diff --git a/.github/workflows/cml.yml b/.github/workflows/cml.yml
index 7abd1d13f..594dc3781 100644
--- a/.github/workflows/cml.yml
+++ b/.github/workflows/cml.yml
@@ -13,6 +13,11 @@ on:
         required: true
         type: boolean
         default: false
+      end_debug_enabled:
+        description: "Run tmate.io debugging at the end of the workflow"
+        required: true
+        type: boolean
+        default: false
       force_retraining:
         description: "Force retraining in model execution"
         required: true
@@ -160,3 +165,6 @@ jobs:
 
           ./.github/pipeline.sh ${FLAGS}
         shell: bash
+      - name: Setup tmate debug session
+        uses: mxschmitt/action-tmate@v3
+        if: ${{ inputs.end_debug_enabled }}
diff --git a/poetry.lock b/poetry.lock
index 1f99e7eaa..ab172e48f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -471,13 +471,13 @@ lxml = ["lxml"]
 
 [[package]]
 name = "billiard"
-version = "3.6.4.0"
+version = "4.1.0"
 description = "Python multiprocessing fork with improvements and bugfixes"
 optional = true
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "billiard-3.6.4.0-py3-none-any.whl", hash = "sha256:87103ea78fa6ab4d5c751c4909bcff74617d985de7fa8b672cf8618afd5a875b"},
-    {file = "billiard-3.6.4.0.tar.gz", hash = "sha256:299de5a8da28a783d51b197d496bef4f1595dd023a93a4f59dde1886ae905547"},
+    {file = "billiard-4.1.0-py3-none-any.whl", hash = "sha256:0f50d6be051c6b2b75bfbc8bfd85af195c5739c281d3f5b86a5640c65563614a"},
+    {file = "billiard-4.1.0.tar.gz", hash = "sha256:1ad2eeae8e28053d729ba3373d34d9d6e210f6e4d8bf0a9c64f92bd053f1edf5"},
 ]
 
 [[package]]
@@ -553,57 +553,58 @@ files = [
 
 [[package]]
 name = "celery"
-version = "5.2.7"
+version = "5.3.1"
 description = "Distributed Task Queue."
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "celery-5.2.7-py3-none-any.whl", hash = "sha256:138420c020cd58d6707e6257b6beda91fd39af7afde5d36c6334d175302c0e14"},
-    {file = "celery-5.2.7.tar.gz", hash = "sha256:fafbd82934d30f8a004f81e8f7a062e31413a23d444be8ee3326553915958c6d"},
+    {file = "celery-5.3.1-py3-none-any.whl", hash = "sha256:27f8f3f3b58de6e0ab4f174791383bbd7445aff0471a43e99cfd77727940753f"},
+    {file = "celery-5.3.1.tar.gz", hash = "sha256:f84d1c21a1520c116c2b7d26593926581191435a03aa74b77c941b93ca1c6210"},
 ]
 
 [package.dependencies]
-billiard = ">=3.6.4.0,<4.0"
-click = ">=8.0.3,<9.0"
-click-didyoumean = ">=0.0.3"
+billiard = ">=4.1.0,<5.0"
+click = ">=8.1.2,<9.0"
+click-didyoumean = ">=0.3.0"
 click-plugins = ">=1.1.1"
 click-repl = ">=0.2.0"
-kombu = ">=5.2.3,<6.0"
-pytz = ">=2021.3"
+kombu = ">=5.3.1,<6.0"
+python-dateutil = ">=2.8.2"
+tzdata = ">=2022.7"
 vine = ">=5.0.0,<6.0"
 
