diff --git a/Pipfile.lock b/Pipfile.lock
index 58931a32..7e15c221 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -23,27 +23,27 @@
         },
         "azure-core": {
             "hashes": [
-                "sha256:223b0e90cbdd1f03c41b195b03239899843f20d00964dbb85e64386873414a2d",
-                "sha256:726ffd1ded04a2c1cb53f9d9155cbb05ac5c1c2a29af4ef622e93e1c0a8bc92b"
+                "sha256:075fe06b74c3007950dd93d49440c2f3430fd9b4a5a2756ec8c79454afc989c6",
+                "sha256:d9664b4bc2675d72fba461a285ac43ae33abb2967014a955bf136d9703a2ab3c"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.26.1"
+            "version": "==1.26.4"
         },
         "azure-storage-blob": {
             "hashes": [
-                "sha256:52b84658e8df7853a3cf1c563814655b5028b979b2a87905b92aa6bb30be240e",
-                "sha256:860d4d82985a4bfc7d3271e71275af330f54f330a754355435a7ba749ccde997"
+                "sha256:43b45f19a518a5c6895632f263b3825ebc23574f25cc84b66e1630a6160e466f",
+                "sha256:91bb192b2a97939c4259c72373bac0f41e30810bbc853d5184f0f45904eacafd"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==12.14.1"
+            "version": "==12.16.0"
         },
         "azure-storage-file-datalake": {
             "hashes": [
-                "sha256:ab1af2cf0813905da8b3e1ee922e700fb1d64cd120304d3322e35ddd2fe23d41",
-                "sha256:d8cb364e47961fcdba5ff4d5c60ff12f2d56f4baeb398e7279d8d819484237f4"
+                "sha256:0ebf00c7a54adc623e38673732dd07cf969f017024a597fc03631c0d1b9ed70f",
+                "sha256:89b7556403c29ca5b6531c112f0e2d2ef3f340a9add553e8c3484a25bce6216c"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==12.9.1"
+            "version": "==12.11.0"
         },
         "bcrypt": {
             "hashes": [
@@ -72,6 +72,33 @@
             "markers": "python_version >= '3.6'",
             "version": "==4.0.1"
         },
+        "blosc2": {
+            "hashes": [
+                "sha256:0497793f55db0b75de08eb4c047a0bc5b96dbe5e405b53803dd3368e36336188",
+                "sha256:0ec63269428aa3fb45f7d4881b2d11b428c4cb62e854caf54a767a64da4df83e",
+                "sha256:1fbecd7ef4876811719aa58d84e4b414f430f329162c18578b870f5e77b59864",
+                "sha256:32c365bf744353103ed91dc1f03889de03b986588181601594aa7ee773818cb4",
+                "sha256:4085e5c1df186e1747d8a8578b0cc1c8b7668391d635e9f89e17156912fba85a",
+                "sha256:54c5614b18f9f01473758fa64e3bc699adbe31b307a45eca0e07fa2204e4d4a1",
+                "sha256:5c193959a984e7814833c8be6b9026d7744d2cff4d450476561583a87152e13e",
+                "sha256:6545d6d7e7365a2a3533d4bdf7095856443aed7d5ddc577ecd0e78083790bff1",
+                "sha256:659e18d5e606a0ca4d80766f86d87e640818051911d01679eed11022243a7e4f",
+                "sha256:8eb02f67d4ed8ac8f0ce5f3c8cafc0059255bb6899fd35127e4076925640f239",
+                "sha256:96dd63eb7641594208e6a865fd60a0bdde24568a180180beb8af4d6608796f3a",
+                "sha256:98ab1cd57f9d7422f1636a6b290f2940113ee8be26bfe3823e8c011826972b9c",
+                "sha256:c58990ab2bcd0f412496acf1d05c65d955d963197bbaa57b10b2ace31c29181a",
+                "sha256:c5c52649837d514669107c77e8f172e9e5ecfa030eef0d378bb47ce1689921c9",
+                "sha256:cec4c0570543921ce6b8c9ffdbf9f2170de37ecaf8e2b213e867e3130b81f205",
+                "sha256:d98e850f0de55e15c402c6e27105ba850f8954e784e30a7f8bde89eb70a08574",
+                "sha256:ea3396de7757092d502fb297a44a8d019d92e750e5aebcd9d39a157fde8785b3",
+                "sha256:ef018926b55799cf23345127dde8f29356b4451b3e067e1b07f0d186213bd821",
+                "sha256:f19b0b3674f6c825b490f00d8264b0c540c2cdc11ec7e81178d38b83c57790a1",
+                "sha256:f206e6a01a8167b441bf886ff022eb20e0f085b09300f49f3018f566c14d918a",
+                "sha256:f465b8ab54ecde6b8654672a50a4c3699aafd8e2de0dfcd84ed53f8a34c1734a"
+            ],
+            "markers": "python_version >= '3.8' and python_version < '4'",
+            "version": "==2.0.0"
+        },
         "bokeh": {
             "hashes": [
                 "sha256:104d2f0a4ca7774ee4b11e545aa34ff76bf3e2ad6de0d33944361981b65da420",
@@ -82,52 +109,59 @@
         },
         "bottleneck": {
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-            "version": "==1.3.5"
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         "certifi": {
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             "markers": "python_version >= '3.6'",
-            "version": "==2022.12.7"
+            "version": "==2023.5.7"
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         "cffi": {
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@@ -227,11 +261,84 @@
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         "charset-normalizer": {
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@@ -364,13 +450,68 @@
             "markers": "python_version >= '3.6'",
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             "markers": "python_version >= '3.8'",
-            "version": "==2022.12.0"
+            "version": "==2023.5.0"
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+        "decorator": {
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@@ -381,11 +522,11 @@
         },
         "fonttools": {
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-            "markers": "python_version >= '3.7'",
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         "fs": {
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@@ -412,11 +553,11 @@
         },
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-            "version": "==2022.11.0"
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         "idna": {
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@@ -426,6 +567,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==3.4"
         },
+        "importlib-metadata": {
