banking/bank.py
+++ b/banking/bank.py
@@ -1,15 +1,17 @@
 from banking.accounts import BankAccount
 from banking.transactions import transfer
 
+
 def create_account(account_number):
     """
     Creates a new bank account with the specified account number.
     """
     return BankAccount(account_number)
 
+
 def get_account(account_number):
     """
-Retrieves the bank account with the specified account number.
+    Retrieves the bank account with the specified account number.
     """
     # Load account data from database or other storage system
     account_data = load_account_data(account_number)
@@ -22,6 +24,7 @@ def get_account(account_number):
 
     return account
 
+
 def save_account(account):
     """
     Saves the specified bank account to the database or other storage system.
@@ -29,6 +32,7 @@ def save_account(account):
     # Save account data to database or other storage system
     save_account_data(account.account_number, account.balance)
 
+
 def process_transaction(transaction):
     """
     Processes the specified transaction by transferring funds between bank accounts.

From 709cd5d3a41f1ee152df2d3c4f1ea773775e7875 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:02:01 +0700
Subject: [PATCH 76/89] Update bank.py

---
 banking/bank.py | 59 +++++++++++++++++++++++++++++++++++--------------
 1 file changed, 43 insertions(+), 16 deletions(-)

diff --git a/banking/bank.py b/banking/bank.py
index 7123803b8..f60deb6f8 100644
--- a/banking/bank.py
+++ b/banking/bank.py
@@ -1,24 +1,33 @@
-from banking.accounts import BankAccount
-from banking.transactions import transfer
+from banking.accounts import BankAccount, SavingsAccount, CheckingAccount, InsufficientFundsError
+from banking.transactions import transfer, pay_bill
 
-def create_account(account_number):
+def create_account(account_type, account_number):
     """
-    Creates a new bank account with the specified account number.
+    Creates a new bank account with the specified account type and account number.
     """
-    return BankAccount(account_number)
+    if account_type == "savings":
+        account = SavingsAccount(account_number)
+    elif account_type == "checking":
+        account = CheckingAccount(account_number)
+    else:
+        raise ValueError(f"Invalid account type: {account_type}")
+
+    return account
 
 def get_account(account_number):
     """
-Retrieves the bank account with the specified account number.
+    Retrieves the bank account with the specified account number.
     """
     # Load account data from database or other storage system
     account_data = load_account_data(account_number)
 
     # Create new account if it doesn't exist
     if account_data is None:
-        account = create_account(account_number)
+        account_type = None
     else:
-        account = BankAccount(account_number, balance=account_data["balance"])
+        account_type = account_data["type"]
+
+    account = create_account(account_type, account_number)
 
     return account
 
@@ -27,17 +36,35 @@ def save_account(account):
     Saves the specified bank account to the database or other storage system.
     """
     # Save account data to database or other storage system
-    save_account_data(account.account_number, account.balance)
+    save_account_data(account.account_number, account.type, account.balance)
 
 def process_transaction(transaction):
     """
-    Processes the specified transaction by transferring funds between bank accounts.
+    Processes the specified transaction by transferring funds between bank accounts or paying a bill.
     """
-    from_account = get_account(transaction["from_account"])
-    to_account = get_account(transaction["to_account"])
-    amount = transaction["amount"]
+    transaction_type = transaction["type"]
+
+    if transaction_type == "transfer":
+        from_account_number = transaction["from_account"]
+        to_account_number = transaction["to_account"]
+        amount = transaction["amount"]
+
+        from_account = get_account(from_account_number)
+        to_account = get_account(to_account_number)
+
+        transfer(from_account, to_account, amount)
+
+        save_account(from_account)
+        save_account(to_account)
+
+    elif transaction_type == "pay_bill":
+        account_number = transaction["account"]
+        payee = transaction["payee"]
+        amount = transaction["amount"]
+        due_date = transaction["due_date"]
+
+        account = get_account(account_number)
 
-    transfer(from_account, to_account, amount)
+        pay_bill(account, payee, amount, due_date)
 
