diff --git a/Pipfile.lock b/Pipfile.lock
index a9f8a1e6..ec0d8841 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -103,11 +103,11 @@
         },
         "aioitertools": {
             "hashes": [
-                "sha256:3a141f01d1050ac8c01917aee248d262736dab875ce0471f0dba5f619346b452",
-                "sha256:8b02facfbc9b0f1867739949a223f3d3267ed8663691cc95abd94e2c1d8c2b46"
+                "sha256:0fd203d53192193973cae71fa14f0d3689328388ad41ca4a4e03e433f98871ac",
+                "sha256:70a643f07be2b0437674bde442548e18a6d33a653d23bc4be9dc9ba6f3116f94"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.8.0"
+            "version": "==0.9.0"
         },
         "aiosignal": {
             "hashes": [
@@ -212,17 +212,17 @@
         },
         "fiona": {
             "hashes": [
-                "sha256:02880556540e36ad6aac97687799d9b3093c354787a47bc0e73026c7fc15f1b3",
-                "sha256:03f910380dbe684730b59b817aa030e6e9a3ee79211b66c6db2d1c8fe6ea12de",
-                "sha256:328340a448bed5c43d119f61f760368a04d13a302c59d2fccb051a3ff021f4b8",
-                "sha256:3f668c471fa2f8c9c0a9ca83639cb2c8dcc93edc3d93d43dba2f9e8da38ad53e",
-                "sha256:54f81039e913d0f88728ef23edf5a69038dec94dea54f4c799f972ba8e2a7d40",
-                "sha256:5e1cef608c6de9039eaa65b395024096e3189ab0559a5a328c68c4690c3302ce",
-                "sha256:a70502d2857b82f749c09cb0dea3726787747933a2a1599b5ab787d74e3c143b",
-                "sha256:bef100ebd82afb9a4d67096216e82611b82ca9341330e4805832d7ff8c9bc1f7",
-                "sha256:e72e4a5b84ec410be531d4fe4c1a5c87c6c0e92d01116c145c0f1b33f81c8080"
+                "sha256:085f18d943097ac3396f3f9664ac1ae04ad0ff272f54829f03442187f01b6116",
+                "sha256:11532ccfda1073d3f5f558e4bb78d45b268e8680fd6e14993a394c564ddbd069",
+                "sha256:3789523c811809a6e2e170cf9c437631f959f4c7a868f024081612d30afab468",
+                "sha256:388acc9fa07ba7858d508dfe826d4b04d813818bced16c4049de19cc7ca322ef",
+                "sha256:39c656421e25b4d0d73d0b6acdcbf9848e71f3d9b74f44c27d2d516d463409ae",
+                "sha256:3a0edca2a7a070db405d71187214a43d2333a57b4097544a3fcc282066a58bfc",
+                "sha256:40b4eaf5b88407421d6c9e707520abd2ff16d7cd43efb59cd398aa41d2de332c",
+                "sha256:43b1d2e45506e56cf3a9f59ba5d6f7981f3f75f4725d1e6cb9a33ba856371ebd",
+                "sha256:b69054ed810eb7339d7effa88589afca48003206d7627d0b0b149715fc3fde41"
             ],
-            "version": "==1.8.20"
+            "version": "==1.8.21"
         },
         "flask": {
             "hashes": [
@@ -314,11 +314,11 @@
         },
         "google-api-core": {
             "hashes": [
-                "sha256:58e2c1171a3d51778bf4e428fbb4bf79cbd05007b4b44deaa80cf73c80eebc0f",
-                "sha256:ba8787b7c61632cd0340f095e1c036bef9426b2594f10afb290ba311ae8cb2cb"
+                "sha256:7d030edbd3a0e994d796e62716022752684e863a6df9864b6ca82a1616c2a5a6",
+                "sha256:f33863a6709651703b8b18b67093514838c79f2b04d02aa501203079f24b8018"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.4.0"
+            "version": "==2.5.0"
         },
         "google-api-python-client": {
             "hashes": [
@@ -353,11 +353,11 @@
         },
         "httplib2": {
             "hashes": [
-                "sha256:6b937120e7d786482881b44b8eec230c1ee1c5c1d06bce8cc865f25abbbf713b",
-                "sha256:e404681d2fbcec7506bcb52c503f2b021e95bee0ef7d01e5c221468a2406d8dc"
+                "sha256:58a98e45b4b1a48273073f905d2961666ecf0fbac4250ea5b47aef259eb5c585",
+                "sha256:8b6a905cb1c79eefd03f8669fd993c36dc341f7c558f056cb5a33b5c2f458543"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.20.2"
+            "version": "==0.20.4"
         },
         "id3c": {
             "editable": true,
