From 6569817a3304fe2affcd32d76c1b57f37431a818 Mon Sep 17 00:00:00 2001
From: Ubuntu <ubuntu@ip-172-31-37-251.ap-southeast-1.compute.internal>
Date: Sun, 20 Aug 2023 02:08:09 +0000
Subject: [PATCH] Running on ec2 instance

---
 Pipfile                           |  21 ++-
 Pipfile.lock                      | 271 ++++++++++++------------------
 deployment/requirements.txt       |   2 +-
 monitoring/data/reference.parquet | Bin 95580 -> 98945 bytes
 monitoring/send_alerts.py         |  10 +-
 pipeline/requirements_mlflow.txt  |   2 +-
 6 files changed, 122 insertions(+), 184 deletions(-)

diff --git a/Pipfile b/Pipfile
index 91aeccd..2471216 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,25 +4,24 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-xgboost = "*"
-optuna = "*"
-prefect-aws = "*"
-prefect = "*"
+xgboost = "==1.7.6"
+optuna = "==3.3.0"
+prefect = "==2.11.4"
 flask = "==2.3.2"
-gunicorn = "*"
-evidently = "*"
-psycopg-binary = "*"
-pyarrow = "*"
+gunicorn = "==21.2.0"
+evidently = "==0.4.1"
+mlflow = "*"
+boto3 = "*"
 streamlit = "*"
 psycopg2 = "*"
 sqlalchemy = "*"
 prefect-email = "*"
-mlflow = "*"
-boto3 = "*"
+pyarrow = "*"
+prefect-aws = "*"
 
 [dev-packages]
-pytest = "*"
 pylint = "*"
+pytest = "*"
 black = "*"
 isort = "*"
 deepdiff = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index e6b50b1..41f7995 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "47788d90280798644e6e7247c8c79881cc684d09828ac4ca0cbde92c302bdc47"
+            "sha256": "aaa10e90f7abdba99b1f9bb9ef1e92b88a2393ed6703215b34e1a0d0ce45cd6d"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -1284,65 +1284,75 @@
         },
         "pillow": {
             "hashes": [
-                "sha256:00e65f5e822decd501e374b0650146063fbb30a7264b4d2744bdd7b913e0cab5",
-                "sha256:040586f7d37b34547153fa383f7f9aed68b738992380ac911447bb78f2abe530",
-                "sha256:0b6eb5502f45a60a3f411c63187db83a3d3107887ad0d036c13ce836f8a36f1d",
-                "sha256:1ce91b6ec08d866b14413d3f0bbdea7e24dfdc8e59f562bb77bc3fe60b6144ca",
-                "sha256:1f62406a884ae75fb2f818694469519fb685cc7eaff05d3451a9ebe55c646891",
-                "sha256:22c10cc517668d44b211717fd9775799ccec4124b9a7f7b3635fc5386e584992",
-                "sha256:3400aae60685b06bb96f99a21e1ada7bc7a413d5f49bce739828ecd9391bb8f7",
-                "sha256:349930d6e9c685c089284b013478d6f76e3a534e36ddfa912cde493f235372f3",
-                "sha256:368ab3dfb5f49e312231b6f27b8820c823652b7cd29cfbd34090565a015e99ba",
-                "sha256:38250a349b6b390ee6047a62c086d3817ac69022c127f8a5dc058c31ccef17f3",
-                "sha256:3a684105f7c32488f7153905a4e3015a3b6c7182e106fe3c37fbb5ef3e6994c3",
-                "sha256:3a82c40d706d9aa9734289740ce26460a11aeec2d9c79b7af87bb35f0073c12f",
-                "sha256:3b08d4cc24f471b2c8ca24ec060abf4bebc6b144cb89cba638c720546b1cf538",
-                "sha256:3ed64f9ca2f0a95411e88a4efbd7a29e5ce2cea36072c53dd9d26d9c76f753b3",
-                "sha256:3f07ea8d2f827d7d2a49ecf1639ec02d75ffd1b88dcc5b3a61bbb37a8759ad8d",
-                "sha256:520f2a520dc040512699f20fa1c363eed506e94248d71f85412b625026f6142c",
-                "sha256:5c6e3df6bdd396749bafd45314871b3d0af81ff935b2d188385e970052091017",
