diff --git a/.github/workflows/automation-changelog-release.yml b/.github/workflows/automation-changelog-release.yml
index b0e7dc6b09..5b151d9654 100644
--- a/.github/workflows/automation-changelog-release.yml
+++ b/.github/workflows/automation-changelog-release.yml
@@ -2,8 +2,11 @@ on:
   push:
     tags: [ '*' ]
 
+permissions:
+  contents: read
+
 jobs:
   automation:
-    uses: aeon-php/actions/.github/workflows/automation-changelog-release.yml@main
+    uses: aeon-php/actions/.github/workflows/automation-changelog-release.yml@ed056e3e36c7011d5c0f633471e7d888737e628a # main
     secrets:
       automation_github_token: "${{ secrets.ACCESS_TOKEN }}"
diff --git a/.github/workflows/automation-changelog-update.yml b/.github/workflows/automation-changelog-update.yml
index a996765701..bb1ef44f6c 100644
--- a/.github/workflows/automation-changelog-update.yml
+++ b/.github/workflows/automation-changelog-update.yml
@@ -3,8 +3,11 @@ on:
   push:
     branches: [ 1.x ]
 
+permissions:
+  contents: read
+
 jobs:
   automation:
-    uses: aeon-php/actions/.github/workflows/automation-changelog-update.yml@main
+    uses: aeon-php/actions/.github/workflows/automation-changelog-update.yml@ed056e3e36c7011d5c0f633471e7d888737e628a # main
     secrets:
       automation_github_token: "${{ secrets.ACCESS_TOKEN }}"
diff --git a/.github/workflows/automation-release-description-update.yml b/.github/workflows/automation-release-description-update.yml
index 175c85adbf..c9f96f653e 100644
--- a/.github/workflows/automation-release-description-update.yml
+++ b/.github/workflows/automation-release-description-update.yml
@@ -2,8 +2,11 @@ on:
   release:
     types: [ created ]
 
+permissions:
+  contents: read
+
 jobs:
   automation:
-    uses: aeon-php/actions/.github/workflows/automation-release-description-update.yml@main
+    uses: aeon-php/actions/.github/workflows/automation-release-description-update.yml@ed056e3e36c7011d5c0f633471e7d888737e628a # main
     secrets:
       automation_github_token: "${{ secrets.ACCESS_TOKEN }}"
diff --git a/.github/workflows/baseline.yml b/.github/workflows/baseline.yml
index 20d7ff0660..29ac7b5476 100644
--- a/.github/workflows/baseline.yml
+++ b/.github/workflows/baseline.yml
@@ -15,9 +15,15 @@ on:
   schedule:
     - cron: '0 3 * * *'
 
+permissions:
+  contents: read
+
 jobs:
   build-archives:
     runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
 
     strategy:
       fail-fast: false
@@ -29,9 +35,10 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
         with:
           fetch-depth: 0
+          persist-credentials: false
 
       - name: "Setup PHP Environment"
         uses: "./.github/actions/setup-php-env"
@@ -52,20 +59,20 @@ jobs:
           ./build/flow.phar --version
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v4
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v4
+        uses: docker/setup-qemu-action@ce360397dd3f832beb865e1373c09c0e9f86d70a # v4
 
       - name: Login to GitHub Container Registry
-        uses: docker/login-action@v4
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
         with:
           registry: ghcr.io
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Build Docker Image
-        uses: docker/build-push-action@v7
+        uses: docker/build-push-action@f9f3042f7e2789586610d6e8b85c8f03e5195baf # v7
         with:
           context: .
           file: ./Dockerfile
@@ -82,9 +89,9 @@ jobs:
         shell: bash
         run: |
           BUILD_TAG=${GITHUB_SHA:0:7}
-          echo "BUILD_TAG=$BUILD_TAG" >> $GITHUB_ENV
+          echo "BUILD_TAG=$BUILD_TAG" >> "$GITHUB_ENV"
 
-      - uses: actions/upload-artifact@v7
+      - uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
         with:
           name: flow-${{ env.BUILD_TAG }}.phar
           path: build/flow.phar
@@ -100,13 +107,14 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
         with:
           fetch-depth: 0
+          persist-credentials: false
 
       - name: "Get Flow Version"
         id: flow_version
-        uses: "WyriHaximus/github-action-get-previous-tag@v1"
+        uses: WyriHaximus/github-action-get-previous-tag@04e8485ecb6487243907e330d522ff60f02283ce # v1
         with:
           fallback: 1.x-dev
 
@@ -146,7 +154,7 @@ jobs:
         run: "just docs-api"
 
       - name: "Setup Node.js"
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4
         with:
           node-version: '20'
 
@@ -154,7 +162,7 @@ jobs:
         run: "npx --yes pagefind@1.5.2 --site web/landing/build --output-subdir pagefind"
 
       - name: Pushes build to website repository
-        uses: cpina/github-action-push-to-another-repository@main
+        uses: cpina/github-action-push-to-another-repository@55306faa4ed53b815ae49e564af8cfb359d32ae2 # main
         env:
           API_TOKEN_GITHUB: ${{ secrets.ACCESS_TOKEN }}
         with:
diff --git a/.github/workflows/dependabot-auto-merge.yml b/.github/workflows/dependabot-auto-merge.yml
index 1b04852ce6..726f67e7c4 100644
--- a/.github/workflows/dependabot-auto-merge.yml
+++ b/.github/workflows/dependabot-auto-merge.yml
@@ -7,11 +7,11 @@ permissions:
 jobs:
   dependabot:
     runs-on: ubuntu-latest
-    if: ${{ github.actor == 'dependabot[bot]' }}
+    if: ${{ github.event.pull_request.user.login == 'dependabot[bot]' }}
     steps:
       - name: Dependabot metadata
         id: metadata
-        uses: dependabot/fetch-metadata@v3
+        uses: dependabot/fetch-metadata@25dd0e34f4fe68f24cc83900b1fe3fe149efef98 # v3
         with:
           github-token: "${{ secrets.GITHUB_TOKEN }}"
       - name: Enable auto-merge for Dependabot PRs
@@ -19,4 +19,4 @@ jobs:
         run: gh pr merge --auto --merge "$PR_URL"
         env:
           PR_URL: ${{github.event.pull_request.html_url}}
-          GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
\ No newline at end of file
+          GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index f438b65a23..efbb723499 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -16,12 +16,17 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
 
+permissions:
+  contents: read
+
 jobs:
   documentation-linter:
     runs-on: "ubuntu-latest"
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: "Setup PHP Environment"
         uses: "./.github/actions/setup-php-env"
diff --git a/.github/workflows/job-arrow-extension.yml b/.github/workflows/job-arrow-extension.yml
index d707a30fd0..201436df8a 100644
--- a/.github/workflows/job-arrow-extension.yml
+++ b/.github/workflows/job-arrow-extension.yml
@@ -17,7 +17,9 @@ jobs:
         php: ['8.3', '8.4', '8.5']
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: Setup PHP Environment
         uses: ./.github/actions/setup-php-env
@@ -30,10 +32,12 @@ jobs:
           install-dependencies: 'false'
 
       - name: Install Rust toolchain
-        uses: dtolnay/rust-toolchain@stable
+        uses: dtolnay/rust-toolchain@29eef336d9b2848a0b548edc03f92a220660cdb8 # stable
+        with:
+          toolchain: stable
 
       - name: Cache cargo registry and build
-        uses: actions/cache@v5
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5
         with:
           path: |
             ~/.cargo/registry
@@ -53,7 +57,7 @@ jobs:
         if: runner.os == 'macOS'
         run: |
           brew install llvm
-          echo "LIBCLANG_PATH=$(brew --prefix llvm)/lib" >> $GITHUB_ENV
+          echo "LIBCLANG_PATH=$(brew --prefix llvm)/lib" >> "$GITHUB_ENV"
 
       - name: Set LIBCLANG_PATH (Ubuntu)
         if: runner.os == 'Linux'
@@ -68,7 +72,7 @@ jobs:
             echo "Could not locate libclang.so under /usr/lib" >&2
             exit 1
           fi
-          echo "LIBCLANG_PATH=$(dirname "$LIBCLANG_SO")" >> $GITHUB_ENV
+          echo "LIBCLANG_PATH=$(dirname "$LIBCLANG_SO")" >> "$GITHUB_ENV"
           echo "Detected libclang at: $LIBCLANG_SO"
 
       - name: Build extension
@@ -95,7 +99,7 @@ jobs:
 
       - name: Upload to Codecov
         if: ${{ !cancelled() && matrix.php == '8.3' && matrix.os == 'ubuntu-latest' }}
-        uses: codecov/codecov-action@v6
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           directory: ./var/phpunit/coverage/clover
@@ -112,7 +116,9 @@ jobs:
         os: ['ubuntu-latest', 'macos-latest']
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: Setup PHP Environment
         uses: ./.github/actions/setup-php-env
@@ -123,7 +129,9 @@ jobs:
           tools: 'composer:v2, phpize, php-config'
 
       - name: Install Rust toolchain
-        uses: dtolnay/rust-toolchain@stable
+        uses: dtolnay/rust-toolchain@29eef336d9b2848a0b548edc03f92a220660cdb8 # stable
+        with:
+          toolchain: stable
 
       - name: Install build dependencies (Ubuntu)
         if: runner.os == 'Linux'
@@ -135,7 +143,7 @@ jobs:
         if: runner.os == 'macOS'
         run: |
           brew install autoconf automake libtool llvm
-          echo "LIBCLANG_PATH=$(brew --prefix llvm)/lib" >> $GITHUB_ENV
+          echo "LIBCLANG_PATH=$(brew --prefix llvm)/lib" >> "$GITHUB_ENV"
 
       - name: Set LIBCLANG_PATH (Ubuntu)
         if: runner.os == 'Linux'
@@ -150,7 +158,7 @@ jobs:
             echo "Could not locate libclang.so under /usr/lib" >&2
             exit 1
           fi
-          echo "LIBCLANG_PATH=$(dirname "$LIBCLANG_SO")" >> $GITHUB_ENV
+          echo "LIBCLANG_PATH=$(dirname "$LIBCLANG_SO")" >> "$GITHUB_ENV"
           echo "Detected libclang at: $LIBCLANG_SO"
 
       - name: Install PIE
diff --git a/.github/workflows/job-extension-tests.yml b/.github/workflows/job-extension-tests.yml
index 42f506e642..5b7bf99632 100644
--- a/.github/workflows/job-extension-tests.yml
+++ b/.github/workflows/job-extension-tests.yml
@@ -21,7 +21,9 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: "Install dependencies"
         run: |
@@ -51,8 +53,8 @@ jobs:
 
       - name: Upload to Codecov
         if: ${{ !cancelled() && matrix.php-version == '8.3' }}
-        uses: codecov/codecov-action@v6
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           directory: ./var/phpunit/coverage/clover
-          flags: extension-tests
\ No newline at end of file
+          flags: extension-tests
diff --git a/.github/workflows/job-mutation-tests.yml b/.github/workflows/job-mutation-tests.yml
index 4bc2cd268c..9bdfdd3bec 100644
--- a/.github/workflows/job-mutation-tests.yml
+++ b/.github/workflows/job-mutation-tests.yml
@@ -16,9 +16,10 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
         with:
           fetch-depth: 0  # Need full history for git-diff-filter
+          persist-credentials: false
 
       - name: "Setup PHP Environment"
         uses: "./.github/actions/setup-php-env"
@@ -32,7 +33,7 @@ jobs:
         run: "mkdir -p var/infection/cache"
 
       - name: "Cache infection results"
-        uses: "actions/cache@v5"
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5
         with:
           path: "var/infection/cache"
           key: "php-${{ matrix.php-version }}-infection-cache-${{ hashFiles('infection.json', 'tools/infection/phpunit.xml', 'composer.lock') }}"
@@ -40,9 +41,12 @@ jobs:
             php-${{ matrix.php-version }}-infection-cache-
 
       - name: "Mutation Tests"
+        env:
+          EVENT_NAME: ${{ github.event_name }}
+          BASE_REF: ${{ github.base_ref }}
         run: |
-          if [ "${{ github.event_name }}" = "pull_request" ]; then
-            just test-mutation --git-diff-filter=AM --git-diff-base=origin/${{ github.base_ref }} --logger-github=false --log-verbosity=none
+          if [ "$EVENT_NAME" = "pull_request" ]; then
+            just test-mutation --git-diff-filter=AM --git-diff-base="origin/$BASE_REF" --logger-github=false --log-verbosity=none
           else
             just test-mutation --logger-github=false --log-verbosity=none
-          fi
\ No newline at end of file
+          fi
diff --git a/.github/workflows/job-pg-query-extension.yml b/.github/workflows/job-pg-query-extension.yml
index f8261818a2..ef50a13f55 100644
--- a/.github/workflows/job-pg-query-extension.yml
+++ b/.github/workflows/job-pg-query-extension.yml
@@ -2,9 +2,6 @@ name: PG Query Extension
 
 on:
   workflow_call:
-    secrets:
-      CODECOV_TOKEN:
-        required: false
 
 jobs:
   build:
@@ -17,7 +14,9 @@ jobs:
         php: ['8.3', '8.4', '8.5']
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: Setup PHP Environment
         uses: ./.github/actions/setup-php-env
@@ -66,7 +65,9 @@ jobs:
         os: ['ubuntu-latest', 'macos-latest']
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: Setup PHP Environment
         uses: ./.github/actions/setup-php-env
diff --git a/.github/workflows/job-static-analyze.yml b/.github/workflows/job-static-analyze.yml
index 6254f58735..85d305f420 100644
--- a/.github/workflows/job-static-analyze.yml
+++ b/.github/workflows/job-static-analyze.yml
@@ -17,7 +17,9 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: "Setup PHP Environment"
         uses: "./.github/actions/setup-php-env"
@@ -31,7 +33,7 @@ jobs:
           mkdir -p var/phpstan/cache
 
       - name: "Cache phpstan results"
-        uses: "actions/cache@v5"
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5
         with:
           path: "var/phpstan/cache"
           key: "php-${{ matrix.php-version }}-cache-phpstan-${{ github.run_id }}"
@@ -41,8 +43,17 @@ jobs:
       - name: "Static Analyze (Mago)"
         run: "just analyze-mago"
 
+      - name: "Install actionlint + zizmor"
+        env:
+          ACTIONLINT_VERSION: "1.7.12"
+          ZIZMOR_VERSION: "1.24.1"
+        run: |
+          curl -fsSL "https://github.com/rhysd/actionlint/releases/download/v${ACTIONLINT_VERSION}/actionlint_${ACTIONLINT_VERSION}_linux_amd64.tar.gz" \
+            | sudo tar -xz -C /usr/local/bin actionlint
+          pipx install "zizmor==${ZIZMOR_VERSION}"
+
       - name: "Lint"
         run: "just lint"
 
       - name: "Static Analyze"
-        run: "just analyze --error-format=github"
\ No newline at end of file
+        run: "just analyze --error-format=github"
diff --git a/.github/workflows/job-tests.yml b/.github/workflows/job-tests.yml
index 40aa42072f..e7d158d05e 100644
--- a/.github/workflows/job-tests.yml
+++ b/.github/workflows/job-tests.yml
@@ -5,6 +5,9 @@ on:
         type: string
         required: false
         default: '["locked"]'
+    secrets:
+      CODECOV_TOKEN:
+        required: false
 
 jobs:
   tests:
@@ -53,7 +56,9 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       - name: "Start OpenTelemetry Collector"
         run: |
@@ -95,7 +100,7 @@ jobs:
           pie-extensions: "flow-php/pg-query-ext:1.x-dev"
 
       - name: Set up Node.js
-        uses: actions/setup-node@v5
+        uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5
         with:
           node-version: '20'
 
@@ -122,8 +127,8 @@ jobs:
         timeout-minutes: 10
         run: "just test --coverage-clover=./var/phpunit/coverage/clover/coverage.xml --log-junit ./var/phpunit/logs/junit.xml"
         env:
-          PGSQL_DATABASE_URL: pgsql://postgres:postgres@127.0.0.1:${{ job.services.postgres.ports[5432] }}/postgres?serverVersion=11&charset=utf8
-          MYSQL_DATABASE_URL: mysql://mysql:mysql@127.0.0.1:${{ job.services.mysql.ports[3306] }}/mysql
+          PGSQL_DATABASE_URL: pgsql://postgres:postgres@127.0.0.1:${{ job.services.postgres.ports['5432'] }}/postgres?serverVersion=11&charset=utf8
+          MYSQL_DATABASE_URL: mysql://mysql:mysql@127.0.0.1:${{ job.services.mysql.ports['3306'] }}/mysql
           SQLITE_DATABASE_URL: "sqlite:///:memory:"
           AZURITE_HOST: "localhost"
           AZURITE_BLOB_PORT: "10000"
diff --git a/.github/workflows/monorepo-split.yml b/.github/workflows/monorepo-split.yml
index ba1c16c636..4cdcfee7bc 100644
--- a/.github/workflows/monorepo-split.yml
+++ b/.github/workflows/monorepo-split.yml
@@ -10,6 +10,9 @@ on:
 env:
   GITHUB_TOKEN: ${{ secrets.ACCESS_TOKEN }}
 
+permissions:
+  contents: read
+
 jobs:
   packages_split:
     runs-on: ubuntu-latest
@@ -125,12 +128,14 @@ jobs:
             split_repository: 'arrow-ext'
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
+        with:
+          persist-credentials: false
 
       # no tag
       -
         if: "!startsWith(github.ref, 'refs/tags/')"
-        uses: "danharrin/monorepo-split-github-action@v2.3.0"
+        uses: danharrin/monorepo-split-github-action@ac9845270ef47266435b4f124b133a323619e738 # v2.3.0
         with:
           package_directory: '${{ matrix.package.local_path }}'
 
@@ -144,7 +149,7 @@ jobs:
       # with tag
       -
         if: "startsWith(github.ref, 'refs/tags/')"
-        uses: "danharrin/monorepo-split-github-action@v2.3.0"
+        uses: danharrin/monorepo-split-github-action@ac9845270ef47266435b4f124b133a323619e738 # v2.3.0
         with:
           tag: ${GITHUB_REF#refs/tags/}
 
diff --git a/.github/workflows/pr-check.yml b/.github/workflows/pr-check.yml
index 981858ef6f..d9adb415de 100644
--- a/.github/workflows/pr-check.yml
+++ b/.github/workflows/pr-check.yml
@@ -1,18 +1,24 @@
 on:
+  # zizmor: ignore[dangerous-triggers]
   pull_request_target:
     types: ["opened", "edited", "reopened", "ready_for_review", "synchronize"]
 
+permissions:
+  contents: read
+
 jobs:
   pull-request-description:
-    uses: "aeon-php/actions/.github/workflows/automation-pr-description-validate.yml@main"
+    uses: "aeon-php/actions/.github/workflows/automation-pr-description-validate.yml@ed056e3e36c7011d5c0f633471e7d888737e628a" # main
     secrets:
       automation_github_token: "${{ secrets.GITHUB_TOKEN }}"
 
   pull-request-size:
     runs-on: ubuntu-latest
     continue-on-error: true
+    permissions:
+      pull-requests: write
     steps:
-      - uses: codelytv/pr-size-labeler@v1
+      - uses: codelytv/pr-size-labeler@095a41fca88b8764fd9e008ad269bcdb82bb38b9 # v1
         with:
           GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
           xs_label: 'size: XS'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5045e1888f..aab4752075 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -3,10 +3,16 @@ on:
     types:
       - published
 
+permissions:
+  contents: read
+
 jobs:
   build-archives:
     name: "Release"
     runs-on: ${{ matrix.operating-system }}
+    permissions:
+      contents: write
+      packages: write
     strategy:
       matrix:
         php-version:
@@ -16,9 +22,10 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
         with:
           fetch-depth: 0
+          persist-credentials: false
 
       - name: "Setup PHP Environment"
         uses: "./.github/actions/setup-php-env"
@@ -57,20 +64,20 @@ jobs:
           ./build/flow.phar
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v4
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v4
+        uses: docker/setup-qemu-action@ce360397dd3f832beb865e1373c09c0e9f86d70a # v4
 
       - name: Login to GitHub Container Registry
-        uses: docker/login-action@v4
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
         with:
           registry: ghcr.io
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Build Docker Image
-        uses: docker/build-push-action@v7
+        uses: docker/build-push-action@f9f3042f7e2789586610d6e8b85c8f03e5195baf # v7
         with:
           context: .
           file: ./Dockerfile
@@ -83,10 +90,12 @@ jobs:
           cache-to: type=gha,mode=max
 
       - name: "Upload binaries to release"
-        uses: softprops/action-gh-release@v3
-        if: ${{startsWith(github.ref, 'refs/tags/') }}
-        with:
-          files: |
-            build/flow.phar
-            build/flow.phar.asc
+        if: ${{ startsWith(github.ref, 'refs/tags/') }}
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          gh release upload "$GITHUB_REF_NAME" \
+            build/flow.phar \
+            build/flow.phar.asc \
+            --clobber
 
diff --git a/.github/workflows/test-suite.yml b/.github/workflows/test-suite.yml
index 686b25dc2b..d941ee49ca 100644
--- a/.github/workflows/test-suite.yml
+++ b/.github/workflows/test-suite.yml
@@ -28,6 +28,9 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
 
+permissions:
+  contents: read
+
 jobs:
   static-analyze:
     uses: ./.github/workflows/job-static-analyze.yml
@@ -36,19 +39,21 @@ jobs:
     uses: ./.github/workflows/job-tests.yml
     with:
       dependencies: ${{ (github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && '["locked","lowest","highest"]' || '["locked"]' }}
-    secrets: inherit
+    secrets:
+      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
   extension-tests:
     uses: ./.github/workflows/job-extension-tests.yml
-    secrets: inherit
+    secrets:
+      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
   pg-query-extension:
     uses: ./.github/workflows/job-pg-query-extension.yml
-    secrets: inherit
 
   arrow-extension:
     uses: ./.github/workflows/job-arrow-extension.yml
-    secrets: inherit
+    secrets:
+      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
   mutation-tests:
     uses: ./.github/workflows/job-mutation-tests.yml
diff --git a/.github/workflows/test-website.yml b/.github/workflows/test-website.yml
index 77f06da7de..fc356ef511 100644
--- a/.github/workflows/test-website.yml
+++ b/.github/workflows/test-website.yml
@@ -11,6 +11,9 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
 
+permissions:
+  contents: read
+
 jobs:
   website-tests:
     runs-on: ${{ matrix.operating-system }}
@@ -24,13 +27,14 @@ jobs:
 
     steps:
       - name: "Checkout"
-        uses: "actions/checkout@v5"
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
         with:
           fetch-depth: 0
+          persist-credentials: false
 
       - name: "Get Flow Version"
         id: flow_version
-        uses: "WyriHaximus/github-action-get-previous-tag@v1"
+        uses: WyriHaximus/github-action-get-previous-tag@04e8485ecb6487243907e330d522ff60f02283ce # v1
         with:
           fallback: 1.x-dev
 
@@ -45,14 +49,15 @@ jobs:
           composer-file: "web/landing/composer.lock"
 
       - name: "Setup Node.js"
-        uses: "actions/setup-node@v4"
+        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4
         with:
           node-version: "22"
 
       - name: "Setup Chrome"
-        uses: "browser-actions/setup-chrome@v2"
+        id: chrome
+        uses: browser-actions/setup-chrome@2e1d749697dd1612b833dba4a722266286fbefcd # v2
         with:
-          chrome-version: "146"
+          chrome-version: "stable"
           install-chromedriver: true
 
       - name: "Create Wrangler dev.vars"
@@ -79,12 +84,14 @@ jobs:
         env:
           PLAYGROUND_API_URL: "http://localhost:8787/api/playground/snippets"
           PLAYGROUND_SNIPPETS_URL: "http://localhost:8787"
+          PANTHER_CHROME_BINARY: ${{ steps.chrome.outputs.chrome-path }}
+          PANTHER_CHROME_DRIVER_BINARY: ${{ steps.chrome.outputs.chromedriver-path }}
 
       - name: "Stop Wrangler"
         if: always()
         run: |
           if [ -f wrangler.pid ]; then
-            kill $(cat wrangler.pid) || true
+            kill "$(cat wrangler.pid)" || true
           fi
           if [ -f wrangler.log ]; then
             echo "=== Wrangler Logs ==="
diff --git a/Justfile b/Justfile
index 81f230e3e6..c9690ae69b 100644
--- a/Justfile
+++ b/Justfile
@@ -29,8 +29,8 @@ test-mutation *args:
 test-website:
     composer test --working-dir=./web/landing
 
-# Run all linters: Mago format-check + Mago lint + monorepo validation.
-lint: lint-mago lint-monorepo
+# Run all linters: Mago format-check + Mago lint + monorepo validation + GitHub Actions audit.
+lint: lint-mago lint-monorepo lint-actions
 
 # Run Mago format check and lint.
 lint-mago:
@@ -45,6 +45,15 @@ lint-monorepo:
 lint-links:
     docker run -t --rm -v $PWD:/app norberttech/md-link-linter --exclude=vendor --exclude=.scratchpad --exclude=documentation .
 
+# Audit GitHub Actions workflows (actionlint static checks + zizmor security audit).
+lint-actions:
+    #!/usr/bin/env bash
+    set -uo pipefail
+    rc=0
+    actionlint || rc=$?
+    zizmor .github/workflows || rc=$?
+    exit $rc
+
 # Run static analysis (PHPStan).
 analyze *args:
     tools/phpstan/vendor/bin/phpstan analyze -c phpstan.neon --memory-limit=-1 {{args}}
@@ -60,12 +69,14 @@ analyze-mago *args:
         src/lib/azure-sdk \
         src/lib/doctrine-dbal-bulk \
         src/lib/snappy \
-        src/lib/parquet
+        src/lib/parquet \
+        src/core/etl
 
-# Auto-fix code style with Mago (format + lint --fix).
+# Auto-fix code style (Mago format + lint --fix) and GitHub Actions findings (zizmor --fix).
 fix:
     tools/mago/vendor/bin/mago format
     tools/mago/vendor/bin/mago lint --fix --potentially-unsafe --format-after-fix
+    zizmor --fix .github/workflows
 
 # Build the Flow PHAR archive and copy it into the landing site assets.
 phar:
diff --git a/composer.lock b/composer.lock
index 8c6acb68fb..e967febc4c 100644
--- a/composer.lock
+++ b/composer.lock
@@ -752,16 +752,16 @@
         },
         {
             "name": "google/apiclient-services",
-            "version": "v0.441.0",
+            "version": "v0.441.1",
             "source": {
                 "type": "git",
                 "url": "https://github.com/googleapis/google-api-php-client-services.git",
-                "reference": "9e3c10389ed39915261e5bc98a687c2b1307040d"
+                "reference": "b389588a2f9f375ec448d6cd8d0903d83c571ae0"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/googleapis/google-api-php-client-services/zipball/9e3c10389ed39915261e5bc98a687c2b1307040d",
-                "reference": "9e3c10389ed39915261e5bc98a687c2b1307040d",
+                "url": "https://api.github.com/repos/googleapis/google-api-php-client-services/zipball/b389588a2f9f375ec448d6cd8d0903d83c571ae0",
+                "reference": "b389588a2f9f375ec448d6cd8d0903d83c571ae0",
                 "shasum": ""
             },
             "require": {
@@ -790,9 +790,9 @@
             ],
             "support": {
                 "issues": "https://github.com/googleapis/google-api-php-client-services/issues",
-                "source": "https://github.com/googleapis/google-api-php-client-services/tree/v0.441.0"
+                "source": "https://github.com/googleapis/google-api-php-client-services/tree/v0.441.1"
             },
-            "time": "2026-05-11T01:42:35+00:00"
+            "time": "2026-05-17T01:38:24+00:00"
         },
         {
             "name": "google/auth",
@@ -1111,16 +1111,16 @@
         },
         {
             "name": "guzzlehttp/psr7",
-            "version": "2.9.0",
+            "version": "2.9.1",
             "source": {
                 "type": "git",
                 "url": "https://github.com/guzzle/psr7.git",
-                "reference": "7d0ed42f28e42d61352a7a79de682e5e67fec884"
+                "reference": "3780f78d6f2854cb327944a22c7b0617852ab7e9"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/guzzle/psr7/zipball/7d0ed42f28e42d61352a7a79de682e5e67fec884",
-                "reference": "7d0ed42f28e42d61352a7a79de682e5e67fec884",
+                "url": "https://api.github.com/repos/guzzle/psr7/zipball/3780f78d6f2854cb327944a22c7b0617852ab7e9",
+                "reference": "3780f78d6f2854cb327944a22c7b0617852ab7e9",
                 "shasum": ""
             },
             "require": {
@@ -1135,9 +1135,9 @@
             },
             "require-dev": {
                 "bamarni/composer-bin-plugin": "^1.8.2",
-                "http-interop/http-factory-tests": "0.9.0",
+                "http-interop/http-factory-tests": "1.1.0",
                 "jshttp/mime-db": "1.54.0.1",
-                "phpunit/phpunit": "^8.5.44 || ^9.6.25"
+                "phpunit/phpunit": "^8.5.52 || ^9.6.34"
             },
             "suggest": {
                 "laminas/laminas-httphandlerrunner": "Emit PSR-7 responses"
@@ -1208,7 +1208,7 @@
             ],
             "support": {
                 "issues": "https://github.com/guzzle/psr7/issues",
-                "source": "https://github.com/guzzle/psr7/tree/2.9.0"
+                "source": "https://github.com/guzzle/psr7/tree/2.9.1"
             },
             "funding": [
                 {
@@ -1224,7 +1224,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-03-10T16:41:02+00:00"
+            "time": "2026-05-19T15:17:22+00:00"
         },
         {
             "name": "halaxa/json-machine",
@@ -6512,16 +6512,16 @@
         },
         {
             "name": "twig/twig",
-            "version": "v3.24.0",
+            "version": "v3.25.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/twigphp/Twig.git",
-                "reference": "a6769aefb305efef849dc25c9fd1653358c148f0"
+                "reference": "0dade995be754556af4dcbf8721d45cb3271f9b4"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/twigphp/Twig/zipball/a6769aefb305efef849dc25c9fd1653358c148f0",
-                "reference": "a6769aefb305efef849dc25c9fd1653358c148f0",
+                "url": "https://api.github.com/repos/twigphp/Twig/zipball/0dade995be754556af4dcbf8721d45cb3271f9b4",
+                "reference": "0dade995be754556af4dcbf8721d45cb3271f9b4",
                 "shasum": ""
             },
             "require": {
@@ -6576,7 +6576,7 @@
             ],
             "support": {
                 "issues": "https://github.com/twigphp/Twig/issues",
-                "source": "https://github.com/twigphp/Twig/tree/v3.24.0"
+                "source": "https://github.com/twigphp/Twig/tree/v3.25.0"
             },
             "funding": [
                 {
@@ -6588,7 +6588,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-03-17T21:31:11+00:00"
+            "time": "2026-05-17T07:41:26+00:00"
         }
     ],
     "aliases": [],
diff --git a/mago.toml b/mago.toml
index d86d7a7a97..5a8f0bb5c6 100644
--- a/mago.toml
+++ b/mago.toml
@@ -43,6 +43,8 @@ ignore = [
         "src/lib/types/tests/Flow/Types/Tests/Unit/Type/Logical/HTMLTypeTest.php",
         "src/lib/types/tests/Flow/Types/Tests/Unit/Type/Native/StringTypeTest.php",
         "src/lib/types/tests/Flow/Types/Tests/Unit/Type/TypeDetectorTest.php",
+        "src/core/etl/src/Flow/ETL/Row/Entry/HTMLEntry.php",
+        "src/core/etl/src/Flow/ETL/Row/Entry/HTMLElementEntry.php",
     ] },
 ]
 
diff --git a/shell.nix b/shell.nix
index da889ff483..db846ed57e 100644
--- a/shell.nix
+++ b/shell.nix
@@ -19,8 +19,8 @@ assert (!(with-c && with-pg-query-ext)) || builtins.throw "Cannot use --arg with
 
 let
     nixpkgs = fetchTarball {
-        url = "https://github.com/NixOS/nixpkgs/archive/03158cb739fc4a09babe7949900bfc221871d642.tar.gz";
-        sha256 = "0vl4iwqcpbczhzb3xbckjb86brcsxkcz4wcbqzidia2fyhm9llmx";
+        url = "https://github.com/NixOS/nixpkgs/archive/0c4e77908e1204498184d81cda8716e1ba4c47af.tar.gz";
+        sha256 = "0mbr776gj2qk9klvara4zlww3g0da4nfbnrmi114nnmmayx3pyj4";
     };
 
     pkgs = import nixpkgs {
@@ -79,6 +79,7 @@ pkgs.mkShell {
         pkgs.act
         pkgs.hyperfine
         pkgs.actionlint
+        pkgs.zizmor
         pkgs.just
     ]
         ++ pkgs.lib.optional with-blackfire pkgs.blackfire
diff --git a/src/adapter/etl-adapter-elasticsearch/src/Flow/ETL/Adapter/Elasticsearch/ElasticsearchPHP/ElasticsearchLoader.php b/src/adapter/etl-adapter-elasticsearch/src/Flow/ETL/Adapter/Elasticsearch/ElasticsearchPHP/ElasticsearchLoader.php
index 36594dabc1..dbaac1a928 100644
--- a/src/adapter/etl-adapter-elasticsearch/src/Flow/ETL/Adapter/Elasticsearch/ElasticsearchPHP/ElasticsearchLoader.php
+++ b/src/adapter/etl-adapter-elasticsearch/src/Flow/ETL/Adapter/Elasticsearch/ElasticsearchPHP/ElasticsearchLoader.php
@@ -15,6 +15,7 @@
 use Flow\ETL\Row;
 use Flow\ETL\Row\Entry\JsonEntry;
 use Flow\ETL\Rows;
+use Flow\Types\Value\Json;
 use Throwable;
 
 use function class_exists;
@@ -82,7 +83,7 @@ public function load(Rows $rows, FlowContext $context): void
              */
             $dataCollection = $rows->map(static fn(Row $row): Row => Row::create(
                 $factory->create($row),
-                new JsonEntry('body', $row->toArray()),
+                new JsonEntry('body', Json::fromArray($row->toArray())),
             ))->toArray();
 
             foreach ($dataCollection as $data) {
diff --git a/src/adapter/etl-adapter-excel/src/Flow/ETL/Adapter/Excel/RowsNormalizer/ExcelRowsNormalizer.php b/src/adapter/etl-adapter-excel/src/Flow/ETL/Adapter/Excel/RowsNormalizer/ExcelRowsNormalizer.php
index e522a5d504..3dda2c109e 100644
--- a/src/adapter/etl-adapter-excel/src/Flow/ETL/Adapter/Excel/RowsNormalizer/ExcelRowsNormalizer.php
+++ b/src/adapter/etl-adapter-excel/src/Flow/ETL/Adapter/Excel/RowsNormalizer/ExcelRowsNormalizer.php
@@ -88,6 +88,9 @@ private function normalizeEntry(Entry $entry): bool|float|int|string|null
         };
     }
 
+    /**
+     * @param EnumEntry<\UnitEnum|null> $entry
+     */
     private function normalizeEnumEntry(EnumEntry $entry): ?string
     {
         $value = $entry->value();
diff --git a/src/adapter/etl-adapter-http/src/Flow/ETL/Adapter/Http/RequestEntriesFactory.php b/src/adapter/etl-adapter-http/src/Flow/ETL/Adapter/Http/RequestEntriesFactory.php
index d7a64ecbc8..0cd7f2e454 100644
--- a/src/adapter/etl-adapter-http/src/Flow/ETL/Adapter/Http/RequestEntriesFactory.php
+++ b/src/adapter/etl-adapter-http/src/Flow/ETL/Adapter/Http/RequestEntriesFactory.php
@@ -8,6 +8,7 @@
 use Flow\ETL\Row;
 use Flow\ETL\Row\Entries;
 use Flow\ETL\Row\Entry\JsonEntry;
+use Flow\Types\Value\Json;
 use Psr\Http\Message\RequestInterface;
 
 use function class_exists;
@@ -70,7 +71,7 @@ public function create(RequestInterface $request): Entries
                                 );
                             }
 
-                            $requestBodyEntry = new JsonEntry('request_body', $decodedJson);
+                            $requestBodyEntry = new JsonEntry('request_body', Json::fromArray($decodedJson));
                         } else {
                             $requestBodyEntry = string_entry('request_body', $requestBodyContent);
                         }
@@ -88,7 +89,7 @@ public function create(RequestInterface $request): Entries
         return new Entries(
             $requestBodyEntry,
             string_entry('request_uri', (string) $request->getUri()),
-            new JsonEntry('request_headers', $request->getHeaders()),
+            new JsonEntry('request_headers', Json::fromArray($request->getHeaders())),
             string_entry('request_protocol_version', $request->getProtocolVersion()),
             string_entry('request_method', $request->getMethod()),
         );
diff --git a/src/adapter/etl-adapter-xml/src/Flow/ETL/Adapter/XML/RowsNormalizer/EntryNormalizer.php b/src/adapter/etl-adapter-xml/src/Flow/ETL/Adapter/XML/RowsNormalizer/EntryNormalizer.php
index 2c248142da..4020b803c1 100644
--- a/src/adapter/etl-adapter-xml/src/Flow/ETL/Adapter/XML/RowsNormalizer/EntryNormalizer.php
+++ b/src/adapter/etl-adapter-xml/src/Flow/ETL/Adapter/XML/RowsNormalizer/EntryNormalizer.php
@@ -86,7 +86,7 @@ public function normalize(Entry $entry): XMLNode|XMLAttribute
      * It might be possible to use a schema here, if provided we might be able to take a metadata from entry definition and use it to define a node name.
      * However this might be a bit problematic in case of deeply nested lists.
      *
-     * @param ListEntry<mixed> $entry
+     * @param ListEntry<mixed, list<mixed>|null> $entry
      */
     private function listToNode(ListEntry $entry): XMLNode
     {
@@ -143,7 +143,7 @@ private function listToNode(ListEntry $entry): XMLNode
      *
      * Because of that and because Map Values can be other nested structures, the only valid solution is solution from Example 1.
      *
-     * @param MapEntry<array-key, mixed> $entry
+     * @param MapEntry<array-key, mixed, array<array-key, mixed>|null> $entry
      */
     private function mapToNode(MapEntry $entry): XMLNode
     {
@@ -174,7 +174,7 @@ private function mapToNode(MapEntry $entry): XMLNode
     }
 
     /**
-     * @param StructureEntry<array<string, mixed>> $entry
+     * @param StructureEntry<mixed, array<string, mixed>|null> $entry
      */
     private function structureToNode(StructureEntry $entry): XMLNode
     {
diff --git a/src/bridge/symfony/postgresql-bundle/src/Flow/Bridge/Symfony/PostgreSqlBundle/FlowPostgreSqlBundle.php b/src/bridge/symfony/postgresql-bundle/src/Flow/Bridge/Symfony/PostgreSqlBundle/FlowPostgreSqlBundle.php
index 0b6daf72c1..2a55f7cf58 100644
--- a/src/bridge/symfony/postgresql-bundle/src/Flow/Bridge/Symfony/PostgreSqlBundle/FlowPostgreSqlBundle.php
+++ b/src/bridge/symfony/postgresql-bundle/src/Flow/Bridge/Symfony/PostgreSqlBundle/FlowPostgreSqlBundle.php
@@ -474,10 +474,7 @@ private function registerCatalogProviders(array $catalogProviders, ContainerBuil
                 $providerDef = new Definition(ArrayCatalogProvider::class, [$providerConfig['catalog']]);
                 $providerDef->addTag('flow.postgresql.catalog_provider');
                 $container->setDefinition("flow.postgresql.catalog_provider.{$i}", $providerDef);
-            } elseif (
-                array_key_exists('catalog_provider_id', $providerConfig)
-                && $providerConfig['catalog_provider_id'] !== null
-            ) {
+            } elseif ($providerConfig['catalog_provider_id'] !== null) {
                 $configProviderServiceIds[] = type_string()->assert($providerConfig['catalog_provider_id']);
             }
         }
diff --git a/src/bridge/telemetry/otlp/src/Flow/Bridge/Telemetry/OTLP/Transport/StreamTransport.php b/src/bridge/telemetry/otlp/src/Flow/Bridge/Telemetry/OTLP/Transport/StreamTransport.php
index 1abb60b587..5547bd88ab 100644
--- a/src/bridge/telemetry/otlp/src/Flow/Bridge/Telemetry/OTLP/Transport/StreamTransport.php
+++ b/src/bridge/telemetry/otlp/src/Flow/Bridge/Telemetry/OTLP/Transport/StreamTransport.php
@@ -16,6 +16,7 @@
 use function flock;
 use function fopen;
 use function fwrite;
+use function in_array;
 use function is_dir;
 use function is_file;
 use function is_int;
@@ -25,9 +26,10 @@
 use function restore_error_handler;
 use function set_error_handler;
 use function sprintf;
-use function str_starts_with;
+use function stream_get_wrappers;
 use function stream_set_chunk_size;
 use function strlen;
+use function strstr;
 
 use const LOCK_EX;
 use const LOCK_UN;
@@ -74,7 +76,8 @@ public function __construct(
             throw new InvalidArgumentException('File permissions must be between 0 and 0777');
         }
 
-        $isStreamWrapper = str_starts_with($destination, 'php://');
+        $scheme = strstr($destination, '://', true);
+        $isStreamWrapper = $scheme !== false && in_array($scheme, stream_get_wrappers(), true);
         $existedBefore = !$isStreamWrapper && is_file($destination);
 
         if (!$isStreamWrapper && $createDirectories) {
diff --git a/src/bridge/telemetry/otlp/tests/Flow/Bridge/Telemetry/OTLP/Tests/Unit/Transport/StreamTransportTest.php b/src/bridge/telemetry/otlp/tests/Flow/Bridge/Telemetry/OTLP/Tests/Unit/Transport/StreamTransportTest.php
index 4e15511378..f5b51b1cdb 100644
--- a/src/bridge/telemetry/otlp/tests/Flow/Bridge/Telemetry/OTLP/Tests/Unit/Transport/StreamTransportTest.php
+++ b/src/bridge/telemetry/otlp/tests/Flow/Bridge/Telemetry/OTLP/Tests/Unit/Transport/StreamTransportTest.php
@@ -20,8 +20,11 @@
 use function array_values;
 use function explode;
 use function floor;
+use function getcwd;
+use function is_dir;
 use function json_decode;
 use function rewind;
+use function rmdir;
 use function rtrim;
 use function stream_get_contents;
 use function stream_set_chunk_size;
@@ -69,6 +72,24 @@ public function test_constructor_sets_stream_chunk_size(): void
         static::assertSame(StreamTransport::STREAM_CHUNK_SIZE, $previous);
     }
 
