diff --git a/requirements-310.txt b/requirements-310.txt
index 517c3190..1ea4fbd2 100644
--- a/requirements-310.txt
+++ b/requirements-310.txt
@@ -78,40 +78,29 @@ mypy-extensions==0.4.3 \
     # via
     #   black
     #   mypy
-numpy==1.21.3 \
-    --hash=sha256:043e83bfc274649c82a6f09836943e4a4aebe5e33656271c7dbf9621dd58b8ec \
-    --hash=sha256:160ccc1bed3a8371bf0d760971f09bfe80a3e18646620e9ded0ad159d9749baa \
-    --hash=sha256:188031f833bbb623637e66006cf75e933e00e7231f67e2b45cf8189612bb5dc3 \
-    --hash=sha256:28f15209fb535dd4c504a7762d3bc440779b0e37d50ed810ced209e5cea60d96 \
-    --hash=sha256:29fb3dcd0468b7715f8ce2c0c2d9bbbaf5ae686334951343a41bd8d155c6ea27 \
-    --hash=sha256:2a6ee9620061b2a722749b391c0d80a0e2ae97290f1b32e28d5a362e21941ee4 \
-    --hash=sha256:300321e3985c968e3ae7fbda187237b225f3ffe6528395a5b7a5407f73cf093e \
-    --hash=sha256:32437f0b275c1d09d9c3add782516413e98cd7c09e6baf4715cbce781fc29912 \
-    --hash=sha256:3c09418a14471c7ae69ba682e2428cae5b4420a766659605566c0fa6987f6b7e \
-    --hash=sha256:49c6249260890e05b8111ebfc391ed58b3cb4b33e63197b2ec7f776e45330721 \
-    --hash=sha256:4cc9b512e9fb590797474f58b7f6d1f1b654b3a94f4fa8558b48ca8b3cfc97cf \
-    --hash=sha256:508b0b513fa1266875524ba8a9ecc27b02ad771fe1704a16314dc1a816a68737 \
-    --hash=sha256:50cd26b0cf6664cb3b3dd161ba0a09c9c1343db064e7c69f9f8b551f5104d654 \
-    --hash=sha256:5c4193f70f8069550a1788bd0cd3268ab7d3a2b70583dfe3b2e7f421e9aace06 \
-    --hash=sha256:5dfe9d6a4c39b8b6edd7990091fea4f852888e41919d0e6722fe78dd421db0eb \
-    --hash=sha256:63571bb7897a584ca3249c86dd01c10bcb5fe4296e3568b2e9c1a55356b6410e \
-    --hash=sha256:75621882d2230ab77fb6a03d4cbccd2038511491076e7964ef87306623aa5272 \
-    --hash=sha256:75eb7cadc8da49302f5b659d40ba4f6d94d5045fbd9569c9d058e77b0514c9e4 \
-    --hash=sha256:88a5d6b268e9ad18f3533e184744acdaa2e913b13148160b1152300c949bbb5f \
-    --hash=sha256:8a10968963640e75cc0193e1847616ab4c718e83b6938ae74dea44953950f6b7 \
-    --hash=sha256:90bec6a86b348b4559b6482e2b684db4a9a7eed1fa054b86115a48d58fbbf62a \
-    --hash=sha256:98339aa9911853f131de11010f6dd94c8cec254d3d1f7261528c3b3e3219f139 \
-    --hash=sha256:a99a6b067e5190ac6d12005a4d85aa6227c5606fa93211f86b1dafb16233e57d \
-    --hash=sha256:bffa2eee3b87376cc6b31eee36d05349571c236d1de1175b804b348dc0941e3f \
-    --hash=sha256:c6c2d535a7beb1f8790aaa98fd089ceab2e3dd7ca48aca0af7dc60e6ef93ffe1 \
-    --hash=sha256:cc14e7519fab2a4ed87d31f99c31a3796e4e1fe63a86ebdd1c5a1ea78ebd5896 \
