diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index 45812a8dc..454e6aeca 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -34,7 +34,7 @@ jobs:
           python-version: ${{ env.DEFAULT_PYTHON }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: ~/.cache/pip
           key: ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-changelog-${{ hashFiles('requirements/core.txt', 'requirements/docs.txt') }}
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index f95acb7c2..9feef7376 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -41,7 +41,7 @@ jobs:
           sudo apt-get install --no-install-recommends libkrb5-dev
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: ~/.cache/pip
           key: ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-codeql-${{ hashFiles('requirements*.txt') }}
diff --git a/.github/workflows/get-matrix.yml b/.github/workflows/get-matrix.yml
index e06e82666..6de2bd0c1 100644
--- a/.github/workflows/get-matrix.yml
+++ b/.github/workflows/get-matrix.yml
@@ -151,7 +151,7 @@ jobs:
 
       - name: Get Core matrix
         id: matrix-core
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/core/matrix.yml
 
@@ -181,7 +181,7 @@ jobs:
 
       - name: Get Clickhouse matrix
         id: matrix-clickhouse
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/clickhouse/matrix.yml
 
@@ -211,7 +211,7 @@ jobs:
 
       - name: Get Greenplum matrix
         id: matrix-greenplum
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/greenplum/matrix.yml
 
@@ -241,7 +241,7 @@ jobs:
 
       - name: Get Hive matrix
         id: matrix-hive
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/hive/matrix.yml
 
@@ -271,7 +271,7 @@ jobs:
 
       - name: Get Kafka matrix
         id: matrix-kafka
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/kafka/matrix.yml
 
@@ -301,7 +301,7 @@ jobs:
 
       - name: Get LocalFS matrix
         id: matrix-local-fs
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/local-fs/matrix.yml
 
@@ -331,7 +331,7 @@ jobs:
 
       - name: Get MongoDB matrix
         id: matrix-mongodb
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/mongodb/matrix.yml
 
@@ -361,7 +361,7 @@ jobs:
 
       - name: Get MSSQL matrix
         id: matrix-mssql
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/mssql/matrix.yml
 
@@ -391,7 +391,7 @@ jobs:
 
       - name: Get MySQL matrix
         id: matrix-mysql
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/mysql/matrix.yml
 
@@ -421,7 +421,7 @@ jobs:
 
       - name: Get Oracle matrix
         id: matrix-oracle
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/oracle/matrix.yml
 
@@ -451,7 +451,7 @@ jobs:
 
       - name: Get Postgres matrix
         id: matrix-postgres
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/postgres/matrix.yml
 
@@ -481,7 +481,7 @@ jobs:
 
       - name: Get FTP matrix
         id: matrix-ftp
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/ftp/matrix.yml
 
@@ -511,7 +511,7 @@ jobs:
 
       - name: Get FTPS matrix
         id: matrix-ftps
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/ftps/matrix.yml
 
@@ -541,7 +541,7 @@ jobs:
 
       - name: Get HDFS matrix
         id: matrix-hdfs
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/hdfs/matrix.yml
 
@@ -571,7 +571,7 @@ jobs:
 
       - name: Get S3 matrix
         id: matrix-s3
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/s3/matrix.yml
 
@@ -601,7 +601,7 @@ jobs:
 
       - name: Get SFTP matrix
         id: matrix-sftp
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/sftp/matrix.yml
 
@@ -631,7 +631,7 @@ jobs:
 
       - name: Get Samba matrix
         id: matrix-samba
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/samba/matrix.yml
 
@@ -661,6 +661,6 @@ jobs:
 
       - name: Get WebDAV matrix
         id: matrix-webdav
-        uses: mikefarah/yq@v4.49.2
+        uses: mikefarah/yq@v4.50.1
         with:
           cmd: yq -o=json '.matrix' .github/workflows/data/webdav/matrix.yml
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b14fc761d..ed408eda6 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -35,7 +35,7 @@ jobs:
           python-version: ${{ env.DEFAULT_PYTHON }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: ~/.cache/pip
           key: ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-release-${{ hashFiles('requirements/core.txt', 'requirements/docs.txt') }}
diff --git a/.github/workflows/test-clickhouse.yml b/.github/workflows/test-clickhouse.yml
index fd1680f21..ce10edc4a 100644
--- a/.github/workflows/test-clickhouse.yml
+++ b/.github/workflows/test-clickhouse.yml
@@ -57,7 +57,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -67,7 +67,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-clickhouse-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -97,7 +97,7 @@ jobs:
           dest: ./logs
 