+    public function test_does_not_create_directory_for_custom_stream_wrapper_schemes(): void
+    {
+        stream_wrapper_register('flow-no-mkdir', PartialWriteStreamWrapper::class);
+        $leakedDirectory = getcwd() . '/flow-no-mkdir:';
+
+        try {
+            new StreamTransport('flow-no-mkdir://buf');
+
+            static::assertDirectoryDoesNotExist($leakedDirectory);
+        } finally {
+            stream_wrapper_unregister('flow-no-mkdir');
+
+            if (is_dir($leakedDirectory)) {
+                rmdir($leakedDirectory);
+            }
+        }
+    }
+
     public function test_empty_destination_throws(): void
     {
         $this->expectException(InvalidArgumentException::class);
diff --git a/src/core/etl/src/Flow/ArrayComparison/ArrayComparison.php b/src/core/etl/src/Flow/ArrayComparison/ArrayComparison.php
index 6c805c39e1..540781253c 100644
--- a/src/core/etl/src/Flow/ArrayComparison/ArrayComparison.php
+++ b/src/core/etl/src/Flow/ArrayComparison/ArrayComparison.php
@@ -55,6 +55,7 @@ private function valueEquals($a, $b): bool
             return false;
         }
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($b as $key => $value) {
             if (!array_key_exists($key, $a)) {
                 return false;
diff --git a/src/core/etl/src/Flow/Calculator/Calculator.php b/src/core/etl/src/Flow/Calculator/Calculator.php
index bbc836d688..cec2eea327 100644
--- a/src/core/etl/src/Flow/Calculator/Calculator.php
+++ b/src/core/etl/src/Flow/Calculator/Calculator.php
@@ -56,18 +56,29 @@ public function divide(
             $useNewNaming = defined('Brick\Math\RoundingMode::Up');
 
             $brickMode = match ($rounding) {
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::UP => $useNewNaming ? RoundingMode::Up : RoundingMode::UP,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::DOWN => $useNewNaming ? RoundingMode::Down : RoundingMode::DOWN,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::CEILING => $useNewNaming ? RoundingMode::Ceiling : RoundingMode::CEILING,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::FLOOR => $useNewNaming ? RoundingMode::Floor : RoundingMode::FLOOR,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::HALF_UP => $useNewNaming ? RoundingMode::HalfUp : RoundingMode::HALF_UP,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::HALF_DOWN => $useNewNaming ? RoundingMode::HalfDown : RoundingMode::HALF_DOWN,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::HALF_CEILING => $useNewNaming ? RoundingMode::HalfCeiling : RoundingMode::HALF_CEILING,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::HALF_FLOOR => $useNewNaming ? RoundingMode::HalfFloor : RoundingMode::HALF_FLOOR,
+                // @mago-ignore analysis:non-existent-class-constant
                 Rounding::HALF_EVEN => $useNewNaming ? RoundingMode::HalfEven : RoundingMode::HALF_EVEN,
+                // @mago-ignore analysis:non-existent-class-constant
                 default => $useNewNaming ? RoundingMode::Unnecessary : RoundingMode::UNNECESSARY,
             };
 
+            // @mago-ignore analysis:possibly-invalid-argument
             $result = $aDecimal->dividedBy(BigDecimal::of((string) $b), $effectiveScale, $brickMode);
 
             if (!self::hasNonZeroFractionalPart($result)) {
@@ -76,9 +87,9 @@ public function divide(
 
             return $result->toFloat();
         } catch (DivisionByZeroException $e) {
-            throw new DivisionByZeroError('Division by zero.', $e->getCode(), $e);
+            throw new DivisionByZeroError('Division by zero.', (int) $e->getCode(), $e);
         } catch (RoundingNecessaryException $e) {
-            throw new Exception\RoundingNecessaryException($e->getMessage(), $e->getCode(), $e);
+            throw new Exception\RoundingNecessaryException($e->getMessage(), (int) $e->getCode(), $e);
         }
     }
 
@@ -112,6 +123,7 @@ public function multiply(int|float|string $a, int|float|string $b): int|float
      */
     public function power(int|float|string $a, int|string $b): int|float
     {
+        // @mago-ignore analysis:possibly-invalid-argument
         $result = BigDecimal::of((string) $a)->power(BigInteger::of((string) $b)->toInt());
 
         if (!self::hasNonZeroFractionalPart($result)) {
@@ -139,6 +151,7 @@ public function subtract(int|float|string $a, int|float|string $b): int|float
     private static function hasNonZeroFractionalPart(BigDecimal $result): bool
     {
         if (method_exists($result, 'hasNonZeroFractionalPart')) {
+            // @mago-ignore analysis:mixed-return-statement
             return $result->hasNonZeroFractionalPart();
         }
 
diff --git a/src/core/etl/src/Flow/Calculator/NumberNormalizer.php b/src/core/etl/src/Flow/Calculator/NumberNormalizer.php
index 553bd731c2..80932dd894 100644
--- a/src/core/etl/src/Flow/Calculator/NumberNormalizer.php
+++ b/src/core/etl/src/Flow/Calculator/NumberNormalizer.php
@@ -24,6 +24,7 @@ final class NumberNormalizer
      */
     public static function toNumber(string $number): float|int
     {
+        // @mago-ignore analysis:impossible-condition,redundant-type-comparison
         if (!is_numeric($number)) {
             throw new NonNumericValueException((string) $number);
         }
@@ -33,6 +34,7 @@ public static function toNumber(string $number): float|int
         }
 
         if (str_contains($number, '.')) {
+            // @mago-ignore analysis:invalid-type-cast
             return (float) $number;
         }
 
@@ -50,6 +52,7 @@ public static function toString(string|float|int $number, int $scale): string
             throw new InvalidScaleException($scale);
         }
 
+        // @mago-ignore analysis:impossible-condition,redundant-type-comparison
         if (!is_numeric($number)) {
             throw new NonNumericValueException((string) $number);
         }
diff --git a/src/core/etl/src/Flow/ETL/Cache/Implementation/PSRSimpleCache.php b/src/core/etl/src/Flow/ETL/Cache/Implementation/PSRSimpleCache.php
index a2cf0888a1..aa50eedb60 100644
--- a/src/core/etl/src/Flow/ETL/Cache/Implementation/PSRSimpleCache.php
+++ b/src/core/etl/src/Flow/ETL/Cache/Implementation/PSRSimpleCache.php
@@ -37,6 +37,7 @@ public function delete(string $key): void
 
     public function get(string $key): Row|Rows|CacheIndex
     {
+        // @mago-ignore analysis:mixed-assignment
         $serializedValue = $this->cache->get($key);
 
         if (!$serializedValue) {
diff --git a/src/core/etl/src/Flow/ETL/Config/Cache/CacheConfigBuilder.php b/src/core/etl/src/Flow/ETL/Config/Cache/CacheConfigBuilder.php
index 698f55fd05..e8913cda44 100644
--- a/src/core/etl/src/Flow/ETL/Config/Cache/CacheConfigBuilder.php
+++ b/src/core/etl/src/Flow/ETL/Config/Cache/CacheConfigBuilder.php
@@ -66,6 +66,7 @@ public function cache(Cache $cache): self
      */
     public function externalSortBucketsCount(int $externalSortBucketsCount): self
     {
+        // @mago-ignore analysis:impossible-condition,redundant-comparison
         if ($externalSortBucketsCount < 1) {
             throw new InvalidArgumentException('External sort buckets count must be greater than 0');
         }
diff --git a/src/core/etl/src/Flow/ETL/Config/ConfigBuilder.php b/src/core/etl/src/Flow/ETL/Config/ConfigBuilder.php
index 4483733d8c..02606bbd83 100644
--- a/src/core/etl/src/Flow/ETL/Config/ConfigBuilder.php
+++ b/src/core/etl/src/Flow/ETL/Config/ConfigBuilder.php
@@ -92,20 +92,22 @@ public function build(EntryFactory $entryFactory = new EntryFactory()): Config
         $this->serializer ??= new Base64Serializer(new NativePHPSerializer());
         $this->optimizer ??= new Optimizer(new LimitOptimization(), new BatchSizeOptimization(batchSize: 1000));
 
+        $serializer = $this->serializer;
+        $optimizer = $this->optimizer;
         $dataframeName = $this->name ?? 'flow_dataframe';
 
         return new Config(
             $this->id,
             $dataframeName,
             $this->version,
-            $this->serializer,
+            $serializer,
             $this->getClock(),
             $this->fstab(),
             new FilesystemStreams($this->fstab()),
-            $this->optimizer,
+            $optimizer,
             $this->putInputIntoRows,
             $entryFactory,
-            $this->cache->build($this->fstab(), $this->serializer, $this->telemetryConfig, $dataframeName),
+            $this->cache->build($this->fstab(), $serializer, $this->telemetryConfig, $dataframeName),
             $this->sort->build(),
             $this->analyze,
             $this->telemetryConfig ?? TelemetryConfig::default($this->getClock()),
diff --git a/src/core/etl/src/Flow/ETL/Config/Sort/SortConfigBuilder.php b/src/core/etl/src/Flow/ETL/Config/Sort/SortConfigBuilder.php
index 8f62fcb890..d00597f350 100644
--- a/src/core/etl/src/Flow/ETL/Config/Sort/SortConfigBuilder.php
+++ b/src/core/etl/src/Flow/ETL/Config/Sort/SortConfigBuilder.php
@@ -40,7 +40,7 @@ public function build(): SortConfig
             } else {
                 $memoryLimit = ini_get('memory_limit');
 
-                if ($memoryLimit === '-1') {
+                if ($memoryLimit === false || $memoryLimit === '-1') {
                     $this->sortMemoryLimit = Unit::fromBytes(PHP_INT_MAX);
                 } else {
                     $this->sortMemoryLimit = Unit::fromString(
diff --git a/src/core/etl/src/Flow/ETL/Config/Telemetry/TelemetryContext.php b/src/core/etl/src/Flow/ETL/Config/Telemetry/TelemetryContext.php
index 70cdb10292..dd90df0d7f 100644
--- a/src/core/etl/src/Flow/ETL/Config/Telemetry/TelemetryContext.php
+++ b/src/core/etl/src/Flow/ETL/Config/Telemetry/TelemetryContext.php
@@ -77,7 +77,9 @@ public function dataFrameBatchProcessed(Rows $rows, FlowContext $context): void
      */
     public function dataFrameCompleted(FlowContext $context, array $attributes = []): void
     {
-        if ($this->dataFrameSpan === null) {
+        $dataFrameSpan = $this->dataFrameSpan;
+
+        if ($dataFrameSpan === null) {
             return;
         }
 
@@ -90,7 +92,7 @@ public function dataFrameCompleted(FlowContext $context, array $attributes = [])
                 'memory_min_mb' => $this->memory->min()->inMb(),
                 'memory_max_mb' => $this->memory->max()->inMb(),
             ],
-            spanContext: $this->dataFrameSpan->context(),
+            spanContext: $dataFrameSpan->context(),
         );
 
         $throughput = 0.0;
@@ -101,7 +103,7 @@ public function dataFrameCompleted(FlowContext $context, array $attributes = [])
         }
 
         $this->tracer->complete(
-            $this->dataFrameSpan
+            $dataFrameSpan
                 ->setAttributes(array_merge($attributes, [
                     'dataframe.id' => $context->config->id(),
                     'dataframe.name' => $context->config->name(),
@@ -135,7 +137,9 @@ public function dataFrameCompleted(FlowContext $context, array $attributes = [])
      */
     public function dataFrameFailed(FlowContext $context, Throwable $exception, array $attributes = []): void
     {
-        if ($this->dataFrameSpan === null) {
+        $dataFrameSpan = $this->dataFrameSpan;
+
+        if ($dataFrameSpan === null) {
             return;
         }
 
@@ -153,7 +157,7 @@ public function dataFrameFailed(FlowContext $context, Throwable $exception, arra
         }
 
         $this->tracer->complete(
-            $this->dataFrameSpan
+            $dataFrameSpan
                 ->setAttributes(array_merge($attributes, [
                     'dataframe.id' => $context->config->id(),
                     'dataframe.name' => $context->config->name(),
@@ -185,7 +189,7 @@ public function dataFrameFailed(FlowContext $context, Throwable $exception, arra
     public function dataFrameStarted(FlowContext $context): void
     {
         $this->context = $context;
-        $this->dataFrameSpan = $this->tracer->span(
+        $dataFrameSpan = $this->tracer->span(
             'DataFrame ' . $context->config->name(),
             SpanKind::INTERNAL,
             Attributes::create([
@@ -193,6 +197,7 @@ public function dataFrameStarted(FlowContext $context): void
                 'dataframe.name' => $context->config->name(),
             ]),
         );
+        $this->dataFrameSpan = $dataFrameSpan;
 
         $this->logger()->debug(
             'Data frame processing started',
@@ -215,7 +220,7 @@ public function dataFrameStarted(FlowContext $context): void
                     $context->config->fstab()->filesystems(),
                 ),
             ],
-            spanContext: $this->dataFrameSpan->context(),
+            spanContext: $dataFrameSpan->context(),
         );
 
         if ($this->options->collectMetrics) {
diff --git a/src/core/etl/src/Flow/ETL/Constraint/SortedByConstraint.php b/src/core/etl/src/Flow/ETL/Constraint/SortedByConstraint.php
index 6187fcff77..251a6a9ee6 100644
--- a/src/core/etl/src/Flow/ETL/Constraint/SortedByConstraint.php
+++ b/src/core/etl/src/Flow/ETL/Constraint/SortedByConstraint.php
@@ -4,6 +4,8 @@
 
 namespace Flow\ETL\Constraint;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Constraint;
 use Flow\ETL\Row;
 use Flow\ETL\Row\Reference;
@@ -11,6 +13,9 @@
 use Flow\ETL\Row\SortOrder;
 
 use function implode;
+use function is_array;
+use function is_numeric;
+use function is_string;
 use function var_export;
 
 final class SortedByConstraint implements Constraint
@@ -18,7 +23,7 @@ final class SortedByConstraint implements Constraint
     private bool $firstRow = true;
 
     /**
-     * @var array<string, mixed>
+     * @var array<string, null|array<array-key, mixed>|bool|float|int|object|string>
      */
     private array $previousValues = [];
 
@@ -44,10 +49,37 @@ public function isSatisfiedBy(Row $row): bool
             $currentValue = $row->valueOf($reference);
             $previousValue = $this->previousValues[$reference->name()];
 
-            $comparison = match ($reference->sort()) {
-                SortOrder::ASC => $previousValue <=> $currentValue,
-                SortOrder::DESC => $currentValue <=> $previousValue,
-            };
+            $direction = $reference->sort();
+
+            if ($previousValue === null && $currentValue === null) {
+                $comparison = 0;
+            } elseif ($previousValue === null) {
+                $comparison = $direction === SortOrder::ASC ? -1 : 1;
+            } elseif ($currentValue === null) {
+                $comparison = $direction === SortOrder::ASC ? 1 : -1;
+            } elseif (is_numeric($previousValue) && is_numeric($currentValue)) {
+                $prev = (float) $previousValue;
+                $curr = (float) $currentValue;
+                $comparison = $direction === SortOrder::ASC ? $prev <=> $curr : $curr <=> $prev;
+            } elseif (is_string($previousValue) && is_string($currentValue)) {
+                $comparison = $direction === SortOrder::ASC
+                    ? $previousValue <=> $currentValue
+                    : $currentValue <=> $previousValue;
+            } elseif ($previousValue instanceof DateTimeInterface && $currentValue instanceof DateTimeInterface) {
+                $comparison = $direction === SortOrder::ASC
+                    ? $previousValue <=> $currentValue
+                    : $currentValue <=> $previousValue;
+            } elseif ($previousValue instanceof DateInterval && $currentValue instanceof DateInterval) {
+                $comparison = $direction === SortOrder::ASC
+                    ? $previousValue <=> $currentValue
+                    : $currentValue <=> $previousValue;
+            } elseif (is_array($previousValue) && is_array($currentValue)) {
+                $comparison = $direction === SortOrder::ASC
+                    ? $previousValue <=> $currentValue
+                    : $currentValue <=> $previousValue;
+            } else {
+                $comparison = 0;
+            }
 
             if ($comparison < 0) {
                 foreach ($this->references->all() as $ref) {
diff --git a/src/core/etl/src/Flow/ETL/DSL/functions.php b/src/core/etl/src/Flow/ETL/DSL/functions.php
index 7fa921dd9e..5d3bb1f0e5 100644
--- a/src/core/etl/src/Flow/ETL/DSL/functions.php
+++ b/src/core/etl/src/Flow/ETL/DSL/functions.php
@@ -4,14 +4,18 @@
 
 namespace Flow\ETL\DSL;
 
+use Brick\Math\BigDecimal;
 use DateInterval;
 use DatePeriod;
+use DateTime;
+use DateTimeImmutable;
 use DateTimeInterface;
 use DateTimeZone;
 use Dom\HTMLDocument;
 use Dom\HTMLElement;
 use DOMDocument;
 use DOMElement;
+use Exception;
 use Flow\Calculator\Rounding;
 use Flow\Clock\SystemClock;
 use Flow\ETL\Analyze;
@@ -264,6 +268,8 @@
 use Flow\Types\Value\Json;
 use Flow\Types\Value\Uuid as FlowUuid;
 use Psr\Clock\ClockInterface;
+use ReflectionProperty;
+use Throwable;
 use UnitEnum;
 
 use function array_is_list;
@@ -409,6 +415,7 @@ function filesystem_cache(
 #[DocumentationDSL(module: Module::CORE, type: DSLType::EXTRACTOR)]
 function batched_by(Extractor $extractor, string|Reference $column, ?int $min_size = null): BatchByExtractor
 {
+    // @mago-ignore analysis:invalid-operand
     if ($min_size !== null && $min_size <= 0) {
         throw new InvalidArgumentException('Minimum batch size must be greater than 0, given: ' . $min_size);
     }
@@ -498,6 +505,7 @@ function to_memory(Memory $memory): MemoryLoader
 #[DocumentationExample(topic: 'data_frame', example: 'data_writing', option: 'array')]
 function to_array(array &$array): ArrayLoader
 {
+    // @mago-ignore analysis:redundant-docblock-type
     /** @phpstan-var array<array<mixed>> $array */
     return new ArrayLoader($array);
 }
@@ -590,16 +598,20 @@ function rename_map(array $renames): RenameMapEntryStrategy
 }
 
 /**
- * @return Entry<?bool>
+ * @return ($value is null ? Entry<null> : Entry<bool>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function bool_entry(string $name, ?bool $value, ?Metadata $metadata = null): Entry
 {
+    if ($value === null) {
+        return new BooleanEntry($name, null, $metadata);
+    }
+
     return new BooleanEntry($name, $value, $metadata);
 }
 
 /**
- * @return Entry<?bool>
+ * @return ($value is null ? Entry<null> : Entry<bool>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function boolean_entry(string $name, ?bool $value, ?Metadata $metadata = null): Entry
@@ -608,43 +620,119 @@ function boolean_entry(string $name, ?bool $value, ?Metadata $metadata = null):
 }
 
 /**
- * @return Entry<?\DateTimeInterface>
+ * @throws InvalidArgumentException
+ *
+ * @return ($value is null ? Entry<null> : Entry<\DateTimeInterface>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function datetime_entry(string $name, DateTimeInterface|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new DateTimeEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new DateTimeEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof DateTime) {
+        return new DateTimeEntry($name, DateTimeImmutable::createFromMutable($value), $metadata);
+    }
+
+    if ($value instanceof DateTimeInterface) {
+        return new DateTimeEntry($name, $value, $metadata);
+    }
+
+    try {
+        return new DateTimeEntry($name, new DateTimeImmutable($value), $metadata);
+    } catch (Exception $e) {
+        throw new InvalidArgumentException(
+            "Invalid value given: '{$value}', reason: " . $e->getMessage(),
+            previous: $e,
+        );
+    }
 }
 
 /**
- * @return Entry<?\DateInterval>
+ * @throws InvalidArgumentException
+ *
+ * @return ($value is null ? Entry<null> : Entry<\DateInterval>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function time_entry(string $name, DateInterval|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new TimeEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new TimeEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof DateInterval) {
+        return new TimeEntry($name, $value, $metadata);
+    }
+
+    try {
+        return new TimeEntry($name, new DateInterval($value), $metadata);
+    } catch (Throwable $dateIntervalException) {
+        try {
+            $dateTime = new DateTimeImmutable($value);
+            $hours = (int) $dateTime->format('H');
+            $minutes = (int) $dateTime->format('i');
+            $seconds = (int) $dateTime->format('s');
+            $fraction = (int) $dateTime->format('u') / 1_000_000;
+
+            $interval = new DateInterval('PT' . $hours . 'H' . $minutes . 'M' . $seconds . 'S');
+            (new ReflectionProperty($interval, 'f'))->setValue($interval, $fraction);
+
+            return new TimeEntry($name, $interval, $metadata);
+        } catch (Throwable) {
+            throw new InvalidArgumentException(
+                "Invalid value given: '{$value}', reason: " . $dateIntervalException->getMessage(),
+                previous: $dateIntervalException,
+            );
+        }
+    }
 }
 
 /**
- * @return Entry<?\DateTimeInterface>
+ * @throws InvalidArgumentException
+ *
+ * @return ($value is null ? Entry<null> : Entry<\DateTimeInterface>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function date_entry(string $name, DateTimeInterface|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new DateEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new DateEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof DateTimeImmutable) {
+        return new DateEntry($name, $value->setTime(0, 0, 0, 0), $metadata);
+    }
+
+    if ($value instanceof DateTimeInterface) {
+        return new DateEntry($name, DateTimeImmutable::createFromInterface($value)->setTime(0, 0, 0, 0), $metadata);
+    }
+
+    try {
+        return new DateEntry($name, (new DateTimeImmutable($value))->setTime(0, 0, 0, 0), $metadata);
+    } catch (Exception $e) {
+        throw new InvalidArgumentException(
+            "Invalid value given: '{$value}', reason: " . $e->getMessage(),
+            previous: $e,
+        );
+    }
 }
 
 /**
- * @return Entry<?int>
+ * @return ($value is null ? Entry<null> : Entry<int>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function int_entry(string $name, ?int $value, ?Metadata $metadata = null): Entry
 {
+    if ($value === null) {
+        return new IntegerEntry($name, null, $metadata);
+    }
+
     return new IntegerEntry($name, $value, $metadata);
 }
 
 /**
- * @return Entry<?int>
+ * @return ($value is null ? Entry<null> : Entry<int>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function integer_entry(string $name, ?int $value, ?Metadata $metadata = null): Entry
@@ -653,32 +741,58 @@ function integer_entry(string $name, ?int $value, ?Metadata $metadata = null): E
 }
 
 /**
- * @return Entry<?\UnitEnum>
+ * @return ($enum is null ? Entry<null> : Entry<\UnitEnum>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function enum_entry(string $name, ?UnitEnum $enum, ?Metadata $metadata = null): Entry
 {
+    if ($enum === null) {
+        return new EnumEntry($name, null, $metadata);
+    }
+
     return new EnumEntry($name, $enum, $metadata);
 }
 
 /**
- * @return Entry<?float>
+ * @return ($value is null ? Entry<null> : Entry<float>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function float_entry(string $name, float|int|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new FloatEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new FloatEntry($name, null, $metadata);
+    }
+
+    return new FloatEntry($name, BigDecimal::of((string) $value)->toFloat(), $metadata);
 }
 
 /**
  * @param null|array<array-key, mixed>|Json|string $data
  *
- * @return Entry<?Json>
+ * @throws InvalidArgumentException
+ *
+ * @return ($data is null ? Entry<null> : Entry<Json>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function json_entry(string $name, array|string|Json|null $data, ?Metadata $metadata = null): Entry
 {
-    return new JsonEntry($name, $data, $metadata);
+    if ($data === null) {
+        return new JsonEntry($name, null, $metadata);
+    }
+
+    if ($data instanceof Json) {
+        return new JsonEntry($name, $data, $metadata);
+    }
+
+    if (is_array($data)) {
+        return new JsonEntry($name, Json::fromArray($data), $metadata);
+    }
+
+    try {
+        return new JsonEntry($name, new Json($data), $metadata);
+    } catch (Throwable $e) {
+        throw new InvalidArgumentException("Invalid value given: '{$data}', reason: " . $e->getMessage(), previous: $e);
+    }
 }
 
 /**
@@ -686,7 +800,7 @@ function json_entry(string $name, array|string|Json|null $data, ?Metadata $metad
  *
  * @throws InvalidArgumentException
  *
- * @return Entry<?Json>
+ * @return ($data is null ? Entry<null> : Entry<Json>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function json_object_entry(string $name, array|string|Json|null $data, ?Metadata $metadata = null): Entry
@@ -696,18 +810,29 @@ function json_object_entry(string $name, array|string|Json|null $data, ?Metadata
     }
 
     if (is_string($data)) {
-        return new JsonEntry($name, $data, $metadata);
+        try {
+            return new JsonEntry($name, new Json($data), $metadata);
+        } catch (Throwable $e) {
+            throw new InvalidArgumentException(
+                "Invalid value given: '{$data}', reason: " . $e->getMessage(),
+                previous: $e,
+            );
+        }
     }
 
     return JsonEntry::object($name, $data, $metadata);
 }
 
 /**
- * @return Entry<?string>
+ * @return ($value is null ? Entry<null> : Entry<string>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function str_entry(string $name, ?string $value, ?Metadata $metadata = null): Entry
 {
+    if ($value === null) {
+        return new StringEntry($name, null, $metadata);
+    }
+
     return new StringEntry($name, $value, $metadata);
 }
 
@@ -730,7 +855,7 @@ function null_entry(string $name, ?Metadata $metadata = null): Entry
 }
 
 /**
- * @return Entry<?string>
+ * @return ($value is null ? Entry<null> : Entry<string>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function string_entry(string $name, ?string $value, ?Metadata $metadata = null): Entry
@@ -739,48 +864,110 @@ function string_entry(string $name, ?string $value, ?Metadata $metadata = null):
 }
 
 /**
- * @return Entry<?\Flow\Types\Value\Uuid>
+ * @return ($value is null ? Entry<null> : Entry<\Flow\Types\Value\Uuid>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function uuid_entry(string $name, FlowUuid|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new UuidEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new UuidEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof FlowUuid) {
+        return new UuidEntry($name, $value, $metadata);
+    }
+
+    return new UuidEntry($name, FlowUuid::fromString($value), $metadata);
 }
 
 /**
- * @return Entry<?\DOMDocument>
+ * @throws InvalidArgumentException
+ *
+ * @return ($value is null ? Entry<null> : Entry<\DOMDocument>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function xml_entry(string $name, DOMDocument|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new XMLEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new XMLEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof DOMDocument) {
+        return new XMLEntry($name, $value, $metadata);
+    }
+
+    $doc = new DOMDocument();
+
+    if (!@$doc->loadXML($value)) {
+        throw new InvalidArgumentException("Given string \"{$value}\" is not valid XML");
+    }
+
+    return new XMLEntry($name, $doc, $metadata);
 }
 
 /**
- * @return Entry<?\DOMElement>
+ * @throws InvalidArgumentException
+ *
+ * @return ($value is null ? Entry<null> : Entry<\DOMElement>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function xml_element_entry(string $name, DOMElement|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new XMLElementEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new XMLElementEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof DOMElement) {
+        return new XMLElementEntry($name, $value, $metadata);
+    }
+
+    $doc = new DOMDocument();
+
+    if (!@$doc->loadXML($value)) {
+        throw new InvalidArgumentException("Given string \"{$value}\" is not valid XML");
+    }
+
+    $element = $doc->documentElement;
+
+    if (!$element instanceof DOMElement) {
+        throw new InvalidArgumentException("Given string \"{$value}\" does not contain a root XML element");
+    }
+
+    return new XMLElementEntry($name, $element, $metadata);
 }
 
 /**
- * @return Entry<?HTMLDocument>
+ * @return ($value is null ? Entry<null> : Entry<HTMLDocument>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function html_entry(string $name, HTMLDocument|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new HTMLEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new HTMLEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof HTMLDocument) {
+        return new HTMLEntry($name, $value, $metadata);
+    }
+
+    return HTMLEntry::fromString($name, $value, $metadata);
 }
 
 /**
- * @return Entry<?HTMLElement>
+ * @return ($value is null ? Entry<null> : Entry<HTMLElement>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function html_element_entry(string $name, HTMLElement|string|null $value, ?Metadata $metadata = null): Entry
 {
-    return new HTMLElementEntry($name, $value, $metadata);
+    if ($value === null) {
+        return new HTMLElementEntry($name, null, $metadata);
+    }
+
+    if ($value instanceof HTMLElement) {
+        return new HTMLElementEntry($name, $value, $metadata);
+    }
+
+    return HTMLElementEntry::fromString($name, $value, $metadata);
 }
 
 /**
@@ -793,16 +980,18 @@ function entries(Entry ...$entries): Entries
 }
 
 /**
- * @template T
- *
  * @param ?array<string, mixed> $value
- * @param StructureType<T> $type
+ * @param StructureType<mixed> $type
  *
- * @return Entry<?array<string, T>>
+ * @return ($value is null ? Entry<null> : Entry<array<string, mixed>>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function struct_entry(string $name, ?array $value, StructureType $type, ?Metadata $metadata = null): Entry
 {
+    if ($value === null) {
+        return new StructureEntry($name, null, $type, $metadata);
+    }
+
     return new StructureEntry($name, $value, $type, $metadata);
 }
 
@@ -810,7 +999,7 @@ function struct_entry(string $name, ?array $value, StructureType $type, ?Metadat
  * @param ?array<string, mixed> $value
  * @param Type<mixed> $type
  *
- * @return Entry<?array<string, mixed>>
+ * @return ($value is null ? Entry<null> : Entry<array<string, mixed>>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function structure_entry(string $name, ?array $value, Type $type, ?Metadata $metadata = null): Entry
@@ -824,6 +1013,10 @@ function structure_entry(string $name, ?array $value, Type $type, ?Metadata $met
         ));
     }
 
+    if ($value === null) {
+        return new StructureEntry($name, null, $type, $metadata);
+    }
+
     return new StructureEntry($name, $value, $type, $metadata);
 }
 
@@ -831,7 +1024,7 @@ function structure_entry(string $name, ?array $value, Type $type, ?Metadata $met
  * @param null|list<mixed> $value
  * @param Type<mixed> $type
  *
- * @return Entry<mixed>
+ * @return ($value is null ? Entry<null> : Entry<list<mixed>>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function list_entry(string $name, ?array $value, Type $type, ?Metadata $metadata = null): Entry
@@ -845,6 +1038,10 @@ function list_entry(string $name, ?array $value, Type $type, ?Metadata $metadata
         ));
     }
 
+    if ($value === null) {
+        return new ListEntry($name, null, $type, $metadata);
+    }
+
     return new ListEntry($name, $value, $type, $metadata);
 }
 
@@ -852,7 +1049,7 @@ function list_entry(string $name, ?array $value, Type $type, ?Metadata $metadata
  * @param ?array<array-key, mixed> $value
  * @param Type<mixed> $mapType
  *
- * @return Entry<?array<array-key, mixed>>
+ * @return ($value is null ? Entry<null> : Entry<array<array-key, mixed>>)
  */
 #[DocumentationDSL(module: Module::CORE, type: DSLType::ENTRY)]
 function map_entry(string $name, ?array $value, Type $mapType, ?Metadata $metadata = null): Entry
@@ -866,6 +1063,10 @@ function map_entry(string $name, ?array $value, Type $mapType, ?Metadata $metada
         ));
     }
 
+    if ($value === null) {
+        return new MapEntry($name, null, $mapType, $metadata);
+    }
+
     return new MapEntry($name, $value, $mapType, $metadata);
 }
 
@@ -1462,6 +1663,7 @@ function array_to_row(
 ): Row {
     $entries = [];
 
+    // @mago-ignore analysis:mixed-assignment
     foreach ($data as $key => $value) {
         $name = is_int($key) ? 'e' . str_pad((string) $key, 2, '0', STR_PAD_LEFT) : $key;
 
@@ -1513,6 +1715,7 @@ function array_to_rows(
 
     $isRows = true;
 
+    // @mago-ignore analysis:mixed-assignment
     foreach ($data as $v) {
         if (!is_array($v)) {
             $isRows = false;
@@ -1527,6 +1730,7 @@ function array_to_rows(
 
     $rows = [];
 
+    // @mago-ignore analysis:mixed-assignment
     foreach ($data as $row) {
         $row = type_array()->assert($row);
         $rows[] = array_to_row($row, $entryFactory, $partitions, $schema);
@@ -1706,6 +1910,7 @@ function schema_selective_validator(): SelectiveValidator
 #[DocumentationDSL(module: Module::CORE, type: DSLType::HELPER)]
 function schema_from_json(string $schema): Schema
 {
+    // @mago-ignore analysis:mixed-assignment
     $decodedSchema = json_decode($schema, true, 512, JSON_THROW_ON_ERROR);
     $decodedSchema = type_array()->assert($decodedSchema);
 
@@ -2084,15 +2289,15 @@ function equal(Reference|string $left, Reference|string $right): Equal
 }
 
 #[DocumentationDSL(module: Module::CORE, type: DSLType::COMPARISON)]
-function compare_all(Comparison ...$comparisons): Comparison\All
+function compare_all(Comparison $comparison, Comparison ...$comparisons): Comparison\All
 {
-    return new Comparison\All(...$comparisons);
+    return new Comparison\All($comparison, ...$comparisons);
 }
 
 #[DocumentationDSL(module: Module::CORE, type: DSLType::COMPARISON)]
-function compare_any(Comparison ...$comparisons): Comparison\Any
+function compare_any(Comparison $comparison, Comparison ...$comparisons): Comparison\Any
 {
-    return new Comparison\Any(...$comparisons);
+    return new Comparison\Any($comparison, ...$comparisons);
 }
 
 /**
diff --git a/src/core/etl/src/Flow/ETL/DataFrame.php b/src/core/etl/src/Flow/ETL/DataFrame.php
index 839ca6c692..0765338e3d 100644
--- a/src/core/etl/src/Flow/ETL/DataFrame.php
+++ b/src/core/etl/src/Flow/ETL/DataFrame.php
@@ -134,13 +134,17 @@ public function batchBy(string|Reference $column, ?int $minSize = null): self
      *
      * In order to merge all Rows into a single batch use DataFrame::collect() method or set size to -1 or 0.
      *
-     * @param int<1, max> $size
+     * @param int<-1, max> $size
      *
      * @lazy
      */
     public function batchSize(int $size): self
     {
-        if ($size === -1 || $size === 0) {
+        if ($size === -1) {
+            return $this->collect();
+        }
+
+        if ($size === 0) {
             return $this->collect();
         }
 
diff --git a/src/core/etl/src/Flow/ETL/DataFrame/GroupedDataFrame.php b/src/core/etl/src/Flow/ETL/DataFrame/GroupedDataFrame.php
index c2ef546601..24987abea3 100644
--- a/src/core/etl/src/Flow/ETL/DataFrame/GroupedDataFrame.php
+++ b/src/core/etl/src/Flow/ETL/DataFrame/GroupedDataFrame.php
@@ -22,12 +22,12 @@ public function aggregate(AggregatingFunction ...$aggregations): DataFrame
         $this->groupBy->aggregate(...$aggregations);
 
         $pipelineAdder = function (GroupBy $groupBy): void {
-            /**
-             * @phpstan-ignore-next-line
-             */
+            // @mago-ignore analysis:non-existent-property,method-access-on-null
+            /** @phpstan-ignore-next-line */
             $this->pipeline->add(new GroupByProcessor($groupBy));
         };
 
+        // @mago-ignore analysis:invalid-method-access
         $pipelineAdder->bindTo($this->df, $this->df)($this->groupBy);
 
         return $this->df;
diff --git a/src/core/etl/src/Flow/ETL/Dataset/Statistics/Column.php b/src/core/etl/src/Flow/ETL/Dataset/Statistics/Column.php
index 13e9c9976b..be912b03f9 100644
--- a/src/core/etl/src/Flow/ETL/Dataset/Statistics/Column.php
+++ b/src/core/etl/src/Flow/ETL/Dataset/Statistics/Column.php
@@ -72,6 +72,7 @@ public function calculate(Entry $entry): void
             return;
         }
 
+        // @mago-ignore analysis:mixed-assignment
         $value = $entry->value();
 
         if ($value === null) {
diff --git a/src/core/etl/src/Flow/ETL/Exception/SchemaValidationException.php b/src/core/etl/src/Flow/ETL/Exception/SchemaValidationException.php
index d03e6f540b..2cd1e5a859 100644
--- a/src/core/etl/src/Flow/ETL/Exception/SchemaValidationException.php
+++ b/src/core/etl/src/Flow/ETL/Exception/SchemaValidationException.php
@@ -34,7 +34,7 @@ public function __construct(
 
             if ($givenDefinition === null) {
                 $missingDefinitions[] =
-                    $expectedDefinition->entry()
+                    $expectedDefinition->entry()->name()
                     . '<'
                     . ($expectedDefinition->isNullable() ? '?' : '')
                     . $expectedDefinition->type()->toString()
@@ -62,7 +62,7 @@ public function __construct(
         foreach ($this->given->definitions() as $givenDefinition) {
             if ($this->expected->findDefinition($givenDefinition->entry()) === null) {
                 $unexpectedDefinitions[] =
-                    $givenDefinition->entry()
+                    $givenDefinition->entry()->name()
                     . '<'
                     . ($givenDefinition->isNullable() ? '?' : '')
                     . $givenDefinition->type()->toString()
diff --git a/src/core/etl/src/Flow/ETL/Execution/StatisticsCollector.php b/src/core/etl/src/Flow/ETL/Execution/StatisticsCollector.php
index 3f6f5d57aa..dd3de02114 100644
--- a/src/core/etl/src/Flow/ETL/Execution/StatisticsCollector.php
+++ b/src/core/etl/src/Flow/ETL/Execution/StatisticsCollector.php
@@ -45,8 +45,11 @@ public function __construct(
         Analyze|bool|null $analyze,
         private readonly FlowContext $context,
     ) {
+        // @mago-ignore analysis:invalid-property-assignment-value
         $this->analyze = match (true) {
+            // @mago-ignore analysis:redundant-comparison,unreachable-match-arm
             $analyze === true => new Analyze(),
+            // @mago-ignore analysis:impossible-type-comparison,redundant-comparison,redundant-logical-operation
             $analyze === false || $analyze === null => null,
             default => $analyze,
         };
diff --git a/src/core/etl/src/Flow/ETL/Extractor/ArrayExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/ArrayExtractor.php
index 01bbc28796..888b89f1d4 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/ArrayExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/ArrayExtractor.php
@@ -22,6 +22,9 @@ public function __construct(
         private readonly iterable $dataset,
     ) {}
 
+    /**
+     * @return Generator<int, \Flow\ETL\Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         foreach ($this->dataset as $row) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/BatchByExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/BatchByExtractor.php
index 7e62f4787d..0cc3e2dbba 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/BatchByExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/BatchByExtractor.php
@@ -25,13 +25,14 @@ public function __construct(
         private Reference $column,
         private ?int $minSize = null,
     ) {
+        // @mago-ignore analysis:invalid-operand
         if ($this->minSize !== null && $this->minSize <= 0) {
             throw new InvalidArgumentException('Minimum batch size must be greater than 0, given: ' . $this->minSize);
         }
     }
 
     /**
-     * @return \Generator<int, Rows, mixed, mixed>
+     * @return Generator<int, Rows, Signal|null, void>
      */
     public function extract(FlowContext $context): Generator
     {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/BatchExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/BatchExtractor.php
index 87d814233f..9c02edf9ee 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/BatchExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/BatchExtractor.php
@@ -20,7 +20,7 @@ public function __construct(
     ) {}
 
     /**
-     * @return \Generator<int, Rows, mixed, mixed>
+     * @return Generator<int, Rows, Signal|null, void>
      */
     public function extract(FlowContext $context): Generator
     {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/CacheExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/CacheExtractor.php
index d45fe80429..e70142e145 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/CacheExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/CacheExtractor.php
@@ -20,6 +20,9 @@ public function __construct(
         private readonly string $id,
     ) {}
 
+    /**
+     * @return Generator<int, Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         if (!$context->cache()->has($this->id)) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/ChainExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/ChainExtractor.php
index 284f5b0d1d..e985a10400 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/ChainExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/ChainExtractor.php
@@ -22,7 +22,7 @@ public function __construct(Extractor ...$extractors)
     }
 
     /**
-     * @return \Generator<int, Rows, mixed, mixed>
+     * @return Generator<int, Rows, Signal|null, void>
      */
     public function extract(FlowContext $context): Generator
     {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/DataFrameExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/DataFrameExtractor.php
index df69aeec58..56d03b4015 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/DataFrameExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/DataFrameExtractor.php
@@ -15,6 +15,9 @@ public function __construct(
         private DataFrame $dataFrame,
     ) {}
 
+    /**
+     * @return Generator<int, \Flow\ETL\Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         foreach ($this->dataFrame->get() as $rows) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/FileExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/FileExtractor.php
index 45dde6b8a7..0140e788d6 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/FileExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/FileExtractor.php
@@ -13,5 +13,5 @@ public function filter(): Filter;
 
     public function source(): Path;
 
-    public function withPathFilter(Filter $filter): self;
+    public function withPathFilter(Filter $filter): static;
 }
diff --git a/src/core/etl/src/Flow/ETL/Extractor/FilesExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/FilesExtractor.php
index d91a9efb41..9f4b43e13e 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/FilesExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/FilesExtractor.php
@@ -20,6 +20,9 @@ public function __construct(
         private readonly Path $path,
     ) {}
 
+    /**
+     * @return Generator<int, \Flow\ETL\Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         foreach ($context->filesystem($this->path)->list($this->path, $this->filter()) as $fileStatus) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/GeneratorExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/GeneratorExtractor.php
index e7fc6876b1..eaf4f5c3bf 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/GeneratorExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/GeneratorExtractor.php
@@ -23,12 +23,14 @@ public function __construct(
     ) {}
 
     /**
-     * @return \Generator<int, Rows, mixed, mixed>
+     * @return Generator<int, Rows, Signal|null, void>
      */
     public function extract(FlowContext $context): Generator
     {
         foreach ($this->rows as $row) {
+            // @mago-ignore analysis:impossible-condition
             if (!$row instanceof Rows) {
+                // @mago-ignore analysis:invalid-class-string-expression,invalid-operand
                 throw new InvalidArgumentException('Passed generator can contain only Rows class instances, given: '
                 . $row::class);
             }
diff --git a/src/core/etl/src/Flow/ETL/Extractor/MemoryExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/MemoryExtractor.php
index 7022aa2f79..461a43a1cb 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/MemoryExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/MemoryExtractor.php
@@ -20,6 +20,9 @@ public function __construct(
         private Memory $memory,
     ) {}
 
+    /**
+     * @return Generator<int, \Flow\ETL\Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         foreach ($this->memory->dump() as $row) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/PathFiltering.php b/src/core/etl/src/Flow/ETL/Extractor/PathFiltering.php
index 5094a5e577..d8a76bc78d 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/PathFiltering.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/PathFiltering.php
@@ -17,7 +17,7 @@ public function filter(): Filter
         return $this->filter ?? new OnlyFiles();
     }
 
-    public function withPathFilter(Filter $filter): self
+    public function withPathFilter(Filter $filter): static
     {
         if ($this->filter === null) {
             $this->filter = $filter;
diff --git a/src/core/etl/src/Flow/ETL/Extractor/PathPartitionsExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/PathPartitionsExtractor.php
index e2414df440..86a0ef5571 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/PathPartitionsExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/PathPartitionsExtractor.php
@@ -29,6 +29,9 @@ public function __construct(
         private readonly Path $path,
     ) {}
 