-    --hash=sha256:dd0482f3fc547f1b1b5d6a8b8e08f63fdc250c58ce688dedd8851e6e26cff0f3 \
-    --hash=sha256:dde972a1e11bb7b702ed0e447953e7617723760f420decb97305e66fb4afc54f \
-    --hash=sha256:e54af82d68ef8255535a6cdb353f55d6b8cf418a83e2be3569243787a4f4866f \
-    --hash=sha256:e606e6316911471c8d9b4618e082635cfe98876007556e89ce03d52ff5e8fcf0 \
-    --hash=sha256:f41b018f126aac18583956c54544db437f25c7ee4794bcb23eb38bef8e5e192a \
-    --hash=sha256:f8f4625536926a155b80ad2bbff44f8cc59e9f2ad14cdda7acf4c135b4dc8ff2 \
-    --hash=sha256:fe52dbe47d9deb69b05084abd4b0df7abb39a3c51957c09f635520abd49b29dd
+numpy==1.22.0 \
+    --hash=sha256:0cfe07133fd00b27edee5e6385e333e9eeb010607e8a46e1cd673f05f8596595 \
+    --hash=sha256:11a1f3816ea82eed4178102c56281782690ab5993251fdfd75039aad4d20385f \
+    --hash=sha256:2762331de395739c91f1abb88041f94a080cb1143aeec791b3b223976228af3f \
+    --hash=sha256:283d9de87c0133ef98f93dfc09fad3fb382f2a15580de75c02b5bb36a5a159a5 \
+    --hash=sha256:3d22662b4b10112c545c91a0741f2436f8ca979ab3d69d03d19322aa970f9695 \
+    --hash=sha256:41388e32e40b41dd56eb37fcaa7488b2b47b0adf77c66154d6b89622c110dfe9 \
+    --hash=sha256:42c16cec1c8cf2728f1d539bd55aaa9d6bb48a7de2f41eb944697293ef65a559 \
+    --hash=sha256:47ee7a839f5885bc0c63a74aabb91f6f40d7d7b639253768c4199b37aede7982 \
+    --hash=sha256:5a311ee4d983c487a0ab546708edbdd759393a3dc9cd30305170149fedd23c88 \
+    --hash=sha256:5dc65644f75a4c2970f21394ad8bea1a844104f0fe01f278631be1c7eae27226 \
+    --hash=sha256:6ed0d073a9c54ac40c41a9c2d53fcc3d4d4ed607670b9e7b0de1ba13b4cbfe6f \
+    --hash=sha256:76ba7c40e80f9dc815c5e896330700fd6e20814e69da9c1267d65a4d051080f1 \
+    --hash=sha256:818b9be7900e8dc23e013a92779135623476f44a0de58b40c32a15368c01d471 \
+    --hash=sha256:a024181d7aef0004d76fb3bce2a4c9f2e67a609a9e2a6ff2571d30e9976aa383 \
+    --hash=sha256:a955e4128ac36797aaffd49ab44ec74a71c11d6938df83b1285492d277db5397 \
+    --hash=sha256:a97a954a8c2f046d3817c2bce16e3c7e9a9c2afffaf0400f5c16df5172a67c9c \
+    --hash=sha256:a97e82c39d9856fe7d4f9b86d8a1e66eff99cf3a8b7ba48202f659703d27c46f \
+    --hash=sha256:b55b953a1bdb465f4dc181758570d321db4ac23005f90ffd2b434cc6609a63dd \
+    --hash=sha256:bb02929b0d6bfab4c48a79bd805bd7419114606947ec8284476167415171f55b \
+    --hash=sha256:bece0a4a49e60e472a6d1f70ac6cdea00f9ab80ff01132f96bd970cdd8a9e5a9 \
+    --hash=sha256:e41e8951749c4b5c9a2dc5fdbc1a4eec6ab2a140fdae9b460b0f557eed870f4d \
+    --hash=sha256:f71d57cc8645f14816ae249407d309be250ad8de93ef61d9709b45a0ddf4050c