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@@ -517,11 +666,11 @@
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@@ -533,49 +682,59 @@
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@@ -743,21 +962,13 @@
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@@ -795,78 +1006,83 @@
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@@ -891,6 +1107,13 @@
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@@ -983,10 +1206,10 @@
         },
         "pypsa": {
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@@ -998,10 +1221,10 @@
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@@ -1051,54 +1274,46 @@
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@@ -1110,35 +1325,26 @@
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@@ -1150,62 +1356,77 @@
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-                "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"
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+                "sha256:d055c2f9d38dc53c808f6fdc8eab7360b6fdbbde02340ed25cfbcd817c62469e"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.2"
+        },
+        "validators": {
+            "hashes": [
+                "sha256:24148ce4e64100a2d5e267233e23e7afeb55316b47d30faae7eb6e7292bc226a"
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==1.26.13"
+            "markers": "python_version >= '3.4'",
+            "version": "==0.20.0"
         },
         "xarray": {
             "hashes": [
-                "sha256:083d08e552a7647c7ece136dfa3a4b6a1379256beb55bbed8b8ddf05f1e14ec7",
-                "sha256:eaf3e4c0b62faebf7965f272ce76bc2fc1c9d93c2b966a390e929ef082a796dd"
+                "sha256:318a651f4182b9cecb7d1c57ad0ed9bdaed5f49c43dbb638c0a845b8faf405e8",
+                "sha256:b62f19bb04e68f684a92a8a458c63c91cf76e6fabe54cf4438f7e2ca56348854"
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-            "markers": "python_version >= '3.8'",
-            "version": "==2022.12.0"
+            "markers": "python_version >= '3.9'",
+            "version": "==2023.5.0"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b",
+                "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==3.15.0"
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     "develop": {
         "attrs": {
             "hashes": [
-                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
-                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
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-            "markers": "python_version >= '3.5'",
-            "version": "==22.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.1.0"
         },
         "black": {
             "hashes": [
@@ -1289,51 +1510,45 @@
             "index": "pypi",
             "version": "==6.5.0"
         },
-        "exceptiongroup": {
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-                "sha256:542adf9dea4055530d6e1279602fa5cb11dab2395fa650b8674eaec35fc4a828",
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-            "version": "==1.0.4"
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-                "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"
+                "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
+                "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
             ],
-            "version": "==1.1.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0"
         },
         "mypy-extensions": {
             "hashes": [
-                "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d",
-                "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"
+                "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d",
+                "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"
             ],
-            "version": "==0.4.3"
+            "markers": "python_version >= '3.5'",
+            "version": "==1.0.0"
         },
         "packaging": {
             "hashes": [
-                "sha256:2198ec20bd4c017b8f9717e00f0c8714076fc2fd93816750ab48e2c41de2cfd3",
-                "sha256:957e2148ba0e1a3b282772e791ef1d8083648bc131c8ab0c1feba110ce1146c3"
+                "sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61",
+                "sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==22.0"
+            "version": "==23.1"
         },
         "pathspec": {
             "hashes": [
-                "sha256:3c95343af8b756205e2aba76e843ba9520a24dd84f68c22b9f93251507509dd6",
-                "sha256:56200de4077d9d0791465aa9095a01d421861e405b5096955051deefd697d6f6"
+                "sha256:2798de800fa92780e33acca925945e9a19a133b715067cf165b8866c15a31687",
+                "sha256:d8af70af76652554bd134c22b3e8a1cc46ed7d91edcdd721ef1a0c51a84a5293"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==0.10.3"
+            "version": "==0.11.1"
         },
         "platformdirs": {
             "hashes": [
-                "sha256:1a89a12377800c81983db6be069ec068eee989748799b946cce2a6e80dcc54ca",
-                "sha256:b46ffafa316e6b83b47489d240ce17173f123a9b9c83282141c3daf26ad9ac2e"
+                "sha256:412dae91f52a6f84830f39a8078cecd0e866cb72294a5c66808e74d5e88d251f",
+                "sha256:e2378146f1964972c03c085bb5662ae80b2b8c06226c54b2ff4aa9483e8a13a5"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.6.0"
+            "version": "==3.5.1"
         },
         "pluggy": {
             "hashes": [
@@ -1358,14 +1573,6 @@
             ],
             "index": "pypi",
             "version": "==4.0.0"
-        },
-        "tomli": {
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-                "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc",
-                "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"
-            ],
-            "markers": "python_version < '3.11'",
-            "version": "==2.0.1"
         }
     }
 }