diff --git a/docker-compose.yml b/docker-compose.yml
index eb7b920..403d9e5 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,9 +1,8 @@
 ---
 # docker compose -f docker-compose.yml up -d
-version: "2.1"
 services:
   mysqldb:
-    image: mysql
+    image: mysql:8.0
     restart: always
     command: --default-authentication-plugin=mysql_native_password --bind-address=0.0.0.0
     environment:
@@ -13,7 +12,7 @@ services:
     ports:
       - 3306:3306
   mysqldb_ssh:
-    image: mysql
+    image: mysql:8.0
     restart: always
     command: --default-authentication-plugin=mysql_native_password --bind-address=0.0.0.0
     environment:
@@ -34,7 +33,7 @@ services:
       - PASSWORD_ACCESS=false
       - USER_NAME=melty
     volumes:
-      - ./ssh_tunnel/ssh-server-config:/config/ssh_host_keys:ro
+      - ./ssh_tunnel/ssh-server-config:/config/ssh_host_keys:rw
     ports:
       - "127.0.0.1:2223:2222"
     networks:
diff --git a/poetry.lock b/poetry.lock
index 2672322..223b6eb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
@@ -6,6 +6,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -17,6 +18,7 @@ version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
     {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
@@ -36,6 +38,8 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main", "dev"]
+markers = "python_version < \"4\""
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -47,6 +51,8 @@ version = "2.0.3"
 description = "Backport of Python 3.11's datetime.fromisoformat"
 optional = false
 python-versions = ">3"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "backports_datetime_fromisoformat-2.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5f681f638f10588fa3c101ee9ae2b63d3734713202ddfcfb6ec6cea0778a29d4"},
     {file = "backports_datetime_fromisoformat-2.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:cd681460e9142f1249408e5aee6d178c6d89b49e06d44913c8fdfb6defda8d1c"},
@@ -103,6 +109,7 @@ version = "4.2.1"
 description = "Modern password hashing for your software and your servers"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "bcrypt-4.2.1-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:1340411a0894b7d3ef562fb233e4b6ed58add185228650942bdc885362f32c17"},
     {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1ee315739bc8387aa36ff127afc99120ee452924e0df517a8f3e4c0187a0f5f"},
@@ -137,17 +144,19 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "boto3"
-version = "1.36.7"
+version = "1.36.16"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
-    {file = "boto3-1.36.7-py3-none-any.whl", hash = "sha256:ab501f75557863e2d2c9fa731e4fe25c45f35e0d92ea0ee11a4eaa63929d3ede"},
-    {file = "boto3-1.36.7.tar.gz", hash = "sha256:ae98634efa7b47ced1b0d7342e2940b32639eee913f33ab406590b8ed55ee94b"},
+    {file = "boto3-1.36.16-py3-none-any.whl", hash = "sha256:b10583bf8bd35be1b4027ee7e26b7cdf2078c79eab18357fd602cecb6d39400b"},
+    {file = "boto3-1.36.16.tar.gz", hash = "sha256:0cf92ca0538ab115447e1c58050d43e1273e88c58ddfea2b6f133fdc508b400a"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.7,<1.37.0"
+botocore = ">=1.36.16,<1.37.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -156,13 +165,15 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.7"
+version = "1.36.16"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
-    {file = "botocore-1.36.7-py3-none-any.whl", hash = "sha256:a6c6772d777af2957ac9975207fac1ccc4ce101408b85e9b5e3c5ba0bb949102"},
-    {file = "botocore-1.36.7.tar.gz", hash = "sha256:9abc64bde5e7d8f814ea91d6fc0a8142511fc96427c19fe9209677c20a0c9e6e"},
+    {file = "botocore-1.36.16-py3-none-any.whl", hash = "sha256:aca0348ccd730332082489b6817fdf89e1526049adcf6e9c8c11c96dd9f42c03"},
+    {file = "botocore-1.36.16.tar.gz", hash = "sha256:10c6aa386ba1a9a0faef6bb5dbfc58fc2563a3c6b95352e86a583cd5f14b11f3"},
 ]
 