-                "sha256:608bfdee0d57cf297d32bcbb3c728dc1da0907519d1784962c5f0c68bb93e5a3",
-                "sha256:685ac03cc4ed5ebc15ad5c23bc555d68a87777586d970c2c3e216619a5476223",
-                "sha256:76de421f9c326da8f43d690110f0e79fe3ad1e54be811545d7d91898b4c8493e",
-                "sha256:76edb0a1fa2b4745fb0c99fb9fb98f8b180a1bbceb8be49b087e0b21867e77d3",
-                "sha256:7be600823e4c8631b74e4a0d38384c73f680e6105a7d3c6824fcf226c178c7e6",
-                "sha256:81ff539a12457809666fef6624684c008e00ff6bf455b4b89fd00a140eecd640",
-                "sha256:88af2003543cc40c80f6fca01411892ec52b11021b3dc22ec3bc9d5afd1c5334",
-                "sha256:8c11160913e3dd06c8ffdb5f233a4f254cb449f4dfc0f8f4549eda9e542c93d1",
-                "sha256:8f8182b523b2289f7c415f589118228d30ac8c355baa2f3194ced084dac2dbba",
-                "sha256:9211e7ad69d7c9401cfc0e23d49b69ca65ddd898976d660a2fa5904e3d7a9baa",
-                "sha256:92be919bbc9f7d09f7ae343c38f5bb21c973d2576c1d45600fce4b74bafa7ac0",
-                "sha256:9c82b5b3e043c7af0d95792d0d20ccf68f61a1fec6b3530e718b688422727396",
-                "sha256:9f7c16705f44e0504a3a2a14197c1f0b32a95731d251777dcb060aa83022cb2d",
-                "sha256:9fb218c8a12e51d7ead2a7c9e101a04982237d4855716af2e9499306728fb485",
-                "sha256:a74ba0c356aaa3bb8e3eb79606a87669e7ec6444be352870623025d75a14a2bf",
-                "sha256:b4f69b3700201b80bb82c3a97d5e9254084f6dd5fb5b16fc1a7b974260f89f43",
-                "sha256:bc2ec7c7b5d66b8ec9ce9f720dbb5fa4bace0f545acd34870eff4a369b44bf37",
-                "sha256:c189af0545965fa8d3b9613cfdb0cd37f9d71349e0f7750e1fd704648d475ed2",
-                "sha256:c1fbe7621c167ecaa38ad29643d77a9ce7311583761abf7836e1510c580bf3dd",
-                "sha256:c7cf14a27b0d6adfaebb3ae4153f1e516df54e47e42dcc073d7b3d76111a8d86",
-                "sha256:c9f72a021fbb792ce98306ffb0c348b3c9cb967dce0f12a49aa4c3d3fdefa967",
-                "sha256:cd25d2a9d2b36fcb318882481367956d2cf91329f6892fe5d385c346c0649629",
-                "sha256:ce543ed15570eedbb85df19b0a1a7314a9c8141a36ce089c0a894adbfccb4568",
-                "sha256:ce7b031a6fc11365970e6a5686d7ba8c63e4c1cf1ea143811acbb524295eabed",
-                "sha256:d35e3c8d9b1268cbf5d3670285feb3528f6680420eafe35cccc686b73c1e330f",
-                "sha256:d50b6aec14bc737742ca96e85d6d0a5f9bfbded018264b3b70ff9d8c33485551",
-                "sha256:d5d0dae4cfd56969d23d94dc8e89fb6a217be461c69090768227beb8ed28c0a3",
-                "sha256:d5db32e2a6ccbb3d34d87c87b432959e0db29755727afb37290e10f6e8e62614",
-                "sha256:d72e2ecc68a942e8cf9739619b7f408cc7b272b279b56b2c83c6123fcfa5cdff",
-                "sha256:d737a602fbd82afd892ca746392401b634e278cb65d55c4b7a8f48e9ef8d008d",
-                "sha256:d80cf684b541685fccdd84c485b31ce73fc5c9b5d7523bf1394ce134a60c6883",
-                "sha256:db24668940f82321e746773a4bc617bfac06ec831e5c88b643f91f122a785684",
-                "sha256:dbc02381779d412145331789b40cc7b11fdf449e5d94f6bc0b080db0a56ea3f0",
-                "sha256:dffe31a7f47b603318c609f378ebcd57f1554a3a6a8effbc59c3c69f804296de",
-                "sha256:edf4392b77bdc81f36e92d3a07a5cd072f90253197f4a52a55a8cec48a12483b",
-                "sha256:efe8c0681042536e0d06c11f48cebe759707c9e9abf880ee213541c5b46c5bf3",