       - name: Upload Clickhouse logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-clickhouse-${{ inputs.clickhouse-version }}-spark-${{ inputs.spark-version }}
@@ -109,7 +109,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-clickhouse-${{ inputs.clickhouse-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-core.yml b/.github/workflows/test-core.yml
index 81542d840..80fb70d4e 100644
--- a/.github/workflows/test-core.yml
+++ b/.github/workflows/test-core.yml
@@ -43,7 +43,7 @@ jobs:
           java-version: ${{ inputs.java-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -53,7 +53,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-clickhouse-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -75,7 +75,7 @@ jobs:
           ./run_tests.sh onetl/_util onetl/hooks onetl/file/filter onetl/file/limit onetl/hwm/store/hwm_class_registry.py
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-core-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-ftp.yml b/.github/workflows/test-ftp.yml
index 2f30aa83d..cf4faed7c 100644
--- a/.github/workflows/test-ftp.yml
+++ b/.github/workflows/test-ftp.yml
@@ -42,7 +42,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -72,7 +72,7 @@ jobs:
           dest: ./logs
 
       - name: Upload FTP logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-ftp-${{ inputs.ftp-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -86,7 +86,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-ftp-${{ inputs.ftp-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-ftps.yml b/.github/workflows/test-ftps.yml
index ff8d659d7..9c68fd6b3 100644
--- a/.github/workflows/test-ftps.yml
+++ b/.github/workflows/test-ftps.yml
@@ -40,7 +40,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -72,7 +72,7 @@ jobs:
           dest: ./logs
 
       - name: Upload FTPS logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-ftps-${{ inputs.ftps-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -84,7 +84,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-ftps-${{ inputs.ftps-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-greenplum.yml b/.github/workflows/test-greenplum.yml
index 445a429a2..9adb9e1f9 100644
--- a/.github/workflows/test-greenplum.yml
+++ b/.github/workflows/test-greenplum.yml
@@ -63,7 +63,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -73,7 +73,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-greenplum-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -125,7 +125,7 @@ jobs:
           dest: ./logs
 
       - name: Upload Greenplum logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-greenplum-${{ inputs.greenplum-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -137,7 +137,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-greenplum-${{ inputs.greenplum-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-hdfs.yml b/.github/workflows/test-hdfs.yml
index 509b683f6..2056820c6 100644
--- a/.github/workflows/test-hdfs.yml
+++ b/.github/workflows/test-hdfs.yml
@@ -58,7 +58,7 @@ jobs:
           sudo apt-get install --no-install-recommends libkrb5-dev gcc
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -93,7 +93,7 @@ jobs:
           dest: ./logs
 
       - name: Upload HDFS logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-hdfs-${{ inputs.hadoop-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -105,7 +105,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-hdfs-${{ inputs.hadoop-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-hive-and-iceberg.yml b/.github/workflows/test-hive-and-iceberg.yml
index f70df00e3..79b15a6c1 100644
--- a/.github/workflows/test-hive-and-iceberg.yml
+++ b/.github/workflows/test-hive-and-iceberg.yml
@@ -43,7 +43,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -53,7 +53,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-hive-and-iceberg-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -77,7 +77,7 @@ jobs:
           ./pytest_runner.sh -m "iceberg and not s3 and not hdfs"
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-hive-and-iceberg-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-kafka.yml b/.github/workflows/test-kafka.yml
index 5474ffeb7..e6bdfd171 100644
--- a/.github/workflows/test-kafka.yml
+++ b/.github/workflows/test-kafka.yml
@@ -54,7 +54,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -64,7 +64,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-kafka-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -94,7 +94,7 @@ jobs:
           dest: ./logs
 
       - name: Upload Kafka logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-kafka-${{ inputs.kafka-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -106,7 +106,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-kafka-${{ inputs.kafka-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-local-fs.yml b/.github/workflows/test-local-fs.yml
index 11c4d47bf..08baf3301 100644
--- a/.github/workflows/test-local-fs.yml
+++ b/.github/workflows/test-local-fs.yml
@@ -43,7 +43,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -53,7 +53,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-local-fs-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -76,7 +76,7 @@ jobs:
           ./pytest_runner.sh -m local_fs
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-local-fs-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-mongodb.yml b/.github/workflows/test-mongodb.yml
index 6760df3fd..a99439e76 100644
--- a/.github/workflows/test-mongodb.yml
+++ b/.github/workflows/test-mongodb.yml
@@ -54,7 +54,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -64,7 +64,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-mongodb-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -94,7 +94,7 @@ jobs:
           dest: ./logs
 
       - name: Upload MongoDB logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-mongodb-${{ inputs.mongodb-version }}
@@ -106,7 +106,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-mongodb-${{ inputs.mongodb-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-mssql.yml b/.github/workflows/test-mssql.yml
index 701c65ec4..ece3b016a 100644
--- a/.github/workflows/test-mssql.yml
+++ b/.github/workflows/test-mssql.yml
@@ -61,7 +61,7 @@ jobs:
           sudo apt-get install --no-install-recommends freetds-dev libkrb5-dev gcc
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -71,7 +71,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-mssql-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -101,7 +101,7 @@ jobs:
           dest: ./logs
 