 [package.extras]
-arangodb = ["pyArango (>=1.3.2)"]
-auth = ["cryptography"]
-azureblockblob = ["azure-storage-blob (==12.9.0)"]
+arangodb = ["pyArango (>=2.0.1)"]
+auth = ["cryptography (==41.0.1)"]
+azureblockblob = ["azure-storage-blob (>=12.15.0)"]
 brotli = ["brotli (>=1.0.0)", "brotlipy (>=0.7.0)"]
-cassandra = ["cassandra-driver (<3.21.0)"]
-consul = ["python-consul2"]
-cosmosdbsql = ["pydocumentdb (==2.3.2)"]
+cassandra = ["cassandra-driver (>=3.25.0,<4)"]
+consul = ["python-consul2 (==0.1.5)"]
+cosmosdbsql = ["pydocumentdb (==2.3.5)"]
 couchbase = ["couchbase (>=3.0.0)"]
-couchdb = ["pycouchdb"]
-django = ["Django (>=1.11)"]
-dynamodb = ["boto3 (>=1.9.178)"]
-elasticsearch = ["elasticsearch"]
+couchdb = ["pycouchdb (==1.14.2)"]
+django = ["Django (>=2.2.28)"]
+dynamodb = ["boto3 (>=1.26.143)"]
+elasticsearch = ["elasticsearch (<8.0)"]
 eventlet = ["eventlet (>=0.32.0)"]
 gevent = ["gevent (>=1.5.0)"]
-librabbitmq = ["librabbitmq (>=1.5.0)"]
-memcache = ["pylibmc"]
-mongodb = ["pymongo[srv] (>=3.11.1)"]
-msgpack = ["msgpack"]
-pymemcache = ["python-memcached"]
-pyro = ["pyro4"]
-pytest = ["pytest-celery"]
-redis = ["redis (>=3.4.1,!=4.0.0,!=4.0.1)"]
-s3 = ["boto3 (>=1.9.125)"]
+librabbitmq = ["librabbitmq (>=2.0.0)"]
+memcache = ["pylibmc (==1.6.3)"]
+mongodb = ["pymongo[srv] (>=4.0.2)"]
+msgpack = ["msgpack (==1.0.5)"]
+pymemcache = ["python-memcached (==1.59)"]
+pyro = ["pyro4 (==4.82)"]
+pytest = ["pytest-celery (==0.0.0)"]
+redis = ["redis (>=4.5.2,!=4.5.5)"]
+s3 = ["boto3 (>=1.26.143)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
-solar = ["ephem"]
-sqlalchemy = ["sqlalchemy"]
-sqs = ["kombu[sqs]"]
+solar = ["ephem (==4.1.4)"]
+sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
+sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.0)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
 tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"]
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=1.3.1)"]
-zstd = ["zstandard"]
+zstd = ["zstandard (==0.21.0)"]
 
 [[package]]
 name = "certifi"
@@ -1433,67 +1434,67 @@ files = [
 
 [[package]]
 name = "dulwich"
-version = "0.21.3"
+version = "0.21.5"
 description = "Python Git Library"
 optional = true
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1507,13 +1508,13 @@ pgp = ["gpg"]
 
 [[package]]
 name = "dvc"
-version = "2.58.0"
+version = "3.4.0"
 description = "Git for data scientists - manage your code and data together"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-2.58.0-py3-none-any.whl", hash = "sha256:2410ad077bb0ce74f6fcd1d5980c8ac772fe7c8fe18a0a20c4fbfe9169a5ebce"},
-    {file = "dvc-2.58.0.tar.gz", hash = "sha256:e6bab5de1027e5cf7b6561a58402d107772bbf6d4f5bf0e4670886f37d5e05c7"},
+    {file = "dvc-3.4.0-py3-none-any.whl", hash = "sha256:6e32539bcb38248ae49904f3146f6ef1f2244778afc7b20c216edbf1d01679e6"},
+    {file = "dvc-3.4.0.tar.gz", hash = "sha256:55c31be53507ed54b6c4be2c2d4bc4d60043c0331b4eb4c58ba1a68d6d944189"},
 ]
 
 [package.dependencies]
@@ -1521,13 +1522,13 @@ colorama = ">=0.3.9"
 configobj = ">=5.0.6"
 distro = ">=1.3"
 dpath = ">=2.1.0,<3"
-dvc-data = ">=0.51.0,<0.52"
+dvc-data = ">=2.3.2,<2.4.0"
 dvc-http = ">=2.29.0"
 dvc-render = ">=0.3.1,<1"
 dvc-studio-client = ">=0.9.2,<1"
-dvc-task = ">=0.2.1,<1"
+dvc-task = ">=0.3.0,<1"
 flatten-dict = ">=0.4.1,<1"
-"flufl.lock" = ">=5"
+"flufl.lock" = ">=5,<8"
 funcy = ">=1.14"
 grandalf = ">=0.7,<1"
 hydra-core = ">=1.1"
@@ -1543,7 +1544,7 @@ pyparsing = ">=2.4.7"
 requests = ">=2.22"
 rich = ">=12"
 "ruamel.yaml" = ">=0.17.11"
-scmrepo = ">=1.0.0,<2"
+scmrepo = ">=1.0.4,<2"
 shortuuid = ">=0.5"
 shtab = ">=1.3.4,<2"
 tabulate = ">=0.8.7"
@@ -1554,44 +1555,44 @@ voluptuous = ">=0.11.7"
 