-                "sha256:f31f9fdbfecb042d046f9d91270a0ba28368a723302786c0009ee9b9f1f60199",
-                "sha256:f88a0b92277de8e3ca715a0d79d68dc82807457dae3ab8699c758f07c20b3c51",
-                "sha256:faaf07ea35355b01a35cb442dd950d8f1bb5b040a7787791a535de13db15ed90"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==10.0.0"
+                "sha256:07999f5834bdc404c442146942a2ecadd1cb6292f5229f4ed3b31e0a108746b1",
+                "sha256:0852ddb76d85f127c135b6dd1f0bb88dbb9ee990d2cd9aa9e28526c93e794fba",
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+                "sha256:22baf0c3cf0c7f26e82d6e1adf118027afb325e703922c8dfc1d5d0156bb2eeb",
+                "sha256:252a03f1bdddce077eff2354c3861bf437c892fb1832f75ce813ee94347aa9b5",
+                "sha256:2dfaaf10b6172697b9bceb9a3bd7b951819d1ca339a5ef294d1f1ac6d7f63270",
+                "sha256:322724c0032af6692456cd6ed554bb85f8149214d97398bb80613b04e33769f6",
+                "sha256:35f6e77122a0c0762268216315bf239cf52b88865bba522999dc38f1c52b9b47",
+                "sha256:375f6e5ee9620a271acb6820b3d1e94ffa8e741c0601db4c0c4d3cb0a9c224bf",
+                "sha256:3ded42b9ad70e5f1754fb7c2e2d6465a9c842e41d178f262e08b8c85ed8a1d8e",
+                "sha256:432b975c009cf649420615388561c0ce7cc31ce9b2e374db659ee4f7d57a1f8b",
+                "sha256:482877592e927fd263028c105b36272398e3e1be3269efda09f6ba21fd83ec66",
+                "sha256:489f8389261e5ed43ac8ff7b453162af39c3e8abd730af8363587ba64bb2e865",
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+                "sha256:560737e70cb9c6255d6dcba3de6578a9e2ec4b573659943a5e7e4af13f298f5c",
+                "sha256:5671583eab84af046a397d6d0ba25343c00cd50bce03787948e0fff01d4fd9b1",
+                "sha256:5ba1b81ee69573fe7124881762bb4cd2e4b6ed9dd28c9c60a632902fe8db8b38",
+                "sha256:5d4ebf8e1db4441a55c509c4baa7a0587a0210f7cd25fcfe74dbbce7a4bd1906",
+                "sha256:60037a8db8750e474af7ffc9faa9b5859e6c6d0a50e55c45576bf28be7419705",
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+                "sha256:c446d2245ba29820d405315083d55299a796695d747efceb5717a8b450324115",
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+                "sha256:d3c6b54e304c60c4181da1c9dadf83e4a54fd266a99c70ba646a9baa626819eb",
+                "sha256:d3d403753c9d5adc04d4694d35cf0391f0f3d57c8e0030aac09d7678fa8030aa",
+                "sha256:d9c206c29b46cfd343ea7cdfe1232443072bbb270d6a46f59c259460db76779a",
+                "sha256:e49eb4e95ff6fd7c0c402508894b1ef0e01b99a44320ba7d8ecbabefddcc5569",
+                "sha256:f8286396b351785801a976b1e85ea88e937712ee2c3ac653710a4a57a8da5d9c",
+                "sha256:f8fc330c3370a81bbf3f88557097d1ea26cd8b019d6433aa59f71195f5ddebbf",
+                "sha256:fbd359831c1657d69bb81f0db962905ee05e5e9451913b18b831febfe0519082",
+                "sha256:fe7e1c262d3392afcf5071df9afa574544f28eac825284596ac6db56e6d11062",
+                "sha256:fed1e1cf6a42577953abbe8e6cf2fe2f566daebde7c34724ec8803c4c0cda579"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==9.5.0"
         },
         "plotly": {
             "hashes": [
@@ -1378,91 +1388,22 @@
         },
         "protobuf": {
             "hashes": [
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-            "markers": "python_version >= '3.7'",
