2 files changed, 374 insertions, 261 deletions

diff --git a/python/Pipfile b/python/Pipfile
index 4c0977a1..0a33dff3 100644
--- a/python/Pipfile
+++ b/python/Pipfile
@@ -56,6 +56,7 @@ pathlib2 = "*"
 pycountry = "==19.8.18"
 tldextract = "*"
 toml = ">=0.10"
+fuzzycat = "==0.1.8"
 
 [requires]
 # We install Python 3.7 using a PPA (deadsnakes) on Internet Archive cluster
diff --git a/python/Pipfile.lock b/python/Pipfile.lock
index 9b1a5d15..9894ddb3 100644
--- a/python/Pipfile.lock
+++ b/python/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "b2e4ed259ddec6c4016e6857ec856146c0fb279b3d6a91d138c1611e9a591c3a"
+            "sha256": "ce27fb3fdb1fe62a6a5caaa93cd4bb3d8900c6b551035fd56e8769ef3c182b1d"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -16,6 +16,14 @@
         ]
     },
     "default": {
+        "attrs": {
+            "hashes": [
+                "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
+                "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==20.3.0"
+        },
         "authlib": {
             "hashes": [
                 "sha256:40728195efe915c96209a6a57ad6b5565a951bb469f01bd0c38ea13a0bac6c68",
@@ -26,11 +34,11 @@
         },
         "beautifulsoup4": {
             "hashes": [
-                "sha256:73cc4d115b96f79c7d77c1c7f7a0a8d4c57860d1041df407dd1aae7f07a77fd7",
-                "sha256:a6237df3c32ccfaee4fd201c8f5f9d9df619b93121d01353a64a73ce8c6ef9a8",
-                "sha256:e718f2342e2e099b640a34ab782407b7b676f47ee272d6739e60b8ea23829f2c"
+                "sha256:4c98143716ef1cb40bf7f39a8e3eec8f8b009509e74904ba3a7b315431577e35",
+                "sha256:84729e322ad1d5b4d25f805bfa05b902dd96450f43842c4e99067d5e1369eb25",
+                "sha256:fff47e031e34ec82bf17e00da8f592fe7de69aeea38be00523c04623c04fb666"
             ],
-            "version": "==4.9.1"
+            "version": "==4.9.3"
         },
         "blinker": {
             "hashes": [
@@ -38,6 +46,13 @@
             ],
             "version": "==1.4"
         },
+        "boltons": {
+            "hashes": [
+                "sha256:3dd8a8e3c1886e7f7ba3422b50f55a66e1700161bf01b919d098e7d96dd2d9b6",
+                "sha256:dd362291a460cc1e0c2e91cc6a60da3036ced77099b623112e8f833e6734bdc5"
+            ],
+            "version": "==20.2.1"
+        },
         "bs4": {
             "hashes": [
                 "sha256:36ecea1fd7cc5c0c6e4a1ff075df26d50da647b75376626cc186e2212886dd3a"
@@ -47,50 +62,59 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3",
-                "sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41"
+                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
+                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
             ],
-            "version": "==2020.6.20"
+            "version": "==2020.12.5"
         },
         "cffi": {
             "hashes": [
-                "sha256:267adcf6e68d77ba154334a3e4fc921b8e63cbb38ca00d33d40655d4228502bc",
-                "sha256:26f33e8f6a70c255767e3c3f957ccafc7f1f706b966e110b855bfe944511f1f9",
-                "sha256:3cd2c044517f38d1b577f05927fb9729d3396f1d44d0c659a445599e79519792",
-                "sha256:4a03416915b82b81af5502459a8a9dd62a3c299b295dcdf470877cb948d655f2",
-                "sha256:4ce1e995aeecf7cc32380bc11598bfdfa017d592259d5da00fc7ded11e61d022",
-                "sha256:4f53e4128c81ca3212ff4cf097c797ab44646a40b42ec02a891155cd7a2ba4d8",