-    save_account(from_account)
-    save_account(to_account)
+        save_account(account)

From d65299243edd2a37ee3ff8ca1e6c9824cc4aff54 Mon Sep 17 00:00:00 2001
From: "deepsource-autofix[bot]"
 <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Date: Fri, 10 May 2024 15:02:21 +0000
Subject: [PATCH 77/89] style: format code with Autopep8, Black, ClangFormat,
 dotnet-format, Go fmt, Gofumpt, Google Java Format, isort, Ktlint, PHP CS
 Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt, Scalafmt, StandardJS,
 StandardRB, swift-format and Yapf

This commit fixes the style issues introduced in 709cd5d according to the output
from Autopep8, Black, ClangFormat, dotnet-format, Go fmt, Gofumpt, Google Java
Format, isort, Ktlint, PHP CS Fixer, Prettier, RuboCop, Ruff Formatter, Rustfmt,
Scalafmt, StandardJS, StandardRB, swift-format and Yapf.

Details: None
---
 banking/bank.py | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/banking/bank.py b/banking/bank.py
index f60deb6f8..aad97015f 100644
--- a/banking/bank.py
+++ b/banking/bank.py
@@ -1,5 +1,11 @@
-from banking.accounts import BankAccount, SavingsAccount, CheckingAccount, InsufficientFundsError
-from banking.transactions import transfer, pay_bill
+from banking.accounts import (
+    BankAccount,
+    CheckingAccount,
+    InsufficientFundsError,
+    SavingsAccount,
+)
+from banking.transactions import pay_bill, transfer
+
 
 def create_account(account_type, account_number):
     """
@@ -14,6 +20,7 @@ def create_account(account_type, account_number):
 
     return account
 
+
 def get_account(account_number):
     """
     Retrieves the bank account with the specified account number.
@@ -31,6 +38,7 @@ def get_account(account_number):
 
     return account
 
+
 def save_account(account):
     """
     Saves the specified bank account to the database or other storage system.
@@ -38,6 +46,7 @@ def save_account(account):
     # Save account data to database or other storage system
     save_account_data(account.account_number, account.type, account.balance)
 
+
 def process_transaction(transaction):
     """
     Processes the specified transaction by transferring funds between bank accounts or paying a bill.

From 9d01cd8c7d466436a10ea4f5a46e51fe8478af71 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:17:52 +0700
Subject: [PATCH 78/89] Create node.js.yml

---
 .github/workflows/node.js.yml | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 .github/workflows/node.js.yml

diff --git a/.github/workflows/node.js.yml b/.github/workflows/node.js.yml
new file mode 100644
index 000000000..6d573d77d
--- /dev/null
+++ b/.github/workflows/node.js.yml
@@ -0,0 +1,31 @@
+# This workflow will do a clean installation of node dependencies, cache/restore them, build the source code and run tests across different versions of node
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-nodejs
+
+name: Node.js CI
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        node-version: [14.x, 16.x, 18.x]
+        # See supported Node.js release schedule at https://nodejs.org/en/about/releases/
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Use Node.js ${{ matrix.node-version }}
+      uses: actions/setup-node@v3
+      with:
+        node-version: ${{ matrix.node-version }}
+        cache: 'npm'
+    - run: npm ci
+    - run: npm run build --if-present
+    - run: npm test

From d4d7f1f3be260336bdeb5735909cdcaa93bbc68b Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:18:25 +0700
Subject: [PATCH 79/89] Create webpack.yml

---
 .github/workflows/webpack.yml | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)
 create mode 100644 .github/workflows/webpack.yml

diff --git a/.github/workflows/webpack.yml b/.github/workflows/webpack.yml
new file mode 100644
index 000000000..25e64c08e
--- /dev/null
+++ b/.github/workflows/webpack.yml
@@ -0,0 +1,28 @@
+name: NodeJS with Webpack
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        node-version: [14.x, 16.x, 18.x]
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Use Node.js ${{ matrix.node-version }}
+      uses: actions/setup-node@v3
+      with:
+        node-version: ${{ matrix.node-version }}
+
+    - name: Build
+      run: |
+        npm install
+        npx webpack

