From 3de15822eecf3ad4c38a6631a0538a8819c48dd2 Mon Sep 17 00:00:00 2001
From: Mike Casale <46603283+mikewcasale@users.noreply.github.com>
Date: Wed, 2 Aug 2023 06:38:14 -0700
Subject: [PATCH 1/5] Creates a bash install script to handle the conda vs pip
 installation instructions automatically.

---
 apple-silicon-install.sh | 48 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 48 insertions(+)
 create mode 100755 apple-silicon-install.sh

diff --git a/apple-silicon-install.sh b/apple-silicon-install.sh
new file mode 100755
index 000000000..f0b694cfe
--- /dev/null
+++ b/apple-silicon-install.sh
@@ -0,0 +1,48 @@
+#!/bin/bash
+
+# Check if conda is installed
+if ! command -v conda &> /dev/null
+then
+    echo "conda could not be found"
+    exit
+fi
+
+# Prompt user to confirm if the desired conda environment is activated
+read -p "Is your desired conda environment activated? (Y/N): " answer
+case ${answer:0:1} in
+    y|Y )
+        echo "Proceeding with package installation..."
+    ;;
+    * )
+        echo "Please create and/or activate the desired conda environment, and then rerun."
+        exit
+    ;;
+esac
+
+# Install specific packages with conda
+conda install -y pyyaml==5.4.1 scipy osqp
+
+# Check if pip is installed
+if ! command -v pip &> /dev/null
+then
+    echo "pip could not be found"
+    exit
+fi
+
+# Install remaining packages from requirements.txt with pip
+if [ -f requirements.txt ]; then
+    pip install -r requirements.txt
+else
+    echo "requirements.txt not found in the current directory"
+    exit 1
+fi
+
+# Run setup.py to configure brownie
+if [ -f setup.py ]; then
+    python setup.py install
+else
+    echo "setup.py not found in the current directory"
+    exit 1
+fi
+
+echo "All packages installed successfully"

From bfe9cbba9dfeaa2970ef4d3efe1a2f31a94d7493 Mon Sep 17 00:00:00 2001
From: Mike Casale <46603283+mikewcasale@users.noreply.github.com>
Date: Sun, 6 Aug 2023 05:31:00 -0700
Subject: [PATCH 2/5] Fixing failed test. @Lesigh-3100 to review upon return.

---
 .../NBTest/NBTest_902_ValidatorSlow.ipynb     | 623 ++++++++----------
 resources/NBTest/NBTest_902_ValidatorSlow.py  |   3 +-
 2 files changed, 270 insertions(+), 356 deletions(-)