     # via
     #   -r requirements.in
     #   pyarrow
diff --git a/requirements-37.txt b/requirements-37.txt
index 6eff3f82..b76e9336 100644
--- a/requirements-37.txt
+++ b/requirements-37.txt
@@ -108,38 +108,29 @@ mypy-extensions==0.4.3 \
     # via
     #   black
     #   mypy
-numpy==1.21.6 \
-    --hash=sha256:1dbe1c91269f880e364526649a52eff93ac30035507ae980d2fed33aaee633ac \
-    --hash=sha256:357768c2e4451ac241465157a3e929b265dfac85d9214074985b1786244f2ef3 \
-    --hash=sha256:3820724272f9913b597ccd13a467cc492a0da6b05df26ea09e78b171a0bb9da6 \
-    --hash=sha256:4391bd07606be175aafd267ef9bea87cf1b8210c787666ce82073b05f202add1 \
-    --hash=sha256:4aa48afdce4660b0076a00d80afa54e8a97cd49f457d68a4342d188a09451c1a \
-    --hash=sha256:58459d3bad03343ac4b1b42ed14d571b8743dc80ccbf27444f266729df1d6f5b \
-    --hash=sha256:5c3c8def4230e1b959671eb959083661b4a0d2e9af93ee339c7dada6759a9470 \
-    --hash=sha256:5f30427731561ce75d7048ac254dbe47a2ba576229250fb60f0fb74db96501a1 \
-    --hash=sha256:643843bcc1c50526b3a71cd2ee561cf0d8773f062c8cbaf9ffac9fdf573f83ab \
-    --hash=sha256:67c261d6c0a9981820c3a149d255a76918278a6b03b6a036800359aba1256d46 \
-    --hash=sha256:67f21981ba2f9d7ba9ade60c9e8cbaa8cf8e9ae51673934480e45cf55e953673 \
-    --hash=sha256:6aaf96c7f8cebc220cdfc03f1d5a31952f027dda050e5a703a0d1c396075e3e7 \
-    --hash=sha256:7c4068a8c44014b2d55f3c3f574c376b2494ca9cc73d2f1bd692382b6dffe3db \
-    --hash=sha256:7c7e5fa88d9ff656e067876e4736379cc962d185d5cd808014a8a928d529ef4e \
-    --hash=sha256:7f5ae4f304257569ef3b948810816bc87c9146e8c446053539947eedeaa32786 \
-    --hash=sha256:82691fda7c3f77c90e62da69ae60b5ac08e87e775b09813559f8901a88266552 \
-    --hash=sha256:8737609c3bbdd48e380d463134a35ffad3b22dc56295eff6f79fd85bd0eeeb25 \
-    --hash=sha256:9f411b2c3f3d76bba0865b35a425157c5dcf54937f82bbeb3d3c180789dd66a6 \
-    --hash=sha256:a6be4cb0ef3b8c9250c19cc122267263093eee7edd4e3fa75395dfda8c17a8e2 \
-    --hash=sha256:bcb238c9c96c00d3085b264e5c1a1207672577b93fa666c3b14a45240b14123a \
-    --hash=sha256:bf2ec4b75d0e9356edea834d1de42b31fe11f726a81dfb2c2112bc1eaa508fcf \
-    --hash=sha256:d136337ae3cc69aa5e447e78d8e1514be8c3ec9b54264e680cf0b4bd9011574f \
-    --hash=sha256:d4bf4d43077db55589ffc9009c0ba0a94fa4908b9586d6ccce2e0b164c86303c \
-    --hash=sha256:d6a96eef20f639e6a97d23e57dd0c1b1069a7b4fd7027482a4c5c451cd7732f4 \
-    --hash=sha256:d9caa9d5e682102453d96a0ee10c7241b72859b01a941a397fd965f23b3e016b \