From f11ed59657a827f2703305dbfe919f1815ba8fc5 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:19:07 +0700
Subject: [PATCH 80/89] Create ruby.yml

---
 .github/workflows/ruby.yml | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)
 create mode 100644 .github/workflows/ruby.yml

diff --git a/.github/workflows/ruby.yml b/.github/workflows/ruby.yml
new file mode 100644
index 000000000..5d80832d3
--- /dev/null
+++ b/.github/workflows/ruby.yml
@@ -0,0 +1,38 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+# This workflow will download a prebuilt Ruby version, install dependencies and run tests with Rake
+# For more information see: https://github.com/marketplace/actions/setup-ruby-jruby-and-truffleruby
+
+name: Ruby
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+permissions:
+  contents: read
+
+jobs:
+  test:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        ruby-version: ['2.6', '2.7', '3.0']
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Ruby
+    # To automatically get bug fixes and new Ruby versions for ruby/setup-ruby,
+    # change this to (see https://github.com/ruby/setup-ruby#versioning):
+    # uses: ruby/setup-ruby@v1
+      uses: ruby/setup-ruby@55283cc23133118229fd3f97f9336ee23a179fcf # v1.146.0
+      with:
+        ruby-version: ${{ matrix.ruby-version }}
+        bundler-cache: true # runs 'bundle install' and caches installed gems automatically
+    - name: Run tests
+      run: bundle exec rake

From d0119f2e9f9ebda487748951e2cbea8d1d8645d3 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:19:55 +0700
Subject: [PATCH 81/89] Create symfony.yml

---
 .github/workflows/symfony.yml | 47 +++++++++++++++++++++++++++++++++++
 1 file changed, 47 insertions(+)
 create mode 100644 .github/workflows/symfony.yml

diff --git a/.github/workflows/symfony.yml b/.github/workflows/symfony.yml
new file mode 100644
index 000000000..e9b7c26f6
--- /dev/null
+++ b/.github/workflows/symfony.yml
@@ -0,0 +1,47 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+name: Symfony
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+permissions:
+  contents: read
+
+jobs:
+  symfony-tests:
+    runs-on: ubuntu-latest
+    steps:
+    #  To automatically get bug fixes and new Php versions for shivammathur/setup-php,
+    # change this to (see https://github.com/shivammathur/setup-php#bookmark-versioning):
+    # uses: shivammathur/setup-php@v2
+    - uses: shivammathur/setup-php@2cb9b829437ee246e9b3cac53555a39208ca6d28
+      with:
+        php-version: '8.0'
+    - uses: actions/checkout@v4
+    - name: Copy .env.test.local
+      run: php -r "file_exists('.env.test.local') || copy('.env.test', '.env.test.local');"
+    - name: Cache Composer packages
+      id: composer-cache
+      uses: actions/cache@v3
+      with:
+        path: vendor
+        key: ${{ runner.os }}-php-${{ hashFiles('**/composer.lock') }}
+        restore-keys: |
+          ${{ runner.os }}-php-
+    - name: Install Dependencies
+      run: composer install -q --no-ansi --no-interaction --no-scripts --no-progress --prefer-dist
+    - name: Create Database
+      run: |
+        mkdir -p data
+        touch data/database.sqlite
+    - name: Execute tests (Unit and Feature tests) via PHPUnit
+      env:
+        DATABASE_URL: sqlite:///%kernel.project_dir%/data/database.sqlite
+      run: vendor/bin/phpunit

From c18293e6c63cd553ea37d7a9812467d57c081511 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:20:44 +0700
Subject: [PATCH 82/89] Create dart.yml

