remove dependency on fuzzy; use jellyfish

4 files changed, 286 insertions, 304 deletions

diff --git a/Pipfile b/Pipfile
index 4f69c9e..cc1ae23 100644
--- a/Pipfile
+++ b/Pipfile
@@ -16,7 +16,6 @@ xar = "*"
 
 [packages]
 ftfy = "*"
-fuzzy = "*"
 fuzzycat = {editable = true, path = "."}
 # cf. https://github.com/pypa/pipenv/issues/4476
 importlib-metadata = "==1.7.0"
@@ -30,6 +29,7 @@ requests = "*"
 dynaconf = "*"
 regex = "*"
 zstandard = "*"
+jellyfish = "*"
 
 [requires]
 python_version = "3.8"
diff --git a/Pipfile.lock b/Pipfile.lock
index f981c58..815dda5 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e0423004017b8118e93adf9af4ffd96faa8572db2c03578153adf9b6af4c8c8c"
+            "sha256": "a8efab63e39eca1d02641254492320a44263514c832b5819387dfc3931d4b7a3"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -38,37 +38,37 @@
             ],
             "version": "==2021.5.30"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
-                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
+                "sha256:0c8911edd15d19223366a194a513099a302055a962bca2cec0f54b8b63175d8b",
+                "sha256:f23667ebe1084be45f6ae0538e4a5a865206544097e4e8bbcacf42cd02a348f3"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==4.0.0"
+            "markers": "python_version >= '3'",
+            "version": "==2.0.4"
         },
         "dynaconf": {
             "hashes": [
-                "sha256:b2f472d83052f809c5925565b8a2ba76a103d5dc1dbb9748b693ed67212781b9",
-                "sha256:e6f383b84150b70fc439c8b2757581a38a58d07962aa14517292dcce1a77e160"
+                "sha256:e9d80b46ba4d9372f2f40c812594c963f74178140c0b596e57f2881001fc4d35",
+                "sha256:f52fe5db7622da56a552275e8f64e4df46e3b4ae11158831b042e8ba2f6d1c96"
             ],
             "index": "pypi",
-            "version": "==3.1.4"
+            "version": "==3.1.7"
         },
         "elasticsearch": {
             "hashes": [
-                "sha256:8213d6b7d3f984a23e2f8b6ff63366224b3de9129839ed0cb8195d9e8339dc85",
-                "sha256:da3de0451c61e9357cec2f8bf32d8aea65974e5717b5deef53718392cf4c2985"
+                "sha256:1a9f146b7126a7e0621085f1825b6b2d091693a714d3b16c208749762e79c2bc",
+                "sha256:f928898fe06869516f2603f9a96a6f166c06888233806b31ac6568bac0266501"
             ],
             "index": "pypi",
-            "version": "==7.13.0"
+            "version": "==7.14.1"
         },
         "elasticsearch-dsl": {
             "hashes": [
-                "sha256:0ed75f6ff037e36b2397a8e92cae0ddde79b83adc70a154b8946064cb62f7301",
-                "sha256:9390d8e5cf82ebad3505e7f656e407259cf703f5a4035f211cef454127672572"
+                "sha256:046ea10820b94c075081b528b4526c5bc776bda4226d702f269a5f203232064b",
+                "sha256:c4a7b93882918a413b63bed54018a1685d7410ffd8facbc860ee7fd57f214a6d"
             ],
             "index": "pypi",
-            "version": "==7.3.0"
+            "version": "==7.4.0"
         },
         "face": {
             "hashes": [
@@ -92,11 +92,8 @@
             "version": "==6.0.3"
         },
         "fuzzy": {
-            "hashes": [
-                "sha256:6b240e630235f183730b27fcb70fdd0d409bee2c3a4e7a964eeae093a28c4f38"
-            ],
-            "index": "pypi",
-            "version": "==1.2.2"
+            "editable": true,
+            "path": "."
