update deps

2 files changed, 325 insertions, 1 deletions

diff --git a/Pipfile b/Pipfile
index e589981..c3606c8 100644
--- a/Pipfile
+++ b/Pipfile
@@ -20,6 +20,9 @@ orjson = "*"
 # cf. https://github.com/pypa/pipenv/issues/4476
 importlib-metadata = "==1.7.0"
 pydantic = "*"
+tokenizers = "*"
+spacy = "*"
+nltk = "*"
 
 [requires]
 python_version = "3.7"
diff --git a/Pipfile.lock b/Pipfile.lock
index 8f6741a..58e4c19 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e27e91047a03ee11a86f90f088da6a1164f93d87330d0a437c0920453bf6f724"
+            "sha256": "7ce35e56370b80894729da758bbf6a95964dd8566796399a76c2361ed3408759"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -16,6 +16,35 @@
         ]
     },
     "default": {
+        "blis": {
+            "hashes": [
+                "sha256:00473602629ba69fe6565108e21957e918cb48b59f5bf2f6bfb6e04de42500cb",
+                "sha256:03c368c9716ca814c436550a5f1e02ccf74850e613602519e3941d212e5aa177",
+                "sha256:135450caabc8aea9bb9250329ebdf7189982d9b57d5c92789b2ba2fe52c247a7",
+                "sha256:1402d9cbb0fbc21b749dd5b87d7ee14249e74a0ca38be6ecc56b3b356fca2f21",
+                "sha256:26b16d6005bb2671699831b5cc699905215d1abde1ec5c1d04de7dcd9eb29f75",
+                "sha256:3347a4b1b7d3ae14476aac9a6f7bf8ebf464863f4ebf4aea228874a7694ea240",
+                "sha256:38fe877a4b52e762f5e137a412e3c256545a696a12ae8c40d67b8815d2bb5097",
+                "sha256:4fb89c47ee06b58a4410a16fd5794847517262c9d2a342643475b477dfeff0a4",
+                "sha256:77a6486b9794af01bcdfd1bc6e067c93add4b93292e6f95bf6e5ce7f98bf0163",
+                "sha256:856142a11e37fd2c47c5006a3197e157bb8469a491a73d2d442223dd3279df84",
+                "sha256:8aeaf6954351593a1e412f80e398aa51df588d3c0de74b9f3323b694c603381b",
+                "sha256:9ede123065f3cacb109967755b3d83d4ca0de90643a9058129a6ab2d4051954f",
+                "sha256:d1d59faebc1c94f8f4f77154ef4b9d6d40364b111cf8fde48ee3b524c85f1075",
+                "sha256:d69257d317e86f34a7f230a2fd1f021fd2a1b944137f40d8cdbb23bd334cd0c4",
+                "sha256:ddd732c5274d1082fa92e2c42317587d5ebabce7741ca98120f69bd45d004b99",
+                "sha256:f0b0dad4d6268d9dba0a65a9db12dd7a2d8686b648399e4aa1aec7550697e99e"
+            ],
+            "version": "==0.4.1"
+        },
+        "catalogue": {
+            "hashes": [
+                "sha256:584d78e7f4c3c6e2fd498eb56dfc8ef1f4ff738480237de2ccd26cbe2cf47172",
+                "sha256:d74d1d856c6b36a37bf14aa6dbbc27d0582667b7ab979a6108e61a575e8723f5"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.0.0"
+        },
         "certifi": {
             "hashes": [
                 "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3",
@@ -23,6 +52,39 @@
             ],
             "version": "==2020.6.20"
         },
+        "chardet": {
+            "hashes": [
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+            ],
+            "version": "==3.0.4"
+        },
+        "click": {
+            "hashes": [
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==7.1.2"
+        },
+        "cymem": {
+            "hashes": [
+                "sha256:02c3994ee57003dd57d9a34417beb9597e51176e9378a757344347b72510ce8d",