 [package.dependencies]
@@ -174,17 +185,18 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.23.4)"]
+crt = ["awscrt (==0.23.8)"]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
-    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
-    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -193,6 +205,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "typing"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -262,6 +275,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
+markers = {typing = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -272,6 +286,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -373,6 +388,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -387,10 +403,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "cryptography"
@@ -398,6 +416,7 @@ version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "typing"]
 files = [
     {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"},
     {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"},
@@ -447,6 +466,8 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -457,13 +478,14 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "35.0.0"
+version = "35.2.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "Faker-35.0.0-py3-none-any.whl", hash = "sha256:926d2301787220e0554c2e39afc4dc535ce4b0a8d0a089657137999f66334ef4"},
-    {file = "faker-35.0.0.tar.gz", hash = "sha256:42f2da8cf561e38c72b25e9891168b1e25fec42b6b0b5b0b6cd6041da54af885"},
+    {file = "Faker-35.2.0-py3-none-any.whl", hash = "sha256:609abe555761ff31b0e5e16f958696e9b65c9224a7ac612ac96bfc2b8f09fe35"},
+    {file = "faker-35.2.0.tar.gz", hash = "sha256:28c24061780f83b45d9cb15a72b8f143b09d276c9ff52eb557744b7a89e8ba19"},
 ]
 
 [package.dependencies]
@@ -476,6 +498,7 @@ version = "2.4.16"
 description = "Python's filesystem abstraction layer"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "fs-2.4.16-py2.py3-none-any.whl", hash = "sha256:660064febbccda264ae0b6bace80a8d1be9e089e0a5eb2427b7d517f9a91545c"},
     {file = "fs-2.4.16.tar.gz", hash = "sha256:ae97c7d51213f4b70b6a958292530289090de3a7e15841e108fbe144f069d313"},
@@ -495,6 +518,8 @@ version = "1.1.1"
 description = "Amazon S3 filesystem for PyFilesystem2"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "fs-s3fs-1.1.1.tar.gz", hash = "sha256:b57f8c7664460ff7b451b4b44ca2ea9623a374d74e1284c2d5e6df499dc7976c"},
     {file = "fs_s3fs-1.1.1-py2.py3-none-any.whl", hash = "sha256:9ba160eaa93390cc5992a857675666cb2fbb3721b872474dfdc659a715c39280"},
@@ -507,13 +532,14 @@ six = ">=1.10,<2.0"
 
 [[package]]
 name = "fsspec"
-version = "2024.12.0"
+version = "2025.2.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
-    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
+    {file = "fsspec-2025.2.0-py3-none-any.whl", hash = "sha256:9de2ad9ce1f85e1931858535bc882543171d197001a0a5eb2ddc04f1781ab95b"},
+    {file = "fsspec-2025.2.0.tar.gz", hash = "sha256:1c24b16eaa0a1798afa0337aa0db9b256718ab2a89c425371f5628d22c3b6afd"},
 ]
 
 [package.extras]
@@ -540,7 +566,7 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
-test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
@@ -550,6 +576,8 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev", "typing"]
+markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -636,6 +664,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -650,6 +679,8 @@ version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
     {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
@@ -673,6 +704,8 @@ version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
     {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
@@ -695,6 +728,7 @@ version = "0.5.1"
 description = "A port of Ruby on Rails inflector to Python"
 optional = false
 python-versions = ">=3.5"
+groups = ["main", "dev"]
 files = [
     {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"},
     {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"},
@@ -706,6 +740,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -717,6 +752,8 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -728,6 +765,7 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
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 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
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 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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@@ -775,6 +815,7 @@ version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
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 description = "Optional static typing for Python"
 optional = false
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 [package.dependencies]
@@ -848,6 +884,7 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
+groups = ["typing"]
 files = [
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@@ -859,6 +896,8 @@ version = "2.2.4"
 description = "Python interface to MySQL"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"binary\""
 files = [
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@@ -877,6 +916,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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@@ -884,13 +924,14 @@ files = [
 