-    --hash=sha256:dd1c8f6bd65d07d3810b90d02eba7997e32abbdf1277a481d698969e921a3be0 \
-    --hash=sha256:e31f0bb5928b793169b87e3d1e070f2342b22d5245c755e2b81caa29756246c3 \
-    --hash=sha256:ecb55251139706669fdec2ff073c98ef8e9a84473e51e716211b41aa0f18e656 \
-    --hash=sha256:ee5ec40fdd06d62fe5d4084bef4fd50fd4bb6bfd2bf519365f569dc470163ab0 \
-    --hash=sha256:f17e562de9edf691a42ddb1eb4a5541c20dd3f9e65b09ded2beb0799c0cf29bb \
-    --hash=sha256:fdffbfb6832cd0b300995a2b08b8f6fa9f6e856d562800fea9182316d99c4e8e
+numpy==1.22.0 \
+    --hash=sha256:0cfe07133fd00b27edee5e6385e333e9eeb010607e8a46e1cd673f05f8596595 \
+    --hash=sha256:11a1f3816ea82eed4178102c56281782690ab5993251fdfd75039aad4d20385f \
+    --hash=sha256:2762331de395739c91f1abb88041f94a080cb1143aeec791b3b223976228af3f \
+    --hash=sha256:283d9de87c0133ef98f93dfc09fad3fb382f2a15580de75c02b5bb36a5a159a5 \
+    --hash=sha256:3d22662b4b10112c545c91a0741f2436f8ca979ab3d69d03d19322aa970f9695 \
+    --hash=sha256:41388e32e40b41dd56eb37fcaa7488b2b47b0adf77c66154d6b89622c110dfe9 \
+    --hash=sha256:42c16cec1c8cf2728f1d539bd55aaa9d6bb48a7de2f41eb944697293ef65a559 \
+    --hash=sha256:47ee7a839f5885bc0c63a74aabb91f6f40d7d7b639253768c4199b37aede7982 \
+    --hash=sha256:5a311ee4d983c487a0ab546708edbdd759393a3dc9cd30305170149fedd23c88 \
+    --hash=sha256:5dc65644f75a4c2970f21394ad8bea1a844104f0fe01f278631be1c7eae27226 \
+    --hash=sha256:6ed0d073a9c54ac40c41a9c2d53fcc3d4d4ed607670b9e7b0de1ba13b4cbfe6f \
+    --hash=sha256:76ba7c40e80f9dc815c5e896330700fd6e20814e69da9c1267d65a4d051080f1 \
+    --hash=sha256:818b9be7900e8dc23e013a92779135623476f44a0de58b40c32a15368c01d471 \
+    --hash=sha256:a024181d7aef0004d76fb3bce2a4c9f2e67a609a9e2a6ff2571d30e9976aa383 \
+    --hash=sha256:a955e4128ac36797aaffd49ab44ec74a71c11d6938df83b1285492d277db5397 \
+    --hash=sha256:a97a954a8c2f046d3817c2bce16e3c7e9a9c2afffaf0400f5c16df5172a67c9c \
+    --hash=sha256:a97e82c39d9856fe7d4f9b86d8a1e66eff99cf3a8b7ba48202f659703d27c46f \
+    --hash=sha256:b55b953a1bdb465f4dc181758570d321db4ac23005f90ffd2b434cc6609a63dd \
+    --hash=sha256:bb02929b0d6bfab4c48a79bd805bd7419114606947ec8284476167415171f55b \
+    --hash=sha256:bece0a4a49e60e472a6d1f70ac6cdea00f9ab80ff01132f96bd970cdd8a9e5a9 \
+    --hash=sha256:e41e8951749c4b5c9a2dc5fdbc1a4eec6ab2a140fdae9b460b0f557eed870f4d \
+    --hash=sha256:f71d57cc8645f14816ae249407d309be250ad8de93ef61d9709b45a0ddf4050c
     # via
     #   -r requirements.in
     #   pyarrow