diff --git a/Pipfile.lock b/Pipfile.lock
index 47f5e07..f9e993c 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -21,140 +21,151 @@
         },
         "absl-py": {
             "hashes": [
-                "sha256:8718189e4bd6013bf79910b9d1cb0a76aecad8ce664f78e1144980fabdd2cd23"
+                "sha256:75e737d6ce7723d9ff9b7aa1ba3233c34be62ef18d5859e706b8fdc828989830"
             ],
-            "version": "==0.7.0"
+            "version": "==0.9.0"
         },
         "astor": {
             "hashes": [
-                "sha256:95c30d87a6c2cf89aa628b87398466840f0ad8652f88eb173125a6df8533fb8d",
-                "sha256:fb503b9e2fdd05609fbf557b916b4a7824171203701660f0c55bbf5a7a68713e"
+                "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5",
+                "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"
             ],
-            "version": "==0.7.1"
+            "version": "==0.8.1"
         },
         "cftime": {
             "hashes": [
-                "sha256:01e878ddca9bf049eaa70805f250942005f63f784a47838b7c48f245b7609c68",
-                "sha256:07dbb28d20935db2609970f64b34808da944f922e8bce9013e87d9f9eabe6511",
-                "sha256:145be4da15d05d81a197c738b02f7e3e0496b6181088c5c9e5ac95aa8e2b6993",
-                "sha256:1c4e36c1939d2b375db99d5d32f43e509cbaf581c1f3db717981c2b0108d6b05",
-                "sha256:1f45f23c8b89af79286aba1abf65f30180eb00920581f50509e5c7e33cb12576",
-                "sha256:2114801a33f08d02c4ea6d5a703660700a6a04dfd3bb4bd76d3214d97017717f",
-                "sha256:26dc278d9022a8ddc86ab896dda6a33bcb629bb8bc57f34a57cd84c9d4003ea7",
-                "sha256:2e6bf4a5b433fccad6f302a58f7facc1551ff1f92d70c59231c87db5b84325f1",
-                "sha256:345ac0acaabb186fe52f33546ef4d8d2e1f7a2f6cc5039fd72d1289723b27703",
-                "sha256:4044164df9b975377c2761789fb50e1ebffba255a1bfee038c86044c0d0fa123",
-                "sha256:481602a0b7f0dd419042ac38b16c99b7e362ead05eb34f599cc07571f0f0a4b1",
-                "sha256:525695e66ecd837063173e2bddc693489b4a19e0553a820ce17f8950a5b600e6",
-                "sha256:530d42a05db678860f548e7f11a263fc270cf49a693e5001c52846b66c3dae96",
-                "sha256:959c2025815b4a792b3535afb0f74af2e276b470eea0e1bc202563c7f387daaa",
-                "sha256:9b212bd47946aba8d264a4b2ad1598c2be5e76466eed04f466871f3982e8b2e8",
-                "sha256:9b8c67a34876cf11181d7700e3b9e24d79d8dc8811f35f1fbaac867af8624417",
-                "sha256:a1ab7c876d2a07fc2fecff5141a073887d10c63cd3f880d7280d0f795bf18b2f",
-                "sha256:b1f73f7c84d96f949b4da5ea573317bb43a372c0a6a7104e9f5dcd7097ebcb89",
-                "sha256:b637371ff4c26c1f5accf64a9d4a454eef0788bbd79fe3600f4fefb79c29e8f3",
-                "sha256:b94aec4cfe299f00abfb2004ef62b564e1f52c2d2c66c7628c3cd144aeb37f46",
-                "sha256:c3c4e0864ef2af1418ac961a0dd065475f15f07fc5d5bf0030c2e39bddd34d49",
-                "sha256:c92dd3ac31f2d8d1893fd45ca9fbd7059a820d4d078f78ebb5179ea33eebc18e",
-                "sha256:d62a1a9cc2416c2be78f980e49987f5b2062f5a758d6c8d873efac06ba78a9c0",
-                "sha256:dd74d0d470baf1c50e31335215793a5e78436903e34b4f151fa9ccbf3a6cc20c",
-                "sha256:ebb3f3f9f3f25248e5e622256da72180c0f56b3e72d94e3318423e87bad81f5c",
-                "sha256:f0cd8f99d28c6e148cbd62d7f07821148be3323989f18ba8a713bedef87a8355"
-            ],
-            "version": "==1.0.3.4"
+                "sha256:29c05a5e703083d25175a6b4c8fb2497ad295a152a14acf7a4dfa1bee0187c4d",
+                "sha256:2aca092cc6ff68dc912ea1b0461b99b6aaf3809c4d059f8b684c7d316d9505d1",
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+                "sha256:3e0b28a4f3c33ac11759e87e0ac105f119efaf022783c3c3b57993d5780a3b66",
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+                "sha256:4b68d6db09a240285800a2e7ff9e7918d01e5d0ce6554a4076c9b7c13b9fdcc4",
+                "sha256:4bef98090dc59ea7559d9f10330c6b502bb2cec7f980eb5c7054f21b0098171e",
+                "sha256:5aabfc82a4b2ab56840fe662b38aa88da02ad274d77df91f7783184c166d1fa4",
+                "sha256:6761d4a7fde0cc678c7466a60b024265a45ebfdcb7c24b7ab6c5acf559c628f9",