 [package.extras]
 all = ["dvc[azure,gdrive,gs,hdfs,oss,s3,ssh,webdav,webhdfs]"]
-azure = ["dvc-azure (==2.21.1)"]
+azure = ["dvc-azure (>=2.21.2)"]
 dev = ["dvc[azure,gdrive,gs,hdfs,lint,oss,s3,ssh,terraform,tests,webdav,webhdfs]"]
-gdrive = ["dvc-gdrive (==2.19.2)"]
-gs = ["dvc-gs (==2.22.0)"]
+gdrive = ["dvc-gdrive (==2.20)"]
+gs = ["dvc-gs (==2.22.1)"]
 hdfs = ["dvc-hdfs (==2.19)"]
-lint = ["mypy (==1.3.0)", "pylint (==2.17.4)", "types-colorama", "types-psutil", "types-requests", "types-tabulate", "types-toml", "types-tqdm"]
+lint = ["mypy (==1.3.0)", "pylint (==2.17.4)", "types-colorama", "types-psutil", "types-pyinstaller", "types-requests", "types-tabulate", "types-toml", "types-tqdm"]
 oss = ["dvc-oss (==2.19)"]
-s3 = ["dvc-s3 (==2.22.0)"]
+s3 = ["dvc-s3 (==2.23.0)"]
 ssh = ["dvc-ssh (>=2.22.1,<3)"]
 ssh-gssapi = ["dvc-ssh[gssapi] (>=2.22.1,<3)"]
 terraform = ["tpi[ssh] (>=2.1)"]
 testing = ["pytest-benchmark[histogram]", "pytest-test-utils", "pytest-virtualenv"]
-tests = ["beautifulsoup4 (>=4.4)", "dvc-ssh", "dvc[testing]", "filelock", "flaky", "pytest (>=7,<8)", "pytest-cov", "pytest-docker (>=1,<2)", "pytest-lazy-fixture", "pytest-mock", "pytest-test-utils", "pytest-timeout (>=2)", "pytest-xdist (>=3.2)", "pywin32 (>=225)"]
+tests = ["beautifulsoup4 (>=4.4)", "dvc-ssh", "dvc[testing]", "filelock", "flaky", "pytest (>=7,<8)", "pytest-cov (>=4.1.0)", "pytest-docker (>=1,<2)", "pytest-lazy-fixture", "pytest-mock", "pytest-test-utils", "pytest-timeout (>=2)", "pytest-xdist (>=3.2)", "pywin32 (>=225)", "tzdata"]
 webdav = ["dvc-webdav (==2.19.1)"]
 webhdfs = ["dvc-webhdfs (==2.19)"]
 webhdfs-kerberos = ["dvc-webhdfs[kerberos] (==2.19)"]
 
 [[package]]
 name = "dvc-data"
-version = "0.51.0"
+version = "2.3.3"
 description = "dvc data"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-data-0.51.0.tar.gz", hash = "sha256:32544bb7d3ae509f91c2d07a9dc3739dd87980be5b41582781efb4f246b58497"},
-    {file = "dvc_data-0.51.0-py3-none-any.whl", hash = "sha256:f3244f7d848f10fdb21d5ff485410f6955a1de828a149577633e3ed0f451ebd2"},
+    {file = "dvc-data-2.3.3.tar.gz", hash = "sha256:4c995d4196993731dcfed04dd7bd208e698b55d5b90a356d8e11da45b27a2702"},
+    {file = "dvc_data-2.3.3-py3-none-any.whl", hash = "sha256:5e7f0b62ce4a316e8ddd805a235d759ce2987c78363f623203d9585199364dac"},
 ]
 