 [[package]]
 name = "paramiko"
-version = "3.5.0"
+version = "3.5.1"
 description = "SSH2 protocol library"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -909,6 +950,7 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -924,6 +966,7 @@ version = "3.11"
 description = "Python Lex & Yacc"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce"},
     {file = "ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"},
@@ -935,10 +978,12 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "typing"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
+markers = {typing = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pymysql"
@@ -946,6 +991,7 @@ version = "1.1.1"
 description = "Pure Python MySQL Driver"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "PyMySQL-1.1.1-py3-none-any.whl", hash = "sha256:4de15da4c61dc132f4fb9ab763063e693d521a80fd0e87943b9a453dd4c19d6c"},
     {file = "pymysql-1.1.1.tar.gz", hash = "sha256:e127611aaf2b417403c60bf4dc570124aeb4a57f5f37b8e95ae399a42f904cd0"},
@@ -961,6 +1007,7 @@ version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
     {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
@@ -987,6 +1034,7 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
@@ -1009,10 +1057,12 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -1023,6 +1073,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -1037,6 +1088,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -1099,6 +1151,7 @@ version = "0.36.2"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
     {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
@@ -1115,6 +1168,7 @@ version = "2.1.0"
 description = "Remote vanilla PDB (over TCP sockets) *done right*: no extras, proper handling around connection failures and CI. Based on `pdbx <https://pypi.python.org/pypi/pdbx>`_."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
     {file = "remote-pdb-2.1.0.tar.gz", hash = "sha256:2d70c6f41e0eabf0165e8f1be58f82aa7a605aaeab8f2aefeb9ce246431091c1"},
     {file = "remote_pdb-2.1.0-py2.py3-none-any.whl", hash = "sha256:94f73a92ac1248cf16189211011f97096bdada8a7baac8c79372663bbb57b5d0"},
@@ -1126,6 +1180,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -1147,6 +1202,7 @@ version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6c7b99ca52c2c1752b544e310101b98a659b720b21db00e65edca34483259967"},
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be2eb3f2495ba669d2a985f9b426c1797b7d48d6963899276d22f23e33d47e37"},
@@ -1259,6 +1315,8 @@ version = "0.11.2"
 description = "An Amazon S3 Transfer Manager"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "s3transfer-0.11.2-py3-none-any.whl", hash = "sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"},
     {file = "s3transfer-0.11.2.tar.gz", hash = "sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f"},
@@ -1276,6 +1334,7 @@ version = "70.3.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"},
     {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"},
@@ -1291,6 +1350,7 @@ version = "1.0.3"
 description = "A simple, safe single expression evaluator library."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "simpleeval-1.0.3-py3-none-any.whl", hash = "sha256:e3bdbb8c82c26297c9a153902d0fd1858a6c3774bf53ff4f134788c3f2035c38"},
     {file = "simpleeval-1.0.3.tar.gz", hash = "sha256:67bbf246040ac3b57c29cf048657b9cf31d4e7b9d6659684daa08ca8f1e45829"},
@@ -1302,6 +1362,7 @@ version = "3.19.3"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.5"
+groups = ["main", "dev"]
 files = [
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:f39caec26007a2d0efab6b8b1d74873ede9351962707afab622cc2285dd26ed0"},
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:83c87706265ae3028e8460d08b05f30254c569772e859e5ba61fe8af2c883468"},
@@ -1417,13 +1478,14 @@ files = [
 
 [[package]]
 name = "singer-sdk"
-version = "0.43.1"
+version = "0.44.3"
 description = "A framework for building Singer taps"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "singer_sdk-0.43.1-py3-none-any.whl", hash = "sha256:bd03da661317907b26db6806f1adb2a365c6183889f981602a405f8f784aa1ba"},
-    {file = "singer_sdk-0.43.1.tar.gz", hash = "sha256:4941208e95bde7865943b06677536aee316a755b5b3b7af0a6ef7717454e8645"},
+    {file = "singer_sdk-0.44.3-py3-none-any.whl", hash = "sha256:25cdde6552750485aaa0c98f5c5ba6bdd7e4c69e982c7d4c2631c6df3e64b1ae"},
+    {file = "singer_sdk-0.44.3.tar.gz", hash = "sha256:f2d7eacb4a05270613dc7c02cdcef383f3146e859a14dbdb7c207c90466c7701"},
 ]
 
 [package.dependencies]
@@ -1439,9 +1501,9 @@ joblib = ">=1.3.0"
 jsonpath-ng = ">=1.5.3"
 jsonschema = ">=4.16.0"
 packaging = ">=23.1"
-pytest = {version = ">=7.2.1", optional = true, markers = "extra == \"docs\" or extra == \"testing\""}
+pytest = {version = ">=7.2.1", optional = true, markers = "extra == \"testing\""}
 python-dotenv = ">=0.20"
-PyYAML = ">=6.0"
+pyyaml = ">=6.0"
 referencing = ">=0.30.0"
 requests = ">=2.25.1"
 setuptools = "<=70.3.0"
@@ -1453,8 +1515,8 @@ typing-extensions = ">=4.5.0"
 [package.extras]
 docs = ["furo (>=2024.5.6)", "myst-parser (>=3)", "pytest (>=7.2.1)", "sphinx (>=7)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinx-notfound-page (>=1.0.0)", "sphinx-reredirects (>=0.1.5)"]
 faker = ["faker (>=22.5)"]
-jwt = ["PyJWT (>=2.4,<3.0)", "cryptography (>=3.4.6)"]
-parquet = ["numpy (>=1.22)", "numpy (>=1.22,<2.1)", "pyarrow (>=13)"]
+jwt = ["cryptography (>=3.4.6)", "pyjwt (>=2.4,<3.0)"]
+parquet = ["numpy (>=1.22)", "pyarrow (>=13)"]
 s3 = ["fs-s3fs (>=1.1.1)", "s3fs (>=2024.9.0)"]
 ssh = ["paramiko (>=3.3.0)"]
 testing = ["pytest (>=7.2.1)"]
@@ -1465,6 +1527,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
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     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -1472,103 +1535,108 @@ files = [
 
