From f978b5779a10ca3046fd553ca9811861c3d15501 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Tue, 20 Apr 2021 23:07:56 -0400
Subject: [PATCH 01/10] Added file saving function to command line interface

---
 src/arguments.py |  6 ++++++
 textmining.py    | 26 ++++++++++++++++++++------
 2 files changed, 26 insertions(+), 6 deletions(-)

diff --git a/src/arguments.py b/src/arguments.py
index db1e133c..281d9678 100644
--- a/src/arguments.py
+++ b/src/arguments.py
@@ -38,6 +38,12 @@ def parse(args):
         help="Whether to get only passed build reports",
     )
 
+    parser.add_argument(
+        "--record",
+        required=False,
+        type=str,
+        help="Record the analysis to a separate file",
+    )
     # parse the arguments and return the finished result
     arguments_finished = parser.parse_args(args)
     return arguments_finished
diff --git a/textmining.py b/textmining.py
index d4b5d6c3..1d26fa6d 100644
--- a/textmining.py
+++ b/textmining.py
@@ -1,15 +1,29 @@
 """CLI Entry point"""
+import json
 import sys
 
-from src import analyzer as az
-from src import summarizer as sz
-from src import arguments
+import src.analyzer as az
+import src.summarizer as sz
+import src.arguments as arg
+
+#def save_data(data, directory):
+    # do stuff here
 
 if __name__ == "__main__":
-    tm_arguments = arguments.parse(sys.argv[1:])
+    tm_arguments = arg.parse(sys.argv[1:])
     directory = tm_arguments.directory
     function = tm_arguments.function
+    record = tm_arguments.record
     if function == "frequency":
-        print(az.dir_frequency(directory))
+        if record:
+            #save documents
+            #print("saving")
+            data = sz.summarizer(directory)
+            file = open(record + ".json", "w")
+            json.dump(data, file, indent=4)
+            file.close()
+        else:
+            print("printing")
     elif function == "summary":
-        print(sz.summarizer(directory))
+        print("here")
+        #print(sz.summarizer(directory))

From c86cc0f83a92a16a0dceb1e993c6973eb87e5533 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Wed, 21 Apr 2021 14:06:47 -0400
Subject: [PATCH 02/10] Comments added and minor changes to textmining.py

---
 textmining.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/textmining.py b/textmining.py
index 1d26fa6d..37c3db3f 100644
--- a/textmining.py
+++ b/textmining.py
@@ -14,16 +14,17 @@
     directory = tm_arguments.directory
     function = tm_arguments.function
     record = tm_arguments.record
-    if function == "frequency":
+    if function == "summary":
+        # Determine if user wants to keep a record of the result.
         if record:
-            #save documents
             #print("saving")
+            # Write the summary into a json file.
             data = sz.summarizer(directory)
             file = open(record + ".json", "w")
             json.dump(data, file, indent=4)
             file.close()
         else:
-            print("printing")
-    elif function == "summary":
+            print(sz.summarizer(directory))
+    elif function == "frequency":
         print("here")
         #print(sz.summarizer(directory))

From f0cf9a1c50989d18c6d3267cdde314261b84cff6 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Wed, 21 Apr 2021 14:13:25 -0400
Subject: [PATCH 03/10] Added frequency recorder to texmining.py

---
 textmining.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/textmining.py b/textmining.py
index 37c3db3f..e3378044 100644
--- a/textmining.py
+++ b/textmining.py
@@ -26,5 +26,10 @@
         else:
             print(sz.summarizer(directory))
     elif function == "frequency":
-        print("here")
-        #print(sz.summarizer(directory))
+        if record:
+            data = az.dir_frequency(directory)
+            file = open(record + ".json", "w")
+            json.dump(data, file, indent=4)
+            file.close()
+        else:
+            print(az.dir_frequency(directory))

From 6e555f77ff5f2865686ca376eef0eb4c54a0cbdb Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Wed, 21 Apr 2021 14:29:37 -0400
Subject: [PATCH 04/10] Minor edits

---
 textmining.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/textmining.py b/textmining.py
index e3378044..6af6df31 100644
--- a/textmining.py
+++ b/textmining.py
@@ -6,8 +6,6 @@
 import src.summarizer as sz
 import src.arguments as arg
 
-#def save_data(data, directory):
-    # do stuff here
 
 if __name__ == "__main__":
     tm_arguments = arg.parse(sys.argv[1:])

From bf43051649d6a19475a8ed8391a9c1a046fc6430 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Sun, 25 Apr 2021 20:25:13 -0400
Subject: [PATCH 05/10] Fixed the printing issue

---
 Pipfile.lock    | 558 +++++++++++++++++++++++-------------------------
 src/markdown.py |   2 +-
 wordfreq.json   | 202 ++++++++++++++++++
 3 files changed, 471 insertions(+), 291 deletions(-)
 create mode 100644 wordfreq.json