+    /**
+     * @return Generator<int, \Flow\ETL\Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         foreach ($context->filesystem($this->path)->list($this->path, $this->filter()) as $fileStatus) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/PipelineExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/PipelineExtractor.php
index 98a396ff3b..b052f3ee03 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/PipelineExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/PipelineExtractor.php
@@ -17,9 +17,7 @@ public function __construct(
     ) {}
 
     /**
-     * @param FlowContext $context
-     *
-     * @return \Generator<Rows>
+     * @return Generator<int, Rows, Signal|null, void>
      */
     public function extract(FlowContext $context): Generator
     {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/RowsExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/RowsExtractor.php
index 4daa353e1c..73183db630 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/RowsExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/RowsExtractor.php
@@ -24,6 +24,9 @@ public function __construct(Rows ...$rows)
         $this->rows = $rows;
     }
 
+    /**
+     * @return Generator<int, Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         foreach ($this->rows as $rows) {
diff --git a/src/core/etl/src/Flow/ETL/Extractor/SequenceExtractor.php b/src/core/etl/src/Flow/ETL/Extractor/SequenceExtractor.php
index 495cb10f75..48f55b655a 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/SequenceExtractor.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/SequenceExtractor.php
@@ -18,6 +18,9 @@ public function __construct(
         private string $entryName = 'entry',
     ) {}
 
+    /**
+     * @return Generator<int, Rows, Signal|null, void>
+     */
     public function extract(FlowContext $context): Generator
     {
         /** @var mixed $item */
diff --git a/src/core/etl/src/Flow/ETL/Extractor/SequenceGenerator/DatePeriodSequenceGenerator.php b/src/core/etl/src/Flow/ETL/Extractor/SequenceGenerator/DatePeriodSequenceGenerator.php
index e9fb155c61..0e98a60a2e 100644
--- a/src/core/etl/src/Flow/ETL/Extractor/SequenceGenerator/DatePeriodSequenceGenerator.php
+++ b/src/core/etl/src/Flow/ETL/Extractor/SequenceGenerator/DatePeriodSequenceGenerator.php
@@ -18,6 +18,7 @@ public function __construct(
 
     public function generate(): Generator
     {
+        // @mago-ignore analysis:mixed-assignment
         foreach ($this->period->getIterator() as $item) {
             yield $item;
         }
diff --git a/src/core/etl/src/Flow/ETL/Filesystem/FilesystemStreams.php b/src/core/etl/src/Flow/ETL/Filesystem/FilesystemStreams.php
index 46b7e99c45..aa70f7a1aa 100644
--- a/src/core/etl/src/Flow/ETL/Filesystem/FilesystemStreams.php
+++ b/src/core/etl/src/Flow/ETL/Filesystem/FilesystemStreams.php
@@ -63,6 +63,7 @@ public function closeStreams(Path $path): void
 
                             $partitionFilesPattern = path(
                                 $fileStream->path()->parentDirectory()->uri() . '/' . $filename . '*.'
+                                    // @mago-ignore analysis:possibly-false-operand
                                     . $fileStream->path()->extension(),
                                 $fileStream->path()->options(),
                             );
diff --git a/src/core/etl/src/Flow/ETL/Filesystem/ScalarFunctionFilter.php b/src/core/etl/src/Flow/ETL/Filesystem/ScalarFunctionFilter.php
index c7fc8f775b..47c04391f6 100644
--- a/src/core/etl/src/Flow/ETL/Filesystem/ScalarFunctionFilter.php
+++ b/src/core/etl/src/Flow/ETL/Filesystem/ScalarFunctionFilter.php
@@ -26,6 +26,7 @@ public function __construct(
 
     public function accept(FileStatus $status): bool
     {
+        // @mago-ignore analysis:mixed-operand
         return (bool) $this->function->eval(
             row(...array_map(fn(Partition $partition) => $this->entryFactory->create(
                 $partition->name,
diff --git a/src/core/etl/src/Flow/ETL/Formatter/ASCII/ASCIIValue.php b/src/core/etl/src/Flow/ETL/Formatter/ASCII/ASCIIValue.php
index 1bcf44df19..53e13f7a30 100644
--- a/src/core/etl/src/Flow/ETL/Formatter/ASCII/ASCIIValue.php
+++ b/src/core/etl/src/Flow/ETL/Formatter/ASCII/ASCIIValue.php
@@ -10,8 +10,10 @@
 use JsonException;
 
 use function floor;
-use function gettype;
+use function is_bool;
+use function is_float;
 use function is_int;
+use function is_string;
 use function json_encode;
 use function mb_strlen;
 use function mb_substr;
@@ -125,11 +127,11 @@ private function stringValue(): string
                     return $this->stringValue;
                 }
 
-                $this->stringValue = match (gettype($val)) {
-                    'string' => $val,
-                    'boolean' => $val ? 'true' : 'false',
-                    'double', 'integer' => (string) $val,
-                    'array' => json_encode($val, JSON_THROW_ON_ERROR),
+                $this->stringValue = match (true) {
+                    is_string($val) => $val,
+                    is_bool($val) => $val ? 'true' : 'false',
+                    is_int($val), is_float($val) => (string) $val,
+                    default => json_encode($val, JSON_THROW_ON_ERROR),
                 };
             } catch (JsonException) {
                 $this->stringValue = '{...}';
diff --git a/src/core/etl/src/Flow/ETL/Function/ArrayFilter.php b/src/core/etl/src/Flow/ETL/Function/ArrayFilter.php
index 26d9f82534..e4dfbe4ba3 100644
--- a/src/core/etl/src/Flow/ETL/Function/ArrayFilter.php
+++ b/src/core/etl/src/Flow/ETL/Function/ArrayFilter.php
@@ -13,7 +13,7 @@
 final class ArrayFilter extends ScalarFunctionChain
 {
     /**
-     * @param array<array-key, mixed> $array
+     * @param ScalarFunction|array<array-key, mixed> $array
      */
     public function __construct(
         private readonly ScalarFunction|array $array,
diff --git a/src/core/etl/src/Flow/ETL/Function/ArrayGetCollection.php b/src/core/etl/src/Flow/ETL/Function/ArrayGetCollection.php
index 3287f4a61a..0fef6fec37 100644
--- a/src/core/etl/src/Flow/ETL/Function/ArrayGetCollection.php
+++ b/src/core/etl/src/Flow/ETL/Function/ArrayGetCollection.php
@@ -21,7 +21,7 @@
 final class ArrayGetCollection extends ScalarFunctionChain
 {
     /**
-     * @param array<array-key, mixed> $keys
+     * @param ScalarFunction|array<array-key, mixed> $keys
      */
     public function __construct(
         private readonly ScalarFunction $ref,
@@ -30,7 +30,7 @@ public function __construct(
     ) {}
 
     /**
-     * @param array<string> $keys
+     * @param ScalarFunction|array<string> $keys
      */
     public static function fromFirst(ScalarFunction $ref, ScalarFunction|array $keys): self
     {
@@ -67,6 +67,7 @@ public function eval(Row $row, FlowContext $context): mixed
             try {
                 $array = $index === '0' ? array_values($value) : $value;
 
+                // @mago-ignore analysis:mixed-assignment
                 $extractedValues = array_dot_get($array, $path);
             } catch (InvalidPathException $e) {
                 return $context
diff --git a/src/core/etl/src/Flow/ETL/Function/ArrayKeep.php b/src/core/etl/src/Flow/ETL/Function/ArrayKeep.php
index 6556926934..f99b920386 100644
--- a/src/core/etl/src/Flow/ETL/Function/ArrayKeep.php
+++ b/src/core/etl/src/Flow/ETL/Function/ArrayKeep.php
@@ -13,7 +13,7 @@
 final class ArrayKeep extends ScalarFunctionChain
 {
     /**
-     * @param array<array-key, mixed> $array
+     * @param ScalarFunction|array<array-key, mixed> $array
      */
     public function __construct(
         private readonly ScalarFunction|array $array,
diff --git a/src/core/etl/src/Flow/ETL/Function/ArrayMergeCollection.php b/src/core/etl/src/Flow/ETL/Function/ArrayMergeCollection.php
index 1305a92881..beee3230e0 100644
--- a/src/core/etl/src/Flow/ETL/Function/ArrayMergeCollection.php
+++ b/src/core/etl/src/Flow/ETL/Function/ArrayMergeCollection.php
@@ -34,6 +34,7 @@ public function eval(Row $row, FlowContext $context): mixed
                 ->invalidResult(new InvalidArgumentException('ArrayMergeCollection function requires non-null array'));
         }
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($array as $element) {
             if (!is_array($element)) {
                 return $context
diff --git a/src/core/etl/src/Flow/ETL/Function/ArrayUnpack.php b/src/core/etl/src/Flow/ETL/Function/ArrayUnpack.php
index 253c968762..ca654c80c3 100644
--- a/src/core/etl/src/Flow/ETL/Function/ArrayUnpack.php
+++ b/src/core/etl/src/Flow/ETL/Function/ArrayUnpack.php
@@ -43,10 +43,7 @@ public function eval(Row $row, FlowContext $context): array
 
         $values = [];
 
-        /**
-         * @var int|string $key
-         * @var mixed $value
-         */
+        // @mago-ignore analysis:mixed-assignment
         foreach ($array as $key => $value) {
             $entryName = (string) $key;
 
diff --git a/src/core/etl/src/Flow/ETL/Function/Average.php b/src/core/etl/src/Flow/ETL/Function/Average.php
index f2691ae1c1..d404adea22 100644
--- a/src/core/etl/src/Flow/ETL/Function/Average.php
+++ b/src/core/etl/src/Flow/ETL/Function/Average.php
@@ -46,6 +46,7 @@ public function aggregate(Row $row, FlowContext $context): void
             $value = $row->valueOf($this->ref);
 
             if (is_numeric($value)) {
+                // @mago-ignore analysis:possibly-invalid-argument
                 $this->sum = (new Calculator())->add($this->sum, $value);
                 $this->count++;
             }
@@ -65,6 +66,7 @@ public function apply(Row $row, Rows $partition, FlowContext $context): mixed
                 $value = $partitionRow->valueOf($this->ref);
 
                 if (is_numeric($value)) {
+                    // @mago-ignore analysis:possibly-invalid-argument
                     $sum = (new Calculator())->add($sum, $value);
                     $count++;
                 }
diff --git a/src/core/etl/src/Flow/ETL/Function/Between.php b/src/core/etl/src/Flow/ETL/Function/Between.php
index d52d3d824c..cac44f1a55 100644
--- a/src/core/etl/src/Flow/ETL/Function/Between.php
+++ b/src/core/etl/src/Flow/ETL/Function/Between.php
@@ -20,9 +20,6 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): mixed
     {
-        $value = (new Parameter($this->value))->eval($row, $context);
-        $lowerBound = (new Parameter($this->lowerBoundRef))->eval($row, $context);
-        $upperBound = (new Parameter($this->upperBoundRef))->eval($row, $context);
         $boundary = (new Parameter($this->boundary))->asEnum($row, $context, Boundary::class);
 
         if (!$boundary instanceof Boundary) {
@@ -31,6 +28,10 @@ public function eval(Row $row, FlowContext $context): mixed
                 ->invalidResult(new InvalidArgumentException('Between function requires valid boundary'));
         }
 
-        return $boundary->compare($value, $lowerBound, $upperBound);
+        return $boundary->compare(
+            (new Parameter($this->value))->eval($row, $context),
+            (new Parameter($this->lowerBoundRef))->eval($row, $context),
+            (new Parameter($this->upperBoundRef))->eval($row, $context),
+        );
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/Between/Boundary.php b/src/core/etl/src/Flow/ETL/Function/Between/Boundary.php
index 11021884f1..6983fcc5c5 100644
--- a/src/core/etl/src/Flow/ETL/Function/Between/Boundary.php
+++ b/src/core/etl/src/Flow/ETL/Function/Between/Boundary.php
@@ -4,6 +4,15 @@
 
 namespace Flow\ETL\Function\Between;
 
+use DateInterval;
+use DateTimeInterface;
+use Flow\ETL\Exception\InvalidArgumentException;
+
+use function is_array;
+use function is_bool;
+use function is_numeric;
+use function is_string;
+
 enum Boundary
 {
     case EXCLUSIVE;
@@ -13,11 +22,74 @@ enum Boundary
 
     public function compare(mixed $value, mixed $lowerBound, mixed $upperbound): bool
     {
-        return match ($this) {
-            self::INCLUSIVE => $value >= $lowerBound && $value <= $upperbound,
-            self::EXCLUSIVE => $value > $lowerBound && $value < $upperbound,
-            self::LEFT_INCLUSIVE => $value >= $lowerBound && $value < $upperbound,
-            self::RIGHT_INCLUSIVE => $value > $lowerBound && $value <= $upperbound,
-        };
+        if (is_numeric($value) && is_numeric($lowerBound) && is_numeric($upperbound)) {
+            $v = (float) $value;
+            $l = (float) $lowerBound;
+            $u = (float) $upperbound;
+
+            return match ($this) {
+                self::INCLUSIVE => $v >= $l && $v <= $u,
+                self::EXCLUSIVE => $v > $l && $v < $u,
+                self::LEFT_INCLUSIVE => $v >= $l && $v < $u,
+                self::RIGHT_INCLUSIVE => $v > $l && $v <= $u,
+            };
+        }
+
+        if (is_string($value) && is_string($lowerBound) && is_string($upperbound)) {
+            return match ($this) {
+                self::INCLUSIVE => $value >= $lowerBound && $value <= $upperbound,
+                self::EXCLUSIVE => $value > $lowerBound && $value < $upperbound,
+                self::LEFT_INCLUSIVE => $value >= $lowerBound && $value < $upperbound,
+                self::RIGHT_INCLUSIVE => $value > $lowerBound && $value <= $upperbound,
+            };
+        }
+
+        if (
+            $value instanceof DateTimeInterface
+            && $lowerBound instanceof DateTimeInterface
+            && $upperbound instanceof DateTimeInterface
+        ) {
+            return match ($this) {
+                self::INCLUSIVE => $value >= $lowerBound && $value <= $upperbound,
+                self::EXCLUSIVE => $value > $lowerBound && $value < $upperbound,
+                self::LEFT_INCLUSIVE => $value >= $lowerBound && $value < $upperbound,
+                self::RIGHT_INCLUSIVE => $value > $lowerBound && $value <= $upperbound,
+            };
+        }
+
+        if (
+            $value instanceof DateInterval
+            && $lowerBound instanceof DateInterval
+            && $upperbound instanceof DateInterval
+        ) {
+            return match ($this) {
+                self::INCLUSIVE => $value >= $lowerBound && $value <= $upperbound,
+                self::EXCLUSIVE => $value > $lowerBound && $value < $upperbound,
+                self::LEFT_INCLUSIVE => $value >= $lowerBound && $value < $upperbound,
+                self::RIGHT_INCLUSIVE => $value > $lowerBound && $value <= $upperbound,
+            };
+        }
+
+        if (is_bool($value) && is_bool($lowerBound) && is_bool($upperbound)) {
+            return match ($this) {
+                self::INCLUSIVE => $value >= $lowerBound && $value <= $upperbound,
+                self::EXCLUSIVE => $value > $lowerBound && $value < $upperbound,
+                self::LEFT_INCLUSIVE => $value >= $lowerBound && $value < $upperbound,
+                self::RIGHT_INCLUSIVE => $value > $lowerBound && $value <= $upperbound,
+            };
+        }
+
+        if (is_array($value) && is_array($lowerBound) && is_array($upperbound)) {
+            return match ($this) {
+                self::INCLUSIVE => $value >= $lowerBound && $value <= $upperbound,
+                self::EXCLUSIVE => $value > $lowerBound && $value < $upperbound,
+                self::LEFT_INCLUSIVE => $value >= $lowerBound && $value < $upperbound,
+                self::RIGHT_INCLUSIVE => $value > $lowerBound && $value <= $upperbound,
+            };
+        }
+
+        throw new InvalidArgumentException(
+            'Boundary::compare requires value, lowerBound and upperBound to be of a comparable type (numeric, string, DateTimeInterface, DateInterval, bool, or array).',
+        );
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/CallUserFunc.php b/src/core/etl/src/Flow/ETL/Function/CallUserFunc.php
index 76e3543885..c3e8c43de2 100644
--- a/src/core/etl/src/Flow/ETL/Function/CallUserFunc.php
+++ b/src/core/etl/src/Flow/ETL/Function/CallUserFunc.php
@@ -45,6 +45,7 @@ public function eval(Row $row, FlowContext $context): mixed
 
         $parameters = [];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($this->parameters as $key => $parameter) {
             $parameters[$key] = (new Parameter($parameter))->eval($row, $context);
         }
diff --git a/src/core/etl/src/Flow/ETL/Function/Cast.php b/src/core/etl/src/Flow/ETL/Function/Cast.php
index 48d5b3eb3c..f0a93cbe97 100644
--- a/src/core/etl/src/Flow/ETL/Function/Cast.php
+++ b/src/core/etl/src/Flow/ETL/Function/Cast.php
@@ -25,7 +25,8 @@
 use function Flow\Types\DSL\type_string;
 use function Flow\Types\DSL\type_time_zone;
 use function Flow\Types\DSL\type_xml;
-use function gettype;
+use function is_int;
+use function is_string;
 use function json_encode;
 use function mb_strtolower;
 
@@ -60,17 +61,13 @@ public function eval(Row $row, FlowContext $context): ?ScalarResult
             return new ScalarResult($type->cast($value), $type);
         }
 
-        /** @var string $type */
         try {
             $result = match (mb_strtolower($type)) {
                 'datetime' => new ScalarResult(type_datetime()->cast($value), type_datetime()),
-                'date' => new ScalarResult(match (gettype($value)) {
-                    'string' => (new DateTimeImmutable($value))->setTime(0, 0, 0, 0),
-                    'integer' => DateTimeImmutable::createFromFormat('U', (string) $value),
-                    'object' => match ($value::class) {
-                        DateTime::class, DateTimeImmutable::class => $value->setTime(0, 0, 0, 0),
-                        default => null,
-                    },
+                'date' => new ScalarResult(match (true) {
+                    is_string($value) => (new DateTimeImmutable($value))->setTime(0, 0, 0, 0),
+                    is_int($value) => DateTimeImmutable::createFromFormat('U', (string) $value),
+                    $value instanceof DateTime, $value instanceof DateTimeImmutable => $value->setTime(0, 0, 0, 0),
                     default => null,
                 }, type_date()),
                 'timezone' => new ScalarResult(type_time_zone()->cast($value), type_time_zone()),
diff --git a/src/core/etl/src/Flow/ETL/Function/Chunk.php b/src/core/etl/src/Flow/ETL/Function/Chunk.php
index 10fb9f6472..54a6183508 100644
--- a/src/core/etl/src/Flow/ETL/Function/Chunk.php
+++ b/src/core/etl/src/Flow/ETL/Function/Chunk.php
@@ -7,6 +7,7 @@
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
+use Symfony\Component\String\AbstractString;
 
 use function Symfony\Component\String\s;
 
@@ -41,6 +42,9 @@ public function eval(Row $row, FlowContext $context): ?array
 
         $chunks = s($value)->chunk($size);
 
-        return array_map(static fn($chunk) => $chunk->toString(), iterator_to_array($chunks));
+        return array_map(
+            static fn(AbstractString $chunk): string => $chunk->toString(),
+            iterator_to_array($chunks, false),
+        );
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/Concat.php b/src/core/etl/src/Flow/ETL/Function/Concat.php
index f57864c55a..c9c878db9b 100644
--- a/src/core/etl/src/Flow/ETL/Function/Concat.php
+++ b/src/core/etl/src/Flow/ETL/Function/Concat.php
@@ -34,6 +34,7 @@ public function eval(Row $row, FlowContext $context): string
                 ? $value
                 : type_optional(type_string())->cast((new Parameter($value))->eval($row, $context));
 
+            // @mago-ignore analysis:redundant-condition,redundant-type-comparison
             if (is_string($value)) {
                 $concatValues[] = $value;
             }
diff --git a/src/core/etl/src/Flow/ETL/Function/ConcatWithSeparator.php b/src/core/etl/src/Flow/ETL/Function/ConcatWithSeparator.php
index 5623b2d76f..def675dda1 100644
--- a/src/core/etl/src/Flow/ETL/Function/ConcatWithSeparator.php
+++ b/src/core/etl/src/Flow/ETL/Function/ConcatWithSeparator.php
@@ -56,6 +56,7 @@ public function eval(Row $row, FlowContext $context): mixed
             } else {
                 $value = is_string($value) ? $value : type_optional(type_string())->cast($value);
 
+                // @mago-ignore analysis:redundant-condition,redundant-type-comparison
                 if (is_string($value)) {
                     $concatValues[] = $value;
                 }
diff --git a/src/core/etl/src/Flow/ETL/Function/Contains.php b/src/core/etl/src/Flow/ETL/Function/Contains.php
index 5e69eef7a2..911ecde19f 100644
--- a/src/core/etl/src/Flow/ETL/Function/Contains.php
+++ b/src/core/etl/src/Flow/ETL/Function/Contains.php
@@ -11,7 +11,6 @@
 use function Flow\Types\DSL\type_array;
 use function Flow\Types\DSL\type_string;
 use function in_array;
-use function is_array;
 use function is_string;
 use function str_contains;
 
@@ -41,14 +40,6 @@ public function eval(Row $row, FlowContext $context): bool
             return str_contains($haystack, $needle);
         }
 
-        if (is_array($haystack)) {
-            return in_array($needle, $haystack, true);
-        }
-
-        $context
-            ->functions()
-            ->invalidResult(new InvalidArgumentException('Contains function requires haystack to be string or array'));
-
-        return false;
+        return in_array($needle, $haystack, true);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/Count.php b/src/core/etl/src/Flow/ETL/Function/Count.php
index ac18f643ad..52e585ef3c 100644
--- a/src/core/etl/src/Flow/ETL/Function/Count.php
+++ b/src/core/etl/src/Flow/ETL/Function/Count.php
@@ -43,18 +43,20 @@ public function aggregate(Row $row, FlowContext $context): void
 
     public function apply(Row $row, Rows $partition, FlowContext $context): mixed
     {
-        if ($this->ref === null) {
+        $ref = $this->ref;
+
+        if ($ref === null) {
             throw new RuntimeException('Count WindowFunction function requires a reference.');
         }
 
         $count = 0;
 
         try {
-            $value = $row->valueOf($this->ref);
+            $value = $row->valueOf($ref);
 
             foreach ($partition->sortBy(...$this->window()->order()) as $partitionRow) {
                 try {
-                    $partitionValue = $partitionRow->valueOf($this->ref);
+                    $partitionValue = $partitionRow->valueOf($ref);
 
                     if ($partitionValue === $value) {
                         $count++;
diff --git a/src/core/etl/src/Flow/ETL/Function/DOMElementAttributeValue.php b/src/core/etl/src/Flow/ETL/Function/DOMElementAttributeValue.php
index 589f72f40b..60faca5576 100644
--- a/src/core/etl/src/Flow/ETL/Function/DOMElementAttributeValue.php
+++ b/src/core/etl/src/Flow/ETL/Function/DOMElementAttributeValue.php
@@ -63,11 +63,19 @@ public function eval(Row $row, FlowContext $context): ?string
                 );
         }
 
-        if (!$node instanceof DOMNode && !$node instanceof HTMLElement || !$node->hasAttributes()) {
+        if (!$node instanceof DOMNode && !$node instanceof HTMLElement) {
             return null;
         }
 
-        if (!($namedItem = $node->attributes->getNamedItem($attributeName))) {
+        $attributes = $node->attributes;
+
+        if ($attributes === null) {
+            return null;
+        }
+
+        $namedItem = $attributes->getNamedItem($attributeName);
+
+        if ($namedItem === null) {
             return null;
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Function/DOMElementAttributesCount.php b/src/core/etl/src/Flow/ETL/Function/DOMElementAttributesCount.php
index b1ffd1ed5b..16c8c3e881 100644
--- a/src/core/etl/src/Flow/ETL/Function/DOMElementAttributesCount.php
+++ b/src/core/etl/src/Flow/ETL/Function/DOMElementAttributesCount.php
@@ -38,10 +38,6 @@ public function eval(Row $row, FlowContext $context): ?int
                 ->invalidResult(new InvalidArgumentException('DOMElementAttributesCount requires non-null DOMElement'));
         }
 
-        if (!$domElement->hasAttributes()) {
-            return 0;
-        }
-
-        return $domElement->attributes->length;
+        return $domElement->attributes->length ?? 0;
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/DOMElementNextSibling.php b/src/core/etl/src/Flow/ETL/Function/DOMElementNextSibling.php
index eb40cf3e0b..a5cd1bfdc0 100644
--- a/src/core/etl/src/Flow/ETL/Function/DOMElementNextSibling.php
+++ b/src/core/etl/src/Flow/ETL/Function/DOMElementNextSibling.php
@@ -51,6 +51,7 @@ public function eval(Row $row, FlowContext $context): DOMNode|CharacterData|HTML
                     );
             }
 
+            // @mago-ignore analysis:impossible-condition
             if ($node instanceof CharacterData) {
                 return $context
                     ->functions()
@@ -64,6 +65,7 @@ public function eval(Row $row, FlowContext $context): DOMNode|CharacterData|HTML
             return $node->nextElementSibling;
         }
 
+        // @mago-ignore analysis:less-specific-return-statement,possibly-null-property-access
         /* @phpstan-ignore-next-line */
         return $node->nextSibling;
     }
diff --git a/src/core/etl/src/Flow/ETL/Function/DOMElementParent.php b/src/core/etl/src/Flow/ETL/Function/DOMElementParent.php
index dbed7f3416..fb489e86ca 100644
--- a/src/core/etl/src/Flow/ETL/Function/DOMElementParent.php
+++ b/src/core/etl/src/Flow/ETL/Function/DOMElementParent.php
@@ -45,6 +45,7 @@ public function eval(Row $row, FlowContext $context): DOMNode|HTMLElement|null
         }
 
         if ($node instanceof HTMLElement) {
+            // @mago-ignore analysis:less-specific-return-statement
             return $node->parentElement;
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Function/DOMElementPreviousSibling.php b/src/core/etl/src/Flow/ETL/Function/DOMElementPreviousSibling.php
index 752bd7b15d..a590c07f47 100644
--- a/src/core/etl/src/Flow/ETL/Function/DOMElementPreviousSibling.php
+++ b/src/core/etl/src/Flow/ETL/Function/DOMElementPreviousSibling.php
@@ -51,6 +51,7 @@ public function eval(Row $row, FlowContext $context): DOMNode|CharacterData|HTML
                     );
             }
 
+            // @mago-ignore analysis:impossible-condition
             if ($node instanceof CharacterData) {
                 return $context
                     ->functions()
@@ -64,6 +65,7 @@ public function eval(Row $row, FlowContext $context): DOMNode|CharacterData|HTML
             return $node->previousElementSibling;
         }
 
+        // @mago-ignore analysis:less-specific-return-statement,possibly-null-property-access
         /* @phpstan-ignore-next-line */
         return $node->previousSibling;
     }
diff --git a/src/core/etl/src/Flow/ETL/Function/DenseRank.php b/src/core/etl/src/Flow/ETL/Function/DenseRank.php
index 8b9e1d59f6..258ac45e60 100644
--- a/src/core/etl/src/Flow/ETL/Function/DenseRank.php
+++ b/src/core/etl/src/Flow/ETL/Function/DenseRank.php
@@ -4,6 +4,8 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\RuntimeException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
@@ -13,6 +15,9 @@
 
 use function count;
 use function in_array;
+use function is_array;
+use function is_numeric;
+use function is_string;
 
 final class DenseRank implements WindowFunction
 {
@@ -44,11 +49,23 @@ public function apply(Row $row, Rows $partition, FlowContext $context): mixed
         foreach ($partition->sortBy(...$orderBy) as $partitionRow) {
             $partitionValue = $partitionRow->valueOf($orderBy[0]->name());
 
-            if ($value < $partitionValue) {
-                if (!in_array($partitionValue, $countedValues, true)) {
-                    $rank++;
-                    $countedValues[] = $partitionValue;
-                }
+            $isLess = false;
+
+            if (is_numeric($value) && is_numeric($partitionValue)) {
+                $isLess = (float) $value < (float) $partitionValue;
+            } elseif (is_string($value) && is_string($partitionValue)) {
+                $isLess = $value < $partitionValue;
+            } elseif ($value instanceof DateTimeInterface && $partitionValue instanceof DateTimeInterface) {
+                $isLess = $value < $partitionValue;
+            } elseif ($value instanceof DateInterval && $partitionValue instanceof DateInterval) {
+                $isLess = $value < $partitionValue;
+            } elseif (is_array($value) && is_array($partitionValue)) {
+                $isLess = $value < $partitionValue;
+            }
+
+            if ($isLess && !in_array($partitionValue, $countedValues, true)) {
+                $rank++;
+                $countedValues[] = $partitionValue;
             }
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Function/Equals.php b/src/core/etl/src/Flow/ETL/Function/Equals.php
index 74a5113f57..8246289fc6 100644
--- a/src/core/etl/src/Flow/ETL/Function/Equals.php
+++ b/src/core/etl/src/Flow/ETL/Function/Equals.php
@@ -4,9 +4,21 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
+use Flow\Types\Type\Logical\DateTimeType;
+use Flow\Types\Type\Logical\DateType;
+use Flow\Types\Type\Logical\JsonType;
+use Flow\Types\Type\Logical\TimeType;
+use Flow\Types\Type\Native\BooleanType;
+use Flow\Types\Type\Native\EnumType;
+use Flow\Types\Type\Native\FloatType;
+use Flow\Types\Type\Native\IntegerType;
+use Flow\Types\Type\Native\StringType;
 use Flow\Types\Type\ValueComparator;
+use UnitEnum;
 
 final class Equals extends ScalarFunctionChain
 {
@@ -17,13 +29,77 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): bool
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $leftParam = new Parameter($this->left);
+        $rightParam = new Parameter($this->right);
+
+        $leftType = $leftParam->asType($row, $context);
+        $rightType = $rightParam->asType($row, $context);
 
         (new ValueComparator())->assertComparableTypes($leftType, $rightType, '==');
 
-        return $left == $right;
+        if (
+            $leftType instanceof IntegerType
+            || $leftType instanceof FloatType
+            || $rightType instanceof IntegerType
+            || $rightType instanceof FloatType
+        ) {
+            $left = $leftParam->asNumber($row, $context);
+            $right = $rightParam->asNumber($row, $context);
+
+            if ($left === null || $right === null) {
+                return $left === $right;
+            }
+
+            return $left == $right;
+        }
+
+        if ($leftType instanceof StringType || $leftType instanceof JsonType) {
+            $left = $leftParam->asString($row, $context);
+            $right = $rightParam->asString($row, $context);
+
+            if ($left === null || $right === null) {
+                return $left === $right;
+            }
+
+            return $left === $right;
+        }
+
+        if ($leftType instanceof BooleanType) {
+            return $leftParam->asBoolean($row, $context) === $rightParam->asBoolean($row, $context);
+        }
+
+        if ($leftType instanceof DateTimeType || $leftType instanceof DateType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateTimeInterface::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateTimeInterface::class);
+
+            if ($left === null || $right === null) {
+                return $left === $right;
+            }
+
+            return $left == $right;
+        }
+
+        if ($leftType instanceof TimeType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateInterval::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateInterval::class);
+
+            if ($left === null || $right === null) {
+                return $left === $right;
+            }
+
+            return $left == $right;
+        }
+
+        if ($leftType instanceof EnumType) {
+            return (
+                $leftParam->asEnum($row, $context, UnitEnum::class) === $rightParam->asEnum(
+                    $row,
+                    $context,
+                    UnitEnum::class,
+                )
+            );
+        }
+
+        return $leftParam->asArray($row, $context) === $rightParam->asArray($row, $context);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/GreaterThan.php b/src/core/etl/src/Flow/ETL/Function/GreaterThan.php
index e6396c88fc..07552a23e9 100644
--- a/src/core/etl/src/Flow/ETL/Function/GreaterThan.php
+++ b/src/core/etl/src/Flow/ETL/Function/GreaterThan.php
@@ -4,9 +4,18 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
+use Flow\Types\Type\Logical\DateTimeType;
+use Flow\Types\Type\Logical\DateType;
+use Flow\Types\Type\Logical\JsonType;
+use Flow\Types\Type\Logical\TimeType;
+use Flow\Types\Type\Native\FloatType;
+use Flow\Types\Type\Native\IntegerType;
+use Flow\Types\Type\Native\StringType;
 use Flow\Types\Type\ValueComparator;
 
 final class GreaterThan extends ScalarFunctionChain
@@ -18,13 +27,74 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): mixed
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $leftParam = new Parameter($this->left);
+        $rightParam = new Parameter($this->right);
+
+        $leftType = $leftParam->asType($row, $context);
+        $rightType = $rightParam->asType($row, $context);
 
         (new ValueComparator())->assertComparableTypes($leftType, $rightType, '>');
 
+        if (
+            $leftType instanceof IntegerType
+            || $leftType instanceof FloatType
+            || $rightType instanceof IntegerType
+            || $rightType instanceof FloatType
+        ) {
+            $left = $leftParam->asNumber($row, $context);
+            $right = $rightParam->asNumber($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThan function requires non-null values'));
+            }
+
+            return $left > $right;
+        }
+
+        if ($leftType instanceof StringType || $leftType instanceof JsonType) {
+            $left = $leftParam->asString($row, $context);
+            $right = $rightParam->asString($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThan function requires non-null values'));
+            }
+
+            return $left > $right;
+        }
+
+        if ($leftType instanceof DateTimeType || $leftType instanceof DateType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateTimeInterface::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateTimeInterface::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThan function requires non-null values'));
+            }
+
+            return $left > $right;
+        }
+
+        if ($leftType instanceof TimeType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateInterval::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateInterval::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThan function requires non-null values'));
+            }
+
+            return $left > $right;
+        }
+
+        $left = $leftParam->asArray($row, $context);
+        $right = $rightParam->asArray($row, $context);
+
         if ($left === null || $right === null) {
             return $context
                 ->functions()
diff --git a/src/core/etl/src/Flow/ETL/Function/GreaterThanEqual.php b/src/core/etl/src/Flow/ETL/Function/GreaterThanEqual.php
index 4dcedce821..5cdb876a1c 100644
--- a/src/core/etl/src/Flow/ETL/Function/GreaterThanEqual.php
+++ b/src/core/etl/src/Flow/ETL/Function/GreaterThanEqual.php
@@ -4,9 +4,18 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
+use Flow\Types\Type\Logical\DateTimeType;
+use Flow\Types\Type\Logical\DateType;
+use Flow\Types\Type\Logical\JsonType;
+use Flow\Types\Type\Logical\TimeType;
+use Flow\Types\Type\Native\FloatType;
+use Flow\Types\Type\Native\IntegerType;
+use Flow\Types\Type\Native\StringType;
 use Flow\Types\Type\ValueComparator;
 
 final class GreaterThanEqual extends ScalarFunctionChain
@@ -18,13 +27,74 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): mixed
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $leftParam = new Parameter($this->left);
+        $rightParam = new Parameter($this->right);
+
+        $leftType = $leftParam->asType($row, $context);
+        $rightType = $rightParam->asType($row, $context);
 
         (new ValueComparator())->assertComparableTypes($leftType, $rightType, '>=');
 
+        if (
+            $leftType instanceof IntegerType
+            || $leftType instanceof FloatType
+            || $rightType instanceof IntegerType
+            || $rightType instanceof FloatType
+        ) {
+            $left = $leftParam->asNumber($row, $context);
+            $right = $rightParam->asNumber($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThanEqual function requires non-null values'));
+            }
+
+            return $left >= $right;
+        }
+
+        if ($leftType instanceof StringType || $leftType instanceof JsonType) {
+            $left = $leftParam->asString($row, $context);
+            $right = $rightParam->asString($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThanEqual function requires non-null values'));
+            }
+
+            return $left >= $right;
+        }
+
+        if ($leftType instanceof DateTimeType || $leftType instanceof DateType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateTimeInterface::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateTimeInterface::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThanEqual function requires non-null values'));
+            }
+
+            return $left >= $right;
+        }
+
+        if ($leftType instanceof TimeType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateInterval::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateInterval::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('GreaterThanEqual function requires non-null values'));
+            }
+
+            return $left >= $right;
+        }
+
+        $left = $leftParam->asArray($row, $context);
+        $right = $rightParam->asArray($row, $context);
+
         if ($left === null || $right === null) {
             return $context
                 ->functions()
diff --git a/src/core/etl/src/Flow/ETL/Function/Greatest.php b/src/core/etl/src/Flow/ETL/Function/Greatest.php
index 6734461fe7..f9bdab4745 100644
--- a/src/core/etl/src/Flow/ETL/Function/Greatest.php
+++ b/src/core/etl/src/Flow/ETL/Function/Greatest.php
@@ -25,6 +25,7 @@ public function eval(Row $row, FlowContext $context): mixed
         $extractedValues = [];
         $extractedTypes = [];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($this->values as $value) {
             $extractedValues[] = (new Parameter($value))->eval($row, $context);
             $extractedTypes[] = (new Parameter($value))->asType($row, $context);
diff --git a/src/core/etl/src/Flow/ETL/Function/IsIn.php b/src/core/etl/src/Flow/ETL/Function/IsIn.php
index d44bfd9d48..7cf1b57801 100644
--- a/src/core/etl/src/Flow/ETL/Function/IsIn.php
+++ b/src/core/etl/src/Flow/ETL/Function/IsIn.php
@@ -24,7 +24,6 @@ public function __construct(
     public function eval(Row $row, FlowContext $context): mixed
     {
         $haystack = (new Parameter($this->haystack))->asArray($row, $context);
-        $needle = (new Parameter($this->needle))->eval($row, $context);
 
         if ($haystack === null) {
             return $context
@@ -32,6 +31,6 @@ public function eval(Row $row, FlowContext $context): mixed
                 ->invalidResult(new InvalidArgumentException('IsIn function requires non-null array'));
         }
 
-        return in_array($needle, $haystack, true);
+        return in_array((new Parameter($this->needle))->eval($row, $context), $haystack, true);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/IsType.php b/src/core/etl/src/Flow/ETL/Function/IsType.php
index 6c228e0ef3..8e8eeb14a8 100644
--- a/src/core/etl/src/Flow/ETL/Function/IsType.php
+++ b/src/core/etl/src/Flow/ETL/Function/IsType.php
@@ -35,6 +35,7 @@ public function eval(Row $row, FlowContext $context): bool
         foreach ($this->types as $type) {
             $type = is_string($type) ? TypeFactory::fromString($type) : $type;
 
+            // @mago-ignore analysis:redundant-type-comparison
             if ($type->isValid($value)) {
                 return true;
             }
diff --git a/src/core/etl/src/Flow/ETL/Function/Least.php b/src/core/etl/src/Flow/ETL/Function/Least.php
index 47fdc4ac1e..f00eefbe22 100644
--- a/src/core/etl/src/Flow/ETL/Function/Least.php
+++ b/src/core/etl/src/Flow/ETL/Function/Least.php
@@ -26,6 +26,7 @@ public function eval(Row $row, FlowContext $context): mixed
         $extractedValues = [];
         $extractedTypes = [];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($this->values as $value) {
             $extractedValues[] = (new Parameter($value))->eval($row, $context);
             $extractedTypes[] = (new Parameter($value))->asType($row, $context);
diff --git a/src/core/etl/src/Flow/ETL/Function/LessThan.php b/src/core/etl/src/Flow/ETL/Function/LessThan.php
index c30b116bd7..b5dcafc578 100644
--- a/src/core/etl/src/Flow/ETL/Function/LessThan.php
+++ b/src/core/etl/src/Flow/ETL/Function/LessThan.php
@@ -4,9 +4,18 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
+use Flow\Types\Type\Logical\DateTimeType;
+use Flow\Types\Type\Logical\DateType;
+use Flow\Types\Type\Logical\JsonType;
+use Flow\Types\Type\Logical\TimeType;
+use Flow\Types\Type\Native\FloatType;
+use Flow\Types\Type\Native\IntegerType;
+use Flow\Types\Type\Native\StringType;
 use Flow\Types\Type\ValueComparator;
 
 final class LessThan extends ScalarFunctionChain
@@ -18,13 +27,74 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): mixed
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $leftParam = new Parameter($this->left);
+        $rightParam = new Parameter($this->right);
+
+        $leftType = $leftParam->asType($row, $context);
+        $rightType = $rightParam->asType($row, $context);
 
         (new ValueComparator())->assertComparableTypes($leftType, $rightType, '<');
 
+        if (
+            $leftType instanceof IntegerType
+            || $leftType instanceof FloatType
+            || $rightType instanceof IntegerType
+            || $rightType instanceof FloatType
+        ) {
+            $left = $leftParam->asNumber($row, $context);
+            $right = $rightParam->asNumber($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThan function requires non-null values'));
+            }
+
+            return $left < $right;
+        }
+
+        if ($leftType instanceof StringType || $leftType instanceof JsonType) {
+            $left = $leftParam->asString($row, $context);
+            $right = $rightParam->asString($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThan function requires non-null values'));
+            }
+
+            return $left < $right;
+        }
+
+        if ($leftType instanceof DateTimeType || $leftType instanceof DateType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateTimeInterface::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateTimeInterface::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThan function requires non-null values'));
+            }
+
+            return $left < $right;
+        }
+
+        if ($leftType instanceof TimeType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateInterval::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateInterval::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThan function requires non-null values'));
+            }
+
+            return $left < $right;
+        }
+
+        $left = $leftParam->asArray($row, $context);
+        $right = $rightParam->asArray($row, $context);
+
         if ($left === null || $right === null) {
             return $context
                 ->functions()
diff --git a/src/core/etl/src/Flow/ETL/Function/LessThanEqual.php b/src/core/etl/src/Flow/ETL/Function/LessThanEqual.php
index e6f84f590d..b68b98629e 100644
--- a/src/core/etl/src/Flow/ETL/Function/LessThanEqual.php
+++ b/src/core/etl/src/Flow/ETL/Function/LessThanEqual.php
@@ -4,9 +4,18 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
+use Flow\Types\Type\Logical\DateTimeType;
+use Flow\Types\Type\Logical\DateType;
+use Flow\Types\Type\Logical\JsonType;
+use Flow\Types\Type\Logical\TimeType;
+use Flow\Types\Type\Native\FloatType;
+use Flow\Types\Type\Native\IntegerType;
+use Flow\Types\Type\Native\StringType;
 use Flow\Types\Type\ValueComparator;
 
 final class LessThanEqual extends ScalarFunctionChain
@@ -18,13 +27,74 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): mixed
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $leftParam = new Parameter($this->left);
+        $rightParam = new Parameter($this->right);
+
+        $leftType = $leftParam->asType($row, $context);
+        $rightType = $rightParam->asType($row, $context);
 
         (new ValueComparator())->assertComparableTypes($leftType, $rightType, '<=');
 