         },
         "fuzzycat": {
             "editable": true,
@@ -112,11 +109,11 @@
         },
         "idna": {
             "hashes": [
-                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
-                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
+                "sha256:14475042e284991034cb48e06f6851428fb14c4dc953acd9be9a5e95c7b6dd7a",
+                "sha256:467fbad99067910785144ce333826c71fb0e63a425657295239737f7ecd125f3"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==2.10"
+            "markers": "python_version >= '3'",
+            "version": "==3.2"
         },
         "importlib-metadata": {
             "hashes": [
@@ -126,68 +123,87 @@
             "index": "pypi",
             "version": "==1.7.0"
         },
+        "jellyfish": {
+            "hashes": [
+                "sha256:0506089cacf9b5897442134417b04b3c6610c19f280ae535eace390dc6325a5c",
+                "sha256:0cec0236be371faa2aa711561d4a564ffcc4804624a25d9efd012eeb2f5aa676",
+                "sha256:10008dcc8cc0881e7f0709d952205905dcd0aabaf5e24af915bdd6a4f5407944",
+                "sha256:18895debc063f9f46b2739d849305aba94614be0b9ca347ea3f91e4ea5ef2217",
+                "sha256:2a390319d74d3e4f9c76b78ac90574ba546093d44e053d289d017a470eda8c6f",
+                "sha256:63d8c61d0b74c74dea2daf2813776a316bc8d006902a7c13548c2ec274f96a54",
+                "sha256:7e910e891defba7ad73379d5d678b776983d9851991c136f1f01bfd896d6b03b",
+                "sha256:a8597e05559078ff3790ad44fd4697c5dc55ab7a2a7a98c751176ced5903d6ba",
+                "sha256:bede82c2a7879d53ac0fadf6871adee07476f62812096618a63a490b3dddfb40",
+                "sha256:ddfb50b15cebbf6c660f3d2425980c422caafc139b30e797ad754b50e9ec7b2f",
+                "sha256:e5e3138ea47c5d585158df5fc0a4311548ff556a9c67ccfc2d7b981b1d064b26",
+                "sha256:ebbb99b7ff7ce2d8fb2d93e6e3a8573a5d2f5ab91f9fea32d0ef5b41d9fd4e00",
+                "sha256:eef478362c03ba11e46c63747a44bdbac1cbf0f2cb2e0ab3b34efcc68f563644"
+            ],
+            "index": "pypi",
+            "version": "==0.8.8"
+        },
         "python-dateutil": {
             "hashes": [
-                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
-                "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
+                "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==2.8.1"
+            "version": "==2.8.2"
         },
         "regex": {
             "hashes": [
-                "sha256:01afaf2ec48e196ba91b37451aa353cb7eda77efe518e481707e0515025f0cd5",
-                "sha256:11d773d75fa650cd36f68d7ca936e3c7afaae41b863b8c387a22aaa78d3c5c79",
-                "sha256:18c071c3eb09c30a264879f0d310d37fe5d3a3111662438889ae2eb6fc570c31",
-                "sha256:1e1c20e29358165242928c2de1482fb2cf4ea54a6a6dea2bd7a0e0d8ee321500",
-                "sha256:281d2fd05555079448537fe108d79eb031b403dac622621c78944c235f3fcf11",
-                "sha256:314d66636c494ed9c148a42731b3834496cc9a2c4251b1661e40936814542b14",
-                "sha256:32e65442138b7b76dd8173ffa2cf67356b7bc1768851dded39a7a13bf9223da3",
-                "sha256:339456e7d8c06dd36a22e451d58ef72cef293112b559010db3d054d5560ef439",
-                "sha256:3916d08be28a1149fb97f7728fca1f7c15d309a9f9682d89d79db75d5e52091c",
-                "sha256:3a9cd17e6e5c7eb328517969e0cb0c3d31fd329298dd0c04af99ebf42e904f82",
-                "sha256:47bf5bf60cf04d72bf6055ae5927a0bd9016096bf3d742fa50d9bf9f45aa0711",
-                "sha256:4c46e22a0933dd783467cf32b3516299fb98cfebd895817d685130cc50cd1093",
-                "sha256:4c557a7b470908b1712fe27fb1ef20772b78079808c87d20a90d051660b1d69a",
-                "sha256:52ba3d3f9b942c49d7e4bc105bb28551c44065f139a65062ab7912bef10c9afb",