 [[package]]
 name = "sqlalchemy"
-version = "1.4.54"
+version = "2.0.38"
 description = "Database Abstraction Library"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.7"
+groups = ["main", "dev", "typing"]
 files = [
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 ]
 
 [package.dependencies]
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-sqlalchemy2-stubs = {version = "*", optional = true, markers = "extra == \"mypy\""}
+greenlet = {version = "!=0.4.17", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+mypy = {version = ">=0.910", optional = true, markers = "extra == \"mypy\""}
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
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+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
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-mssql-pyodbc = ["pyodbc", "pyodbc"]
-mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
-mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
-mysql-connector = ["mysql-connector-python", "mysql-connector-python"]
-oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx_oracle (>=8)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql-asyncpg = ["asyncpg", "asyncpg", "greenlet (!=0.4.17)", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)", "pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3_binary"]
 
-[[package]]
-name = "sqlalchemy2-stubs"
-version = "0.0.2a38"
-description = "Typing Stubs for SQLAlchemy 1.4"
-optional = false
-python-versions = ">=3.6"
-files = [
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-]
-
-[package.dependencies]
-typing-extensions = ">=3.7.4"
-
 [[package]]
 name = "sshtunnel"
 version = "0.4.0"
 description = "Pure python SSH tunnels"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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@@ -1588,6 +1656,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "typing"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -1629,6 +1699,7 @@ version = "3.5.0.20240928"
 description = "Typing stubs for paramiko"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
     {file = "types-paramiko-3.5.0.20240928.tar.gz", hash = "sha256:79dd9b2ee510b76a3b60d8ac1f3f348c45fcecf01347ca79e14db726bbfc442d"},
     {file = "types_paramiko-3.5.0.20240928-py3-none-any.whl", hash = "sha256:cda0aff4905fe8efe4b5448331a80e943d42a796bd4beb77a3eed3485bc96a85"},
@@ -1643,6 +1714,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "typing"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -1654,6 +1726,7 @@ version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
@@ -1664,29 +1737,14 @@ brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotl
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
-[[package]]
-name = "urllib3"
-version = "2.3.0"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
-    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
-]
-
-[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-h2 = ["h2 (>=4,<5)"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
 [[package]]
 name = "zipp"
 version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
@@ -1705,6 +1763,6 @@ binary = ["mysqlclient"]
 s3 = ["fs-s3fs"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9"
-content-hash = "dd94b690edc5bd9b9d6ce6538f9d6044ebeaef1e0763c973ae553a63500a94ec"
+content-hash = "c475540ff7e6d621c50c712a81ba5eb772843f3dbbcbd9d9b95eabeb8e80abef"
diff --git a/pyproject.toml b/pyproject.toml
index 8f594b9..fec9fe3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,24 +33,27 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.9"
-fs-s3fs = { version = "==1.1.1", optional = true }
-singer-sdk = { version="~=0.43.1" }
+singer-sdk = { version="~=0.44.3" }
 pymysql = "==1.1.1"
-sqlalchemy = "<2"
+sqlalchemy = "<3"
 sshtunnel = "0.4.0"
 
 # Binary client for MySQL
 mysqlclient = { version = "==2.2.4", optional = true }
 
+# S3 client
+urllib3 = "<2"
+fs-s3fs = { version = "==1.1.1", optional = true }
+
 [tool.poetry.group.dev.dependencies]
 faker = ">=20"
 pytest = ">=7.3.2"
-singer-sdk = { version="~=0.43.1", extras = ["testing"] }
+singer-sdk = { version="~=0.44.3", extras = ["testing"] }
 remote-pdb=">=2.1.0"
 
 [tool.poetry.group.typing.dependencies]
 mypy = ">=1.8.0"
-sqlalchemy = { version = "<2", extras = ["mypy"] }
+sqlalchemy = { version = "<3", extras = ["mypy"] }
 types-paramiko = ">=3.4.0.20240120"
 