diff --git a/Pipfile.lock b/Pipfile.lock
index f123ae81..fd214e5f 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "789c09afdf33e00d8e16fe6d623c8f52136034d7234f35dd57aa58f92a2e4694"
+            "sha256": "970963e9a42151b614487c5a4fdd7d360de3bdbd5a17db234983200d27a274e9"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -22,14 +22,6 @@
             "index": "pypi",
             "version": "==4.1.0"
         },
-        "appnope": {
-            "hashes": [
-                "sha256:93aa393e9d6c54c5cd570ccadd8edad61ea0c4b9ea7a01409020c9aa019eb442",
-                "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"
-            ],
-            "markers": "sys_platform == 'darwin' and platform_system == 'Darwin'",
-            "version": "==0.1.2"
-        },
         "argon2-cffi": {
             "hashes": [
                 "sha256:05a8ac07c7026542377e38389638a8a1e9b78f1cd8439cd7493b39f08dd75fbf",
@@ -63,11 +55,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:6b0ed1af831570e500e2437625979eaa3b36011f66ddfc4ce930128610258ca9",
-                "sha256:cd80bf957c49765dce6d92c43163ff9d2abc43132ce64d4b1b47717c6d2522df"
+                "sha256:4db03ab5fc3340cf619dbc25e42c2cc3755154ce6009469766d7143d1fc2ee4e",
+                "sha256:8a398dfce302c13f14bab13e2b14fe385d32b73f4e4853b9bdfb64598baa1975"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2.5.2"
+            "markers": "python_version ~= '3.6'",
+            "version": "==2.5.6"
         },
         "async-generator": {
             "hashes": [
@@ -285,7 +277,7 @@
                 "sha256:f0b278ce10936db1a37e6954e15a3730bea96a0997c26d7fee88e6c396c2086d",
                 "sha256:f11642dddbb0253cc8853254301b51390ba0081750a8ac03f20ea8103f0c56b6"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4.0'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
             "version": "==5.5"
         },
         "cycler": {
@@ -315,10 +307,11 @@
         },
         "decorator": {
             "hashes": [
-                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
-                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
+                "sha256:6f201a6c4dac3d187352661f508b9364ec8091217442c9478f1f83c003a0f060",
+                "sha256:945d84890bb20cc4a2f4a31fc4311c0c473af65ea318617f13a7257c9a58bc98"
             ],
-            "version": "==4.4.2"
+            "markers": "python_version >= '3.5'",
+            "version": "==5.0.7"
         },
         "defusedxml": {
             "hashes": [
@@ -396,11 +389,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:c9db46394197244adf2f0b08ec5bc3cf16757e9590b02af1fca085c16c0d600a",
-                "sha256:d2d46ef77ffc85cbf7dac7e81dd663fde71c45326131bea8033b9bad42268ebe"
+                "sha256:8c501196e49fb9df5df43833bdb1e4328f64847763ec8a50703148b73784d581",
+                "sha256:d7eb1dea6d6a6086f8be21784cc9e3bcfa55872b52309bc5fad53a8ea444465d"
             ],
             "index": "pypi",
-            "version": "==3.10.0"
+            "version": "==4.0.1"
         },
         "iniconfig": {
             "hashes": [
@@ -411,11 +404,11 @@
         },
         "ipykernel": {
             "hashes": [
-                "sha256:98321abefdf0505fb3dc7601f60fc4087364d394bd8fad53107eb1adee9ff475",
-                "sha256:efd07253b54d84d26e0878d268c8c3a41582a18750da633c2febfd2ece0d467d"
+                "sha256:21abd584543759e49010975a4621603b3cf871b1039cb3879a14094717692614",
+                "sha256:a682e4f7affd86d9ce9b699d21bcab6d5ec9fbb2bfcb194f2706973b252bc509"
             ],
             "markers": "python_version >= '3.4'",
-            "version": "==5.5.0"
+            "version": "==5.5.3"
         },
         "ipython": {
             "hashes": [
@@ -444,7 +437,7 @@
                 "sha256:0a943902919f65c5684ac4e0154b1ad4fac6dcaa5d9f3426b732f1c8b5419be6",
                 "sha256:2bb1680aad211e3c9944dbce1d4ba09a989f04e238296c87fe2139faa26d655d"
             ],
-            "markers": "python_version >= '3.6' and python_version < '4.0'",
+            "markers": "python_version >= '3.6' and python_version < '4'",
             "version": "==5.8.0"
         },
         "jedi": {
@@ -635,28 +628,28 @@
         },
         "matplotlib": {
             "hashes": [
-                "sha256:133469eb5d54a0a963d08a07356d03f6de41b6789f2a9d15aed0e6f3aabbf502",
-                "sha256:2b54bbce73115f6f95912f57348b2e0fc03cc86a09c73191f1216d79c16cda3c",
-                "sha256:36e2f68b7d2f22eacc4d9d4dfdf3a975c9db31fa6e36e16a2d60bf4c1ff5a35c",
-                "sha256:3847ce29a01e1d1f0aa691263e510ce8504a20d158a811ed3a45c4c1d9e708e7",
-                "sha256:3bcee5685afb76d2a31f8a6b190caf2e52be250d214155b91830110416767de3",
-                "sha256:3c617fc6f7d6ac0c6142e34f3066520273195c75fb5371eabfddb3da04a75174",
-                "sha256:4002b0928bcd695eb7f23bf18c52e3cf23501a9c06a1de596079d74932aa4068",
-                "sha256:424ddb3422c65b284a38a97eb48f5cb64b66a44a773e0c71281a347f1738f146",
-                "sha256:7571d470cd5df2d6c27ee0e6dabbebd130eae91da19c3749c6946918f8bcad49",
-                "sha256:7e76956b8dd4bd8a6be71e401e4a24d975e57d5849a80c24a35551040ff82df0",
-                "sha256:85388289b356f5f19464b84eaa7532cd10d3f701505ae8d988b3dfb1332d785f",
-                "sha256:85d7b8da66bb71054f3d73210b4fe24cca8afc6f92f00569b2ad24ca32438034",
-                "sha256:8b046715f710b58dc89241eb3c8e907a30b269e915df6a134bb419f05a6507bf",
-                "sha256:966a1bb53ce56dcd542b4edb667166aac14c8eaf2a3acd68f403eccedf0d21a7",
-                "sha256:a2828982c5329cceea67bae0af49e2bfae3471499d6d6aa4359efa0ef491b0f7",
-                "sha256:a960ee5a139011e1d203df75eafc4e98013927f36ab69510313bc7d9d4641e38",
-                "sha256:e879b5915f0c8e765d0e1ae4ecf93fafbde4a1dee88409427ac0ca55d31a41a9",
-                "sha256:fa0f7f3b2a0067ee5806264478f39fa52d7ddf8ee9b3012e5257b2ff39a15e0b",
-                "sha256:fe4676d7f25d2915562aa551996843e97e7d25aefc54617a3b0fe74a967bc2c8"
+                "sha256:1f83a32e4b6045191f9d34e4dc68c0a17c870b57ef9cca518e516da591246e79",
+                "sha256:2eee37340ca1b353e0a43a33da79d0cd4bcb087064a0c3c3d1329cdea8fbc6f3",
+                "sha256:53ceb12ef44f8982b45adc7a0889a7e2df1d758e8b360f460e435abe8a8cd658",
+                "sha256:574306171b84cd6854c83dc87bc353cacc0f60184149fb00c9ea871eca8c1ecb",
+                "sha256:7561fd541477d41f3aa09457c434dd1f7604f3bd26d7858d52018f5dfe1c06d1",
+                "sha256:7a54efd6fcad9cb3cd5ef2064b5a3eeb0b63c99f26c346bdcf66e7c98294d7cc",
+                "sha256:7f16660edf9a8bcc0f766f51c9e1b9d2dc6ceff6bf636d2dbd8eb925d5832dfd",
+                "sha256:81e6fe8b18ef5be67f40a1d4f07d5a4ed21d3878530193898449ddef7793952f",
+                "sha256:84a10e462120aa7d9eb6186b50917ed5a6286ee61157bfc17c5b47987d1a9068",
+                "sha256:84d4c4f650f356678a5d658a43ca21a41fca13f9b8b00169c0b76e6a6a948908",
+                "sha256:86dc94e44403fa0f2b1dd76c9794d66a34e821361962fe7c4e078746362e3b14",
+                "sha256:90dbc007f6389bcfd9ef4fe5d4c78c8d2efe4e0ebefd48b4f221cdfed5672be2",
+                "sha256:9f374961a3996c2d1b41ba3145462c3708a89759e604112073ed6c8bdf9f622f",
+                "sha256:a18cc1ab4a35b845cf33b7880c979f5c609fd26c2d6e74ddfacb73dcc60dd956",
+                "sha256:a97781453ac79409ddf455fccf344860719d95142f9c334f2a8f3fff049ffec3",
+                "sha256:a989022f89cda417f82dbf65e0a830832afd8af743d05d1414fb49549287ff04",
+                "sha256:ac2a30a09984c2719f112a574b6543ccb82d020fd1b23b4d55bf4759ba8dd8f5",
+                "sha256:be4430b33b25e127fc4ea239cc386389de420be4d63e71d5359c20b562951ce1",