---
 .github/workflows/dart.yml | 42 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 42 insertions(+)
 create mode 100644 .github/workflows/dart.yml

diff --git a/.github/workflows/dart.yml b/.github/workflows/dart.yml
new file mode 100644
index 000000000..3383c717e
--- /dev/null
+++ b/.github/workflows/dart.yml
@@ -0,0 +1,42 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+name: Dart
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+
+      # Note: This workflow uses the latest stable version of the Dart SDK.
+      # You can specify other versions if desired, see documentation here:
+      # https://github.com/dart-lang/setup-dart/blob/main/README.md
+      # - uses: dart-lang/setup-dart@v1
+      - uses: dart-lang/setup-dart@9a04e6d73cca37bd455e0608d7e5092f881fd603
+
+      - name: Install dependencies
+        run: dart pub get
+
+      # Uncomment this step to verify the use of 'dart format' on each commit.
+      # - name: Verify formatting
+      #   run: dart format --output=none --set-exit-if-changed .
+
+      # Consider passing '--fatal-infos' for slightly stricter analysis.
+      - name: Analyze project source
+        run: dart analyze
+
+      # Your project will need to have tests in test/ and a dependency on
+      # package:test for this step to succeed. Note that Flutter projects will
+      # want to change this to 'flutter test'.
+      - name: Run tests
+        run: dart test

From 2bbabd0af6f04ee2ba4923b902c3cd4b23e5246a Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:21:35 +0700
Subject: [PATCH 83/89] Create dotnet.yml

---
 .github/workflows/dotnet.yml | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)
 create mode 100644 .github/workflows/dotnet.yml

diff --git a/.github/workflows/dotnet.yml b/.github/workflows/dotnet.yml
new file mode 100644
index 000000000..217f7cbec
--- /dev/null
+++ b/.github/workflows/dotnet.yml
@@ -0,0 +1,28 @@
+# This workflow will build a .NET project
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-net
+
+name: .NET
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Setup .NET
+      uses: actions/setup-dotnet@v4
+      with:
+        dotnet-version: 8.0.x
+    - name: Restore dependencies
+      run: dotnet restore
+    - name: Build
+      run: dotnet build --no-restore
+    - name: Test
+      run: dotnet test --no-build --verbosity normal

From 9aa1802e3f93e3c899ae7c1b67fc5dac79c6f55c Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:22:11 +0700
Subject: [PATCH 84/89] Create laravel.yml

---
 .github/workflows/laravel.yml | 35 +++++++++++++++++++++++++++++++++++
 1 file changed, 35 insertions(+)
 create mode 100644 .github/workflows/laravel.yml

diff --git a/.github/workflows/laravel.yml b/.github/workflows/laravel.yml
new file mode 100644
index 000000000..fd8c644e6
--- /dev/null
+++ b/.github/workflows/laravel.yml
@@ -0,0 +1,35 @@
+name: Laravel
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  laravel-tests:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: shivammathur/setup-php@15c43e89cdef867065b0213be354c2841860869e
+      with:
+        php-version: '8.0'
+    - uses: actions/checkout@v4
+    - name: Copy .env
+      run: php -r "file_exists('.env') || copy('.env.example', '.env');"
+    - name: Install Dependencies
+      run: composer install -q --no-ansi --no-interaction --no-scripts --no-progress --prefer-dist
+    - name: Generate key
+      run: php artisan key:generate
+    - name: Directory Permissions
+      run: chmod -R 777 storage bootstrap/cache
+    - name: Create Database
+      run: |
+        mkdir -p database
+        touch database/database.sqlite
+    - name: Execute tests (Unit and Feature tests) via PHPUnit/Pest
+      env:
+        DB_CONNECTION: sqlite
+        DB_DATABASE: database/database.sqlite
+      run: php artisan test

From 16d3d3297feeb515e3f29740915f57127fddff35 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:22:49 +0700
Subject: [PATCH 85/89] Create go.yml

---
 .github/workflows/go.yml | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)
 create mode 100644 .github/workflows/go.yml

diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml
new file mode 100644
index 000000000..0b443f376
--- /dev/null
+++ b/.github/workflows/go.yml
@@ -0,0 +1,28 @@
+# This workflow will build a golang project
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-go
+
+name: Go
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Go
+      uses: actions/setup-go@v4
+      with:
+        go-version: '1.20'
+
+    - name: Build
+      run: go build -v ./...
+
+    - name: Test
+      run: go test -v ./...