-                "sha256:563085e55b0d4fb8f746f6a335893bda5c2cef43b2f0258fe1020ab1dd874df8",
-                "sha256:598585c9f0af8374c28edd609eb291b5726d7cbce16be6a8b95aa074d252ee17",
-                "sha256:619d71c59a78b84d7f18891fe914446d07edd48dc8328c8e149cbe0929b4e000",
-                "sha256:67bdb9702427ceddc6ef3dc382455e90f785af4c13d495f9626861763ee13f9d",
-                "sha256:6d1b01031dedf2503631d0903cb563743f397ccaf6607a5e3b19a3d76fc10480",
-                "sha256:741a9647fcf2e45f3a1cf0e24f5e17febf3efe8d4ba1281dcc3aa0459ef424dc",
-                "sha256:7c2a1af393fcc09e898beba5dd59196edaa3116191cc7257f9224beaed3e1aa0",
-                "sha256:7d9884d86dd4dd489e981d94a65cd30d6f07203d90e98f6f657f05170f6324c9",
-                "sha256:90f11ff637fe8798933fb29f5ae1148c978cccb0452005bf4c69e13db951e765",
-                "sha256:919859aa909429fb5aa9cf8807f6045592c85ef56fdd30a9a3747e513db2536e",
-                "sha256:96fcd1888ab4d03adfc9303a7b3c0bd78c5412b2bfbe76db5b56d9eae004907a",
-                "sha256:97f29f57d5b84e73fbaf99ab3e26134e6687348e95ef6b48cfd2c06807005a07",
-                "sha256:980d7be47c84979d9136328d882f67ec5e50008681d94ecc8afa8a65ed1f4a6f",
-                "sha256:a91aa8619b23b79bcbeb37abe286f2f408d2f2d6f29a17237afda55bb54e7aac",
-                "sha256:ade17eb5d643b7fead300a1641e9f45401c98eee23763e9ed66a43f92f20b4a7",
-                "sha256:b9c3db21af35e3b3c05764461b262d6f05bbca08a71a7849fd79d47ba7bc33ed",
-                "sha256:bd28bc2e3a772acbb07787c6308e00d9626ff89e3bfcdebe87fa5afbfdedf968",
-                "sha256:bf5824bfac591ddb2c1f0a5f4ab72da28994548c708d2191e3b87dd207eb3ad7",
-                "sha256:c0502c0fadef0d23b128605d69b58edb2c681c25d44574fc673b0e52dce71ee2",
-                "sha256:c38c71df845e2aabb7fb0b920d11a1b5ac8526005e533a8920aea97efb8ec6a4",
-                "sha256:ce15b6d103daff8e9fee13cf7f0add05245a05d866e73926c358e871221eae87",
-                "sha256:d3029c340cfbb3ac0a71798100ccc13b97dddf373a4ae56b6a72cf70dfd53bc8",
-                "sha256:e512d8ef5ad7b898cdb2d8ee1cb09a8339e4f8be706d27eaa180c2f177248a10",
-                "sha256:e8e5b509d5c2ff12f8418006d5a90e9436766133b564db0abaec92fd27fcee29",
-                "sha256:ee54ff27bf0afaf4c3b3a62bcd016c12c3fdb4ec4f413391a90bd38bc3624605",
-                "sha256:fa4537fb4a98fe8fde99626e4681cc644bdcf2a795038533f9f711513a862ae6",
-                "sha256:fd45ff9293d9274c5008a2054ecef86a9bfe819a67c7be1afb65e69b405b3042"
+                "sha256:04f6b9749e335bb0d2f68c707f23bb1773c3fb6ecd10edf0f04df12a8920d468",
+                "sha256:08d74bfaa4c7731b8dac0a992c63673a2782758f7cfad34cf9c1b9184f911354",
+                "sha256:0fc1f8f06977c2d4f5e3d3f0d4a08089be783973fc6b6e278bde01f0544ff308",
+                "sha256:121f4b3185feaade3f85f70294aef3f777199e9b5c0c0245c774ae884b110a2d",
+                "sha256:1413b5022ed6ac0d504ba425ef02549a57d0f4276de58e3ab7e82437892704fc",
+                "sha256:1743345e30917e8c574f273f51679c294effba6ad372db1967852f12c76759d8",
+                "sha256:28fc475f560d8f67cc8767b94db4c9440210f6958495aeae70fac8faec631797",
+                "sha256:31a99a4796bf5aefc8351e98507b09e1b09115574f7c9dbb9cf2111f7220d2e2",
+                "sha256:328a1fad67445550b982caa2a2a850da5989fd6595e858f02d04636e7f8b0b13",
+                "sha256:473858730ef6d6ff7f7d5f19452184cd0caa062a20047f6d6f3e135a4648865d",
+                "sha256:4cde065ab33bcaab774d84096fae266d9301d1a2f5519d7bd58fc55274afbf7a",
+                "sha256:5f6a808044faae658f546dd5f525e921de9fa409de7a5570865467f03a626fc0",
+                "sha256:610b690b406653c84b7cb6091facb3033500ee81089867ee7d59e675f9ca2b73",
+                "sha256:66256b6391c057305e5ae9209941ef63c33a476b73772ca967d4a2df70520ec1",
+                "sha256:6eebf512aa90751d5ef6a7c2ac9d60113f32e86e5687326a50d7686e309f66ed",