+                "sha256:c45e7bf89ea33a2adaef34774df4e692c7436a18a48bcb0e47a53e698a39fa39"
             ],
             "index": "pypi",
-            "version": "==3.4.0"
+            "version": "==3.4.1"
         },
         "mccabe": {
             "hashes": [
@@ -712,11 +705,11 @@
         },
         "nbformat": {
             "hashes": [
-                "sha256:1d223e64a18bfa7cdf2db2e9ba8a818312fc2a0701d2e910b58df66809385a56",
-                "sha256:3949fdc8f5fa0b1afca16fb307546e78494fa7a7bceff880df8168eafda0e7ac"
+                "sha256:b516788ad70771c6250977c1374fcca6edebe6126fd2adb5a69aa5c2356fd1c8",
+                "sha256:eb8447edd7127d043361bc17f2f5a807626bc8e878c7709a1c647abda28a9171"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==5.1.2"
+            "version": "==5.1.3"
         },
         "nest-asyncio": {
             "hashes": [
@@ -728,9 +721,11 @@
         },
         "nltk": {
             "hashes": [
-                "sha256:845365449cd8c5f9731f7cb9f8bd6fd0767553b9d53af9eb1b3abf7700936b35"
+                "sha256:240e23ab1ab159ef9940777d30c7c72d7e76d91877099218a7585370c11f6b9e",
+                "sha256:57d556abed621ab9be225cc6d2df1edce17572efb67a3d754630c9f8381503eb"
             ],
-            "version": "==3.5"
+            "markers": "python_version >= '3.5'",
+            "version": "==3.6.2"
         },
         "notebook": {
             "hashes": [
@@ -780,25 +775,25 @@
         },
         "pandas": {
             "hashes": [
-                "sha256:09761bf5f8c741d47d4b8b9073288de1be39bbfccc281d70b889ade12b2aad29",
-                "sha256:0f27fd1adfa256388dc34895ca5437eaf254832223812afd817a6f73127f969c",
-                "sha256:43e00770552595c2250d8d712ec8b6e08ca73089ac823122344f023efa4abea3",
-                "sha256:46fc671c542a8392a4f4c13edc8527e3a10f6cb62912d856f82248feb747f06e",
-                "sha256:475b7772b6e18a93a43ea83517932deff33954a10d4fbae18d0c1aba4182310f",
-                "sha256:4d821b9b911fc1b7d428978d04ace33f0af32bb7549525c8a7b08444bce46b74",
-                "sha256:5e3c8c60541396110586bcbe6eccdc335a38e7de8c217060edaf4722260b158f",
-                "sha256:621c044a1b5e535cf7dcb3ab39fca6f867095c3ef223a524f18f60c7fee028ea",
-                "sha256:72ffcea00ae8ffcdbdefff800284311e155fbb5ed6758f1a6110fc1f8f8f0c1c",
-                "sha256:8a051e957c5206f722e83f295f95a2cf053e890f9a1fba0065780a8c2d045f5d",
-                "sha256:97b1954533b2a74c7e20d1342c4f01311d3203b48f2ebf651891e6a6eaf01104",
-                "sha256:9f5829e64507ad10e2561b60baf285c470f3c4454b007c860e77849b88865ae7",
-                "sha256:a93e34f10f67d81de706ce00bf8bb3798403cabce4ccb2de10c61b5ae8786ab5",
-                "sha256:d59842a5aa89ca03c2099312163ffdd06f56486050e641a45d926a072f04d994",
-                "sha256:dbb255975eb94143f2e6ec7dadda671d25147939047839cd6b8a4aff0379bb9b",
-                "sha256:df6f10b85aef7a5bb25259ad651ad1cc1d6bb09000595cab47e718cbac250b1d"
+                "sha256:167693a80abc8eb28051fbd184c1b7afd13ce2c727a5af47b048f1ea3afefff4",
+                "sha256:2111c25e69fa9365ba80bbf4f959400054b2771ac5d041ed19415a8b488dc70a",
+                "sha256:298f0553fd3ba8e002c4070a723a59cdb28eda579f3e243bc2ee397773f5398b",
+                "sha256:2b063d41803b6a19703b845609c0b700913593de067b552a8b24dd8eeb8c9895",
+                "sha256:2cb7e8f4f152f27dc93f30b5c7a98f6c748601ea65da359af734dd0cf3fa733f",
+                "sha256:52d2472acbb8a56819a87aafdb8b5b6d2b3386e15c95bde56b281882529a7ded",
+                "sha256:612add929bf3ba9d27b436cc8853f5acc337242d6b584203f207e364bb46cb12",
+                "sha256:649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279",
+                "sha256:68d7baa80c74aaacbed597265ca2308f017859123231542ff8a5266d489e1858",
+                "sha256:8d4c74177c26aadcfb4fd1de6c1c43c2bf822b3e0fc7a9b409eeaf84b3e92aaa",
+                "sha256:971e2a414fce20cc5331fe791153513d076814d30a60cd7348466943e6e909e4",
+                "sha256:9db70ffa8b280bb4de83f9739d514cd0735825e79eef3a61d312420b9f16b758",
+                "sha256:b730add5267f873b3383c18cac4df2527ac4f0f0eed1c6cf37fcb437e25cf558",
+                "sha256:bd659c11a4578af740782288cac141a322057a2e36920016e0fc7b25c5a4b686",
+                "sha256:c601c6fdebc729df4438ec1f62275d6136a0dd14d332fc0e8ce3f7d2aadb4dd6",
+                "sha256:d0877407359811f7b853b548a614aacd7dea83b0c0c84620a9a643f180060950"
             ],
             "markers": "python_full_version >= '3.7.1'",
-            "version": "==1.2.3"
+            "version": "==1.2.4"
         },
         "pandocfilters": {
             "hashes": [
@@ -808,11 +803,11 @@
         },
         "parso": {
             "hashes": [
-                "sha256:15b00182f472319383252c18d5913b69269590616c947747bc50bf4ac768f410",
-                "sha256:8519430ad07087d4c997fda3a7918f7cfa27cb58972a8c89c2a0295a1c940e9e"
+                "sha256:12b83492c6239ce32ff5eed6d3639d6a536170723c6f3f1506869f1ace413398",
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@@ -831,42 +826,42 @@
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@@ -907,10 +902,11 @@
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@@ -922,28 +918,28 @@
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@@ -998,10 +994,10 @@
         },
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@@ -1013,18 +1009,18 @@
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@@ -1036,18 +1032,18 @@
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@@ -1097,49 +1093,49 @@
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@@ -1225,7 +1221,7 @@
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@@ -1237,10 +1233,11 @@
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@@ -1289,11 +1286,11 @@
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@@ -1349,7 +1346,7 @@
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@@ -1409,11 +1406,11 @@
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-            "version": "==4.59.0"
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@@ -1435,7 +1432,7 @@
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             "version": "==1.26.4"
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@@ -1453,6 +1450,29 @@
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@@ -1507,10 +1527,11 @@
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@@ -1575,16 +1596,16 @@
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@@ -1659,16 +1680,16 @@
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@@ -1680,100 +1701,57 @@
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-                "sha256:b98bc9db003f1079caf07b610377ed1ac2e2c11acc2bea4892e28cc5b509d8d5",
-                "sha256:b9d8d286c53fe0cbc6d20bf3d583cabcd1499d89034524e3b94c93a5ab85ca90",
-                "sha256:bcd945175c29a672f13fce13a11893556cd440e37c1b643d6eeab1988c8b209c",
-                "sha256:c66221e947d7207457f8b6f42b12f613b09efa9669f65a587a2a71f6a0e4d106",
-                "sha256:c782da0e45aff131f0bed6e66fbcfa589ff2862fc719b83a88640daa01a5aff7",
-                "sha256:cb4ee827857a5ad9b8ae34d3c8cc51151cb4a3fe082c12ec20ec73e63cc7c6f0",
-                "sha256:d47d359545b0ccad29d572ecd52c9da945de7cd6cf9c0cfcb0269f76d3555689",
-                "sha256:dc9963aacb7da5177e40874585d7407c0f93fb9d7518ec58b86e562f633f36cd",
-                "sha256:ea2f41445852c660ba7c3ebf7d70b3779b20d9ca8ba54485a17740db49f46932",
-                "sha256:f5d0c921c99297354cecc5a416ee4280bd3f20fd81b9fb671ca6be71499c3fdf",
-                "sha256:f85d6f41e34f6a2d1607e312820971872944f1661a73d33e1e82d35ea3305e14"
