diff --git a/.circleci/config.yml b/.circleci/config.yml
index f5e08850..18d34403 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -4,7 +4,10 @@ jobs:
   lint_and_test:
     working_directory: ~/cob_datapipeline
     docker:
-      - image: cimg/python:3.7.11
+      - image: cimg/python:3.9.10
+        auth:
+          username: $DOCKERHUB_USER
+          password: $DOCKERHUB_PASSWORD
         environment:
           PIPENV_VENV_IN_PROJECT: true
     steps:
@@ -17,7 +20,10 @@ jobs:
             make test
   qa_deploy:
     docker:
-      - image: cimg/python:3.7.11
+      - image: cimg/python:3.9.10
+        auth:
+          username: $DOCKERHUB_USER
+          password: $DOCKERHUB_PASSWORD
         environment:
           PIPENV_VENV_IN_PROJECT: true
     steps:
@@ -38,7 +44,10 @@ jobs:
             pipenv run ansible-playbook -i inventory/qa playbook.yml --tags "jumphost,role::airflow::dags" --vault-password-file=~/.vault -e 'ansible_ssh_port=9229'
   prod_deploy:
     docker:
-      - image: cimg/python:3.7.11
+      - image: cimg/python:3.9.10
+        auth:
+          username: $DOCKERHUB_USER
+          password: $DOCKERHUB_PASSWORD
         environment:
           PIPENV_VENV_IN_PROJECT: true
     steps:
diff --git a/.python-version b/.python-version
index 584a914c..0a590336 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-3.7.11
+3.9.10
diff --git a/Pipfile b/Pipfile
index dfaa4ff7..a8d41523 100644
--- a/Pipfile
+++ b/Pipfile
@@ -24,7 +24,7 @@ boto3 = "*"
 pexpect = "*"
 pysftp = "*"
 setuptools = "*"
-cryptography = "==3.3.2"
+cryptography = "==3.4.8"
 sqlalchemy = "==1.3.23"
 flask-openid = "==1.3.0"
 flask-sqlalchemy = "==2.4.4"
@@ -32,9 +32,14 @@ jinja2 = "==2.11.3"
 werkzeug = "==0.16.1"
 marshmallow = "==2.21.0"
 wtforms = "==2.3.3"
+markupsafe= "==2.0.1"
+
+# required in circleci context.
+numpy= "*"
+
 
 [packages]
 pytest = "==6.2.5"
 
 [requires]
-python_version = "3.7"
+python_version = "3"
diff --git a/Pipfile.lock b/Pipfile.lock
index 96b3289c..e140cba8 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,11 +1,11 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "ce129a58bb9e3d1ba04449e181c6d4b2981f80077b4a193673d1d76be4edc5fe"
+            "sha256": "be8ba6d81d511d4a42cedde319ff72e612f7b81cd96b1847014d5a3439739c54"
         },
         "pipfile-spec": 6,
         "requires": {
-            "python_version": "3.7"
+            "python_version": "3"
         },
         "sources": [
             {
@@ -24,14 +24,6 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==21.4.0"
         },
-        "importlib-metadata": {
-            "hashes": [
-                "sha256:899e2a40a8c4a1aec681feef45733de8a6c58f3f6a0dbed2eb6574b4387a77b6",
-                "sha256:951f0d8a5b7260e9db5e41d429285b5f451e928479f19d80818878527d36e95e"
-            ],
-            "markers": "python_version < '3.8'",
-            "version": "==4.10.1"
-        },
         "iniconfig": {
             "hashes": [
                 "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3",
@@ -86,32 +78,16 @@
             ],
             "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e",
-                "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"
-            ],
-            "markers": "python_version < '3.8'",
-            "version": "==4.0.1"
-        },
-        "zipp": {
-            "hashes": [