+                "sha256:79aef6b5cd41feff359acaf98e040844613ff5298d0d19c455b3d9ae0bc8c35a",
+                "sha256:808ee5834e06f57978da3e003ad9d6292de69d2bf6263662a1a8ae30788e080b",
+                "sha256:8e44769068d33e0ea6ccdf4b84d80c5afffe5207aa4d1881a629cf0ef3ec398f",
+                "sha256:999ad08220467b6ad4bd3dd34e65329dd5d0df9b31e47106105e407954965256",
+                "sha256:9b006628fe43aa69259ec04ca258d88ed19b64791693df59c422b607b6ece8bb",
+                "sha256:9d05ad5367c90814099000442b2125535e9d77581855b9bee8780f1b41f2b1a2",
+                "sha256:a577a21de2ef8059b58f79ff76a4da81c45a75fe0bfb09bc8b7bb4293fa18983",
+                "sha256:a617593aeacc7a691cc4af4a4410031654f2909053bd8c8e7db837f179a630eb",
+                "sha256:abb48494d88e8a82601af905143e0de838c776c1241d92021e9256d5515b3645",
+                "sha256:ac88856a8cbccfc14f1b2d0b829af354cc1743cb375e7f04251ae73b2af6adf8",
+                "sha256:b4c220a1fe0d2c622493b0a1fd48f8f991998fb447d3cd368033a4b86cf1127a",
+                "sha256:b844fb09bd9936ed158ff9df0ab601e2045b316b17aa8b931857365ea8586906",
+                "sha256:bdc178caebd0f338d57ae445ef8e9b737ddf8fbc3ea187603f65aec5b041248f",
+                "sha256:c206587c83e795d417ed3adc8453a791f6d36b67c81416676cad053b4104152c",
+                "sha256:c61dcc1cf9fd165127a2853e2c31eb4fb961a4f26b394ac9fe5669c7a6592892",
+                "sha256:c7cb4c512d2d3b0870e00fbbac2f291d4b4bf2634d59a31176a87afe2777c6f0",
+                "sha256:d4a332404baa6665b54e5d283b4262f41f2103c255897084ec8f5487ce7b9e8e",
+                "sha256:d5111d4c843d80202e62b4fdbb4920db1dcee4f9366d6b03294f45ed7b18b42e",
+                "sha256:e1e8406b895aba6caa63d9fd1b6b1700d7e4825f78ccb1e5260551d168db38ed",
+                "sha256:e8690ed94481f219a7a967c118abaf71ccc440f69acd583cab721b90eeedb77c",
+                "sha256:ed283ab3a01d8b53de3a05bfdf4473ae24e43caee7dcb5584e86f3f3e5ab4374",
+                "sha256:ed4b50355b066796dacdd1cf538f2ce57275d001838f9b132fab80b75e8c84dd",
+                "sha256:ee329d0387b5b41a5dddbb6243a21cb7896587a651bebb957e2d2bb8b63c0791",
+                "sha256:f3bf1bc02bc421047bfec3343729c4bbbea42605bcfd6d6bfe2c07ade8b12d2a",
+                "sha256:f585cbbeecb35f35609edccb95efd95a3e35824cd7752b586503f7e6087303f1",
+                "sha256:f60667673ff9c249709160529ab39667d1ae9fd38634e006bec95611f632e759"
             ],
             "index": "pypi",
-            "version": "==2021.4.4"
+            "version": "==2021.8.28"
         },
         "requests": {
             "hashes": [
-                "sha256:27973dd4a904a4f13b263a19c866c13b92a39ed1c964655f025f3f8d3d75b804",
-                "sha256:c210084e36a42ae6b9219e00e48287def368a26d03a048ddad7bfee44f75871e"
+                "sha256:6c1246513ecd5ecd4528a0906f910e8f0f9c6b8ec72030dc9fd154dc1a6efd24",
+                "sha256:b8aa58f8cf793ffd8782d3d8cb19e66ef36f7aba4353eec859e74678b01b07a7"
             ],
             "index": "pypi",
-            "version": "==2.25.1"
+            "version": "==2.26.0"
         },
         "six": {
             "hashes": [
@@ -207,19 +223,19 @@
         },
         "unidecode": {
             "hashes": [
-                "sha256:12435ef2fc4cdfd9cf1035a1db7e98b6b047fe591892e81f34e94959591fad00",
-                "sha256:8d73a97d387a956922344f6b74243c2c6771594659778744b2dbdaad8f6b727d"
+                "sha256:5f58926b9125b499f8ab6816828e737578fa3e31fa24d351a3ab7f4b7c064ab0",
+                "sha256:6efac090bf8f29970afc90caf4daae87b172709b786cb1b4da2d0c0624431ecc"
             ],
             "index": "pypi",
-            "version": "==1.2.0"
+            "version": "==1.3.1"
         },
         "urllib3": {
             "hashes": [