 [tool.poetry.extras]
diff --git a/ssh_tunnel/ssh-server-config/ssh_host_rsa_key b/ssh_tunnel/ssh-server-config/ssh_host_rsa_key
old mode 100755
new mode 100644
diff --git a/tap_mysql/client.py b/tap_mysql/client.py
index 036cca7..20e503d 100644
--- a/tap_mysql/client.py
+++ b/tap_mysql/client.py
@@ -11,12 +11,14 @@
 from singer_sdk import typing as th
 from singer_sdk._singerlib import CatalogEntry, MetadataMapping, Schema
 from singer_sdk.helpers._typing import TypeConformanceLevel
+from sqlalchemy import text
 
 if TYPE_CHECKING:
     from collections.abc import Iterable
 
     from sqlalchemy.engine import Engine
-    from sqlalchemy.engine.reflection import Inspector
+    from sqlalchemy.engine.reflection import Inspector, ReflectedPrimaryKeyConstraint
+
 
 unpatched_conform = (
     singer_sdk.helpers._typing._conform_primitive_property  # noqa: SLF001
@@ -58,6 +60,7 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         """
         super().__init__(*args, **kwargs)
         self.is_vitess = self.config.get("is_vitess")
+        self._table_cols_cache: dict[str, dict[str, sqlalchemy.Column]] = {}
 
         if self.is_vitess is None:
             self.logger.info(
@@ -65,12 +68,13 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
                 "we are using a Vitess instance."
             )
             with self._connect() as conn:
-                output = conn.execute(
+                query = text(
                     "select variable_value from "
                     "performance_schema.global_variables where "
                     "variable_name='version_comment' and variable_value like "
                     "'PlanetScale%%'"
                 )
+                output = conn.execute(query)
                 rows = output.fetchall()
                 if len(rows) > 0:
                     self.logger.info(
@@ -214,45 +218,62 @@ def get_schema_names(self, engine: Engine, inspected: Inspector) -> list[str]:
             return self.config["filter_schemas"]
         return super().get_schema_names(engine, inspected)
 
-    def discover_catalog_entry(
+    def discover_catalog_entry(  # noqa: PLR0913
         self,
         engine: Engine,
         inspected: Inspector,
         schema_name: str,
         table_name: str,
         is_view: bool,  # noqa: FBT001
+        *,
+        reflected_columns: list[Any] | None = None,
+        reflected_pk: ReflectedPrimaryKeyConstraint | None = None,
+        reflected_indices: list[Any] | None = None,
     ) -> CatalogEntry:
-        """Overrode to support Vitess as DESCRIBE is not supported for views.
-
-        Create `CatalogEntry` object for the given table or a view.
+        """Create `CatalogEntry` object for the given table or a view.
 
         Args:
             engine: SQLAlchemy engine
             inspected: SQLAlchemy inspector instance for engine
             schema_name: Schema name to inspect
             table_name: Name of the table or a view
-            is_view: Flag whether this object is a view, returned by `get_object_names`
+            is_view: Flag whether this object is a view
+            reflected_columns: Pre-reflected columns (optional)
+            reflected_pk: Pre-reflected primary key info (optional)
+            reflected_indices: Pre-reflected indices info (optional)
 
         Returns:
             `CatalogEntry` object for the given table or a view
         """
         if self.is_vitess is False or is_view is False:
             return super().discover_catalog_entry(
-                engine, inspected, schema_name, table_name, is_view
+                engine,
+                inspected,
+                schema_name,
+                table_name,
+                is_view,
+                reflected_columns=reflected_columns,
+                reflected_pk=reflected_pk,
+                reflected_indices=reflected_indices,
             )
         # For vitess views, we can't use DESCRIBE as it's not supported for
         # views so we do the below.
-        unique_stream_id = self.get_fully_qualified_name(
-            db_name=None,
-            schema_name=schema_name,
-            table_name=table_name,
-            delimiter="-",
+        unique_stream_id = str(
+            self.get_fully_qualified_name(
+                db_name=None,
+                schema_name=schema_name,
+                table_name=table_name,
+                delimiter="-",
+            )
         )
 
         # Initialize columns list
         table_schema = th.PropertiesList()
         with self._connect() as conn:
-            columns = conn.execute(f"SHOW columns from `{schema_name}`.`{table_name}`")
+            result = conn.execute(
+                text(f"SHOW columns from `{schema_name}`.`{table_name}`")
+            )
+            columns = result.mappings()
             for column in columns:
                 column_name = column["Field"]
                 is_nullable = column["Null"] == "YES"
@@ -358,9 +379,10 @@ def get_table_columns(
         if full_table_name not in self._table_cols_cache:
             _, schema_name, table_name = self.parse_full_table_name(full_table_name)
             with self._connect() as conn:
-                columns = conn.execute(
-                    f"SHOW columns from `{schema_name}`.`{table_name}`"
+                result = conn.execute(
+                    text(f"SHOW columns from `{schema_name}`.`{table_name}`")
                 )
+                columns = result.mappings()
                 self._table_cols_cache[full_table_name] = {
                     col_meta["Field"]: sqlalchemy.Column(
                         col_meta["Field"],
@@ -405,9 +427,7 @@ def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]:
         """
         if context:
             msg = f"Stream '{self.name}' does not support partitioning."
-            raise NotImplementedError(
-                msg,
-            )
+            raise NotImplementedError(msg)
 