-            ],
-            "version": "==2021.3.17"
+                "sha256:01afaf2ec48e196ba91b37451aa353cb7eda77efe518e481707e0515025f0cd5",
+                "sha256:11d773d75fa650cd36f68d7ca936e3c7afaae41b863b8c387a22aaa78d3c5c79",
+                "sha256:18c071c3eb09c30a264879f0d310d37fe5d3a3111662438889ae2eb6fc570c31",
+                "sha256:1e1c20e29358165242928c2de1482fb2cf4ea54a6a6dea2bd7a0e0d8ee321500",
+                "sha256:281d2fd05555079448537fe108d79eb031b403dac622621c78944c235f3fcf11",
+                "sha256:314d66636c494ed9c148a42731b3834496cc9a2c4251b1661e40936814542b14",
+                "sha256:32e65442138b7b76dd8173ffa2cf67356b7bc1768851dded39a7a13bf9223da3",
+                "sha256:339456e7d8c06dd36a22e451d58ef72cef293112b559010db3d054d5560ef439",
+                "sha256:3916d08be28a1149fb97f7728fca1f7c15d309a9f9682d89d79db75d5e52091c",
+                "sha256:3a9cd17e6e5c7eb328517969e0cb0c3d31fd329298dd0c04af99ebf42e904f82",
+                "sha256:47bf5bf60cf04d72bf6055ae5927a0bd9016096bf3d742fa50d9bf9f45aa0711",
+                "sha256:4c46e22a0933dd783467cf32b3516299fb98cfebd895817d685130cc50cd1093",
+                "sha256:4c557a7b470908b1712fe27fb1ef20772b78079808c87d20a90d051660b1d69a",
+                "sha256:52ba3d3f9b942c49d7e4bc105bb28551c44065f139a65062ab7912bef10c9afb",
+                "sha256:563085e55b0d4fb8f746f6a335893bda5c2cef43b2f0258fe1020ab1dd874df8",
+                "sha256:598585c9f0af8374c28edd609eb291b5726d7cbce16be6a8b95aa074d252ee17",
+                "sha256:619d71c59a78b84d7f18891fe914446d07edd48dc8328c8e149cbe0929b4e000",
+                "sha256:67bdb9702427ceddc6ef3dc382455e90f785af4c13d495f9626861763ee13f9d",
+                "sha256:6d1b01031dedf2503631d0903cb563743f397ccaf6607a5e3b19a3d76fc10480",
+                "sha256:741a9647fcf2e45f3a1cf0e24f5e17febf3efe8d4ba1281dcc3aa0459ef424dc",
+                "sha256:7c2a1af393fcc09e898beba5dd59196edaa3116191cc7257f9224beaed3e1aa0",
+                "sha256:7d9884d86dd4dd489e981d94a65cd30d6f07203d90e98f6f657f05170f6324c9",
+                "sha256:90f11ff637fe8798933fb29f5ae1148c978cccb0452005bf4c69e13db951e765",
+                "sha256:919859aa909429fb5aa9cf8807f6045592c85ef56fdd30a9a3747e513db2536e",
+                "sha256:96fcd1888ab4d03adfc9303a7b3c0bd78c5412b2bfbe76db5b56d9eae004907a",
+                "sha256:97f29f57d5b84e73fbaf99ab3e26134e6687348e95ef6b48cfd2c06807005a07",
+                "sha256:980d7be47c84979d9136328d882f67ec5e50008681d94ecc8afa8a65ed1f4a6f",
+                "sha256:a91aa8619b23b79bcbeb37abe286f2f408d2f2d6f29a17237afda55bb54e7aac",
+                "sha256:ade17eb5d643b7fead300a1641e9f45401c98eee23763e9ed66a43f92f20b4a7",
+                "sha256:b9c3db21af35e3b3c05764461b262d6f05bbca08a71a7849fd79d47ba7bc33ed",
+                "sha256:bd28bc2e3a772acbb07787c6308e00d9626ff89e3bfcdebe87fa5afbfdedf968",
+                "sha256:bf5824bfac591ddb2c1f0a5f4ab72da28994548c708d2191e3b87dd207eb3ad7",
+                "sha256:c0502c0fadef0d23b128605d69b58edb2c681c25d44574fc673b0e52dce71ee2",
+                "sha256:c38c71df845e2aabb7fb0b920d11a1b5ac8526005e533a8920aea97efb8ec6a4",
+                "sha256:ce15b6d103daff8e9fee13cf7f0add05245a05d866e73926c358e871221eae87",
+                "sha256:d3029c340cfbb3ac0a71798100ccc13b97dddf373a4ae56b6a72cf70dfd53bc8",
+                "sha256:e512d8ef5ad7b898cdb2d8ee1cb09a8339e4f8be706d27eaa180c2f177248a10",
+                "sha256:e8e5b509d5c2ff12f8418006d5a90e9436766133b564db0abaec92fd27fcee29",
+                "sha256:ee54ff27bf0afaf4c3b3a62bcd016c12c3fdb4ec4f413391a90bd38bc3624605",
+                "sha256:fa4537fb4a98fe8fde99626e4681cc644bdcf2a795038533f9f711513a862ae6",
+                "sha256:fd45ff9293d9274c5008a2054ecef86a9bfe819a67c7be1afb65e69b405b3042"
+            ],
+            "version": "==2021.4.4"
         },
         "toml": {
             "hashes": [
                 "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
                 "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
             "version": "==0.10.2"
-        },
-        "typed-ast": {
-            "hashes": [
-                "sha256:07d49388d5bf7e863f7fa2f124b1b1d89d8aa0e2f7812faff0a5658c01c59aa1",
-                "sha256:14bf1522cdee369e8f5581238edac09150c765ec1cb33615855889cf33dcb92d",
-                "sha256:240296b27397e4e37874abb1df2a608a92df85cf3e2a04d0d4d61055c8305ba6",
-                "sha256:36d829b31ab67d6fcb30e185ec996e1f72b892255a745d3a82138c97d21ed1cd",
-                "sha256:37f48d46d733d57cc70fd5f30572d11ab8ed92da6e6b28e024e4a3edfb456e37",
-                "sha256:4c790331247081ea7c632a76d5b2a265e6d325ecd3179d06e9cf8d46d90dd151",
-                "sha256:5dcfc2e264bd8a1db8b11a892bd1647154ce03eeba94b461effe68790d8b8e07",
-                "sha256:7147e2a76c75f0f64c4319886e7639e490fee87c9d25cb1d4faef1d8cf83a440",
-                "sha256:7703620125e4fb79b64aa52427ec192822e9f45d37d4b6625ab37ef403e1df70",
-                "sha256:8368f83e93c7156ccd40e49a783a6a6850ca25b556c0fa0240ed0f659d2fe496",
-                "sha256:84aa6223d71012c68d577c83f4e7db50d11d6b1399a9c779046d75e24bed74ea",
-                "sha256:85f95aa97a35bdb2f2f7d10ec5bbdac0aeb9dafdaf88e17492da0504de2e6400",
-                "sha256:8db0e856712f79c45956da0c9a40ca4246abc3485ae0d7ecc86a20f5e4c09abc",
-                "sha256:9044ef2df88d7f33692ae3f18d3be63dec69c4fb1b5a4a9ac950f9b4ba571606",
-                "sha256:963c80b583b0661918718b095e02303d8078950b26cc00b5e5ea9ababe0de1fc",
-                "sha256:987f15737aba2ab5f3928c617ccf1ce412e2e321c77ab16ca5a293e7bbffd581",
-                "sha256:9ec45db0c766f196ae629e509f059ff05fc3148f9ffd28f3cfe75d4afb485412",
-                "sha256:9fc0b3cb5d1720e7141d103cf4819aea239f7d136acf9ee4a69b047b7986175a",
-                "sha256:a2c927c49f2029291fbabd673d51a2180038f8cd5a5b2f290f78c4516be48be2",
-                "sha256:a38878a223bdd37c9709d07cd357bb79f4c760b29210e14ad0fb395294583787",
-                "sha256:b4fcdcfa302538f70929eb7b392f536a237cbe2ed9cba88e3bf5027b39f5f77f",
-                "sha256:c0c74e5579af4b977c8b932f40a5464764b2f86681327410aa028a22d2f54937",
-                "sha256:c1c876fd795b36126f773db9cbb393f19808edd2637e00fd6caba0e25f2c7b64",
-                "sha256:c9aadc4924d4b5799112837b226160428524a9a45f830e0d0f184b19e4090487",
-                "sha256:cc7b98bf58167b7f2db91a4327da24fb93368838eb84a44c472283778fc2446b",
-                "sha256:cf54cfa843f297991b7388c281cb3855d911137223c6b6d2dd82a47ae5125a41",
-                "sha256:d003156bb6a59cda9050e983441b7fa2487f7800d76bdc065566b7d728b4581a",
-                "sha256:d175297e9533d8d37437abc14e8a83cbc68af93cc9c1c59c2c292ec59a0697a3",
-                "sha256:d746a437cdbca200622385305aedd9aef68e8a645e385cc483bdc5e488f07166",
-                "sha256:e683e409e5c45d5c9082dc1daf13f6374300806240719f95dc783d1fc942af10"
-            ],
-            "version": "==1.4.2"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918",
-                "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c",
-                "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"
-            ],
-            "version": "==3.7.4.3"
         }
     }
 }
diff --git a/src/markdown.py b/src/markdown.py
index 92c2ab41..aeb21dc2 100644
--- a/src/markdown.py
+++ b/src/markdown.py
@@ -95,7 +95,7 @@ def md_parser(input_md: str, is_clean=True) -> Dict[str, str]:
             md_dict[cur_heading] += subnode.literal + " "
         else:
             continue
-    print(md_dict)
+            
     return md_dict
 