@@ -607,31 +607,28 @@
         },
         "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"
-            ],
-            "markers": "python_version < '3.10' and platform_machine != 'aarch64' and platform_machine != 'arm64'",
-            "version": "==1.22.1"
+                "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": "==1.22.2"
         },
         "oauth2client": {
             "hashes": [
@@ -656,30 +653,33 @@
         },
         "pandas": {
             "hashes": [
-                "sha256:0f19504f2783526fb5b4de675ea69d68974e21c1624f4b92295d057a31d5ec5f",
-                "sha256:156aac90dd7b303bf0b91bae96c0503212777f86c731e41929c571125d26c8e9",
-                "sha256:1d59c958d6b8f96fdf850c7821571782168d5acfe75ccf78cd8d1ac15fb921df",
-                "sha256:1f3b74335390dda49f5d5089fab71958812bf56f42aa27663ee4c16d19f4f1c5",
-                "sha256:23c04dab11f3c6359cfa7afa83d3d054a8f8c283d773451184d98119ef54da97",
-                "sha256:2dad075089e17a72391de33021ad93720aff258c3c4b68c78e1cafce7e447045",
-                "sha256:46a18572f3e1cb75db59d9461940e9ba7ee38967fa48dd58f4139197f6e32280",
-                "sha256:4a8d5a200f8685e7ea562b2f022c77ab7cb82c1ca5b240e6965faa6f84e5c1e9",
-                "sha256:51e5da3802aaee1aa4254108ffaf1129a15fb3810b7ce8da1ec217c655b418f5",
-                "sha256:5229c95db3a907451dacebc551492db6f7d01743e49bbc862f4a6010c227d187",
-                "sha256:5280d057ddae06fe4a3cd6aa79040b8c205cd6dd21743004cf8635f39ed01712",
-                "sha256:55ec0e192eefa26d823fc25a1f213d6c304a3592915f368e360652994cdb8d9a",
-                "sha256:73f7da2ccc38cc988b74e5400b430b7905db5f2c413ff215506bea034eaf832d",
-                "sha256:784cca3f69cfd7f6bd7c7fdb44f2bbab17e6de55725e9ff36d6f382510dfefb5",
-                "sha256:b5af258c7b090cca7b742cf2bd67ad1919aa9e4e681007366c9edad2d6a3d42b",
-                "sha256:cdd76254c7f0a1583bd4e4781fb450d0ebf392e10d3f12e92c95575942e37df5",
-                "sha256:de62cf699122dcef175988f0714678e59c453dc234c5b47b7136bfd7641e3c8c",
-                "sha256:de8f8999864399529e8514a2e6bfe00fd161f0a667903655552ed12e583ae3cb",
-                "sha256:f045bb5c6bfaba536089573bf97d6b8ccc7159d951fe63904c395a5e486fbe14",
-                "sha256:f103a5cdcd66cb18882ccdc18a130c31c3cfe3529732e7f10a8ab3559164819c",
-                "sha256:fe454180ad31bbbe1e5d111b44443258730467f035e26b4e354655ab59405871"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.4.0"
+                "sha256:0a643bae4283a37732ddfcecab3f62dd082996021b980f580903f4e8e01b3c5b",
+                "sha256:0de3ddb414d30798cbf56e642d82cac30a80223ad6fe484d66c0ce01a84d6f2f",
+                "sha256:19a2148a1d02791352e9fa637899a78e371a3516ac6da5c4edc718f60cbae648",
+                "sha256:21b5a2b033380adbdd36b3116faaf9a4663e375325831dac1b519a44f9e439bb",
+                "sha256:24c7f8d4aee71bfa6401faeba367dd654f696a77151a8a28bc2013f7ced4af98",
+                "sha256:26fa92d3ac743a149a31b21d6f4337b0594b6302ea5575b37af9ca9611e8981a",
+                "sha256:2860a97cbb25444ffc0088b457da0a79dc79f9c601238a3e0644312fcc14bf11",
+                "sha256:2b1c6cd28a0dfda75c7b5957363333f01d370936e4c6276b7b8e696dd500582a",
+                "sha256:2c2f7c670ea4e60318e4b7e474d56447cf0c7d83b3c2a5405a0dbb2600b9c48e",
+                "sha256:3be7a7a0ca71a2640e81d9276f526bca63505850add10206d0da2e8a0a325dae",
+                "sha256:4c62e94d5d49db116bef1bd5c2486723a292d79409fc9abd51adf9e05329101d",
+                "sha256:5008374ebb990dad9ed48b0f5d0038124c73748f5384cc8c46904dace27082d9",
+                "sha256:5447ea7af4005b0daf695a316a423b96374c9c73ffbd4533209c5ddc369e644b",
+                "sha256:573fba5b05bf2c69271a32e52399c8de599e4a15ab7cec47d3b9c904125ab788",
