diff --git a/.flake8 b/.flake8
new file mode 100644
index 000000000..a52bd806a
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,7 @@
+[flake8]
+# Whitespace before ':' (E203) is ignored for black
+# Module level import not at top of file (E402) is ignored because of the way we do relative imports
+extend-ignore = E203, E402
+# black will truncate to 88 characters usually, but long string literals it
+# might keep. That's fine in most cases unless it gets really excessive.
+max-line-length = 150
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..a470b2d92
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,5 @@
+[tool.isort]
+profile = 'black'
+
+[tool.black]
+include = '(src/test/regress/bin/diff-filter|\.pyi?|\.ipynb)$'
diff --git a/src/test/regress/Pipfile b/src/test/regress/Pipfile
index 1663704f3..240dee3df 100644
--- a/src/test/regress/Pipfile
+++ b/src/test/regress/Pipfile
@@ -10,6 +10,10 @@ docopt = "==0.6.2"
 cryptography = "==3.4.8"
 
 [dev-packages]
+black = "*"
+isort = "*"
+flake8 = "*"
+flake8-bugbear = "*"
 
 [requires]
 python_version = "3.9"
diff --git a/src/test/regress/Pipfile.lock b/src/test/regress/Pipfile.lock
index a336cd1c5..954c3610e 100644
--- a/src/test/regress/Pipfile.lock
+++ b/src/test/regress/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "09fefbec76b9344107dfed06002546b50adca38da844b604fe8581a7a14fd656"
+            "sha256": "635b4c111e3bca87373fcdf308febf0a816dde15b14f6bf078f2b456630e5ef1"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -122,7 +122,7 @@
                 "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3",
                 "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"
             ],
-            "index": "pypi",
+            "markers": "python_version >= '3.6'",
             "version": "==2022.12.7"
         },
         "cffi": {
@@ -315,49 +315,59 @@
         },
         "markupsafe": {
             "hashes": [
-                "sha256:0212a68688482dc52b2d45013df70d169f542b7394fc744c02a57374a4207003",
-                "sha256:089cf3dbf0cd6c100f02945abeb18484bd1ee57a079aefd52cffd17fba910b88",
-                "sha256:10c1bfff05d95783da83491be968e8fe789263689c02724e0c691933c52994f5",
-                "sha256:33b74d289bd2f5e527beadcaa3f401e0df0a89927c1559c8566c066fa4248ab7",
-                "sha256:3799351e2336dc91ea70b034983ee71cf2f9533cdff7c14c90ea126bfd95d65a",
-                "sha256:3ce11ee3f23f79dbd06fb3d63e2f6af7b12db1d46932fe7bd8afa259a5996603",
-                "sha256:421be9fbf0ffe9ffd7a378aafebbf6f4602d564d34be190fc19a193232fd12b1",
-                "sha256:43093fb83d8343aac0b1baa75516da6092f58f41200907ef92448ecab8825135",
-                "sha256:46d00d6cfecdde84d40e572d63735ef81423ad31184100411e6e3388d405e247",
-                "sha256:4a33dea2b688b3190ee12bd7cfa29d39c9ed176bda40bfa11099a3ce5d3a7ac6",
-                "sha256:4b9fe39a2ccc108a4accc2676e77da025ce383c108593d65cc909add5c3bd601",
-                "sha256:56442863ed2b06d19c37f94d999035e15ee982988920e12a5b4ba29b62ad1f77",
-                "sha256:671cd1187ed5e62818414afe79ed29da836dde67166a9fac6d435873c44fdd02",
-                "sha256:694deca8d702d5db21ec83983ce0bb4b26a578e71fbdbd4fdcd387daa90e4d5e",