-                "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d",
-                "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.7.0"
         }
     },
     "develop": {
         "alembic": {
             "hashes": [
-                "sha256:6c0c05e9768a896d804387e20b299880fe01bc56484246b0dffe8075d6d3d847",
-                "sha256:ad842f2c3ab5c5d4861232730779c05e33db4ba880a08b85eb505e87c01095bc"
+                "sha256:29be0856ec7591c39f4e1cb10f198045d890e6e2274cf8da80cb5e721a09642b",
+                "sha256:4961248173ead7ce8a21efb3de378f13b8398e6630fab0eb258dc74a8af24c58"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==1.7.6"
+            "version": "==1.7.7"
         },
         "apache-airflow": {
             "hashes": [
@@ -239,7 +215,6 @@
                 "sha256:de5f9fc0c7e88ee7ba831fa27475be258ae09ece99143ed623d3618a3c84ee2c",
                 "sha256:e224754230e7e015836ba20037cac6321e8e2ce9b8627c14d579fcb37249decd"
             ],
-            "markers": "python_version >= '3.6'",
             "version": "==1.18.18"
         },
         "cached-property": {
@@ -368,23 +343,28 @@
         },
         "cryptography": {
             "hashes": [
-                "sha256:0d7b69674b738068fa6ffade5c962ecd14969690585aaca0a1b1fc9058938a72",
-                "sha256:1bd0ccb0a1ed775cd7e2144fe46df9dc03eefd722bbcf587b3e0616ea4a81eff",
-                "sha256:3c284fc1e504e88e51c428db9c9274f2da9f73fdf5d7e13a36b8ecb039af6e6c",
-                "sha256:49570438e60f19243e7e0d504527dd5fe9b4b967b5a1ff21cc12b57602dd85d3",
-                "sha256:541dd758ad49b45920dda3b5b48c968f8b2533d8981bcdb43002798d8f7a89ed",
-                "sha256:5a60d3780149e13b7a6ff7ad6526b38846354d11a15e21068e57073e29e19bed",
-                "sha256:7951a966613c4211b6612b0352f5bf29989955ee592c4a885d8c7d0f830d0433",
-                "sha256:922f9602d67c15ade470c11d616f2b2364950602e370c76f0c94c94ae672742e",
-                "sha256:a0f0b96c572fc9f25c3f4ddbf4688b9b38c69836713fb255f4a2715d93cbaf44",
-                "sha256:a777c096a49d80f9d2979695b835b0f9c9edab73b59e4ceb51f19724dda887ed",
-                "sha256:a9a4ac9648d39ce71c2f63fe7dc6db144b9fa567ddfc48b9fde1b54483d26042",
-                "sha256:aa4969f24d536ae2268c902b2c3d62ab464b5a66bcb247630d208a79a8098e9b",
-                "sha256:c7390f9b2119b2b43160abb34f63277a638504ef8df99f11cb52c1fda66a2e6f",
-                "sha256:e18e6ab84dfb0ab997faf8cca25a86ff15dfea4027b986322026cc99e0a892da"
+                "sha256:0a7dcbcd3f1913f664aca35d47c1331fce738d44ec34b7be8b9d332151b0b01e",
+                "sha256:1eb7bb0df6f6f583dd8e054689def236255161ebbcf62b226454ab9ec663746b",
+                "sha256:21ca464b3a4b8d8e86ba0ee5045e103a1fcfac3b39319727bc0fc58c09c6aff7",
+                "sha256:34dae04a0dce5730d8eb7894eab617d8a70d0c97da76b905de9efb7128ad7085",
+                "sha256:3520667fda779eb788ea00080124875be18f2d8f0848ec00733c0ec3bb8219fc",
+                "sha256:3c4129fc3fdc0fa8e40861b5ac0c673315b3c902bbdc05fc176764815b43dd1d",
+                "sha256:3fa3a7ccf96e826affdf1a0a9432be74dc73423125c8f96a909e3835a5ef194a",
+                "sha256:5b0fbfae7ff7febdb74b574055c7466da334a5371f253732d7e2e7525d570498",
+                "sha256:695104a9223a7239d155d7627ad912953b540929ef97ae0c34c7b8bf30857e89",
+                "sha256:8695456444f277af73a4877db9fc979849cd3ee74c198d04fc0776ebc3db52b9",