 [package.dependencies]
 attrs = ">=21.3.0"
 dictdiffer = ">=0.8.1"
 diskcache = ">=5.2.1"
-dvc-objects = ">=0.22.0,<1"
+dvc-objects = ">=0.23.0,<1"
 funcy = ">=1.14"
 nanotime = ">=0.5.2"
 pygtrie = ">=2.3.2"
 shortuuid = ">=0.5.0"
-sqltrie = ">=0.3.1,<1"
+sqltrie = ">=0.6.0,<1"
 
 [package.extras]
 all = ["rich (>=10.11.0,<14.0.0)", "typer[all] (>=0.6)"]
@@ -1637,13 +1638,13 @@ tests = ["dvc[testing]", "flaky (==3.7.0)", "mypy (==0.910)", "pylint (==2.15.9)
 
 [[package]]
 name = "dvc-objects"
-version = "0.22.0"
+version = "0.23.0"
 description = "dvc objects"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-objects-0.22.0.tar.gz", hash = "sha256:911a5fc0de89ea40118af3a2752a23f769ab5c865484637f47bd74f1e8577f83"},
-    {file = "dvc_objects-0.22.0-py3-none-any.whl", hash = "sha256:d8eb4ea8d8a440efe0a14d8ca928c95ddcf39ae3b10e93546f9b12b3ff453da6"},
+    {file = "dvc-objects-0.23.0.tar.gz", hash = "sha256:9e6a470eb910f3e2bd3156961e4d8617c51be9a464ffce5d8938cb2bc5bfddb3"},
+    {file = "dvc_objects-0.23.0-py3-none-any.whl", hash = "sha256:6d4583a56d562cdc4b534790d3963a4401ffa4dde4f50685f3cc4d34c75d2e9b"},
 ]
 
 [package.dependencies]
@@ -1699,26 +1700,26 @@ tests = ["pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "p
 
 [[package]]
 name = "dvc-task"
-version = "0.2.1"
+version = "0.3.0"
 description = "Extensible task queue used in DVC."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-task-0.2.1.tar.gz", hash = "sha256:c42b9bb6a8e64c80e20728926f0f8147aa25b696c78876e5dfff0a293d14c735"},
-    {file = "dvc_task-0.2.1-py3-none-any.whl", hash = "sha256:0030e742a2b9d365bab354f67086010adf37116bbfecba09811a9e26b1d32621"},
+    {file = "dvc-task-0.3.0.tar.gz", hash = "sha256:6ab288bfbbc4a2df8ef145c543bb979d6cb8fb49037fec821a59ad6e1dfdddce"},
+    {file = "dvc_task-0.3.0-py3-none-any.whl", hash = "sha256:637908e3a54670cb09924dd96161e025399c426fc3cb2e3b9b8a030d7cfcfbcd"},
 ]
 
 [package.dependencies]
-celery = ">=5.2.0,<6"
+celery = ">=5.3.0,<6"
 funcy = ">=1.17"
-kombu = ">=5.2.0,<6"
+kombu = ">=5.3.0,<6"
 pywin32 = {version = ">=225", markers = "sys_platform == \"win32\""}
 shortuuid = ">=1.0.8"
 
 [package.extras]
-dev = ["celery-types (>=0.11.0)", "flaky (==3.7.0)", "mkdocs (==1.3.1)", "mkdocs-gen-files (==0.3.5)", "mkdocs-material (==8.4.1)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.1)", "mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-celery", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (>=0.0.6)"]
+dev = ["celery-types (==0.15.0)", "flaky (==3.7.0)", "mkdocs (==1.3.1)", "mkdocs-gen-files (==0.3.5)", "mkdocs-material (==8.4.1)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.1)", "mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-celery", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.6)", "pytest-test-utils (>=0.0.6)"]
 docs = ["mkdocs (==1.3.1)", "mkdocs-gen-files (==0.3.5)", "mkdocs-material (==8.4.1)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.1)"]
-tests = ["celery-types (>=0.11.0)", "flaky (==3.7.0)", "mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-celery", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (>=0.0.6)"]
+tests = ["celery-types (==0.15.0)", "flaky (==3.7.0)", "mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-celery", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.6)", "pytest-test-utils (>=0.0.6)"]
 
