Install black

2 years ago · 354bf07c00
4 changed files with 284 additions and 205 deletions
--- a/.flake8
+++ b/.flake8
@ -1,3 +0,0 @@
-[flake8]
-filename = backend/*
-max-line-length = 120
--- a/5
+++ b/5
@ -17,6 +17,8 @@ pytest-cov = "*"
 mypy = "*"
 watchdog = "*"
 argh = "*"
+black = "*"
+pyproject-flake8 = "*"

 [packages]
 django = "~=3.2"
@ -59,7 +61,8 @@ python_version = "3.8"

 [scripts]
 isort = "isort api -c --skip migrations"
-flake8 = "flake8 --filename \"*.py\" --extend-exclude \"*/migrations\""
+flake8 = "pflake8 --filename \"*.py\" --extend-exclude \"*/migrations\""
+black = "black --check ."
 wait_for_db = "python manage.py wait_for_db"
 test = "python manage.py test --pattern=\"test*.py\""
 migrate = "python manage.py migrate"
--- a/Pipfile.lock
+++ b/Pipfile.lock
@ -1,7 +1,7 @@
 {
    "_meta": {
        "hash": {
-            "sha256": "d018e5410fb24c051713e1b20c8c199b82da9bbbd3aca4708d84187bf3158f15"
+            "sha256": "1ec1af8bf3969c0798488c46364a48661b7789b66b2682c23f858ca760a4c89c"
        },
        "pipfile-spec": 6,
        "requires": {
@ -57,19 +57,19 @@
        },
        "boto3": {
            "hashes": [
-                "sha256:2ea0e0aa1494ef87a342260da8d9381000d774e73d83ee3d7c2906fefcbe2c32",
-                "sha256:3d9cb5edeff09598b7065abe5b42affb0b6e1c0c805ab57c051d0f3592a0f02b"
+                "sha256:09d7ffbbfcc212d22c92acf127ebc8c8ab89a2c03fa6360ab35b14d52b0df8ab",
+                "sha256:34d170d24d10adb8ffe2a907ff35878e22ed2ceb24d16d191f8070053f11fc18"
            ],
            "markers": "python_version >= '3.6'",
-            "version": "==1.20.45"
+            "version": "==1.20.49"
        },
        "botocore": {
            "hashes": [
-                "sha256:782323846dad22ea814a64bd64b89c7f04550812d3945ce77748b2bac6fe745b",
-                "sha256:793a0a4b572bfb157ba17971e4d783766f59c5a0f117407bbeefeb577efa1ed1"
+                "sha256:3f72d20c65c89b694d9c7d164eb499877331783577f0207739088d11eaf315e7",
+                "sha256:b013b2911379d1de896eb6ef375126bb2fc2b77b3e0af75821661b7ea817d029"
            ],
            "markers": "python_version >= '3.6'",
-            "version": "==1.23.45"
+            "version": "==1.23.49"
        },
        "celery": {
            "hashes": [
@ -151,11 +151,11 @@
        },
        "charset-normalizer": {
            "hashes": [
-                "sha256:876d180e9d7432c5d1dfd4c5d26b72f099d503e8fcc0feb7532c9289be60fcbd",
-                "sha256:cb957888737fc0bbcd78e3df769addb41fd1ff8cf950dc9e7ad7793f1bf44455"
+                "sha256:2842d8f5e82a1f6aa437380934d5e1cd4fcf2003b06fed6940769c164a480a45",
+                "sha256:98398a9d69ee80548c762ba991a4728bfc3836768ed226b3945908d1a688371c"
            ],
            "markers": "python_version >= '3'",
-            "version": "==2.0.10"
+            "version": "==2.0.11"
        },
        "click": {
            "hashes": [
@ -261,18 +261,18 @@
        },
        "dj-rest-auth": {
            "hashes": [
-                "sha256:fda25a777ac23bc2561f2579de5c45f058d0f1d27410469d5b321c353c4822ad"
+                "sha256:f292f3dffb8fc896da10adf47e94a254fb8bf42e672a066e63566363d764ad42"
            ],
            "index": "pypi",
-            "version": "==2.2.2"
+            "version": "==2.2.3"
        },
        "django": {
            "hashes": [
-                "sha256:0a0a37f0b93aef30c4bf3a839c187e1175bcdeb7e177341da0cb7b8194416891",
-                "sha256:69c94abe5d6b1b088bf475e09b7b74403f943e34da107e798465d2045da27e75"
+                "sha256:9772e6935703e59e993960832d66a614cf0233a1c5123bc6224ecc6ad69e41e2",
+                "sha256:9b06c289f9ba3a8abea16c9c9505f25107809fb933676f6c891ded270039d965"
            ],
            "index": "pypi",
-            "version": "==3.2.11"
+            "version": "==3.2.12"
        },
        "django-celery-results": {
            "hashes": [
@ -379,19 +379,19 @@
        },
        "ecdsa": {
            "hashes": [
-                "sha256:5cf31d5b33743abe0dfc28999036c849a69d548f994b535e527ee3cb7f3ef676",
-                "sha256:b9f500bb439e4153d0330610f5d26baaf18d17b8ced1bc54410d189385ea68aa"
+                "sha256:87efdeb1380b50467681a8d82ed5d46af6b3b79765cf8e38f07f6a52d09b9196",
+                "sha256:b7a29fde6d28f6817e413672ec1301dd07bddec6a4d608118fef1e32d4313c3a"
            ],
            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.17.0"
+            "version": "==0.18.0b2"
        },
        "environs": {
            "hashes": [
-                "sha256:b1cb81fbc0568d85c8ca32328e17bd756a2bb16cff54371d18d15d1832b692aa",
-                "sha256:b5a197f70c590e8ad2d60d145ea2a2e90d4b1b05cdd04f8e18132d2760123971"
+                "sha256:1e549569a3de49c05f856f40bce86979e7d5ffbbc4398e7f338574c220189124",
+                "sha256:a76307b36fbe856bdca7ee9161e6c466fd7fcffc297109a118c59b54e27e30c9"
            ],
            "index": "pypi",
-            "version": "==9.4.0"
+            "version": "==9.5.0"
        },
        "et-xmlfile": {
            "hashes": [
@ -419,64 +419,58 @@
        },
        "greenlet": {
            "hashes": [
-                "sha256:0051c6f1f27cb756ffc0ffbac7d2cd48cb0362ac1736871399a739b2885134d3",