         # pulling rows with only selected columns from stream
         selected_column_names = list(self.get_selected_schema()["properties"])
@@ -429,5 +449,6 @@ def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]:
                 conn.exec_driver_sql(
                     "set workload=olap"
                 )  # See https://github.com/planetscale/discussion/discussions/190
-            for row in conn.execute(query):
+            result = conn.execute(query)
+            for row in result.mappings():
                 yield dict(row)
diff --git a/tap_mysql/tap.py b/tap_mysql/tap.py
index cf01270..832c631 100644
--- a/tap_mysql/tap.py
+++ b/tap_mysql/tap.py
@@ -277,7 +277,7 @@ def ssh_tunnel_connect(self, *, ssh_config: dict[str, Any], url: URL) -> URL:
         self.ssh_tunnel: SSHTunnelForwarder = SSHTunnelForwarder(
             ssh_address_or_host=(ssh_config["host"], ssh_config["port"]),
             ssh_username=ssh_config["username"],
-            ssh_private_key=self.guess_key_type(ssh_config["private_key"]),
+            ssh_pkey=self.guess_key_type(ssh_config["private_key"]),
             ssh_private_key_password=ssh_config.get("private_key_password"),
             remote_bind_address=(url.host, url.port),
         )
@@ -297,7 +297,8 @@ def ssh_tunnel_connect(self, *, ssh_config: dict[str, Any], url: URL) -> URL:
 
     def clean_up(self) -> None:
         """Stop the SSH Tunnel."""
-        self.logger.info("Shutting down SSH Tunnel")
+        if self.logger and self.logger.handlers:
+            self.logger.info("Shutting down SSH Tunnel")
         self.ssh_tunnel.stop()
 
     def catch_signal(self, signum, frame) -> None:  # noqa: ANN001 ARG002
diff --git a/tests/test_core.py b/tests/test_core.py
index fa81ab3..195edd8 100644
--- a/tests/test_core.py
+++ b/tests/test_core.py
@@ -10,7 +10,7 @@
 from faker import Faker
 from singer_sdk.testing import get_tap_test_class, suites
 from singer_sdk.testing.runners import TapTestRunner
-from sqlalchemy import Column, DateTime, Integer, MetaData, Numeric, String, Table
+from sqlalchemy import Column, DateTime, Integer, MetaData, Numeric, String, Table, text
 from sqlalchemy.dialects.mysql import DATE, DATETIME, JSON, TIME
 
 from tap_mysql.tap import TapMySQL
@@ -52,20 +52,21 @@ def setup_test_table(table_name, sqlalchemy_url):
         Column("name", String(length=100)),
     )
     with engine.connect() as conn:
-        metadata_obj.create_all(conn)
-        conn.execute(f"TRUNCATE TABLE {table_name}")
-        for _ in range(1000):
-            insert = test_replication_key_table.insert().values(
-                updated_at=fake.date_between(date1, date2),
-                name=fake.name(),
-            )
-            conn.execute(insert)
+        with conn.begin():  # Ensure transaction is committed
+            metadata_obj.create_all(conn)
+            conn.execute(text(f"TRUNCATE TABLE {table_name}"))
+            for _ in range(5):
+                insert = test_replication_key_table.insert().values(
+                    updated_at=fake.date_time_between(date1, date2),
+                    name=fake.name(),
+                )
+                conn.execute(insert)
 
 
 def teardown_test_table(table_name, sqlalchemy_url):
     engine = sqlalchemy.create_engine(sqlalchemy_url)
     with engine.connect() as conn:
-        conn.execute(f"DROP TABLE {table_name}")
+        conn.execute(text(f"DROP TABLE {table_name}"))
 
 
 custom_test_replication_key = suites.TestSuite(
@@ -73,18 +74,20 @@ def teardown_test_table(table_name, sqlalchemy_url):
     tests=[TapTestReplicationKey],
 )
 
+with open("tests/resources/data.json") as f:
+    catalog_dict = json.load(f)
 