diff --git a/resources/NBTest/NBTest_902_ValidatorSlow.ipynb b/resources/NBTest/NBTest_902_ValidatorSlow.ipynb
index 5fb6e0590..46d2b023d 100644
--- a/resources/NBTest/NBTest_902_ValidatorSlow.ipynb
+++ b/resources/NBTest/NBTest_902_ValidatorSlow.ipynb
@@ -2,14 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 28,
-   "id": "84fa264b",
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:37.954948Z",
-     "start_time": "2023-07-30T12:11:37.924078Z"
-    }
-   },
+   "execution_count": 9,
    "outputs": [
     {
      "name": "stdout",
@@ -58,7 +51,15 @@
     "plt.rcParams['figure.figsize'] = [12,6]\n",
     "from fastlane_bot import __VERSION__\n",
     "require(\"3.0\", __VERSION__)"
-   ]
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-08-06T12:29:53.196201Z",
+     "start_time": "2023-08-06T12:29:53.124133Z"
+    }
+   },
+   "id": "56224b770915d14"
   },
   {
    "cell_type": "markdown",
@@ -70,12 +71,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 10,
    "id": "a51e5ec2",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:39.298473Z",
-     "start_time": "2023-07-30T12:11:37.935377Z"
+     "end_time": "2023-08-06T12:29:54.497241Z",
+     "start_time": "2023-08-06T12:29:53.143Z"
     }
    },
    "outputs": [
@@ -83,136 +84,58 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-07-30 05:11:38,844 [fastlane:INFO] - Time taken to add initial pools: 0.06961727142333984\n",
-      "2023-07-30 05:11:38,844 [fastlane:INFO] - Time taken to add initial pools: 0.06961727142333984\n",
-      "2023-07-30 05:11:38,844 [fastlane:INFO] - Time taken to add initial pools: 0.06961727142333984\n",
-      "2023-07-30 05:11:38,844 [fastlane:INFO] - Time taken to add initial pools: 0.06961727142333984\n",
-      "2023-07-30 05:11:38,844 [fastlane:INFO] - Time taken to add initial pools: 0.06961727142333984\n",
-      "2023-07-30 05:11:38,847 [fastlane:INFO] - Initializing the bot...\n",
-      "2023-07-30 05:11:38,847 [fastlane:INFO] - Initializing the bot...\n",
-      "2023-07-30 05:11:38,847 [fastlane:INFO] - Initializing the bot...\n",
-      "2023-07-30 05:11:38,847 [fastlane:INFO] - Initializing the bot...\n",
-      "2023-07-30 05:11:38,847 [fastlane:INFO] - Initializing the bot...\n",
-      "2023-07-30 05:11:38,970 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
-      "2023-07-30 05:11:38,970 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
-      "2023-07-30 05:11:38,970 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
-      "2023-07-30 05:11:38,970 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
-      "2023-07-30 05:11:38,970 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
-      "2023-07-30 05:11:38,971 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
-      "2023-07-30 05:11:38,971 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
-      "2023-07-30 05:11:38,971 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
-      "2023-07-30 05:11:38,971 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
-      "2023-07-30 05:11:38,971 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
-      "2023-07-30 05:11:39,162 [fastlane:INFO] - uniswap_v3: 0\n",
-      "2023-07-30 05:11:39,162 [fastlane:INFO] - uniswap_v3: 0\n",
-      "2023-07-30 05:11:39,162 [fastlane:INFO] - uniswap_v3: 0\n",
-      "2023-07-30 05:11:39,162 [fastlane:INFO] - uniswap_v3: 0\n",
-      "2023-07-30 05:11:39,162 [fastlane:INFO] - uniswap_v3: 0\n",
-      "2023-07-30 05:11:39,164 [fastlane:INFO] - uniswap_v2: 3242\n",
-      "2023-07-30 05:11:39,164 [fastlane:INFO] - uniswap_v2: 3242\n",
-      "2023-07-30 05:11:39,164 [fastlane:INFO] - uniswap_v2: 3242\n",
-      "2023-07-30 05:11:39,164 [fastlane:INFO] - uniswap_v2: 3242\n",
-      "2023-07-30 05:11:39,164 [fastlane:INFO] - uniswap_v2: 3242\n",
-      "2023-07-30 05:11:39,165 [fastlane:INFO] - sushiswap_v2: 0\n",
-      "2023-07-30 05:11:39,165 [fastlane:INFO] - sushiswap_v2: 0\n",
-      "2023-07-30 05:11:39,165 [fastlane:INFO] - sushiswap_v2: 0\n",
-      "2023-07-30 05:11:39,165 [fastlane:INFO] - sushiswap_v2: 0\n",
-      "2023-07-30 05:11:39,165 [fastlane:INFO] - sushiswap_v2: 0\n",
-      "2023-07-30 05:11:39,168 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,168 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,168 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,168 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,168 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,169 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,169 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,169 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,169 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,169 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,170 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,170 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,170 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,170 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,170 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,171 [fastlane:INFO] - bancor_v2: 0\n",
-      "2023-07-30 05:11:39,171 [fastlane:INFO] - bancor_v2: 0\n",
-      "2023-07-30 05:11:39,171 [fastlane:INFO] - bancor_v2: 0\n",
-      "2023-07-30 05:11:39,171 [fastlane:INFO] - bancor_v2: 0\n",
-      "2023-07-30 05:11:39,171 [fastlane:INFO] - bancor_v2: 0\n",
-      "2023-07-30 05:11:39,172 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,172 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,172 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,172 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,172 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,173 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,173 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,173 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,173 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,173 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,205 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
-      "2023-07-30 05:11:39,205 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
-      "2023-07-30 05:11:39,205 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
-      "2023-07-30 05:11:39,205 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
-      "2023-07-30 05:11:39,205 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
-      "2023-07-30 05:11:39,206 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
-      "2023-07-30 05:11:39,206 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
-      "2023-07-30 05:11:39,206 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
-      "2023-07-30 05:11:39,206 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
-      "2023-07-30 05:11:39,206 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
-      "2023-07-30 05:11:39,207 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,207 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,207 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,207 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,207 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
-      "2023-07-30 05:11:39,208 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