-                "sha256:00e44c8afdbe5467e4f7b5851be223be68adb4272f44696ee71fe46b7036a711",
-                "sha256:013d61294b6cd8fe3242932c1c5e36e5d1db2c8afb58606c5a67efce62c1f5fd",
-                "sha256:049fe7579230e44daef03a259faa24511d10ebfa44f69411d99e6a184fe68073",
-                "sha256:14d4f3cd4e8b524ae9b8aa567858beed70c392fdec26dbdb0a8a418392e71708",
-                "sha256:166eac03e48784a6a6e0e5f041cfebb1ab400b394db188c48b3a84737f505b67",
-                "sha256:17ff94e7a83aa8671a25bf5b59326ec26da379ace2ebc4411d690d80a7fbcf23",
-                "sha256:1e12bdc622676ce47ae9abbf455c189e442afdde8818d9da983085df6312e7a1",
-                "sha256:21915eb821a6b3d9d8eefdaf57d6c345b970ad722f856cd71739493ce003ad08",
-                "sha256:288c6a76705dc54fba69fbcb59904ae4ad768b4c768839b8ca5fdadec6dd8cfd",
-                "sha256:2bde6792f313f4e918caabc46532aa64aa27a0db05d75b20edfc5c6f46479de2",
-                "sha256:32ca72bbc673adbcfecb935bb3fb1b74e663d10a4b241aaa2f5a75fe1d1f90aa",
-                "sha256:356b3576ad078c89a6107caa9c50cc14e98e3a6c4874a37c3e0273e4baf33de8",
-                "sha256:40b951f601af999a8bf2ce8c71e8aaa4e8c6f78ff8afae7b808aae2dc50d4c40",
-                "sha256:572e1787d1460da79590bf44304abbc0a2da944ea64ec549188fa84d89bba7ab",
-                "sha256:58df5c2a0e293bf665a51f8a100d3e9956febfbf1d9aaf8c0677cf70218910c6",
-                "sha256:64e6175c2e53195278d7388c454e0b30997573f3f4bd63697f88d855f7a6a1fc",
-                "sha256:7227b47e73dedaa513cdebb98469705ef0d66eb5a1250144468e9c3097d6b59b",
-                "sha256:7418b6bfc7fe3331541b84bb2141c9baf1ec7132a7ecd9f375912eca810e714e",
-                "sha256:7cbd7574ce8e138bda9df4efc6bf2ab8572c9aff640d8ecfece1b006b68da963",
-                "sha256:7ff61ff178250f9bb3cd89752df0f1dd0e27316a8bd1465351652b1b4a4cdfd3",
-                "sha256:833e1551925ed51e6b44c800e71e77dacd7e49181fdc9ac9a0bf3714d515785d",
-                "sha256:8639cadfda96737427330a094476d4c7a56ac03de7265622fcf4cfe57c8ae18d",
-                "sha256:8c5d5b35f789a030ebb95bff352f1d27a93d81069f2adb3182d99882e095cefe",
-                "sha256:8c790abda465726cfb8bb08bd4ca9a5d0a7bd77c7ac1ca1b839ad823b948ea28",
-                "sha256:8d2f1fb53a421b410751887eb4ff21386d119ef9cde3797bf5e7ed49fb51a3b3",
-                "sha256:903bbd302a2378f984aef528f76d4c9b1748f318fe1294961c072bdc7f2ffa3e",
-                "sha256:93f81b134a165cc17123626ab8da2e30c0455441d4ab5576eed73a64c025b25c",
-                "sha256:95e69877983ea39b7303570fa6760f81a3eec23d0e3ab2021b7144b94d06202d",
-                "sha256:9633b3034d3d901f0a46b7939f8c4d64427dfba6bbc5a36b1a67364cf148a1b0",
-                "sha256:97e5306482182170ade15c4b0d8386ded995a07d7cc2ca8f27958d34d6736497",
-                "sha256:9f3cba480d3deb69f6ee2c1825060177a22c7826431458c697df88e6aeb3caee",
-                "sha256:aa5b467f15e78b82257319aebc78dd2915e4c1436c3c0d1ad6f53e47ba6e2713",
-                "sha256:abb7a75ed8b968f3061327c433a0fbd17b729947b400747c334a9c29a9af6c58",
-                "sha256:aec52725173bd3a7b56fe91bc56eccb26fbdff1386ef123abb63c84c5b43b63a",
-                "sha256:b11548073a2213d950c3f671aa88e6f83cda6e2fb97a8b6317b1b5b33d850e06",
-                "sha256:b1692f7d6bc45e3200844be0dba153612103db241691088626a33ff1f24a0d88",
-                "sha256:b336501a05e13b616ef81ce329c0e09ac5ed8c732d9ba7e3e983fcc1a9e86965",
-                "sha256:b8c008de9d0daba7b6666aa5bbfdc23dcd78cafc33997c9b7741ff6353bafb7f",
-                "sha256:b92e29e58bef6d9cfd340c72b04d74c4b4e9f70c9fa7c78b674d1fec18896dc4",
-                "sha256:be5f425ff1f5f4b3c1e33ad64ab994eed12fc284a6ea71c5243fd564502ecbe5",
-                "sha256:dd0b1e9e891f69e7675ba5c92e28b90eaa045f6ab134ffe70b52e948aa175b3c",
-                "sha256:e30f5ea4ae2346e62cedde8794a56858a67b878dd79f7df76a0767e356b1744a",
-                "sha256:e6a36bb9474218c7a5b27ae476035497a6990e21d04c279884eb10d9b290f1b1",
-                "sha256:e859fcb4cbe93504ea18008d1df98dee4f7766db66c435e4882ab35cf70cac43",
-                "sha256:eb6ea6da4c787111adf40f697b4e58732ee0942b5d3bd8f435277643329ba627",
-                "sha256:ec8c433b3ab0419100bd45b47c9c8551248a5aee30ca5e9d399a0b57ac04651b",
-                "sha256:eff9d20417ff9dcb0d25e2defc2574d10b491bf2e693b4e491914738b7908168",
-                "sha256:f0214eb2a23b85528310dad848ad2ac58e735612929c8072f6093f3585fd342d",
-                "sha256:f276df9830dba7a333544bd41070e8175762a7ac20350786b322b714b0e654f5",
-                "sha256:f3acda1924472472ddd60c29e5b9db0cec629fbe3c5c5accb74d6d6d14773478",
-                "sha256:f70a9e237bb792c7cc7e44c531fd48f5897961701cdaa06cf22fc14965c496cf",
-                "sha256:f9d29ca8a77117315101425ec7ec2a47a22ccf59f5593378fc4077ac5b754fce",
-                "sha256:fa877ca7f6b48054f847b61d6fa7bed5cebb663ebc55e018fda12db09dcc664c",
-                "sha256:fdcec0b8399108577ec290f55551d926d9a1fa6cad45882093a7a07ac5ec147b"
-            ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==1.1.2"
+                "sha256:03e6e40a1c6d523e59e4b80173986dfb4bdefbbd14104a6f1a9d321bb4dc0226",
+                "sha256:045a6cdd8d7ba5fffb82b9d4d35ae99bbc57afdd03a8b8eb161ec6fd0d2fc15b",
+                "sha256:04828fcd02de1fa606560ac13eaa026a3f1859bbb6098cbb4e2c9471bce73e17",