+                "sha256:0f169ee07f30c2674ca811693cb13857e236dd7f92b4bc47b0f2bb201e27cc93",
+                "sha256:2baabeb408e4aaa0f51d7f6d8c53dd05f56decf34fb3f1f3180abe8755815890",
+                "sha256:2d40dfa4b4edf64541192966c67c2706e5058a9c6ce0bdc356e4d6ef1935c9ae",
+                "sha256:45b01ee36ce15aab6df041b4128de38016e3934274b934c44fec43de5100b64c",
+                "sha256:58f49a51bd8b76b260f38f8274ec2e4613c328423e0b543a503834de32dfa3c4",
+                "sha256:60b5d969f305a7598d86f34c93c37eb52b3388681e70b98081864f0f185da768",
+                "sha256:65e5759179b311b8350b82b29744324366e270f96095b16a8e249c73c3f9273f",
+                "sha256:7bb5791fde8dffa02005f158f5c98d64962adaf8501dac7a9b8156b8767c9a34",
+                "sha256:a61684d01a1413049e9874e073c9577d406d866eabe0d167c5ee15bbeae090a6",
+                "sha256:a61a4702dcc50ebd31fb86a90d1aba5526245af592d756c39c63d58d53360afc",
+                "sha256:ae283889f6f0036fb34d12358fe052d4ea9f5724f05177317f33f302f304b47c",
+                "sha256:f8f280f0aef46d32655b1b24ff049bea83b63365604b6c2decb112b44ed851fe"
+            ],
+            "version": "==2.0.4"
+        },
         "elasticsearch": {
             "hashes": [
                 "sha256:5e08776fbb30c6e92408c7fa8c37d939210d291475ae2f364f0497975918b6fe",
@@ -49,6 +111,14 @@
             "editable": true,
             "path": "."
         },
+        "idna": {
+            "hashes": [
+                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
+                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.10"
+        },
         "importlib-metadata": {
             "hashes": [
                 "sha256:90bb658cdbbf6d1735b6341ce708fc7024a3e14e99ffdc5783edea9f9b077f83",
@@ -57,6 +127,83 @@
             "index": "pypi",
             "version": "==1.7.0"
         },
+        "joblib": {
+            "hashes": [
+                "sha256:698c311779f347cf6b7e6b8a39bb682277b8ee4aba8cf9507bc0cf4cd4737b72",
+                "sha256:9e284edd6be6b71883a63c9b7f124738a3c16195513ad940eae7e3438de885d5"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.17.0"
+        },
+        "murmurhash": {
+            "hashes": [
+                "sha256:01f1aefaeaa8abf5ad102064bdbb7c1a2542240b105c0a13ee0cc81aea3dc081",
+                "sha256:2290e509ecbb8e79903e7859d9ec57b26f2019a8ffcaefab56862aa05f09e481",
+                "sha256:3736e65a926e4093e2adb9397394fb01b193b37b93b8a3eb16053401dea36840",
+                "sha256:40172b79dcccbf36f861429102df4bdb16e22dc14aecfe8c83fd414d92787516",
+                "sha256:422084ac1fe994cb7c893689c600923dee4e2c3fc74e832f7d9a8d6fdcc362d5",
+                "sha256:64bdc91f13cbe24f5f631e82d3c1a8f621ee7a8ce4965cb4a50a29ab6363fa95",
+                "sha256:7cfeaf95bc2e9192b9f4d44a71ad117462578cb021c441fc8938cc809e518a0f",
+                "sha256:81998ffd671164e9c4bc48cba61d912c1cb6555226177985045b8c9845772817",
+                "sha256:9086d0589b6afe24601c1d3e8eb55d9705fdb3d86c24fdfd97a85a3063274edf",
+                "sha256:92145fb1f3ae037c7a3b192ef1beca69c66389fca1e48ca35da56cae899a6e9f",
+                "sha256:9ae4a4e27cbfbc777cbf88ce863c8dc4ee3d9a6081a9a6a579592e25ebd874a5",
+                "sha256:aebeb840c68af1998cb94dcae213fed3f62041cf21e9adfe41288a482a2a8f35",