 
diff --git a/wordfreq.json b/wordfreq.json
new file mode 100644
index 00000000..ccf9d7b9
--- /dev/null
+++ b/wordfreq.json
@@ -0,0 +1,202 @@
+[
+    [
+        "editing",
+        195
+    ],
+    [
+        "genome",
+        187
+    ],
+    [
+        "technology",
+        166
+    ],
+    [
+        "harm",
+        84
+    ],
+    [
+        "use",
+        82
+    ],
+    [
+        "cause",
+        58
+    ],
+    [
+        "code",
+        58
+    ],
+    [
+        "user",
+        57
+    ],
+    [
+        "string",
+        47
+    ],
+    [
+        "lab",
+        46
+    ],
+    [
+        "people",
+        44
+    ],
+    [
+        "dna",
+        43
+    ],
+    [
+        "make",
+        43
+    ],
+    [
+        "assignment",
+        42
+    ],
+    [
+        "like",
+        41
+    ],
+    [
+        "program",
+        39
+    ],
+    [
+        "character",
+        37
+    ],
+    [
+        "practice",
+        35
+    ],
+    [
+        "java",
+        35
+    ],
+    [
+        "random",
+        34
+    ],
+    [
+        "think",
+        33
+    ],
+    [
+        "work",
+        32
+    ],
+    [
+        "class",
+        32
+    ],
+    [
+        "way",
+        32
+    ],
+    [
+        "learn",
+        31
+    ],
+    [
+        "gene",
+        31
+    ],
+    [
+        "avoid",
+        30
+    ],
+    [
+        "command",
+        30
+    ],
+    [
+        "letter",
+        28
+    ],
+    [
+        "replace",
+        27
+    ],
+    [
+        "suppose",
+        27
+    ],
+    [
+        "solution",
+        27
+    ],
+    [
+        "fix",
+        27
+    ],
+    [
+        "thing",
+        27
+    ],
+    [
+        "challenge",
+        26
+    ],
+    [
+        "help",
+        26
+    ],
+    [
+        "develop",
+        26
+    ],
+    [
+        "change",
+        26
+    ],
+    [
+        "want",
+        26
+    ],
+    [
+        "method",
+        25
+    ],
+    [
+        "need",
+        25
+    ],
+    [
+        "new",
+        25
+    ],
+    [
+        "try",
+        25
+    ],
+    [
+        "research",
+        25
+    ],
+    [
+        "value",
+        24
+    ],
+    [
+        "variable",
+        23
+    ],
+    [
+        "time",
+        22
+    ],
+    [
+        "scientist",
+        22
+    ],
+    [
+        "create",
+        21
+    ],
+    [
+        "technical",
+        19
+    ]
+]
\ No newline at end of file