-                "sha256:4fa72a52a906425416f41738728268072d5acfd48cbe7796af07a923236bcf96",
-                "sha256:66dd45eb9530e3dde8f7c009f84568bc7cac489b93d04ac86e3111fb46e470c2",
-                "sha256:6923d077d9ae9e8bacbdb1c07ae78405a9306c8fd1af13bfa06ca891095eb995",
-                "sha256:833401b15de1bb92791d7b6fb353d4af60dc688eaa521bd97203dcd2d124a7c1",
-                "sha256:8416ed88ddc057bab0526d4e4e9f3660f614ac2394b5e019a628cdfff3733849",
-                "sha256:892daa86384994fdf4856cb43c93f40cbe80f7f95bb5da94971b39c7f54b3a9c",
-                "sha256:98be759efdb5e5fa161e46d404f4e0ce388e72fbf7d9baf010aff16689e22abe",
-                "sha256:a6d28e7f14ecf3b2ad67c4f106841218c8ab12a0683b1528534a6c87d2307af3",
-                "sha256:b1d6ebc891607e71fd9da71688fcf332a6630b7f5b7f5549e6e631821c0e5d90",
-                "sha256:b2a2b0d276a136146e012154baefaea2758ef1f56ae9f4e01c612b0831e0bd2f",
-                "sha256:b87dfa9f10a470eee7f24234a37d1d5f51e5f5fa9eeffda7c282e2b8f5162eb1",
-                "sha256:bac0d6f7728a9cc3c1e06d4fcbac12aaa70e9379b3025b27ec1226f0e2d404cf",
-                "sha256:c991112622baee0ae4d55c008380c32ecfd0ad417bcd0417ba432e6ba7328caa",
-                "sha256:cda422d54ee7905bfc53ee6915ab68fe7b230cacf581110df4272ee10462aadc",
-                "sha256:d3148b6ba3923c5850ea197a91a42683f946dba7e8eb82dfa211ab7e708de939",
-                "sha256:d6033b4ffa34ef70f0b8086fd4c3df4bf801fee485a8a7d4519399818351aa8e",
-                "sha256:ddff0b2bd7edcc8c82d1adde6dbbf5e60d57ce985402541cd2985c27f7bec2a0",
-                "sha256:e23cb7f1d8e0f93addf0cae3c5b6f00324cccb4a7949ee558d7b6ca973ab8ae9",
-                "sha256:effd2ba52cee4ceff1a77f20d2a9f9bf8d50353c854a282b8760ac15b9833168",
-                "sha256:f90c2267101010de42f7273c94a1f026e56cbc043f9330acd8a80e64300aba33",
-                "sha256:f960375e9823ae6a07072ff7f8a85954e5a6434f97869f50d0e41649a1c8144f",
-                "sha256:fcf32bf76dc25e30ed793145a57426064520890d7c02866eb93d3e4abe516948"
-            ],
-            "version": "==1.14.1"
+                "sha256:00a1ba5e2e95684448de9b89888ccd02c98d512064b4cb987d48f4b40aa0421e",
+                "sha256:00e28066507bfc3fe865a31f325c8391a1ac2916219340f87dfad602c3e48e5d",
+                "sha256:045d792900a75e8b1e1b0ab6787dd733a8190ffcf80e8c8ceb2fb10a29ff238a",
+                "sha256:0638c3ae1a0edfb77c6765d487fee624d2b1ee1bdfeffc1f0b58c64d149e7eec",
+                "sha256:105abaf8a6075dc96c1fe5ae7aae073f4696f2905fde6aeada4c9d2926752362",
+                "sha256:155136b51fd733fa94e1c2ea5211dcd4c8879869008fc811648f16541bf99668",
+                "sha256:1a465cbe98a7fd391d47dce4b8f7e5b921e6cd805ef421d04f5f66ba8f06086c",
+                "sha256:1d2c4994f515e5b485fd6d3a73d05526aa0fcf248eb135996b088d25dfa1865b",
+                "sha256:2c24d61263f511551f740d1a065eb0212db1dbbbbd241db758f5244281590c06",
+                "sha256:51a8b381b16ddd370178a65360ebe15fbc1c71cf6f584613a7ea08bfad946698",
+                "sha256:594234691ac0e9b770aee9fcdb8fa02c22e43e5c619456efd0d6c2bf276f3eb2",
+                "sha256:5cf4be6c304ad0b6602f5c4e90e2f59b47653ac1ed9c662ed379fe48a8f26b0c",
+                "sha256:64081b3f8f6f3c3de6191ec89d7dc6c86a8a43911f7ecb422c60e90c70be41c7",
+                "sha256:6bc25fc545a6b3d57b5f8618e59fc13d3a3a68431e8ca5fd4c13241cd70d0009",
+                "sha256:798caa2a2384b1cbe8a2a139d80734c9db54f9cc155c99d7cc92441a23871c03",