+                "sha256:bf8edbbad46a27fd32f44a7dec287cc012ce14c36eafba2e6c46564bfc3bfbb5",
+                "sha256:bfc0c9cf921045e001fe4fab32c77cf8a8c4f94fb1445d348df7d7ec862bb3ee",
+                "sha256:c580e2df61bc9bdcd709edb01139070218071ae4768f4f7e81f6df773e1578aa",
+                "sha256:ce523418041baac542aaf48612d6fb47be3e14dffdc1273ce32197a1be565369",
+                "sha256:de421d1e615d7c6560b3bfa447487bb6cd413ec94a7430b8a5c465abea795f8a"
+            ],
+            "version": "==1.0.4"
+        },
+        "nltk": {
+            "hashes": [
+                "sha256:845365449cd8c5f9731f7cb9f8bd6fd0767553b9d53af9eb1b3abf7700936b35"
+            ],
+            "index": "pypi",
+            "version": "==3.5"
+        },
+        "numpy": {
+            "hashes": [
+                "sha256:08308c38e44cc926bdfce99498b21eec1f848d24c302519e64203a8da99a97db",
+                "sha256:09c12096d843b90eafd01ea1b3307e78ddd47a55855ad402b157b6c4862197ce",
+                "sha256:13d166f77d6dc02c0a73c1101dd87fdf01339febec1030bd810dcd53fff3b0f1",
+                "sha256:141ec3a3300ab89c7f2b0775289954d193cc8edb621ea05f99db9cb181530512",
+                "sha256:16c1b388cc31a9baa06d91a19366fb99ddbe1c7b205293ed072211ee5bac1ed2",
+                "sha256:18bed2bcb39e3f758296584337966e68d2d5ba6aab7e038688ad53c8f889f757",
+                "sha256:1aeef46a13e51931c0b1cf8ae1168b4a55ecd282e6688fdb0a948cc5a1d5afb9",
+                "sha256:27d3f3b9e3406579a8af3a9f262f5339005dd25e0ecf3cf1559ff8a49ed5cbf2",
+                "sha256:2a2740aa9733d2e5b2dfb33639d98a64c3b0f24765fed86b0fd2aec07f6a0a08",
+                "sha256:4377e10b874e653fe96985c05feed2225c912e328c8a26541f7fc600fb9c637b",
+                "sha256:448ebb1b3bf64c0267d6b09a7cba26b5ae61b6d2dbabff7c91b660c7eccf2bdb",
+                "sha256:50e86c076611212ca62e5a59f518edafe0c0730f7d9195fec718da1a5c2bb1fc",
+                "sha256:5734bdc0342aba9dfc6f04920988140fb41234db42381cf7ccba64169f9fe7ac",
+                "sha256:64324f64f90a9e4ef732be0928be853eee378fd6a01be21a0a8469c4f2682c83",
+                "sha256:6ae6c680f3ebf1cf7ad1d7748868b39d9f900836df774c453c11c5440bc15b36",
+                "sha256:6d7593a705d662be5bfe24111af14763016765f43cb6923ed86223f965f52387",
+                "sha256:8cac8790a6b1ddf88640a9267ee67b1aee7a57dfa2d2dd33999d080bc8ee3a0f",
+                "sha256:8ece138c3a16db8c1ad38f52eb32be6086cc72f403150a79336eb2045723a1ad",
+                "sha256:9eeb7d1d04b117ac0d38719915ae169aa6b61fca227b0b7d198d43728f0c879c",
+                "sha256:a09f98011236a419ee3f49cedc9ef27d7a1651df07810ae430a6b06576e0b414",
+                "sha256:a5d897c14513590a85774180be713f692df6fa8ecf6483e561a6d47309566f37",
+                "sha256:ad6f2ff5b1989a4899bf89800a671d71b1612e5ff40866d1f4d8bcf48d4e5764",
+                "sha256:c42c4b73121caf0ed6cd795512c9c09c52a7287b04d105d112068c1736d7c753",
+                "sha256:cb1017eec5257e9ac6209ac172058c430e834d5d2bc21961dceeb79d111e5909",
+                "sha256:d6c7bb82883680e168b55b49c70af29b84b84abb161cbac2800e8fcb6f2109b6",
+                "sha256:e452dc66e08a4ce642a961f134814258a082832c78c90351b75c41ad16f79f63",