-            "version": "==3.20.3"
-        },
-        "psycopg-binary": {
-            "hashes": [
-                "sha256:0471869e658d0c6b8c3ed53153794739c18d7dad2dd5b8e6ff023a364c20f7df",
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-                "sha256:9cf56bb4b115def3a18157f3b3b7d8322ee94a8dea30028db602c8f9ae34ad1e",
-                "sha256:9fb0d64520b29bd80a6731476ad8e1c20348dfdee00ab098899d23247b641675",
-                "sha256:a1d61b7724c7215a8ea4495a5c6b704656f4b7bb6165f4cb9989b685886ebc48",
-                "sha256:a4cbaf12361136afefc5faab21a174a437e71c803b083f410e5140c7605bc66b",
-                "sha256:a4e91e1a8d61c60f592a1dfcebdf55e52a29fe4fdb650c5bd5414c848e77d029",
-                "sha256:a529c203f6e0f4c67ba27cf8f9739eb3bc880ad70d6ad6c0e56c2230a66b5a09",
-                "sha256:a7bbe9017edd898d7b3a8747700ed045dda96a907dff87f45e642e28d8584481",
-                "sha256:abf04bc06c8f6a1ac3dc2106d3b79c8661352e9d8a57ca2934ffa6aae8fe600a",
-                "sha256:b30887e631fd67affaed98f6cd2135b44f2d1a6d9bca353a69c3889c78bd7aa8",
-                "sha256:b9d88ac72531034ebf7ec09114e732b066a9078f4ce213cf65cc5e42eb538d30",
-                "sha256:ba7812a593c16d9d661844dc8dd4d81548fd1c2a0ee676f3e3d8638369f4c5e4",
-                "sha256:bd6e14d1aeb12754a43446c77a5ce819b68875cc25ae6538089ef90d7f6dd6f7",
-                "sha256:bfc05ed4e74fa8615d7cc2bd57f00f97662f4e865a731dbd43da9a527e289c8c",
-                "sha256:c5b59c8cff887757ddf438ff9489d79c5e6b717112c96f5c68e16f367ff8724e",
-                "sha256:caa771569da01fc0389ca34920c331a284425a68f92d1ba0a80cc08935f8356e",
-                "sha256:d32026cfab7ba7ac687a42c33345026a2fb6fc5608a6144077f767af4386be0b",
-                "sha256:dea30f2704337ca2d0322fccfe1fa30f61ce9185de3937eb986321063114a51f",
-                "sha256:e0f33e33a072e3d5af51ee4d4a439e10dbe623fe87ef295d5d688180d529f13f",
-                "sha256:f2bea0940d69c3e24a72530730952687912893b34c53aa39e79045e7b446174d",
-                "sha256:f48665947c55f8d6eb3f0be98de80411508e1ec329f354685329b57fced82c7f",
-                "sha256:f6f7738c59262d8d19154164d99c881ed58ed377fb6f1d685eb0dc43bbcd8022",
-                "sha256:f7187269d825e84c945be7d93dd5088a4e0b6481a4bdaba3bf7069d4ac13703d",
-                "sha256:fa92661f99351765673835a4d936d79bd24dfbb358b29b084d83be38229a90e4",
-                "sha256:ff72576061c774bcce5f5440b93e63d4c430032dd056d30f6cb1988e549dd92c",
-                "sha256:ffc8c796194f23b9b07f6d25f927ec4df84a194bbc7a1f9e73316734eef512f9"
+                "sha256:06437f0d4bb0d5f29e3d392aba69600188d4be5ad1e0a3370e581a9bf75a3081",
+                "sha256:0b2b224e9541fe9f046dd7317d05f08769c332b7e4c54d93c7f0f372dedb0b1a",
+                "sha256:302e8752c760549ed4c7a508abc86b25d46553c81989343782809e1a062a2ef9",
+                "sha256:44837a5ed9c9418ad5d502f89f28ba102e9cd172b6668bc813f21716f9273348",
+                "sha256:55dd644adc27d2a624339332755fe077c7f26971045b469ebb9732a69ce1f2ca",
+                "sha256:5906c5e79ff50fe38b2d49d37db5874e3c8010826f2362f79996d83128a8ed9b",
+                "sha256:5d32363d14aca6e5c9e9d5918ad8fb65b091b6df66740ae9de50ac3916055e43",
+                "sha256:970c701ee16788d74f3de20938520d7a0aebc7e4fff37096a48804c80d2908cf",