+                "sha256:5a780260afc88268a9d3ac3511d8f494fdcf637eece62fb9eb656a63d53eb7ca",
+                "sha256:70865f96bb38fec46f7ebd66d4b5cfd0aa6b842073f298d621385ae3898d28b5",
+                "sha256:731568be71fba1e13cae212c362f3d2ca8932e83cb1b85e3f1b4dd77d019254a",
+                "sha256:b61080750d19a0122469ab59b087380721d6b72a4e7d962e4d7e63e0c4504814",
+                "sha256:bf23a3b54d128b50f4f9d4675b3c1857a688cc6731a32f931837d72effb2698d",
+                "sha256:c16d59c15d946111d2716856dd5479221c9e4f2f5c7bc2d617f39d870031e086",
+                "sha256:c61c043aafb69329d0f961b19faa30b1dab709dd34c9388143fc55680059e55a",
+                "sha256:c94ff2780a1fd89f190390130d6d36173ca59fcfb3fe0ff596f9a56518191ccb",
+                "sha256:edda9bacc3843dfbeebaf7a701763e68e741b08fccb889c003b0a52f0ee95782",
+                "sha256:f10fc41ee3c75a474d3bdf68d396f10782d013d7f67db99c0efbfd0acb99701b"
+            ],
+            "markers": "python_full_version >= '3.6.1'",
+            "version": "==1.1.5"
         },
         "pluggy": {
             "hashes": [
@@ -991,11 +991,11 @@
         },
         "setuptools": {
             "hashes": [
-                "sha256:c99207037c38984eae838c2fd986f39a9ddf4fabfe0fddd957e622d1d1dcdd05",
-                "sha256:eb83b1012ae6bf436901c2a2cee35d45b7260f31fd4b65fd1e50a9f99c11d7f8"
+                "sha256:07e97e2f1e5607d240454e98c75c7004560ac8417ca5ae1dbaa50811cb6cc95c",
+                "sha256:23aad87cc27f4ae704079618c1d117a71bd43d41e355f0698c35f6b1c796d26c"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==60.6.0"
+            "version": "==60.8.1"
         },
         "six": {
             "hashes": [
@@ -1029,11 +1029,11 @@
         },
         "tomli": {
             "hashes": [
-                "sha256:b5bde28da1fed24b9bd1d4d2b8cba62300bfb4ec9a6187a957e8ddb9434c5224",
-                "sha256:c292c34f58502a1eb2bbb9f5bbc9a5ebc37bee10ffb8c2d6bbdfa8eb13cc14e1"
+                "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc",
+                "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.0.0"
+            "version": "==2.0.1"
         },
         "types-python-dateutil": {
             "hashes": [
@@ -1051,10 +1051,10 @@
         },
         "types-urllib3": {
             "hashes": [
-                "sha256:a929c68a57b24eee8f7003357b935b802e17767e752d9237266f799ca48ee326",
-                "sha256:aa0de26893f138523d5552bbb023826c0cc7ea5749d80c1693c57aab7b55f469"
+                "sha256:4a54f6274ab1c80968115634a55fb9341a699492b95e32104a7c513db9fe02e9",
+                "sha256:abd2d4857837482b1834b4817f0587678dcc531dbc9abe4cde4da28cef3f522c"
             ],
-            "version": "==1.26.8"
+            "version": "==1.26.9"
         },
         "typing-extensions": {
             "hashes": [
@@ -1082,11 +1082,11 @@
         },
         "werkzeug": {
             "hashes": [
-                "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f",
-                "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"
+                "sha256:1421ebfc7648a39a5c58c601b154165d05cf47a3cd0ccb70857cbdacf6c8f2b8",
+                "sha256:b863f8ff057c522164b6067c9e28b041161b4be5ba4d0daceeaa50a163822d3c"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.0.2"
+            "version": "==2.0.3"
         },
         "wrapt": {
             "hashes": [
diff --git a/setup.py b/setup.py
index 0ba8c244..d2dee199 100644
--- a/setup.py
+++ b/setup.py
@@ -69,13 +69,13 @@
     extras_require = {
         "dev": [
             "mypy",
-            "pytest",
+            "pytest >=6.2.5,!=7.0.0",
             "sqlparse",
             "types-requests",
             "types-python-dateutil",
         ],
         "locations": [
-            "pandas >=1.0.1,<2",
+            "pandas ~=1.1.5",
             "snakemake",
         ],
     },