+                "sha256:7c6b1dece89874d9541fc974917b631406233ea0440d0bdfbb8e03bf39a49b3b",
+                "sha256:840793c68105fe031f34d6a086eaea153a0cd5c491cde82a74b420edd0a2b909",
+                "sha256:8d6603078baf4e11edc4168a514c5ce5b3ba6e3e9c374298cb88437957960a53",
+                "sha256:9cc46bc107224ff5b6d04369e7c595acb700c3613ad7bcf2e2012f62ece80c35",
+                "sha256:9f7a31251289b2ab6d4012f6e83e58bc3b96bd151f5b5262467f4bb6b34a7c26",
+                "sha256:9ffb888f19d54a4d4dfd4b3f29bc2c16aa4972f1c2ab9c4ab09b8ab8685b9c2b",
+                "sha256:a5ed8c05548b54b998b9498753fb9cadbfd92ee88e884641377d8a8b291bcc01",
+                "sha256:a7711edca4dcef1a75257b50a2fbfe92a65187c47dab5a0f1b9b332c5919a3fb",
+                "sha256:af5c59122a011049aad5dd87424b8e65a80e4a6477419c0c1015f73fb5ea0293",
+                "sha256:b18e0a9ef57d2b41f5c68beefa32317d286c3d6ac0484efd10d6e07491bb95dd",
+                "sha256:b4e248d1087abf9f4c10f3c398896c87ce82a9856494a7155823eb45a892395d",
+                "sha256:ba4e9e0ae13fc41c6b23299545e5ef73055213e466bd107953e4a013a5ddd7e3",
+                "sha256:c6332685306b6417a91b1ff9fae889b3ba65c2292d64bd9245c093b1b284809d",
+                "sha256:d5ff0621c88ce83a28a10d2ce719b2ee85635e85c515f12bac99a95306da4b2e",
+                "sha256:d9efd8b7a3ef378dd61a1e77367f1924375befc2eba06168b6ebfa903a5e59ca",
+                "sha256:df5169c4396adc04f9b0a05f13c074df878b6052430e03f50e68adf3a57aa28d",
+                "sha256:ebb253464a5d0482b191274f1c8bf00e33f7e0b9c66405fbffc61ed2c839c775",
+                "sha256:ec80dc47f54e6e9a78181ce05feb71a0353854cc26999db963695f950b5fb375",
+                "sha256:f032b34669220030f905152045dfa27741ce1a6db3324a5bc0b96b6c7420c87b",
+                "sha256:f60567825f791c6f8a592f3c6e3bd93dd2934e3f9dac189308426bd76b00ef3b",
+                "sha256:f803eaa94c2fcda012c047e62bc7a51b0bdabda1cad7a92a522694ea2d76e49f"
+            ],
+            "version": "==1.14.4"
         },
         "chardet": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
+                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==4.0.0"
         },
         "citeproc-py": {
             "hashes": [
@@ -131,6 +155,7 @@
                 "sha256:9534cd2c0313df75b70eb4cf729382998970d97bbdda5cf3aef7081b855ccebe",
                 "sha256:99b13d0957a5967c85aee6138ef5f9acec90294267a549c5683744f20cf5d7b4",
                 "sha256:9a1c77291c1ac4b991aa0358f2f44636686eb8f52fb628502d30c312160a14e9",
+                "sha256:9ac812006000887f76c95b8a33a9f0b65845bf072fbc54a42a1acffd34e41120",
                 "sha256:9c47b8aacfe347bffd86bf75b98626718912b63df87f256dff1abc06a0355410",
                 "sha256:a116382ae67e0d6a54684bab4ee9b1be54e789d031a6e5e74c3edc657c79d23c",
                 "sha256:b1c89f3653385acc5da71570e03281f35ac6960367f2b2a426ae431deb1a1a35",
@@ -149,36 +174,31 @@
         },
         "cryptography": {
             "hashes": [
-                "sha256:0c608ff4d4adad9e39b5057de43657515c7da1ccb1807c3a27d4cf31fc923b4b",
-                "sha256:0cbfed8ea74631fe4de00630f4bb592dad564d57f73150d6f6796a24e76c76cd",
-                "sha256:124af7255ffc8e964d9ff26971b3a6153e1a8a220b9a685dc407976ecb27a06a",
-                "sha256:384d7c681b1ab904fff3400a6909261cae1d0939cc483a68bdedab282fb89a07",
-                "sha256:45741f5499150593178fc98d2c1a9c6722df88b99c821ad6ae298eff0ba1ae71",