+                "sha256:e5b6ed0f0b42317050c88022349d994fe72bfe35f5908617512cd8c8ef9da2a9",
+                "sha256:e9b30d4bd69498fc0c3fe9db5f62fffbb06b8eb9321f92cc970f2969be5e3949",
+                "sha256:ec149b90019852266fec2341ce1db513b843e496d5a8e8cdb5ced1923a92faab",
+                "sha256:edb01671b3caae1ca00881686003d16c2209e07b7ef8b7639f1867852b948f7c",
+                "sha256:f0d3929fe88ee1c155129ecd82f981b8856c5d97bcb0d5f23e9b4242e79d1de3",
+                "sha256:f29454410db6ef8126c83bd3c968d143304633d45dc57b51252afbd79d700893",
+                "sha256:fe45becb4c2f72a0907c1d0246ea6449fe7a9e2293bb0e11c4e9a32bb0930a15",
+                "sha256:fedbd128668ead37f33917820b704784aff695e0019309ad446a6d0b065b57e4"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.19.4"
+        },
         "orjson": {
             "hashes": [
                 "sha256:10c8abeb66db256fe36c4e2d38184fa1b38886594a2632f10a57fe3a40f905ef",
@@ -80,6 +227,35 @@
             "index": "pypi",
             "version": "==3.4.3"
         },
+        "plac": {
+            "hashes": [
+                "sha256:398cb947c60c4c25e275e1f1dadf027e7096858fb260b8ece3b33bcff90d985f",
+                "sha256:487e553017d419f35add346c4c09707e52fa53f7e7181ce1098ca27620e9ceee"
+            ],
+            "version": "==1.1.3"
+        },
+        "preshed": {
+            "hashes": [
+                "sha256:13a779205d55ce323976ac06df597f9ec2d6f0563ebcf5652176cf4520c7d540",
+                "sha256:13de7525696fb7b1ab5d0dabca3cef49e17a49e662b9f651549ae2d953c3ad35",
+                "sha256:15beb09341daab611fa3db79db7f0bcc7b2efdc5a99f417a6903e3d9d68a92db",
+                "sha256:1df1b4452cbf4b8a36475e3025d2cfc3d44d1e1c5305163e119442a331b173ae",
+                "sha256:496edf5de0065481272914f02173d80dc80d6dccf2372af67d8d62b415ac3aa9",
+                "sha256:4e71b88ae027bd23d40f4f7b3e73d93479346abfec78cadea312d11d610e90f9",
+                "sha256:606516fd7166ac42406d1b54941aa2b443f4fa1eee11edfa37d9646ac36010a1",
+                "sha256:6dd33a8d88cbe77ef5592366891c491462225b7cb66499e35d63e4f9900e16ff",
+                "sha256:717b76ebbda8dd458f0f345f514fb9b62a1507352555a00b9332eb54cc4f35d4",
+                "sha256:8604bd028e94539061441cef926293efcdd9fd0b7a1f5bc4ac3cdb6400c83a9b",
+                "sha256:9c04c80314423e18fcfb1a7198c98bb8885d3b843546561be96cba45d8d17ad1",
+                "sha256:a11cb04a47cc1ff08765a8cd2ee1849e49970dda85c73c2a72f7e130ba6073ba",
+                "sha256:c777b7603755e9cca67067d4382bde8ba01221e3f6b06f65ba832fc6135258d9",
+                "sha256:cbf3d38278fb6d20dd67e624651e296d0c734c4107f1c1a67c97ee578ce6e813",
+                "sha256:dbbf660802ce87bcff683e89297dbf52a83ea260b94ec56ef1c2996bf967ad1a",
+                "sha256:eb4cd05415ce15a483eb2526304df4f98a17aea6ba80564fcdbf55f718f661a0",
+                "sha256:f415f994f422125d7c5a4718a3e4f57f0dfe0bde719799c5128761ab90b1f3b6"
+            ],
+            "version": "==3.0.4"
+        },
         "pydantic": {
             "hashes": [
                 "sha256:01f0291f4951580f320f7ae3f2ecaf0044cdebcc9b45c5f882a7e84453362420",
@@ -108,6 +284,136 @@
             "index": "pypi",
             "version": "==1.7.2"
         },
+        "regex": {
+            "hashes": [