+        if (
+            $leftType instanceof IntegerType
+            || $leftType instanceof FloatType
+            || $rightType instanceof IntegerType
+            || $rightType instanceof FloatType
+        ) {
+            $left = $leftParam->asNumber($row, $context);
+            $right = $rightParam->asNumber($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThanEqual function requires non-null values'));
+            }
+
+            return $left <= $right;
+        }
+
+        if ($leftType instanceof StringType || $leftType instanceof JsonType) {
+            $left = $leftParam->asString($row, $context);
+            $right = $rightParam->asString($row, $context);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThanEqual function requires non-null values'));
+            }
+
+            return $left <= $right;
+        }
+
+        if ($leftType instanceof DateTimeType || $leftType instanceof DateType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateTimeInterface::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateTimeInterface::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThanEqual function requires non-null values'));
+            }
+
+            return $left <= $right;
+        }
+
+        if ($leftType instanceof TimeType) {
+            $left = $leftParam->asInstanceOf($row, $context, DateInterval::class);
+            $right = $rightParam->asInstanceOf($row, $context, DateInterval::class);
+
+            if ($left === null || $right === null) {
+                return $context
+                    ->functions()
+                    ->invalidResult(new InvalidArgumentException('LessThanEqual function requires non-null values'));
+            }
+
+            return $left <= $right;
+        }
+
+        $left = $leftParam->asArray($row, $context);
+        $right = $rightParam->asArray($row, $context);
+
         if ($left === null || $right === null) {
             return $context
                 ->functions()
diff --git a/src/core/etl/src/Flow/ETL/Function/NotEquals.php b/src/core/etl/src/Flow/ETL/Function/NotEquals.php
index b5e12bdcd3..5e2d6cb833 100644
--- a/src/core/etl/src/Flow/ETL/Function/NotEquals.php
+++ b/src/core/etl/src/Flow/ETL/Function/NotEquals.php
@@ -6,7 +6,6 @@
 
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
-use Flow\Types\Type\ValueComparator;
 
 final class NotEquals extends ScalarFunctionChain
 {
@@ -17,13 +16,6 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): bool
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
-
-        (new ValueComparator())->assertComparableTypes($leftType, $rightType, '!=');
-
-        return $left != $right;
+        return !(new Equals($this->left, $this->right))->eval($row, $context);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/NotSame.php b/src/core/etl/src/Flow/ETL/Function/NotSame.php
index 08496ce00c..55fd0718eb 100644
--- a/src/core/etl/src/Flow/ETL/Function/NotSame.php
+++ b/src/core/etl/src/Flow/ETL/Function/NotSame.php
@@ -17,13 +17,15 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): bool
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $left = new Parameter($this->left);
+        $right = new Parameter($this->right);
 
-        (new ValueComparator())->assertComparableTypes($leftType, $rightType, '!==');
+        (new ValueComparator())->assertComparableTypes(
+            $left->asType($row, $context),
+            $right->asType($row, $context),
+            '!==',
+        );
 
-        return $left !== $right;
+        return $left->eval($row, $context) !== $right->eval($row, $context);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/OnEach.php b/src/core/etl/src/Flow/ETL/Function/OnEach.php
index 62b25203ae..b4c0f92e4a 100644
--- a/src/core/etl/src/Flow/ETL/Function/OnEach.php
+++ b/src/core/etl/src/Flow/ETL/Function/OnEach.php
@@ -36,6 +36,7 @@ public function eval(Row $row, FlowContext $context): mixed
 
         $entryFactory = $context->entryFactory();
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($value as $key => $item) {
             if ($preserveKeys) {
                 try {
diff --git a/src/core/etl/src/Flow/ETL/Function/Parameter.php b/src/core/etl/src/Flow/ETL/Function/Parameter.php
index a404bdd901..09f49a6893 100644
--- a/src/core/etl/src/Flow/ETL/Function/Parameter.php
+++ b/src/core/etl/src/Flow/ETL/Function/Parameter.php
@@ -10,21 +10,20 @@
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
 use Flow\ETL\Schema\Metadata;
+use Flow\Types\Exception\InvalidTypeException;
 use Flow\Types\Type;
 use Flow\Types\Value\Json;
 use UnitEnum;
 
 use function Flow\ETL\DSL\lit;
 use function Flow\Types\DSL\get_type;
+use function Flow\Types\DSL\type_array;
+use function Flow\Types\DSL\type_float;
+use function Flow\Types\DSL\type_instance_of;
+use function Flow\Types\DSL\type_integer;
 use function Flow\Types\DSL\type_null;
-use function is_a;
-use function is_array;
-use function is_float;
-use function is_int;
-use function is_numeric;
-use function is_object;
-use function is_scalar;
-use function is_string;
+use function Flow\Types\DSL\type_object;
+use function Flow\Types\DSL\type_string;
 
 final readonly class Parameter
 {
@@ -66,14 +65,18 @@ public function asArray(Row $row, FlowContext $context): ?array
             return $result->toArray();
         }
 
-        return is_array($result) ? $result : null;
+        try {
+            return type_array()->assert($result);
+        } catch (InvalidTypeException) {
+            return null;
+        }
     }
 
     public function asBoolean(Row $row, FlowContext $context): bool
     {
         $result = $this->eval($row, $context);
 
-        return is_scalar($result) ? (bool) $result : false;
+        return is_scalar($result) && (bool) $result;
     }
 
     /**
@@ -91,38 +94,42 @@ public function asEntry(Row $row): ?Entry
     /**
      * @template T of UnitEnum
      *
-     * @param Row $row
      * @param class-string<T> $enumClass
      *
      * @return null|T
      */
     public function asEnum(Row $row, FlowContext $context, string $enumClass): ?UnitEnum
     {
-        $result = $this->eval($row, $context);
-
-        return is_object($result) && is_a($result, $enumClass) ? $result : null;
+        try {
+            return type_instance_of($enumClass)->assert($this->eval($row, $context));
+        } catch (InvalidTypeException) {
+            return null;
+        }
     }
 
     public function asFloat(Row $row, FlowContext $context): ?float
     {
-        $result = $this->eval($row, $context);
-
-        return is_float($result) ? $result : null;
+        try {
+            return type_float()->assert($this->eval($row, $context));
+        } catch (InvalidTypeException) {
+            return null;
+        }
     }
 
     /**
      * @template T of object
      *
-     * @param Row $row
      * @param class-string<T> $class
      *
      * @return null|T
      */
     public function asInstanceOf(Row $row, FlowContext $context, string $class): ?object
     {
-        $result = $this->eval($row, $context);
-
-        return is_object($result) && is_a($result, $class) ? $result : null;
+        try {
+            return type_instance_of($class)->assert($this->eval($row, $context));
+        } catch (InvalidTypeException) {
+            return null;
+        }
     }
 
     /**
@@ -130,30 +137,39 @@ public function asInstanceOf(Row $row, FlowContext $context, string $class): ?ob
      */
     public function asInt(Row $row, FlowContext $context, ?int $default = null): ?int
     {
-        $result = $this->eval($row, $context);
-
-        return is_int($result) ? $result : $default;
+        try {
+            return type_integer()->assert($this->eval($row, $context));
+        } catch (InvalidTypeException) {
+            return $default;
+        }
     }
 
     /**
+     * @param class-string $class
+     *
      * @return null|array<object>
      */
     public function asListOfObjects(Row $row, FlowContext $context, string $class): ?array
     {
-        $result = $this->eval($row, $context);
+        $result = $this->asArray($row, $context);
 
-        if (!is_array($result)) {
+        if ($result === null) {
             return null;
         }
 
+        $objectType = type_instance_of($class);
+        $objects = [];
+
+        // @mago-ignore analysis:mixed-assignment
         foreach ($result as $item) {
-            if (!is_object($item) || !is_a($item, $class)) {
+            try {
+                $objects[] = $objectType->assert($item);
+            } catch (InvalidTypeException) {
                 return null;
             }
         }
 
-        /** @phpstan-ignore return.type */
-        return $result;
+        return $objects;
     }
 
     /**
@@ -167,19 +183,25 @@ public function asNumber(Row $row, FlowContext $context, int|float|null $default
             return $default;
         }
 
-        return match (true) {
-            is_int($result), is_float($result) => $result,
-            $result == (int) $result => (int) $result,
-            $result == (float) $result => (float) $result,
-            default => $default,
-        };
+        if (is_int($result) || is_float($result)) {
+            return $result;
+        }
+
+        // numeric-string: prefer int if the value is integral, otherwise float.
+        if ((string) (int) $result === $result) {
+            return (int) $result;
+        }
+
+        return (float) $result;
     }
 
     public function asObject(Row $row, FlowContext $context): ?object
     {
-        $result = $this->eval($row, $context);
-
-        return is_object($result) ? $result : null;
+        try {
+            return type_object()->assert($this->eval($row, $context));
+        } catch (InvalidTypeException) {
+            return null;
+        }
     }
 
     /**
@@ -187,9 +209,11 @@ public function asObject(Row $row, FlowContext $context): ?object
      */
     public function asString(Row $row, FlowContext $context, ?string $default = null): ?string
     {
-        $result = $this->eval($row, $context);
-
-        return is_string($result) ? $result : $default;
+        try {
+            return type_string()->assert($this->eval($row, $context));
+        } catch (InvalidTypeException) {
+            return $default;
+        }
     }
 
     /**
@@ -205,19 +229,19 @@ public function asType(Row $row, FlowContext $context): Type
             return $row->get($this->function)->type();
         }
 
-        $result = $this->eval($row, $context);
-
-        return get_type($result);
+        return get_type($this->eval($row, $context));
     }
 
+    /**
+     * @return null|array<array-key, mixed>|bool|float|int|object|string
+     */
     public function eval(Row $row, FlowContext $context): mixed
     {
+        // @mago-ignore analysis:mixed-assignment
         $result = $this->function->eval($row, $context);
 
-        if ($result instanceof ScalarResult) {
-            return $result->value;
-        }
-
-        return $result;
+        // @mago-ignore analysis:mixed-return-statement
+        /** @phpstan-ignore return.type */
+        return $result instanceof ScalarResult ? $result->value : $result;
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/Rank.php b/src/core/etl/src/Flow/ETL/Function/Rank.php
index 1be55fc0df..c2b4735fbd 100644
--- a/src/core/etl/src/Flow/ETL/Function/Rank.php
+++ b/src/core/etl/src/Flow/ETL/Function/Rank.php
@@ -4,6 +4,8 @@
 
 namespace Flow\ETL\Function;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\RuntimeException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Row;
@@ -12,6 +14,9 @@
 use RuntimeException as BaseRuntimeException;
 
 use function count;
+use function is_array;
+use function is_numeric;
+use function is_string;
 
 final class Rank implements WindowFunction
 {
@@ -41,7 +46,21 @@ public function apply(Row $row, Rows $partition, FlowContext $context): mixed
         foreach ($partition->sortBy(...$orderBy) as $partitionRow) {
             $partitionValue = $partitionRow->valueOf($orderBy[0]->name());
 
-            if ($value < $partitionValue) {
+            $isLess = false;
+
+            if (is_numeric($value) && is_numeric($partitionValue)) {
+                $isLess = (float) $value < (float) $partitionValue;
+            } elseif (is_string($value) && is_string($partitionValue)) {
+                $isLess = $value < $partitionValue;
+            } elseif ($value instanceof DateTimeInterface && $partitionValue instanceof DateTimeInterface) {
+                $isLess = $value < $partitionValue;
+            } elseif ($value instanceof DateInterval && $partitionValue instanceof DateInterval) {
+                $isLess = $value < $partitionValue;
+            } elseif (is_array($value) && is_array($partitionValue)) {
+                $isLess = $value < $partitionValue;
+            }
+
+            if ($isLess) {
                 $rank++;
             }
         }
diff --git a/src/core/etl/src/Flow/ETL/Function/Regex.php b/src/core/etl/src/Flow/ETL/Function/Regex.php
index 2779612f9e..d8cc464453 100644
--- a/src/core/etl/src/Flow/ETL/Function/Regex.php
+++ b/src/core/etl/src/Flow/ETL/Function/Regex.php
@@ -55,6 +55,8 @@ public function eval(Row $row, FlowContext $context): ?array
             return $context->functions()->invalidResult(new InvalidArgumentException('Regex requires non-null offset'));
         }
 
+        $matches = [];
+
         // preg_match() returns 1 if the pattern matches given subject, 0 if it does not, or false on failure.
         /** @phpstan-ignore argument.type */
         if (preg_match($pattern, $subject, $matches, $flags, $offset) === 1) {
diff --git a/src/core/etl/src/Flow/ETL/Function/RegexAll.php b/src/core/etl/src/Flow/ETL/Function/RegexAll.php
index b4721d6420..d2addcdc73 100644
--- a/src/core/etl/src/Flow/ETL/Function/RegexAll.php
+++ b/src/core/etl/src/Flow/ETL/Function/RegexAll.php
@@ -59,6 +59,8 @@ public function eval(Row $row, FlowContext $context): ?array
                 ->invalidResult(new InvalidArgumentException('RegexAll requires non-null offset'));
         }
 
+        $matches = [];
+
         // Returns the number of full pattern matches (which might be zero), or false on failure.
         if (preg_match_all($pattern, $subject, $matches, $flags, $offset) !== false) {
             if ($matches === [[]]) {
diff --git a/src/core/etl/src/Flow/ETL/Function/Same.php b/src/core/etl/src/Flow/ETL/Function/Same.php
index 3808179f95..94d7391aaf 100644
--- a/src/core/etl/src/Flow/ETL/Function/Same.php
+++ b/src/core/etl/src/Flow/ETL/Function/Same.php
@@ -17,13 +17,15 @@ public function __construct(
 
     public function eval(Row $row, FlowContext $context): bool
     {
-        $left = (new Parameter($this->left))->eval($row, $context);
-        $leftType = (new Parameter($this->left))->asType($row, $context);
-        $right = (new Parameter($this->right))->eval($row, $context);
-        $rightType = (new Parameter($this->right))->asType($row, $context);
+        $left = new Parameter($this->left);
+        $right = new Parameter($this->right);
 
-        (new ValueComparator())->assertComparableTypes($leftType, $rightType, '===');
+        (new ValueComparator())->assertComparableTypes(
+            $left->asType($row, $context),
+            $right->asType($row, $context),
+            '===',
+        );
 
-        return $left === $right;
+        return $left->eval($row, $context) === $right->eval($row, $context);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/ScalarFunctionChain.php b/src/core/etl/src/Flow/ETL/Function/ScalarFunctionChain.php
index 6efb105e77..281a31b9d3 100644
--- a/src/core/etl/src/Flow/ETL/Function/ScalarFunctionChain.php
+++ b/src/core/etl/src/Flow/ETL/Function/ScalarFunctionChain.php
@@ -56,7 +56,7 @@ public function arrayGet(ScalarFunction|string $path): ArrayGet
     }
 
     /**
-     * @param array<array-key, mixed> $keys
+     * @param ScalarFunction|array<array-key, mixed> $keys
      */
     public function arrayGetCollection(ScalarFunction|array $keys): ArrayGetCollection
     {
@@ -95,7 +95,7 @@ public function arrayKeys(): ArrayKeys
     }
 
     /**
-     * @param array<array-key, mixed> $ref
+     * @param ScalarFunction|array<array-key, mixed> $ref
      */
     public function arrayMerge(ScalarFunction|array $ref): ArrayMerge
     {
@@ -385,7 +385,7 @@ public function isFalse(): Same
     }
 
     /**
-     * @param array<array-key, mixed> $haystack
+     * @param ScalarFunction|array<array-key, mixed> $haystack
      */
     public function isIn(ScalarFunction|array $haystack): IsIn
     {
@@ -619,7 +619,7 @@ public function size(): Size
     }
 
     /**
-     * @param null|array<array-key, mixed> $symbolsMap
+     * @param ScalarFunction|null|array<array-key, mixed> $symbolsMap
      */
     public function slug(
         ScalarFunction|string $separator = '-',
@@ -825,7 +825,7 @@ public function unicodeLength(): UnicodeLength
      *   +--+-----+-----+-----+-----+-----+
      */
     /**
-     * @param array<array-key, mixed> $skipKeys
+     * @param ScalarFunction|array<array-key, mixed> $skipKeys
      */
     public function unpack(
         ScalarFunction|array $skipKeys = [],
diff --git a/src/core/etl/src/Flow/ETL/Function/Split.php b/src/core/etl/src/Flow/ETL/Function/Split.php
index fd539f5926..40da0a35eb 100644
--- a/src/core/etl/src/Flow/ETL/Function/Split.php
+++ b/src/core/etl/src/Flow/ETL/Function/Split.php
@@ -45,6 +45,7 @@ public function eval(Row $row, FlowContext $context): ?array
                 );
         }
 
-        return array_map(static fn(AbstractString $s) => $s->toString(), s($value)->split($separator, $limit));
+        // @mago-ignore analysis:less-specific-return-statement
+        return array_map(static fn(AbstractString $s): string => $s->toString(), s($value)->split($separator, $limit));
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/StringStyle.php b/src/core/etl/src/Flow/ETL/Function/StringStyle.php
index a426978dde..185cc16514 100644
--- a/src/core/etl/src/Flow/ETL/Function/StringStyle.php
+++ b/src/core/etl/src/Flow/ETL/Function/StringStyle.php
@@ -40,12 +40,6 @@ public function eval(Row $row, FlowContext $context): ?string
             $style = StringStyles::fromString($style);
         }
 
-        if (!$style instanceof StringStyles) {
-            return $context
-                ->functions()
-                ->invalidResult(new InvalidArgumentException('StringStyle function requires valid StringStyles enum'));
-        }
-
         return $style->convert($string);
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Function/StructureSelect.php b/src/core/etl/src/Flow/ETL/Function/StructureSelect.php
index 14715057da..c5ed2016e8 100644
--- a/src/core/etl/src/Flow/ETL/Function/StructureSelect.php
+++ b/src/core/etl/src/Flow/ETL/Function/StructureSelect.php
@@ -40,11 +40,12 @@ public function eval(Row $row, FlowContext $context): ?array
             return null;
         }
 
+        $value = $structure->value();
         $output = [];
 
         foreach ($this->refs as $ref) {
-            if (array_key_exists($ref->to(), $structure->value() ?: [])) {
-                $output[$ref->name()] = $structure->value() ? $structure->value()[$ref->to()] : null;
+            if ($value !== null && array_key_exists($ref->to(), $value)) {
+                $output[$ref->name()] = $value[$ref->to()];
             } else {
                 $output[$ref->name()] = null;
             }
diff --git a/src/core/etl/src/Flow/ETL/Function/StyleConverter/ArrayKeyConverter.php b/src/core/etl/src/Flow/ETL/Function/StyleConverter/ArrayKeyConverter.php
index f129c2c5c1..42277c7222 100644
--- a/src/core/etl/src/Flow/ETL/Function/StyleConverter/ArrayKeyConverter.php
+++ b/src/core/etl/src/Flow/ETL/Function/StyleConverter/ArrayKeyConverter.php
@@ -31,6 +31,7 @@ public function convert(array $array): array
     {
         $newArray = [];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($array as $key => $value) {
             $newKey = is_string($key) ? ($this->transformer)($key) : $key;
 
diff --git a/src/core/etl/src/Flow/ETL/Function/Sum.php b/src/core/etl/src/Flow/ETL/Function/Sum.php
index 66a123fa74..77415475c3 100644
--- a/src/core/etl/src/Flow/ETL/Function/Sum.php
+++ b/src/core/etl/src/Flow/ETL/Function/Sum.php
@@ -35,10 +35,9 @@ public function __construct(
     public function aggregate(Row $row, FlowContext $context): void
     {
         try {
-            $entry = $row->get($this->ref);
-            $value = $entry->value();
+            $value = $row->valueOf($this->ref);
 
-            if (is_numeric($value)) {
+            if (is_int($value) || is_float($value) || is_string($value) && is_numeric($value)) {
                 $this->sum = (new Calculator())->add($this->sum, $value);
             }
         } catch (InvalidArgumentException $e) {
@@ -52,10 +51,9 @@ public function apply(Row $row, Rows $partition, FlowContext $context): mixed
 
         foreach ($partition->sortBy(...$this->window()->order()) as $partitionRow) {
             try {
-                $entry = $partitionRow->get($this->ref);
-                $value = $entry->value();
+                $value = $partitionRow->valueOf($this->ref);
 
-                if (is_numeric($value)) {
+                if (is_int($value) || is_float($value) || is_string($value) && is_numeric($value)) {
                     $sum = (new Calculator())->add($sum, $value);
                 }
             } catch (InvalidArgumentException $e) {
diff --git a/src/core/etl/src/Flow/ETL/Function/ToDate.php b/src/core/etl/src/Flow/ETL/Function/ToDate.php
index 7c699a2aa8..456ea00c0c 100644
--- a/src/core/etl/src/Flow/ETL/Function/ToDate.php
+++ b/src/core/etl/src/Flow/ETL/Function/ToDate.php
@@ -48,13 +48,15 @@ public function eval(Row $row, FlowContext $context): ?DateTimeInterface
         }
 
         if (is_int($value)) {
-            /** @phpstan-ignore-next-line */
-            return DateTimeImmutable::createFromFormat('U', (string) $value, $timeZone)->setTime(0, 0, 0, 0);
+            $date = DateTimeImmutable::createFromFormat('U', (string) $value, $timeZone);
+
+            return $date === false ? null : $date->setTime(0, 0, 0, 0);
         }
 
         if (is_string($value)) {
-            /** @phpstan-ignore-next-line */
-            return DateTimeImmutable::createFromFormat($format, $value, $timeZone)->setTime(0, 0, 0, 0);
+            $date = DateTimeImmutable::createFromFormat($format, $value, $timeZone);
+
+            return $date === false ? null : $date->setTime(0, 0, 0, 0);
         }
 
         return $context
diff --git a/src/core/etl/src/Flow/ETL/Function/ToTimeZone.php b/src/core/etl/src/Flow/ETL/Function/ToTimeZone.php
index a0216a6772..71ff278df0 100644
--- a/src/core/etl/src/Flow/ETL/Function/ToTimeZone.php
+++ b/src/core/etl/src/Flow/ETL/Function/ToTimeZone.php
@@ -12,7 +12,7 @@
 
 use function Flow\Types\DSL\type_instance_of;
 use function Flow\Types\DSL\type_string;
-use function gettype;
+use function is_string;
 
 final class ToTimeZone extends ScalarFunctionChain
 {
@@ -37,17 +37,7 @@ public function eval(Row $row, FlowContext $context): mixed
                 ->invalidResult(new InvalidArgumentException('ToTimeZone function requires non-null values'));
         }
 
-        $tz = match (gettype($tz)) {
-            'string' => new DateTimeZone($tz),
-            'object' => $tz instanceof DateTimeZone ? $tz : null,
-            default => null,
-        };
-
-        if ($tz === null) {
-            return $context
-                ->functions()
-                ->invalidResult(new InvalidArgumentException('ToTimeZone function requires valid DateTimeZone'));
-        }
+        $tz = is_string($tz) ? new DateTimeZone($tz) : $tz;
 
         /** @var \DateTime|\DateTimeImmutable $dateTime */
         return $dateTime->setTimezone($tz);
diff --git a/src/core/etl/src/Flow/ETL/Function/XPath.php b/src/core/etl/src/Flow/ETL/Function/XPath.php
index 3f6dbf040f..e98ddf6ac1 100644
--- a/src/core/etl/src/Flow/ETL/Function/XPath.php
+++ b/src/core/etl/src/Flow/ETL/Function/XPath.php
@@ -7,6 +7,7 @@
 use DOMDocument;
 use DOMNameSpaceNode;
 use DOMNode;
+use DOMNodeList;
 use DOMXPath;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
@@ -37,11 +38,11 @@ public function eval(Row $row, FlowContext $context): ?array
             return $context->functions()->invalidResult(new InvalidArgumentException('XPath requires non-null path'));
         }
 
-        if ($value instanceof DOMNode && !$value instanceof DOMDocument) {
+        if (!$value instanceof DOMDocument) {
             $dom = $value->ownerDocument ?? new DOMDocument();
             $importedNode = $dom->importNode($value, true);
 
-            if (!$importedNode->parentNode) {
+            if ($importedNode !== false && $importedNode->parentNode === null) {
                 $dom->appendChild($importedNode);
             }
 
@@ -49,13 +50,10 @@ public function eval(Row $row, FlowContext $context): ?array
         }
 
         $xpath = new DOMXPath($value);
-        $result = @$xpath->query($path);
+        /** @var DOMNodeList<DOMNameSpaceNode|DOMNode>|false $result */
+        $result = $xpath->query($path);
 
-        if ($result === false) {
-            return null;
-        }
-
-        if ($result->length === 0) {
+        if ($result === false || $result->length === 0) {
             return null;
         }
 
diff --git a/src/core/etl/src/Flow/ETL/GroupBy.php b/src/core/etl/src/Flow/ETL/GroupBy.php
index 564cef7834..3d4426919a 100644
--- a/src/core/etl/src/Flow/ETL/GroupBy.php
+++ b/src/core/etl/src/Flow/ETL/GroupBy.php
@@ -44,12 +44,12 @@ final class GroupBy
     private ?Reference $pivot;
 
     /**
-     * @var array<int, mixed>
+     * @var array<int, null|array<array-key, mixed>|bool|float|int|object|string>
      */
     private array $pivotColumns;
 
     /**
-     * @var array<string, array<string, mixed>>
+     * @var array<string, array<string, AggregatingFunction|null|array<array-key, mixed>|bool|float|int|object|string>>
      */
     private array $pivotedTable;
 
@@ -82,10 +82,12 @@ public function aggregate(AggregatingFunction ...$aggregator): void
 
     public function group(Rows $rows, FlowContext $context): void
     {
-        if ($this->pivot) {
+        $pivot = $this->pivot;
+
+        if ($pivot !== null) {
             foreach ($rows as $row) {
                 try {
-                    $this->pivotColumns[] = $row->get($this->pivot)->value();
+                    $this->pivotColumns[] = $row->valueOf($pivot);
                 } catch (InvalidArgumentException) {
                     $this->pivotColumns[] = null;
                 }
@@ -102,7 +104,7 @@ public function group(Rows $rows, FlowContext $context): void
 
                 $indexValue = $this->hash($values);
 
-                $pivotValue = $row->valueOf($this->pivot);
+                $pivotValue = $row->valueOf($pivot);
 
                 if (!array_key_exists($indexValue, $this->pivotedTable)) {
                     $this->pivotedTable[$indexValue] = [];
@@ -119,7 +121,8 @@ public function group(Rows $rows, FlowContext $context): void
                 $pivotValue = type_union(type_string(), type_integer())->assert($pivotValue);
 
                 if (!array_key_exists($pivotValue, $this->pivotedTable[$indexValue])) {
-                    /** @phpstan-ignore-next-line */
+                    // @mago-ignore analysis:invalid-property-assignment-value,possibly-invalid-clone
+                    /** @phpstan-ignore-next-line clone.nonObject, assign.propertyType */
                     $this->pivotedTable[$indexValue][$pivotValue] = clone current($this->aggregations);
                 }
 
@@ -136,7 +139,7 @@ public function group(Rows $rows, FlowContext $context): void
 
                 foreach ($this->refs as $ref) {
                     try {
-                        $values[$ref->name()] = $row->get($ref)->value();
+                        $values[$ref->name()] = $row->valueOf($ref);
                     } catch (InvalidArgumentException) {
                         $values[$ref->name()] = null;
                     }
diff --git a/src/core/etl/src/Flow/ETL/Join/Comparison/Equal.php b/src/core/etl/src/Flow/ETL/Join/Comparison/Equal.php
index 2c9080f685..1926c75695 100644
--- a/src/core/etl/src/Flow/ETL/Join/Comparison/Equal.php
+++ b/src/core/etl/src/Flow/ETL/Join/Comparison/Equal.php
@@ -4,11 +4,16 @@
 
 namespace Flow\ETL\Join\Comparison;
 
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Join\Comparison;
 use Flow\ETL\Row;
 use Flow\ETL\Row\EntryReference;
 use Flow\ETL\Row\Reference;
 
+use function is_array;
+use function is_bool;
+use function is_numeric;
 use function is_string;
 
 final readonly class Equal implements Comparison
@@ -20,7 +25,38 @@ public function __construct(
 
     public function compare(Row $left, Row $right): bool
     {
-        return $left->valueOf($this->entryLeft) == $right->valueOf($this->entryRight);
+        $leftValue = $left->valueOf($this->entryLeft);
+        $rightValue = $right->valueOf($this->entryRight);
+
+        if ($leftValue === null || $rightValue === null) {
+            return $leftValue === $rightValue;
+        }
+
+        if (is_numeric($leftValue) && is_numeric($rightValue)) {
+            return (float) $leftValue == (float) $rightValue;
+        }
+
+        if (is_string($leftValue) && is_string($rightValue)) {
+            return $leftValue === $rightValue;
+        }
+
+        if (is_bool($leftValue) && is_bool($rightValue)) {
+            return $leftValue === $rightValue;
+        }
+
+        if ($leftValue instanceof DateTimeInterface && $rightValue instanceof DateTimeInterface) {
+            return $leftValue == $rightValue;
+        }
+
+        if ($leftValue instanceof DateInterval && $rightValue instanceof DateInterval) {
+            return $leftValue == $rightValue;
+        }
+
+        if (is_array($leftValue) && is_array($rightValue)) {
+            return $leftValue === $rightValue;
+        }
+
+        return false;
     }
 
     /**
diff --git a/src/core/etl/src/Flow/ETL/Join/Expression.php b/src/core/etl/src/Flow/ETL/Join/Expression.php
index 0a32af5699..1498315eb8 100644
--- a/src/core/etl/src/Flow/ETL/Join/Expression.php
+++ b/src/core/etl/src/Flow/ETL/Join/Expression.php
@@ -10,6 +10,7 @@
 use Flow\ETL\Row;
 use Flow\ETL\Row\Reference;
 
+use function array_slice;
 use function gettype;
 use function is_array;
 use function is_string;
@@ -43,7 +44,9 @@ public static function on(array|Comparison $comparison, string $joinPrefix = '')
                     );
                 }
 
+                // @mago-ignore analysis:impossible-condition,redundant-type-comparison
                 if (!is_string($right)) {
+                    // @mago-ignore analysis:no-value
                     throw new RuntimeException(
                         'Expected right entry name to be string, got ' . gettype($right) . ". Example: ['id' => 'id']",
                     );
@@ -52,7 +55,14 @@ public static function on(array|Comparison $comparison, string $joinPrefix = '')
                 $comparisons[] = new Equal($left, $right);
             }
 
-            return new self(new All(...$comparisons), $joinPrefix);
+            if ($comparisons === []) {
+                throw new RuntimeException('Expected at least one comparison in the join expression.');
+            }
+
+            $first = $comparisons[0];
+            $rest = array_slice($comparisons, 1);
+
+            return new self(new All($first, ...$rest), $joinPrefix);
         }
 
         return new self($comparison, $joinPrefix);
diff --git a/src/core/etl/src/Flow/ETL/Loader/CallbackLoader.php b/src/core/etl/src/Flow/ETL/Loader/CallbackLoader.php
index 602caa77cc..eb73881264 100644
--- a/src/core/etl/src/Flow/ETL/Loader/CallbackLoader.php
+++ b/src/core/etl/src/Flow/ETL/Loader/CallbackLoader.php
@@ -29,6 +29,7 @@ public function load(Rows $rows, FlowContext $context): void
         $context->telemetry()->loadingStarted($this);
 
         try {
+            // @mago-ignore analysis:invalid-callable
             ($this->callback)($rows, $context);
 
             $context->telemetry()->loadingCompleted($this, [TelemetryAttributes::ATTR_LOADING_ROWS => $rows->count()]);
diff --git a/src/core/etl/src/Flow/ETL/Loader/MemoryLoader.php b/src/core/etl/src/Flow/ETL/Loader/MemoryLoader.php
index f5ca4a4c94..6bb8608b90 100644
--- a/src/core/etl/src/Flow/ETL/Loader/MemoryLoader.php
+++ b/src/core/etl/src/Flow/ETL/Loader/MemoryLoader.php
@@ -22,6 +22,7 @@ public function load(Rows $rows, FlowContext $context): void
         $context->telemetry()->loadingStarted($this);
 
         try {
+            // @mago-ignore analysis:less-specific-argument
             $this->memory->save($rows->toArray());
 
             $context->telemetry()->loadingCompleted($this, [TelemetryAttributes::ATTR_LOADING_ROWS => $rows->count()]);
diff --git a/src/core/etl/src/Flow/ETL/Loader/TransformerLoader.php b/src/core/etl/src/Flow/ETL/Loader/TransformerLoader.php
index 88e1312dc6..d2e9414f1c 100644
--- a/src/core/etl/src/Flow/ETL/Loader/TransformerLoader.php
+++ b/src/core/etl/src/Flow/ETL/Loader/TransformerLoader.php
@@ -34,10 +34,13 @@ public function load(Rows $rows, FlowContext $context): void
         $context->telemetry()->loadingStarted($this);
 
         try {
-            if ($this->transformer instanceof Transformer) {
-                $this->loader->load($this->transformer->transform($rows, $context), $context);
+            $transformer = $this->transformer;
+
+            if ($transformer instanceof Transformer) {
+                // @mago-ignore analysis:invalid-argument,too-many-arguments,possibly-invalid-argument
+                $this->loader->load($transformer->transform($rows, $context), $context);
             } else {
-                df($context->config)->from(from_rows($rows))->with($this->transformer)->load($this->loader)->run();
+                df($context->config)->from(from_rows($rows))->with($transformer)->load($this->loader)->run();
             }
 
             $context->telemetry()->loadingCompleted($this, [TelemetryAttributes::ATTR_LOADING_ROWS => $rows->count()]);
diff --git a/src/core/etl/src/Flow/ETL/Memory/ArrayMemory.php b/src/core/etl/src/Flow/ETL/Memory/ArrayMemory.php
index 8365e217e4..ee8229cec7 100644
--- a/src/core/etl/src/Flow/ETL/Memory/ArrayMemory.php
+++ b/src/core/etl/src/Flow/ETL/Memory/ArrayMemory.php
@@ -111,6 +111,7 @@ public function save(array $data): void
      */
     private function assertMemoryStructure(array $memory): void
     {
+        // @mago-ignore analysis:mixed-assignment
         foreach ($memory as $entry) {
             if (!is_array($entry)) {
                 throw new InvalidArgumentException('Memory expects nested array data structure: array<array<mixed>>');
diff --git a/src/core/etl/src/Flow/ETL/Pipeline.php b/src/core/etl/src/Flow/ETL/Pipeline.php
index 37a11c5a1a..9c19a25288 100644
--- a/src/core/etl/src/Flow/ETL/Pipeline.php
+++ b/src/core/etl/src/Flow/ETL/Pipeline.php
@@ -57,8 +57,10 @@ public function process(FlowContext $context): Generator
         foreach ($this->segments->all() as $segment) {
             $generator = $segment->execute($generator, $context);
 
-            if ($segment->processor() !== null) {
-                $generator = $segment->processor()->process($generator, $context);
+            $processor = $segment->processor();
+
+            if ($processor !== null) {
+                $generator = $processor->process($generator, $context);
             }
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Pipeline/Segment.php b/src/core/etl/src/Flow/ETL/Pipeline/Segment.php
index 09d32be166..cabdbf1167 100644
--- a/src/core/etl/src/Flow/ETL/Pipeline/Segment.php
+++ b/src/core/etl/src/Flow/ETL/Pipeline/Segment.php
@@ -31,7 +31,9 @@
     public function __construct(
         private ?Processor $processor = null,
     ) {
-        $this->steps = new SplObjectStorage();
+        /** @var \SplObjectStorage<Loader|Transformer, null> $steps */
+        $steps = new SplObjectStorage();
+        $this->steps = $steps;
     }
 
     public function add(Transformer|Loader $step): void
@@ -69,6 +71,10 @@ public function execute(Generator $input, FlowContext $context): Generator
             $rows = $input->current();
             $input->next();
 
+            if ($rows === null) {
+                continue;
+            }
+
             foreach ($this->steps as $step) {
                 try {
                     if ($step instanceof Transformer) {
diff --git a/src/core/etl/src/Flow/ETL/Pipeline/Segments.php b/src/core/etl/src/Flow/ETL/Pipeline/Segments.php
index fea39f995e..222f46758c 100644
--- a/src/core/etl/src/Flow/ETL/Pipeline/Segments.php
+++ b/src/core/etl/src/Flow/ETL/Pipeline/Segments.php
@@ -106,8 +106,10 @@ public function steps(): array
                 $steps[] = $step;
             }
 
-            if ($segment->processor() !== null) {
-                $steps[] = $segment->processor();
+            $processor = $segment->processor();
+
+            if ($processor !== null) {
+                $steps[] = $processor;
             }
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Processor/BatchingByProcessor.php b/src/core/etl/src/Flow/ETL/Processor/BatchingByProcessor.php
index c36b18495c..bbf67f2304 100644
--- a/src/core/etl/src/Flow/ETL/Processor/BatchingByProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/BatchingByProcessor.php
@@ -33,11 +33,15 @@ public function __construct(
         private Reference $column,
         private ?int $minSize = null,
     ) {
+        // @mago-ignore analysis:invalid-operand
         if ($this->minSize !== null && $this->minSize <= 0) {
             throw new InvalidArgumentException('Minimum batch size must be greater than 0, given: ' . $this->minSize);
         }
     }
 
+    /**
+     * @return \Generator<Rows>
+     */
     public function process(Generator $rows, FlowContext $context): Generator
     {
         /** @var array<Row> $buffer */
diff --git a/src/core/etl/src/Flow/ETL/Processor/BatchingProcessor.php b/src/core/etl/src/Flow/ETL/Processor/BatchingProcessor.php
index 8a8332ff1f..6fc0b6c6b2 100644
--- a/src/core/etl/src/Flow/ETL/Processor/BatchingProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/BatchingProcessor.php
@@ -29,6 +29,7 @@
     public function __construct(
         private int $size,
     ) {
+        // @mago-ignore analysis:invalid-operand
         if ($this->size <= 0) {
             throw new InvalidArgumentException('Batch size must be greater than 0, given: ' . $this->size);
         }
@@ -45,6 +46,7 @@ public function process(Generator $rows, FlowContext $context): Generator
                 $buffer[] = $row;
 
                 if (count($buffer) >= $this->size) {
+                    // @mago-ignore analysis:mixed-argument
                     yield new Rows(...array_splice($buffer, 0, $this->size));
                 }
             }
diff --git a/src/core/etl/src/Flow/ETL/Processor/CachingProcessor.php b/src/core/etl/src/Flow/ETL/Processor/CachingProcessor.php
index a163f6a76e..2e820de278 100644
--- a/src/core/etl/src/Flow/ETL/Processor/CachingProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/CachingProcessor.php
@@ -7,7 +7,6 @@
 use Flow\ETL\Cache\CacheIndex;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Processor;
-use Flow\ETL\Rows;
 use Generator;
 
 use function bin2hex;
@@ -41,7 +40,6 @@ public function process(Generator $rows, FlowContext $context): Generator
         $index = new CacheIndex($id);
 
         foreach ($rows as $batch) {
-            /** @var Rows $batch */
             $cacheKey = bin2hex(random_bytes(16));
             $context->cache()->set($cacheKey, $batch);
             $index->add($cacheKey);
diff --git a/src/core/etl/src/Flow/ETL/Processor/CollectingProcessor.php b/src/core/etl/src/Flow/ETL/Processor/CollectingProcessor.php
index 8511ec526a..69e8b87ff4 100644
--- a/src/core/etl/src/Flow/ETL/Processor/CollectingProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/CollectingProcessor.php
@@ -25,7 +25,6 @@ public function process(Generator $rows, FlowContext $context): Generator
         $collected = new Rows();
 
         foreach ($rows as $batch) {
-            /** @var Rows $batch */
             $collected = $collected->merge($batch);
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Processor/ConstrainedProcessor.php b/src/core/etl/src/Flow/ETL/Processor/ConstrainedProcessor.php
index 9a5cbfe2d2..1eaf09d33c 100644
--- a/src/core/etl/src/Flow/ETL/Processor/ConstrainedProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/ConstrainedProcessor.php
@@ -9,7 +9,6 @@
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Processor;
-use Flow\ETL\Rows;
 use Generator;
 
 /**
@@ -30,6 +29,7 @@ public function __construct(
         private readonly array $constraints = [],
     ) {
         foreach ($constraints as $constraint) {
+            // @mago-ignore analysis:impossible-condition
             if (!$constraint instanceof Constraint) {
                 throw new InvalidArgumentException('Pipeline constraints must be of type Flow\ETL\Constraint');
             }
@@ -38,7 +38,6 @@ public function __construct(
 
     public function process(Generator $rows, FlowContext $context): Generator
     {
-        /** @var Rows $batch */
         foreach ($rows as $batch) {
             foreach ($batch->all() as $row) {
                 foreach ($this->constraints as $constraint) {
diff --git a/src/core/etl/src/Flow/ETL/Processor/GroupByProcessor.php b/src/core/etl/src/Flow/ETL/Processor/GroupByProcessor.php
index 6cac029302..46f0050ad6 100644
--- a/src/core/etl/src/Flow/ETL/Processor/GroupByProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/GroupByProcessor.php
@@ -7,7 +7,6 @@
 use Flow\ETL\FlowContext;
 use Flow\ETL\GroupBy;
 use Flow\ETL\Processor;
-use Flow\ETL\Rows;
 use Generator;
 
 /**
@@ -24,7 +23,6 @@ public function __construct(
     public function process(Generator $rows, FlowContext $context): Generator
     {
         foreach ($rows as $batch) {
-            /** @var Rows $batch */
             $this->groupBy->group($batch, $context);
         }
 
diff --git a/src/core/etl/src/Flow/ETL/Processor/HashJoinProcessor.php b/src/core/etl/src/Flow/ETL/Processor/HashJoinProcessor.php
index bbaa762507..458f44caed 100644
--- a/src/core/etl/src/Flow/ETL/Processor/HashJoinProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/HashJoinProcessor.php
@@ -134,7 +134,7 @@ private function createRows(Row $leftRow, Row $rightRow, FlowContext $context):
         } catch (DuplicatedEntriesException $e) {
             throw new JoinException(
                 $e->getMessage() . ' try to use a different join prefix than: "' . $this->expression->prefix() . '"',
-                $e->getCode(),
+                (int) $e->getCode(),
                 $e,
             );
         }
diff --git a/src/core/etl/src/Flow/ETL/Processor/OffsetProcessor.php b/src/core/etl/src/Flow/ETL/Processor/OffsetProcessor.php
index 7da1d54ef2..045d6685b1 100644
--- a/src/core/etl/src/Flow/ETL/Processor/OffsetProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/OffsetProcessor.php
@@ -7,7 +7,6 @@
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Processor;
-use Flow\ETL\Rows;
 use Generator;
 