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+                "sha256:6ee46d55aac067736ab77c40325a1843af0b800357dbdec7a0c753a9f49e9e44",
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+                "sha256:72552901316d97da65e3655d7adde274881e25aec384a772fc0e31124d90eb15",
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+                "sha256:d286a1537c55b9469812b48b861107b6a865ff01ade30608af0f9262b7eb16e7",
+                "sha256:de0a57fd14b5d074a8b7c054dc313f7a05e09822770f6c95d543133053c03e8b",
+                "sha256:e8c4d2ed4f1083dba616b6f5d1ea236d09abd8c4e194c829b5002dd4fcf70ad4"
+            ],
+            "index": "pypi",
+            "version": "==1.1.0"
         },
         "gast": {
             "hashes": [
-                "sha256:fe939df4583692f0512161ec1c880e0a10e71e6a232da045ab8edd3756fbadf0"
+                "sha256:8f46f5be57ae6889a4e16e2ca113b1703ef17f2b0abceb83793eaba9e1351a45",
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             ],
-            "version": "==0.2.2"
+            "version": "==0.3.3"
         },
         "grpcio": {
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+                "sha256:64f74da4a1dd0d2042e7d04cf8294e04ddad686f8eba9bb79e517ae582f6668d",
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+                "sha256:ff7d241f866b718e4584fa95f520cb19405220c501bd3a53ee11871ba5166ea2"
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-                "sha256:94b8acc84fb8b1e3d752e20ed4cafa8377c9ecf6e6c1aa09942d959dc02e439a"
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-            "version": "==1.0.7"
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-                "sha256:5e3700117981c2db762e512ed6586638124fac5842170701628088a11aeb51ac"
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-            "version": "==1.0.9"
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-                "sha256:d02e0f9b04c500cde6637c11ad7c72671f359b87b9fe924b2383649d8841db7c"
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+            "version": "==3.2.1"
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         "netcdf4": {
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@@ -247,45 +258,47 @@
         },
         "protobuf": {
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-            "version": "==3.6.1"
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         "python-dateutil": {
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-                "sha256:c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e"
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-            "version": "==2.8.0"
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         "pytz": {
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-                "sha256:d5f05e487007e29e03409f9398d074e158d920d36eb82eaf66fb1136b0c5374c"
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+                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
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-            "version": "==2018.9"
+            "version": "==2019.3"
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         "six": {
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-                "sha256:d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73"
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-            "version": "==1.12.0"
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         "tensorboard": {
             "hashes": [
@@ -320,28 +333,27 @@
         },
         "werkzeug": {
             "hashes": [
-                "sha256:c3fd7a7d41976d9f44db327260e263132466836cef6f91512889ed60ad26557c",
-                "sha256:d5da73735293558eb1651ee2fddc4d0dedcfa06538b8813a2e20011583c9e49b"
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-            "version": "==0.14.1"
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         "wheel": {
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-                "sha256:1e53cdb3f808d5ccd0df57f964263752aa74ea7359526d3da6c02114ec1e1d44"
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             "markers": "python_version >= '3'",
-            "version": "==0.32.3"
+            "version": "==0.34.2"