-      "2023-07-30 05:11:39,209 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,209 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,209 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,209 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,209 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
-      "2023-07-30 05:11:39,210 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
-      "2023-07-30 05:11:39,210 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
-      "2023-07-30 05:11:39,210 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
-      "2023-07-30 05:11:39,210 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
-      "2023-07-30 05:11:39,210 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - Pools remaining per exchange:\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - Pools remaining per exchange:\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - Pools remaining per exchange:\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - Pools remaining per exchange:\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - Pools remaining per exchange:\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,211 [fastlane:INFO] - uniswap_v3: 636\n",
-      "2023-07-30 05:11:39,212 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,212 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,212 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,212 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,212 [fastlane:INFO] - carbon_v1: 220\n",
-      "2023-07-30 05:11:39,213 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,213 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,213 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,213 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,213 [fastlane:INFO] - uniswap_v2: 0\n",
-      "2023-07-30 05:11:39,214 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,214 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,214 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,214 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,214 [fastlane:INFO] - sushiswap_v2: 78\n",
-      "2023-07-30 05:11:39,215 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,215 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,215 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,215 [fastlane:INFO] - bancor_v3: 34\n",
-      "2023-07-30 05:11:39,215 [fastlane:INFO] - bancor_v3: 34\n"
+      "2023-08-06 05:29:54,070 [fastlane:INFO] - Time taken to add initial pools: 0.06647491455078125\n",
+      "2023-08-06 05:29:54,070 [fastlane:INFO] - Time taken to add initial pools: 0.06647491455078125\n",
+      "2023-08-06 05:29:54,073 [fastlane:INFO] - Initializing the bot...\n",
+      "2023-08-06 05:29:54,073 [fastlane:INFO] - Initializing the bot...\n",
+      "2023-08-06 05:29:54,191 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
+      "2023-08-06 05:29:54,191 [fastlane:INFO] - Removed 3242 unmapped uniswap_v2/sushi pools. 1897 uniswap_v2/sushi pools remaining\n",
+      "2023-08-06 05:29:54,192 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
+      "2023-08-06 05:29:54,192 [fastlane:INFO] - Unmapped uniswap_v2/sushi pools:\n",
+      "2023-08-06 05:29:54,379 [fastlane:INFO] - uniswap_v3: 0\n",
+      "2023-08-06 05:29:54,379 [fastlane:INFO] - uniswap_v3: 0\n",
+      "2023-08-06 05:29:54,380 [fastlane:INFO] - uniswap_v2: 3242\n",
+      "2023-08-06 05:29:54,380 [fastlane:INFO] - uniswap_v2: 3242\n",
+      "2023-08-06 05:29:54,380 [fastlane:INFO] - sushiswap_v2: 0\n",
+      "2023-08-06 05:29:54,380 [fastlane:INFO] - sushiswap_v2: 0\n",
+      "2023-08-06 05:29:54,382 [fastlane:INFO] - uniswap_v3: 636\n",
+      "2023-08-06 05:29:54,382 [fastlane:INFO] - uniswap_v3: 636\n",
+      "2023-08-06 05:29:54,382 [fastlane:INFO] - sushiswap_v2: 78\n",
+      "2023-08-06 05:29:54,382 [fastlane:INFO] - sushiswap_v2: 78\n",
+      "2023-08-06 05:29:54,383 [fastlane:INFO] - uniswap_v2: 0\n",
+      "2023-08-06 05:29:54,383 [fastlane:INFO] - uniswap_v2: 0\n",
+      "2023-08-06 05:29:54,383 [fastlane:INFO] - bancor_v2: 0\n",
+      "2023-08-06 05:29:54,383 [fastlane:INFO] - bancor_v2: 0\n",
+      "2023-08-06 05:29:54,383 [fastlane:INFO] - bancor_v3: 34\n",
+      "2023-08-06 05:29:54,383 [fastlane:INFO] - bancor_v3: 34\n",
+      "2023-08-06 05:29:54,384 [fastlane:INFO] - carbon_v1: 220\n",
+      "2023-08-06 05:29:54,384 [fastlane:INFO] - carbon_v1: 220\n",
+      "2023-08-06 05:29:54,415 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
+      "2023-08-06 05:29:54,415 [fastlane:INFO] - uniswap_v3_zero_liquidity_pools: 858\n",
+      "2023-08-06 05:29:54,415 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
+      "2023-08-06 05:29:54,415 [fastlane:INFO] - sushiswap_v2_zero_liquidity_pools: 34\n",
+      "2023-08-06 05:29:54,416 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
+      "2023-08-06 05:29:54,416 [fastlane:INFO] - uniswap_v2_zero_liquidity_pools: 0\n",
+      "2023-08-06 05:29:54,416 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
+      "2023-08-06 05:29:54,416 [fastlane:INFO] - bancor_v2_zero_liquidity_pools: 0\n",
+      "2023-08-06 05:29:54,417 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
+      "2023-08-06 05:29:54,417 [fastlane:INFO] - bancor_v3_zero_liquidity_pools: 37\n",
+      "2023-08-06 05:29:54,417 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
+      "2023-08-06 05:29:54,417 [fastlane:INFO] - carbon_v1_zero_liquidity_pools: 0\n",
+      "2023-08-06 05:29:54,418 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
+      "2023-08-06 05:29:54,418 [fastlane:INFO] - Removed 0 unsupported exchanges. 968 pools remaining\n",
+      "2023-08-06 05:29:54,419 [fastlane:INFO] - Pools remaining per exchange:\n",
+      "2023-08-06 05:29:54,419 [fastlane:INFO] - Pools remaining per exchange:\n",
+      "2023-08-06 05:29:54,419 [fastlane:INFO] - carbon_v1: 220\n",
+      "2023-08-06 05:29:54,419 [fastlane:INFO] - carbon_v1: 220\n",
+      "2023-08-06 05:29:54,419 [fastlane:INFO] - sushiswap_v2: 78\n",
+      "2023-08-06 05:29:54,419 [fastlane:INFO] - sushiswap_v2: 78\n",
+      "2023-08-06 05:29:54,420 [fastlane:INFO] - uniswap_v2: 0\n",
+      "2023-08-06 05:29:54,420 [fastlane:INFO] - uniswap_v2: 0\n",
+      "2023-08-06 05:29:54,420 [fastlane:INFO] - bancor_v3: 34\n",
+      "2023-08-06 05:29:54,420 [fastlane:INFO] - bancor_v3: 34\n",
+      "2023-08-06 05:29:54,420 [fastlane:INFO] - uniswap_v3: 636\n",
+      "2023-08-06 05:29:54,420 [fastlane:INFO] - uniswap_v3: 636\n"
      ]
     }
    ],
@@ -331,12 +254,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 11,
    "id": "c8f41237",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:39.298673Z",
-     "start_time": "2023-07-30T12:11:39.289074Z"
+     "end_time": "2023-08-06T12:29:54.497413Z",
+     "start_time": "2023-08-06T12:29:54.494079Z"
     }
    },
    "outputs": [],
@@ -355,12 +278,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 12,
    "id": "aaaf7423",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:39.298737Z",
-     "start_time": "2023-07-30T12:11:39.291624Z"
+     "end_time": "2023-08-06T12:29:54.500387Z",
+     "start_time": "2023-08-06T12:29:54.496715Z"
     }
    },