+                "sha256:94cc5ed4ceaefcbe5bf38c8fba6a21fc1d365bb8fb826ea1688e3370b2e24a1c",
+                "sha256:94fff993ee9bc1b2440d3b7243d488c6a3d9724cc2b09cdb297f6a886d040ef7",
+                "sha256:9965c46c674ba8cc572bc09a03f4c649292ee73e1b683adb1ce81e82e9a6a0fb",
+                "sha256:a00cf305f07b26c351d8d4e1af84ad7501eca8a342dedf24a7acb0e7b7406e14",
+                "sha256:a305600e7a6b7b855cd798e00278161b681ad6e9b7eca94c721d5f588ab212af",
+                "sha256:cd65b60cfe004790c795cc35f272e41a3df4631e2fb6b35aa7ac6ef2859d554e",
+                "sha256:d2a6e5ef66503da51d2110edf6c403dc6b494cc0082f85db12f54e9c5d4c3ec5",
+                "sha256:d9ec0e67a14f9d1d48dd87a2531009a9b251c02ea42851c060b25c782516ff06",
+                "sha256:f44d141b8c4ea5eb4dbc9b3ad992d45580c1d22bf5e24363f2fbf50c2d7ae8a7"
             ],
             "index": "pypi",
-            "version": "==3.3.2"
+            "version": "==3.4.8"
         },
         "defusedxml": {
             "hashes": [
@@ -404,11 +384,11 @@
         },
         "dnspython": {
             "hashes": [
-                "sha256:081649da27ced5e75709a1ee542136eaba9842a0fe4c03da4fb0a3d3ed1f3c44",
-                "sha256:e79351e032d0b606b98d38a4b0e6e2275b31a5b85c873e587cc11b73aca026d6"
+                "sha256:0f7569a4a6ff151958b64304071d370daa3243d15941a7beedf0c9fe5105603e",
+                "sha256:a851e51367fb93e9e1361732c1d60dab63eff98712e503ea7d92e6eccb109b4f"
             ],
-            "markers": "python_version >= '3.6' and python_version < '4.0'",
-            "version": "==2.2.0"
+            "markers": "python_version >= '3.6' and python_version < '4'",
+            "version": "==2.2.1"
         },
         "docutils": {
             "hashes": [
@@ -466,7 +446,7 @@
             "hashes": [
                 "sha256:bbf4467f41c56cf1fd8a5870d2556f419c572aad2b4085757581c3f9b4d7767a"
             ],
-            "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": "==3.25.1"
         },
         "flask-login": {
@@ -543,14 +523,6 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.10"
         },
-        "importlib-metadata": {
-            "hashes": [
-                "sha256:899e2a40a8c4a1aec681feef45733de8a6c58f3f6a0dbed2eb6574b4387a77b6",
-                "sha256:951f0d8a5b7260e9db5e41d429285b5f451e928479f19d80818878527d36e95e"
-            ],
-            "markers": "python_version < '3.8'",
-            "version": "==4.10.1"
-        },
         "importlib-resources": {
             "hashes": [
                 "sha256:6f87df66833e1942667108628ec48900e02a4ab4ad850e25fbf07cb17cf734ca",
@@ -571,7 +543,7 @@
                 "sha256:27f503220e6845d9db954fb212b95b0362d8b7e6c1b2326a87061c3de93594b1",
                 "sha256:d7bc01b1c2a43b259570bb307f057abc578786ea734ba2b87b836c5efc5bd443"
             ],
-            "markers": "python_version < '4.0' and python_full_version >= '3.6.2'",
+            "markers": "python_version < '4' and python_full_version >= '3.6.2'",
             "version": "==1.0.2"
         },
         "isort": {
@@ -579,7 +551,7 @@
                 "sha256:6f62d78e2f89b4500b080fe3a81690850cd254227f27f75c3a0c491a1f351ba7",
                 "sha256:e8443a5e7a020e9d7f97f1d7d9cd17c88bcb3bc7e218bf9cf5095fe550be2951"
             ],
-            "markers": "python_version < '4.0' and python_full_version >= '3.6.1'",