From 386b8a8ab03c8068b55fe8bda439e56bce295993 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Sun, 25 Apr 2021 20:25:38 -0400
Subject: [PATCH 06/10] Fixed the printing issue

---
 wordfreq.json | 202 --------------------------------------------------
 1 file changed, 202 deletions(-)
 delete mode 100644 wordfreq.json

diff --git a/wordfreq.json b/wordfreq.json
deleted file mode 100644
index ccf9d7b9..00000000
--- a/wordfreq.json
+++ /dev/null
@@ -1,202 +0,0 @@
-[
-    [
-        "editing",
-        195
-    ],
-    [
-        "genome",
-        187
-    ],
-    [
-        "technology",
-        166
-    ],
-    [
-        "harm",
-        84
-    ],
-    [
-        "use",
-        82
-    ],
-    [
-        "cause",
-        58
-    ],
-    [
-        "code",
-        58
-    ],
-    [
-        "user",
-        57
-    ],
-    [
-        "string",
-        47
-    ],
-    [
-        "lab",
-        46
-    ],
-    [
-        "people",
-        44
-    ],
-    [
-        "dna",
-        43
-    ],
-    [
-        "make",
-        43
-    ],
-    [
-        "assignment",
-        42
-    ],
-    [
-        "like",
-        41
-    ],
-    [
-        "program",
-        39
-    ],
-    [
-        "character",
-        37
-    ],
-    [
-        "practice",
-        35
-    ],
-    [
-        "java",
-        35
-    ],
-    [
-        "random",
-        34
-    ],
-    [
-        "think",
-        33
-    ],
-    [
-        "work",
-        32
-    ],
-    [
-        "class",
-        32
-    ],
-    [
-        "way",
-        32
-    ],
-    [
-        "learn",
-        31
-    ],
-    [
-        "gene",
-        31
-    ],
-    [
-        "avoid",
-        30
-    ],
-    [
-        "command",
-        30
-    ],
-    [
-        "letter",
-        28
-    ],
-    [
-        "replace",
-        27
-    ],
-    [
-        "suppose",
-        27
-    ],
-    [
-        "solution",
-        27
-    ],
-    [
-        "fix",
-        27
-    ],
-    [
-        "thing",
-        27
-    ],
-    [
-        "challenge",
-        26
-    ],
-    [
-        "help",
-        26
-    ],
-    [
-        "develop",
-        26
-    ],
-    [
-        "change",
-        26
-    ],
-    [
-        "want",
-        26
-    ],
-    [
-        "method",
-        25
-    ],
-    [
-        "need",
-        25
-    ],
-    [
-        "new",
-        25
-    ],
-    [
-        "try",
-        25
-    ],
-    [
-        "research",
-        25
-    ],
-    [
-        "value",
-        24
-    ],
-    [
-        "variable",
-        23
-    ],
-    [
-        "time",
-        22
-    ],
-    [
-        "scientist",
-        22
-    ],
-    [
-        "create",
-        21
-    ],
-    [
-        "technical",
-        19
-    ]
-]
\ No newline at end of file

From 1545b05a92d8fc0e9e1e8332b09e25e24bba3ee8 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Sun, 25 Apr 2021 21:16:12 -0400
Subject: [PATCH 07/10] Added feature to create a seperate folder to save the
 files

---
 textmining.py | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/textmining.py b/textmining.py
index 6af6df31..77b51c31 100644
--- a/textmining.py
+++ b/textmining.py
@@ -1,6 +1,7 @@
 """CLI Entry point"""
 import json
 import sys
+import os
 
 import src.analyzer as az
 import src.summarizer as sz
@@ -8,6 +9,14 @@
 
 
 if __name__ == "__main__":
+
+    directory = "records"
+    path = os.path.join(directory)
+    try:
+        os.mkdir(path)
+    except OSError as error:
+        print(error)
+
     tm_arguments = arg.parse(sys.argv[1:])
     directory = tm_arguments.directory
     function = tm_arguments.function
@@ -18,7 +27,7 @@
             #print("saving")
             # Write the summary into a json file.
             data = sz.summarizer(directory)
-            file = open(record + ".json", "w")
+            file = open(path + "/" + record + ".json", "w")
             json.dump(data, file, indent=4)
             file.close()
         else:
@@ -26,7 +35,7 @@
     elif function == "frequency":
         if record:
             data = az.dir_frequency(directory)
-            file = open(record + ".json", "w")
+            file = open(path + "/" + record + ".json", "w")
             json.dump(data, file, indent=4)
             file.close()
         else:

From d602974ef44c334eb4a4d64830b0742b959c724a Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Sun, 25 Apr 2021 21:26:19 -0400
Subject: [PATCH 08/10] See if this passes the checks

---
 textmining.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/textmining.py b/textmining.py
index 77b51c31..69ea8568 100644
--- a/textmining.py
+++ b/textmining.py
@@ -10,6 +10,7 @@
 
 if __name__ == "__main__":
 
+    # Making a new directory to store the files.
     directory = "records"
     path = os.path.join(directory)
     try:
@@ -24,7 +25,6 @@
     if function == "summary":
         # Determine if user wants to keep a record of the result.
         if record:
-            #print("saving")
             # Write the summary into a json file.
             data = sz.summarizer(directory)
             file = open(path + "/" + record + ".json", "w")

From 6b5ea5c01bafc7a85fd9730f867a3daf8382ea25 Mon Sep 17 00:00:00 2001
From: Linh Nguyen Mai <nguyenmail@allegheny.edu>
Date: Sun, 25 Apr 2021 21:36:51 -0400
Subject: [PATCH 09/10] See if check passes 2