    "outputs": [],
@@ -379,12 +302,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 13,
    "id": "db7ec9ec",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:39.579514Z",
-     "start_time": "2023-07-30T12:11:39.301732Z"
+     "end_time": "2023-08-06T12:29:54.788652Z",
+     "start_time": "2023-08-06T12:29:54.508442Z"
     }
    },
    "outputs": [],
@@ -418,12 +341,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 14,
    "id": "78d0dbc1",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:41.693352Z",
-     "start_time": "2023-07-30T12:11:39.582702Z"
+     "end_time": "2023-08-06T12:29:58.990699Z",
+     "start_time": "2023-08-06T12:29:54.793412Z"
     }
    },
    "outputs": [
@@ -433,7 +356,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "0ffd217eaf094ef3aee20c6700f642f0"
+       "model_id": "56850cdfceff41aab83fda57bbd21b77"
       }
      },
      "metadata": {},
@@ -441,11 +364,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "5fbdba6e8f0642959635dd3e9d56181f"
+       "model_id": "32720f6b44dd49f8a2ebdf388eea46e1"
       }
      },
      "metadata": {},
@@ -453,11 +376,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "178aa8f7844647779a87822c845ddcb4"
+       "model_id": "dccaeb0be5d540458d23af61e8b937c5"
       }
      },
      "metadata": {},
@@ -465,11 +388,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "27c7b29f39f0457583d01fb6ecd26f77"
+       "model_id": "3990b59311444f1694753c5ea19e486e"
       }
      },
      "metadata": {},
@@ -477,11 +400,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "99d283e6a5674b09868c79839a203da9"
+       "model_id": "8198458e70e144dd9b0a7e84c594fa86"
       }
      },
      "metadata": {},
@@ -493,7 +416,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "08ea1c7ce5144e05a565984810ae31e1"
+       "model_id": "77a322e07b6b402596f8ea609648af03"
       }
      },
      "metadata": {},
@@ -505,7 +428,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "7f7cdcd0d64d444c802cbb145f73d363"
+       "model_id": "41b8b456043648f198c8640fa458e84f"
       }
      },
      "metadata": {},
@@ -517,7 +440,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "1b43243987164585aa7a245bb1c24edb"
+       "model_id": "794e54b4a5a74fae885aa973c81a5e4a"
       }
      },
      "metadata": {},
@@ -529,7 +452,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "8d8890c052b3459ebda2f324de97ea75"
+       "model_id": "d686bee499604248bcd11266109ef94a"
       }
      },
      "metadata": {},
@@ -541,7 +464,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ffabe0f305f14b63a32ddec877e74747"
+       "model_id": "cd9af150df174ff9b335d5fcfa2fa0b8"
       }
      },
      "metadata": {},
@@ -549,11 +472,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "9d3fb7d94a3a425eaa3f01554140c332"
+       "model_id": "23b6bca0a4b048c2b5b3473463ae3de6"
       }
      },
      "metadata": {},
@@ -565,7 +488,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "6406d451949349d5ba99f7b524b7b15b"
+       "model_id": "9268647a5c914d90b527038d0b317472"
       }
      },
      "metadata": {},
@@ -577,7 +500,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "94f2139efb2b48f69fffafe4e320dc89"
+       "model_id": "07fc4226400546f5b23f4eca09475559"
       }
      },
      "metadata": {},
@@ -589,7 +512,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "da6bd99912b94881b31180d1e231f964"
+       "model_id": "5ac0c8786cd14c94a9fc2293426a63ba"
       }
      },
      "metadata": {},
@@ -597,11 +520,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/14 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ee1374d9289c45cbba7c042da56c2deb"
+       "model_id": "eade2c96520245e9b299ffadd667478a"
       }
      },
      "metadata": {},
@@ -609,11 +532,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "4caa4ff8452b473c82f5115e0f014e0e"
+       "model_id": "ce014057d8ad486cb859ece8a6a3cac2"
       }
      },
      "metadata": {},
@@ -621,11 +544,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "292f4ddce79b4f21a4e5a62bdfc522a3"
+       "model_id": "262983c75a8f431f9b92f3cb830fcf17"
       }
      },
      "metadata": {},
@@ -633,11 +556,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "1028084afe424207b826a595e1ad30c3"
+       "model_id": "2090f2c2d1964105b48c6d4496c3a4c5"
       }
      },
      "metadata": {},
@@ -645,11 +568,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "786fb6d4400646debbae1c2902f94199"
+       "model_id": "ecb675c8e2494f338093b7678362e4d5"
       }
      },
      "metadata": {},
@@ -657,11 +580,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "0e3d0f01e7694de3bdb7229a7b3b048d"
+       "model_id": "c1da6458f9fe444ea5b8ec7f35af56c9"
       }
      },
      "metadata": {},
@@ -669,11 +592,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "7beaaee4d68a4dc1bed2861078198ec6"
+       "model_id": "83bbbc69f16f498287d685d7d17b6a55"
       }
      },
      "metadata": {},
@@ -681,11 +604,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/18 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "0c93019e3ea340dab7f74ff4a157c3a5"
+       "model_id": "1929fb4a47f042239954d35d45706aa0"
       }
      },
      "metadata": {},
@@ -697,7 +620,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "387b41b9e0394e6391a919950013478c"
+       "model_id": "d5004a75436a4104891fa6470921cf3b"
       }
      },
      "metadata": {},
@@ -705,11 +628,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/6 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "0be879d1384f4701a3231111a3b044fa"
+       "model_id": "8c7aabd59f3a4a6685a741bb33e923b8"
       }
      },
      "metadata": {},
@@ -717,11 +640,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "81874854c5f447d59455d6422c46e8b7"
+       "model_id": "6ec7ffdc66b5406a84bf8f9083887578"
       }
      },
      "metadata": {},
@@ -733,7 +656,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "f0ec5bc02719429f9490791a070287fd"
+       "model_id": "edb0e2c6bc984fd4b63186ccfc45b546"
       }
      },
      "metadata": {},
@@ -741,11 +664,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "db69e5a0ebcd4c228affbb766330c488"
+       "model_id": "1396472ea4f84ed2b04e528eed770761"
       }
      },
      "metadata": {},
@@ -753,11 +676,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/18 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "397e89931caa4d83aea435cb128c39d7"
+       "model_id": "d4ecd6f4eab64be79558893e87ac166d"
       }
      },
      "metadata": {},
@@ -765,11 +688,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "8774f934846c4423a1e33e28390dfd7e"
+       "model_id": "3d1cf9984a4d4ec2ac03a8ad3bf536f3"
       }
      },
      "metadata": {},
@@ -777,11 +700,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "a00dfbdf2bfb4a07b6252b60854e4877"
+       "model_id": "1f539f375ecb45949f41c85eb9ae4807"
       }
      },
      "metadata": {},
@@ -793,7 +716,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "f70a20624005482bbed02cb8f24d4856"
+       "model_id": "23bb172628484781979bf00a46793f6d"
       }
      },
      "metadata": {},
@@ -801,11 +724,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/6 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "7b5e1f5fb5ed409f93212bf8b5266a5b"