 [[package]]
 name = "entrypoints"
@@ -3526,34 +3527,36 @@ files = [
 
 [[package]]
 name = "kombu"
-version = "5.2.4"
+version = "5.3.1"
 description = "Messaging library for Python."
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "kombu-5.2.4-py3-none-any.whl", hash = "sha256:8b213b24293d3417bcf0d2f5537b7f756079e3ea232a8386dcc89a59fd2361a4"},
-    {file = "kombu-5.2.4.tar.gz", hash = "sha256:37cee3ee725f94ea8bb173eaab7c1760203ea53bbebae226328600f9d2799610"},
+    {file = "kombu-5.3.1-py3-none-any.whl", hash = "sha256:48ee589e8833126fd01ceaa08f8a2041334e9f5894e5763c8486a550454551e9"},
+    {file = "kombu-5.3.1.tar.gz", hash = "sha256:fbd7572d92c0bf71c112a6b45163153dea5a7b6a701ec16b568c27d0fd2370f2"},
 ]
 
 [package.dependencies]
-amqp = ">=5.0.9,<6.0.0"
+amqp = ">=5.1.1,<6.0.0"
+typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 vine = "*"
 
 [package.extras]
-azureservicebus = ["azure-servicebus (>=7.0.0)"]
-azurestoragequeues = ["azure-storage-queue"]
-consul = ["python-consul (>=0.6.0)"]
+azureservicebus = ["azure-servicebus (>=7.10.0)"]
+azurestoragequeues = ["azure-identity (>=1.12.0)", "azure-storage-queue (>=12.6.0)"]
+confluentkafka = ["confluent-kafka (==2.1.1)"]
+consul = ["python-consul2"]
 librabbitmq = ["librabbitmq (>=2.0.0)"]
-mongodb = ["pymongo (>=3.3.0,<3.12.1)"]
+mongodb = ["pymongo (>=4.1.1)"]
 msgpack = ["msgpack"]
 pyro = ["pyro4"]
 qpid = ["qpid-python (>=0.26)", "qpid-tools (>=0.26)"]
-redis = ["redis (>=3.4.1,!=4.0.0,!=4.0.1)"]
+redis = ["redis (>=4.5.2)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
-sqlalchemy = ["sqlalchemy"]
-sqs = ["boto3 (>=1.9.12)", "pycurl (>=7.44.1,<7.45.0)", "urllib3 (>=1.26.7)"]
+sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
+sqs = ["boto3 (>=1.26.143)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
 yaml = ["PyYAML (>=3.10)"]
-zookeeper = ["kazoo (>=1.3.1)"]
+zookeeper = ["kazoo (>=2.8.0)"]
 
 [[package]]
 name = "kubernetes"
@@ -6312,18 +6315,18 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
 [[package]]
 name = "scmrepo"
-version = "1.0.2"
+version = "1.0.4"
 description = "SCM wrapper and fsspec filesystem for Git for use in DVC"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "scmrepo-1.0.2-py3-none-any.whl", hash = "sha256:d5cf8b088556036d54cb9ba93712e3e890cf45ee169a2ae86b1a84b6d39ec74c"},
-    {file = "scmrepo-1.0.2.tar.gz", hash = "sha256:08babb115810ad646639c24b46b80944a2bc394635cabe2b2d85577c3e9b4550"},
+    {file = "scmrepo-1.0.4-py3-none-any.whl", hash = "sha256:048ffd98ab72afb6d3dfb177e5cefe14652ea28377b4258d9dac098cd4461036"},
+    {file = "scmrepo-1.0.4.tar.gz", hash = "sha256:d03278d6a86caa5c7f1e85918bc28ef69040a5e5fd04c97cc0eea611ea8be13c"},
 ]
 
 [package.dependencies]
 asyncssh = ">=2.13.1,<3"
-dulwich = ">=0.20.49"
+dulwich = ">=0.21.5"
 fsspec = ">=2021.7.0"
 funcy = ">=1.14"
 gitpython = ">3"
@@ -6333,8 +6336,8 @@ pygtrie = ">=2.3.2"
 shortuuid = ">=0.5.0"
 