-                "sha256:753a0374df26658f99d826cfe40394a686d05985786d946fbe4165b5148f5a7c",
-                "sha256:a7acd0977125325f516bda9735fa7142b909a8d01e8b2e4c8108d0984e6e0098"
+                "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4",
+                "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
-            "version": "==1.26.5"
+            "version": "==1.26.6"
         },
         "wcwidth": {
             "hashes": [
@@ -230,11 +246,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:3607921face881ba3e026887d8150cca609d517579abe052ac81fc5aeffdbd76",
-                "sha256:51cb66cc54621609dd593d1787f286ee42a5c0adbb4b29abea5a63edc3e03098"
+                "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3",
+                "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==3.4.1"
+            "version": "==3.5.0"
         },
         "zstandard": {
             "hashes": [
@@ -294,11 +310,11 @@
     "develop": {
         "astroid": {
             "hashes": [
-                "sha256:4db03ab5fc3340cf619dbc25e42c2cc3755154ce6009469766d7143d1fc2ee4e",
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         "attrs": {
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@@ -317,11 +333,11 @@
         },
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+            "markers": "python_version >= '3.6'",
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@@ -332,65 +348,61 @@
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@@ -401,9 +413,6 @@
             "version": "==0.4.4"
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@@ -463,29 +472,34 @@
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@@ -497,11 +511,11 @@
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@@ -520,26 +534,19 @@
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+            "version": "==5.9.3"
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@@ -551,19 +558,19 @@
         },
         "jeepney": {
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-                "sha256:aec56c0eb1691a841795111e184e13cad504f7703b9a64f63020816afa79a8ae"
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-            "version": "==0.6.0"
+            "version": "==0.7.1"
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-            "version": "==23.0.1"
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@@ -595,11 +602,11 @@
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@@ -610,31 +617,33 @@
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@@ -645,11 +654,11 @@
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-            "version": "==20.9"
+            "markers": "python_version >= '3.6'",
+            "version": "==21.0"
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@@ -676,26 +685,34 @@
         },
         "pkginfo": {
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+            "version": "==1.7.1"
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+            "markers": "python_version >= '3.6'",
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         "pluggy": {
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.13.1"
+            "markers": "python_version >= '3.6'",
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-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==3.0.18"
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==3.0.20"
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         "ptyprocess": {
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@@ -722,19 +739,19 @@
         },
         "pygments": {
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-            "version": "==2.9.0"
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         "pylint": {
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@@ -746,19 +763,19 @@