-                "sha256:4b9303507254ccb1181d1803a2080a798910ba89b1a3c9f53639885c90f7a756",
-                "sha256:4d355f2aee4a29063c10164b032d9fa8a82e2c30768737a2fd56d256146ad559",
-                "sha256:51e40123083d2f946794f9fe4adeeee2922b581fa3602128ce85ff813d85b81f",
-                "sha256:8713ddb888119b0d2a1462357d5946b8911be01ddbf31451e1d07eaa5077a261",
-                "sha256:8e924dbc025206e97756e8903039662aa58aa9ba357d8e1d8fc29e3092322053",
-                "sha256:8ecef21ac982aa78309bb6f092d1677812927e8b5ef204a10c326fc29f1367e2",
-                "sha256:8ecf9400d0893836ff41b6f977a33972145a855b6efeb605b49ee273c5e6469f",
-                "sha256:9367d00e14dee8d02134c6c9524bb4bd39d4c162456343d07191e2a0b5ec8b3b",
-                "sha256:a09fd9c1cca9a46b6ad4bea0a1f86ab1de3c0c932364dbcf9a6c2a5eeb44fa77",
-                "sha256:ab49edd5bea8d8b39a44b3db618e4783ef84c19c8b47286bf05dfdb3efb01c83",
-                "sha256:bea0b0468f89cdea625bb3f692cd7a4222d80a6bdafd6fb923963f2b9da0e15f",
-                "sha256:bec7568c6970b865f2bcebbe84d547c52bb2abadf74cefce396ba07571109c67",
-                "sha256:ce82cc06588e5cbc2a7df3c8a9c778f2cb722f56835a23a68b5a7264726bb00c",
-                "sha256:dea0ba7fe6f9461d244679efa968d215ea1f989b9c1957d7f10c21e5c7c09ad6"
-            ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==3.0"
+                "sha256:0003a52a123602e1acee177dc90dd201f9bb1e73f24a070db7d36c588e8f5c7d",
+                "sha256:0e85aaae861d0485eb5a79d33226dd6248d2a9f133b81532c8f5aae37de10ff7",
+                "sha256:594a1db4511bc4d960571536abe21b4e5c3003e8750ab8365fafce71c5d86901",
+                "sha256:69e836c9e5ff4373ce6d3ab311c1a2eed274793083858d3cd4c7d12ce20d5f9c",
+                "sha256:788a3c9942df5e4371c199d10383f44a105d67d401fb4304178020142f020244",
+                "sha256:7e177e4bea2de937a584b13645cab32f25e3d96fc0bc4a4cf99c27dc77682be6",
+                "sha256:83d9d2dfec70364a74f4e7c70ad04d3ca2e6a08b703606993407bf46b97868c5",
+                "sha256:84ef7a0c10c24a7773163f917f1cb6b4444597efd505a8aed0a22e8c4780f27e",
+                "sha256:9e21301f7a1e7c03dbea73e8602905a4ebba641547a462b26dd03451e5769e7c",
+                "sha256:9f6b0492d111b43de5f70052e24c1f0951cb9e6022188ebcb1cc3a3d301469b0",
+                "sha256:a69bd3c68b98298f490e84519b954335154917eaab52cf582fa2c5c7efc6e812",
+                "sha256:b4890d5fb9b7a23e3bf8abf5a8a7da8e228f1e97dc96b30b95685df840b6914a",
+                "sha256:c366df0401d1ec4e548bebe8f91d55ebcc0ec3137900d214dd7aac8427ef3030",
+                "sha256:dc42f645f8f3a489c3dd416730a514e7a91a59510ddaadc09d04224c098d3302"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==3.3.1"
         },
         "dateparser": {
             "hashes": [
-                "sha256:7552c994f893b5cb8fcf103b4cd2ff7f57aab9bfd2619fdf0cf571c0740fd90b",
-                "sha256:e875efd8c57c85c2d02b238239878db59ff1971f5a823457fcc69e493bf6ebfa"
+                "sha256:159cc4e01a593706a15cd4e269a0b3345edf3aef8bf9278a57dac8adf5bf1e4a",
+                "sha256:17202df32c7a36e773136ff353aa3767e987f8b3e27374c39fd21a30a803d6f8"
             ],
             "index": "pypi",
-            "version": "==0.7.6"
+            "version": "==1.0.0"
         },
         "elasticsearch": {
             "hashes": [
@@ -196,10 +216,24 @@
             "index": "pypi",
             "version": "==6.4.0"
         },