---
 src/markdown.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/markdown.py b/src/markdown.py
index aeb21dc2..907ceb6a 100644
--- a/src/markdown.py
+++ b/src/markdown.py
@@ -95,7 +95,6 @@ def md_parser(input_md: str, is_clean=True) -> Dict[str, str]:
             md_dict[cur_heading] += subnode.literal + " "
         else:
             continue
-            
     return md_dict
 
 

From 44d5e3d530221bd492b160928f44b527e389a847 Mon Sep 17 00:00:00 2001
From: enpuyou <youe2@allegheny.edu>
Date: Sun, 25 Apr 2021 21:45:35 -0400
Subject: [PATCH 10/10] Update Pipfile to the master branch

---
 Pipfile      |   1 +
 Pipfile.lock | 283 +++++++++++++++++++++++++++++++--------------------
 2 files changed, 174 insertions(+), 110 deletions(-)

diff --git a/Pipfile b/Pipfile
index b6031dff..4b732bbe 100644
--- a/Pipfile
+++ b/Pipfile
@@ -24,6 +24,7 @@ textblob = "*"
 scipy = "*"
 pylint = "*"
 importlib-metadata = "*"
+atomicwrites = "*"
 
 [pipenv]
 allow_prereleases = true
diff --git a/Pipfile.lock b/Pipfile.lock
index fd214e5f..9e16af1e 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "970963e9a42151b614487c5a4fdd7d360de3bdbd5a17db234983200d27a274e9"
+            "sha256": "6b3bc1c36fb65fe6bdb73ed8dec80bcae9330690e3c1033ffeeb05209f5ce6dc"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -55,11 +55,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:4db03ab5fc3340cf619dbc25e42c2cc3755154ce6009469766d7143d1fc2ee4e",
-                "sha256:8a398dfce302c13f14bab13e2b14fe385d32b73f4e4853b9bdfb64598baa1975"
+                "sha256:ad63b8552c70939568966811a088ef0bc880f99a24a00834abd0e3681b514f91",
+                "sha256:bea3f32799fbb8581f58431c12591bc20ce11cbc90ad82e2ea5717d94f2080d5"
             ],
-            "markers": "python_version ~= '3.6'",
-            "version": "==2.5.6"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.5.3"
         },
         "async-generator": {
             "hashes": [
@@ -69,6 +69,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==1.10"
         },
+        "atomicwrites": {
+            "hashes": [
+                "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197",
+                "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"
+            ],
+            "index": "pypi",
+            "version": "==1.4.0"
+        },
         "attrs": {
             "hashes": [
                 "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
@@ -214,6 +222,14 @@
             "index": "pypi",
             "version": "==2.1.11"
         },
+        "colorama": {
+            "hashes": [
+                "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b",
+                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
+            ],
+            "markers": "sys_platform == 'win32' and sys_platform == 'win32' and sys_platform == 'win32'",
+            "version": "==0.4.4"
+        },
         "commonmark": {
             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -307,11 +323,11 @@
         },
         "decorator": {
             "hashes": [
-                "sha256:6f201a6c4dac3d187352661f508b9364ec8091217442c9478f1f83c003a0f060",
-                "sha256:945d84890bb20cc4a2f4a31fc4311c0c473af65ea318617f13a7257c9a58bc98"
+                "sha256:d9f2d2863183a3c0df05f4b786f2e6b8752c093b3547a558f287bf3022fd2bf4",
+                "sha256:f2e71efb39412bfd23d878e896a51b07744f2e2250b2e87d158e76828c5ae202"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==5.0.7"
+            "version": "==5.0.6"
         },
         "defusedxml": {
             "hashes": [
@@ -389,11 +405,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:8c501196e49fb9df5df43833bdb1e4328f64847763ec8a50703148b73784d581",
-                "sha256:d7eb1dea6d6a6086f8be21784cc9e3bcfa55872b52309bc5fad53a8ea444465d"
+                "sha256:c9db46394197244adf2f0b08ec5bc3cf16757e9590b02af1fca085c16c0d600a",
+                "sha256:d2d46ef77ffc85cbf7dac7e81dd663fde71c45326131bea8033b9bad42268ebe"
             ],
             "index": "pypi",
-            "version": "==4.0.1"
+            "version": "==3.10.0"
         },
         "iniconfig": {
             "hashes": [
@@ -721,11 +737,11 @@
         },
         "nltk": {
             "hashes": [
-                "sha256:240e23ab1ab159ef9940777d30c7c72d7e76d91877099218a7585370c11f6b9e",
-                "sha256:57d556abed621ab9be225cc6d2df1edce17572efb67a3d754630c9f8381503eb"
+                "sha256:1235660f52ab10fda34d5277096724747f767b2903e1c0c4e14bde013552c9ba",
+                "sha256:cbc2ed576998fcf7cd181eeb3ca029e5f0025b264074b4beb57ce780673f8b86"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==3.6.2"
+            "version": "==3.6.1"
         },
         "notebook": {
             "hashes": [
@@ -775,25 +791,25 @@
         },
         "pandas": {
             "hashes": [
-                "sha256:167693a80abc8eb28051fbd184c1b7afd13ce2c727a5af47b048f1ea3afefff4",
-                "sha256:2111c25e69fa9365ba80bbf4f959400054b2771ac5d041ed19415a8b488dc70a",
-                "sha256:298f0553fd3ba8e002c4070a723a59cdb28eda579f3e243bc2ee397773f5398b",
-                "sha256:2b063d41803b6a19703b845609c0b700913593de067b552a8b24dd8eeb8c9895",
-                "sha256:2cb7e8f4f152f27dc93f30b5c7a98f6c748601ea65da359af734dd0cf3fa733f",
-                "sha256:52d2472acbb8a56819a87aafdb8b5b6d2b3386e15c95bde56b281882529a7ded",
-                "sha256:612add929bf3ba9d27b436cc8853f5acc337242d6b584203f207e364bb46cb12",
-                "sha256:649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279",
-                "sha256:68d7baa80c74aaacbed597265ca2308f017859123231542ff8a5266d489e1858",
-                "sha256:8d4c74177c26aadcfb4fd1de6c1c43c2bf822b3e0fc7a9b409eeaf84b3e92aaa",
-                "sha256:971e2a414fce20cc5331fe791153513d076814d30a60cd7348466943e6e909e4",
-                "sha256:9db70ffa8b280bb4de83f9739d514cd0735825e79eef3a61d312420b9f16b758",
-                "sha256:b730add5267f873b3383c18cac4df2527ac4f0f0eed1c6cf37fcb437e25cf558",
-                "sha256:bd659c11a4578af740782288cac141a322057a2e36920016e0fc7b25c5a4b686",
-                "sha256:c601c6fdebc729df4438ec1f62275d6136a0dd14d332fc0e8ce3f7d2aadb4dd6",
-                "sha256:d0877407359811f7b853b548a614aacd7dea83b0c0c84620a9a643f180060950"
+                "sha256:09761bf5f8c741d47d4b8b9073288de1be39bbfccc281d70b889ade12b2aad29",
+                "sha256:0f27fd1adfa256388dc34895ca5437eaf254832223812afd817a6f73127f969c",
+                "sha256:43e00770552595c2250d8d712ec8b6e08ca73089ac823122344f023efa4abea3",
+                "sha256:46fc671c542a8392a4f4c13edc8527e3a10f6cb62912d856f82248feb747f06e",
+                "sha256:475b7772b6e18a93a43ea83517932deff33954a10d4fbae18d0c1aba4182310f",
+                "sha256:4d821b9b911fc1b7d428978d04ace33f0af32bb7549525c8a7b08444bce46b74",
+                "sha256:5e3c8c60541396110586bcbe6eccdc335a38e7de8c217060edaf4722260b158f",
+                "sha256:621c044a1b5e535cf7dcb3ab39fca6f867095c3ef223a524f18f60c7fee028ea",
+                "sha256:72ffcea00ae8ffcdbdefff800284311e155fbb5ed6758f1a6110fc1f8f8f0c1c",
+                "sha256:8a051e957c5206f722e83f295f95a2cf053e890f9a1fba0065780a8c2d045f5d",
+                "sha256:97b1954533b2a74c7e20d1342c4f01311d3203b48f2ebf651891e6a6eaf01104",
+                "sha256:9f5829e64507ad10e2561b60baf285c470f3c4454b007c860e77849b88865ae7",
+                "sha256:a93e34f10f67d81de706ce00bf8bb3798403cabce4ccb2de10c61b5ae8786ab5",
+                "sha256:d59842a5aa89ca03c2099312163ffdd06f56486050e641a45d926a072f04d994",
+                "sha256:dbb255975eb94143f2e6ec7dadda671d25147939047839cd6b8a4aff0379bb9b",
+                "sha256:df6f10b85aef7a5bb25259ad651ad1cc1d6bb09000595cab47e718cbac250b1d"
             ],
             "markers": "python_full_version >= '3.7.1'",
-            "version": "==1.2.4"
+            "version": "==1.2.3"
         },
         "pandocfilters": {
             "hashes": [
@@ -809,14 +825,6 @@
             "markers": "python_version >= '3.6'",
             "version": "==0.8.2"
         },
-        "pexpect": {
-            "hashes": [
-                "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937",
-                "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"
-            ],
-            "markers": "sys_platform != 'win32'",
-            "version": "==4.8.0"
-        },
         "pickleshare": {
             "hashes": [
                 "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca",
@@ -941,14 +949,6 @@
             ],
             "version": "==3.15.8"
         },
-        "ptyprocess": {
-            "hashes": [
-                "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35",
-                "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"
-            ],
-            "markers": "os_name != 'nt'",
-            "version": "==0.7.0"
-        },
         "py": {
             "hashes": [
                 "sha256:21b81bda15b66ef5e1a777a21c4dcd9c20ad3efd0b3f817e7a809035269e1bd3",
@@ -957,33 +957,6 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.10.0"
         },
-        "pyarrow": {
-            "hashes": [
-                "sha256:03e2435da817bc2b5d0fad6f2e53305eb36c24004ddfcb2b30e4217a1a80cf22",
-                "sha256:2be3a9eab4bfd00024dc3c83fa03de1c1d04a0f47ebaf3dc483cd100546eacbf",
-                "sha256:2c3353d38d137f1158595b3b18dcef711f3d8fdb57cf7ae2d861d07235064bc1",
-                "sha256:2d5c95eb04a3d2e786e097b53534893eade6c8b3faf10f53a06143384b4446b1",
-                "sha256:31e6fc0868963aba4e6b8a3e218c9a5ff347bca870d622da0b3d58269d0c5398",
-                "sha256:3b46487c45faaea8d1a5aa65002e2832ae2e1c9e68ecb461cda4fa59891cf490",
-                "sha256:3ea6574d1ae2d9bff7e6e1715f64c31bdc01b42387a5c78311a8ce9c09cfe135",
-                "sha256:4bf8cc43e1db1e0517466209ee8e8f459d9b5e1b4074863317f2a965cf59889e",
-                "sha256:5faa2dc73444bdcf042f121383965a47362be1f946303d46e8fd80f8d26cd90c",
-                "sha256:72206cde1857d5420601feae75f53921cffab4326b42262a858c7b8be67982b7",
-                "sha256:960a9b0fd599601ddac42f16d5acf049637ec08957359c6741d6eb2bf0dbae97",
-                "sha256:978bbe8ec9090d1133a25f00f32ed92600f9d315fbfa29a17952bee01f0d7fe5",
-                "sha256:a07e286e81ceb20f8f0c45f69760d2ebc434fe83794d5f9b44f89fc2dc6dc24d",
-                "sha256:a76031ef19d11db2fef79a97cc69997c97bea35aa07efbe042a177c7e3b1a390",
-                "sha256:b08c119cc2b9fcd1567797fedb245a2f4352a3084a22b7298272afe7cf7a4730",
-                "sha256:b1cf92df9f336f31706249e543dc0ffce3c67a78204ce540f1173c6c07dfafec",
-                "sha256:b7a8903f2b8a80498725ef5d4a35cd7dd5a98b74e080d42692545e61a6cbfbe4",
-                "sha256:bf6684fe9e38f8ddb696e38901461eab783ec1d565974ebd5862270320b3e27f",
-                "sha256:cfea99a01d844c3db5e25374a6cdcf3b5ba1698bfe95d41272c295a4581e884c",
-                "sha256:d5666a7fa2668f3ff95df028c2072d59e8b17e73d682068e8505dafa2688f3cc",