 TapMySQLTest = get_tap_test_class(
     tap_class=TapMySQL,
     config=SAMPLE_CONFIG,
-    catalog="tests/resources/data.json",
+    catalog=catalog_dict,
     custom_suites=[custom_test_replication_key],
 )
 
 TapMySQLTestNOSQLALCHEMY = get_tap_test_class(
     tap_class=TapMySQL,
     config=NO_SQLALCHEMY_CONFIG,
-    catalog="tests/resources/data.json",
+    catalog=catalog_dict,
     custom_suites=[custom_test_replication_key],
 )
 
@@ -129,15 +132,18 @@ def test_temporal_datatypes():
         Column("column_timestamp", DATETIME),
     )
     with engine.connect() as conn:
-        if table.exists(conn):
-            table.drop(conn)
-        metadata_obj.create_all(conn)
-        insert = table.insert().values(
-            column_date="2022-03-19",
-            column_time="06:04:19.222",
-            column_timestamp="1918-02-03 13:00:01",
-        )
-        conn.execute(insert)
+        # Start a transaction
+        with conn.begin():
+            table.drop(engine, checkfirst=True)
+            metadata_obj.create_all(engine)
+            insert = table.insert().values(
+                column_date="2022-03-19",
+                column_time="06:04:19.222",
+                column_timestamp="1918-02-03 13:00:01",
+            )
+            conn.execute(insert)
+            # Transaction will be automatically committed here
+
     tap = TapMySQL(config=SAMPLE_CONFIG)
     tap_catalog = json.loads(tap.catalog_json_text)
     altered_table_name = f"melty-{table_name}"
@@ -178,6 +184,7 @@ def test_temporal_datatypes():
 
 
 def test_jsonb_json():
+    """Test JSON type handling."""
     table_name = "test_jsonb_json"
     engine = sqlalchemy.create_engine(SAMPLE_CONFIG["sqlalchemy_url"])
 
@@ -188,13 +195,16 @@ def test_jsonb_json():
         Column("column_json", JSON),
     )
     with engine.connect() as conn:
-        if table.exists(conn):
-            table.drop(conn)
-        metadata_obj.create_all(conn)
-        insert = table.insert().values(
-            column_json={"baz": "foo"},
-        )
-        conn.execute(insert)
+        # Start a transaction
+        with conn.begin():
+            table.drop(engine, checkfirst=True)
+            metadata_obj.create_all(engine)
+            insert = table.insert().values(
+                column_json={"baz": "foo"},
+            )
+            conn.execute(insert)
+            # Transaction will be automatically committed here
+
     tap = TapMySQL(config=SAMPLE_CONFIG)
     tap_catalog = json.loads(tap.catalog_json_text)
     altered_table_name = f"melty-{table_name}"
@@ -238,9 +248,8 @@ def test_decimal():
         Column("column", Numeric()),
     )
     with engine.connect() as conn:
-        if table.exists(conn):
-            table.drop(conn)
-        metadata_obj.create_all(conn)
+        table.drop(engine, checkfirst=True)
+        metadata_obj.create_all(engine)
         insert = table.insert().values(column=decimal.Decimal("3.14"))
         conn.execute(insert)
         insert = table.insert().values(column=decimal.Decimal("12"))
@@ -283,10 +292,9 @@ def test_filter_schemas():
     table = Table(table_name, metadata_obj, Column("id", Integer), schema="new_schema")
 
     with engine.connect() as conn:
-        conn.execute("CREATE SCHEMA IF NOT EXISTS new_schema")
-        if table.exists(conn):
-            table.drop(conn)
-        metadata_obj.create_all(conn)
+        conn.execute(text("CREATE SCHEMA IF NOT EXISTS new_schema"))
+        table.drop(engine, checkfirst=True)
+        metadata_obj.create_all(engine)
     filter_schemas_config = copy.deepcopy(SAMPLE_CONFIG)
     filter_schemas_config.update({"filter_schemas": ["new_schema"]})
     tap = TapMySQL(config=filter_schemas_config)
diff --git a/tests/test_replication_key.py b/tests/test_replication_key.py
index 48aea7a..bf25500 100644
--- a/tests/test_replication_key.py
+++ b/tests/test_replication_key.py
@@ -5,6 +5,7 @@
 
 import datetime
 from singer_sdk.testing.templates import TapTestTemplate
+from singer_sdk._singerlib import Catalog
 
 from tap_mysql.tap import TapMySQL
 
@@ -13,7 +14,7 @@
     "start_date": datetime.datetime(2022, 11, 1).isoformat(),
     # Using 127.0.0.1 instead of localhost because of mysqlclient dialect.
     # See: https://stackoverflow.com/questions/72294279/how-to-connect-to-mysql-databas-using-github-actions
-    "sqlalchemy_url": f"mysql+pymysql://root:password@127.0.0.1:3306/melty",
+    "sqlalchemy_url": "mysql+pymysql://root:password@127.0.0.1:3306/melty",
 }
 