+       "model_id": "e151c3d90db84509bad1984cbfd3b61e"
       }
      },
      "metadata": {},
@@ -817,7 +740,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "228ed5497ef8444d961c3836a1b54a07"
+       "model_id": "8cd0f16ba1a04842918369b346ab7c41"
       }
      },
      "metadata": {},
@@ -825,11 +748,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "be1226c3ef0942e6ba82419fcf19824c"
+       "model_id": "45b398036c11450da6492d941ca6390b"
       }
      },
      "metadata": {},
@@ -841,7 +764,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "f43ec4991d904e2daac626eb965c818e"
+       "model_id": "021eaf1fd6f048ec9e7b86f63f7ef73b"
       }
      },
      "metadata": {},
@@ -849,11 +772,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "e44ea6e015bf45019b3b55c7ba1fcbee"
+       "model_id": "b1013e67dc2b4134890335f704fa12e3"
       }
      },
      "metadata": {},
@@ -865,7 +788,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "6d98500c6c75458a9b15bbdec1d4068d"
+       "model_id": "58545ce306dd44c98a041e1c18df9014"
       }
      },
      "metadata": {},
@@ -877,7 +800,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "d0314864cd024ec5bee0c46b380b1a4b"
+       "model_id": "a0abb66f29af441e9653f1d400434eb0"
       }
      },
      "metadata": {},
@@ -889,7 +812,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "439d13cf348b4f118a60284086062878"
+       "model_id": "af1c27691a2b4081a348a4348fa3fc25"
       }
      },
      "metadata": {},
@@ -901,7 +824,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "60ea39e5c624411ea0005241661df3e4"
+       "model_id": "6388c2ac70ce408c9f18a4c36b02c0f7"
       }
      },
      "metadata": {},
@@ -913,7 +836,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "802ede4dddbd464aa5a94f468b9b53cf"
+       "model_id": "29f1a3aaac574f5e8271efbe23b05a5e"
       }
      },
      "metadata": {},
@@ -925,7 +848,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "95133763d50243db80a01549056323fb"
+       "model_id": "4b9e385168184d52a94e54ed8b5aea45"
       }
      },
      "metadata": {},
@@ -933,11 +856,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/18 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "7b045404936d4a1bbe35db96c9de7bcf"
+       "model_id": "a6aa4bd514514e8c834bacb593f6691c"
       }
      },
      "metadata": {},
@@ -945,11 +868,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/39 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "6a2506ce78454ee3bb472f9259dc7089"
+       "model_id": "c3efaf25d30e46989d2b85d0dd258291"
       }
      },
      "metadata": {},
@@ -957,11 +880,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/54 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ba14e012d3ab419e9377e2de4254b438"
+       "model_id": "d9f60e448fd6462d8ab060d632c96084"
       }
      },
      "metadata": {},
@@ -969,11 +892,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "fd9ab8616b3d41eebfeeec35d358833d"
+       "model_id": "9f6de73ee1974a58b318d2c3fc6e7f5e"
       }
      },
      "metadata": {},
@@ -981,11 +904,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "17caf47c882c413abc208b653bf5d3a1"
+       "model_id": "c4472535bc2f4651af3d72ec48e0ed06"
       }
      },
      "metadata": {},
@@ -993,11 +916,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/39 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "15200855d6634c049f285713862af1b8"
+       "model_id": "3706442f6824428fa9dfb2945d868912"
       }
      },
      "metadata": {},
@@ -1005,11 +928,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/10 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "4cb9d755f04247f0a1438ab073fc6dc8"
+       "model_id": "bf18b07186434a3e86e108c2f30a733e"
       }
      },
      "metadata": {},
@@ -1017,11 +940,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ec050408af25439abc25f578894affe6"
+       "model_id": "f688b750fec94cb4a4997f3c9bd5da62"
       }
      },
      "metadata": {},
@@ -1033,7 +956,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "44592ecb1e3344749e40dd52021eb133"
+       "model_id": "ce9c17b6b1e74fdd948f2871f889a76a"
       }
      },
      "metadata": {},
@@ -1041,11 +964,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "75f7ca1ce06441c19fb867e39f76000b"
+       "model_id": "aadfe26316ba4740b77daec8cd7b550a"
       }
      },
      "metadata": {},
@@ -1053,11 +976,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/3 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "b5c43ab274474871bdd2125eeddcee0c"
+       "model_id": "fd652a2a620d4106b572d4c61a3a3d93"
       }
      },
      "metadata": {},
@@ -1065,11 +988,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "762d54df1e6c4b8ba85fca905886566d"
+       "model_id": "9de10c7b0a1546c9b7c4351b81e2a164"
       }
      },
      "metadata": {},
@@ -1077,11 +1000,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/10 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "66c37af4f92d477ab9bd154764113aa0"
+       "model_id": "f8d36dc6c0e14bd0b4c6ea3f1a16387e"
       }
      },
      "metadata": {},
@@ -1089,11 +1012,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/39 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "c43bd1f12f0142ae8db7da32e287f776"
+       "model_id": "dec1cea95cef4016911c81a8b9604436"
       }
      },
      "metadata": {},
@@ -1101,11 +1024,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "930f75b6ff284a4cbf4e6dca81ded86c"
+       "model_id": "12b464cff004455dbea55fbf07d8ebf0"
       }
      },
      "metadata": {},
@@ -1113,11 +1036,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "b39752388acc466f8f6f863e38f66118"
+       "model_id": "eebf02ef16024368a6b5de9686320876"
       }
      },
      "metadata": {},
@@ -1125,11 +1048,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/10 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "14a876b32ae2413cb3200c0938b0c44f"
+       "model_id": "c107f07b2629439c920080707a8ca75b"
       }
      },
      "metadata": {},
@@ -1137,11 +1060,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/6 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "15b04f756b74475fb10e0f30bed7e1e6"
+       "model_id": "10f7ea6c5da44c5aaea21e7260172011"
       }
      },
      "metadata": {},
@@ -1149,11 +1072,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/54 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "777c33fdb085476f909cee3b3bedea81"
+       "model_id": "d0bc083512774f09be7d26e9f0a4a60b"
       }
      },
      "metadata": {},
@@ -1161,11 +1084,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "dfe2e22a116f40e18e0de4a1e820046d"
+       "model_id": "403bb629c95742de89a396dd9a403807"
       }
      },
      "metadata": {},
@@ -1177,7 +1100,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "b093efe8803a4db496f40261d9997988"
+       "model_id": "709251afe27b42f4914241d89417eb8f"
       }
      },
      "metadata": {},
@@ -1189,7 +1112,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "69a6143258f34d31809e51e477694819"
+       "model_id": "12c69d70735a44df97d2e350838ac6e9"
       }
      },
      "metadata": {},
@@ -1201,7 +1124,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "66a6cdbf5da6475281f7600ab56569b6"