 /**
@@ -25,6 +24,8 @@
     public function __construct(
         private int $offset,
     ) {
+        // @mago-ignore analysis:invalid-operand
+        // @mago-ignore analysis:impossible-condition,redundant-comparison
         if ($this->offset < 0) {
             throw new InvalidArgumentException('Offset must be greater than or equal to 0, given: ' . $this->offset);
         }
@@ -41,7 +42,6 @@ public function process(Generator $rows, FlowContext $context): Generator
         $skippedRows = 0;
 
         foreach ($rows as $batch) {
-            /** @var Rows $batch */
             $currentBatchSize = $batch->count();
             $remainingToSkip = $this->offset - $skippedRows;
 
diff --git a/src/core/etl/src/Flow/ETL/Processor/PartitioningProcessor.php b/src/core/etl/src/Flow/ETL/Processor/PartitioningProcessor.php
index 7648704338..6c1a40a017 100644
--- a/src/core/etl/src/Flow/ETL/Processor/PartitioningProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/PartitioningProcessor.php
@@ -8,12 +8,12 @@
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Extractor;
 use Flow\ETL\Extractor\CollectingExtractor;
+use Flow\ETL\Extractor\Signal;
 use Flow\ETL\FlowContext;
 use Flow\ETL\Hash\Algorithm;
 use Flow\ETL\Hash\NativePHPHash;
 use Flow\ETL\Processor;
 use Flow\ETL\Row\Reference;
-use Flow\ETL\Rows;
 use Flow\Filesystem\Partition;
 use Generator;
 
@@ -52,13 +52,16 @@ public function __construct(
         $this->hashAlgorithm = new NativePHPHash();
     }
 
+    /**
+     * @return Generator<int, \Flow\ETL\Rows, Signal|null, void>
+     */
     public function process(Generator $rows, FlowContext $context): Generator
     {
         /** @var array<string, CacheIndex> $partitionIndexes */
         $partitionIndexes = [];
 
-        /** @var Rows $batch */
         foreach ($rows as $batch) {
+            // @mago-ignore analysis:too-few-arguments
             foreach ($batch->partitionBy(...$this->partitionBy) as $partitionedRows) {
                 $sortedRows = $partitionedRows->sortBy(...$this->orderBy);
 
diff --git a/src/core/etl/src/Flow/ETL/Processor/WindowProcessor.php b/src/core/etl/src/Flow/ETL/Processor/WindowProcessor.php
index 354bb86d39..57c0564c75 100644
--- a/src/core/etl/src/Flow/ETL/Processor/WindowProcessor.php
+++ b/src/core/etl/src/Flow/ETL/Processor/WindowProcessor.php
@@ -106,6 +106,7 @@ private function processPartition(array $rows, FlowContext $context): Rows
         $processedRows = [];
 
         foreach ($partitionRows as $row) {
+            // @mago-ignore analysis:mixed-assignment
             $value = $this->function->apply($row, $partitionRows, $context);
 
             $entryName = $this->entry instanceof Definition ? $this->entry->entry()->name() : $this->entry;
diff --git a/src/core/etl/src/Flow/ETL/Retry/RetryStrategy/OnExceptionTypes.php b/src/core/etl/src/Flow/ETL/Retry/RetryStrategy/OnExceptionTypes.php
index 78747ebaad..fb16e7c52b 100644
--- a/src/core/etl/src/Flow/ETL/Retry/RetryStrategy/OnExceptionTypes.php
+++ b/src/core/etl/src/Flow/ETL/Retry/RetryStrategy/OnExceptionTypes.php
@@ -10,7 +10,6 @@
 
 use function class_exists;
 use function interface_exists;
-use function is_string;
 use function is_subclass_of;
 
 final readonly class OnExceptionTypes implements RetryStrategy
@@ -38,10 +37,11 @@ public function __construct(
         }
 
         foreach ($exceptionTypes as $exceptionType) {
-            if (!is_string($exceptionType) || !class_exists($exceptionType) && !interface_exists($exceptionType)) {
+            if (!class_exists($exceptionType) && !interface_exists($exceptionType)) {
                 throw new InvalidArgumentException("Class '{$exceptionType}' does not exist");
             }
 
+            // @mago-ignore analysis:redundant-comparison,redundant-logical-operation
             if (!is_subclass_of($exceptionType, Throwable::class) && $exceptionType !== Throwable::class) {
                 throw new InvalidArgumentException("Class '{$exceptionType}' is not a Throwable");
             }
diff --git a/src/core/etl/src/Flow/ETL/Row.php b/src/core/etl/src/Flow/ETL/Row.php
index bec60828fe..d55b74d133 100644
--- a/src/core/etl/src/Flow/ETL/Row.php
+++ b/src/core/etl/src/Flow/ETL/Row.php
@@ -47,11 +47,6 @@ public function add(Entry ...$entries): self
         return new self($this->entries->add(...$entries));
     }
 
-    public function duplicate(): self
-    {
-        return new self($this->entries()->duplicate());
-    }
-
     public function entries(): Entries
     {
         return $this->entries;
@@ -194,9 +189,13 @@ public function toArray(bool $withKeys = true): array
 
     /**
      * @throws InvalidArgumentException
+     *
+     * @return null|array<array-key, mixed>|bool|float|int|object|string
      */
     public function valueOf(string|Reference $references): mixed
     {
+        // @mago-ignore analysis:mixed-return-statement
+        /** @phpstan-ignore return.type */
         return $this->get($references)->value();
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/CartesianProduct.php b/src/core/etl/src/Flow/ETL/Row/CartesianProduct.php
index 16b9f9bc53..cc4a5b8499 100644
--- a/src/core/etl/src/Flow/ETL/Row/CartesianProduct.php
+++ b/src/core/etl/src/Flow/ETL/Row/CartesianProduct.php
@@ -20,6 +20,7 @@ public function __invoke(array $input): array
     {
         $result = [[]];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($input as $key => $values) {
             if (!is_iterable($values)) {
                 continue;
@@ -28,6 +29,7 @@ public function __invoke(array $input): array
             $append = [];
 
             foreach ($result as $product) {
+                // @mago-ignore analysis:mixed-assignment
                 foreach ($values as $item) {
                     $product[$key] = $item;
                     $append[] = $product;
diff --git a/src/core/etl/src/Flow/ETL/Row/Entries.php b/src/core/etl/src/Flow/ETL/Row/Entries.php
index 4b222f9ca7..39e51d8109 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entries.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entries.php
@@ -98,17 +98,6 @@ public function count(): int
         return count($this->entries);
     }
 
-    public function duplicate(): self
-    {
-        $entries = [];
-
-        foreach ($this->all() as $entry) {
-            $entries[$entry->name()] = $entry->duplicate();
-        }
-
-        return self::recreate($entries);
-    }
-
     /**
      * @throws InvalidArgumentException
      *
@@ -145,6 +134,7 @@ public function getAll(string|Reference ...$references): self
      */
     public function getIterator(): Iterator
     {
+        // @mago-ignore analysis:less-specific-return-statement
         return new ArrayIterator($this->all());
     }
 
@@ -412,6 +402,7 @@ public function toArray(bool $withKeys = true): array
         $data = [];
 
         foreach ($this->entries as $entry) {
+            // @mago-ignore analysis:mixed-assignment
             $value = $entry->value();
 
             if ($value instanceof Json) {
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry.php b/src/core/etl/src/Flow/ETL/Row/Entry.php
index fce2f384c0..2673a6fdf1 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry.php
@@ -16,15 +16,10 @@ interface Entry extends Stringable
     public function __toString(): string;
 
     /**
-     * @return Definition<T>
+     * @return Definition<mixed>
      */
     public function definition(): Definition;
 
-    /**
-     * @return static
-     */
-    public function duplicate(): static;
-
     public function is(string|Reference $name): bool;
 
     /**
@@ -32,24 +27,19 @@ public function is(string|Reference $name): bool;
      */
     public function isEqual(self $entry): bool;
 
-    /**
-     * @return static
-     */
-    public function map(callable $mapper): static;
-
     public function name(): string;
 
     public function ref(): Reference;
 
     /**
-     * @return static
+     * @return static<T>
      */
     public function rename(string $name): static;
 
     public function toString(): string;
 
     /**
-     * @return Type<T>
+     * @return Type<mixed>
      */
     public function type(): Type;
 
@@ -57,9 +47,4 @@ public function type(): Type;
      * @return T
      */
     public function value();
-
-    /**
-     * @return static
-     */
-    public function withValue(mixed $value): static;
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/BooleanEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/BooleanEntry.php
index 81d25459b4..10dc89202b 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/BooleanEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/BooleanEntry.php
@@ -12,10 +12,11 @@
 use Flow\Types\Type;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
 
 /**
- * @implements Entry<?bool>
+ * @template-covariant T of bool|null
+ *
+ * @implements Entry<T>
  */
 final class BooleanEntry implements Entry
 {
@@ -24,6 +25,8 @@ final class BooleanEntry implements Entry
     private BooleanDefinition $definition;
 
     /**
+     * @param T $value
+     *
      * @throws InvalidArgumentException
      */
     public function __construct(
@@ -48,11 +51,6 @@ public function definition(): BooleanDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -72,11 +70,6 @@ public function isEqual(Entry $entry): bool
         );
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value()));
-    }
-
     public function name(): string
     {
         return $this->name;
@@ -99,18 +92,19 @@ public function toString(): string
         return $this->value() ? 'true' : 'false';
     }
 
+    /**
+     * @return Type<bool>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?bool
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/DateEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/DateEntry.php
index c7717b2de6..d902e4ab7c 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/DateEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/DateEntry.php
@@ -4,10 +4,7 @@
 
 namespace Flow\ETL\Row\Entry;
 
-use DateTime;
-use DateTimeImmutable;
 use DateTimeInterface;
-use Exception;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
@@ -16,11 +13,11 @@
 use Flow\Types\Type;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_string;
 
 /**
- * @implements Entry<?\DateTimeInterface>
+ * @template-covariant T of \DateTimeInterface|null
+ *
+ * @implements Entry<T>
  */
 final class DateEntry implements Entry
 {
@@ -28,37 +25,20 @@ final class DateEntry implements Entry
 
     private DateDefinition $definition;
 
-    private readonly ?DateTimeInterface $value;
-
     /**
+     * @param T $value
+     *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        DateTimeInterface|string|null $value,
+        private readonly ?DateTimeInterface $value,
         ?Metadata $metadata = null,
     ) {
         if ($name === '') {
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if (is_string($value)) {
-            try {
-                $this->value = (new DateTimeImmutable($value))->setTime(0, 0, 0, 0);
-            } catch (Exception $e) {
-                throw new InvalidArgumentException(
-                    "Invalid value given: '{$value}', reason: " . $e->getMessage(),
-                    previous: $e,
-                );
-            }
-        } elseif ($value instanceof DateTime) {
-            $this->value = DateTimeImmutable::createFromMutable($value)->setTime(0, 0, 0, 0);
-        } elseif ($value instanceof DateTimeImmutable) {
-            $this->value = $value->setTime(0, 0, 0, 0);
-        } else {
-            $this->value = $value;
-        }
-
         $this->definition = new DateDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
@@ -72,11 +52,6 @@ public function definition(): DateDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value ? clone $this->value : null, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -88,17 +63,18 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && $this->value() == $entry->value()
-        );
-    }
+        if (!$entry instanceof self || !$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
+            return false;
+        }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value));
+        $thisValue = $this->value();
+        $entryValue = $entry->value();
+
+        if ($thisValue === null || $entryValue === null) {
+            return $thisValue === $entryValue;
+        }
+
+        return $thisValue == $entryValue;
     }
 
     public function name(): string
@@ -122,18 +98,19 @@ public function toString(): string
         return $value->format('Y-m-d');
     }
 
+    /**
+     * @return Type<DateTimeInterface>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?DateTimeInterface
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/DateTimeEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/DateTimeEntry.php
index 0488c59088..08765549bf 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/DateTimeEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/DateTimeEntry.php
@@ -4,10 +4,7 @@
 
 namespace Flow\ETL\Row\Entry;
 
-use DateTime;
-use DateTimeImmutable;
 use DateTimeInterface;
-use Exception;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
@@ -16,11 +13,11 @@
 use Flow\Types\Type;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_string;
 
 /**
- * @implements Entry<?\DateTimeInterface>
+ * @template-covariant T of \DateTimeInterface|null
+ *
+ * @implements Entry<T>
  */
 final class DateTimeEntry implements Entry
 {
@@ -28,35 +25,20 @@ final class DateTimeEntry implements Entry
 
     private DateTimeDefinition $definition;
 
-    private readonly ?DateTimeInterface $value;
-
     /**
+     * @param T $value
+     *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        DateTimeInterface|string|null $value,
+        private readonly ?DateTimeInterface $value,
         ?Metadata $metadata = null,
     ) {
         if ($name === '') {
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if (is_string($value)) {
-            try {
-                $this->value = new DateTimeImmutable($value);
-            } catch (Exception $e) {
-                throw new InvalidArgumentException(
-                    "Invalid value given: '{$value}', reason: " . $e->getMessage(),
-                    previous: $e,
-                );
-            }
-        } elseif ($value instanceof DateTime) {
-            $this->value = DateTimeImmutable::createFromMutable($value);
-        } else {
-            $this->value = $value;
-        }
-
         $this->definition = new DateTimeDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
@@ -70,11 +52,6 @@ public function definition(): DateTimeDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value ? clone $this->value : null, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -86,17 +63,18 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && $this->value() == $entry->value()
-        );
-    }
+        if (!$entry instanceof self || !$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
+            return false;
+        }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value));
+        $thisValue = $this->value();
+        $entryValue = $entry->value();
+
+        if ($thisValue === null || $entryValue === null) {
+            return $thisValue === $entryValue;
+        }
+
+        return $thisValue == $entryValue;
     }
 
     public function name(): string
@@ -120,18 +98,19 @@ public function toString(): string
         return $value->format(DateTimeInterface::ATOM);
     }
 
+    /**
+     * @return Type<DateTimeInterface>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?DateTimeInterface
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/EnumEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/EnumEntry.php
index 097d5bb14a..9e00eb234f 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/EnumEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/EnumEntry.php
@@ -12,10 +12,11 @@
 use UnitEnum;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
 
 /**
- * @implements Entry<?\UnitEnum>
+ * @template-covariant T of \UnitEnum|null
+ *
+ * @implements Entry<T>
  */
 final class EnumEntry implements Entry
 {
@@ -26,17 +27,26 @@ final class EnumEntry implements Entry
      */
     private EnumDefinition $definition;
 
+    /**
+     * @param T $value
+     */
     public function __construct(
         private readonly string $name,
         private readonly ?UnitEnum $value,
         ?Metadata $metadata = null,
     ) {
-        /** @var class-string<\UnitEnum>&literal-string $enumClass */
-        $enumClass = $this->value === null ? UnitEnum::class : $this->value::class;
-        $this->definition = new EnumDefinition(
-            $this->name,
-            $enumClass,
-            $this->value === null,
+        $this->definition = self::buildDefinition($this->name, $this->value, $metadata);
+    }
+
+    /**
+     * @return EnumDefinition<\UnitEnum>
+     */
+    private static function buildDefinition(string $name, ?UnitEnum $value, ?Metadata $metadata): EnumDefinition
+    {
+        return new EnumDefinition(
+            $name,
+            $value === null ? UnitEnum::class : $value::class,
+            $value === null,
             $metadata ?: Metadata::empty(),
         );
     }
@@ -58,11 +68,6 @@ public function definition(): EnumDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -77,16 +82,14 @@ public function isEqual(Entry $entry): bool
         return $entry instanceof self && type_equals($this->type(), $entry->type()) && $this->value === $entry->value;
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value()));
-    }
-
     public function name(): string
     {
         return $this->name;
     }
 
+    /**
+     * @return self<T>
+     */
     public function rename(string $name): static
     {
         return new self($name, $this->value, $this->definition->metadata());
@@ -109,13 +112,11 @@ public function type(): EnumType
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?UnitEnum
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/FloatEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/FloatEntry.php
index 520c297b61..c898432288 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/FloatEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/FloatEntry.php
@@ -4,7 +4,6 @@
 
 namespace Flow\ETL\Row\Entry;
 
-use Brick\Math\BigDecimal;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
@@ -15,11 +14,14 @@
 use function bccomp;
 use function Flow\ETL\DSL\is_type;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
+use function Flow\Types\DSL\type_numeric_string;
 use function number_format;
+use function sprintf;
 
 /**
- * @implements Entry<?float>
+ * @template-covariant T of float|null
+ *
+ * @implements Entry<T>
  */
 final class FloatEntry implements Entry
 {
@@ -27,18 +29,18 @@ final class FloatEntry implements Entry
 
     private FloatDefinition $definition;
 
-    private readonly ?float $value;
-
+    /**
+     * @param T $value
+     */
     public function __construct(
         private readonly string $name,
-        float|int|string|null $value,
+        private readonly ?float $value,
         ?Metadata $metadata = null,
     ) {
         if ('' === $name) {
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        $this->value = $value !== null ? BigDecimal::of((string) $value)->toFloat() : null;
         $this->definition = new FloatDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
@@ -52,11 +54,6 @@ public function definition(): FloatDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -68,34 +65,30 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
+        if (!$entry instanceof self || !$this->is($entry->name())) {
+            return false;
+        }
+
         $entryValue = $entry->value();
         $thisValue = $this->value();
 
-        if ($entryValue === null && $thisValue !== null) {
-            return false;
+        if ($entryValue === null && $thisValue === null) {
+            return is_type($this->type(), $entry->type());
         }
 
-        if ($entryValue !== null && $thisValue === null) {
+        if ($entryValue === null || $thisValue === null) {
             return false;
         }
 
-        if ($entryValue === null && $thisValue === null) {
-            return $this->is($entry->name()) && $entry instanceof self && is_type($this->type(), $entry->type());
-        }
-
         return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type()) /** @phpstan-ignore-next-line */
-            && bccomp((string) $thisValue, (string) $entryValue) === 0
+            type_equals($this->type(), $entry->type())
+            && bccomp(
+                type_numeric_string()->assert(sprintf('%.20F', $thisValue)),
+                type_numeric_string()->assert(sprintf('%.20F', $entryValue)),
+            ) === 0
         );
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value()));
-    }
-
     public function name(): string
     {
         return $this->name;
@@ -118,18 +111,19 @@ public function toString(): string
         return number_format($this->value, 6, '.', '');
     }
 
+    /**
+     * @return Type<float>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?float
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/HTMLElementEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/HTMLElementEntry.php
index 6fc73c5392..6f11f2d8cd 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/HTMLElementEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/HTMLElementEntry.php
@@ -6,22 +6,24 @@
 
 use Dom\HTMLDocument;
 use Dom\HTMLElement;
+use Flow\ETL\Exception\RuntimeException;
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
 use Flow\ETL\Schema\Definition\HTMLElementDefinition;
 use Flow\ETL\Schema\Metadata;
 use Flow\Types\Type;
 
+use function class_exists;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_instance_of;
-use function Flow\Types\DSL\type_optional;
-use function is_string;
+use function sprintf;
 
 use const LIBXML_HTML_NOIMPLIED;
 use const LIBXML_NOERROR;
 
 /**
- * @implements Entry<?HTMLElement>
+ * @template-covariant T of HTMLElement|null
+ *
+ * @implements Entry<T>
  */
 final class HTMLElementEntry implements Entry
 {
@@ -29,20 +31,14 @@ final class HTMLElementEntry implements Entry
 
     private HTMLElementDefinition $definition;
 
-    private readonly ?HTMLElement $value;
-
+    /**
+     * @param T $value
+     */
     public function __construct(
         private readonly string $name,
-        HTMLElement|string|null $value,
+        private readonly ?HTMLElement $value,
         ?Metadata $metadata = null,
     ) {
-        if (is_string($value)) {
-            $document = HTMLDocument::createFromString($value, LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
-
-            $value = $document->documentElement;
-        }
-
-        $this->value = $value;
         $this->definition = new HTMLElementDefinition(
             $this->name,
             $this->value === null,
@@ -50,6 +46,25 @@ public function __construct(
         );
     }
 
+    /**
+     * @return self<HTMLElement>
+     */
+    public static function fromString(string $name, string $value, ?Metadata $metadata = null): self
+    {
+        if (!class_exists('\Dom\HTMLDocument')) {
+            throw new RuntimeException('HTMLElementEntry requires PHP 8.4+ (\Dom\HTMLDocument is not available).');
+        }
+
+        $document = HTMLDocument::createFromString($value, LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
+        $documentElement = $document->documentElement;
+
+        if (!$documentElement instanceof HTMLElement) {
+            throw new RuntimeException(sprintf('Given string "%s" does not produce a valid HTML element', $value));
+        }
+
+        return new self($name, $documentElement, $metadata);
+    }
+
     public function __toString(): string
     {
         if ($this->value === null) {
@@ -64,16 +79,6 @@ public function definition(): HTMLElementDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self(
-            $this->name,
-            type_optional(type_instance_of(HTMLElement::class))
-                ->assert($this->value ? $this->value->cloneNode(true) : null),
-            $this->definition->metadata(),
-        );
-    }
-
     public function is(Reference|string $name): bool
     {
         if ($name instanceof Reference) {
@@ -96,14 +101,6 @@ public function isEqual(Entry $entry): bool
         return $this->value?->C14N() === $entry->value?->C14N();
     }
 
-    public function map(callable $mapper): static
-    {
-        $mappedValue = $mapper($this->value());
-        $mappedValue = type_optional(type_instance_of(HTMLElement::class))->assert($mappedValue);
-
-        return new self($this->name, $mappedValue);
-    }
-
     public function name(): string
     {
         return $this->name;
@@ -123,18 +120,19 @@ public function toString(): string
         return $this->value->innerHTML;
     }
 
+    /**
+     * @return Type<HTMLElement>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?HTMLElement
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/HTMLEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/HTMLEntry.php
index 52fb0a6636..5d51844dac 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/HTMLEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/HTMLEntry.php
@@ -5,20 +5,23 @@
 namespace Flow\ETL\Row\Entry;
 
 use Dom\HTMLDocument;
+use Flow\ETL\Exception\RuntimeException;
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
 use Flow\ETL\Schema\Definition\HTMLDefinition;
 use Flow\ETL\Schema\Metadata;
 use Flow\Types\Type;
 
+use function class_exists;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_string;
+use function sprintf;
 
 use const LIBXML_NOERROR;
 
 /**
- * @implements Entry<?HTMLDocument>
+ * @template-covariant T of HTMLDocument|null
+ *
+ * @implements Entry<T>
  */
 final class HTMLEntry implements Entry
 {
@@ -26,20 +29,34 @@ final class HTMLEntry implements Entry
 
     private HTMLDefinition $definition;
 
-    private ?HTMLDocument $value;
-
+    /**
+     * @param T $value
+     */
     public function __construct(
         private readonly string $name,
-        HTMLDocument|string|null $value,
+        private readonly ?HTMLDocument $value,
         ?Metadata $metadata = null,
     ) {
-        if (is_string($value)) {
-            $this->value = HTMLDocument::createFromString($value, LIBXML_NOERROR);
-        } else {
-            $this->value = $value;
+        $this->definition = new HTMLDefinition($this->name, null === $this->value, $metadata ?: Metadata::empty());
+    }
+
+    /**
+     * @return self<HTMLDocument>
+     */
+    public static function fromString(string $name, string $value, ?Metadata $metadata = null): self
+    {
+        if (!class_exists('\Dom\HTMLDocument')) {
+            throw new RuntimeException('HTMLEntry requires PHP 8.4+ (\Dom\HTMLDocument is not available).');
         }
 
-        $this->definition = new HTMLDefinition($this->name, null === $this->value, $metadata ?: Metadata::empty());
+        $document = HTMLDocument::createFromString($value, LIBXML_NOERROR);
+
+        // @mago-ignore analysis:impossible-condition
+        if (!$document instanceof HTMLDocument) {
+            throw new RuntimeException(sprintf('Given string "%s" could not be parsed as HTML', $value));
+        }
+
+        return new self($name, $document, $metadata);
     }
 
     public function __toString(): string
@@ -52,11 +69,6 @@ public function definition(): HTMLDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value ? clone $this->value : null, $this->definition->metadata());
-    }
-
     public function is(Reference|string $name): bool
     {
         if ($name instanceof Reference) {
@@ -79,16 +91,14 @@ public function isEqual(Entry $entry): bool
         return $entry->value()?->saveHtml() === $this->value?->saveHtml();
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value));
-    }
-
     public function name(): string
     {
         return $this->name;
     }
 
+    /**
+     * @return self<T>
+     */
     public function rename(string $name): static
     {
         return new self($name, $this->value, $this->definition->metadata());
@@ -103,18 +113,19 @@ public function toString(): string
         return $this->value->saveHtml();
     }
 
+    /**
+     * @return Type<HTMLDocument>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?HTMLDocument
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/IntegerEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/IntegerEntry.php
index 13446189c9..fda34d12bb 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/IntegerEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/IntegerEntry.php
@@ -12,10 +12,11 @@
 use Flow\Types\Type;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
 
 /**
- * @implements Entry<?int>
+ * @template-covariant T of int|null
+ *
+ * @implements Entry<T>
  */
 final class IntegerEntry implements Entry
 {
@@ -24,6 +25,8 @@ final class IntegerEntry implements Entry
     private IntegerDefinition $definition;
 
     /**
+     * @param T $value
+     *
      * @throws InvalidArgumentException
      */
     public function __construct(
@@ -48,11 +51,6 @@ public function definition(): IntegerDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -72,11 +70,6 @@ public function isEqual(Entry $entry): bool
         );
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value()));
-    }
-
     public function name(): string
     {
         return $this->name;
@@ -99,18 +92,19 @@ public function toString(): string
         return (string) $this->value();
     }
 
+    /**
+     * @return Type<int>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?int
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/JsonEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/JsonEntry.php
index 63543d9164..184e60cebe 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/JsonEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/JsonEntry.php
@@ -11,16 +11,15 @@
 use Flow\ETL\Schema\Metadata;
 use Flow\Types\Type;
 use Flow\Types\Value\Json;
-use Throwable;
 
 use function array_keys;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_array;
 use function is_string;
 
 /**
- * @implements Entry<?Json>
+ * @template-covariant T of Json|null
+ *
+ * @implements Entry<T>
  */
 final class JsonEntry implements Entry
 {
@@ -28,40 +27,21 @@ final class JsonEntry implements Entry
 
     private JsonDefinition $definition;
 
-    private readonly ?Json $json;
-
     /**
-     * @param null|array<array-key, mixed>|Json|string $value
+     * @param T $value
      *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        array|string|Json|null $value,
+        private readonly ?Json $value,
         ?Metadata $metadata = null,
     ) {
         if ('' === $name) {
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if ($value instanceof Json) {
-            $this->json = $value;
-        } elseif (is_string($value)) {
-            try {
-                $this->json = new Json($value);
-            } catch (Throwable $e) {
-                throw new InvalidArgumentException(
-                    "Invalid value given: '{$value}', reason: " . $e->getMessage(),
-                    previous: $e,
-                );
-            }
-        } elseif (is_array($value)) {
-            $this->json = Json::fromArray($value);
-        } else {
-            $this->json = null;
-        }
-
-        $this->definition = new JsonDefinition($this->name, $this->json === null, $metadata ?: Metadata::empty());
+        $this->definition = new JsonDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
     /**
@@ -69,7 +49,7 @@ public function __construct(
      *
      * @throws InvalidArgumentException
      *
-     * @return Entry<?Json>
+     * @return ($value is null ? Entry<null> : Entry<Json>)
      */
     public static function object(string $name, ?array $value, ?Metadata $metadata = null): Entry
     {
@@ -98,11 +78,6 @@ public function definition(): JsonDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->json, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -126,8 +101,8 @@ public function isEqual(Entry $entry): bool
             return false;
         }
 
-        $thisJson = $this->json;
-        $entryJson = $entry->json;
+        $thisJson = $this->value;
+        $entryJson = $entry->value;
 
         if ($thisJson === null && $entryJson === null) {
             return true;
@@ -140,28 +115,26 @@ public function isEqual(Entry $entry): bool
         return $thisJson->isEqual($entryJson);
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->json), $this->definition->metadata());
-    }
-
     public function name(): string
     {
         return $this->name;
     }
 
+    /**
+     * @return self<T>
+     */
     public function rename(string $name): static
     {
-        return new self($name, $this->json, $this->definition->metadata());
+        return new self($name, $this->value, $this->definition->metadata());
     }
 
     public function toString(): string
     {
-        if ($this->json === null) {
+        if ($this->value === null) {
             return '';
         }
 
-        return $this->json->toString();
+        return $this->value->toString();
     }
 
     /**
@@ -172,13 +145,11 @@ public function type(): Type
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?Json
     {
-        return $this->json;
-    }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->cast($value), $this->definition->metadata());
+        return $this->value;
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/ListEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/ListEntry.php
index ba54fe3450..4db94581dc 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/ListEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/ListEntry.php
@@ -14,33 +14,37 @@
 use Flow\Types\Type\TypeDetector;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_array;
 use function json_encode;
 
 /**
  * @template T
+ * @template-covariant TList of list<T>|null
  *
- * @implements Entry<?list<T>>
+ * @implements Entry<TList>
  */
 final class ListEntry implements Entry
 {
     use EntryRef;
 
+    /**
+     * @var TList
+     */
+    private readonly ?array $value;
+
     /**
      * @var ListDefinition<T>
      */
     private ListDefinition $definition;
 
     /**
-     * @param ?list<T> $value
+     * @param TList $value
      * @param ListType<T> $type
      *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        private readonly ?array $value,
+        mixed $value,
         ListType $type,
         ?Metadata $metadata = null,
     ) {
@@ -48,7 +52,10 @@ public function __construct(
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if ($value !== null && !$type->isValid($value)) {
+        $this->value = $value;
+
+        // @mago-ignore analysis:redundant-type-comparison
+        if ($this->value !== null && !$type->isValid($this->value)) {
             throw InvalidArgumentException::because(
                 'Expected ' . $type->toString() . ' got different types: ' . (new TypeDetector())
                     ->detectType($this->value)
@@ -77,11 +84,6 @@ public function definition(): ListDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->type(), $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -93,32 +95,22 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
-        $entryValue = $entry->value();
-        $thisValue = $this->value();
-
-        if ($entryValue === null && $thisValue !== null) {
+        if (!$entry instanceof self) {
             return false;
         }
 
-        if ($entryValue !== null && $thisValue === null) {
+        if (!$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
             return false;
         }
 
-        if ($entryValue === null && $thisValue === null) {
-            return $this->is($entry->name()) && $entry instanceof self && type_equals($this->type(), $entry->type());
-        }
+        $entryValue = $entry->value();
+        $thisValue = $this->value();
 
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && (new ArrayComparison())->equals($thisValue, is_array($entryValue) ? $entryValue : null)
-        );
-    }
+        if ($entryValue === null || $thisValue === null) {
+            return $entryValue === $thisValue;
+        }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value), $this->type());
+        return (new ArrayComparison())->equals($thisValue, $entryValue);
     }
 
     public function name(): string
@@ -148,13 +140,11 @@ public function type(): ListType
         return $this->definition->type();
     }
 
+    /**
+     * @return TList
+     */
     public function value(): ?array
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->type());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/MapEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/MapEntry.php
index fe0ff1acac..edeca4767c 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/MapEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/MapEntry.php
@@ -14,34 +14,38 @@
 use Flow\Types\Type\TypeDetector;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_array;
 use function json_encode;
 
 /**
  * @template TKey of array-key
  * @template TValue
+ * @template-covariant TMap of array<TKey, TValue>|null
  *
- * @implements Entry<?array<TKey, TValue>>
+ * @implements Entry<TMap>
  */
 final class MapEntry implements Entry
 {
     use EntryRef;
 
+    /**
+     * @var TMap
+     */
+    private readonly ?array $value;
+
     /**
      * @var MapDefinition<TKey, TValue>
      */
     private MapDefinition $definition;
 
     /**
-     * @param ?array<array-key, mixed> $value
+     * @param TMap $value
      * @param MapType<TKey, TValue> $type
      *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        private readonly ?array $value,
+        mixed $value,
         MapType $type,
         ?Metadata $metadata = null,
     ) {
@@ -49,11 +53,16 @@ public function __construct(
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if ($value !== null && !$type->isValid($value)) {
+        $this->value = $value;
+
+        // @mago-ignore analysis:redundant-type-comparison
+        if ($this->value !== null && !$type->isValid($this->value)) {
             throw InvalidArgumentException::because(
-                'Expected ' . $type->toString() . ' got different types: ' . (new TypeDetector())
-                    ->detectType($this->value)
-                    ->toString(),
+                'Expected ' . $type->toString() . ' got different types: '
+                    . (new TypeDetector())
+                        // @mago-ignore analysis:no-value
+                        ->detectType($this->value)
+                        ->toString(),
             );
         }
 
@@ -78,11 +87,6 @@ public function definition(): MapDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->type(), $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -94,32 +98,22 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
-        $entryValue = $entry->value();
-        $thisValue = $this->value();
-
-        if ($entryValue === null && $thisValue !== null) {
+        if (!$entry instanceof self) {
             return false;
         }
 
-        if ($entryValue !== null && $thisValue === null) {
+        if (!$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
             return false;
         }
 
-        if ($entryValue === null && $thisValue === null) {
-            return $this->is($entry->name()) && $entry instanceof self && type_equals($this->type(), $entry->type());
-        }
+        $entryValue = $entry->value();
+        $thisValue = $this->value();
 
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && (new ArrayComparison())->equals($thisValue, is_array($entryValue) ? $entryValue : null)
-        );
-    }
+        if ($entryValue === null || $thisValue === null) {
+            return $entryValue === $thisValue;
+        }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value), $this->type());
+        return (new ArrayComparison())->equals($thisValue, $entryValue);
     }
 
     public function name(): string
@@ -149,13 +143,11 @@ public function type(): MapType
         return $this->definition->type();
     }
 
+    /**
+     * @return TMap
+     */
     public function value(): ?array
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->type());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/StringEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/StringEntry.php
index 45ab759d58..ea665b76ad 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/StringEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/StringEntry.php
@@ -12,12 +12,13 @@
 use Flow\Types\Type;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
 use function mb_strtolower;
 use function mb_strtoupper;
 
 /**
- * @implements Entry<?string>
+ * @template-covariant T of string|null
+ *
+ * @implements Entry<T>
  */
 final class StringEntry implements Entry
 {
@@ -26,6 +27,8 @@ final class StringEntry implements Entry
     private StringDefinition $definition;
 
     /**
+     * @param T $value
+     *
      * @throws InvalidArgumentException
      */
     public function __construct(
@@ -46,12 +49,17 @@ public function __construct(
         );
     }
 
+    /**
+     * @return self<null>
+     */
     public static function fromNull(string $name, ?Metadata $metadata = null): self
     {
         return new self($name, null, $metadata, fromNull: true);
     }
 
     /**
+     * @return self<string>
+     *
      * @throws InvalidArgumentException
      */
     public static function lowercase(string $name, string $value): self
@@ -60,6 +68,8 @@ public static function lowercase(string $name, string $value): self
     }
 
     /**
+     * @return self<string>
+     *
      * @throws InvalidArgumentException
      */
     public static function uppercase(string $name, string $value): self
@@ -77,11 +87,6 @@ public function definition(): StringDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -101,17 +106,14 @@ public function isEqual(Entry $entry): bool
         );
     }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value()));
-    }
-
     public function name(): string
     {
         return $this->name;
     }
 
     /**
+     * @return self<T>
+     *
      * @throws InvalidArgumentException
      */
     public function rename(string $name): static
@@ -119,6 +121,9 @@ public function rename(string $name): static
         return new self($name, $this->value, $this->definition->metadata());
     }
 
+    /**
+     * @return self<string|null>
+     */
     public function toLowercase(): self
     {
         return new self($this->name, $this->value ? mb_strtolower($this->value) : null);
@@ -135,18 +140,19 @@ public function toString(): string
         return $value;
     }
 
+    /**
+     * @return Type<string>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?string
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/StructureEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/StructureEntry.php
index fe4cbcc3ca..0568b80863 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/StructureEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/StructureEntry.php
@@ -15,33 +15,38 @@
 
 use function count;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
 use function is_array;
 use function json_encode;
 
 /**
  * @template T
+ * @template-covariant TStruct of array<string, T>|null
  *
- * @implements Entry<?array<string, T>>
+ * @implements Entry<TStruct>
  */
 final class StructureEntry implements Entry
 {
     use EntryRef;
 
+    /**
+     * @var TStruct
+     */
+    private readonly ?array $value;
+
     /**
      * @var StructureDefinition<T>
      */
     private StructureDefinition $definition;
 
     /**
-     * @param ?array<array-key, mixed> $value
+     * @param TStruct $value
      * @param StructureType<T> $type
      *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        private readonly ?array $value,
+        mixed $value,
         StructureType $type,
         ?Metadata $metadata = null,
     ) {
@@ -49,15 +54,20 @@ public function __construct(
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if ($value !== null && 0 === count($value)) {
+        if (is_array($value) && 0 === count($value)) {
             throw InvalidArgumentException::because('Structure must have at least one entry, ' . $name . ' got none.');
         }
 
-        if ($value !== null && !$type->isValid($value)) {
+        $this->value = $value;
+
+        // @mago-ignore analysis:redundant-type-comparison
+        if ($this->value !== null && !$type->isValid($this->value)) {
             throw InvalidArgumentException::because(
-                'Expected ' . $type->toString() . ' got different types: ' . (new TypeDetector())
-                    ->detectType($this->value)
-                    ->toString(),
+                'Expected ' . $type->toString() . ' got different types: '
+                    . (new TypeDetector())
+                        // @mago-ignore analysis:no-value
+                        ->detectType($this->value)
+                        ->toString(),
             );
         }
 
@@ -82,11 +92,6 @@ public function definition(): StructureDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value, $this->type(), $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -98,32 +103,22 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
-        $entryValue = $entry->value();
-        $thisValue = $this->value();
-
-        if ($entryValue === null && $thisValue !== null) {
+        if (!$entry instanceof self) {
             return false;
         }
 
-        if ($entryValue !== null && $thisValue === null) {
+        if (!$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
             return false;
         }
 
-        if ($entryValue === null && $thisValue === null) {
-            return $this->is($entry->name()) && $entry instanceof self && type_equals($this->type(), $entry->type());
-        }
+        $entryValue = $entry->value();
+        $thisValue = $this->value();
 
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && (new ArrayComparison())->equals($thisValue, is_array($entryValue) ? $entryValue : null)
-        );
-    }
+        if ($entryValue === null || $thisValue === null) {
+            return $entryValue === $thisValue;
+        }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value), $this->type());
+        return (new ArrayComparison())->equals($thisValue, $entryValue);
     }
 
     public function name(): string
@@ -153,13 +148,11 @@ public function type(): StructureType
         return $this->definition->type();
     }
 
+    /**
+     * @return TStruct
+     */
     public function value(): ?array
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->type());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/TimeEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/TimeEntry.php
index 908e6fe93f..a13edd9d01 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/TimeEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/TimeEntry.php
@@ -5,24 +5,22 @@
 namespace Flow\ETL\Row\Entry;
 
 use DateInterval;
-use DateTimeImmutable;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Row\Entry;
 use Flow\ETL\Row\Reference;
 use Flow\ETL\Schema\Definition\TimeDefinition;
 use Flow\ETL\Schema\Metadata;
 use Flow\Types\Type;
-use Throwable;
+use ReflectionProperty;
 
 use function Flow\ETL\DSL\date_interval_to_microseconds;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_instance_of;
-use function Flow\Types\DSL\type_optional;
-use function is_string;
 use function json_encode;
 
 /**
- * @implements Entry<?\DateInterval>
+ * @template-covariant T of \DateInterval|null
+ *
+ * @implements Entry<T>
  */
 final class TimeEntry implements Entry
 {
@@ -31,123 +29,95 @@ final class TimeEntry implements Entry
     private TimeDefinition $definition;
 
     /**
-     * Time represented php \DateInterval.
+     * @param T $value
      *
-     * @var null|\DateInterval
-     */
-    private readonly ?DateInterval $value;
-
-    /**
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        DateInterval|string|null $value,
+        private readonly ?DateInterval $value,
         ?Metadata $metadata = null,
     ) {
         if ($name === '') {
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if ($value instanceof DateInterval) {
-            if ($value->y !== 0 || $value->m !== 0) {
-                throw new InvalidArgumentException(
-                    "Relative DateInterval (with months/years) can't be converted to TimeEntry. Given"
-                        . json_encode($value, JSON_THROW_ON_ERROR),
-                );
-            }
-
-            $this->value = $value;
-        } elseif (is_string($value)) {
-            try {
-                $interval = new DateInterval($value);
-
-                if ($interval->y !== 0 || $interval->m !== 0) {
-                    throw new InvalidArgumentException(
-                        "Relative DateInterval (with months/years) can't be converted to microseconds. Given"
-                            . json_encode($interval, JSON_THROW_ON_ERROR),
-                    );
-                }
-
-                $this->value = $interval;
-            } catch (Throwable $dateIntervalException) {
-                try {
-                    $dateTime = new DateTimeImmutable($value);
-
-                    // Get hours, minutes, seconds, and fractional seconds
-                    $hours = (int) $dateTime->format('H');
-                    $minutes = (int) $dateTime->format('i');
-                    $seconds = (int) $dateTime->format('s');
-                    $fraction = (float) ('0.' . $dateTime->format('u')); // Microseconds as fractional part
-
-                    // Construct the DateInterval
-                    $interval = new DateInterval('PT' . $hours . 'H' . $minutes . 'M' . $seconds . 'S');
-                    $interval->f = $fraction; // Set the fractional seconds
-
-                    if ($interval->y !== 0 || $interval->m !== 0) {
-                        throw new InvalidArgumentException(
-                            "Relative DateInterval (with months/years) can't be converted to microseconds. Given"
-                                . json_encode($interval, JSON_THROW_ON_ERROR),
-                        );
-                    }
-
-                    $this->value = $interval;
-                } catch (Throwable) {
-                    throw $dateIntervalException;
-                }
-            }
-        } else {
-            $this->value = null;
+        if ($value !== null && ($value->y !== 0 || $value->m !== 0)) {
+            throw new InvalidArgumentException(
+                "Relative DateInterval (with months/years) can't be converted to TimeEntry. Given"
+                    . json_encode($value, JSON_THROW_ON_ERROR),
+            );
         }
 
         $this->definition = new TimeDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromDays(string $name, int $days): self
     {
-        return new self($name, 'P' . $days . 'D');
+        return new self($name, new DateInterval('P' . $days . 'D'));
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromHours(string $name, int $hours): self
     {
-        return new self($name, 'PT' . $hours . 'H');
+        return new self($name, new DateInterval('PT' . $hours . 'H'));
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromMicroseconds(string $name, int $microseconds): self
     {
         $seconds = intdiv($microseconds, 1_000_000);
         $fraction = ($microseconds % 1_000_000) / 1_000_000;
 
         $interval = new DateInterval('PT' . $seconds . 'S');
-        $interval->f = $fraction;
+        (new ReflectionProperty($interval, 'f'))->setValue($interval, $fraction);
 
         return new self($name, $interval);
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromMilliseconds(string $name, int $milliseconds): self
     {
         $seconds = intdiv($milliseconds, 1000);
         $fraction = ($milliseconds % 1000) / 1000;
 
         $interval = new DateInterval('PT' . $seconds . 'S');
-        $interval->f = $fraction;
+        (new ReflectionProperty($interval, 'f'))->setValue($interval, $fraction);
 
         return new self($name, $interval);
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromMinutes(string $name, int $minutes): self
     {
-        return new self($name, 'PT' . $minutes . 'M');
+        return new self($name, new DateInterval('PT' . $minutes . 'M'));
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromSeconds(string $name, int $seconds): self
     {
-        return new self($name, 'PT' . $seconds . 'S');
+        return new self($name, new DateInterval('PT' . $seconds . 'S'));
     }
 