 
@@ -22,32 +23,27 @@ def replication_key_test(tap, table_name):
     https://github.com/meltano/sdk/issues/1268.
     """
     tap.run_discovery()
-    # TODO Switch this to using Catalog from _singerlib as it makes iterating
-    # over this stuff easier
-    tap_catalog = json.loads(tap.catalog_json_text)
-    for stream in tap_catalog["streams"]:
-        if stream.get("stream") and table_name not in stream["stream"]:
-            for metadata in stream["metadata"]:
-                metadata["metadata"]["selected"] = False
+    catalog = Catalog.from_dict({"streams": tap.catalog_dict["streams"]})
+
+    for stream in catalog.streams:
+        if table_name not in stream.tap_stream_id:
+            stream.metadata.root.selected = False
         else:
-            # Without this the tap will not do an INCREMENTAL sync properly
-            stream["replication_key"] = "updated_at"
-            for metadata in stream["metadata"]:
-                metadata["metadata"]["selected"] = True
-                if metadata["breadcrumb"] == []:
-                    metadata["metadata"]["replication-method"] = "INCREMENTAL"
-                    metadata["metadata"]["replication-key"] = "updated_at"
-
-    # Handy for debugging
-    # with open('data.json', 'w', encoding='utf-8') as f:
-
-    tap = TapMySQL(config=SAMPLE_CONFIG, catalog=tap_catalog)
+            stream.metadata.root.selected = True
+            stream.metadata.root.forced_replication_method = "INCREMENTAL"
+            stream.replication_key = "updated_at"
+            stream.metadata.root.replication_key = "updated_at"
+
+    tap = TapMySQL(config=SAMPLE_CONFIG, catalog=catalog.to_dict())
     tap.sync_all()
 
 
 class TapTestReplicationKey(TapTestTemplate):
+    """Test class for tap replication key tests."""
+
     name = "replication_key"
     table_name = TABLE_NAME
 
     def test(self):
+        """Run the replication key test."""
         replication_key_test(self.tap, self.table_name)
diff --git a/tests/test_selected_columns_only.py b/tests/test_selected_columns_only.py
index d0ed0e0..503ebc9 100644
--- a/tests/test_selected_columns_only.py
+++ b/tests/test_selected_columns_only.py
@@ -53,11 +53,14 @@ class TapTestSelectedColumnsOnly(TapTestTemplate):
     tests=[TapTestSelectedColumnsOnly],
 )
 
+with open("tests/resources/data_selected_columns_only.json", "r") as f:
+    catalog_dict = json.load(f)
+
 # creating testing instance for isolated table in mysql
 TapMySQLTestSelectedColumnsOnly = get_tap_test_class(
     tap_class=TapMySQL,
     config=SAMPLE_CONFIG,
-    catalog="tests/resources/data_selected_columns_only.json",
+    catalog=catalog_dict,
     custom_suites=[custom_test_selected_columns_only],
 )
 
diff --git a/tests/test_ssh_tunnel.py b/tests/test_ssh_tunnel.py
index 3cdb454..244f0aa 100644
--- a/tests/test_ssh_tunnel.py
+++ b/tests/test_ssh_tunnel.py
@@ -1,5 +1,7 @@
 """Tests standard tap features using the built-in SDK tests library."""
 
+from pathlib import Path
+
 from tap_mysql.tap import TapMySQL
 
 TABLE_NAME = "test_replication_key"
@@ -10,12 +12,14 @@
         "host": "127.0.0.1",
         "port": 2223,
         "username": "melty",
-        "private_key": "-----BEGIN OPENSSH PRIVATE KEY-----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\nxa9026AMTGLaEAAAATcm9vdEBvcGVuc3NoLXNlcnZlcg==\n-----END OPENSSH PRIVATE KEY-----",  # noqa: E501
+        "private_key": "",
     },
 }
 
 
 def test_ssh_tunnel() -> None:
     """We expect the SSH environment to already be up."""
+    private_key = Path("ssh_tunnel/ssh-server-config/ssh_host_rsa_key").read_text()
+    SAMPLE_CONFIG["ssh_tunnel"]["private_key"] = private_key
     tap = TapMySQL(config=SAMPLE_CONFIG)
     tap.sync_all()