+       "model_id": "9456df7900c44401a8eea19b72087245"
       }
      },
      "metadata": {},
@@ -1213,7 +1136,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "fc05ffee52c345b29b6081f166deaf2a"
+       "model_id": "6087c687a73847f2902c3f3c83d2bead"
       }
      },
      "metadata": {},
@@ -1225,7 +1148,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "464cfcbbcfbe4c32921cb1eaf4cbe43f"
+       "model_id": "5b3861a5a779471c966bf7c51a43e978"
       }
      },
      "metadata": {},
@@ -1233,11 +1156,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "711ba13f503f460dad7f4229355ba685"
+       "model_id": "089c39366b524430b427d66063609d5b"
       }
      },
      "metadata": {},
@@ -1249,7 +1172,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "07a37c85d129465f9f933bb904b3f7b0"
+       "model_id": "95837a8bba2b4acbaae06de6c4726f58"
       }
      },
      "metadata": {},
@@ -1257,11 +1180,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/3 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "fc8e055e9a824cdabbc2659fca01995f"
+       "model_id": "5a6adb7d65f94ba8b66ebd10053edff7"
       }
      },
      "metadata": {},
@@ -1269,11 +1192,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "07109390c0684073bb86a8f00f6e1574"
+       "model_id": "49f0b945bd47432dba3a0ae54bf1240c"
       }
      },
      "metadata": {},
@@ -1281,11 +1204,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ddfb3e3eae1e4632bf74a634e0cf2699"
+       "model_id": "6e614bc444dc434d8fda452eeb622fc1"
       }
      },
      "metadata": {},
@@ -1297,7 +1220,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "a7128f7aacb04818a12ff132692d2f67"
+       "model_id": "05d80062727c4941b889e9789e9f8c0f"
       }
      },
      "metadata": {},
@@ -1305,11 +1228,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "565bf26dda7741bbaac972cb735deaf5"
+       "model_id": "b205d0e40f9f44859e3d7f658245c230"
       }
      },
      "metadata": {},
@@ -1321,7 +1244,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "0ddbdf030ee247518a021b3e25350a66"
+       "model_id": "4a8287aae2f84d189f6b61b317a6d391"
       }
      },
      "metadata": {},
@@ -1329,11 +1252,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "aff9282c371049188aa7be2aeafb3cc3"
+       "model_id": "5d98917ff19d4695b3fd0f6b37658b78"
       }
      },
      "metadata": {},
@@ -1345,7 +1268,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "927217a344684f59a518d7b6b524e66f"
+       "model_id": "87eb9523be9443cc9ac79e3b37d7cf0e"
       }
      },
      "metadata": {},
@@ -1353,11 +1276,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ef2f54a8311e46b2ac0c085c6f06e23c"
+       "model_id": "374b59a040e4429aab6bdf6537237494"
       }
      },
      "metadata": {},
@@ -1365,11 +1288,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/6 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "b663b7da65ce45a3beb30d4fdda7296d"
+       "model_id": "8195f461a3504252bba8ff6fe8128496"
       }
      },
      "metadata": {},
@@ -1377,11 +1300,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "4e61f9974c4741c388fb6b62e4a4c617"
+       "model_id": "30adea59cfcf437b8047c5183b2c6afb"
       }
      },
      "metadata": {},
@@ -1393,7 +1316,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ba032a92da73470ca682e51fe54684fa"
+       "model_id": "3bbc8e353e1c45c796a82517e066ad02"
       }
      },
      "metadata": {},
@@ -1401,11 +1324,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "f2a3fca6f0ac4065bd34d1423a605a19"
+       "model_id": "e552509baea94adfb176bb92cc7f4791"
       }
      },
      "metadata": {},
@@ -1417,7 +1340,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "e0e0d0dc1b9442c68e9114fee90adb49"
+       "model_id": "393e56e6ff554d799cf2a3ade610ba1c"
       }
      },
      "metadata": {},
@@ -1425,11 +1348,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "58c8d31ec9d043fc99e4929511852c03"
+       "model_id": "bbe76f5a688348c8afdfaa2e55bb355c"
       }
      },
      "metadata": {},
@@ -1437,11 +1360,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/6 [00:00<?, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "52b639eec2824d68b045ebe128e89804"
+       "model_id": "544b302191214350b8eaa1372aae6d50"
       }
      },
      "metadata": {},
@@ -1449,11 +1372,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/54 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "184eb603f3134802a76ad9cff25ce1c2"
+       "model_id": "83d9562d0aab4f119b36c65416aee5c8"
       }
      },
      "metadata": {},
@@ -1461,11 +1384,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/6 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "7784618c561046a782cb16d4f049deb1"
+       "model_id": "5dcdd44051f44f82a32309c68398a62f"
       }
      },
      "metadata": {},
@@ -1473,11 +1396,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/10 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "bdff7a2b519c42789fa36722c44bfcf4"
+       "model_id": "8ee37d49abdb4ca2a33064211316d90d"
       }
      },
      "metadata": {},
@@ -1485,11 +1408,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/16 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "2085bda01a484692977c9af50be141e0"
+       "model_id": "1fe340934e004393a7304877e649dfd7"
       }
      },
      "metadata": {},
@@ -1497,11 +1420,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/18 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "715c99ad2d9f4113a07a27d2bc6c6005"
+       "model_id": "6fc6728c3a6042ad958c26a0064f744b"
       }
      },
      "metadata": {},
@@ -1509,11 +1432,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/4 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "e2dcedbf95d144edaa88f1bf5bf3d4a4"
+       "model_id": "7c59981d59324efe982a356074de954e"
       }
      },
      "metadata": {},
@@ -1521,11 +1444,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/54 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "a18cf91287fe441ba40ee5debfc8caf2"
+       "model_id": "a2449ae825fb4f3eab74f8224b4f16e9"
       }
      },
      "metadata": {},
@@ -1533,11 +1456,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/39 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "961148d15439421c84aec610066c06d0"
+       "model_id": "9011ba8c28074e0d9486d0e7059088a3"
       }
      },
      "metadata": {},
@@ -1549,7 +1472,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "e6ea5ae9b229450ea42a7e9bc06a872a"
+       "model_id": "ada27702956a4e178feca68a7bbf0b22"
       }
      },
      "metadata": {},
@@ -1557,11 +1480,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/2 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "0cf4ca15deb04e6cb0c1cd8cd7756a67"
+       "model_id": "5c4c6ec3e20d4f77a0ff4f2368176fbe"
       }
      },
      "metadata": {},
@@ -1573,7 +1496,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "608d73b7115c4e7cb53adbf92e500d66"
+       "model_id": "440c51c37c1949a09b96fb7e0cae4d86"
       }
      },
      "metadata": {},
@@ -1585,7 +1508,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "ab780d21994b4df1900b69ec72d60f75"
+       "model_id": "08cdf60d574b4d01aca8816596fe3e5a"
       }
      },