+                "sha256:063c55ae93b19dcbd077182d34ab7e70838d16edae8a5ba9fe1c8f9a6530201d",
+                "sha256:08f03790cd6105a5b0f452d798a22bd72944bda41dc674d39dc8e485b730056e",
+                "sha256:22b2111811abbd2af884426b2286b41ad3dbec15dcd362f68fc319abdf2d6f36",
+                "sha256:44440890e79d8bded5893fa4c322c3d8bf18fdf87657fd6523252ec247be6f4b",
+                "sha256:4c74283a777414ea1382448f70340096b360e3dc4bedc64259b0e355328f2f5a",
+                "sha256:4c79da840373815c8ebbde0e64aa0b74fbfe74394665dcf318cfd7220ca9ed8b",
+                "sha256:4cedd60664090cc7407119fd40b91c9a2a640909c8c59273b180ba61b1ff9210",
+                "sha256:53f90311f1779fac5641a75c01ba3b9d088688518915b7138b2f0636f151c20a",
+                "sha256:5667b436e4a365f9bc9bb98c0d5356c1929a62a51d78373c92870a138ada273a",
+                "sha256:5aa13f7f2650f39653c096cead3346e0a69cc17ad29a91a3a6776801f124b963",
+                "sha256:5f9a1fdd3339cd2fcaa2e768fb297429601888ef28ab9509a34cb3dd4497c88f",
+                "sha256:61c2fbbf1cebb7cbaa35690143b5dc3212d764c7975957cc5aeacfd5686ad534",
+                "sha256:63e0620aec7dc22fd988ec2c62c7e678921d13cf8eaefc2d2df6cc065998cc7b",
+                "sha256:676d9c5f0428da9f69621ff71091b4c02d952a2f7e71a47891cde93b9114f048",
+                "sha256:678065b2bc9a2fb804a61cfddac6b44cbddb1787e619e47eae3cb25c57709516",
+                "sha256:68ebc87166fc0a13d9fb0b7f231790369ea03ca0b7efa6d100ea2f701dfb6a6a",
+                "sha256:69a681b219c1208f0dd40c29c142e44a436f1f7add8ae9ac93470c1764b38980",
+                "sha256:6bcfa9dd47645ea7ab072422405858ab8afb8420014bd2dfde0fed78d4026e08",
+                "sha256:757ddbadc18515d28018c53f98bf85ea7af9fb7accff0d7b5d681bcbfdca9a74",
+                "sha256:7bf83a6b7f068e631cfae0a0fc9f7ca73bc8115c0d6240131b1d5c5d7a65bbc2",
+                "sha256:800c0e9f13df16c36df8b040bb1693cea4e8375b8ddc730013c87ed656d3659c",
+                "sha256:80e8f41031b26856b8e4a0f65a395bb57cb3fcc22a810f87994a266f63f22fd0",
+                "sha256:81e8c96d0f590c11ffcbed42293dc3e10be1639a57b0e531a937ac61fb400224",
+                "sha256:85a8b1bfccf88326cf36a43a6cd7990afa22f0a02da624ca18ac7eb16bc14edd",
+                "sha256:9ad8a0b3542747b4311f03784a87ba2f1c2a0bf15e7e95ecf06d97ccea2f81e9",
+                "sha256:9ae7b519fbacaa5bf7e9ba71d582da463ce049e493568be6da80f444504bc951",
+                "sha256:9d531a58f3feb283f120bacc817e4d75289bde8263363fbfeedf96376a1c68a8",
+                "sha256:9db3f35c9c493dbbf053fb13285822bccbf2a76049328d10edf0daf4591b65a0",
+                "sha256:9dcc10e86164853c5267bfac43816048a12dcf4c898c1b83a2eb8d5933da9ee0",
+                "sha256:a172161ec09ef67f8b88fce873f3b6b37ca99b4ddd2536147dc611d4d645bc28",
+                "sha256:a34b6d63ebaab722f79df4f79cbceab6fac2f96546561848a8ce1513a4478e16",
+                "sha256:a74c507dbef45ba85f8565a1bc297f97342a246078af5ea05330992d5a26e72c",
+                "sha256:ab6385c0a16c1d33ab45593f0cad49834918ad83d0406b58cd62f1454a1778c6",
+                "sha256:ab951ebc9f4c63d9ba0518d533f358519e3633c3a263bfba8674ee0c5043bd1a",
+                "sha256:b3ff97e9761e3c392eaba4b7f17da9deb9e1177b372313611ee2358a19f235bb",
+                "sha256:b68ff6925dd210a4eac47df411316168a2448178f837fcb01597d9a183ad8603",
+                "sha256:b904cbb4b69fa959674043d39aa34ec84abca917037ec931d72003b60b311174",
+                "sha256:be681332594c3361a32198fe591f966e6114c67bf62e1cbb1f6fe700e7f809b3",
+                "sha256:c006d07a64777466b4ecf75a3fc86f7c687021e9b1fae0a0c3157ae93ce44563",
+                "sha256:c9525a82b0ff1bb35253ec2d2e9430c53479274e65bddefbfd5db74972c7202d",
+                "sha256:cb1f258971419b4b34f71736b09ce7d3daeea71a5660eb28b34f8a80520ee20b",
+                "sha256:ce1f6e65a3b9b6a8b5b1f64ef75e49fa159721c8882027b50cfaa82472bd1c10",
+                "sha256:ce2ec312bcb516a83780b659fd008fdd26af449b653c8ffa52e203a397765cc2",
+                "sha256:da809e3861a8f697727b6bdf4c735184912215d2eb9df15eb7ad3d6c9d533a52",
+                "sha256:edacb7c0f8a42e6df031ef675e29156ca933403f1cb8027e8f2c82ad8d68bc67",
+                "sha256:fa04d0419b2ed61125bb8a4a0a810cad428546adeee87cab6f2beee50259fecc"
+            ],
+            "markers": "python_version >= '3' and platform_machine == 'aarch64' or (platform_machine == 'ppc64le' or (platform_machine == 'x86_64' or (platform_machine == 'amd64' or (platform_machine == 'AMD64' or (platform_machine == 'win32' or platform_machine == 'WIN32')))))",
+            "version": "==2.0.0a1"
        },
        "gunicorn": {
            "hashes": [
@ -641,39 +635,36 @@
        },
        "numpy": {
            "hashes": [
-                "sha256:0d245a2bf79188d3f361137608c3cd12ed79076badd743dc660750a9f3074f7c",
-                "sha256:26b4018a19d2ad9606ce9089f3d52206a41b23de5dfe8dc947d2ec49ce45d015",
-                "sha256:2db01d9838a497ba2aa9a87515aeaf458f42351d72d4e7f3b8ddbd1eba9479f2",
-                "sha256:3d62d6b0870b53799204515145935608cdeb4cebb95a26800b6750e48884cc5b",
-                "sha256:45a7dfbf9ed8d68fd39763940591db7637cf8817c5bce1a44f7b56c97cbe211e",
-                "sha256:4ac4d7c9f8ea2a79d721ebfcce81705fc3cd61a10b731354f1049eb8c99521e8",