From 5b5865f81f0fdc89eb56b545bb94630d66702417 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:23:39 +0700
Subject: [PATCH 86/89] Create r.yml

---
 .github/workflows/r.yml | 40 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 .github/workflows/r.yml

diff --git a/.github/workflows/r.yml b/.github/workflows/r.yml
new file mode 100644
index 000000000..ed8aacfa6
--- /dev/null
+++ b/.github/workflows/r.yml
@@ -0,0 +1,40 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+#
+# See https://github.com/r-lib/actions/tree/master/examples#readme for
+# additional example workflows available for the R community.
+
+name: R
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: macos-latest
+    strategy:
+      matrix:
+        r-version: ['3.6.3', '4.1.1']
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up R ${{ matrix.r-version }}
+        uses: r-lib/actions/setup-r@f57f1301a053485946083d7a45022b278929a78a
+        with:
+          r-version: ${{ matrix.r-version }}
+      - name: Install dependencies
+        run: |
+          install.packages(c("remotes", "rcmdcheck"))
+          remotes::install_deps(dependencies = TRUE)
+        shell: Rscript {0}
+      - name: Check
+        run: rcmdcheck::rcmdcheck(args = "--no-manual", error_on = "error")
+        shell: Rscript {0}

From 50d818e8eedcd3416d374b23e1b0127f48a2dc98 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:24:25 +0700
Subject: [PATCH 87/89] Create gradle.yml

---
 .github/workflows/gradle.yml | 67 ++++++++++++++++++++++++++++++++++++
 1 file changed, 67 insertions(+)
 create mode 100644 .github/workflows/gradle.yml

diff --git a/.github/workflows/gradle.yml b/.github/workflows/gradle.yml
new file mode 100644
index 000000000..27400c2ba
--- /dev/null
+++ b/.github/workflows/gradle.yml
@@ -0,0 +1,67 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+# This workflow will build a Java project with Gradle and cache/restore any dependencies to improve the workflow execution time
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-java-with-gradle
+
+name: Java CI with Gradle
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up JDK 17
+      uses: actions/setup-java@v4
+      with:
+        java-version: '17'
+        distribution: 'temurin'
+
+    # Configure Gradle for optimal use in GiHub Actions, including caching of downloaded dependencies.
+    # See: https://github.com/gradle/actions/blob/main/setup-gradle/README.md
+    - name: Setup Gradle
+      uses: gradle/actions/setup-gradle@417ae3ccd767c252f5661f1ace9f835f9654f2b5 # v3.1.0
+
+    - name: Build with Gradle Wrapper
+      run: ./gradlew build
+
+    # NOTE: The Gradle Wrapper is the default and recommended way to run Gradle (https://docs.gradle.org/current/userguide/gradle_wrapper.html).
+    # If your project does not have the Gradle Wrapper configured, you can use the following configuration to run Gradle with a specified version.
+    #
+    # - name: Setup Gradle
+    #   uses: gradle/actions/setup-gradle@417ae3ccd767c252f5661f1ace9f835f9654f2b5 # v3.1.0
+    #   with:
+    #     gradle-version: '8.5'
+    #
+    # - name: Build with Gradle 8.5
+    #   run: gradle build
+
+  dependency-submission:
+
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up JDK 17
+      uses: actions/setup-java@v4
+      with:
+        java-version: '17'
+        distribution: 'temurin'
+
+    # Generates and submits a dependency graph, enabling Dependabot Alerts for all project dependencies.
+    # See: https://github.com/gradle/actions/blob/main/dependency-submission/README.md
+    - name: Generate and submit dependency graph
+      uses: gradle/actions/dependency-submission@417ae3ccd767c252f5661f1ace9f835f9654f2b5 # v3.1.0

From 7962d1d436038a4c59116bd1d4b5b1571eb321b7 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 22:27:34 +0700
Subject: [PATCH 88/89] Create terraform.yml