+                "sha256:bd39b9094a4cc003a1f911b847ab379f89059f478c0b611ba1215053e295132e",
+                "sha256:d414199ca605eeb498adc4d2ba82aedc0379dca4a7c364ff9bc9a179aa28e71b",
+                "sha256:d4af4fd9e9418e819be30f8df2a16e72fbad546a7576ac7f3653be92a6966d30",
+                "sha256:df015c47d6855b8efa0b9be706c70bf7f050a4d5ac6d37fb043fbd95157a0e25",
+                "sha256:fc361148e902949dcb953bbcb148c99fe8f8854291ad01107e4120361849fd0e"
             ],
-            "index": "pypi",
-            "version": "==3.1.10"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.24.1"
         },
         "psycopg2": {
             "hashes": [
@@ -1579,11 +1520,11 @@
         },
         "pydeck": {
             "hashes": [
-                "sha256:9e0a67890ab061b8c6080e06f8c780934c00355a7114291c884f055f3fc0dc25",
-                "sha256:c89b3dd76f9991140a33b886b336c762105e9c9def8e842e891bc72dbce8a4ce"
+                "sha256:07edde833f7cfcef6749124351195aa7dcd24663d4909fd7898dbd0b6fbc01ec",
+                "sha256:a8fa7757c6f24bba033af39db3147cb020eef44012ba7e60d954de187f9ed4d5"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==0.8.1b0"
+            "version": "==0.8.0"
         },
         "pygments": {
             "hashes": [
@@ -1622,7 +1563,7 @@
                 "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
                 "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
-            "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": "==2.8.2"
         },
         "python-slugify": {
@@ -1640,6 +1581,14 @@
             ],
             "version": "==2023.3"
         },
+        "pytz-deprecation-shim": {
+            "hashes": [
+                "sha256:8314c9692a636c8eb3bda879b9f119e350e93223ae83e70e80c31675a0fdc1a6",
+                "sha256:af097bae1b616dde5c5744441e2ddc69e74dfdcb0c263129610d85b87445a59d"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==0.1.0.post0"
+        },
         "pytzdata": {
             "hashes": [
                 "sha256:3efa13b335a00a8de1d345ae41ec78dd11c9f8807f522d39850f2dd828681540",
@@ -1994,7 +1943,7 @@
                 "sha256:f34019dced51047d6f70cb9383b2ae2853b7fc4dce65129a5acd49f4f9256646",
                 "sha256:f6d3d39611ac2e4f62c3128a9eed45f19a6608670c5a2f4f07f24e8de3441d38"
             ],
-            "markers": "platform_python_implementation == 'CPython' and python_version < '3.12'",
+            "markers": "python_version < '3.12' and platform_python_implementation == 'CPython'",
             "version": "==0.2.7"
         },
         "s3transfer": {
@@ -2063,14 +2012,6 @@
             "markers": "python_version < '3.13' and python_version >= '3.9'",
             "version": "==1.11.2"
         },
-        "semver": {
-            "hashes": [
-                "sha256:2a23844ba1647362c7490fe3995a86e097bb590d16f0f32dfc383008f19e4cdf",
-                "sha256:9ec78c5447883c67b97f98c3b6212796708191d22e4ad30f4570f840171cbce1"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.0.1"
-        },
         "setuptools": {
             "hashes": [
                 "sha256:3d4dfa6d95f1b101d695a6160a7626e15583af71a5f52176efa5d39a054d475d",
@@ -2084,7 +2025,7 @@
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