+    /**
+     * @return self<DateInterval>
+     */
     public static function fromString(string $name, string $time): self
     {
-        return new self($name, $time);
+        return new self($name, new DateInterval($time));
     }
 
     public function __toString(): string
@@ -160,11 +130,6 @@ public function definition(): TimeDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value ? clone $this->value : null, $this->definition->metadata());
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -176,6 +141,10 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
+        if (!$entry instanceof self || !$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
+            return false;
+        }
+
         $entryValue = $entry->value();
         $thisValue = $this->value();
 
@@ -187,20 +156,7 @@ public function isEqual(Entry $entry): bool
             return false;
         }
 
-        type_instance_of(DateInterval::class)->assert($entryValue);
-        type_instance_of(DateInterval::class)->assert($thisValue);
-
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && date_interval_to_microseconds($thisValue) == date_interval_to_microseconds($entryValue)
-        );
-    }
-
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value));
+        return date_interval_to_microseconds($thisValue) == date_interval_to_microseconds($entryValue);
     }
 
     public function name(): string
@@ -230,18 +186,19 @@ public function toString(): string
         return sprintf('%02d:%02d:%02d', $totalHours, $value->i, $value->s);
     }
 
+    /**
+     * @return Type<DateInterval>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?DateInterval
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/UuidEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/UuidEntry.php
index 5276df6f11..1476f4545d 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/UuidEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/UuidEntry.php
@@ -13,11 +13,11 @@
 use Flow\Types\Value\Uuid;
 
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_optional;
-use function is_string;
 
 /**
- * @implements Entry<?Uuid>
+ * @template-covariant T of Uuid|null
+ *
+ * @implements Entry<T>
  */
 final class UuidEntry implements Entry
 {
@@ -25,29 +25,26 @@ final class UuidEntry implements Entry
 
     private UuidDefinition $definition;
 
-    private ?Uuid $value;
-
     /**
+     * @param T $value
+     *
      * @throws InvalidArgumentException
      */
     public function __construct(
         private readonly string $name,
-        Uuid|string|null $value,
+        private readonly ?Uuid $value,
         ?Metadata $metadata = null,
     ) {
         if ('' === $name) {
             throw InvalidArgumentException::because('Entry name cannot be empty');
         }
 
-        if (is_string($value)) {
-            $this->value = Uuid::fromString($value);
-        } else {
-            $this->value = $value;
-        }
-
         $this->definition = new UuidDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
+    /**
+     * @return self<Uuid>
+     */
     public static function from(string $name, string $value): self
     {
         return new self($name, Uuid::fromString($value));
@@ -63,15 +60,6 @@ public function definition(): UuidDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self(
-            $this->name,
-            $this->value ? new Uuid($this->value->toString()) : null,
-            $this->definition->metadata(),
-        );
-    }
-
     public function is(string|Reference $name): bool
     {
         if ($name instanceof Reference) {
@@ -83,31 +71,18 @@ public function is(string|Reference $name): bool
 
     public function isEqual(Entry $entry): bool
     {
-        $entryValue = $entry->value();
-        $thisValue = $this->value();
-
-        if ($entryValue === null && $thisValue !== null) {
+        if (!$entry instanceof self || !$this->is($entry->name()) || !type_equals($this->type(), $entry->type())) {
             return false;
         }
 
-        if ($entryValue !== null && $thisValue === null) {
-            return false;
-        }
+        $entryValue = $entry->value();
+        $thisValue = $this->value();
 
-        /**
-         * @var Uuid $entryValue
-         */
-        return (
-            $this->is($entry->name())
-            && $entry instanceof self
-            && type_equals($this->type(), $entry->type())
-            && $this->value?->isEqual($entryValue)
-        );
-    }
+        if ($thisValue === null || $entryValue === null) {
+            return $thisValue === $entryValue;
+        }
 
-    public function map(callable $mapper): static
-    {
-        return new self($this->name, $mapper($this->value));
+        return $thisValue->isEqual($entryValue);
     }
 
     public function name(): string
@@ -116,6 +91,8 @@ public function name(): string
     }
 
     /**
+     * @return self<T>
+     *
      * @throws InvalidArgumentException
      */
     public function rename(string $name): static
@@ -132,18 +109,19 @@ public function toString(): string
         return $this->value->toString();
     }
 
+    /**
+     * @return Type<Uuid>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?Uuid
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/XMLElementEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/XMLElementEntry.php
index e376f637c8..8b37109127 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/XMLElementEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/XMLElementEntry.php
@@ -12,21 +12,21 @@
 use Flow\ETL\Schema\Definition\XMLElementDefinition;
 use Flow\ETL\Schema\Metadata;
 use Flow\Types\Type;
+use ReflectionProperty;
+use RuntimeException;
 
 use function base64_decode;
 use function base64_encode;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_instance_of;
-use function Flow\Types\DSL\type_optional;
 use function Flow\Types\DSL\type_string;
 use function gzcompress;
 use function gzuncompress;
-use function is_scalar;
-use function is_string;
 use function sprintf;
 
 /**
- * @implements Entry<?\DOMElement>
+ * @template-covariant T of \DOMElement|null
+ *
+ * @implements Entry<T>
  */
 final class XMLElementEntry implements Entry
 {
@@ -34,24 +34,14 @@ final class XMLElementEntry implements Entry
 
     private XMLElementDefinition $definition;
 
-    private readonly ?DOMElement $value;
-
+    /**
+     * @param T $value
+     */
     public function __construct(
         private readonly string $name,
-        DOMElement|string|null $value,
+        private readonly ?DOMElement $value,
         ?Metadata $metadata = null,
     ) {
-        if (is_string($value)) {
-            $doc = new DOMDocument();
-
-            if (!@$doc->loadXML($value)) {
-                throw new InvalidArgumentException(sprintf('Given string "%s" is not valid XML', $value));
-            }
-
-            $value = $doc->documentElement;
-        }
-
-        $this->value = $value;
         $this->definition = new XMLElementDefinition(
             $this->name,
             $this->value === null,
@@ -61,20 +51,22 @@ public function __construct(
 
     public function __serialize(): array
     {
-        return [
-            'name' => $this->name,
-            'value' => $this->value === null ? null : base64_encode(gzcompress($this->toString()) ?: ''),
-        ];
+        if ($this->value === null) {
+            return ['name' => $this->name, 'value' => null];
+        }
+
+        $compressed = gzcompress($this->toString());
+
+        if ($compressed === false) {
+            throw new RuntimeException('Failed to gzcompress XML element entry value.');
+        }
+
+        return ['name' => $this->name, 'value' => base64_encode($compressed)];
     }
 
     public function __toString(): string
     {
-        if ($this->value === null) {
-            return '';
-        }
-
-        /* @phpstan-ignore-next-line */
-        return (string) $this->value->ownerDocument->saveXML($this->value);
+        return $this->toString();
     }
 
     /**
@@ -82,28 +74,49 @@ public function __toString(): string
      */
     public function __unserialize(array $data): void
     {
-        type_string()->assert($data['name']);
-
-        $this->name = $data['name'];
+        $name = type_string()->assert($data['name']);
+        (new ReflectionProperty($this, 'name'))->setValue($this, $name);
 
         if ($data['value'] === null) {
-            $this->value = null;
-            $this->definition = new XMLElementDefinition($this->name, true, Metadata::empty());
+            (new ReflectionProperty($this, 'value'))->setValue($this, null);
+            $this->definition = new XMLElementDefinition($name, true, Metadata::empty());
 
             return;
         }
 
-        $element = gzuncompress(base64_decode(is_scalar($data['value']) ? (string) $data['value'] : '', true) ?: '')
-        ?: '';
+        $encoded = type_string()->assert($data['value']);
+        $decoded = base64_decode($encoded, true);
+
+        if ($decoded === false) {
+            throw new InvalidArgumentException(sprintf('Given value "%s" is not valid base64', $encoded));
+        }
+
+        $xmlString = gzuncompress($decoded);
+
+        if ($xmlString === false) {
+            throw new InvalidArgumentException('Given value is not valid gzcompressed XML');
+        }
 
         $domDocument = new DOMDocument();
-        @$domDocument->loadXML($element);
 
-        /**
-         * @phpstan-ignore-next-line
-         */
-        $this->value = (new DOMDocument())->importNode($domDocument->documentElement, true);
-        $this->definition = new XMLElementDefinition($this->name, false, Metadata::empty());
+        if (!@$domDocument->loadXML($xmlString)) {
+            throw new InvalidArgumentException(sprintf('Given string "%s" is not valid XML', $xmlString));
+        }
+
+        $documentElement = $domDocument->documentElement;
+
+        if ($documentElement === null) {
+            throw new InvalidArgumentException('Given XML does not contain a document element');
+        }
+
+        $imported = (new DOMDocument())->importNode($documentElement, true);
+
+        if (!$imported instanceof DOMElement) {
+            throw new InvalidArgumentException('Imported node is not a DOMElement');
+        }
+
+        (new ReflectionProperty($this, 'value'))->setValue($this, $imported);
+        $this->definition = new XMLElementDefinition($name, false, Metadata::empty());
     }
 
     public function definition(): XMLElementDefinition
@@ -111,16 +124,6 @@ public function definition(): XMLElementDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self(
-            $this->name,
-            type_optional(type_instance_of(DOMElement::class))
-                ->assert($this->value ? $this->value->cloneNode(true) : null),
-            $this->definition->metadata(),
-        );
-    }
-
     public function is(Reference|string $name): bool
     {
         if ($name instanceof Reference) {
@@ -143,14 +146,6 @@ public function isEqual(Entry $entry): bool
         return $this->value?->C14N() === $entry->value?->C14N();
     }
 
-    public function map(callable $mapper): static
-    {
-        $mappedValue = $mapper($this->value());
-        $mappedValue = type_optional(type_instance_of(DOMElement::class))->assert($mappedValue);
-
-        return new self($this->name, $mappedValue);
-    }
-
     public function name(): string
     {
         return $this->name;
@@ -167,22 +162,34 @@ public function toString(): string
             return '';
         }
 
-        /* @phpstan-ignore-next-line */
-        return $this->value->ownerDocument->saveXML($this->value);
+        $ownerDocument = $this->value->ownerDocument;
+
+        if ($ownerDocument === null) {
+            return '';
+        }
+
+        $serialized = $ownerDocument->saveXML($this->value);
+
+        if ($serialized === false) {
+            throw new RuntimeException('Failed to serialize XML element.');
+        }
+
+        return $serialized;
     }
 
+    /**
+     * @return Type<DOMElement>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?DOMElement
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/Entry/XMLEntry.php b/src/core/etl/src/Flow/ETL/Row/Entry/XMLEntry.php
index ff362f2497..62c262c516 100644
--- a/src/core/etl/src/Flow/ETL/Row/Entry/XMLEntry.php
+++ b/src/core/etl/src/Flow/ETL/Row/Entry/XMLEntry.php
@@ -11,20 +11,21 @@
 use Flow\ETL\Schema\Definition\XMLDefinition;
 use Flow\ETL\Schema\Metadata;
 use Flow\Types\Type;
+use ReflectionProperty;
+use RuntimeException;
 
 use function base64_decode;
 use function base64_encode;
 use function Flow\Types\DSL\type_equals;
-use function Flow\Types\DSL\type_instance_of;
-use function Flow\Types\DSL\type_optional;
 use function Flow\Types\DSL\type_string;
 use function gzcompress;
 use function gzuncompress;
-use function is_string;
 use function sprintf;
 
 /**
- * @implements Entry<?\DOMDocument>
+ * @template-covariant T of \DOMDocument|null
+ *
+ * @implements Entry<T>
  */
 final class XMLEntry implements Entry
 {
@@ -32,35 +33,30 @@ final class XMLEntry implements Entry
 
     private XMLDefinition $definition;
 
-    private readonly ?DOMDocument $value;
-
+    /**
+     * @param T $value
+     */
     public function __construct(
         private readonly string $name,
-        DOMDocument|string|null $value,
+        private readonly ?DOMDocument $value,
         ?Metadata $metadata = null,
     ) {
-        if (is_string($value)) {
-            $doc = new DOMDocument();
-
-            if (!@$doc->loadXML($value)) {
-                throw new InvalidArgumentException(sprintf('Given string "%s" is not valid XML', $value));
-            }
-
-            $this->value = $doc;
-        } else {
-            $this->value = $value;
-        }
-
         $this->definition = new XMLDefinition($this->name, $this->value === null, $metadata ?: Metadata::empty());
     }
 
     public function __serialize(): array
     {
-        return [
-            'name' => $this->name,
-            /** @phpstan-ignore-next-line  */
-            'value' => $this->value === null ? null : base64_encode(gzcompress($this->toString())),
-        ];
+        if ($this->value === null) {
+            return ['name' => $this->name, 'value' => null];
+        }
+
+        $compressed = gzcompress($this->toString());
+
+        if ($compressed === false) {
+            throw new RuntimeException('Failed to gzcompress XML entry value.');
+        }
+
+        return ['name' => $this->name, 'value' => base64_encode($compressed)];
     }
 
     public function __toString(): string
@@ -77,28 +73,37 @@ public function __toString(): string
      */
     public function __unserialize(array $data): void
     {
-        type_string()->assert($data['name']);
-
-        $this->name = $data['name'];
+        $name = type_string()->assert($data['name']);
+        (new ReflectionProperty($this, 'name'))->setValue($this, $name);
 
         if ($data['value'] === null) {
-            $this->value = null;
-            $this->definition = new XMLDefinition($this->name, true, Metadata::empty());
+            (new ReflectionProperty($this, 'value'))->setValue($this, null);
+            $this->definition = new XMLDefinition($name, true, Metadata::empty());
 
             return;
         }
 
-        /** @phpstan-ignore-next-line  */
-        $xmlString = gzuncompress(base64_decode((string) $data['value'], true));
+        $encoded = type_string()->assert($data['value']);
+        $decoded = base64_decode($encoded, true);
+
+        if ($decoded === false) {
+            throw new InvalidArgumentException(sprintf('Given value "%s" is not valid base64', $encoded));
+        }
+
+        $xmlString = gzuncompress($decoded);
+
+        if ($xmlString === false) {
+            throw new InvalidArgumentException('Given value is not valid gzcompressed XML');
+        }
+
         $doc = new DOMDocument();
 
-        /** @phpstan-ignore-next-line  */
         if (!@$doc->loadXML($xmlString)) {
             throw new InvalidArgumentException(sprintf('Given string "%s" is not valid XML', $xmlString));
         }
 
-        $this->value = $doc;
-        $this->definition = new XMLDefinition($this->name, false, Metadata::empty());
+        (new ReflectionProperty($this, 'value'))->setValue($this, $doc);
+        $this->definition = new XMLDefinition($name, false, Metadata::empty());
     }
 
     public function definition(): XMLDefinition
@@ -106,11 +111,6 @@ public function definition(): XMLDefinition
         return $this->definition;
     }
 
-    public function duplicate(): static
-    {
-        return new self($this->name, $this->value ? clone $this->value : null, $this->definition->metadata());
-    }
-
     public function is(Reference|string $name): bool
     {
         if ($name instanceof Reference) {
@@ -137,14 +137,6 @@ public function isEqual(Entry $entry): bool
         return $entry->value()?->C14N() === $this->value?->C14N();
     }
 
-    public function map(callable $mapper): static
-    {
-        $mappedValue = $mapper($this->value());
-        $mappedValue = type_optional(type_instance_of(DOMDocument::class))->assert($mappedValue);
-
-        return new self($this->name, $mappedValue);
-    }
-
     public function name(): string
     {
         return $this->name;
@@ -161,22 +153,28 @@ public function toString(): string
             return '';
         }
 
-        /** @phpstan-ignore-next-line */
-        return $this->value->saveXML($this->value->documentElement);
+        $serialized = $this->value->saveXML($this->value->documentElement);
+
+        if ($serialized === false) {
+            throw new RuntimeException('Failed to serialize XML document.');
+        }
+
+        return $serialized;
     }
 
+    /**
+     * @return Type<DOMDocument>
+     */
     public function type(): Type
     {
         return $this->definition->type();
     }
 
+    /**
+     * @return T
+     */
     public function value(): ?DOMDocument
     {
         return $this->value;
     }
-
-    public function withValue(mixed $value): static
-    {
-        return new self($this->name, type_optional($this->type())->assert($value), $this->definition->metadata());
-    }
 }
diff --git a/src/core/etl/src/Flow/ETL/Row/EntryFactory.php b/src/core/etl/src/Flow/ETL/Row/EntryFactory.php
index a6b6b61be9..7a6afbb5d5 100644
--- a/src/core/etl/src/Flow/ETL/Row/EntryFactory.php
+++ b/src/core/etl/src/Flow/ETL/Row/EntryFactory.php
@@ -40,8 +40,8 @@
 use Flow\Types\Type\Native\UnionType;
 use Flow\Types\Type\TypeDetector;
 use TypeError;
-use UnitEnum;
 
+use function array_values;
 use function Flow\ETL\DSL\bool_entry;
 use function Flow\ETL\DSL\date_entry;
 use function Flow\ETL\DSL\datetime_entry;
@@ -60,9 +60,9 @@
 use function Flow\ETL\DSL\uuid_entry;
 use function Flow\ETL\DSL\xml_element_entry;
 use function Flow\ETL\DSL\xml_entry;
+use function Flow\Types\DSL\type_instance_of;
 use function Flow\Types\DSL\type_optional;
 use function Flow\Types\DSL\type_string;
-use function is_object;
 
 final readonly class EntryFactory
 {
@@ -77,13 +77,23 @@
     public function create(string $entryName, mixed $value, Schema|Definition|null $schema = null): Entry
     {
         if ($schema instanceof Definition) {
-            return $this->createAs($schema->entry()->name(), $value, $schema, $schema->metadata());
+            return $this->createAs(
+                $schema->entry()->name(),
+                $value,
+                $schema->isNullable() ? type_optional($schema->type()) : $schema->type(),
+                $schema->metadata(),
+            );
         }
 
         if ($schema instanceof Schema) {
             $definition = $schema->get($entryName);
 
-            return $this->createAs($definition->entry()->name(), $value, $definition, $definition->metadata());
+            return $this->createAs(
+                $definition->entry()->name(),
+                $value,
+                $definition->isNullable() ? type_optional($definition->type()) : $definition->type(),
+                $definition->metadata(),
+            );
         }
 
         if (null === $value) {
@@ -96,26 +106,12 @@ public function create(string $entryName, mixed $value, Schema|Definition|null $
     }
 
     /**
-     * @param Definition<mixed>|Type<mixed> $definition
+     * @param Type<mixed> $type
      *
      * @return Entry<mixed>
      */
-    public function createAs(
-        string $entryName,
-        mixed $value,
-        Definition|Type $definition,
-        ?Metadata $metadata = null,
-    ): Entry {
-        if ($definition instanceof Definition) {
-            if ($definition->isNullable()) {
-                $type = type_optional($definition->type());
-            } else {
-                $type = $definition->type();
-            }
-        } else {
-            $type = $definition;
-        }
-
+    public function createAs(string $entryName, mixed $value, Type $type, ?Metadata $metadata = null): Entry
+    {
         if (null === $value && $type instanceof OptionalType) {
             return match ($type->base()::class) {
                 StringType::class => string_entry($entryName, null, $metadata),
@@ -123,7 +119,12 @@ public function createAs(
                 FloatType::class => float_entry($entryName, null, $metadata),
                 BooleanType::class => bool_entry($entryName, null, $metadata),
                 MapType::class => map_entry($entryName, null, $type->base(), $metadata),
-                StructureType::class => struct_entry($entryName, null, $type->base(), $metadata),
+                StructureType::class => struct_entry(
+                    $entryName,
+                    null,
+                    type_instance_of(StructureType::class)->assert($type->base()),
+                    $metadata,
+                ),
                 ListType::class => list_entry($entryName, null, $type->base(), $metadata),
                 UuidType::class => uuid_entry($entryName, null, $metadata),
                 DateTimeType::class => datetime_entry($entryName, null, $metadata),
@@ -146,7 +147,15 @@ public function createAs(
             }
 
             if ($type instanceof UnionType && $type->isOptionalType()) {
-                $type = $type->types()->reduceOptionals()->first();
+                $reduced = $type->types()->reduceOptionals()->first();
+
+                if ($reduced === null) {
+                    throw new InvalidArgumentException(
+                        "Entry \"{$entryName}\": cannot reduce optional union type \"{$type->toString()}\".",
+                    );
+                }
+
+                $type = $reduced;
             }
 
             if ($type instanceof StringType) {
@@ -192,11 +201,7 @@ public function createAs(
             if ($type instanceof EnumType) {
                 $castValue = type_optional($type)->cast($value);
 
-                return enum_entry(
-                    $entryName,
-                    is_object($castValue) && $castValue instanceof UnitEnum ? $castValue : null,
-                    $metadata,
-                );
+                return enum_entry($entryName, $castValue, $metadata);
             }
 
             if ($type instanceof JsonType) {
@@ -246,10 +251,12 @@ public function createAs(
             }
 
             if ($type instanceof ListType) {
-                $processedValue = $value === null ? null : $type->cast($value);
+                $processedValue = $value === null ? null : array_values($type->cast($value));
 
                 return new ListEntry($entryName, $processedValue, $type, $metadata);
             }
+
+            // @mago-ignore analysis:avoid-catching-error
         } catch (InvalidArgumentException|CastingException|TypeError $e) {
             throw new InvalidArgumentException(
                 "Entry \"{$entryName}\" conversion exception. {$e->getMessage()}",
@@ -257,7 +264,6 @@ public function createAs(
             );
         }
 
-        /** @var Type<mixed> $type */
         throw new InvalidArgumentException(
             "Can't convert " . get_debug_type($value) . " value into type \"{$type->toString()}\"",
         );
diff --git a/src/core/etl/src/Flow/ETL/Row/References.php b/src/core/etl/src/Flow/ETL/Row/References.php
index c5ddfb5383..0917758b0f 100644
--- a/src/core/etl/src/Flow/ETL/Row/References.php
+++ b/src/core/etl/src/Flow/ETL/Row/References.php
@@ -79,7 +79,13 @@ public function first(): Reference
             throw new InvalidArgumentException('References are empty.');
         }
 
-        return current($this->refs);
+        $first = current($this->refs);
+
+        if ($first === false) {
+            throw new InvalidArgumentException('References are empty.');
+        }
+
+        return $first;
     }
 
     /**
diff --git a/src/core/etl/src/Flow/ETL/Rows.php b/src/core/etl/src/Flow/ETL/Rows.php
index 2868abf1d0..3fc26b0a66 100644
--- a/src/core/etl/src/Flow/ETL/Rows.php
+++ b/src/core/etl/src/Flow/ETL/Rows.php
@@ -7,6 +7,8 @@
 use ArrayAccess;
 use ArrayIterator;
 use Countable;
+use DateInterval;
+use DateTimeInterface;
 use Flow\ETL\Exception\DuplicatedEntriesException;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Exception\RuntimeException;
@@ -42,6 +44,8 @@
 use function Flow\Types\DSL\type_integer;
 use function is_array;
 use function is_int;
+use function is_numeric;
+use function is_string;
 use function iterator_to_array;
 use function usort;
 
@@ -96,7 +100,6 @@ public static function partitioned(array $rows, array|Partitions $partitions): s
         }
 
         $rows = new self(...$rows);
-        /** @var Partitions $partitions */
         $rows->partitions = $partitions;
 
         return $rows;
@@ -602,6 +605,7 @@ public function merge(self $rows): self
      */
     public function offsetExists($offset): bool
     {
+        // @mago-ignore analysis:impossible-condition,redundant-type-comparison
         if (!is_int($offset)) {
             throw new InvalidArgumentException('Rows accepts only integer offsets');
         }
@@ -710,11 +714,12 @@ public function reduce(callable $callable, mixed $input = null)
      */
     public function reduceToArray(string|Reference $reference): array
     {
-        $result = $this->reduce(static function (mixed $ids, Row $row) use ($reference): mixed {
+        // @mago-ignore analysis:mixed-assignment
+        $result = $this->reduce(static function (mixed $ids, Row $row) use ($reference): array {
             if (!is_array($ids)) {
                 $ids = [];
             }
-            $ids[] = $row->get($reference)->value();
+            $ids[] = $row->valueOf($reference);
 
             return $ids;
         }, []);
@@ -786,7 +791,32 @@ public function sort(callable $callback): self
     public function sortAscending(string|Reference $reference): self
     {
         $rows = $this->rows;
-        usort($rows, static fn(Row $a, Row $b): int => $a->valueOf($reference) <=> $b->valueOf($reference));
+        usort($rows, static function (Row $a, Row $b) use ($reference): int {
+            $valueA = $a->valueOf($reference);
+            $valueB = $b->valueOf($reference);
+
+            if (is_numeric($valueA) && is_numeric($valueB)) {
+                return (float) $valueA <=> (float) $valueB;
+            }
+
+            if (is_string($valueA) && is_string($valueB)) {
+                return $valueA <=> $valueB;
+            }
+
+            if ($valueA instanceof DateTimeInterface && $valueB instanceof DateTimeInterface) {
+                return $valueA <=> $valueB;
+            }
+
+            if ($valueA instanceof DateInterval && $valueB instanceof DateInterval) {
+                return $valueA <=> $valueB;
+            }
+
+            if (is_array($valueA) && is_array($valueB)) {
+                return $valueA <=> $valueB;
+            }
+
+            return 0;
+        });
 
         return self::partitioned($rows, $this->partitions);
     }
@@ -811,7 +841,32 @@ public function sortBy(Reference ...$references): self
     public function sortDescending(string|Reference $reference): self
     {
         $rows = $this->rows;
-        usort($rows, static fn(Row $a, Row $b): int => -($a->valueOf($reference) <=> $b->valueOf($reference)));
+        usort($rows, static function (Row $a, Row $b) use ($reference): int {
+            $valueA = $a->valueOf($reference);
+            $valueB = $b->valueOf($reference);
+
+            if (is_numeric($valueA) && is_numeric($valueB)) {
+                return -((float) $valueA <=> (float) $valueB);
+            }
+
+            if (is_string($valueA) && is_string($valueB)) {
+                return -($valueA <=> $valueB);
+            }
+
+            if ($valueA instanceof DateTimeInterface && $valueB instanceof DateTimeInterface) {
+                return -($valueA <=> $valueB);
+            }
+
+            if ($valueA instanceof DateInterval && $valueB instanceof DateInterval) {
+                return -($valueA <=> $valueB);
+            }
+
+            if (is_array($valueA) && is_array($valueB)) {
+                return -($valueA <=> $valueB);
+            }
+
+            return 0;
+        });
 
         return self::partitioned($rows, $this->partitions);
     }
diff --git a/src/core/etl/src/Flow/ETL/Schema.php b/src/core/etl/src/Flow/ETL/Schema.php
index 24e501ae0b..ac9bf75e19 100644
--- a/src/core/etl/src/Flow/ETL/Schema.php
+++ b/src/core/etl/src/Flow/ETL/Schema.php
@@ -47,6 +47,7 @@ public static function fromArray(array $definitions): self
     {
         $schema = [];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($definitions as $definition) {
             if (!is_array($definition)) {
                 throw new InvalidArgumentException('Schema definition must be an array');
@@ -123,7 +124,7 @@ public function add(Definition ...$definitions): self
     /**
      * Adds metadata to a given definition.
      *
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      *
      * @throws SchemaDefinitionNotFoundException
      *
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition.php b/src/core/etl/src/Flow/ETL/Schema/Definition.php
index f37975b1d4..c984c7b08c 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition.php
@@ -14,7 +14,7 @@
 interface Definition
 {
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      *
      * @return static
      */
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/BooleanDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/BooleanDefinition.php
index b162f2eb16..d51ef65f96 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/BooleanDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/BooleanDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/DateDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/DateDefinition.php
index e8b5c02791..9a50144b1d 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/DateDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/DateDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/DateTimeDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/DateTimeDefinition.php
index efed1287a7..d85f968cea 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/DateTimeDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/DateTimeDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/EnumDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/EnumDefinition.php
index bf771971ae..88927f6f53 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/EnumDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/EnumDefinition.php
@@ -56,7 +56,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/FloatDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/FloatDefinition.php
index 03defbbb0a..4ed7df538c 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/FloatDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/FloatDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLDefinition.php
index 1b312728a3..f172dc43b7 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLDefinition.php
@@ -43,7 +43,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLElementDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLElementDefinition.php
index 27440c233b..a9ad438499 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLElementDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/HTMLElementDefinition.php
@@ -43,7 +43,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/IntegerDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/IntegerDefinition.php
index 53275f5409..52206e1c63 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/IntegerDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/IntegerDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/JsonDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/JsonDefinition.php
index 3bcf282803..2a13d95758 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/JsonDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/JsonDefinition.php
@@ -43,7 +43,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/ListDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/ListDefinition.php
index da8bd77478..260e9f2f94 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/ListDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/ListDefinition.php
@@ -48,7 +48,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/MapDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/MapDefinition.php
index b0903910a9..52eb367b2a 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/MapDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/MapDefinition.php
@@ -43,7 +43,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/StringDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/StringDefinition.php
index 8c3260a5c2..6768a0950e 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/StringDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/StringDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/StructureDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/StructureDefinition.php
index 061f30fb3c..b2a126c872 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/StructureDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/StructureDefinition.php
@@ -44,7 +44,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/TimeDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/TimeDefinition.php
index 05b280a04e..3c203a2081 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/TimeDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/TimeDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/UuidDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/UuidDefinition.php
index a35d9271b5..dca4355a5f 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/UuidDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/UuidDefinition.php
@@ -43,7 +43,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/XMLDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/XMLDefinition.php
index b51a6ef680..f739044020 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/XMLDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/XMLDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Definition/XMLElementDefinition.php b/src/core/etl/src/Flow/ETL/Schema/Definition/XMLElementDefinition.php
index 0443182acd..52df6d0e7b 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Definition/XMLElementDefinition.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Definition/XMLElementDefinition.php
@@ -42,7 +42,7 @@ public function __construct(
     }
 
     /**
-     * @param array<array-key, mixed> $value
+     * @param array<array-key, mixed>|bool|float|int|string $value
      */
     public function addMetadata(string $key, int|string|bool|float|array $value): static
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/TypeFormatter.php b/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/TypeFormatter.php
index eb2a107c64..49c0064e88 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/TypeFormatter.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/TypeFormatter.php
@@ -39,13 +39,23 @@ final class TypeFormatter
      */
     public function format(Type $type, bool $nullable = false): string
     {
-        return match ($type::class) {
-            MapType::class => $this->formatMapType($type, $nullable),
-            ListType::class => $this->formatListType($type, $nullable),
-            StructureType::class => $this->formatStructureType($type, $nullable),
-            OptionalType::class => $this->format($type->base(), true),
-            default => $this->formatSimpleType($type, $nullable),
-        };
+        if ($type instanceof MapType) {
+            return $this->formatMapType($type, $nullable);
+        }
+
+        if ($type instanceof ListType) {
+            return $this->formatListType($type, $nullable);
+        }
+
+        if ($type instanceof StructureType) {
+            return $this->formatStructureType($type, $nullable);
+        }
+
+        if ($type instanceof OptionalType) {
+            return $this->format($type->base(), true);
+        }
+
+        return $this->formatSimpleType($type, $nullable);
     }
 
     /**
@@ -113,7 +123,7 @@ private function formatSimpleType(Type $type, bool $nullable): string
     }
 
     /**
-     * @param StructureType<array<string, Type<mixed>>> $type
+     * @param StructureType<mixed> $type
      */
     private function formatStructureType(StructureType $type, bool $nullable): string
     {
diff --git a/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/ValueFormatter.php b/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/ValueFormatter.php
index 323f018994..1723de63d2 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/ValueFormatter.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Formatter/PHPFormatter/ValueFormatter.php
@@ -50,10 +50,12 @@ private function formatArray(array $array): string
         $formattedArray = [];
 
         if (array_is_list($array)) {
+            // @mago-ignore analysis:mixed-assignment
             foreach ($array as $value) {
                 $formattedArray[] = sprintf('%s', $this->format($value));
             }
         } else {
+            // @mago-ignore analysis:mixed-assignment
             foreach ($array as $key => $value) {
                 $formattedArray[] = sprintf('%s => %s', $this->format($key), $this->format($value));
             }
diff --git a/src/core/etl/src/Flow/ETL/Schema/Metadata.php b/src/core/etl/src/Flow/ETL/Schema/Metadata.php
index aca1bab553..9076c7b6b1 100644
--- a/src/core/etl/src/Flow/ETL/Schema/Metadata.php
+++ b/src/core/etl/src/Flow/ETL/Schema/Metadata.php
@@ -145,6 +145,7 @@ public function remove(string $key): self
      */
     private function assertArray(array $array): void
     {
+        // @mago-ignore analysis:mixed-assignment
         foreach ($array as $value) {
             if (is_array($value)) {
                 $this->assertArray($value);
diff --git a/src/core/etl/src/Flow/ETL/Sort/ExternalSort.php b/src/core/etl/src/Flow/ETL/Sort/ExternalSort.php
index c6a04d99c1..6ae1721438 100644
--- a/src/core/etl/src/Flow/ETL/Sort/ExternalSort.php
+++ b/src/core/etl/src/Flow/ETL/Sort/ExternalSort.php
@@ -39,11 +39,16 @@ public function __construct(
         private readonly BucketsCache $bucketsCache,
         private readonly int $bucketsCount = 10,
     ) {
+        // @mago-ignore analysis:invalid-operand
+        // @mago-ignore analysis:impossible-condition,redundant-comparison
         if ($this->bucketsCount < 1) {
             throw new InvalidArgumentException('Buckets count must be greater than 0, given: ' . $this->bucketsCount);
         }
     }
 
+    /**
+     * @return \Generator<Rows>
+     */
     public function sortGenerator(Generator $rows, FlowContext $context, References $refs): Generator
     {
         $sortedBuckets = [];
diff --git a/src/core/etl/src/Flow/ETL/Sort/ExternalSort/Buckets.php b/src/core/etl/src/Flow/ETL/Sort/ExternalSort/Buckets.php
index f9267321fe..2497b48de8 100644
--- a/src/core/etl/src/Flow/ETL/Sort/ExternalSort/Buckets.php
+++ b/src/core/etl/src/Flow/ETL/Sort/ExternalSort/Buckets.php
@@ -27,13 +27,19 @@ final class Buckets
     public function __construct(array $buckets)
     {
         foreach ($buckets as $bucket) {
-            if (is_array($bucket->rows)) {
-                $this->buckets[$bucket->id] = new ArrayIterator($bucket->rows);
-            } elseif ($bucket->rows instanceof Iterator) {
-                $this->buckets[$bucket->id] = $bucket->rows;
+            $rows = $bucket->rows;
+
+            if (is_array($rows)) {
+                /** @var Iterator<Row> $iterator */
+                $iterator = new ArrayIterator($rows);
+            } elseif ($rows instanceof Iterator) {
+                $iterator = $rows;
             } else {
-                $this->buckets[$bucket->id] = new IteratorIterator($bucket->rows);
+                /** @var Iterator<Row> $iterator */
+                $iterator = new IteratorIterator($rows);
             }
+
+            $this->buckets[$bucket->id] = $iterator;
         }
     }
 
@@ -56,6 +62,7 @@ public function sort(Reference ...$refs): Generator
 
         foreach ($bucketsCopy as $bucketId => $bucket) {
             if ($bucket->valid()) {
+                // @mago-ignore analysis:possibly-null-argument
                 $row = new BucketRow($bucket->current(), $bucketId);
                 $heap->insert($row);
                 $bucket->next();
@@ -65,7 +72,6 @@ public function sort(Reference ...$refs): Generator
         }
 
         while (!$heap->isEmpty()) {
-            /** @var BucketRow $cachedRow */
             $cachedRow = $heap->extract();
 
             yield $cachedRow->row;
@@ -74,6 +80,7 @@ public function sort(Reference ...$refs): Generator
                 $bucket = $bucketsCopy[$cachedRow->bucketId];
 
                 if ($bucket->valid()) {
+                    // @mago-ignore analysis:possibly-null-argument
                     $row = new BucketRow($bucket->current(), $cachedRow->bucketId);
                     $heap->insert($row);
                     $bucket->next();
diff --git a/src/core/etl/src/Flow/ETL/Sort/ExternalSort/BucketsCache/FilesystemBucketsCache.php b/src/core/etl/src/Flow/ETL/Sort/ExternalSort/BucketsCache/FilesystemBucketsCache.php
index c2627ec0c7..adb29c3fdc 100644
--- a/src/core/etl/src/Flow/ETL/Sort/ExternalSort/BucketsCache/FilesystemBucketsCache.php
+++ b/src/core/etl/src/Flow/ETL/Sort/ExternalSort/BucketsCache/FilesystemBucketsCache.php
@@ -30,6 +30,7 @@ public function __construct(
         private int $chunkSize = 100,
         ?Path $cacheDir = null,
     ) {
+        // @mago-ignore analysis:impossible-condition,redundant-comparison
         if ($this->chunkSize < 1) {
             throw new InvalidArgumentException('Chunk size must be greater than 0');
         }
diff --git a/src/core/etl/src/Flow/ETL/Sort/ExternalSort/RowsMinHeap.php b/src/core/etl/src/Flow/ETL/Sort/ExternalSort/RowsMinHeap.php
index 5dedbaa793..e3da48eebf 100644
--- a/src/core/etl/src/Flow/ETL/Sort/ExternalSort/RowsMinHeap.php
+++ b/src/core/etl/src/Flow/ETL/Sort/ExternalSort/RowsMinHeap.php
@@ -8,13 +8,10 @@
 use Flow\ETL\Row\Reference;
 use Flow\ETL\Row\References;
 use Flow\ETL\Row\SortOrder;
-use ReturnTypeWillChange;
 use SplMinHeap;
 
 /**
- * @template HeapElement
- *
- * @implements \SplMinHeap<HeapElement>
+ * @extends \SplMinHeap<BucketRow>
  */
 final class RowsMinHeap extends SplMinHeap
 {
@@ -46,8 +43,7 @@ public function extract(): mixed
         return parent::extract();
     }
 
-    #[ReturnTypeWillChange]
-    public function insert(mixed $value): void
+    public function insert(mixed $value): true
     {
         if (!$value instanceof BucketRow) {
             throw new InvalidArgumentException(
@@ -56,6 +52,8 @@ public function insert(mixed $value): void
         }
 
         parent::insert($value);
+
+        return true;
     }
 
     /**
diff --git a/src/core/etl/src/Flow/ETL/Sort/MemorySort.php b/src/core/etl/src/Flow/ETL/Sort/MemorySort.php
index 553b87ab36..47b1331de8 100644
--- a/src/core/etl/src/Flow/ETL/Sort/MemorySort.php
+++ b/src/core/etl/src/Flow/ETL/Sort/MemorySort.php
@@ -23,12 +23,10 @@ public function __construct(
         private Unit $maximumMemory,
     ) {
         $this->configuration = new Configuration(10);
+        $limit = $this->configuration->limit();
 
-        if ($this->configuration->isLessThan($maximumMemory) && !$this->configuration->isInfinite()) {
-            /**
-             * @phpstan-ignore-next-line
-             */
-            $this->maximumMemory = $this->configuration->limit()->percentage(90);
+        if ($limit !== null && $this->configuration->isLessThan($maximumMemory)) {
+            $this->maximumMemory = $limit->percentage(90);
         }
     }
 
diff --git a/src/core/etl/src/Flow/ETL/Time/SystemSleep.php b/src/core/etl/src/Flow/ETL/Time/SystemSleep.php
index a634aa31e0..8a97c9a267 100644
--- a/src/core/etl/src/Flow/ETL/Time/SystemSleep.php
+++ b/src/core/etl/src/Flow/ETL/Time/SystemSleep.php
@@ -4,12 +4,13 @@
 
 namespace Flow\ETL\Time;
 
+use function max;
 use function usleep;
 
 final class SystemSleep implements Sleep
 {
     public function for(Duration $duration): void
     {
-        usleep($duration->microseconds());
+        usleep(max(0, $duration->microseconds()));
     }
 }
diff --git a/src/core/etl/src/Flow/ETL/Transformation/BatchBy.php b/src/core/etl/src/Flow/ETL/Transformation/BatchBy.php
index 297a68db1a..114ca2704e 100644
--- a/src/core/etl/src/Flow/ETL/Transformation/BatchBy.php
+++ b/src/core/etl/src/Flow/ETL/Transformation/BatchBy.php
@@ -20,6 +20,7 @@ public function __construct(
         private string|Reference $column,
         private ?int $minSize = null,
     ) {
+        // @mago-ignore analysis:invalid-operand
         if ($this->minSize !== null && $this->minSize <= 0) {
             throw new InvalidArgumentException('Minimum batch size must be greater than 0, given: ' . $this->minSize);
         }
diff --git a/src/core/etl/src/Flow/ETL/Transformation/BatchSize.php b/src/core/etl/src/Flow/ETL/Transformation/BatchSize.php
index d7f89f9eff..26e9b2c442 100644
--- a/src/core/etl/src/Flow/ETL/Transformation/BatchSize.php
+++ b/src/core/etl/src/Flow/ETL/Transformation/BatchSize.php
@@ -24,6 +24,7 @@
     public function __construct(
         private int $size,
     ) {
+        // @mago-ignore analysis:impossible-condition,redundant-comparison
         if ($size < 1) {
             throw new InvalidArgumentException('Batch size must be greater than 0');
         }
diff --git a/src/core/etl/src/Flow/ETL/Transformer/CallbackRowTransformer.php b/src/core/etl/src/Flow/ETL/Transformer/CallbackRowTransformer.php
old mode 100755
new mode 100644
diff --git a/src/core/etl/src/Flow/ETL/Transformer/DuplicateRowTransformer.php b/src/core/etl/src/Flow/ETL/Transformer/DuplicateRowTransformer.php
index e95f0cb123..d34c1d5235 100644
--- a/src/core/etl/src/Flow/ETL/Transformer/DuplicateRowTransformer.php
+++ b/src/core/etl/src/Flow/ETL/Transformer/DuplicateRowTransformer.php
@@ -45,7 +45,7 @@ public function transform(Rows $rows, FlowContext $context): Rows
                 $condition = (new Parameter($this->condition))->asBoolean($row, $context);
 
                 if ($condition) {
-                    $duplicatedRow = rows($row->duplicate());
+                    $duplicatedRow = rows($row);
 
                     foreach ($this->entries as $entry) {
                         $duplicatedRow = (new ScalarFunctionTransformer($entry->name, $entry->function))->transform(
diff --git a/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionFilterTransformer.php b/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionFilterTransformer.php
index bf469b62e1..23d5e50a69 100644
--- a/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionFilterTransformer.php
+++ b/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionFilterTransformer.php
@@ -25,12 +25,15 @@ public function transform(Rows $rows, FlowContext $context): Rows
 
         try {
             $result = $rows->filter(function (Row $r) use ($context): bool {
+                // @mago-ignore analysis:mixed-assignment
                 $value = $this->function->eval($r, $context);
 
                 if ($value instanceof ScalarResult) {
+                    // @mago-ignore analysis:mixed-assignment
                     $value = $value->value;
                 }
 