---
 .github/workflows/terraform.yml | 93 +++++++++++++++++++++++++++++++++
 1 file changed, 93 insertions(+)
 create mode 100644 .github/workflows/terraform.yml

diff --git a/.github/workflows/terraform.yml b/.github/workflows/terraform.yml
new file mode 100644
index 000000000..540e8040b
--- /dev/null
+++ b/.github/workflows/terraform.yml
@@ -0,0 +1,93 @@
+# This workflow installs the latest version of Terraform CLI and configures the Terraform CLI configuration file
+# with an API token for Terraform Cloud (app.terraform.io). On pull request events, this workflow will run
+# `terraform init`, `terraform fmt`, and `terraform plan` (speculative plan via Terraform Cloud). On push events
+# to the "main" branch, `terraform apply` will be executed.
+#
+# Documentation for `hashicorp/setup-terraform` is located here: https://github.com/hashicorp/setup-terraform
+#
+# To use this workflow, you will need to complete the following setup steps.
+#
+# 1. Create a `main.tf` file in the root of this repository with the `remote` backend and one or more resources defined.
+#   Example `main.tf`:
+#     # The configuration for the `remote` backend.
+#     terraform {
+#       backend "remote" {
+#         # The name of your Terraform Cloud organization.
+#         organization = "example-organization"
+#
+#         # The name of the Terraform Cloud workspace to store Terraform state files in.
+#         workspaces {
+#           name = "example-workspace"
+#         }
+#       }
+#     }
+#
+#     # An example resource that does nothing.
+#     resource "null_resource" "example" {
+#       triggers = {
+#         value = "A example resource that does nothing!"
+#       }
+#     }
+#
+#
+# 2. Generate a Terraform Cloud user API token and store it as a GitHub secret (e.g. TF_API_TOKEN) on this repository.
+#   Documentation:
+#     - https://www.terraform.io/docs/cloud/users-teams-organizations/api-tokens.html
+#     - https://help.github.com/en/actions/configuring-and-managing-workflows/creating-and-storing-encrypted-secrets
+#
+# 3. Reference the GitHub secret in step using the `hashicorp/setup-terraform` GitHub Action.
+#   Example:
+#     - name: Setup Terraform
+#       uses: hashicorp/setup-terraform@v1
+#       with:
+#         cli_config_credentials_token: ${{ secrets.TF_API_TOKEN }}
+
+name: 'Terraform'
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+
+permissions:
+  contents: read
+
+jobs:
+  terraform:
+    name: 'Terraform'
+    runs-on: ubuntu-latest
+    environment: production
+
+    # Use the Bash shell regardless whether the GitHub Actions runner is ubuntu-latest, macos-latest, or windows-latest
+    defaults:
+      run:
+        shell: bash
+
+    steps:
+    # Checkout the repository to the GitHub Actions runner
+    - name: Checkout
+      uses: actions/checkout@v4
+
+    # Install the latest version of Terraform CLI and configure the Terraform CLI configuration file with a Terraform Cloud user API token
+    - name: Setup Terraform
+      uses: hashicorp/setup-terraform@v1
+      with:
+        cli_config_credentials_token: ${{ secrets.TF_API_TOKEN }}
+
+    # Initialize a new or existing Terraform working directory by creating initial files, loading any remote state, downloading modules, etc.
+    - name: Terraform Init
+      run: terraform init
+
+    # Checks that all Terraform configuration files adhere to a canonical format
+    - name: Terraform Format
+      run: terraform fmt -check
+
+    # Generates an execution plan for Terraform
+    - name: Terraform Plan
+      run: terraform plan -input=false
+
+      # On push to "main", build or change infrastructure according to Terraform configuration files
+      # Note: It is recommended to set up a required "strict" status check in your repository for "Terraform Cloud". See the documentation on "strict" required status checks for more information: https://help.github.com/en/github/administering-a-repository/types-of-required-status-checks
+    - name: Terraform Apply
+      if: github.ref == 'refs/heads/"main"' && github.event_name == 'push'
+      run: terraform apply -auto-approve -input=false