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         "pytest": {
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@@ -769,11 +786,11 @@
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@@ -815,78 +832,43 @@
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-                "sha256:dde816ca9dac1d9c01dd504ea5967821606f02e510438120091b84e852367428",
-                "sha256:f2362f3cb0f3172c42938946dbc5b7843c2a28aec307c49100c8b38764eb6927",
-                "sha256:f328adcfebed9f11301eaedfa48e15bdece9b519fb27e6a8c01aa52a17ec31b3",
-                "sha256:f8afcf15cc511ada719a88e013cec87c11aff7b91f019295eb4530f96fe5ef2f",
-                "sha256:fb1bbeac803adea29cedd70781399c99138358c26d05fcbd23c13016b7f5ec65"
-            ],
-            "version": "==1.4.3"
+            "version": "==3.4.2"
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:0ac0f89795dd19de6b97debb0c6af1c70987fd80a2d62d1958f7e56fcc31b497",
-                "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342",
-                "sha256:779383f6086d90c99ae41cf0ff39aac8a7937a9283ce0a414e5dd782f4c94a84"
+                "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e",
+                "sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7",
+                "sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34"
             ],
-            "version": "==3.10.0.0"
+            "version": "==3.10.0.2"
         },
         "urllib3": {
             "hashes": [
-                "sha256:753a0374df26658f99d826cfe40394a686d05985786d946fbe4165b5148f5a7c",
-                "sha256:a7acd0977125325f516bda9735fa7142b909a8d01e8b2e4c8108d0984e6e0098"
+                "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4",
+                "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
-            "version": "==1.26.5"
+            "version": "==1.26.6"
         },
         "wcwidth": {
             "hashes": [
@@ -926,11 +908,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:3607921face881ba3e026887d8150cca609d517579abe052ac81fc5aeffdbd76",
-                "sha256:51cb66cc54621609dd593d1787f286ee42a5c0adbb4b29abea5a63edc3e03098"
+                "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3",
+                "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==3.4.1"
+            "version": "==3.5.0"
         }
     }
 }
diff --git a/fuzzycat/cluster.py b/fuzzycat/cluster.py
index 542284c..7994be7 100644
--- a/fuzzycat/cluster.py
+++ b/fuzzycat/cluster.py
@@ -71,7 +71,7 @@ import unicodedata
 from dataclasses import dataclass
 from typing import IO, Any, Callable, Dict, Generator, List, Optional, Tuple
 
-import fuzzy
+import jellyfish
 import regex
 import zstandard
 
@@ -122,7 +122,7 @@ def release_key_title_nysiis(doc: KeyDoc) -> Tuple[str, str]:
     Use NYSIIS New York State Identification and Intelligence System.
     """
     ident, title = release_key_title(doc)
-    return (ident, fuzzy.nysiis(title))
+    return (ident, jellyfish.nysiis(title))
 
 
 # from http://zderadicka.eu/removing-diacritics-marks-from-strings/
diff --git a/setup.py b/setup.py
index 47a6482..3cd7301 100644
--- a/setup.py
+++ b/setup.py
@@ -26,18 +26,18 @@ with open("README.md", "r") as fh:
             "fuzzycat=fuzzycat:__main__"
         ]},
         install_requires=[
-            "Fuzzy",
+            "dynaconf>=1",
             "elasticsearch",
             "elasticsearch-dsl",
             "fatcat-openapi-client", # https://pypi.org/project/fatcat-openapi-client/
             "ftfy",
             "glom",
+            "jellyfish",
             "regex",
             "requests",
             "toml",
             "unidecode>=0.10",
             "zstandard",
-            "dynaconf>=1",
         ],
         extras_require={"dev": [
             "ipython",