+                "sha256:03855ee22980c3e4863dc84c42d6d2901133362db5daf4c36b710dd895d78f0a",
+                "sha256:06b52815d4ad38d6524666e0d50fe9173533c9cc145a5779b89733284e6f688f",
+                "sha256:11116d424734fe356d8777f89d625f0df783251ada95d6261b4c36ad27a394bb",
+                "sha256:119e0355dbdd4cf593b17f2fc5dbd4aec2b8899d0057e4957ba92f941f704bf5",
+                "sha256:127a9e0c0d91af572fbb9e56d00a504dbd4c65e574ddda3d45b55722462210de",
+                "sha256:1ec66700a10e3c75f1f92cbde36cca0d3aaee4c73dfa26699495a3a30b09093c",
+                "sha256:227a8d2e5282c2b8346e7f68aa759e0331a0b4a890b55a5cfbb28bd0261b84c0",
+                "sha256:2564def9ce0710d510b1fc7e5178ce2d20f75571f788b5197b3c8134c366f50c",
+                "sha256:297116e79074ec2a2f885d22db00ce6e88b15f75162c5e8b38f66ea734e73c64",
+                "sha256:2dc522e25e57e88b4980d2bdd334825dbf6fa55f28a922fc3bfa60cc09e5ef53",
+                "sha256:3a5f08039eee9ea195a89e180c5762bfb55258bfb9abb61a20d3abee3b37fd12",
+                "sha256:3dfca201fa6b326239e1bccb00b915e058707028809b8ecc0cf6819ad233a740",
+                "sha256:49461446b783945597c4076aea3f49aee4b4ce922bd241e4fcf62a3e7c61794c",
+                "sha256:4afa350f162551cf402bfa3cd8302165c8e03e689c897d185f16a167328cc6dd",
+                "sha256:4b5a9bcb56cc146c3932c648603b24514447eafa6ce9295234767bf92f69b504",
+                "sha256:52e83a5f28acd621ba8e71c2b816f6541af7144b69cc5859d17da76c436a5427",
+                "sha256:625116aca6c4b57c56ea3d70369cacc4d62fead4930f8329d242e4fe7a58ce4b",
+                "sha256:654c1635f2313d0843028487db2191530bca45af61ca85d0b16555c399625b0e",
+                "sha256:8092a5a06ad9a7a247f2a76ace121183dc4e1a84c259cf9c2ce3bbb69fac3582",
+                "sha256:832339223b9ce56b7b15168e691ae654d345ac1635eeb367ade9ecfe0e66bee0",
+                "sha256:8ca9dca965bd86ea3631b975d63b0693566d3cc347e55786d5514988b6f5b84c",
+                "sha256:96f99219dddb33e235a37283306834700b63170d7bb2a1ee17e41c6d589c8eb9",
+                "sha256:9b6305295b6591e45f069d3553c54d50cc47629eb5c218aac99e0f7fafbf90a1",
+                "sha256:a62162be05edf64f819925ea88d09d18b09bebf20971b363ce0c24e8b4aa14c0",
+                "sha256:aacc8623ffe7999a97935eeabbd24b1ae701d08ea8f874a6ff050e93c3e658cf",
+                "sha256:b45bab9f224de276b7bc916f6306b86283f6aa8afe7ed4133423efb42015a898",
+                "sha256:b88fa3b8a3469f22b4f13d045d9bd3eda797aa4e406fde0a2644bc92bbdd4bdd",
+                "sha256:b8a686a6c98872007aa41fdbb2e86dc03b287d951ff4a7f1da77fb7f14113e4d",
+                "sha256:bd904c0dec29bbd0769887a816657491721d5f545c29e30fd9d7a1a275dc80ab",
+                "sha256:bf4f896c42c63d1f22039ad57de2644c72587756c0cfb3cc3b7530cfe228277f",
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@@ -116,6 +422,14 @@
             "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
         },
+        "tqdm": {
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+            "version": "==4.51.0"
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@@ -131,6 +445,13 @@
             "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": "==1.25.11"
         },
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