-                "sha256:6a074d34ee7a5ce3effbc526b7083ec9731bb3cbf921bbe1d3005d4d2bdb3a63",
-                "sha256:6d0072fea50feec76a4c418096652f2c3238eaa014b2f94aeb1d56a66b41403f",
-                "sha256:6fbf47b5d3728c6aea2abb0589b5d30459e369baa772e0f37a0320185e87c980",
-                "sha256:7f91197cc9e48f989d12e4e6fbc46495c446636dfc81b9ccf50bb0ec74b91d4b",
-                "sha256:86b1f75c4e7c2ac2ccdaec2b9022845dbb81880ca318bb7a0a01fbf7813e3812",
-                "sha256:8dc1c72a69aa7e082593c4a203dcf94ddb74bb5c8a731e4e1eb68d031e8498ff",
-                "sha256:8e3dcf21f367459434c18e71b2a9532d96547aef8a871872a5bd69a715c15f96",
-                "sha256:8e576a51ad59e4bfaac456023a78f6b5e6e7651dcd383bcc3e18d06f9b55d6d1",
-                "sha256:96e37a3dc86e80bf81758c152fe66dbf60ed5eca3d26305edf01892257049925",
-                "sha256:97a68e6ada378df82bc9f16b800ab77cbf4b2fada0081794318520138c088e4a",
-                "sha256:99a2a507ed3ac881b975a2976d59f38c19386d128e7a9a18b7df6fff1fd4c1d6",
-                "sha256:a49907dd8420c5685cfa064a1335b6754b74541bbb3706c259c02ed65b644b3e",
-                "sha256:b09bf97215625a311f669476f44b8b318b075847b49316d3e28c08e41a7a573f",
-                "sha256:b7bd98b796e2b6553da7225aeb61f447f80a1ca64f41d83612e6139ca5213aa4",
-                "sha256:b87db4360013327109564f0e591bd2a3b318547bcef31b468a92ee504d07ae4f",
-                "sha256:bcb3ed405ed3222f9904899563d6fc492ff75cce56cba05e32eff40e6acbeaa3",
-                "sha256:d4306c36ca495956b6d568d276ac11fdd9c30a36f1b6eb928070dc5360b22e1c",
-                "sha256:d5ee4f386140395a2c818d149221149c54849dfcfcb9f1debfe07a8b8bd63f9a",
-                "sha256:dda30ba7e87fbbb7eab1ec9f58678558fd9a6b8b853530e176eabd064da81417",
-                "sha256:e04e26803c9c3851c931eac40c695602c6295b8d432cbe78609649ad9bd2da8a",
-                "sha256:e1c0b87e09fa55a220f058d1d49d3fb8df88fbfab58558f1198e08c1e1de842a",
-                "sha256:e72591e9ecd94d7feb70c1cbd7be7b3ebea3f548870aa91e2732960fa4d57a37",
-                "sha256:e8c843bbcda3a2f1e3c2ab25913c80a3c5376cd00c6e8c4a86a89a28c8dc5452",
-                "sha256:efc1913fd2ca4f334418481c7e595c00aad186563bbc1ec76067848c7ca0a933",
-                "sha256:f121a1420d4e173a5d96e47e9a0c0dcff965afdf1626d28de1460815f7c4ee7a",
-                "sha256:fc7b548b17d238737688817ab67deebb30e8073c95749d55538ed473130ec0c7"
+                "sha256:0576fe974b40a400449768941d5d0858cc624e3249dfd1e0c33674e5c7ca7aed",
+                "sha256:085fd3201e7b12809f9e6e9bc1e5c96a368c8523fad5afb02afe3c051ae4afcc",
+                "sha256:090376d812fb6ac5f171e5938e82e7f2d7adc2b629101cec0db8b267815c85e2",
+                "sha256:0b462104ba25f1ac006fdab8b6a01ebbfbce9ed37fd37fd4acd70c67c973e460",
+                "sha256:137678c63c977754abe9086a3ec011e8fd985ab90631145dfb9294ad09c102a7",
+                "sha256:1bea30e9bf331f3fef67e0a3877b2288593c98a21ccb2cf29b74c581a4eb3af0",
+                "sha256:22152d00bf4a9c7c83960521fc558f55a1adbc0631fbb00a9471e097b19d72e1",
+                "sha256:22731d79ed2eb25059ae3df1dfc9cb1546691cc41f4e3130fe6bfbc3ecbbecfa",
+                "sha256:2298c859cfc5463f1b64bd55cb3e602528db6fa0f3cfd568d3605c50678f8f03",