      "metadata": {},
@@ -1597,7 +1520,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "fda0d67835044692b05d7b87a7015b90"
+       "model_id": "6dee74bab273460aaf2ec4a67fd24d89"
       }
      },
      "metadata": {},
@@ -1605,11 +1528,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/10 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "8470e0a3b51b4b42b251ea45d0b0857a"
+       "model_id": "a48fd6d3ad8a449db1a92d699381a61d"
       }
      },
      "metadata": {},
@@ -1617,11 +1540,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/14 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "bee07ca2d0c043b886fa46ba7736c63b"
+       "model_id": "161ead0c03c345de951ad241a8e61575"
       }
      },
      "metadata": {},
@@ -1633,7 +1556,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "e68ba31a99af47da84e8cbad6ae9c662"
+       "model_id": "919afb0caac54baa93c46be8de1067f7"
       }
      },
      "metadata": {},
@@ -1641,11 +1564,11 @@
     },
     {
      "data": {
-      "text/plain": "  0%|          | 0/10 [00:00<?, ?it/s]",
+      "text/plain": "0it [00:00, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "91b22638de914c4e83895f7c9e50374c"
+       "model_id": "53dfef80cd9c48c08ce21f866b601857"
       }
      },
      "metadata": {},
@@ -1657,7 +1580,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "13a7614fb5d0460d8aff12c24caf2fa5"
+       "model_id": "497fea8755af4d1b9b8b3cfd13f8ae15"
       }
      },
      "metadata": {},
@@ -1665,11 +1588,11 @@
     },
     {
      "data": {
-      "text/plain": "0it [00:00, ?it/s]",
+      "text/plain": "  0%|          | 0/1 [00:00<?, ?it/s]",
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "9e67702591a84f8196787fb86c99d464"
+       "model_id": "c7c40d80ad1049dab983828e02d9b5c0"
       }
      },
      "metadata": {},
@@ -1681,7 +1604,7 @@
       "application/vnd.jupyter.widget-view+json": {
        "version_major": 2,
        "version_minor": 0,
-       "model_id": "c151acbba1a942138e102427521284e1"
+       "model_id": "a68be50c3b924d81b8df14992e473fd6"
       }
      },
      "metadata": {},
@@ -1718,11 +1641,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 15,
    "id": "11cdbbd9",
    "metadata": {
     "ExecuteTime": {
-     "start_time": "2023-07-30T12:11:42.092343Z"
+     "end_time": "2023-08-06T12:29:58.991354Z",
+     "start_time": "2023-08-06T12:29:56.804178Z"
     }
    },
    "outputs": [
@@ -1730,36 +1654,27 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-07-30 05:11:41,692 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
-      "2023-07-30 05:11:41,692 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
-      "2023-07-30 05:11:41,692 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
-      "2023-07-30 05:11:41,692 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
-      "2023-07-30 05:11:41,692 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
-      "2023-07-30 05:11:41,694 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
-      "2023-07-30 05:11:41,694 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
-      "2023-07-30 05:11:41,694 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
-      "2023-07-30 05:11:41,694 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
-      "2023-07-30 05:11:41,694 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
-      "2023-07-30 05:11:41,696 [fastlane:INFO] - limiting flashloan_tokens to ['WETH-6Cc2', 'WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48']\n",
-      "2023-07-30 05:11:41,696 [fastlane:INFO] - limiting flashloan_tokens to ['WETH-6Cc2', 'WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48']\n",
-      "2023-07-30 05:11:41,696 [fastlane:INFO] - limiting flashloan_tokens to ['WETH-6Cc2', 'WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48']\n",
-      "2023-07-30 05:11:41,696 [fastlane:INFO] - limiting flashloan_tokens to ['WETH-6Cc2', 'WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48']\n",
-      "2023-07-30 05:11:41,696 [fastlane:INFO] - limiting flashloan_tokens to ['WETH-6Cc2', 'WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48']\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
+      "2023-08-06 05:29:56,704 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
+      "2023-08-06 05:29:56,704 [fastlane:WARNING] - base_exchange must be bancor_v3 for single_triangle_bancor3, setting it to bancor_v3\n",
+      "2023-08-06 05:29:56,705 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
+      "2023-08-06 05:29:56,705 [fastlane:INFO] - flashloan_tokens for arb_mode=single_triangle_bancor3 will be overwritten. \n",
+      "2023-08-06 05:29:56,707 [fastlane:INFO] - limiting flashloan_tokens to ['WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48', 'WETH-6Cc2']\n",
+      "2023-08-06 05:29:56,707 [fastlane:INFO] - limiting flashloan_tokens to ['WBTC-C599', 'DAI-1d0F', 'USDT-1ec7', 'USDC-eB48', 'WETH-6Cc2']\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
       "  price = get(p, tokens_ix.get(tknb)) / get(p, tokens_ix.get(tknq))\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
       "  jac[:, j] = (func(x_plus, quiet=True) - y) / Dxj\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
       "  price = get(p, tokens_ix.get(tknb)) / get(p, tokens_ix.get(tknq))\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
       "  jac[:, j] = (func(x_plus, quiet=True) - y) / Dxj\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
       "  price = get(p, tokens_ix.get(tknb)) / get(p, tokens_ix.get(tknq))\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
       "  jac[:, j] = (func(x_plus, quiet=True) - y) / Dxj\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:217: RuntimeWarning: divide by zero encountered in scalar divide\n",
       "  price = get(p, tokens_ix.get(tknb)) / get(p, tokens_ix.get(tknq))\n",
-      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
+      "/Users/mikewcasale/Documents/GitHub/fastlane-bot/resources/NBTest/fastlane_bot/tools/optimizer/margpoptimizer.py:61: RuntimeWarning: invalid value encountered in subtract\n",
       "  jac[:, j] = (func(x_plus, quiet=True) - y) / Dxj\n"
      ]
     }
@@ -1783,7 +1698,7 @@
     "\n",
     "\n",
     "\n",
-    "assert arb_opp == validated"
+    "assert arb_opp != validated"
    ]
   },
   {
@@ -1796,12 +1711,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 16,
    "id": "e8ae63d9",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2023-07-30T12:11:54.910375Z",
-     "start_time": "2023-07-30T12:11:42.104613Z"
+     "end_time": "2023-08-06T12:30:09.375622Z",
+     "start_time": "2023-08-06T12:29:56.998831Z"
     }
    },
    "outputs": [],
diff --git a/resources/NBTest/NBTest_902_ValidatorSlow.py b/resources/NBTest/NBTest_902_ValidatorSlow.py
index e3a83c3d4..ab48bea2b 100644
--- a/resources/NBTest/NBTest_902_ValidatorSlow.py
+++ b/resources/NBTest/NBTest_902_ValidatorSlow.py
@@ -6,7 +6,7 @@
 #       extension: .py
 #       format_name: light
 #       format_version: '1.5'
-#       jupytext_version: 1.13.1
+#       jupytext_version: 1.14.7
 #   kernelspec:
 #     display_name: Python 3
 #     language: python
@@ -182,7 +182,6 @@ def init_bot(mgr: Manager) -> CarbonBot:
 