-                "sha256:60f19c61b589d44fbbab8ff126640ae712e163299c2dd422bfe4edc7ec51aa9b",
-                "sha256:632e062569b0fe05654b15ef0e91a53c0a95d08ffe698b66f6ba0f927ad267c2",
-                "sha256:65f5e257987601fdfc63f1d02fca4d1c44a2b85b802f03bd6abc2b0b14648dd2",
-                "sha256:69958735d5e01f7b38226a6c6e7187d72b7e4d42b6b496aca5860b611ca0c193",
-                "sha256:78bfbdf809fc236490e7e65715bbd98377b122f329457fffde206299e163e7f3",
-                "sha256:7e957ca8112c689b728037cea9c9567c27cf912741fabda9efc2c7d33d29dfa1",
-                "sha256:800dfeaffb2219d49377da1371d710d7952c9533b57f3d51b15e61c4269a1b5b",
-                "sha256:831f2df87bd3afdfc77829bc94bd997a7c212663889d56518359c827d7113b1f",
-                "sha256:88d54b7b516f0ca38a69590557814de2dd638d7d4ed04864826acaac5ebb8f01",
-                "sha256:8d1563060e77096367952fb44fca595f2b2f477156de389ce7c0ade3aef29e21",
-                "sha256:b5ec9a5eaf391761c61fd873363ef3560a3614e9b4ead17347e4deda4358bca4",
-                "sha256:bcd19dab43b852b03868796f533b5f5561e6c0e3048415e675bec8d2e9d286c1",
-                "sha256:c51124df17f012c3b757380782ae46eee85213a3215e51477e559739f57d9bf6",
-                "sha256:e348ccf5bc5235fc405ab19d53bec215bb373300e5523c7b476cc0da8a5e9973",
-                "sha256:e60ef82c358ded965fdd3132b5738eade055f48067ac8a5a8ac75acc00cad31f",
-                "sha256:f8ad59e6e341f38266f1549c7c2ec70ea0e3d1effb62a44e5c3dba41c55f0187"
+                "sha256:03ae5850619abb34a879d5f2d4bb4dcd025d6d8fb72f5e461dae84edccfe129f",
+                "sha256:076aee5a3763d41da6bef9565fdf3cb987606f567cd8b104aded2b38b7b47abf",
+                "sha256:0b536b6840e84c1c6a410f3a5aa727821e6108f3454d81a5cd5900999ef04f89",
+                "sha256:15efb7b93806d438e3bc590ca8ef2f953b0ce4f86f337ef4559d31ec6cf9d7dd",
+                "sha256:168259b1b184aa83a514f307352c25c56af111c269ffc109d9704e81f72e764b",
+                "sha256:2638389562bda1635b564490d76713695ff497242a83d9b684d27bb4a6cc9d7a",
+                "sha256:3556c5550de40027d3121ebbb170f61bbe19eb639c7ad0c7b482cd9b560cd23b",
+                "sha256:4a176959b6e7e00b5a0d6f549a479f869829bfd8150282c590deee6d099bbb6e",
+                "sha256:515a8b6edbb904594685da6e176ac9fbea8f73a5ebae947281de6613e27f1956",
+                "sha256:55535c7c2f61e2b2fc817c5cbe1af7cb907c7f011e46ae0a52caa4be1f19afe2",
+                "sha256:59153979d60f5bfe9e4c00e401e24dfe0469ef8da6d68247439d3278f30a180f",
+                "sha256:60cb8e5933193a3cc2912ee29ca331e9c15b2da034f76159b7abc520b3d1233a",
+                "sha256:6767ad399e9327bfdbaa40871be4254d1995f4a3ca3806127f10cec778bd9896",
+                "sha256:76a4f9bce0278becc2da7da3b8ef854bed41a991f4226911a24a9711baad672c",
+                "sha256:8cf33634b60c9cef346663a222d9841d3bbbc0a2f00221d6bcfd0d993d5543f6",
+                "sha256:94dd11d9f13ea1be17bac39c1942f527cbf7065f94953cf62dfe805653da2f8f",
+                "sha256:aafa46b5a39a27aca566198d3312fb3bde95ce9677085efd02c86f7ef6be4ec7",
+                "sha256:badca914580eb46385e7f7e4e426fea6de0a37b9e06bec252e481ae7ec287082",
+                "sha256:d76a26c5118c4d96e264acc9e3242d72e1a2b92e739807b3b69d8d47684b6677"
            ],
            "markers": "python_version >= '3.8'",
-            "version": "==1.22.1"
+            "version": "==1.22.2"
        },
        "oauthlib": {
            "hashes": [
-                "sha256:42bf6354c2ed8c6acb54d971fce6f88193d97297e18602a3a886603f9d7730cc",
-                "sha256:8f0215fcc533dd8dd1bee6f4c412d4f0cd7297307d43ac61666389e3bc3198a3"
+                "sha256:23a8208d75b902797ea29fd31fa80a15ed9dc2c6c16fe73f5d346f83f6fa27a2",
+                "sha256:6db33440354787f9b7f3a6dbd4febf5d0f93758354060e802f6c06cb493022fe"
            ],
            "markers": "python_version >= '3.6'",
-            "version": "==3.1.1"
+            "version": "==3.2.0"
        },
        "openpyxl": {
            "hashes": [
@ -800,11 +791,11 @@
        },
        "pyexcel-io": {
            "hashes": [
-                "sha256:134e27826e44d303b921ab9cdb02a71023e3d61cbe88a37d80f928c2a6910bf5",
-                "sha256:608d8e80da38070d3bb970d132bc47a55dcfd63b4dc03997d93646c5b2ad185b"
+                "sha256:19ff1d599a8a6c0982e4181ef86aa50e1f8d231410fa7e0e204d62e37551c1d6",
+                "sha256:f6084bf1afa5fbf4c61cf7df44370fa513821af188b02e3e19b5efb66d8a969f"
            ],
            "markers": "python_version >= '3.6'",
-            "version": "==0.6.5"
+            "version": "==0.6.6"
        },
        "pyexcel-xlsx": {
            "hashes": [
@ -878,11 +869,11 @@
        },
        "requests-oauthlib": {
            "hashes": [
-                "sha256:7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d",
-                "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a",
-                "sha256:fa6c47b933f01060936d87ae9327fead68768b69c6c9ea2109c48be30f2d4dbc"
+                "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5",
+                "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"
            ],
-            "version": "==1.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.3.1"
        },
        "rsa": {
            "hashes": [
@ -933,11 +924,11 @@