+        "face": {
+            "hashes": [
+                "sha256:3790311a7329e4b0d90baee346eecad54b337629576edf3a246683a5f0d24446",
+                "sha256:7d59ca5ba341316e58cf72c6aff85cca2541cf5056c4af45cb63af9a814bed3e"
+            ],
+            "version": "==20.1.1"
+        },
         "fatcat-openapi-client": {
             "path": "./../python_openapi_client",
             "version": "==0.3.2"
         },
+        "filelock": {
+            "hashes": [
+                "sha256:18d82244ee114f543149c66a6e0c14e9c4f8a1044b5cdaadd0f82159d6a6ff59",
+                "sha256:929b7d63ec5b7d6b71b0fa5ac14e030b3f70b75747cef1b10da9b879fef15836"
+            ],
+            "version": "==3.0.12"
+        },
         "flask": {
             "hashes": [
                 "sha256:4efa1ae2d7c9865af48986de8aeb8504bf32c7f3d6fdc9353d34b21f4b127060",
@@ -269,6 +303,27 @@
             "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.18.2"
         },
+        "fuzzy": {
+            "hashes": [
+                "sha256:6b240e630235f183730b27fcb70fdd0d409bee2c3a4e7a964eeae093a28c4f38"
+            ],
+            "version": "==1.2.2"
+        },
+        "fuzzycat": {
+            "hashes": [
+                "sha256:10db412121d86532eba2136f7e79d9fa90ddada54cdf13f2db757175ac1a02c0",
+                "sha256:4bc290f5cd1dc78bc3241a386d5d1ecf96366ee8330618c78a7d026b9b9dc390"
+            ],
+            "index": "pypi",
+            "version": "==0.1.8"
+        },
+        "glom": {
+            "hashes": [
+                "sha256:54051072bccc9cdb3ebbd8af0559195137a61d308f04bff19678e4b61350eb12",
+                "sha256:566f723ecac64d8bd93b3c33fbfd4d5ea7cb2842b5286a19f48c66240408b55f"
+            ],
+            "version": "==20.11.0"
+        },
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@@ -318,40 +373,46 @@
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             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==4.5.2"
+            "version": "==4.6.2"
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         "markupsafe": {
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@@ -462,10 +523,10 @@
         },
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-            "version": "==2.6"
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@@ -481,6 +542,7 @@
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@@ -489,6 +551,7 @@
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@@ -507,11 +570,11 @@
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@@ -531,10 +594,10 @@
         },
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+            "version": "==2020.4"
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@@ -549,37 +612,57 @@
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@@ -614,11 +697,11 @@
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-                "sha256:a59dc181727e95d25f781f0eb4fd1825ff45590ec8ff49eadfd7f1a537cc0232"
+                "sha256:4bb21a6ee4707bf43b61230e80740e71bfe56e55d1f1f50924b087bb2975c851",
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-            "markers": "python_version >= '3.5'",
-            "version": "==2.0.1"
+            "markers": "python_version >= '3.0'",
+            "version": "==2.1"
         },
         "tabulate": {
             "hashes": [
@@ -629,19 +712,19 @@
         },
         "tldextract": {