+                // @mago-ignore analysis:mixed-operand
                 return (bool) $value;
             });
 
diff --git a/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionTransformer.php b/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionTransformer.php
index 0fc53684e6..882c1512be 100644
--- a/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionTransformer.php
+++ b/src/core/etl/src/Flow/ETL/Transformer/ScalarFunctionTransformer.php
@@ -60,16 +60,14 @@ private function doTransform(Rows $rows, FlowContext $context): Rows
                     $val,
                     $this->entry instanceof Definition ? $this->entry : null,
                 ))),
+                // @mago-ignore analysis:mixed-argument
                 $this->function->eval($r, $context),
             ));
         }
 
         if ($this->function instanceof UnpackResults) {
             return $rows->map(function (Row $r) use ($context): Row {
-                /**
-                 * @var array-key $key
-                 * @var mixed $val
-                 */
+                // @mago-ignore analysis:mixed-assignment
                 foreach (type_array()->assert($this->function->eval($r, $context)) as $key => $val) {
                     $r = $r->set($context->entryFactory()->create($this->entryName() . '.' . $key, $val));
                 }
@@ -79,11 +77,13 @@ private function doTransform(Rows $rows, FlowContext $context): Rows
         }
 
         return $rows->map(function (Row $r) use ($context): Row {
+            // @mago-ignore analysis:mixed-assignment
             $value = $this->function->eval($r, $context);
             $type = $this->entry instanceof Definition ? $this->entry->type() : null;
 
             if ($value instanceof ScalarResult) {
                 $type = $value->type;
+                // @mago-ignore analysis:mixed-assignment
                 $value = $value->value;
             }
 
diff --git a/src/core/etl/src/Flow/ETL/Transformer/StyleConverter/ArrayKeyConverter.php b/src/core/etl/src/Flow/ETL/Transformer/StyleConverter/ArrayKeyConverter.php
index 4341c76b20..e1ff96f93a 100644
--- a/src/core/etl/src/Flow/ETL/Transformer/StyleConverter/ArrayKeyConverter.php
+++ b/src/core/etl/src/Flow/ETL/Transformer/StyleConverter/ArrayKeyConverter.php
@@ -31,6 +31,7 @@ public function convert(array $array): array
     {
         $newArray = [];
 
+        // @mago-ignore analysis:mixed-assignment
         foreach ($array as $key => $value) {
             $newKey = is_string($key) ? ($this->transformer)($key) : $key;
 
diff --git a/src/core/etl/src/Flow/Serializer/CompressingSerializer.php b/src/core/etl/src/Flow/Serializer/CompressingSerializer.php
index 0f160d885a..37b355c7a4 100644
--- a/src/core/etl/src/Flow/Serializer/CompressingSerializer.php
+++ b/src/core/etl/src/Flow/Serializer/CompressingSerializer.php
@@ -5,7 +5,6 @@
 namespace Flow\Serializer;
 
 use Flow\ETL\Exception\RuntimeException;
-use RuntimeException as BaseRuntimeException;
 
 use function function_exists;
 use function gzcompress;
@@ -31,7 +30,7 @@ public function serialize(object $serializable): string
 
         if (false === $content) {
             // @codeCoverageIgnoreStart
-            throw new BaseRuntimeException('Unable to compress serialized data.');
+            throw new RuntimeException('Unable to compress serialized data.');
 
             // @codeCoverageIgnoreEnd
         }
@@ -54,7 +53,7 @@ public function unserialize(string $serialized, array $classes): object
 
         if (false === $content) {
             // @codeCoverageIgnoreStart
-            throw new BaseRuntimeException('Unable to decompress unserialized data.');
+            throw new RuntimeException('Unable to decompress unserialized data.');
 
             // @codeCoverageIgnoreEnd
         }
diff --git a/src/core/etl/src/Flow/Serializer/NativePHPSerializer.php b/src/core/etl/src/Flow/Serializer/NativePHPSerializer.php
index 45d1562b5f..f71cc7bbc5 100644
--- a/src/core/etl/src/Flow/Serializer/NativePHPSerializer.php
+++ b/src/core/etl/src/Flow/Serializer/NativePHPSerializer.php
@@ -24,6 +24,7 @@ public function serialize(object $serializable): string
 
     public function unserialize(string $serialized, array $classes): object
     {
+        // @mago-ignore analysis:mixed-assignment
         $value = unserialize($serialized, ['allowed_classes' => true]);
 
         foreach ($classes as $class) {
diff --git a/src/core/etl/tests/Flow/Calculator/Tests/Unit/NumberNormalizerTest.php b/src/core/etl/tests/Flow/Calculator/Tests/Unit/NumberNormalizerTest.php
index 7c34ce2857..fc73123023 100644
--- a/src/core/etl/tests/Flow/Calculator/Tests/Unit/NumberNormalizerTest.php
+++ b/src/core/etl/tests/Flow/Calculator/Tests/Unit/NumberNormalizerTest.php
@@ -16,7 +16,7 @@ public function test_normalize_invalid_numbers_to_string(): void
     {
         $this->expectException(NonNumericValueException::class);
         $this->expectExceptionMessage('foo');
-
+        // @mago-ignore analysis:possibly-invalid-argument
         /** @phpstan-ignore-next-line */
         NumberNormalizer::toString('foo', scale: 0);
     }
@@ -45,7 +45,6 @@ public function test_normalize_numbers_to_string(int|string|float $input, int $s
         if (is_string($input)) {
             assert(is_numeric($input), 'String parameter $input must be numeric');
         }
-
         static::assertSame($output, NumberNormalizer::toString($input, scale: $scale));
     }
 
@@ -53,7 +52,6 @@ public function test_using_invalid_scale(): void
     {
         $this->expectException(InvalidScaleException::class);
         $this->expectExceptionMessage('Scale "17" is invalid. It must be between 0 and 16.');
-
         NumberNormalizer::toString(1, scale: 17);
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/CommandOutputNormalizer.php b/src/core/etl/tests/Flow/ETL/Tests/CommandOutputNormalizer.php
index dae7028f27..ec253302ef 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/CommandOutputNormalizer.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/CommandOutputNormalizer.php
@@ -4,6 +4,8 @@
 
 namespace Flow\ETL\Tests;
 
+use PHPUnit\Framework\Assert;
+
 use function array_map;
 use function explode;
 use function implode;
@@ -21,7 +23,7 @@ trait CommandOutputNormalizer
      */
     protected static function assertCommandOutputContains(string $expected, string $actual, string $message = ''): void
     {
-        self::assertStringContainsString($expected, self::normalizeCommandOutput($actual), $message);
+        Assert::assertStringContainsString($expected, self::normalizeCommandOutput($actual), $message);
     }
 
     /**
@@ -33,7 +35,7 @@ protected static function assertCommandOutputContains(string $expected, string $
      */
     protected static function assertCommandOutputEquals(string $expected, string $actual, string $message = ''): void
     {
-        self::assertEquals($expected, self::normalizeCommandOutput($actual), $message);
+        Assert::assertEquals($expected, self::normalizeCommandOutput($actual), $message);
     }
 
     /**
@@ -45,7 +47,7 @@ protected static function assertCommandOutputEquals(string $expected, string $ac
      */
     protected static function assertCommandOutputIdentical(string $expected, string $actual, string $message = ''): void
     {
-        self::assertSame($expected, self::normalizeCommandOutput($actual), $message);
+        Assert::assertSame($expected, self::normalizeCommandOutput($actual), $message);
     }
 
     /**
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Double/FakeExtractor.php b/src/core/etl/tests/Flow/ETL/Tests/Double/FakeExtractor.php
index 5bc4f1439c..9c57aedb3d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Double/FakeExtractor.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Double/FakeExtractor.php
@@ -51,6 +51,7 @@
 use function Flow\Types\DSL\type_structure;
 use function random_int;
 
+// @mago-ignore analysis:less-specific-argument
 final readonly class FakeExtractor implements Extractor
 {
     public function __construct(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Double/FakeRandomOrdersExtractor.php b/src/core/etl/tests/Flow/ETL/Tests/Double/FakeRandomOrdersExtractor.php
index 79bdda641f..f109d123df 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Double/FakeRandomOrdersExtractor.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Double/FakeRandomOrdersExtractor.php
@@ -109,6 +109,7 @@ public function rawData(): Generator
                     : null;
             }
 
+            // @mago-ignore analysis:mixed-assignment
             $signal = yield [
                 'order_id' => $faker->uuid,
                 'seller_id' => $sellers[random_int(0, count($sellers) - 1)],
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Double/FakeStaticOrdersExtractor.php b/src/core/etl/tests/Flow/ETL/Tests/Double/FakeStaticOrdersExtractor.php
index da13adfa06..75e7418942 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Double/FakeStaticOrdersExtractor.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Double/FakeStaticOrdersExtractor.php
@@ -85,6 +85,7 @@ public function rawData(): Generator
         ];
 
         for ($i = 0; $i < $this->count; $i++) {
+            // @mago-ignore analysis:mixed-assignment
             $signal = yield [
                 'index' => $i,
                 'order_id' => '254d61c5-22c8-4407-83a2-76f1cab53af2',
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Fixtures/Example.php b/src/core/etl/tests/Flow/ETL/Tests/Fixtures/Example.php
index 9cb9957f88..8b73049249 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Fixtures/Example.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Fixtures/Example.php
@@ -10,12 +10,15 @@ final class Example
 {
     public int $foo = 1;
 
+    // @mago-ignore analysis:write-only-property
     /** @phpstan-ignore-next-line */
     private readonly DateTimeImmutable $bad;
 
+    // @mago-ignore analysis:write-only-property
     /** @phpstan-ignore-next-line */
     private int $bar = 2;
 
+    // @mago-ignore analysis:write-only-property
     /** @phpstan-ignore-next-line */
     private int $baz = 3;
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Fixtures/without-dataframe.php b/src/core/etl/tests/Flow/ETL/Tests/Fixtures/without-dataframe.php
index 92ed0c075b..8c01dd7396 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Fixtures/without-dataframe.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Fixtures/without-dataframe.php
@@ -1,4 +1,3 @@
-<?php
 
 declare(strict_types=1);
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/FlowIntegrationTestCase.php b/src/core/etl/tests/Flow/ETL/Tests/FlowIntegrationTestCase.php
index 24b0d8e753..db5ea5d6b5 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/FlowIntegrationTestCase.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/FlowIntegrationTestCase.php
@@ -19,6 +19,7 @@
 use function file_put_contents;
 use function Flow\Filesystem\DSL\path;
 use function Flow\Filesystem\DSL\path_real;
+use function getcwd;
 use function getenv;
 use function in_array;
 use function ini_get;
@@ -26,6 +27,7 @@
 use function is_string;
 use function mkdir;
 use function scandir;
+use function sprintf;
 
 /**
  * Test case for integration tests.
@@ -47,7 +49,18 @@ protected function setUp(): void
         $this->baseMemoryLimit = ini_get('memory_limit') ?: '-1';
 
         $cacheDirEnv = getenv(CacheConfig::CACHE_DIR_ENV);
-        $this->cacheDir = path_real($cacheDirEnv ?: '');
+
+        if ($cacheDirEnv === false || $cacheDirEnv === '') {
+            throw new RuntimeException(sprintf(
+                'Integration tests require the %s env var to be set to a writable temp directory. ',
+                CacheConfig::CACHE_DIR_ENV,
+            ));
+        }
+
+        $this->cacheDir = path_real($cacheDirEnv);
+
+        $this->assertCacheDirIsSafe($this->cacheDir);
+
         $this->fs = new NativeLocalFilesystem();
         $this->fstab = new FilesystemTable($this->fs, new StdOutFilesystem());
         $this->serializer = new Base64Serializer(new NativePHPSerializer());
@@ -142,4 +155,25 @@ private function cleanupCacheDir(Path $path): void
     {
         $this->fs()->rm($path);
     }
+
+    private function assertCacheDirIsSafe(Path $cacheDir): void
+    {
+        $resolved = $cacheDir->path();
+
+        if ($resolved === '' || $resolved === '/' || $resolved === '\\') {
+            throw new RuntimeException(sprintf(
+                'Refusing to run integration tests with cache dir resolved to "%s" — would delete root.',
+                $resolved,
+            ));
+        }
+
+        if ($resolved === getcwd()) {
+            throw new RuntimeException(sprintf(
+                'Refusing to run integration tests with cache dir equal to the current working directory ("%s"). '
+                . 'Set %s to a dedicated temp directory.',
+                $resolved,
+                CacheConfig::CACHE_DIR_ENV,
+            ));
+        }
+    }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/Cache/PSRSimpleRedisCacheTestSuite.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/Cache/PSRSimpleRedisCacheTestSuite.php
index 653ee0328a..74d2fd3405 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/Cache/PSRSimpleRedisCacheTestSuite.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/Cache/PSRSimpleRedisCacheTestSuite.php
@@ -15,8 +15,11 @@ final class PSRSimpleRedisCacheTestSuite extends CacheBaseTestSuite
 {
     protected function cache(): Cache
     {
+        $host = getenv('REDIS_HOST');
+        $port = getenv('REDIS_PORT');
+
         return new PSRSimpleCache(new Psr16Cache(new RedisAdapter(RedisAdapter::createConnection(
-            'redis://' . getenv('REDIS_HOST') . ':' . getenv('REDIS_PORT') . '/0',
+            'redis://' . ($host === false ? 'localhost' : $host) . ':' . ($port === false ? '6379' : $port) . '/0',
             [
                 'retry_interval' => 2,
                 'timeout' => 5,
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/AnalyzeTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/AnalyzeTest.php
index 53d377d401..ffa711ae83 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/AnalyzeTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/AnalyzeTest.php
@@ -6,6 +6,7 @@
 
 use DateTimeImmutable;
 use Flow\Clock\FakeClock;
+use Flow\ETL\Dataset\Report;
 use Flow\ETL\Dataset\Statistics\Columns;
 use Flow\ETL\Dataset\Statistics\HighResolutionTime;
 use Flow\ETL\FlowContext;
@@ -367,7 +368,9 @@ public function test_run_uses_analyze_from_config(): void
 
         $report = df($config)->read(from_array([['id' => 1]]))->run();
 
-        static::assertNotNull($report);
+        // @mago-ignore analysis:impossible-type-comparison
+        static::assertInstanceOf(Report::class, $report);
+        // @mago-ignore analysis:mixed-method-access
         static::assertSame(1, $report->statistics()->totalRows());
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/BatchByTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/BatchByTest.php
index a028676cc5..edb5d1d237 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/BatchByTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/BatchByTest.php
@@ -35,6 +35,7 @@ public function test_batch_by_column_with_min_size(): void
                 $batchSizes[] = $rows->count();
             });
 
+        // @mago-ignore analysis:impossible-type-comparison
         static::assertSame(2, $batchCount);
         static::assertSame([3, 2], $batchSizes);
     }
@@ -58,6 +59,7 @@ public function test_batch_by_column_without_min_size(): void
                 $results = array_merge($results, $rows->toArray());
             });
 
+        // @mago-ignore analysis:impossible-type-comparison
         static::assertSame(3, $batchCount);
         static::assertCount(5, $results);
     }
@@ -99,6 +101,7 @@ public function test_batch_by_using_reference_object(): void
                 $batchCount++;
             });
 
+        // @mago-ignore analysis:impossible-type-comparison
         static::assertSame(2, $batchCount);
     }
 
@@ -122,6 +125,7 @@ public function test_batch_by_with_large_group_exceeding_min_size(): void
                 $batchSizes[] = $rows->count();
             });
 
+        // @mago-ignore analysis:impossible-type-comparison
         static::assertSame(2, $batchCount);
         static::assertSame([5, 1], $batchSizes);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/CacheTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/CacheTest.php
index 0b26182b22..6c756d1d4a 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/CacheTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/CacheTest.php
@@ -121,6 +121,7 @@ public function test_cache_with_telemetry_collects_spans_and_metrics(): void
         $telemetry->flush();
 
         $spans = $spanProcessor->endedSpans();
+        // @mago-ignore analysis:redundant-cast
         $setSpans = array_filter($spans, static fn($span) => str_starts_with((string) $span->name(), 'Cache Set '));
 