        },
        "s3transfer": {
            "hashes": [
-                "sha256:50ed823e1dc5868ad40c8dc92072f757aa0e653a192845c94a3b676f4a62da4c",
-                "sha256:9c1dc369814391a6bda20ebbf4b70a0f34630592c9aa520856bf384916af2803"
+                "sha256:25c140f5c66aa79e1ac60be50dcd45ddc59e83895f062a3aab263b870102911f",
+                "sha256:69d264d3e760e569b78aaa0f22c97e955891cd22e32b10c51f784eeda4d9d10a"
            ],
            "markers": "python_version >= '3.6'",
-            "version": "==0.5.0"
+            "version": "==0.5.1"
        },
        "scikit-learn": {
            "hashes": [
@ -979,38 +970,32 @@
        },
        "scipy": {
            "hashes": [
-                "sha256:033ce76ed4e9f62923e1f8124f7e2b0800db533828c853b402c7eec6e9465d80",
-                "sha256:173308efba2270dcd61cd45a30dfded6ec0085b4b6eb33b5eb11ab443005e088",
-                "sha256:21b66200cf44b1c3e86495e3a436fc7a26608f92b8d43d344457c54f1c024cbc",
-                "sha256:2c56b820d304dffcadbbb6cbfbc2e2c79ee46ea291db17e288e73cd3c64fefa9",
-                "sha256:304dfaa7146cffdb75fbf6bb7c190fd7688795389ad060b970269c8576d038e9",
-                "sha256:3f78181a153fa21c018d346f595edd648344751d7f03ab94b398be2ad083ed3e",
-                "sha256:4d242d13206ca4302d83d8a6388c9dfce49fc48fdd3c20efad89ba12f785bf9e",
-                "sha256:5d1cc2c19afe3b5a546ede7e6a44ce1ff52e443d12b231823268019f608b9b12",
-                "sha256:5f2cfc359379c56b3a41b17ebd024109b2049f878badc1e454f31418c3a18436",
-                "sha256:65bd52bf55f9a1071398557394203d881384d27b9c2cad7df9a027170aeaef93",
-                "sha256:7edd9a311299a61e9919ea4192dd477395b50c014cdc1a1ac572d7c27e2207fa",
-                "sha256:8499d9dd1459dc0d0fe68db0832c3d5fc1361ae8e13d05e6849b358dc3f2c279",
-                "sha256:866ada14a95b083dd727a845a764cf95dd13ba3dc69a16b99038001b05439709",
-                "sha256:87069cf875f0262a6e3187ab0f419f5b4280d3dcf4811ef9613c605f6e4dca95",
-                "sha256:93378f3d14fff07572392ce6a6a2ceb3a1f237733bd6dcb9eb6a2b29b0d19085",
-                "sha256:95c2d250074cfa76715d58830579c64dff7354484b284c2b8b87e5a38321672c",
-                "sha256:ab5875facfdef77e0a47d5fd39ea178b58e60e454a4c85aa1e52fcb80db7babf",
-                "sha256:b0e0aeb061a1d7dcd2ed59ea57ee56c9b23dd60100825f98238c06ee5cc4467e",
-                "sha256:b78a35c5c74d336f42f44106174b9851c783184a85a3fe3e68857259b37b9ffb",
-                "sha256:c9e04d7e9b03a8a6ac2045f7c5ef741be86727d8f49c45db45f244bdd2bcff17",
-                "sha256:ca36e7d9430f7481fc7d11e015ae16fbd5575615a8e9060538104778be84addf",
-                "sha256:ceebc3c4f6a109777c0053dfa0282fddb8893eddfb0d598574acfb734a926168",
-                "sha256:e2c036492e673aad1b7b0d0ccdc0cb30a968353d2c4bf92ac8e73509e1bf212c",
-                "sha256:eb326658f9b73c07081300daba90a8746543b5ea177184daed26528273157294",
-                "sha256:eb7ae2c4dbdb3c9247e07acc532f91077ae6dbc40ad5bd5dca0bb5a176ee9bda",
-                "sha256:edad1cf5b2ce1912c4d8ddad20e11d333165552aba262c882e28c78bbc09dbf6",
-                "sha256:eef93a446114ac0193a7b714ce67659db80caf940f3232bad63f4c7a81bc18df",
-                "sha256:f7eaea089345a35130bc9a39b89ec1ff69c208efa97b3f8b25ea5d4c41d88094",
-                "sha256:f99d206db1f1ae735a8192ab93bd6028f3a42f6fa08467d37a14eb96c9dd34a3"
-            ],
-            "markers": "python_version < '3.11' and python_version >= '3.7'",
-            "version": "==1.7.3"
+                "sha256:011d4386b53b933142f58a652aa0f149c9b9242abd4f900b9f4ea5fbafc86b89",
+                "sha256:16e09ef68b352d73befa8bcaf3ebe25d3941fe1a58c82909d5589856e6bc8174",
+                "sha256:31d4f2d6b724bc9a98e527b5849b8a7e589bf1ea630c33aa563eda912c9ff0bd",
+                "sha256:38aa39b6724cb65271e469013aeb6f2ce66fd44f093e241c28a9c6bc64fd79ed",
+                "sha256:3d573228c10a3a8c32b9037be982e6440e411b443a6267b067cac72f690b8d56",
+                "sha256:3d9dd6c8b93a22bf9a3a52d1327aca7e092b1299fb3afc4f89e8eba381be7b59",
+                "sha256:559a8a4c03a5ba9fe3232f39ed24f86457e4f3f6c0abbeae1fb945029f092720",
+                "sha256:5e73343c5e0d413c1f937302b2e04fb07872f5843041bcfd50699aef6e95e399",
+                "sha256:723b9f878095ed994756fa4ee3060c450e2db0139c5ba248ee3f9628bd64e735",
+                "sha256:87b01c7d5761e8a266a0fbdb9d88dcba0910d63c1c671bdb4d99d29f469e9e03",
+                "sha256:8f4d059a97b29c91afad46b1737274cb282357a305a80bdd9e8adf3b0ca6a3f0",
+                "sha256:92b2c2af4183ed09afb595709a8ef5783b2baf7f41e26ece24e1329c109691a7",
+                "sha256:937d28722f13302febde29847bbe554b89073fbb924a30475e5ed7b028898b5f",
+                "sha256:a279e27c7f4566ef18bab1b1e2c37d168e365080974758d107e7d237d3f0f484",
+                "sha256:ad5be4039147c808e64f99c0e8a9641eb5d2fa079ff5894dcd8240e94e347af4",
+                "sha256:ae3e327da323d82e918e593460e23babdce40d7ab21490ddf9fc06dec6b91a18",
+                "sha256:bb7088e89cd751acf66195d2f00cf009a1ea113f3019664032d9075b1e727b6c",
+                "sha256:c17a1878d00a5dd2797ccd73623ceca9d02375328f6218ee6d921e1325e61aff",
+                "sha256:c2bae431d127bf0b1da81fc24e4bba0a84d058e3a96b9dd6475dfcb3c5e8761e",