+                "sha256:28057e985dace2f478e042eaa15606c7efccb700797660629da387eb289b9323",
+                "sha256:2e7821bffe00aa6bd07a23913b7f4e01328c3d5cc0b40b36c0bd81d362faeb65",
+                "sha256:2ec4f2d48ae59bbb9d1f9d7efb9236ab81429a764dedca114f5fdabbc3788013",
+                "sha256:340bea174e9761308703ae988e982005aedf427de816d1afe98147668cc03036",
+                "sha256:40627dcf047dadb22cd25ea7ecfe9cbf3bbbad0482ee5920b582f3809c97654f",
+                "sha256:40dfd3fefbef579ee058f139733ac336312663c6706d1163b82b3003fb1925c4",
+                "sha256:4cf06cdc1dda95223e9d2d3c58d3b178aa5dacb35ee7e3bbac10e4e1faacb419",
+                "sha256:50c42830a633fa0cf9e7d27664637532791bfc31c731a87b202d2d8ac40c3ea2",
+                "sha256:55f44b440d491028addb3b88f72207d71eeebfb7b5dbf0643f7c023ae1fba619",
+                "sha256:608e7073dfa9e38a85d38474c082d4281f4ce276ac0010224eaba11e929dd53a",
+                "sha256:63ba06c9941e46fa389d389644e2d8225e0e3e5ebcc4ff1ea8506dce646f8c8a",
+                "sha256:65608c35bfb8a76763f37036547f7adfd09270fbdbf96608be2bead319728fcd",
+                "sha256:665a36ae6f8f20a4676b53224e33d456a6f5a72657d9c83c2aa00765072f31f7",
+                "sha256:6d6607f98fcf17e534162f0709aaad3ab7a96032723d8ac8750ffe17ae5a0666",
+                "sha256:7313ce6a199651c4ed9d7e4cfb4aa56fe923b1adf9af3b420ee14e6d9a73df65",
+                "sha256:7668b52e102d0ed87cb082380a7e2e1e78737ddecdde129acadb0eccc5423859",
+                "sha256:7df70907e00c970c60b9ef2938d894a9381f38e6b9db73c5be35e59d92e06625",
+                "sha256:7e007132af78ea9df29495dbf7b5824cb71648d7133cf7848a2a5dd00d36f9ff",
+                "sha256:835fb5e38fd89328e9c81067fd642b3593c33e1e17e2fdbf77f5676abb14a156",
+                "sha256:8bca7e26c1dd751236cfb0c6c72d4ad61d986e9a41bbf76cb445f69488b2a2bd",
+                "sha256:8db032bf0ce9022a8e41a22598eefc802314e81b879ae093f36ce9ddf39ab1ba",
+                "sha256:99625a92da8229df6d44335e6fcc558a5037dd0a760e11d84be2260e6f37002f",
+                "sha256:9cad97ab29dfc3f0249b483412c85c8ef4766d96cdf9dcf5a1e3caa3f3661cf1",
+                "sha256:a4abaec6ca3ad8660690236d11bfe28dfd707778e2442b45addd2f086d6ef094",
+                "sha256:a6e40afa7f45939ca356f348c8e23048e02cb109ced1eb8420961b2f40fb373a",
+                "sha256:a6f2fcca746e8d5910e18782f976489939d54a91f9411c32051b4aab2bd7c513",
+                "sha256:a806db027852538d2ad7555b203300173dd1b77ba116de92da9afbc3a3be3eed",
+                "sha256:abcabc8c2b26036d62d4c746381a6f7cf60aafcc653198ad678306986b09450d",
+                "sha256:b8526c6d437855442cdd3d87eede9c425c4445ea011ca38d937db299382e6fa3",
+                "sha256:bb06feb762bade6bf3c8b844462274db0c76acc95c52abe8dbed28ae3d44a147",
+                "sha256:c0a33bc9f02c2b17c3ea382f91b4db0e6cde90b63b296422a939886a7a80de1c",
+                "sha256:c4a549890a45f57f1ebf99c067a4ad0cb423a05544accaf2b065246827ed9603",
+                "sha256:ca244fa73f50a800cf8c3ebf7fd93149ec37f5cb9596aa8873ae2c1d23498601",
+                "sha256:cf877ab4ed6e302ec1d04952ca358b381a882fbd9d1b07cccbfd61783561f98a",