         }
     },
     "develop": {
-        "appnope": {
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             "hashes": [
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-                "sha256:8b995ffe925347a2138d7ac0fe77155e4311a0ea6d6da4f5128fe4b3cbe5ed71"
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-            "markers": "sys_platform == 'darwin'",
-            "version": "==0.1.0"
+            "version": "==19.3.0"
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         "backcall": {
             "hashes": [
@@ -359,17 +371,17 @@
         },
         "decorator": {
             "hashes": [
-                "sha256:33cd704aea07b4c28b3eb2c97d288a06918275dac0ecebdaf1bc8a48d98adb9e",
-                "sha256:cabb249f4710888a2fc0e13e9a16c343d932033718ff62e1e9bc93a9d3a9122b"
+                "sha256:54c38050039232e1db4ad7375cfce6748d7b41c29e95a081c8a6d2c30364a2ce",
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-            "version": "==4.3.2"
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             "hashes": [
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-                "sha256:702a91ade2968a82beb0db1e0766a6a273f33d4616a6ce8cde475d8e09853b20"
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-            "version": "==0.5.0"
+            "version": "==0.6.0"
         },
         "entrypoints": {
             "hashes": [
@@ -378,20 +390,28 @@
             ],
             "version": "==0.3"
         },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:06f5b3a99029c7134207dd882428a66992a9de2bef7c2b699b5641f9886c3302",
+                "sha256:b97607a1a18a5100839aec1dc26a1ea17ee0d93b20b0f008d80a5a050afb200b"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==1.5.0"
+        },
         "ipykernel": {
             "hashes": [
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-                "sha256:0fc0bf97920d454102168ec2008620066878848fcfca06c22b669696212e292f"
+                "sha256:7f1f01df22f1229c8879501057877ccaf92a3b01c1d00db708aad5003e5f9238",
+                "sha256:ba8c9e5561f3223fb47ce06ad7925cb9444337ac367341c0c520ffb68ea6d120"
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-            "version": "==5.1.0"
+            "version": "==5.1.4"
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-                "sha256:f69932b1e806b38a7818d9a1e918e5821b685715040b48e59c657b3c7961b742"
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             "markers": "python_version >= '3.3'",
-            "version": "==7.2.0"
+            "version": "==7.12.0"
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         "ipython-genutils": {
             "hashes": [
@@ -402,31 +422,31 @@
         },
         "ipywidgets": {
             "hashes": [
-                "sha256:0f2b5cde9f272cb49d52f3f0889fdd1a7ae1e74f37b48dac35a83152780d2b7b",
-                "sha256:a3e224f430163f767047ab9a042fc55adbcab0c24bbe6cf9f306c4f89fdf0ba3"
+                "sha256:13ffeca438e0c0f91ae583dc22f50379b9d6b28390ac7be8b757140e9a771516",
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-            "version": "==7.4.2"
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         "jedi": {
             "hashes": [
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-                "sha256:c8481b5e59d34a5c7c42e98f6625e633f6ef59353abea6437472c7ec2093f191"
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-            "version": "==0.13.2"
+            "version": "==0.16.0"
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         "jinja2": {
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-                "sha256:f84be1bb0040caca4cea721fcbbbbd61f9be9464ca236387158b0feea01914a4"
+                "sha256:93187ffbc7808079673ef52771baa950426fd664d3aad1d0fa3e95644360e250",
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-            "version": "==2.10"
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         "jsonschema": {
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-                "sha256:6ff5f3180870836cae40f06fa10419f557208175f13ad7bc26caa77beb1f6e02"
+                "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163",