 [package.extras]
-dev = ["mock (==5.0.1)", "mypy (==0.971)", "paramiko (==3.1.0)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.0.0.6)", "types-paramiko (==3.0.0.7)"]
-tests = ["mock (==5.0.1)", "mypy (==0.971)", "paramiko (==3.1.0)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.0.0.6)", "types-paramiko (==3.0.0.7)"]
+dev = ["mock (==5.0.1)", "mypy (==0.971)", "paramiko (==3.1.0)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.0.0.6)", "types-paramiko (==3.0.0.10)"]
+tests = ["mock (==5.0.1)", "mypy (==0.971)", "paramiko (==3.1.0)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.0.0.6)", "types-paramiko (==3.0.0.10)"]
 
 [[package]]
 name = "scvelo"
@@ -6918,13 +6921,13 @@ files = [
 
 [[package]]
 name = "sqltrie"
-version = "0.3.1"
+version = "0.7.0"
 description = "SQL-based prefix tree inspired by pygtrie and python-diskcache"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "sqltrie-0.3.1-py3-none-any.whl", hash = "sha256:8cbb616049ab50cf543c605d0c4c72bc2eadfa94e90823227f7e01acf2ca7b69"},
-    {file = "sqltrie-0.3.1.tar.gz", hash = "sha256:63d562dc90dc88f1de6bacb3c1c8796b127544f84fd670bcca64f96c92695e53"},
+    {file = "sqltrie-0.7.0-py3-none-any.whl", hash = "sha256:cbb1402965e94ff79aa5bd72afce39575e857714f4185d04a922df7437d8391a"},
+    {file = "sqltrie-0.7.0.tar.gz", hash = "sha256:26f2e77510bf90b74d1a22fd8b586840fb862a4690ba4a91ccc369a6e72a9bf1"},
 ]
 
 [package.dependencies]
@@ -7939,7 +7942,7 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
 cffi = ["cffi (>=1.11)"]
 
 [extras]
-dev = ["Pygments", "black", "coverage", "darglint", "dparse", "dvc-gs", "flake8", "flake8-bandit", "flake8-bugbear", "flake8-docstrings", "flake8-rst-docstrings", "hypothesis", "ipython", "isort", "jupyter-core", "mypy", "pep8-naming", "poethepoet", "pre-commit", "pre-commit-hooks", "pytest", "pytest-cov", "pytest-mock", "pyupgrade", "pyvis", "safety", "typeguard", "xdoctest"]
+dev = ["Pygments", "black", "coverage", "darglint", "dparse", "dvc", "dvc-gs", "flake8", "flake8-bandit", "flake8-bugbear", "flake8-docstrings", "flake8-rst-docstrings", "hypothesis", "ipython", "isort", "jupyter-core", "mypy", "pep8-naming", "poethepoet", "pre-commit", "pre-commit-hooks", "pytest", "pytest-cov", "pytest-mock", "pyupgrade", "pyvis", "safety", "typeguard", "xdoctest"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-autobuild", "sphinx-click"]
 pipeline = ["google-cloud-aiplatform", "google-cloud-pipeline-components", "kfp", "python-dotenv"]
 plotting = ["annoy", "matplotlib-venn", "statannotations"]
@@ -7947,4 +7950,4 @@ plotting = ["annoy", "matplotlib-venn", "statannotations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9, <3.11"
-content-hash = "cbe9729f83764f85f9fb53b442c559514b2dd7b1ac67479d5fd5315b71f3a9f1"
+content-hash = "4724e17261796207676766ede78cb7146164efd3be10f903d4ee60e24970af73"
diff --git a/pyproject.toml b/pyproject.toml
index 257301154..5d23c1476 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,6 +82,7 @@ dparse = { version = ">=0.5.2", optional = true }
 pytest-cov = { version = ">=4.0.0", optional = true }
 pytest-mock = { version = ">=3.10.0", optional = true }
 poethepoet = { version = ">=0.16.0", optional = true, source = "pypi" }
+dvc = { version = ">=3.0", optional = true }
 dvc-gs = { version = ">=2.22.1", optional = true }
 jupyter-core = { version = ">=5.1.3", optional = true, source = "pypi" }
 pyvis = { version = ">=0.3.2", optional = true }
@@ -115,6 +116,7 @@ dev = [
   "coverage",
   "darglint",
   "dparse",
+  "dvc",
   "dvc-gs",
   "flake8-bandit",
   "flake8-bugbear",