From 9ce2191ee8464ea65e5a9e9c632e51da0c7f60c2 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Fri, 10 May 2024 23:55:01 +0700
Subject: [PATCH 89/89] Update transaction_processing.py

---
 banking/transaction_processing.py | 82 ++++++++++++++-----------------
 1 file changed, 36 insertions(+), 46 deletions(-)

diff --git a/banking/transaction_processing.py b/banking/transaction_processing.py
index bc86a6e49..21924650b 100644
--- a/banking/transaction_processing.py
+++ b/banking/transaction_processing.py
@@ -13,23 +13,17 @@ def deposit(account_id: int, amount: float) -> bool:
     Returns:
         bool: True if the deposit was successful, False otherwise.
     """
-    # implementation
-    logging.info(f"Depositing {amount} into account {account_id}")
-    # Retrieve the account from the database or in-memory data structure
-    account = get_account_by_id(account_id)
-
-    # Validate the input parameters
-    if amount < 0:
-        raise ValueError("Amount cannot be negative")
-
-    # Update the account balance
-    account['balance'] += amount
-
-    # Save the updated account back to the database or in-memory data structure
-    save_account(account)
-
-    # Return True to indicate success
-    return True
+    try:
+        logging.info(f"Depositing {amount} into account {account_id}")
+        account = get_account_by_id(account_id)
+        if amount < 0:
+            raise ValueError("Amount cannot be negative")
+        account['balance'] += amount
+        save_account(account)
+        return True
+    except Exception as e:
+        logging.error(f"Error depositing into account {account_id}: {e}")
+        return False
 
 def withdraw(account_id: int, amount: float) -> bool:
     """
@@ -42,25 +36,19 @@ def withdraw(account_id: int, amount: float) -> bool:
     Returns:
         bool: True if the withdrawal was successful, False otherwise.
     """
-    # implementation
-    logging.info(f"Withdrawing {amount} from account {account_id}")
-    # Retrieve the account from the database or in-memory data structure
-    account = get_account_by_id(account_id)
-
-    # Validate the input parameters
-    if amount < 0:
-        raise ValueError("Amount cannot be negative")
-    if account['balance'] < amount:
-        raise ValueError("Insufficient balance")
-
-    # Update the account balance
-    account['balance'] -= amount
-
-    # Save the updated account back to the database or in-memory data structure
-    save_account(account)
-
-    # Return True to indicate success
-    return True
+    try:
+        logging.info(f"Withdrawing {amount} from account {account_id}")
+        account = get_account_by_id(account_id)
+        if amount < 0:
+            raise ValueError("Amount cannot be negative")
+        if account['balance'] < amount:
+            raise ValueError("Insufficient balance")
+        account['balance'] -= amount
+        save_account(account)
+        return True
+    except Exception as e:
+        logging.error(f"Error withdrawing from account {account_id}: {e}")
+        return False
 
 def transfer(from_account_id: int, to_account_id: int, amount: float) -> bool:
     """
@@ -74,13 +62,15 @@ def transfer(from_account_id: int, to_account_id: int, amount: float) -> bool:
     Returns:
         bool: True if the transfer was successful, False otherwise.
     """
-    # implementation
-    logging.info(f"Transferring {amount} from account {from_account_id} to account {to_account_id}")
-    # Withdraw the amount from the source account
-    withdraw(from_account_id, amount)
-
-    # Deposit the amount into the destination account
-    deposit(to_account_id, amount)
-
-    # Return True to indicate success
-    return True
+    try:
+        logging.info(f"Transferring {amount} from account {from_account_id} to account {to_account_id}")
+        if not withdraw(from_account_id, amount):
+            return False
+        if not deposit(to_account_id, amount):
+            # Rollback the withdrawal if deposit fails
+            deposit(from_account_id, amount)
+            return False
+        return True
+    except Exception as e:
+        logging.error(f"Error transferring between accounts: {e}")
+        return False