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-            "version": "==2.6.0"
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@@ -439,57 +459,62 @@
         },
         "jupyter-client": {
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-            "version": "==5.2.4"
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+                "sha256:ba59edeaa2fc6114428f1637ffff42da1e311e29382d81b339c1817d37ec93c6",
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+                "sha256:cd5df75523866410809ca100dc9681e301e3c27567cf498077e8551b6d20e42f",
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+                "sha256:e8313f01ba26fbbe36c7be1966a7b7424942f670f38e666995b88d012765b9be"
+            ],
+            "version": "==1.1.1"
         },
         "mistune": {
             "hashes": [
@@ -500,24 +525,24 @@
         },
         "nbconvert": {
             "hashes": [
-                "sha256:302554a2e219bc0fc84f3edd3e79953f3767b46ab67626fdec16e38ba3f7efe4",
-                "sha256:5de8fb2284422272a1d45abc77c07b888127550a6d602ce619592a2b08a474ff"
+                "sha256:21fb48e700b43e82ba0e3142421a659d7739b65568cc832a13976a77be16b523",
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             ],
-            "version": "==5.4.1"
+            "version": "==5.6.1"
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-                "sha256:f7494ef0df60766b7cabe0a3651556345a963b74dbc16bc7c18479041170d402"
+                "sha256:562de41fc7f4f481b79ab5d683279bf3a168858268d4387b489b7b02be0b324a",
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-            "version": "==4.4.0"
+            "version": "==5.0.4"
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             "hashes": [
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-                "sha256:d908673a4010787625c8952e91a22adf737db031f2aa0793ad92f6558918a74a"
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-            "version": "==5.7.4"
+            "version": "==6.0.3"
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         "pandocfilters": {
             "hashes": [
@@ -527,18 +552,18 @@
         },
         "parso": {
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-                "sha256:6ecf7244be8e7283ec9009c72d074830e7e0e611c974f813d76db0390a4e0dd6",
-                "sha256:8162be7570ffb34ec0b8d215d7f3b6c5fab24f51eb3886d6dee362de96b6db94"
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-            "version": "==0.3.3"
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             "hashes": [
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-                "sha256:3fbd41d4caf27fa4a377bfd16fef87271099463e6fa73e92a52f92dfee5d425b"
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+                "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"
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             "markers": "sys_platform != 'win32'",
-            "version": "==4.6.0"
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         "pickleshare": {
             "hashes": [
@@ -549,17 +574,16 @@
         },
         "prometheus-client": {
             "hashes": [
-                "sha256:e8c11ff5ca53de6c3d91e1510500611cafd1d247a937ec6c588a0a7cc3bef93c"
+                "sha256:71cd24a2b3eb335cb800c7159f423df1bd4dcd5171b234be15e3f31ec9f622da"
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-            "version": "==0.5.0"
+            "version": "==0.7.1"
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+            "version": "==3.0.3"
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@@ -571,54 +595,63 @@
         },
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@@ -629,50 +662,50 @@
         },
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-                "sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
-                "sha256:d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73"
+                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
+                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
             ],
-            "version": "==1.12.0"
+            "version": "==1.14.0"
         },
         "terminado": {