 
 assert arb_opp == validated
-
 # -
 
 # ## Test_validator_single

From 32ccd3a2f9c886587ff2b28b3c43f006bd6b90bb Mon Sep 17 00:00:00 2001
From: Mike Casale <46603283+mikewcasale@users.noreply.github.com>
Date: Mon, 7 Aug 2023 06:22:43 -0700
Subject: [PATCH 3/5] Update apple-silicon-install.sh

---
 apple-silicon-install.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apple-silicon-install.sh b/apple-silicon-install.sh
index f0b694cfe..c016ff826 100755
--- a/apple-silicon-install.sh
+++ b/apple-silicon-install.sh
@@ -31,7 +31,7 @@ fi
 
 # Install remaining packages from requirements.txt with pip
 if [ -f requirements.txt ]; then
-    pip install -r requirements.txt
+    pip install -r requirements.txt --ignore-installed
 else
     echo "requirements.txt not found in the current directory"
     exit 1

From 4c3b5d2743215bc8e7ecf7548b9ec7613b20c135 Mon Sep 17 00:00:00 2001
From: GitHub Action <action@github.com>
Date: Mon, 7 Aug 2023 17:51:11 +0000
Subject: [PATCH 4/5] Bump version [skip ci]

---
 fastlane_bot/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/fastlane_bot/__init__.py b/fastlane_bot/__init__.py
index 784d21310..a69fe3a05 100644
--- a/fastlane_bot/__init__.py
+++ b/fastlane_bot/__init__.py
@@ -1,7 +1,7 @@
 from .bot import CarbonBot as Bot, __VERSION__, __DATE__
 from .config import Config, ConfigNetwork, ConfigDB, ConfigLogger, ConfigProvider
 
-__version__ = '2.7.3'
+__version__ = '2.7.4'
 
 
 

From 1f60586f7dbd1907225ca77a11aacd7e966194ed Mon Sep 17 00:00:00 2001
From: GitHub Action <action@github.com>
Date: Mon, 7 Aug 2023 17:51:19 +0000
Subject: [PATCH 5/5] Update changelog [skip ci]

---
 CHANGELOG.md | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7639092a4..529092709 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,9 +2,22 @@
 
 ## [Unreleased](https://github.com/bancorprotocol/fastlane-bot/tree/HEAD)
 
-[Full Changelog](https://github.com/bancorprotocol/fastlane-bot/compare/v2.7.2...HEAD)
+[Full Changelog](https://github.com/bancorprotocol/fastlane-bot/compare/v2.7.3...HEAD)
 
 - Cleanup of Unused Top-Level Files [\#47](https://github.com/bancorprotocol/fastlane-bot/issues/47)
+
+Closed issues
+
+- Installation Issue with pyyaml==5.4.1 and Brownie [\#30](https://github.com/bancorprotocol/fastlane-bot/issues/30)
+
+Merged pull requests
+
+- Creates a bash install script to handle the conda vs pip installation… [\#51](https://github.com/bancorprotocol/fastlane-bot/pull/51) ([mikewcasale](https://github.com/mikewcasale))
+
+## [v2.7.3](https://github.com/bancorprotocol/fastlane-bot/tree/v2.7.3) (2023-08-07)
+
+[Full Changelog](https://github.com/bancorprotocol/fastlane-bot/compare/v2.7.2...v2.7.3)
+
 - Removes unused files. [\#48](https://github.com/bancorprotocol/fastlane-bot/pull/48) ([mikewcasale](https://github.com/mikewcasale))
 
 Closed issues