+                "sha256:de2e80ee1d925984c2504812a310841c241791c5279352be4707cdcd7c255039",
+                "sha256:e6f0cd9c0bd374ef834ee1e0f0999678d49dcc400ea6209113d81528958f97c7",
+                "sha256:f3720d0124aced49f6f2198a6900304411dbbeed12f56951d7c66ebef05e3df6",
+                "sha256:f4a6d3b9f9797eb2d43938ac2c5d96d02aed17ef170c8b38f11798717523ddba"
+            ],
+            "markers": "python_version < '3.11' and python_version >= '3.8'",
+            "version": "==1.8.0"
        },
        "seqeval": {
            "hashes": [
@ -1110,11 +1095,11 @@
        },
        "threadpoolctl": {
            "hashes": [
-                "sha256:4fade5b3b48ae4b1c30f200b28f39180371104fccc642e039e0f2435ec8cc211",
-                "sha256:d03115321233d0be715f0d3a5ad1d6c065fe425ddc2d671ca8e45e9fd5d7a52a"
+                "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b",
+                "sha256:a335baacfaa4400ae1f0d8e3a58d6674d2f8828e3716bb2802c44955ad391380"
            ],
            "markers": "python_version >= '3.6'",
-            "version": "==3.0.0"
+            "version": "==3.1.0"
        },
        "typing-extensions": {
            "hashes": [
@ -1211,66 +1196,122 @@
            "index": "pypi",
            "version": "==1.6.0"
        },
+        "backports.zoneinfo": {
+            "hashes": [
+                "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf",
+                "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
+                "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
+                "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6",
+                "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
+                "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9",
+                "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7",
+                "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987",
+                "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722",
+                "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582",
+                "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
+                "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
+                "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
+                "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
+                "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
+                "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==0.2.1"
+        },
+        "black": {
+            "hashes": [
+                "sha256:07e5c049442d7ca1a2fc273c79d1aecbbf1bc858f62e8184abe1ad175c4f7cc2",
+                "sha256:0e21e1f1efa65a50e3960edd068b6ae6d64ad6235bd8bfea116a03b21836af71",
+                "sha256:1297c63b9e1b96a3d0da2d85d11cd9bf8664251fd69ddac068b98dc4f34f73b6",
+                "sha256:228b5ae2c8e3d6227e4bde5920d2fc66cc3400fde7bcc74f480cb07ef0b570d5",
+                "sha256:2d6f331c02f0f40aa51a22e479c8209d37fcd520c77721c034517d44eecf5912",
+                "sha256:2ff96450d3ad9ea499fc4c60e425a1439c2120cbbc1ab959ff20f7c76ec7e866",
+                "sha256:3524739d76b6b3ed1132422bf9d82123cd1705086723bc3e235ca39fd21c667d",
+                "sha256:35944b7100af4a985abfcaa860b06af15590deb1f392f06c8683b4381e8eeaf0",
+                "sha256:373922fc66676133ddc3e754e4509196a8c392fec3f5ca4486673e685a421321",
+                "sha256:5fa1db02410b1924b6749c245ab38d30621564e658297484952f3d8a39fce7e8",
+                "sha256:6f2f01381f91c1efb1451998bd65a129b3ed6f64f79663a55fe0e9b74a5f81fd",
+                "sha256:742ce9af3086e5bd07e58c8feb09dbb2b047b7f566eb5f5bc63fd455814979f3",
+                "sha256:7835fee5238fc0a0baf6c9268fb816b5f5cd9b8793423a75e8cd663c48d073ba",
+                "sha256:8871fcb4b447206904932b54b567923e5be802b9b19b744fdff092bd2f3118d0",
+                "sha256:a7c0192d35635f6fc1174be575cb7915e92e5dd629ee79fdaf0dcfa41a80afb5",
+                "sha256:b1a5ed73ab4c482208d20434f700d514f66ffe2840f63a6252ecc43a9bc77e8a",
+                "sha256:c8226f50b8c34a14608b848dc23a46e5d08397d009446353dad45e04af0c8e28",
+                "sha256:ccad888050f5393f0d6029deea2a33e5ae371fd182a697313bdbd835d3edaf9c",
+                "sha256:dae63f2dbf82882fa3b2a3c49c32bffe144970a573cd68d247af6560fc493ae1",
+                "sha256:e2f69158a7d120fd641d1fa9a921d898e20d52e44a74a6fbbcc570a62a6bc8ab",
+                "sha256:efbadd9b52c060a8fc3b9658744091cb33c31f830b3f074422ed27bad2b18e8f",
+                "sha256:f5660feab44c2e3cb24b2419b998846cbb01c23c7fe645fee45087efa3da2d61",
+                "sha256:fdb8754b453fb15fad3f72cd9cad3e16776f0964d67cf30ebcbf10327a3777a3"
+            ],
+            "index": "pypi",
+            "version": "==22.1.0"
+        },
+        "click": {
+            "hashes": [
+                "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3",
+                "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==8.0.3"
+        },
        "coverage": {
            "extras": [
                "toml"
            ],
            "hashes": [
-                "sha256:012157499ec4f135fc36cd2177e3d1a1840af9b236cbe80e9a5ccfc83d912a69",
-                "sha256:0a34d313105cdd0d3644c56df2d743fe467270d6ab93b5d4a347eb9fec8924d6",