             "hashes": [
-                "sha256:55abf9ade563b8f9be1f34e4233c7b7bde726059947a593322e8a553cc4c067a",
-                "sha256:65011551baff97f5414c67018e908110693143cfbaeb16831b743fe7cad8b927"
+                "sha256:4804a774f802306a7d9af7322193c5390f1da0abb429e082a10ef1d46e6fb2c2",
+                "sha256:a43dcb3e353bc680dd0783b1d9c3fc28d529f190bc54ba9a229f72fe6e7a54d7"
             ],
-            "version": "==0.8.1"
+            "version": "==0.8.3"
         },
         "testpath": {
             "hashes": [
-                "sha256:46c89ebb683f473ffe2aab0ed9f12581d4d078308a3cb3765d79c6b2317b0109",
-                "sha256:b694b3d9288dbd81685c5d2e7140b81365d46c29f5db4bc659de5aa6b98780f8"
+                "sha256:60e0a3261c149755f4399a1fff7d37523179a70fdc3abdf78de9fc2604aeec7e",
+                "sha256:bfcf9411ef4bf3db7579063e0546938b1edda3d69f4e1fb8756991f5951f85d4"
             ],
-            "version": "==0.4.2"
+            "version": "==0.4.4"
         },
         "tornado": {
             "hashes": [
-                "sha256:0662d28b1ca9f67108c7e3b77afabfb9c7e87bde174fbda78186ecedc2499a9d",
-                "sha256:4e5158d97583502a7e2739951553cbd88a72076f152b4b11b64b9a10c4c49409",
-                "sha256:732e836008c708de2e89a31cb2fa6c0e5a70cb60492bee6f1ea1047500feaf7f",
-                "sha256:8154ec22c450df4e06b35f131adc4f2f3a12ec85981a203301d310abf580500f",
-                "sha256:8e9d728c4579682e837c92fdd98036bd5cdefa1da2aaf6acf26947e6dd0c01c5",
-                "sha256:d4b3e5329f572f055b587efc57d29bd051589fb5a43ec8898c77a47ec2fa2bbb",
-                "sha256:e5f2585afccbff22390cddac29849df463b252b711aa2ce7c5f3f342a5b3b444"
+                "sha256:349884248c36801afa19e342a77cc4458caca694b0eda633f5878e458a44cb2c",
+                "sha256:398e0d35e086ba38a0427c3b37f4337327231942e731edaa6e9fd1865bbd6f60",
+                "sha256:4e73ef678b1a859f0cb29e1d895526a20ea64b5ffd510a2307b5998c7df24281",
+                "sha256:559bce3d31484b665259f50cd94c5c28b961b09315ccd838f284687245f416e5",
+                "sha256:abbe53a39734ef4aba061fca54e30c6b4639d3e1f59653f0da37a0003de148c7",
+                "sha256:c845db36ba616912074c5b1ee897f8e0124df269468f25e4fe21fe72f6edd7a9",
+                "sha256:c9399267c926a4e7c418baa5cbe91c7d1cf362d505a1ef898fde44a07c9dd8a5"
             ],
-            "version": "==5.1.1"
+            "version": "==6.0.3"
         },
         "traitlets": {
             "hashes": [
-                "sha256:9c4bd2d267b7153df9152698efb1050a5d84982d3384a37b2c1f7723ba3e7835",
-                "sha256:c6cb5e6f57c5a9bdaa40fa71ce7b4af30298fbab9ece9815b5d995ab6217c7d9"
+                "sha256:70b4c6a1d9019d7b4f6846832288f86998aa3b9207c6821f3578a6a6a467fe44",
+                "sha256:d023ee369ddd2763310e4c3eae1ff649689440d4ae59d7485eb4cfbbe3e359f7"
             ],
-            "version": "==4.3.2"
+            "version": "==4.3.3"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:3df37372226d6e63e1b1e1eda15c594bca98a22d33a23832a90998faa96bc65e",
-                "sha256:f4ebe71925af7b40a864553f761ed559b43544f8f71746c2d756c7fe788ade7c"
+                "sha256:8fd29383f539be45b20bd4df0dc29c20ba48654a41e661925e612311e9f3c603",
+                "sha256:f28b3e8a6483e5d49e7f8949ac1a78314e740333ae305b4ba5defd3e74fb37a8"
             ],
-            "version": "==0.1.7"
+            "version": "==0.1.8"
         },
         "webencodings": {
             "hashes": [
@@ -683,10 +716,17 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:14b2c65f9940c9a7d3b70adbe713dbd38b5ec69724eebaba034d1036cf3d4740",
-                "sha256:fa618be8435447a017fd1bf2c7ae922d0428056cfc7449f7a8641edf76b48265"
+                "sha256:079f87d87270bce047512400efd70238820751a11d2d8cb137a5a5bdbaf255c7",
+                "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"
+            ],
+            "version": "==3.5.1"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:5c56e330306215cd3553342cfafc73dda2c60792384117893f3a83f8a1209f50",
+                "sha256:d65287feb793213ffe11c0f31b81602be31448f38aeb8ffc2eb286c4f6f6657e"
             ],
-            "version": "==3.4.2"
+            "version": "==2.2.0"
         }
     }
 }