+                "sha256:d9d971ec1e79906046aa3ca266de79eac42f1dbf3612a05dc9368125952bd1a1",
+                "sha256:da25303d91526aac3672ee6d49a2f3db2d9502a4a60b55519feb1a4c7714e07d",
+                "sha256:e55e40ff0cc8cc5c07996915ad367fa47da6b3fc091fdadca7f5403239c5fec3",
+                "sha256:f03a532d7dee1bed20bc4884194a16160a2de9ffc6354b3878ec9682bb623c54",
+                "sha256:f1cd098434e83e656abf198f103a8207a8187c0fc110306691a2e94a78d0abb2",
+                "sha256:f2bfb563d0211ce16b63c7cb9395d2c682a23187f54c3d79bfec33e6705473c6",
+                "sha256:f8ffb705ffcf5ddd0e80b65ddf7bed7ee4f5a441ea7d3419e861a12eaf41af58"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.1.1"
+            "version": "==2.1.2"
         },
         "mitmproxy": {
             "editable": true,
@@ -518,46 +528,6 @@
             "markers": "python_version >= '3'",
             "version": "==0.17.16"
         },
-        "ruamel.yaml.clib": {
-            "hashes": [
-                "sha256:045e0626baf1c52e5527bd5db361bc83180faaba2ff586e763d3d5982a876a9e",
-                "sha256:15910ef4f3e537eea7fe45f8a5d19997479940d9196f357152a09031c5be59f3",
-                "sha256:184faeaec61dbaa3cace407cffc5819f7b977e75360e8d5ca19461cd851a5fc5",
-                "sha256:1f08fd5a2bea9c4180db71678e850b995d2a5f4537be0e94557668cf0f5f9497",
-                "sha256:2aa261c29a5545adfef9296b7e33941f46aa5bbd21164228e833412af4c9c75f",
-                "sha256:3110a99e0f94a4a3470ff67fc20d3f96c25b13d24c6980ff841e82bafe827cac",
-                "sha256:3243f48ecd450eddadc2d11b5feb08aca941b5cd98c9b1db14b2fd128be8c697",
-                "sha256:370445fd795706fd291ab00c9df38a0caed0f17a6fb46b0f607668ecb16ce763",
-                "sha256:40d030e2329ce5286d6b231b8726959ebbe0404c92f0a578c0e2482182e38282",
-                "sha256:41d0f1fa4c6830176eef5b276af04c89320ea616655d01327d5ce65e50575c94",
-                "sha256:4a4d8d417868d68b979076a9be6a38c676eca060785abaa6709c7b31593c35d1",
-                "sha256:4b3a93bb9bc662fc1f99c5c3ea8e623d8b23ad22f861eb6fce9377ac07ad6072",
-                "sha256:5bc0667c1eb8f83a3752b71b9c4ba55ef7c7058ae57022dd9b29065186a113d9",
-                "sha256:721bc4ba4525f53f6a611ec0967bdcee61b31df5a56801281027a3a6d1c2daf5",
-                "sha256:763d65baa3b952479c4e972669f679fe490eee058d5aa85da483ebae2009d231",
-                "sha256:7bdb4c06b063f6fd55e472e201317a3bb6cdeeee5d5a38512ea5c01e1acbdd93",
-                "sha256:8831a2cedcd0f0927f788c5bdf6567d9dc9cc235646a434986a852af1cb54b4b",
-                "sha256:91a789b4aa0097b78c93e3dc4b40040ba55bef518f84a40d4442f713b4094acb",
-                "sha256:92460ce908546ab69770b2e576e4f99fbb4ce6ab4b245345a3869a0a0410488f",
-                "sha256:99e77daab5d13a48a4054803d052ff40780278240a902b880dd37a51ba01a307",
-                "sha256:a234a20ae07e8469da311e182e70ef6b199d0fbeb6c6cc2901204dd87fb867e8",
-                "sha256:a7b301ff08055d73223058b5c46c55638917f04d21577c95e00e0c4d79201a6b",
-                "sha256:be2a7ad8fd8f7442b24323d24ba0b56c51219513cfa45b9ada3b87b76c374d4b",
-                "sha256:bf9a6bc4a0221538b1a7de3ed7bca4c93c02346853f44e1cd764be0023cd3640",
-                "sha256:c3ca1fbba4ae962521e5eb66d72998b51f0f4d0f608d3c0347a48e1af262efa7",