-                "sha256:11e61c5548ecf74ea1f8b059730b049871f0e32b74f88bd0d670c20c819ad749",
-                "sha256:152cc2624381df4e4e604e21bd8e95eb8059535f7b768c1fb8b8ae0b26f47ab0",
-                "sha256:1b4285fde5286b946835a1a53bba3ad41ef74285ba9e8013e14b5ea93deaeafc",
-                "sha256:27a94db5dc098c25048b0aca155f5fac674f2cf1b1736c5272ba28ead2fc267e",
-                "sha256:27ac7cb84538e278e07569ceaaa6f807a029dc194b1c819a9820b9bb5dbf63ab",
-                "sha256:2a491e159294d756e7fc8462f98175e2d2225e4dbe062cca7d3e0d5a75ba6260",
-                "sha256:2bc85664b06ba42d14bb74d6ddf19d8bfc520cb660561d2d9ce5786ae72f71b5",
-                "sha256:32168001f33025fd756884d56d01adebb34e6c8c0b3395ca8584cdcee9c7c9d2",
-                "sha256:3c4ce3b647bd1792d4394f5690d9df6dc035b00bcdbc5595099c01282a59ae01",
-                "sha256:433b99f7b0613bdcdc0b00cc3d39ed6d756797e3b078d2c43f8a38288520aec6",
-                "sha256:4578728c36de2801c1deb1c6b760d31883e62e33f33c7ba8f982e609dc95167d",
-                "sha256:509c68c3e2015022aeda03b003dd68fa19987cdcf64e9d4edc98db41cfc45d30",
-                "sha256:51372e24b1f7143ee2df6b45cff6a721f3abe93b1e506196f3ffa4155c2497f7",
-                "sha256:5d008e0f67ac800b0ca04d7914b8501312c8c6c00ad8c7ba17754609fae1231a",
-                "sha256:649df3641eb351cdfd0d5533c92fc9df507b6b2bf48a7ef8c71ab63cbc7b5c3c",
-                "sha256:6e78b1e25e5c5695dea012be473e442f7094d066925604be20b30713dbd47f89",
-                "sha256:72d9d186508325a456475dd05b1756f9a204c7086b07fffb227ef8cee03b1dc2",
-                "sha256:7d82c610a2e10372e128023c5baf9ce3d270f3029fe7274ff5bc2897c68f1318",
-                "sha256:7ee317486593193e066fc5e98ac0ce712178c21529a85c07b7cb978171f25d53",
-                "sha256:7eed8459a2b81848cafb3280b39d7d49950d5f98e403677941c752e7e7ee47cb",
-                "sha256:823f9325283dc9565ba0aa2d240471a93ca8999861779b2b6c7aded45b58ee0f",
-                "sha256:85c5fc9029043cf8b07f73fbb0a7ab6d3b717510c3b5642b77058ea55d7cacde",
-                "sha256:86c91c511853dfda81c2cf2360502cb72783f4b7cebabef27869f00cbe1db07d",
-                "sha256:8e0c3525b1a182c8ffc9bca7e56b521e0c2b8b3e82f033c8e16d6d721f1b54d6",
-                "sha256:987a84ff98a309994ca77ed3cc4b92424f824278e48e4bf7d1bb79a63cfe2099",
-                "sha256:9ed3244b415725f08ca3bdf02ed681089fd95e9465099a21c8e2d9c5d6ca2606",
-                "sha256:a189036c50dcd56100746139a459f0d27540fef95b09aba03e786540b8feaa5f",
-                "sha256:a4748349734110fd32d46ff8897b561e6300d8989a494ad5a0a2e4f0ca974fc7",
-                "sha256:a5d79c9af3f410a2b5acad91258b4ae179ee9c83897eb9de69151b179b0227f5",
-                "sha256:a7596aa2f2b8fa5604129cfc9a27ad9beec0a96f18078cb424d029fdd707468d",
-                "sha256:ab4fc4b866b279740e0d917402f0e9a08683e002f43fa408e9655818ed392196",
-                "sha256:bde4aeabc0d1b2e52c4036c54440b1ad05beeca8113f47aceb4998bb7471e2c2",
-                "sha256:c72bb4679283c6737f452eeb9b2a0e570acaef2197ad255fb20162adc80bea76",
-                "sha256:c8582e9280f8d0f38114fe95a92ae8d0790b56b099d728cc4f8a2e14b1c4a18c",
-                "sha256:ca29c352389ea27a24c79acd117abdd8a865c6eb01576b6f0990cd9a4e9c9f48",
-                "sha256:ce443a3e6df90d692c38762f108fc4c88314bf477689f04de76b3f252e7a351c",
-                "sha256:d1675db48490e5fa0b300f6329ecb8a9a37c29b9ab64fa9c964d34111788ca2d",
-                "sha256:da1a428bdbe71f9a8c270c7baab29e9552ac9d0e0cba5e7e9a4c9ee6465d258d",
-                "sha256:e4ff163602c5c77e7bb4ea81ba5d3b793b4419f8acd296aae149370902cf4e92",
-                "sha256:e67ccd53da5958ea1ec833a160b96357f90859c220a00150de011b787c27b98d",
-                "sha256:e8071e7d9ba9f457fc674afc3de054450be2c9b195c470147fbbc082468d8ff7",
-                "sha256:fff16a30fdf57b214778eff86391301c4509e327a65b877862f7c929f10a4253"
+                "sha256:1245ab82e8554fa88c4b2ab1e098ae051faac5af829efdcf2ce6b34dccd5567c",
+                "sha256:1bc6d709939ff262fd1432f03f080c5042dc6508b6e0d3d20e61dd045456a1a0",
+                "sha256:25e73d4c81efa8ea3785274a2f7f3bfbbeccb6fcba2a0bdd3be9223371c37554",
+                "sha256:276b13cc085474e482566c477c25ed66a097b44c6e77132f3304ac0b039f83eb",
+                "sha256:2aed4761809640f02e44e16b8b32c1a5dee5e80ea30a0ff0912158bde9c501f2",
+                "sha256:2dd70a167843b4b4b2630c0c56f1b586fe965b4f8ac5da05b6690344fd065c6b",
+                "sha256:352c68e233409c31048a3725c446a9e48bbff36e39db92774d4f2380d630d8f8",
+                "sha256:3f2b05757c92ad96b33dbf8e8ec8d4ccb9af6ae3c9e9bd141c7cc44d20c6bcba",
+                "sha256:448d7bde7ceb6c69e08474c2ddbc5b4cd13c9e4aa4a717467f716b5fc938a734",
+                "sha256:463e52616ea687fd323888e86bf25e864a3cc6335a043fad6bbb037dbf49bbe2",
+                "sha256:482fb42eea6164894ff82abbcf33d526362de5d1a7ed25af7ecbdddd28fc124f",
+                "sha256:56c4a409381ddd7bbff134e9756077860d4e8a583d310a6f38a2315b9ce301d0",
+                "sha256:56d296cbc8254a7dffdd7bcc2eb70be5a233aae7c01856d2d936f5ac4e8ac1f1",
+                "sha256:5e15d424b8153756b7c903bde6d4610be0c3daca3986173c18dd5c1a1625e4cd",
+                "sha256:618eeba986cea7f621d8607ee378ecc8c2504b98b3fdc4952b30fe3578304687",