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-                "sha256:16b2f7e81d89c2a5a914d25bdbddd3932c31a6b510db886c3ce0764a195c0ee7",
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-            "version": "==2.2.2"
+            "version": "==3.1.0"
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-                "sha256:bda89d5935c2eac546d648028b9901107a595863cb36bae0c73ac804a9b4ce88"
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-            "version": "==0.10.1"
+            "version": "==0.10.2"
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@@ -650,13 +733,20 @@
             ],
             "version": "==2.1"
         },
+        "unidecode": {
+            "hashes": [
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@@ -693,11 +783,11 @@
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@@ -708,57 +798,58 @@
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-            "version": "==5.2.1"
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@@ -769,11 +860,11 @@
         },
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@@ -785,19 +876,19 @@
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@@ -808,11 +899,11 @@
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@@ -858,19 +949,19 @@
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@@ -912,30 +1003,32 @@
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-            "version": "==2.8.5"
+            "version": "==2.8.6"
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@@ -946,11 +1039,11 @@
         },
         "py": {
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-                "sha256:9ca6883ce56b4e8da7e79ac18787889fa5206c79dcc67fb065376cd2fe03f342"
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-            "version": "==1.9.0"
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@@ -970,19 +1063,19 @@
         },
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-            "version": "==2.6.1"
+            "version": "==2.7.3"
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-                "sha256:d0ece7d223fe422088b0e8f13fa0a1e8eb745ebffcb8ed53d3e95394b6101a1c"
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@@ -1002,27 +1095,27 @@
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-            "version": "==2.10.0"
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-                "sha256:7122d55505d5ed5a6f3df940ad174b3f606ecae5e9bc379569cdcbd4cd9d2b83"
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-            "version": "==3.2.0"
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@@ -1033,19 +1126,19 @@
         },
         "requests": {
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-                "sha256:b3559a131db72c33ee969480840fff4bb6dd111de7dd27c8ee1f820f4f00231b",
-                "sha256:fe75cc94a9443b9246fc7049224f75604b113c36acb93f87b80ed42c44cbb898"
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-            "version": "==2.24.0"
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-                "sha256:af94d28cdfb48ded0ad82a5216616631543650f440334a693479b8991a6594a2"
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@@ -1057,53 +1150,72 @@
         },
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@@ -1120,11 +1232,11 @@
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-            "version": "==3.1.0"
+            "version": "==3.4.0"
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     }
 }