-                "sha256:d000f258cf42fec2b1bbf2863c61d7b8918d31ffee905da62dede869254d3b8a",
-                "sha256:d5859983f26d8cd7bb5c287ef452e8aacc86501487634573d260968f753e1d71",
-                "sha256:d5e51e2901ec2366b79f16c2299a03e74ba4531ddcfacc1416639c557aef0ad8",
-                "sha256:debc87a9516b237d0466a711b18b6ebeb17ba9f391eb7f91c649c5c4ec5006c7",
-                "sha256:df5828871e6648db72d1c19b4bd24819b80a755c4541d3409f0f7acd0f335c80",
-                "sha256:ecdf1a604009bd35c674b9225a8fa609e0282d9b896c03dd441a91e5f53b534e",
-                "sha256:efa08d63ef03d079dcae1dfe334f6c8847ba8b645d08df286358b1f5293d24ab",
-                "sha256:f01da5790e95815eb5a8a138508c01c758e5f5bc0ce4286c4f7028b8dd7ac3d0",
-                "sha256:f34019dced51047d6f70cb9383b2ae2853b7fc4dce65129a5acd49f4f9256646"
-            ],
-            "markers": "python_version < '3.10' and platform_python_implementation == 'CPython'",
-            "version": "==0.2.7"
-        },
         "six": {
             "hashes": [
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
@@ -667,5 +637,141 @@
             "version": "==0.15.2"
         }
     },
-    "develop": {}
+    "develop": {
+        "attrs": {
+            "hashes": [
+                "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836",
+                "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==22.2.0"
+        },
+        "black": {
+            "hashes": [
+                "sha256:0052dba51dec07ed029ed61b18183942043e00008ec65d5028814afaab9a22fd",
+                "sha256:0680d4380db3719ebcfb2613f34e86c8e6d15ffeabcf8ec59355c5e7b85bb555",
+                "sha256:121ca7f10b4a01fd99951234abdbd97728e1240be89fde18480ffac16503d481",
+                "sha256:162e37d49e93bd6eb6f1afc3e17a3d23a823042530c37c3c42eeeaf026f38468",
+                "sha256:2a951cc83ab535d248c89f300eccbd625e80ab880fbcfb5ac8afb5f01a258ac9",
+                "sha256:2bf649fda611c8550ca9d7592b69f0637218c2369b7744694c5e4902873b2f3a",
+                "sha256:382998821f58e5c8238d3166c492139573325287820963d2f7de4d518bd76958",
+                "sha256:49f7b39e30f326a34b5c9a4213213a6b221d7ae9d58ec70df1c4a307cf2a1580",
+                "sha256:57c18c5165c1dbe291d5306e53fb3988122890e57bd9b3dcb75f967f13411a26",
+                "sha256:7a0f701d314cfa0896b9001df70a530eb2472babb76086344e688829efd97d32",
+                "sha256:8178318cb74f98bc571eef19068f6ab5613b3e59d4f47771582f04e175570ed8",
+                "sha256:8b70eb40a78dfac24842458476135f9b99ab952dd3f2dab738c1881a9b38b753",
+                "sha256:9880d7d419bb7e709b37e28deb5e68a49227713b623c72b2b931028ea65f619b",
+                "sha256:9afd3f493666a0cd8f8df9a0200c6359ac53940cbde049dcb1a7eb6ee2dd7074",
+                "sha256:a29650759a6a0944e7cca036674655c2f0f63806ddecc45ed40b7b8aa314b651",
+                "sha256:a436e7881d33acaf2536c46a454bb964a50eff59b21b51c6ccf5a40601fbef24",
+                "sha256:a59db0a2094d2259c554676403fa2fac3473ccf1354c1c63eccf7ae65aac8ab6",
+                "sha256:a8471939da5e824b891b25751955be52ee7f8a30a916d570a5ba8e0f2eb2ecad",
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+    }
 }