+                "sha256:61d47a897c1e91f33f177c21de897267b38fbb45f2cd8e22a710bcef1df09ac1",
+                "sha256:621f6ea7260ea2ffdaec64fe5cb521669984f567b66f62f81445221d4754df4c",
+                "sha256:6a5cdc3adb4f8bb8d8f5e64c2e9e282bc12980ef055ec6da59db562ee9bdfefa",
+                "sha256:6c3f6158b02ac403868eea390930ae64e9a9a2a5bbfafefbb920d29258d9f2f8",
+                "sha256:704f89b87c4f4737da2860695a18c852b78ec7279b24eedacab10b29067d3a38",
+                "sha256:72128176fea72012063200b7b395ed8a57849282b207321124d7ff14e26988e8",
+                "sha256:78fbb2be068a13a5d99dce9e1e7d168db880870f7bc73f876152130575bd6167",
+                "sha256:7bff3a98f63b47464480de1b5bdd80c8fade0ba2832c9381253c9b74c4153c27",
+                "sha256:84f2436d6742c01136dd940ee158bfc7cf5ced3da7e4c949662b8703b5cd8145",
+                "sha256:9976fb0a5709988778ac9bc44f3d50fccd989987876dfd7716dee28beed0a9fa",
+                "sha256:9ad0a117b8dc2061ce9461ea4c1b4799e55edceb236522c5b8f958ce9ed8fa9a",
+                "sha256:9e3dd806f34de38d4c01416344e98eab2437ac450b3ae39c62a0ede2f8b5e4ed",
+                "sha256:9eb494070aa060ceba6e4bbf44c1bc5fa97bfb883a0d9b0c9049415f9e944793",
+                "sha256:9fde6b90889522c220dd56a670102ceef24955d994ff7af2cb786b4ba8fe11e4",
+                "sha256:9fff3ff052922cb99f9e52f63f985d4f7a54f6b94287463bc66b7cdf3eb41217",
+                "sha256:a06c358f4aed05fa1099c39decc8022261bb07dfadc127c08cfbd1391b09689e",
+                "sha256:a4f923b9ab265136e57cc14794a15b9dcea07a9c578609cd5dbbfff28a0d15e6",
+                "sha256:c5b81fb37db76ebea79aa963b76d96ff854e7662921ce742293463635a87a78d",
+                "sha256:d5ed164af5c9078596cfc40b078c3b337911190d3faeac830c3f1274f26b8320",
+                "sha256:d651fde74a4d3122e5562705824507e2f5b2d3d57557f1916c4b27635f8fbe3f",
+                "sha256:de73fca6fb403dd72d4da517cfc49fcf791f74eee697d3219f6be29adf5af6ce",
+                "sha256:e647a0be741edbb529a72644e999acb09f2ad60465f80757da183528941ff975",
+                "sha256:e92c7a5f7d62edff50f60a045dc9542bf939758c95b2fcd686175dd10ce0ed10",
+                "sha256:eeffd96882d8c06d31b65dddcf51db7c612547babc1c4c5db6a011abe9798525",
+                "sha256:f5a4551dfd09c3bd12fca8144d47fe7745275adf3229b7223c2f9e29a975ebda",
+                "sha256:fac0bcc5b7e8169bffa87f0dcc24435446d329cbc2b5486d155c2e0f3b493ae1"
            ],
            "index": "pypi",
-            "version": "==6.3"
+            "version": "==6.3.1"
        },
        "django": {
            "hashes": [
-                "sha256:0a0a37f0b93aef30c4bf3a839c187e1175bcdeb7e177341da0cb7b8194416891",
-                "sha256:69c94abe5d6b1b088bf475e09b7b74403f943e34da107e798465d2045da27e75"
+                "sha256:9772e6935703e59e993960832d66a614cf0233a1c5123bc6224ecc6ad69e41e2",
+                "sha256:9b06c289f9ba3a8abea16c9c9505f25107809fb933676f6c891ded270039d965"
            ],
            "index": "pypi",
-            "version": "==3.2.11"
+            "version": "==3.2.12"
        },
        "flake8": {
            "hashes": [
@ -1490,6 +1531,21 @@
            "markers": "python_version >= '3.6'",
            "version": "==21.3"
        },
+        "pathspec": {
+            "hashes": [
+                "sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a",
+                "sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"
+            ],
+            "version": "==0.9.0"
+        },
+        "platformdirs": {
+            "hashes": [
+                "sha256:1d7385c7db91728b83efd0ca99a5afb296cab9d0ed8313a45ed8ba17967ecfca",
+                "sha256:440633ddfebcc36264232365d7840a970e75e1018d15b4327d11f91909045fda"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==2.4.1"
+        },
        "pluggy": {
            "hashes": [
                "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159",
@ -1530,13 +1586,21 @@
            "markers": "python_version >= '3.6'",
            "version": "==3.0.7"
        },
+        "pyproject-flake8": {
+            "hashes": [
+                "sha256:bdeca37f78ecd34bd64a49d3657d53d099f5445831071a31c46e1fe20cd61461",
+                "sha256:e61ed1dc088e9f9f8a7170967ac4ec135acfef3a59ab9738c7b58cc11f294a7e"
+            ],
+            "index": "pypi",
+            "version": "==0.0.1a2"
+        },
        "pytest": {
            "hashes": [
-                "sha256:131b36680866a76e6781d13f101efb86cf674ebb9762eb70d3082b6f29889e89",
-                "sha256:7310f8d27bc79ced999e760ca304d69f6ba6c6649c0b60fb0e04a4a77cacc134"
+                "sha256:42901e6bd4bd4a0e533358a86e848427a49005a3256f657c5c8f8dd35ef137a9",
+                "sha256:dad48ffda394e5ad9aa3b7d7ddf339ed502e5e365b1350e0af65f4a602344b11"
            ],
            "index": "pypi",
-            "version": "==6.2.5"
+            "version": "==7.0.0"
        },
        "pytest-cov": {
            "hashes": [
--- a/pyproject.toml
+++ b/pyproject.toml
@ -0,0 +1,15 @@
+[tool.black]
+line-length = 120
+target-version = ['py37', 'py38']
+include = '\.pyi?$'
+
+[tool.isort]
+profile = "black"
+include_trailing_comma = true
+multi_line_output = 3
+
+[tool.flake8]
+max-line-length = 120
+max-complexity = 18
+ignore = "E203,E266,W503,"
+filename = "backend/*"