       - name: Upload MSSQL logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-mssql-${{ inputs.mssql-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -113,7 +113,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-mssql-${{ inputs.mssql-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-mysql.yml b/.github/workflows/test-mysql.yml
index 463f016eb..f9fcc7527 100644
--- a/.github/workflows/test-mysql.yml
+++ b/.github/workflows/test-mysql.yml
@@ -54,7 +54,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -64,7 +64,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-mysql-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -94,7 +94,7 @@ jobs:
           dest: ./logs
 
       - name: Upload MySQL logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-mysql-${{ inputs.mysql-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -106,7 +106,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-mysql-${{ inputs.mysql-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-oracle.yml b/.github/workflows/test-oracle.yml
index a821d60f4..4c763e265 100644
--- a/.github/workflows/test-oracle.yml
+++ b/.github/workflows/test-oracle.yml
@@ -61,7 +61,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -71,7 +71,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-oracle-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -118,7 +118,7 @@ jobs:
           dest: ./logs
 
       - name: Upload Oracle logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-oracle-${{ inputs.oracle-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -130,7 +130,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-oracle-${{ inputs.oracle-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-postgres.yml b/.github/workflows/test-postgres.yml
index 9bb276ab7..f46ebedbe 100644
--- a/.github/workflows/test-postgres.yml
+++ b/.github/workflows/test-postgres.yml
@@ -54,7 +54,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -64,7 +64,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-postgres-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -102,7 +102,7 @@ jobs:
           dest: ./logs
 
       - name: Upload Postgres logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-postgres-${{ inputs.postgres-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -114,7 +114,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-postgres-${{ inputs.postgres-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-s3.yml b/.github/workflows/test-s3.yml
index 981e5d3e6..a1d460bc8 100644
--- a/.github/workflows/test-s3.yml
+++ b/.github/workflows/test-s3.yml
@@ -54,7 +54,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache Ivy
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.ivy2
@@ -64,7 +64,7 @@ jobs:
             ${{ runner.os }}-ivy-${{ inputs.spark-version }}-${{ inputs.pydantic-version }}-tests-s3-
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -94,7 +94,7 @@ jobs:
           dest: ./logs
 
       - name: Upload S3 logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-s3-${{ inputs.minio-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -106,7 +106,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-s3-${{ inputs.minio-version }}-spark-${{ inputs.spark-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-samba.yml b/.github/workflows/test-samba.yml
index 7f521a9f5..eec0a092c 100644
--- a/.github/workflows/test-samba.yml
+++ b/.github/workflows/test-samba.yml
@@ -42,7 +42,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -72,7 +72,7 @@ jobs:
           dest: ./logs
 
       - name: Upload Samba logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-samba-${{ inputs.server-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -84,7 +84,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-samba-${{ inputs.server-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-sftp.yml b/.github/workflows/test-sftp.yml
index 4aa10109f..546290815 100644
--- a/.github/workflows/test-sftp.yml
+++ b/.github/workflows/test-sftp.yml
@@ -42,7 +42,7 @@ jobs:
           python-version: ${{ inputs.python-version }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -72,7 +72,7 @@ jobs:
           dest: ./logs
 
       - name: Upload SFTP logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-sftp-${{ inputs.openssh-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -84,7 +84,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-sftp-${{ inputs.openssh-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/test-webdav.yml b/.github/workflows/test-webdav.yml
index 5e66d1d1a..575ed77da 100644
--- a/.github/workflows/test-webdav.yml
+++ b/.github/workflows/test-webdav.yml
@@ -48,7 +48,7 @@ jobs:
           sudo apt-get install --no-install-recommends libxml2-dev libxslt-dev
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         if: inputs.with-cache
         with:
           path: ~/.cache/pip
@@ -78,7 +78,7 @@ jobs:
           dest: ./logs
 
       - name: Upload WebDAV logs
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: failure()
         with:
           name: container-logs-webdav-${{ inputs.webdav-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
@@ -90,7 +90,7 @@ jobs:
           docker compose --profile all down -v --remove-orphans
 
       - name: Upload coverage results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-webdav-${{ inputs.webdav-version }}-python-${{ inputs.python-version }}-os-${{ inputs.os }}
           path: reports/*
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index e3149aefb..b51b59cdc 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -362,7 +362,7 @@ jobs:
           python-version: ${{ env.DEFAULT_PYTHON }}
 
       - name: Cache pip
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: ~/.cache/pip
           key: ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-coverage
@@ -374,7 +374,7 @@ jobs:
         run: pip install -I coverage pytest
 
       - name: Download all coverage reports
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           path: reports/
           pattern: coverage-*