+            "markers": "python_version < '4' and python_full_version >= '3.6.1'",
             "version": "==5.10.1"
         },
         "itsdangerous": {
@@ -721,11 +693,11 @@
         },
         "mako": {
             "hashes": [
-                "sha256:4e9e345a41924a954251b95b4b28e14a301145b544901332e658907a7464b6b2",
-                "sha256:afaf8e515d075b22fad7d7b8b30e4a1c90624ff2f3733a06ec125f5a5f043a57"
+                "sha256:23aab11fdbbb0f1051b93793a58323ff937e98e34aece1c4219675122e57e4ba",
+                "sha256:9a7c7e922b87db3686210cf49d5d767033a41d4010b284e747682c92bddd8b39"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==1.1.6"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.2.0"
         },
         "markdown": {
             "hashes": [
@@ -806,7 +778,7 @@
                 "sha256:f9081981fe268bd86831e5c75f7de206ef275defcb82bc70740ae6dc507aee51",
                 "sha256:fa130dd50c57d53368c9d59395cb5526eda596d3ffe36666cd81a44d56e48872"
             ],
-            "markers": "python_version >= '3.6'",
+            "index": "pypi",
             "version": "==2.0.1"
         },
         "marshmallow": {
@@ -865,39 +837,29 @@
         },
         "numpy": {
             "hashes": [
-                "sha256:00c9fa73a6989895b8815d98300a20ac993c49ac36c8277e8ffeaa3631c0dbbb",
-                "sha256:025b497014bc33fc23897859350f284323f32a2fff7654697f5a5fc2a19e9939",
-                "sha256:08de8472d9f7571f9d51b27b75e827f5296295fa78817032e84464be8bb905bc",
-                "sha256:1964db2d4a00348b7a60ee9d013c8cb0c566644a589eaa80995126eac3b99ced",
-                "sha256:2a9add27d7fc0fdb572abc3b2486eb3b1395da71e0254c5552b2aad2a18b5441",
-                "sha256:2d8adfca843bc46ac199a4645233f13abf2011a0b2f4affc5c37cd552626f27b",
-                "sha256:301e408a052fdcda5cdcf03021ebafc3c6ea093021bf9d1aa47c54d48bdad166",
-                "sha256:311283acf880cfcc20369201bd75da907909afc4666966c7895cbed6f9d2c640",
-                "sha256:341dddcfe3b7b6427a28a27baa59af5ad51baa59bfec3264f1ab287aa3b30b13",
-                "sha256:3a5098df115340fb17fc93867317a947e1dcd978c3888c5ddb118366095851f8",
-                "sha256:3c978544be9e04ed12016dd295a74283773149b48f507d69b36f91aa90a643e5",
-                "sha256:3d893b0871322eaa2f8c7072cdb552d8e2b27645b7875a70833c31e9274d4611",
-                "sha256:4fe6a006557b87b352c04596a6e3f12a57d6e5f401d804947bd3188e6b0e0e76",
-                "sha256:507c05c7a37b3683eb08a3ff993bd1ee1e6c752f77c2f275260533b265ecdb6c",
-                "sha256:58ca1d7c8aef6e996112d0ce873ac9dfa1eaf4a1196b4ff7ff73880a09923ba7",
-                "sha256:61bada43d494515d5b122f4532af226fdb5ee08fe5b5918b111279843dc6836a",
-                "sha256:69a5a8d71c308d7ef33ef72371c2388a90e3495dbb7993430e674006f94797d5",
-                "sha256:6a5928bc6241264dce5ed509e66f33676fc97f464e7a919edc672fb5532221ee",
-                "sha256:7b9d6b14fc9a4864b08d1ba57d732b248f0e482c7b2ff55c313137e3ed4d8449",
-                "sha256:a7c4b701ca418cd39e28ec3b496e6388fe06de83f5f0cb74794fa31cfa384c02",
-                "sha256:a7e8f6216f180f3fd4efb73de5d1eaefb5f5a1ee5b645c67333033e39440e63a",
-                "sha256:b545ebadaa2b878c8630e5bcdb97fc4096e779f335fc0f943547c1c91540c815",
-                "sha256:c293d3c0321996cd8ffe84215ffe5d269fd9d1d12c6f4ffe2b597a7c30d3e593",
-                "sha256:c5562bcc1a9b61960fc8950ade44d00e3de28f891af0acc96307c73613d18f6e",