                 "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "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": "==1.16.0"
         },
         "smmap": {
@@ -2195,11 +2136,11 @@
         },
         "streamlit": {
             "hashes": [
-                "sha256:19f58ae723afaedbc85891c3a159e9576343609036713ecbb73b219a47dfe48d",
-                "sha256:1bbb406d4eee9acb055e72627212e9f04eea8ef0332f8dfeb6745bdf256c168b"
+                "sha256:3c561dca1b5430e73b7f2d66bff1d26103936bb4223912ab563ffee881fccc30",
+                "sha256:8a7c93bee8703869045804afe22e9373c4e974fdb2a3e9abe3b027df3de03119"
             ],
             "index": "pypi",
-            "version": "==1.12.0"
+            "version": "==1.25.0"
         },
         "tabulate": {
             "hashes": [
@@ -2237,7 +2178,7 @@
                 "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": {
@@ -2299,11 +2240,11 @@
         },
         "tzlocal": {
             "hashes": [
-                "sha256:46eb99ad4bdb71f3f72b7d24f4267753e240944ecfc16f25d2719ba89827a803",
-                "sha256:f3596e180296aaf2dbd97d124fe76ae3a0e3d32b258447de7b939b3fd4be992f"
+                "sha256:67d7e7f4ce0a98e9dfde2e02474c60fe846ed032d78b555c554c2e9cba472d84",
+                "sha256:ee32ef8c20803c19a96ed366addd3d4a729ef6309cb5c7359a0cc2eeeb7fa46a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==5.0.1"
+            "version": "==4.3.1"
         },
         "urllib3": {
             "hashes": [
diff --git a/deployment/requirements.txt b/deployment/requirements.txt
index a958786..777af6d 100644
--- a/deployment/requirements.txt
+++ b/deployment/requirements.txt
@@ -1,4 +1,4 @@
 flask==2.3.2
-mlflow==2.5.0
+mlflow==2.6.0
 gunicorn==20.1.0
 xgboost==1.7.6
\ No newline at end of file
diff --git a/monitoring/data/reference.parquet b/monitoring/data/reference.parquet
index a0d82fc4da26de2024a4f57609a8d17997dd1d81..7934409c3b129bc1da096a56464024e5162cee27 100644
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diff --git a/monitoring/send_alerts.py b/monitoring/send_alerts.py
index afd5aee..55f10c1 100644
--- a/monitoring/send_alerts.py
+++ b/monitoring/send_alerts.py
@@ -198,10 +198,8 @@ def send_alert(day, month, year):
 
 if __name__ == "__main__":
     parser = argparse.ArgumentParser(description="Monitoring pipeline")
-    args_day = parser.add_argument("--day", "-d", default=None, type=int, help="Day")
-    args_month = parser.add_argument(
-        "--month", "-m", default=None, type=int, help="Month"
-    )
-    args_year = parser.add_argument("--year", "-y", default=None, type=int, help="Year")
+    parser.add_argument("--day", "-d", default=None, type=int, help="Day")
+    parser.add_argument("--month", "-m", default=None, type=int, help="Month")
+    parser.add_argument("--year", "-y", default=None, type=int, help="Year")
     args = parser.parse_args()
-    send_alert(day=args.args_day, month=args.args_month, year=args.args_year)
+    send_alert(day=args.day, month=args.month, year=args.year)
diff --git a/pipeline/requirements_mlflow.txt b/pipeline/requirements_mlflow.txt
index e5298fa..699b252 100644
--- a/pipeline/requirements_mlflow.txt
+++ b/pipeline/requirements_mlflow.txt
@@ -1 +1 @@
-mlflow==2.5.0
\ No newline at end of file
+mlflow==2.6.0
\ No newline at end of file