-                "sha256:dec007a0f7adba86bd170252140ede01646b45c3a470d5862ce00d8e40cd29bd"
-            ],
-            "markers": "python_version < '3.9'",
-            "version": "==3.0.0"
-        },
         "pycparser": {
             "hashes": [
                 "sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0",
@@ -994,10 +967,10 @@
         },
         "pydeck": {
             "hashes": [
-                "sha256:24ffadfba72cf610a413d49bd9542f2f4fd745f33d6535dd339b121e9e084be8",
-                "sha256:e0d1f36e5cf0f8181f82d25a5f33381b8296caaac671f355afe4a660964d0dea"
+                "sha256:9f77d28b45504010c48cc7a43bbc2108749862f6738f94dba2e9ad16a39b0be1",
+                "sha256:a431484424e92f75454cd5066935241d9244bc8c78afe478a7f83143878f28d0"
             ],
-            "version": "==0.6.2"
+            "version": "==0.6.1"
         },
         "pygments": {
             "hashes": [
@@ -1009,18 +982,18 @@
         },
         "pylint": {
             "hashes": [
-                "sha256:4236b7284853b779a8add49aca287a5899245894995c5591d2b5839a32482330",
-                "sha256:ad1bff19c46bfc6d2aeba4de5f76570d253df4915d2043ba61dc6a96233c4bd6"
+                "sha256:209d712ec870a0182df034ae19f347e725c1e615b2269519ab58a35b3fcbbe7a",
+                "sha256:bd38914c7731cdc518634a8d3c5585951302b6e2b6de60fbb3f7a0220e21eeee"
             ],
             "index": "pypi",
-            "version": "==2.8.1"
+            "version": "==2.7.4"
         },
         "pyparsing": {
             "hashes": [
                 "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1",
                 "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.4.7"
         },
         "pyrsistent": {
@@ -1043,7 +1016,7 @@
                 "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
                 "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.8.1"
         },
         "pytz": {
@@ -1053,6 +1026,38 @@
             ],
             "version": "==2021.1"
         },
+        "pywin32": {
+            "hashes": [
+                "sha256:1c204a81daed2089e55d11eefa4826c05e604d27fe2be40b6bf8db7b6a39da63",
+                "sha256:27a30b887afbf05a9cbb05e3ffd43104a9b71ce292f64a635389dbad0ed1cd85",
+                "sha256:350c5644775736351b77ba68da09a39c760d75d2467ecec37bd3c36a94fbed64",
+                "sha256:60a8fa361091b2eea27f15718f8eb7f9297e8d51b54dbc4f55f3d238093d5190",
+                "sha256:638b68eea5cfc8def537e43e9554747f8dee786b090e47ead94bfdafdb0f2f50",
+                "sha256:8151e4d7a19262d6694162d6da85d99a16f8b908949797fd99c83a0bfaf5807d",
+                "sha256:a3b4c48c852d4107e8a8ec980b76c94ce596ea66d60f7a697582ea9dce7e0db7",
+                "sha256:b1609ce9bd5c411b81f941b246d683d6508992093203d4eb7f278f4ed1085c3f",
+                "sha256:d7e8c7efc221f10d6400c19c32a031add1c4a58733298c09216f57b4fde110dc",
+                "sha256:fbb3b1b0fbd0b4fc2a3d1d81fe0783e30062c1abed1d17c32b7879d55858cfae"
+            ],
+            "markers": "sys_platform == 'win32'",
+            "version": "==300"
+        },
+        "pywinpty": {
+            "hashes": [
+                "sha256:1e525a4de05e72016a7af27836d512db67d06a015aeaf2fa0180f8e6a039b3c2",
+                "sha256:2740eeeb59297593a0d3f762269b01d0285c1b829d6827445fcd348fb47f7e70",
+                "sha256:2d7e9c881638a72ffdca3f5417dd1563b60f603e1b43e5895674c2a1b01f95a0",
+                "sha256:33df97f79843b2b8b8bc5c7aaf54adec08cc1bae94ee99dfb1a93c7a67704d95",
+                "sha256:5fb2c6c6819491b216f78acc2c521b9df21e0f53b9a399d58a5c151a3c4e2a2d",
+                "sha256:8fc5019ff3efb4f13708bd3b5ad327589c1a554cb516d792527361525a7cb78c",
+                "sha256:b358cb552c0f6baf790de375fab96524a0498c9df83489b8c23f7f08795e966b",
+                "sha256:dbd838de92de1d4ebf0dce9d4d5e4fc38d0b7b1de837947a18b57a882f219139",
+                "sha256:dd22c8efacf600730abe4a46c1388355ce0d4ab75dc79b15d23a7bd87bf05b48",
+                "sha256:e854211df55d107f0edfda8a80b39dfc87015bef52a8fe6594eb379240d81df2"
+            ],
+            "markers": "os_name == 'nt'",
+            "version": "==0.5.7"
+        },
         "pyzmq": {
             "hashes": [
                 "sha256:13465c1ff969cab328bc92f7015ce3843f6e35f8871ad79d236e4fbc85dbe4cb",
@@ -1221,7 +1226,7 @@
                 "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
                 "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.15.0"
         },
         "sklearn": {
@@ -1346,7 +1351,7 @@
                 "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
                 "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
         },
         "toolz": {
@@ -1452,26 +1457,26 @@
         },
         "watchdog": {
             "hashes": [
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-                "sha256:be4c578fa148a9cbc64451a3af26c4ee55d59c33f5438bcffc1956092df0888b",
-                "sha256:c678b51fb89c76816004c8234ac827977c23912c3826e263adbfb5dbe161e8dc"
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+                "sha256:0f7e9de9ba84af15e9e9fc29c3b13c972daa4d2b11de29aa86b26a26bc877c06",
+                "sha256:13c9ff58508dce55ba416eb0ef7af5aa5858558f2ec51112f099fd03503b670b",
+                "sha256:19675b8d1f00dabe74a0e66d87980623250d9360a21612e8c27b70a4b214ceeb",
+                "sha256:1cd715c4fb803581ded8943f39a51f21c17375d009ca9e3398d6b20638863a70",
+                "sha256:1f518a6940cde8720b8826a705c164e6b9bd6cf8c00f14269ffac51e017e06ec",
+                "sha256:3e933f3567c4521dd1a5d59fd54a522cae90bebcbeb8b74b84a2f33c90f08388",
+                "sha256:41b1a773f364f232b5bc184688e8d60451745d9e0971ac60c648bd47be8f4733",
+                "sha256:532fedd993e75554671faa36cd04c580ced3fae084254a779afbbd8aaf00566b",
+                "sha256:74528772516228f6a015a647027057939ff0b695a0b864cb3037e8e1aabc7ca0",
+                "sha256:89102465764e453609463cf620e744da1b0aa1f9f321b05961e2e7e15b3c9d8b",
+                "sha256:a412b1914e27f67b0a10e1ee19b5d035a9f7c115a062bbbd640653d9820ba4c8",
+                "sha256:ac6adbdf32e1d180574f9d0819e80259ae48e68727e80c3d950ed5a023714c3e",
+                "sha256:adda34bfe6db05485c1dfcd98232bdec385f991fe16358750c2163473eefb985",
+                "sha256:d2fcbc15772a82cd139c803a513c45b0fbc72a10a8a34dc2a8b429110b6f1236",
+                "sha256:d54e187b76053982180532cb7fd31152201c438b348c456f699929f8a89e786d",
+                "sha256:e0114e48ee981b38e328eaa0d5a625c7b4fc144b8dc7f7637749d6b5f7fefb0e"
             ],
             "markers": "platform_system != 'Darwin'",
-            "version": "==2.0.3"
+            "version": "==2.0.2"
         },
         "wcwidth": {
             "hashes": [
@@ -1517,6 +1522,14 @@
             ],
             "version": "==1.4.4"
         },
+        "atomicwrites": {
+            "hashes": [
+                "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197",
+                "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"
+            ],
+            "index": "pypi",
+            "version": "==1.4.0"
+        },
         "attrs": {
             "hashes": [
                 "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
@@ -1527,11 +1540,10 @@
         },
         "black": {
             "hashes": [
-                "sha256:2db7040bbbbaa46247bfcc05c6efdebd7ebe50c1c3ca745ca6e0f6776438c96c",
-                "sha256:915d916c48646dbe8040d5265cff7111421a60a3dfe7f7e07273176a57c24a34"
+                "sha256:1c02557aa099101b9d21496f8a914e9ed2222ef70336404eeeac8edba836fbea"
             ],
             "index": "pypi",
-            "version": "==21.4b0"
+            "version": "==20.8b1"
         },
         "click": {
             "hashes": [
@@ -1541,6 +1553,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==7.1.2"
         },
+        "colorama": {
+            "hashes": [
+                "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b",
+                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
+            ],
+            "markers": "sys_platform == 'win32' and sys_platform == 'win32' and sys_platform == 'win32'",
+            "version": "==0.4.4"
+        },
         "coverage": {
             "hashes": [
                 "sha256:004d1880bed2d97151facef49f08e255a20ceb6f9432df75f4eef018fdd5a78c",
@@ -1601,11 +1621,11 @@
         },
         "flake8": {
             "hashes": [
-                "sha256:1aa8990be1e689d96c745c5682b687ea49f2e05a443aff1f8251092b0014e378",
-                "sha256:3b9f848952dddccf635be78098ca75010f073bfe14d2c6bda867154bea728d2a"
+                "sha256:12d05ab02614b6aee8df7c36b97d1a3b2372761222b19b58621355e82acddcff",
+                "sha256:78873e372b12b093da7b5e5ed302e8ad9e988b38b063b61ad937f26ca58fc5f0"
             ],
             "index": "pypi",
-            "version": "==3.9.1"
+            "version": "==3.9.0"
         },
         "iniconfig": {
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@@ -1680,7 +1700,7 @@
                 "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1",
                 "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.4.7"
         },
         "pytest": {
@@ -1750,8 +1770,51 @@
                 "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
                 "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
+        },
+        "typed-ast": {
+            "hashes": [
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+                "sha256:067a74454df670dcaa4e59349a2e5c81e567d8d65458d480a5b3dfecec08c5ff",
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+                "sha256:2068531575a125b87a41802130fa7e29f26c09a2833fea68d9a40cf33902eba6",
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+                "sha256:bff6ad71c81b3bba8fa35f0f1921fb24ff4476235a6e94a26ada2e54370e6da7",
+                "sha256:c190f0899e9f9f8b6b7863debfb739abcb21a5c054f911ca3596d12b8a4c4c7f",
+                "sha256:c907f561b1e83e93fad565bac5ba9c22d96a54e7ea0267c708bffe863cbe4075",
+                "sha256:cae53c389825d3b46fb37538441f75d6aecc4174f615d048321b716df2757fb0",
+                "sha256:dd4a21253f42b8d2b48410cb31fe501d32f8b9fbeb1f55063ad102fe9c425e40",
+                "sha256:dde816ca9dac1d9c01dd504ea5967821606f02e510438120091b84e852367428",
+                "sha256:f2362f3cb0f3172c42938946dbc5b7843c2a28aec307c49100c8b38764eb6927",
+                "sha256:f328adcfebed9f11301eaedfa48e15bdece9b519fb27e6a8c01aa52a17ec31b3",
+                "sha256:f8afcf15cc511ada719a88e013cec87c11aff7b91f019295eb4530f96fe5ef2f",
+                "sha256:fb1bbeac803adea29cedd70781399c99138358c26d05fcbd23c13016b7f5ec65"
+            ],
+            "version": "==1.4.3"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918",
+                "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c",
+                "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"
+            ],
+            "version": "==3.7.4.3"
         }
     }
 }