-                "sha256:ca9c23848292c6fe0a19d212790e62f398fd9609aaa838859be8459bfbe558aa",
-                "sha256:cc1b30205d138d1005adb52087ff45708febbef0e420386f58664f984ef56954",
-                "sha256:dbce7adeb66b895c6aaa1fad796aaefc299ced597f6fbd9ceddb0dd735245354",
-                "sha256:dc4b2fb01f1b4ddbe2453468ea0719f4dbb1f5caa712c8b21bb3dd1480cd30d9",
-                "sha256:eed2afaa97ec33b4411995be12f8bdb95c87984eaa28d76cf628970c8a2d689a",
-                "sha256:fc7a7d7b0ed72589fd8b8486b9b42a564f10b8762be8bd4d9df94b807af4a089"
-            ],
-            "markers": "python_version < '3.10' and platform_machine != 'aarch64' and platform_machine != 'arm64'",
-            "version": "==1.21.5"
+                "sha256:07a8c89a04997625236c5ecb7afe35a02af3896c8aa01890a849913a2309c676",
+                "sha256:08d9b008d0156c70dc392bb3ab3abb6e7a711383c3247b410b39962263576cd4",
+                "sha256:201b4d0552831f7250a08d3b38de0d989d6f6e4658b709a02a73c524ccc6ffce",
+                "sha256:2c10a93606e0b4b95c9b04b77dc349b398fdfbda382d2a39ba5a822f669a0123",
+                "sha256:3ca688e1b9b95d80250bca34b11a05e389b1420d00e87a0d12dc45f131f704a1",
+                "sha256:48a3aecd3b997bf452a2dedb11f4e79bc5bfd21a1d4cc760e703c31d57c84b3e",
+                "sha256:568dfd16224abddafb1cbcce2ff14f522abe037268514dd7e42c6776a1c3f8e5",
+                "sha256:5bfb1bb598e8229c2d5d48db1860bcf4311337864ea3efdbe1171fb0c5da515d",
+                "sha256:639b54cdf6aa4f82fe37ebf70401bbb74b8508fddcf4797f9fe59615b8c5813a",
+                "sha256:8251ed96f38b47b4295b1ae51631de7ffa8260b5b087808ef09a39a9d66c97ab",
+                "sha256:92bfa69cfbdf7dfc3040978ad09a48091143cffb778ec3b03fa170c494118d75",
+                "sha256:97098b95aa4e418529099c26558eeb8486e66bd1e53a6b606d684d0c3616b168",
+                "sha256:a3bae1a2ed00e90b3ba5f7bd0a7c7999b55d609e0c54ceb2b076a25e345fa9f4",
+                "sha256:c34ea7e9d13a70bf2ab64a2532fe149a9aced424cd05a2c4ba662fd989e3e45f",
+                "sha256:dbc7601a3b7472d559dc7b933b18b4b66f9aa7452c120e87dfb33d02008c8a18",
+                "sha256:e7927a589df200c5e23c57970bafbd0cd322459aa7b1ff73b7c2e84d6e3eae62",
+                "sha256:f8c1f39caad2c896bc0018f699882b345b2a63708008be29b1f355ebf6f933fe",
+                "sha256:f950f8845b480cffe522913d35567e29dd381b0dc7e4ce6a4a9f9156417d2430",
+                "sha256:fade0d4f4d292b6f39951b6836d7a3c7ef5b2347f3c420cd9820a1d90d794802",
+                "sha256:fdf3c08bce27132395d3c3ba1503cac12e17282358cb4bddc25cc46b0aca07aa"
+            ],
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@@ -909,42 +871,38 @@
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@@ -970,11 +928,11 @@
         },
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-            "version": "==2.4.1"
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@@ -1246,18 +1204,17 @@
         },
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@@ -1289,11 +1246,11 @@
         },
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@@ -1313,11 +1270,11 @@
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@@ -1428,6 +1385,14 @@
             "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
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@@ -1436,43 +1401,13 @@
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