diff --git a/code/fixing/Pipfile.lock b/code/fixing/Pipfile.lock
index 2cd11d0..bbf3f7f 100644
--- a/code/fixing/Pipfile.lock
+++ b/code/fixing/Pipfile.lock
@@ -18,19 +18,19 @@
     "default": {
         "anyio": {
             "hashes": [
-                "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce",
-                "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"
+                "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780",
+                "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.7.0"
+            "version": "==3.7.1"
         },
         "argon2-cffi": {
             "hashes": [
-                "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80",
-                "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"
+                "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08",
+                "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==21.3.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.1.0"
         },
         "argon2-cffi-bindings": {
             "hashes": [
@@ -76,11 +76,11 @@
         },
         "async-lru": {
             "hashes": [
-                "sha256:3b87ec4f2460c52cc7916a0138cc606b584c75d1ef7d661853c95d1d3acb869a",
-                "sha256:d7c2b873e9af5c5a1f0a87a6c145e7e0b4eb92342b7235dda9dd5b10e950d6e2"
+                "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627",
+                "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.0.2"
+            "version": "==2.0.4"
         },
         "attrs": {
             "hashes": [
@@ -110,7 +110,7 @@
                 "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da",
                 "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"
             ],
-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
             "version": "==4.12.2"
         },
         "bleach": {
@@ -123,11 +123,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7",
-                "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"
+                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
+                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2023.5.7"
+            "index": "pypi",
+            "version": "==2023.7.22"
         },
         "cffi": {
             "hashes": [
@@ -200,178 +200,166 @@
         },
         "charset-normalizer": {
             "hashes": [
-                "sha256:04afa6387e2b282cf78ff3dbce20f0cc071c12dc8f685bd40960cc68644cfea6",
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-                "sha256:0be65ccf618c1e7ac9b849c315cc2e8a8751d9cfdaa43027d4f6624bd587ab7e",
-                "sha256:0c95f12b74681e9ae127728f7e5409cbbef9cd914d5896ef238cc779b8152373",
-                "sha256:0ca564606d2caafb0abe6d1b5311c2649e8071eb241b2d64e75a0d0065107e62",
-                "sha256:10c93628d7497c81686e8e5e557aafa78f230cd9e77dd0c40032ef90c18f2230",
-                "sha256:11d117e6c63e8f495412d37e7dc2e2fff09c34b2d09dbe2bee3c6229577818be",
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-            "markers": "python_full_version >= '3.7.0'",
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@@ -423,19 +411,19 @@
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@@ -446,18 +434,50 @@
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@@ -476,27 +496,27 @@
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@@ -515,11 +535,11 @@
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@@ -538,42 +558,53 @@
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@@ -585,11 +616,11 @@
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@@ -617,11 +648,11 @@
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@@ -699,59 +730,59 @@
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@@ -810,10 +841,11 @@
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@@ -827,32 +859,32 @@
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@@ -906,11 +938,11 @@
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@@ -1041,11 +1063,11 @@
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@@ -1056,19 +1078,19 @@
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@@ -1114,11 +1136,11 @@
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@@ -1129,44 +1151,11 @@
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@@ -1194,132 +1183,148 @@
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@@ -1682,20 +1790,20 @@
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@@ -1707,26 +1815,26 @@
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@@ -1751,11 +1859,11 @@
         },
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@@ -1835,11 +1943,11 @@
         },
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