         static::assertNotEmpty($setSpans, 'Expected Cache Set spans to be recorded');
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/DisplayTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/DisplayTest.php
index 91a49322ca..ae7b9f4613 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/DisplayTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/DisplayTest.php
@@ -65,6 +65,7 @@ public function extract(FlowContext $context): Generator
                         ]),
                         list_entry('list', [1, 2, 3], type_list(type_integer())),
                         map_entry('map', ['NEW', 'PENDING'], type_map(type_integer(), type_string())),
+                        // @mago-ignore analysis:less-specific-argument
                         struct_entry('items', ['item-id' => '1', 'name' => 'one'], type_structure([
                             'item-id' => type_string(),
                             'name' => type_string(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Analyze/goldstock.csv b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Analyze/goldstock.csv
index 344aeca603..a731f09dd6 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Analyze/goldstock.csv
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Analyze/goldstock.csv
@@ -1,2512 +1,2512 @@
-Index,Date,Close,Volume,Open,High,Low
-0,2024-01-19,2029.3,166078.0,2027.4,2041.9,2022.2
-1,2024-01-18,2021.6,167013.0,2009.1,2025.6,2007.7
-2,2024-01-17,2006.5,245194.0,2031.7,2036.1,2004.6
-3,2024-01-16,2030.2,277995.0,2053.4,2062.8,2027.6
-4,2024-01-12,2051.6,250946.0,2033.2,2067.3,2033.1
-5,2024-01-11,2019.2,270624.0,2029.4,2056.1,2017.3
-6,2024-01-10,2027.8,183625.0,2036.0,2046.2,2025.9
-7,2024-01-09,2033.0,194610.0,2034.5,2048.6,2031.9
-8,2024-01-08,2033.5,199325.0,2052.6,2053.3,2022.7
-9,2024-01-05,2049.8,208861.0,2051.4,2071.1,2030.8
-10,2024-01-04,2050.0,125573.0,2049.3,2058.1,2043.3
-11,2024-01-03,2042.8,214132.0,2067.9,2074.3,2038.3
-12,2024-01-02,2073.4,149926.0,2072.7,2088.1,2064.3
-13,2023-12-29,2071.8,102741.0,2076.1,2084.1,2067.6
-14,2023-12-28,2083.5,126411.0,2089.5,2098.2,2074.6
-15,2023-12-27,2093.1,124021.0,2079.3,2095.8,2072.8
-16,2023-12-26,2069.8,76492.0,2066.0,2080.5,2065.1
-17,2023-12-22,2069.1,162292.0,2061.2,2083.0,2058.2
-18,2023-12-21,2051.3,115184.0,2044.4,2058.0,2043.3
-19,2023-12-20,2047.7,119394.0,2053.8,2056.9,2040.6
-20,2023-12-19,2052.1,130031.0,2041.1,2061.0,2034.8
-21,2023-12-18,2040.5,137436.0,2033.3,2048.0,2029.5
-22,2023-12-15,2035.7,166565.0,2051.3,2059.6,2029.2
-23,2023-12-14,2044.9,222776.0,2043.2,2062.9,2039.1
-24,2023-12-13,1997.3,183780.0,1995.1,2043.3,1987.9
-25,2023-12-12,1993.2,140257.0,1997.8,2012.5,1992.3
-26,2023-12-11,1993.7,151409.0,2020.0,2023.7,1991.2
-27,2023-12-08,2014.5,227831.0,2045.7,2050.4,2010.6
-28,2023-12-07,2046.4,165566.0,2043.4,2057.2,2036.6
-29,2023-12-06,2047.9,150192.0,2037.8,2053.4,2035.3
-30,2023-12-05,2036.3,202003.0,2049.0,2059.6,2027.6
-31,2023-12-04,2042.2,368688.0,2094.4,2092.8,2038.4
-32,2023-12-01,2089.7,230877.0,2056.5,2095.7,2052.6
-33,2023-11-30,2057.2,143605.0,2065.4,2067.4,2051.2
-34,2023-11-29,2067.1,189494.0,2062.0,2072.7,2055.9
-35,2023-11-28,2040.0,172968.0,2014.3,2044.1,2011.5
-36,2023-11-27,2012.4,247411.0,2002.5,2018.9,2001.4
-37,2023-11-24,2003.0,211252.0,1991.2,2004.5,1990.9
-38,2023-11-22,1992.8,194093.0,2000.3,2008.3,1988.6
-39,2023-11-21,2001.6,223873.0,1980.0,2009.8,1979.9
-40,2023-11-20,1980.3,172046.0,1980.9,1987.8,1967.2
-41,2023-11-17,1984.7,129520.0,1984.2,1983.6,1982.5
-42,2023-11-16,1987.3,182935.0,1963.0,1984.5,1983.9
-43,2023-11-15,1964.3,138956.0,1966.9,1979.2,1958.8
-44,2023-11-14,1966.5,174844.0,1950.3,1975.3,1938.8
-45,2023-11-13,1950.2,164985.0,1943.4,1953.5,1935.6
-46,2023-11-10,1937.7,210158.0,1964.1,1965.6,1936.9
-47,2023-11-09,1969.8,185574.0,1955.5,1971.5,1948.3
-48,2023-11-08,1957.8,170367.0,1975.3,1977.5,1953.2
-49,2023-11-07,1973.5,200482.0,1984.8,1985.2,1962.8
-50,2023-11-06,1988.6,142515.0,1999.4,1991.5,1984.2
-51,2023-11-03,1999.2,211154.0,1993.5,2011.9,1989.3
-52,2023-11-02,1993.5,150476.0,1992.0,1999.2,1986.3
-53,2023-11-01,1987.5,190094.0,1993.3,2005.9,1978.2
-54,2023-10-31,1994.3,205951.0,2005.6,2017.7,1987.4
-55,2023-10-30,2005.6,177834.0,2013.5,2012.4,1999.7
-56,2023-10-27,1998.5,206932.0,1995.0,2019.7,1986.4
-57,2023-10-26,1997.4,208597.0,1991.2,2003.7,1981.6
-58,2023-10-25,1994.9,235699.0,1982.7,1998.6,1973.6
-59,2023-10-24,1986.1,191586.0,1984.1,1989.0,1970.0
-60,2023-10-23,1987.8,204959.0,1987.7,1990.9,1982.6
-61,2023-10-20,1994.4,279162.0,1988.0,2009.2,1983.7
-62,2023-10-19,1980.5,253690.0,1960.1,1990.2,1957.0
-63,2023-10-18,1968.3,261064.0,1936.7,1975.8,1935.9
-64,2023-10-17,1935.7,159430.0,1933.3,1944.5,1924.6
-65,2023-10-16,1934.3,174742.0,1941.3,1943.0,1921.2
-66,2023-10-13,1941.5,298561.0,1881.7,1946.2,1881.5
-67,2023-10-12,1883.0,158089.0,1888.1,1898.3,1880.6
-68,2023-10-11,1887.3,162914.0,1873.7,1890.9,1871.7
-69,2023-10-10,1875.3,152865.0,1875.4,1879.1,1866.1
-70,2023-10-09,1864.3,183451.0,1861.0,1877.3,1857.5
-71,2023-10-06,1845.2,224544.0,1834.3,1849.0,1823.5
-72,2023-10-05,1831.8,163680.0,1837.6,1843.5,1826.2
-73,2023-10-04,1834.8,187267.0,1838.7,1846.8,1831.6
-74,2023-10-03,1841.5,208110.0,1844.9,1849.3,1830.9
-75,2023-10-02,1847.2,191599.0,1864.4,1864.7,1842.7
-76,2023-09-29,1866.1,234756.0,1882.3,1896.7,1862.3
-77,2023-09-28,1878.6,217353.0,1893.3,1896.8,1874.5
-78,2023-09-27,1890.9,221139.0,1918.8,1921.7,1890.3
-79,2023-09-26,1919.8,202105.0,1935.1,1935.5,1917.2
-80,2023-09-25,1936.6,155517.0,1944.7,1946.8,1933.8
-81,2023-09-22,1945.6,135193.0,1939.6,1949.1,1939.6
-82,2023-09-21,1939.6,218211.0,1952.0,1952.2,1933.1
-83,2023-09-20,1967.1,212731.0,1953.0,1968.9,1948.6
-84,2023-09-19,1953.7,126871.0,1955.3,1958.9,1950.9
-85,2023-09-18,1953.4,134529.0,1945.7,1955.7,1943.8
-86,2023-09-15,1946.2,195342.0,1932.5,1952.4,1931.2
-87,2023-09-14,1932.8,196220.0,1930.7,1934.5,1921.7
-88,2023-09-13,1932.5,156209.0,1935.2,1938.4,1927.2
-89,2023-09-12,1935.1,155034.0,1945.6,1947.5,1929.9
-90,2023-09-11,1947.2,128750.0,1943.3,1947.6,1944.6
-91,2023-09-08,1942.7,136235.0,1943.8,1954.0,1940.8
-92,2023-09-07,1942.5,114097.0,1942.2,1947.9,1940.3
-93,2023-09-06,1944.2,145271.0,1951.5,1954.5,1940.0
-94,2023-09-05,1952.6,187935.0,1966.7,1972.6,1950.6
-95,2023-09-01,1967.1,158269.0,1966.4,1980.2,1960.7
-96,2023-08-31,1965.9,125945.0,1970.2,1974.9,1965.5
-97,2023-08-30,1973.0,138398.0,1966.0,1977.1,1962.8
-98,2023-08-29,1965.1,169333.0,1948.1,1966.5,1941.7
-99,2023-08-28,1946.8,113565.0,1944.0,1954.2,1940.1
-100,2023-08-25,1939.9,163733.0,1944.9,1950.4,1931.0
-101,2023-08-24,1947.1,133727.0,1944.9,1951.3,1939.2
-102,2023-08-23,1948.1,162315.0,1926.8,1949.7,1926.2
-103,2023-08-22,1926.0,126226.0,1924.0,1933.2,1917.5
-104,2023-08-21,1923.0,135415.0,1918.4,1927.9,1913.6
-105,2023-08-18,1916.5,110337.0,1919.2,1926.0,1915.9
-106,2023-08-17,1915.2,146770.0,1922.4,1933.5,1914.2
-107,2023-08-16,1928.3,124766.0,1933.1,1938.2,1922.0
-108,2023-08-15,1935.2,161512.0,1939.4,1944.3,1927.5
-109,2023-08-14,1944.0,117514.0,1945.6,1948.2,1934.2
-110,2023-08-11,1946.6,119090.0,1944.9,1953.6,1942.7
-111,2023-08-10,1948.9,163805.0,1947.7,1963.5,1944.4
-112,2023-08-09,1950.6,130739.0,1959.3,1966.1,1947.2
-113,2023-08-08,1959.9,138581.0,1971.5,1972.8,1956.5
-114,2023-08-07,1970.0,101170.0,1977.6,1981.7,1966.1
-115,2023-08-04,1939.6,290.0,1934.9,1945.0,1920.0
-116,2023-08-03,1932.0,773.0,1934.2,1936.5,1928.0
-117,2023-08-02,1937.4,652.0,1948.4,1953.6,1933.2
-118,2023-08-01,1940.7,688.0,1964.9,1965.4,1940.8
-119,2023-07-31,1970.5,1025.0,1959.2,1971.6,1950.0
-120,2023-07-28,1960.4,22705.0,1945.5,1962.2,1944.2
-121,2023-07-27,1945.7,192370.0,1973.3,1982.6,1941.7
-122,2023-07-26,1970.1,204484.0,1966.3,1979.9,1963.2
-123,2023-07-25,1963.7,182563.0,1957.0,1967.1,1951.6
-124,2023-07-24,1962.2,193572.0,1963.6,1969.8,1955.3
-125,2023-07-21,1966.6,152540.0,1972.1,1975.9,1958.8
-126,2023-07-20,1970.9,186560.0,1980.0,1989.8,1967.7
-127,2023-07-19,1980.4,155975.0,1982.5,1984.6,1973.3
-128,2023-07-18,1980.8,256970.0,1958.3,1988.3,1958.1
-129,2023-07-17,1956.4,161963.0,1958.6,1963.6,1949.0
-130,2023-07-14,1964.4,191150.0,1965.2,1967.8,1954.7
-131,2023-07-13,1963.8,219133.0,1962.7,1968.5,1956.6
-132,2023-07-12,1961.7,250982.0,1938.0,1965.1,1937.5
-133,2023-07-11,1937.1,174842.0,1930.8,1944.5,1929.8
-134,2023-07-10,1931.0,195109.0,1930.7,1933.7,1918.0
-135,2023-07-07,1932.5,208113.0,1916.6,1941.1,1915.4
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-593,2021-09-09,1800.0,152037.0,1790.9,1803.4,1785.1
-594,2021-09-08,1793.5,158104.0,1796.1,1804.4,1783.1
-595,2021-09-07,1798.5,248598.0,1833.5,1833.5,1793.7
-596,2021-09-03,1833.7,181932.0,1811.5,1836.9,1810.9
-597,2021-09-02,1811.5,111099.0,1816.2,1819.6,1806.5
-598,2021-09-01,1816.0,138802.0,1816.7,1822.7,1810.6
-599,2021-08-31,1818.1,162209.0,1812.2,1821.9,1803.4
-600,2021-08-30,1812.2,102579.0,1821.6,1826.5,1810.0
-601,2021-08-27,1819.5,198760.0,1795.2,1821.9,1785.2
-602,2021-08-26,1795.2,131078.0,1793.0,1800.4,1781.3
-603,2021-08-25,1791.0,160525.0,1805.1,1805.3,1784.0
-604,2021-08-24,1808.5,112953.0,1807.6,1812.2,1802.6
-605,2021-08-23,1806.3,150238.0,1781.2,1809.1,1778.0
-606,2021-08-20,1784.0,106495.0,1782.8,1791.0,1780.0
-607,2021-08-19,1783.1,147534.0,1789.5,1795.0,1774.6
-608,2021-08-18,1784.4,131190.0,1787.8,1795.7,1778.8
-609,2021-08-17,1787.8,142476.0,1789.1,1797.6,1782.1
-610,2021-08-16,1789.8,133821.0,1780.9,1791.3,1772.0
-611,2021-08-13,1778.2,140689.0,1754.4,1781.9,1753.0
-612,2021-08-12,1751.8,133990.0,1752.9,1759.6,1742.6
-613,2021-08-11,1753.3,181306.0,1730.4,1756.7,1724.6
-614,2021-08-10,1731.7,178253.0,1732.0,1739.4,1718.5
-615,2021-08-09,1726.5,282388.0,1765.0,1765.7,1677.9
-616,2021-08-06,1763.1,305778.0,1806.7,1807.0,1759.5
-617,2021-08-05,1808.9,166287.0,1814.9,1817.9,1799.7
-618,2021-08-04,1814.5,237140.0,1813.7,1835.9,1808.3
-619,2021-08-03,1814.1,101460.0,1816.8,1818.2,1809.5
-620,2021-08-02,1822.2,157414.0,1817.0,1823.2,1808.2
-621,2021-07-30,1817.2,152236.0,1832.5,1835.5,1813.1
-622,2021-07-29,1835.8,204918.0,1811.5,1837.5,1810.9
-623,2021-07-28,1804.6,195298.0,1802.4,1813.9,1795.6
-624,2021-07-27,1804.0,76707.0,1801.5,1809.5,1796.9
-625,2021-07-26,1803.4,81390.0,1806.4,1816.1,1800.2
-626,2021-07-23,1805.9,88214.0,1811.5,1814.5,1793.1
-627,2021-07-22,1809.2,53343.0,1807.8,1812.3,1796.0
-628,2021-07-21,1807.4,64012.0,1814.7,1818.1,1798.3
-629,2021-07-20,1811.4,216747.0,1813.5,1825.9,1805.2
-630,2021-07-19,1809.2,247651.0,1811.6,1818.0,1795.0
-631,2021-07-16,1815.0,181535.0,1830.7,1832.7,1809.5
-632,2021-07-15,1829.0,168788.0,1828.7,1835.0,1820.6
-633,2021-07-14,1825.0,204998.0,1808.3,1831.1,1804.9
-634,2021-07-13,1809.9,227638.0,1806.7,1818.0,1798.7
-635,2021-07-12,1805.9,188154.0,1808.5,1811.0,1791.0
-636,2021-07-09,1810.6,172928.0,1803.2,1813.0,1796.6
-637,2021-07-08,1800.2,234021.0,1803.8,1819.5,1793.5
-638,2021-07-07,1802.1,168050.0,1797.0,1810.2,1794.1
-639,2021-07-06,1794.2,273015.0,1787.5,1815.7,1784.7
-640,2021-07-02,1783.3,202365.0,1777.5,1795.9,1774.4
-641,2021-07-01,1776.8,167260.0,1770.8,1783.4,1765.9
-642,2021-06-30,1771.6,169111.0,1761.9,1774.7,1753.2
-643,2021-06-29,1763.6,232701.0,1778.8,1779.2,1750.1
-644,2021-06-28,1780.7,158467.0,1782.0,1786.1,1770.4
-645,2021-06-25,1777.8,158121.0,1775.7,1791.0,1773.6
-646,2021-06-24,1776.7,148872.0,1778.2,1788.6,1772.7
-647,2021-06-23,1783.4,175084.0,1779.1,1795.6,1773.1
-648,2021-06-22,1777.4,167293.0,1783.2,1790.1,1771.2
-649,2021-06-21,1782.9,187249.0,1764.3,1786.9,1764.1
-650,2021-06-18,1769.0,254641.0,1773.9,1797.9,1761.2
-651,2021-06-17,1774.8,372368.0,1812.3,1826.4,1767.9
-652,2021-06-16,1861.4,228605.0,1861.0,1866.0,1804.4
-653,2021-06-15,1856.4,152410.0,1867.8,1870.9,1853.0
-654,2021-06-14,1865.9,235708.0,1879.6,1879.7,1845.7
-655,2021-06-11,1879.6,213681.0,1901.9,1906.2,1876.1
-656,2021-06-10,1896.4,244698.0,1891.4,1903.0,1871.8
-657,2021-06-09,1895.5,143891.0,1894.4,1901.7,1889.3
-658,2021-06-08,1894.4,170166.0,1901.6,1906.9,1885.7
-659,2021-06-07,1898.8,142315.0,1894.3,1902.9,1883.7
-660,2021-06-04,1892.0,224522.0,1872.7,1894.6,1891.6
-661,2021-06-03,1873.3,269228.0,1910.5,1876.0,1872.2
-662,2021-06-02,1909.9,160414.0,1903.0,1911.8,1896.4
-663,2021-06-01,1905.0,283146.0,1901.8,1903.0,1901.6
-664,2021-05-28,1905.3,194069.0,1899.8,1908.8,1884.3
-665,2021-05-27,1898.5,203605.0,1899.3,1901.6,1898.9
-666,2021-05-26,1903.8,172696.0,1902.4,1915.6,1893.0
-667,2021-05-25,1900.5,174389.0,1883.4,1903.7,1900.0
-668,2021-05-24,1886.7,51824.0,1885.6,1890.0,1877.9
-669,2021-05-21,1878.9,51799.0,1880.4,1892.3,1872.5
-670,2021-05-20,1883.9,43110.0,1872.2,1887.2,1866.2
-671,2021-05-19,1881.5,387547.0,1870.2,1874.0,1862.0
-672,2021-05-18,1868.0,219676.0,1867.3,1870.6,1868.8
-673,2021-05-17,1867.6,260925.0,1845.9,1867.9,1866.2
-674,2021-05-14,1838.1,222090.0,1826.4,1847.1,1819.0
-675,2021-05-13,1824.0,238443.0,1816.2,1829.1,1808.4
-676,2021-05-12,1822.8,323911.0,1838.2,1844.7,1813.0
-677,2021-05-11,1836.1,294462.0,1836.2,1839.2,1837.3
-678,2021-05-10,1837.6,254657.0,1835.4,1846.3,1830.5
-679,2021-05-07,1831.3,332450.0,1815.4,1833.4,1830.6
-680,2021-05-06,1815.7,277680.0,1787.0,1816.5,1813.0
-681,2021-05-05,1784.3,176172.0,1778.4,1788.1,1785.4
-682,2021-05-04,1776.0,225083.0,1793.2,1799.5,1769.2
-683,2021-05-03,1791.8,198798.0,1768.1,1794.1,1790.8
-684,2021-04-30,1767.7,160763.0,1772.4,1770.0,1764.9
-685,2021-04-29,1768.3,222795.0,1781.9,1774.5,1771.3
-686,2021-04-28,1773.9,190626.0,1776.4,1782.7,1761.8
-687,2021-04-27,1778.8,140469.0,1781.1,1785.9,1773.9
-688,2021-04-26,1780.1,136847.0,1776.1,1782.4,1780.3
-689,2021-04-23,1777.8,171772.0,1784.0,1796.3,1769.5
-690,2021-04-22,1782.0,160685.0,1794.5,1784.8,1778.7
-691,2021-04-21,1793.1,171089.0,1779.1,1795.9,1790.5
-692,2021-04-20,1778.4,165014.0,1770.5,1780.8,1763.5
-693,2021-04-19,1770.6,178114.0,1778.8,1790.4,1766.6
-694,2021-04-16,1780.2,167944.0,1764.8,1784.7,1760.3
-695,2021-04-15,1766.8,193552.0,1736.6,1766.2,1763.6
-696,2021-04-14,1736.3,141968.0,1746.4,1737.4,1736.1
-697,2021-04-13,1747.6,170934.0,1732.2,1748.1,1744.6
-698,2021-04-12,1732.7,122724.0,1744.5,1733.7,1727.0
-699,2021-04-09,1744.8,165011.0,1756.5,1758.2,1730.8
-700,2021-04-08,1758.2,140648.0,1738.6,1759.4,1733.6
-701,2021-04-07,1741.6,118174.0,1744.4,1744.1,1736.0
-702,2021-04-06,1743.0,148878.0,1729.2,1745.5,1742.2
-703,2021-04-05,1728.8,100575.0,1730.0,1734.4,1721.6
-704,2021-04-01,1728.4,166688.0,1709.0,1732.0,1706.4
-705,2021-03-31,1715.6,205346.0,1685.9,1716.3,1677.3
-706,2021-03-30,1686.0,218812.0,1713.0,1714.8,1678.3
-707,2021-03-29,1714.6,171876.0,1732.4,1734.8,1705.6
-708,2021-03-26,1734.7,98882.0,1727.5,1737.9,1721.2
-709,2021-03-25,1727.3,73549.0,1736.0,1732.2,1722.5
-710,2021-03-24,1735.5,68820.0,1728.2,1739.9,1724.8
-711,2021-03-23,1727.5,62567.0,1741.2,1729.3,1727.7
-712,2021-03-22,1740.4,36260.0,1747.5,1749.2,1728.6
-713,2021-03-19,1743.9,36859.0,1736.3,1748.2,1729.3
-714,2021-03-18,1734.6,18942.0,1745.9,1756.0,1719.1
-715,2021-03-17,1727.1,214084.0,1730.0,1750.6,1722.0
-716,2021-03-16,1730.9,170463.0,1730.7,1740.5,1724.4
-717,2021-03-15,1729.2,158839.0,1726.5,1733.2,1719.2
-718,2021-03-12,1719.8,222995.0,1720.5,1728.0,1696.6
-719,2021-03-11,1722.6,197168.0,1725.0,1738.0,1716.8
-720,2021-03-10,1721.8,213679.0,1714.5,1725.3,1705.6
-721,2021-03-09,1716.9,233565.0,1679.3,1718.7,1676.7
-722,2021-03-08,1678.0,258100.0,1701.6,1712.0,1673.3
-723,2021-03-05,1698.5,254927.0,1695.3,1705.7,1683.0
-724,2021-03-04,1700.7,271077.0,1708.4,1721.6,1687.6
-725,2021-03-03,1715.8,251741.0,1736.5,1739.1,1699.4
-726,2021-03-02,1733.6,230514.0,1722.8,1737.8,1704.6
-727,2021-03-01,1723.0,238037.0,1732.8,1757.4,1717.2
-728,2021-02-26,1728.8,351549.0,1770.9,1734.4,1725.5
-729,2021-02-25,1775.4,309165.0,1804.9,1781.7,1763.9
-730,2021-02-24,1797.9,220240.0,1805.0,1813.0,1782.2
-731,2021-02-23,1805.9,187078.0,1809.3,1815.2,1794.5
-732,2021-02-22,1808.4,216129.0,1782.0,1812.4,1778.6
-733,2021-02-19,1777.4,247288.0,1774.6,1790.9,1759.0
-734,2021-02-18,1775.0,220586.0,1776.0,1775.8,1772.8
-735,2021-02-17,1772.8,250909.0,1793.1,1779.9,1770.6
-736,2021-02-16,1799.0,348000.0,1795.0,1796.1,1793.0
-737,2021-02-12,1823.2,169671.0,1825.4,1825.1,1819.1
-738,2021-02-11,1826.8,143597.0,1844.3,1848.6,1821.7
-739,2021-02-10,1842.7,173508.0,1838.3,1856.6,1834.0
-740,2021-02-09,1837.5,151353.0,1832.4,1849.5,1830.3
-741,2021-02-08,1834.2,171978.0,1818.1,1840.6,1807.3
-742,2021-02-05,1813.0,202612.0,1794.3,1816.0,1792.2
-743,2021-02-04,1791.2,269731.0,1834.5,1835.7,1784.6
-744,2021-02-03,1835.1,134552.0,1838.5,1845.9,1830.1
-745,2021-02-02,1833.4,226676.0,1863.6,1866.3,1830.4
-746,2021-02-01,1863.9,237650.0,1865.0,1876.0,1851.7
-747,2021-01-29,1850.3,269474.0,1845.6,1851.7,1843.8
-748,2021-01-28,1841.2,270329.0,1847.2,1846.1,1843.1
-749,2021-01-27,1848.9,163249.0,1854.3,1847.6,1841.5
-750,2021-01-26,1854.8,89895.0,1858.7,1864.5,1851.1
-751,2021-01-25,1859.0,86197.0,1858.6,1870.9,1850.0
-752,2021-01-22,1859.9,74763.0,1874.0,1874.1,1839.7
-753,2021-01-21,1869.3,47567.0,1875.6,1874.5,1870.8
-754,2021-01-20,1870.2,51238.0,1843.2,1875.6,1865.8
-755,2021-01-19,1840.2,324829.0,1828.8,1845.0,1800.8
-756,2021-01-15,1829.9,224725.0,1847.3,1856.6,1822.1
-757,2021-01-14,1851.4,242126.0,1845.6,1853.6,1843.4
-758,2021-01-13,1854.9,203544.0,1855.0,1859.3,1841.6
-759,2021-01-12,1844.2,225729.0,1845.4,1856.9,1854.3
-760,2021-01-11,1850.8,253190.0,1849.4,1856.0,1817.1
-761,2021-01-08,1835.4,422485.0,1915.2,1918.4,1827.8
-762,2021-01-07,1913.6,192365.0,1921.5,1929.6,1907.5
-763,2021-01-06,1908.6,356182.0,1952.8,1962.5,1902.6
-764,2021-01-05,1954.4,192111.0,1946.0,1957.0,1938.4
-765,2021-01-04,1946.6,261675.0,1908.2,1948.7,1906.1
-766,2020-12-31,1895.1,127578.0,1899.0,1904.9,1889.1
-767,2020-12-30,1893.4,128688.0,1881.8,1899.0,1879.5
-768,2020-12-29,1882.9,145905.0,1878.0,1891.3,1875.6
-769,2020-12-28,1880.4,194545.0,1887.0,1904.1,1873.0
-770,2020-12-24,1883.2,87445.0,1877.3,1887.4,1873.1
-771,2020-12-23,1878.1,157856.0,1865.6,1883.7,1860.9
-772,2020-12-22,1870.3,173183.0,1883.0,1889.4,1863.7
-773,2020-12-21,1882.8,226997.0,1892.9,1912.0,1859.0
-774,2020-12-18,1888.9,149960.0,1891.3,1895.7,1881.9
-775,2020-12-17,1890.4,213170.0,1868.4,1902.0,1865.9
-776,2020-12-16,1859.1,196702.0,1857.7,1870.0,1848.2
-777,2020-12-15,1855.3,169218.0,1830.5,1859.3,1828.5
-778,2020-12-14,1832.1,166785.0,1845.0,1832.7,1828.1
-779,2020-12-11,1843.6,150634.0,1840.0,1851.8,1826.8
-780,2020-12-10,1837.4,162513.0,1843.0,1854.2,1831.5
-781,2020-12-09,1838.5,216843.0,1875.4,1875.9,1828.2
-782,2020-12-08,1874.9,147902.0,1866.1,1879.8,1863.9
-783,2020-12-07,1866.0,204259.0,1841.1,1870.8,1862.1
-784,2020-12-04,1840.0,167301.0,1844.7,1852.7,1832.0
-785,2020-12-03,1841.1,177988.0,1833.9,1847.4,1826.7
-786,2020-12-02,1830.2,182809.0,1819.1,1835.7,1828.2
-787,2020-12-01,1818.9,197184.0,1780.3,1821.1,1778.4
-788,2020-11-30,1780.9,235285.0,1790.8,1793.3,1767.2
-789,2020-11-27,1788.1,277091.0,1812.1,1822.6,1776.5
-790,2020-11-25,1811.2,121112.0,1812.0,1821.7,1804.7
-791,2020-11-24,1810.9,125089.0,1842.6,1813.1,1807.4
-792,2020-11-23,1844.1,106315.0,1875.9,1844.5,1839.6
-793,2020-11-20,1872.4,180515.0,1864.8,1873.9,1868.7
-794,2020-11-19,1861.5,217146.0,1872.0,1866.7,1862.0
-795,2020-11-18,1873.9,203979.0,1879.5,1871.5,1868.2
-796,2020-11-17,1885.1,155099.0,1888.2,1892.7,1876.3
-797,2020-11-16,1887.8,217991.0,1886.6,1898.0,1861.5
-798,2020-11-13,1886.2,158776.0,1875.6,1888.9,1885.3
-799,2020-11-12,1873.3,199543.0,1863.9,1883.0,1860.7
-800,2020-11-11,1861.6,201067.0,1876.1,1882.5,1853.9
-801,2020-11-10,1876.4,243090.0,1864.1,1877.1,1870.9
-802,2020-11-09,1854.4,475721.0,1956.0,1869.3,1861.2
-803,2020-11-06,1951.7,233903.0,1950.0,1961.8,1937.2
-804,2020-11-05,1946.8,288663.0,1903.4,1952.6,1948.0
-805,2020-11-04,1896.2,284598.0,1910.3,1905.8,1897.8
-806,2020-11-03,1910.4,166642.0,1896.4,1911.8,1906.9
-807,2020-11-02,1892.5,161958.0,1877.0,1897.1,1873.3
-808,2020-10-30,1879.9,207865.0,1867.9,1885.9,1875.0
-809,2020-10-29,1868.0,219592.0,1877.5,1885.1,1859.2
-810,2020-10-28,1879.2,289026.0,1909.8,1882.1,1875.7
-811,2020-10-27,1911.9,149056.0,1904.4,1913.8,1898.7
-812,2020-10-26,1905.7,161841.0,1906.0,1911.1,1892.5
-813,2020-10-23,1905.2,168148.0,1906.5,1917.3,1895.2
-814,2020-10-22,1904.6,208087.0,1927.4,1929.4,1894.2
-815,2020-10-21,1929.5,194754.0,1911.6,1936.0,1911.6
-816,2020-10-20,1915.4,160356.0,1906.4,1915.5,1909.0
-817,2020-10-19,1911.7,155479.0,1903.2,1923.4,1900.2
-818,2020-10-16,1906.4,144094.0,1912.7,1918.7,1901.1
-819,2020-10-15,1908.9,205615.0,1906.0,1913.2,1892.7
-820,2020-10-14,1907.3,185374.0,1895.4,1917.5,1885.0
-821,2020-10-13,1894.6,260044.0,1927.3,1930.6,1889.3
-822,2020-10-12,1928.9,155906.0,1935.0,1939.4,1923.8
-823,2020-10-09,1926.2,224808.0,1898.4,1936.8,1898.0
-824,2020-10-08,1895.1,179968.0,1890.6,1905.3,1885.3
-825,2020-10-07,1890.8,183295.0,1882.6,1902.4,1877.1
-826,2020-10-06,1908.8,172605.0,1917.8,1927.0,1902.9
-827,2020-10-05,1920.1,176090.0,1910.9,1924.9,1902.5
-828,2020-10-02,1907.6,209696.0,1911.0,1923.6,1895.2
-829,2020-10-01,1916.3,257047.0,1891.2,1917.9,1890.0
-830,2020-09-30,1895.5,256446.0,1903.2,1908.2,1885.8
-831,2020-09-29,1903.2,213482.0,1886.4,1904.8,1880.8
-832,2020-09-28,1882.3,232907.0,1862.7,1888.2,1851.1
-833,2020-09-25,1866.3,226076.0,1872.7,1879.3,1854.1
-834,2020-09-24,1876.9,338361.0,1866.9,1880.9,1851.0
-835,2020-09-23,1868.4,402011.0,1905.1,1909.9,1856.0
-836,2020-09-22,1907.6,279441.0,1918.1,1925.5,1898.9
-837,2020-09-21,1910.6,380526.0,1957.3,1962.9,1885.4
-838,2020-09-18,1962.1,174242.0,1951.1,1968.2,1951.1
-839,2020-09-17,1949.9,263192.0,1967.6,1969.3,1938.2
-840,2020-09-16,1970.5,287073.0,1961.4,1983.8,1957.2
-841,2020-09-15,1966.2,232698.0,1966.2,1982.4,1955.6
-842,2020-09-14,1963.7,196763.0,1948.9,1972.5,1945.2
-843,2020-09-11,1947.9,202859.0,1953.8,1959.0,1945.7
-844,2020-09-10,1964.3,268963.0,1955.3,1954.9,1949.9
-845,2020-09-09,1954.9,224190.0,1939.4,1959.7,1926.3
-846,2020-09-08,1943.2,412083.0,1938.0,1948.3,1911.7
-847,2020-09-04,1934.3,300921.0,1938.0,1945.9,1923.0
-848,2020-09-03,1937.8,300282.0,1948.9,1956.6,1927.2
-849,2020-09-02,1944.7,326130.0,1976.8,1980.4,1938.9
-850,2020-09-01,1978.9,300227.0,1973.7,2001.2,1969.2
-851,2020-08-31,1978.6,242577.0,1973.9,1985.8,1962.3
-852,2020-08-28,1974.9,329609.0,1937.5,1983.0,1928.2
-853,2020-08-27,1932.6,461990.0,1963.0,1987.0,1914.7
-854,2020-08-26,1952.5,338049.0,1939.0,1963.4,1908.4
-855,2020-08-25,1923.1,271641.0,1935.9,1944.1,1919.1
-856,2020-08-24,1939.2,284540.0,1947.9,1970.3,1930.8
-857,2020-08-21,1947.0,352773.0,1955.6,1963.1,1916.6
-858,2020-08-20,1946.5,378970.0,1934.4,1963.1,1928.9
-859,2020-08-19,1970.3,440405.0,2010.5,2015.6,1930.5
-860,2020-08-18,2013.1,358272.0,1993.6,2024.6,1985.2
-861,2020-08-17,1998.7,285580.0,1956.4,2000.8,1939.1
-862,2020-08-14,1949.8,237092.0,1963.8,1970.0,1939.1
-863,2020-08-13,1970.4,346000.0,1927.3,1974.8,1923.0
-864,2020-08-12,1949.0,450394.0,1921.6,1961.0,1874.2
-865,2020-08-11,1946.3,556617.0,2038.4,2040.5,1911.3
-866,2020-08-10,2039.7,248644.0,2044.8,2060.8,2027.8
-867,2020-08-07,2028.0,391017.0,2076.4,2082.1,2024.8
-868,2020-08-06,2069.4,307517.0,2055.0,2081.8,2049.0
-869,2020-08-05,2049.3,361949.0,2037.0,2070.3,2027.5
-870,2020-08-04,2021.0,269790.0,1993.5,2037.7,1982.6
-871,2020-08-03,1986.3,176729.0,1997.4,2009.5,1975.2
-872,2020-07-31,1985.9,275460.0,1973.6,2005.4,1971.4
-873,2020-07-30,1966.8,268606.0,1986.4,1987.3,1952.3
-874,2020-07-29,1976.7,191033.0,1971.9,1998.4,1955.7
-875,2020-07-28,1963.9,154485.0,1963.2,2000.0,1927.5
-876,2020-07-27,1955.4,127487.0,1929.0,1971.3,1926.8
-877,2020-07-24,1897.5,288088.0,1884.9,1904.6,1880.5
-878,2020-07-23,1890.0,400358.0,1871.6,1897.7,1863.1
-879,2020-07-22,1865.1,376705.0,1842.8,1871.8,1842.1
-880,2020-07-21,1843.9,265677.0,1819.6,1844.9,1817.2
-881,2020-07-20,1817.4,173983.0,1812.3,1823.4,1806.6
-882,2020-07-17,1810.0,162684.0,1796.9,1813.9,1795.2
-883,2020-07-16,1800.3,190841.0,1813.1,1816.2,1794.1
-884,2020-07-15,1813.8,179267.0,1811.1,1819.5,1804.0
-885,2020-07-14,1813.4,235992.0,1810.9,1813.6,1809.6
-886,2020-07-13,1814.1,218006.0,1803.4,1818.8,1802.1
-887,2020-07-10,1801.9,208264.0,1808.4,1817.0,1796.5
-888,2020-07-09,1803.8,265280.0,1818.8,1825.5,1799.6
-889,2020-07-08,1820.6,232708.0,1807.9,1829.8,1803.8
-890,2020-07-07,1809.9,217229.0,1793.9,1810.8,1781.2
-891,2020-07-06,1793.5,140564.0,1787.0,1799.0,1779.2
-892,2020-07-02,1790.0,181017.0,1779.0,1791.7,1766.3
-893,2020-07-01,1779.9,258541.0,1798.9,1807.7,1767.9
-894,2020-06-30,1800.5,190351.0,1799.2,1801.4,1795.5
-895,2020-06-29,1781.2,128441.0,1789.2,1790.4,1776.5
-896,2020-06-26,1780.3,195963.0,1774.8,1786.2,1754.0
-897,2020-06-25,1770.6,148788.0,1772.3,1779.6,1764.1
-898,2020-06-24,1775.1,230610.0,1784.4,1796.1,1770.6
-899,2020-06-23,1782.0,190018.0,1764.9,1786.8,1758.3
-900,2020-06-22,1766.4,219460.0,1765.8,1779.0,1753.5
-901,2020-06-19,1753.0,174981.0,1729.8,1760.9,1728.3
-902,2020-06-18,1731.1,152628.0,1735.5,1749.2,1722.7
-903,2020-06-17,1735.6,137879.0,1735.3,1739.3,1717.3
-904,2020-06-16,1736.5,177702.0,1732.3,1741.3,1721.8
-905,2020-06-15,1727.2,195205.0,1740.7,1743.8,1706.2
-906,2020-06-12,1737.3,148176.0,1733.6,1753.0,1728.2
-907,2020-06-11,1739.8,202214.0,1746.6,1754.9,1727.5
-908,2020-06-10,1720.7,195593.0,1718.9,1749.4,1714.1
-909,2020-06-09,1721.9,178128.0,1703.9,1729.4,1697.6
-910,2020-06-08,1705.1,151461.0,1686.7,1707.6,1680.7
-911,2020-06-05,1683.0,267086.0,1720.8,1723.2,1671.7
-912,2020-06-04,1727.4,193873.0,1702.8,1729.0,1698.9
-913,2020-06-03,1704.8,249036.0,1733.7,1738.9,1690.3
-914,2020-06-02,1734.0,172030.0,1750.3,1757.0,1728.0
-915,2020-06-01,1750.3,142807.0,1749.8,1761.0,1737.6
-916,2020-05-29,1736.9,1406.0,1718.8,1738.3,1715.1
-917,2020-05-28,1728.3,159174.0,1725.0,1743.7,1720.0
-918,2020-05-27,1726.8,156746.0,1724.1,1729.1,1701.6
-919,2020-05-26,1728.2,146582.0,1746.3,1755.6,1721.2
-920,2020-05-22,1734.6,6.0,1726.6,1726.7,1726.6
-921,2020-05-21,1721.9,225941.0,1751.7,1751.7,1715.3
-922,2020-05-20,1750.6,16.0,1751.6,1752.1,1745.6
-923,2020-05-19,1745.6,181673.0,1734.8,1751.6,1727.2
-924,2020-05-18,1734.4,264848.0,1757.5,1775.8,1729.3
-925,2020-05-15,1753.4,719.0,1739.7,1751.4,1739.7
-926,2020-05-14,1740.9,208601.0,1723.1,1746.5,1716.0
-927,2020-05-13,1716.4,204533.0,1705.0,1726.5,1701.6
-928,2020-05-12,1706.8,182675.0,1700.0,1716.7,1693.5
-929,2020-05-11,1698.0,184455.0,1706.0,1713.8,1692.1
-930,2020-05-08,1709.9,330.0,1726.2,1728.9,1703.8
-931,2020-05-07,1725.8,233381.0,1686.0,1733.2,1683.9
-932,2020-05-06,1688.5,196313.0,1714.1,1716.6,1683.0
-933,2020-05-05,1710.6,179577.0,1711.0,1717.8,1695.4
-934,2020-05-04,1713.3,146307.0,1711.2,1726.0,1700.3
-935,2020-05-01,1694.5,337.0,1686.6,1701.5,1670.5
-936,2020-04-30,1694.2,228730.0,1729.6,1737.0,1687.5
-937,2020-04-29,1703.4,373.0,1710.0,1713.5,1702.0
-938,2020-04-28,1722.2,166606.0,1724.4,1731.9,1704.1
-939,2020-04-27,1723.8,142721.0,1745.0,1745.8,1720.0
-940,2020-04-24,1723.5,221.0,1744.0,1744.0,1714.5
-941,2020-04-23,1745.4,194495.0,1736.5,1764.2,1730.6
-942,2020-04-22,1738.3,187864.0,1703.1,1742.4,1695.4
-943,2020-04-21,1687.8,240743.0,1713.3,1718.0,1666.2
-944,2020-04-20,1711.2,183636.0,1693.0,1718.4,1685.0
-945,2020-04-17,1689.2,223.0,1715.7,1725.0,1684.9
-946,2020-04-16,1731.7,199823.0,1743.5,1768.0,1722.6
-947,2020-04-15,1740.2,181342.0,1758.1,1759.8,1731.6
-948,2020-04-14,1768.9,234439.0,1761.5,1788.8,1747.1
-949,2020-04-13,1744.8,696.0,1722.0,1756.8,1710.7
-950,2020-04-09,1736.2,825.0,1662.7,1732.5,1662.7
-951,2020-04-08,1684.3,121346.0,1678.7,1695.8,1670.7
-952,2020-04-07,1683.7,194263.0,1707.1,1742.6,1672.0
-953,2020-04-06,1677.0,1063.0,1629.1,1696.7,1625.9
-954,2020-04-03,1633.7,643.0,1624.5,1636.0,1619.8
-955,2020-04-02,1637.7,162151.0,1602.4,1645.6,1595.2
-956,2020-04-01,1591.4,159377.0,1589.4,1612.4,1576.0
-957,2020-03-31,1583.4,2694.0,1618.7,1621.0,1576.0
-958,2020-03-30,1643.2,144290.0,1663.4,1673.6,1632.0
-960,2020-03-26,1660.3,134861.0,1642.2,1677.2,1612.0
-961,2020-03-25,1634.3,104547.0,1665.5,1698.0,1609.0
-962,2020-03-24,1660.2,442.0,1622.8,1685.5,1622.8
-963,2020-03-23,1572.7,95848.0,1508.4,1574.8,1489.4
-964,2020-03-20,1484.0,14.0,1483.5,1483.5,1483.5
-965,2020-03-19,1479.3,306016.0,1487.2,1502.8,1460.1
-966,2020-03-18,1477.9,412332.0,1527.6,1547.0,1473.3
-967,2020-03-17,1524.9,122.0,1469.3,1537.7,1469.3
-968,2020-03-16,1486.5,535860.0,1563.8,1574.8,1450.9
-969,2020-03-13,1516.7,524471.0,1582.7,1597.9,1504.0
-970,2020-03-12,1590.3,553457.0,1633.1,1651.0,1560.4
-971,2020-03-11,1642.3,373462.0,1649.3,1671.8,1632.4
-972,2020-03-10,1659.1,48.0,1671.6,1674.6,1643.0
-973,2020-03-09,1675.7,467110.0,1692.6,1704.3,1658.0
-974,2020-03-06,1672.4,619051.0,1673.1,1692.8,1642.4
-975,2020-03-05,1666.4,154.0,1637.2,1672.9,1637.2
-976,2020-03-04,1643.0,297251.0,1640.1,1654.3,1632.6
-977,2020-03-03,1642.1,610.0,1594.5,1645.3,1594.0
-978,2020-03-02,1592.3,537.0,1583.9,1608.3,1574.3
-979,2020-02-28,1564.1,289.0,1640.3,1642.5,1564.8
-980,2020-02-27,1642.5,560547.0,1658.0,1662.5,1636.7
-981,2020-02-26,1643.1,515771.0,1640.8,1643.8,1640.3
-982,2020-02-25,1650.0,654660.0,1647.0,1655.8,1627.0
-983,2020-02-24,1676.6,655245.0,1674.2,1674.4,1652.8
-984,2020-02-21,1644.6,186.0,1619.3,1645.0,1619.3
-985,2020-02-20,1620.5,389144.0,1615.0,1626.5,1606.6
-986,2020-02-19,1611.8,298536.0,1604.8,1615.9,1602.4
-987,2020-02-18,1600.0,310.0,1587.0,1604.3,1579.8
-988,2020-02-14,1582.7,68.0,1575.8,1582.4,1574.8
-989,2020-02-13,1578.8,264293.0,1569.8,1581.7,1568.5
-990,2020-02-12,1571.6,183410.0,1571.2,1573.6,1564.4
-991,2020-02-11,1565.6,440.0,1570.9,1571.1,1561.9
-992,2020-02-10,1579.5,186247.0,1575.8,1580.5,1571.5
-993,2020-02-07,1568.6,431.0,1564.9,1571.9,1560.5
-994,2020-02-06,1570.0,221612.0,1560.0,1571.9,1556.0
-995,2020-02-05,1562.8,297418.0,1556.1,1566.2,1551.1
-996,2020-02-04,1555.5,328192.0,1581.5,1584.5,1552.8
-997,2020-02-03,1582.4,303458.0,1597.8,1598.5,1573.2
-998,2020-01-31,1582.9,1095.0,1573.4,1589.0,1570.0
-999,2020-01-30,1589.2,371286.0,1582.4,1590.7,1576.8
-1000,2020-01-29,1576.0,225389.0,1572.0,1583.0,1567.9
-1001,2020-01-28,1575.8,191039.0,1587.1,1588.5,1570.4
-1002,2020-01-27,1583.7,134423.0,1586.1,1594.7,1581.6
-1003,2020-01-24,1571.1,38.0,1556.3,1570.3,1556.3
-1004,2020-01-23,1571.6,65319.0,1564.7,1573.7,1557.5
-1005,2020-01-22,1556.7,276521.0,1557.0,1558.9,1555.2
-1006,2020-01-21,1556.4,45.0,1564.2,1566.2,1551.0
-1007,2020-01-17,1558.8,108.0,1554.1,1558.0,1553.6
-1008,2020-01-16,1550.5,253076.0,1556.6,1558.2,1548.0
-1009,2020-01-15,1554.0,297777.0,1546.8,1558.8,1546.5
-1010,2020-01-14,1544.6,323782.0,1548.6,1549.5,1536.4
-1011,2020-01-13,1550.6,296619.0,1563.0,1563.1,1547.0
-1012,2020-01-10,1557.5,16.0,1551.2,1558.8,1545.4
-1013,2020-01-09,1554.3,354523.0,1557.7,1562.4,1541.0
-1014,2020-01-08,1560.2,787217.0,1556.7,1563.8,1556.5
-1015,2020-01-07,1574.3,418145.0,1567.4,1579.2,1557.0
-1016,2020-01-06,1568.8,539023.0,1562.7,1590.9,1562.3
-1017,2020-01-03,1549.2,107.0,1530.1,1552.7,1530.1
-1018,2020-01-02,1528.1,257867.0,1521.0,1534.0,1519.7
-1019,2019-12-31,1519.5,301.0,1513.8,1523.4,1513.8
-1020,2019-12-30,1518.6,169813.0,1515.9,1519.1,1513.5
-1021,2019-12-27,1518.1,194736.0,1516.5,1519.9,1512.1
-1022,2019-12-26,1514.4,213592.0,1503.9,1517.4,1502.1
-1023,2019-12-24,1499.1,52.0,1488.7,1498.6,1488.7
-1024,2019-12-23,1488.7,155802.0,1482.4,1490.1,1481.2
-1025,2019-12-20,1474.7,118.0,1476.7,1478.1,1475.3
-1026,2019-12-19,1478.2,319.0,1475.9,1478.9,1473.3
-1027,2019-12-18,1478.7,190975.0,1480.4,1483.6,1474.3
-1028,2019-12-17,1480.6,167359.0,1480.6,1484.9,1478.4
-1029,2019-12-16,1480.5,160416.0,1480.0,1484.5,1477.4
-1030,2019-12-13,1475.6,468.0,1463.1,1475.9,1463.1
-1031,2019-12-12,1472.3,396657.0,1469.5,1474.9,1468.2
-1032,2019-12-11,1475.0,247053.0,1479.1,1479.9,1478.7
-1033,2019-12-10,1462.6,367.0,1460.7,1467.2,1460.7
-1034,2019-12-09,1464.9,163682.0,1464.1,1469.8,1463.0
-1035,2019-12-06,1459.1,899.0,1475.0,1476.0,1458.2
-1036,2019-12-05,1483.1,231844.0,1480.0,1485.7,1478.0
-1037,2019-12-04,1480.2,311909.0,1483.2,1489.9,1476.7
-1038,2019-12-03,1478.2,1460.0,1461.6,1480.4,1459.5
-1039,2019-12-02,1469.2,304242.0,1470.3,1471.7,1459.8
-1040,2019-11-29,1472.7,259290.0,1461.7,1472.9,1459.1
-1041,2019-11-27,1453.4,88164.0,1461.1,1461.9,1452.0
-1042,2019-11-26,1467.4,271754.0,1461.3,1470.0,1456.6
-1043,2019-11-25,1463.8,121238.0,1467.5,1468.9,1460.7
-1044,2019-11-22,1468.8,77902.0,1470.9,1480.3,1468.1
-1045,2019-11-21,1470.5,73979.0,1481.3,1482.7,1469.4
-1046,2019-11-20,1470.0,31.0,1472.6,1474.5,1467.3
-1047,2019-11-19,1473.3,18.0,1467.7,1474.3,1467.7
-1048,2019-11-18,1471.9,325033.0,1467.8,1474.4,1456.6
-1049,2019-11-15,1467.3,13.0,1469.1,1469.1,1469.1
-1050,2019-11-14,1473.4,312108.0,1464.0,1475.5,1461.7
-1051,2019-11-13,1463.3,335980.0,1463.5,1467.9,1462.8
-1052,2019-11-12,1452.1,6.0,1454.9,1454.9,1447.1
-1053,2019-11-11,1457.1,295394.0,1460.0,1467.4,1448.9
-1054,2019-11-08,1461.3,21.0,1469.1,1469.1,1461.7
-1055,2019-11-07,1464.2,581.0,1466.8,1473.0,1466.5
-1056,2019-11-06,1493.1,302400.0,1491.5,1495.9,1490.5
-1057,2019-11-05,1483.7,573018.0,1511.6,1511.9,1480.7
-1058,2019-11-04,1511.1,250475.0,1516.4,1517.1,1506.5
-1059,2019-11-01,1508.0,235.0,1511.0,1511.6,1503.0
-1060,2019-10-31,1514.8,375394.0,1498.8,1516.7,1496.0
-1061,2019-10-30,1493.2,320.0,1487.2,1495.4,1481.0
-1062,2019-10-29,1490.7,283038.0,1494.0,1494.0,1489.7
-1063,2019-10-28,1495.8,310472.0,1507.4,1510.8,1492.3
-1064,2019-10-25,1499.5,93.0,1501.4,1503.7,1499.0
-1065,2019-10-24,1504.7,290074.0,1495.1,1506.9,1490.4
-1066,2019-10-23,1495.7,235483.0,1491.1,1499.4,1490.7
-1067,2019-10-22,1487.5,200931.0,1487.5,1492.1,1484.0
-1068,2019-10-21,1488.1,272195.0,1495.6,1498.7,1484.8
-1069,2019-10-18,1488.2,82.0,1487.3,1489.1,1486.6
-1070,2019-10-17,1498.3,296546.0,1494.2,1501.1,1487.0
-1071,2019-10-16,1494.0,360083.0,1484.8,1495.5,1480.6
-1072,2019-10-15,1483.5,307105.0,1497.7,1503.0,1480.8
-1073,2019-10-14,1497.6,221049.0,1492.0,1501.5,1487.1
-1074,2019-10-11,1488.7,462693.0,1498.3,1508.0,1478.0
-1075,2019-10-10,1500.9,401849.0,1510.8,1522.3,1495.7
-1076,2019-10-09,1512.8,277242.0,1515.4,1516.5,1510.1
-1077,2019-10-08,1497.2,46.0,1489.4,1506.3,1489.3
-1078,2019-10-07,1504.4,252399.0,1497.2,1499.7,1493.3
-1079,2019-10-04,1506.2,233.0,1505.6,1508.7,1497.1
-1080,2019-10-03,1513.8,400130.0,1505.6,1525.8,1501.7
-1081,2019-10-02,1501.0,205.0,1476.6,1503.7,1474.1
-1082,2019-10-01,1489.0,440804.0,1478.0,1493.5,1465.0
-1083,2019-09-30,1472.9,424759.0,1501.7,1507.2,1470.5
-1084,2019-09-27,1506.4,436289.0,1511.8,1514.4,1493.3
-1085,2019-09-26,1515.2,367934.0,1510.9,1519.5,1507.1
-1086,2019-09-25,1512.3,462742.0,1539.8,1542.8,1507.4
-1087,2019-09-24,1532.1,25.0,1515.1,1533.0,1515.1
-1088,2019-09-23,1531.5,349589.0,1521.5,1534.4,1517.9
-1089,2019-09-20,1507.3,2.0,1503.0,1503.0,1503.0
-1090,2019-09-19,1506.2,281865.0,1502.0,1512.1,1496.3
-1091,2019-09-18,1515.8,352179.0,1509.7,1519.5,1490.7
-1092,2019-09-17,1513.4,329751.0,1506.5,1515.0,1500.9
-1093,2019-09-16,1503.1,21.0,1500.0,1500.6,1498.5
-1094,2019-09-13,1490.9,1.0,1486.9,1486.9,1486.9
-1095,2019-09-12,1507.4,480662.0,1504.9,1532.2,1496.8
-1096,2019-09-11,1503.2,296849.0,1493.9,1506.2,1492.9
-1097,2019-09-10,1499.2,390357.0,1507.0,1509.1,1492.1
-1098,2019-09-09,1511.1,312350.0,1516.4,1523.8,1505.5
-1099,2019-09-06,1506.2,54.0,1517.3,1526.0,1504.5
-1100,2019-09-05,1525.5,586738.0,1561.4,1561.9,1514.3
-1101,2019-09-04,1560.4,404779.0,1556.0,1566.2,1542.6
-1102,2019-09-03,1555.9,541575.0,1539.2,1558.9,1529.6
-1103,2019-08-30,1529.2,320657.0,1536.9,1541.9,1525.6
-1104,2019-08-29,1536.9,439428.0,1549.4,1559.8,1528.6
-1105,2019-08-28,1549.1,342556.0,1551.8,1556.6,1541.4
-1106,2019-08-27,1551.8,334873.0,1537.3,1554.5,1535.3
-1107,2019-08-26,1537.2,407500.0,1545.4,1565.0,1534.8
-1108,2019-08-23,1537.6,459203.0,1508.8,1540.3,1503.0
-1109,2019-08-22,1497.3,686.0,1495.1,1495.1,1493.8
-1110,2019-08-21,1515.7,238972.0,1518.4,1518.4,1506.5
-1111,2019-08-20,1515.7,240391.0,1506.3,1518.8,1503.0
-1112,2019-08-19,1511.6,289329.0,1523.0,1523.6,1503.3
-1113,2019-08-16,1523.6,314597.0,1533.9,1538.6,1513.9
-1114,2019-08-15,1531.2,428618.0,1526.6,1537.7,1518.3
-1115,2019-08-14,1527.8,474508.0,1513.0,1534.9,1504.5
-1116,2019-08-13,1514.1,598082.0,1522.3,1546.1,1488.9
-1117,2019-08-12,1517.2,338340.0,1509.2,1531.5,1498.6
-1118,2019-08-09,1508.5,325590.0,1515.9,1521.1,1506.2
-1119,2019-08-08,1509.5,385340.0,1512.1,1521.3,1501.6
-1120,2019-08-07,1507.3,824.0,1473.5,1509.9,1473.2
-1121,2019-08-06,1484.2,375937.0,1481.1,1486.8,1468.2
-1122,2019-08-05,1464.6,1008.0,1440.4,1469.7,1440.4
-1123,2019-08-02,1457.5,471109.0,1457.5,1461.9,1442.5
-1124,2019-08-01,1432.4,567523.0,1425.6,1458.2,1412.1
-1125,2019-07-31,1437.8,406886.0,1443.7,1447.8,1422.3
-1126,2019-07-30,1441.8,248318.0,1439.5,1445.7,1434.8
-1127,2019-07-29,1433.3,168447.0,1431.9,1440.8,1427.5
-1128,2019-07-26,1432.2,5.0,1422.8,1423.0,1422.8
-1129,2019-07-25,1427.5,112902.0,1439.3,1447.0,1423.9
-1130,2019-07-24,1436.5,65218.0,1431.0,1442.9,1429.4
-1131,2019-07-23,1421.7,380116.0,1426.0,1431.4,1414.6
-1132,2019-07-22,1426.9,247608.0,1428.5,1430.8,1423.0
-1133,2019-07-19,1426.7,509138.0,1448.3,1454.4,1421.1
-1134,2019-07-18,1428.1,467773.0,1428.5,1449.7,1415.6
-1135,2019-07-17,1421.3,6.0,1404.6,1404.6,1404.6
-1136,2019-07-16,1411.2,327180.0,1416.4,1420.0,1402.1
-1137,2019-07-15,1413.5,231266.0,1417.7,1421.6,1409.3
-1138,2019-07-12,1412.2,272092.0,1406.2,1418.9,1404.5
-1139,2019-07-11,1406.7,380765.0,1421.1,1429.4,1402.7
-1140,2019-07-10,1412.5,426438.0,1400.0,1421.1,1391.8
-1141,2019-07-09,1400.5,276008.0,1397.9,1402.4,1387.5
-1142,2019-07-08,1400.0,303906.0,1401.0,1409.9,1393.8
-1143,2019-07-05,1400.1,555564.0,1418.8,1426.8,1388.6
-1144,2019-07-03,1420.9,118832.0,1421.6,1424.4,1412.7
-1145,2019-07-02,1408.0,372203.0,1386.2,1424.0,1386.2
-1146,2019-07-01,1385.6,214.0,1386.6,1395.8,1382.8
-1147,2019-06-28,1409.7,297964.0,1413.3,1427.8,1408.6
-1148,2019-06-27,1412.0,324556.0,1412.7,1415.3,1401.4
-1149,2019-06-26,1411.6,84.0,1407.2,1413.3,1405.8
-1150,2019-06-25,1418.7,618309.0,1423.4,1442.9,1415.1
-1151,2019-06-24,1418.2,359931.0,1403.9,1425.1,1403.6
-1152,2019-06-21,1400.1,496645.0,1391.2,1415.4,1386.1
-1153,2019-06-20,1396.9,511767.0,1364.5,1397.7,1361.3
-1154,2019-06-19,1348.8,320720.0,1350.4,1366.6,1344.8
-1155,2019-06-18,1350.7,364839.0,1343.9,1358.5,1342.1
-1156,2019-06-17,1342.9,230833.0,1345.5,1347.1,1336.6
-1157,2019-06-14,1344.5,346086.0,1346.5,1362.2,1341.4
-1158,2019-06-13,1343.7,197876.0,1337.8,1347.0,1335.9
-1159,2019-06-12,1336.8,226929.0,1330.6,1342.3,1329.8
-1160,2019-06-11,1331.2,204179.0,1331.8,1333.8,1323.6
-1161,2019-06-10,1329.3,220533.0,1341.2,1341.7,1329.0
-1162,2019-06-07,1346.1,314048.0,1339.7,1352.7,1334.3
-1163,2019-06-06,1342.7,252464.0,1336.1,1344.2,1331.3
-1164,2019-06-05,1333.6,391880.0,1330.2,1348.9,1329.3
-1165,2019-06-04,1323.4,302.0,1324.3,1328.6,1320.8
-1166,2019-06-03,1327.9,347054.0,1312.5,1333.0,1310.9
-1167,2019-05-31,1311.1,322176.0,1293.2,1311.9,1292.5
-1168,2019-05-30,1287.1,55573.0,1279.4,1288.3,1273.9
-1169,2019-05-29,1286.3,194696.0,1284.3,1290.3,1283.8
-1170,2019-05-28,1282.5,207053.0,1290.5,1292.6,1280.8
-1171,2019-05-24,1289.2,23685.0,1289.2,1292.6,1288.9
-1172,2019-05-23,1291.0,71630.0,1278.5,1292.5,1277.5
-1173,2019-05-22,1274.2,186404.0,1274.4,1277.1,1272.0
-1174,2019-05-21,1273.2,204984.0,1277.7,1277.7,1269.0
-1175,2019-05-20,1277.3,206270.0,1277.6,1278.8,1273.3
-1176,2019-05-17,1275.7,255125.0,1287.2,1289.0,1274.6
-1177,2019-05-16,1286.2,256906.0,1297.7,1299.3,1284.2
-1178,2019-05-15,1297.8,241040.0,1298.0,1301.7,1293.6
-1179,2019-05-14,1296.3,215009.0,1300.8,1304.2,1294.3
-1180,2019-05-13,1301.8,362480.0,1288.3,1302.2,1282.4
-1181,2019-05-10,1287.4,227237.0,1285.0,1290.3,1283.9
-1182,2019-05-09,1285.2,296815.0,1281.9,1289.2,1280.4
-1183,2019-05-08,1281.4,288297.0,1285.6,1292.8,1280.2
-1184,2019-05-07,1285.6,241502.0,1282.4,1287.3,1279.1
-1185,2019-05-06,1283.8,240672.0,1281.8,1287.4,1278.1
-1186,2019-05-03,1281.3,269353.0,1271.6,1283.9,1269.0
-1187,2019-05-02,1272.0,273895.0,1278.5,1279.4,1267.3
-1188,2019-05-01,1284.2,269944.0,1285.2,1289.4,1274.5
-1189,2019-04-30,1282.8,114.0,1281.7,1283.3,1280.8
-1190,2019-04-29,1281.5,199297.0,1289.0,1289.1,1279.9
-1191,2019-04-26,1288.8,268033.0,1279.1,1290.9,1276.0
-1192,2019-04-25,1279.7,230543.0,1277.9,1284.8,1275.2
-1193,2019-04-24,1279.4,235966.0,1274.4,1280.7,1270.5
-1194,2019-04-23,1273.2,271377.0,1277.0,1278.5,1267.9
-1195,2019-04-22,1277.6,133327.0,1278.0,1281.9,1275.7
-1196,2019-04-18,1276.0,219695.0,1276.2,1279.7,1273.0
-1197,2019-04-17,1276.8,209965.0,1279.5,1282.1,1275.2
-1198,2019-04-16,1277.2,308866.0,1290.8,1291.7,1275.5
-1199,2019-04-15,1291.3,222209.0,1294.0,1295.2,1285.3
-1200,2019-04-12,1295.2,185177.0,1295.8,1299.1,1293.2
-1201,2019-04-11,1293.3,311101.0,1312.4,1313.1,1292.9
-1202,2019-04-10,1313.9,212949.0,1308.2,1314.7,1304.7
-1203,2019-04-09,1308.3,196670.0,1301.6,1310.4,1300.6
-1204,2019-04-08,1297.1,63.0,1292.2,1302.1,1291.8
-1205,2019-04-05,1295.6,227617.0,1296.5,1297.8,1288.3
-1206,2019-04-04,1294.3,250306.0,1294.4,1298.7,1284.9
-1207,2019-04-03,1295.3,186420.0,1296.9,1299.0,1292.7
-1208,2019-04-02,1295.4,190667.0,1292.2,1297.1,1289.5
-1209,2019-04-01,1294.2,229896.0,1297.2,1301.7,1291.0
-1210,2019-03-29,1298.5,260381.0,1295.0,1304.6,1291.3
-1211,2019-03-28,1295.3,407079.0,1315.0,1317.6,1293.3
-1212,2019-03-27,1316.9,197067.0,1321.7,1325.2,1313.7
-1213,2019-03-26,1321.4,119776.0,1328.3,1329.3,1318.5
-1214,2019-03-25,1329.0,83949.0,1319.7,1330.8,1317.0
-1215,2019-03-22,1318.7,78716.0,1315.4,1320.9,1312.8
-1216,2019-03-21,1313.6,59829.0,1318.6,1326.3,1309.1
-1217,2019-03-20,1300.5,2.0,1300.7,1300.7,1300.7
-1218,2019-03-19,1306.5,203029.0,1303.7,1310.8,1302.1
-1219,2019-03-18,1301.5,172561.0,1302.0,1306.7,1298.0
-1220,2019-03-15,1302.9,224685.0,1295.6,1306.3,1293.7
-1221,2019-03-14,1293.4,1.0,1293.4,1293.4,1293.4
-1222,2019-03-13,1309.3,204246.0,1301.8,1311.6,1300.6
-1223,2019-03-12,1296.3,1.0,1294.7,1294.7,1294.7
-1224,2019-03-11,1291.1,187305.0,1298.2,1299.2,1290.6
-1225,2019-03-08,1299.3,270805.0,1286.7,1301.3,1285.6
-1226,2019-03-07,1286.1,246103.0,1287.3,1289.6,1280.8
-1227,2019-03-06,1287.6,187195.0,1288.8,1291.8,1284.3
-1228,2019-03-05,1284.7,207640.0,1287.8,1290.6,1282.0
-1229,2019-03-04,1287.5,253631.0,1294.4,1298.1,1283.8
-1230,2019-03-01,1299.2,328780.0,1315.5,1316.5,1291.3
-1231,2019-02-28,1316.1,238804.0,1321.7,1328.9,1314.0
-1232,2019-02-27,1317.7,604.0,1327.7,1327.9,1316.5
-1233,2019-02-26,1328.5,179292.0,1329.9,1332.4,1325.5
-1234,2019-02-25,1329.5,176322.0,1331.9,1334.9,1327.3
-1235,2019-02-22,1332.8,236737.0,1325.8,1335.6,1323.8
-1236,2019-02-21,1327.8,277389.0,1341.7,1344.3,1323.3
-1237,2019-02-20,1347.9,235291.0,1343.9,1349.8,1339.8
-1238,2019-02-19,1344.8,334325.0,1329.2,1345.0,1323.8
-1239,2019-02-15,1322.1,91941.0,1325.0,1330.8,1323.8
-1240,2019-02-14,1313.9,219485.0,1309.6,1317.4,1304.7
-1241,2019-02-13,1310.8,143.0,1311.6,1316.0,1308.1
-1242,2019-02-12,1314.0,144119.0,1311.6,1318.3,1310.0
-1243,2019-02-11,1307.0,119.0,1313.4,1313.4,1304.7
-1244,2019-02-08,1318.5,131864.0,1314.3,1319.5,1311.5
-1245,2019-02-07,1314.2,159728.0,1310.9,1315.8,1306.4
-1246,2019-02-06,1314.4,133244.0,1319.4,1319.9,1309.6
-1247,2019-02-05,1319.2,122758.0,1316.8,1321.0,1314.8
-1248,2019-02-04,1319.3,147699.0,1322.6,1323.6,1312.7
-1249,2019-02-01,1322.1,192924.0,1326.0,1328.2,1320.6
-1250,2019-01-31,1325.2,215552.0,1325.4,1331.1,1322.2
-1251,2019-01-30,1315.5,262539.0,1317.0,1328.6,1313.5
-1252,2019-01-29,1315.2,171769.0,1308.5,1317.1,1307.8
-1253,2019-01-28,1309.3,122869.0,1308.5,1309.8,1302.7
-1254,2019-01-25,1304.2,87878.0,1286.0,1309.3,1284.8
-1255,2019-01-24,1285.9,68784.0,1288.3,1290.0,1281.5
-1256,2019-01-23,1290.2,60819.0,1290.8,1292.1,1284.0
-1257,2019-01-22,1283.4,307704.0,1279.1,1285.0,1276.0
-1258,2019-01-18,1282.6,100826.0,1280.7,1283.0,1276.0
-1259,2019-01-17,1292.3,188241.0,1293.9,1295.0,1288.3
-1260,2019-01-16,1293.8,173284.0,1289.6,1295.4,1287.6
-1261,2019-01-15,1288.4,229624.0,1292.4,1294.8,1286.5
-1262,2019-01-14,1289.1,7.0,1292.4,1293.9,1289.9
-1263,2019-01-11,1289.5,200393.0,1287.6,1295.7,1287.0
-1264,2019-01-10,1287.4,227942.0,1294.7,1298.0,1286.7
-1265,2019-01-09,1292.0,232491.0,1286.1,1295.0,1280.9
-1266,2019-01-08,1285.9,206439.0,1289.9,1291.4,1280.2
-1267,2019-01-07,1289.9,197176.0,1287.0,1297.0,1284.1
-1268,2019-01-04,1285.8,299076.0,1296.5,1300.4,1278.1
-1269,2019-01-03,1294.8,229532.0,1288.5,1296.9,1286.4
-1270,2019-01-02,1284.1,222578.0,1285.0,1291.0,1280.6
-1271,2018-12-31,1281.3,108913.0,1283.0,1286.5,1279.7
-1272,2018-12-28,1283.0,155354.0,1278.0,1284.7,1276.5
-1273,2018-12-27,1281.1,200717.0,1270.1,1281.6,1269.1
-1274,2018-12-26,1273.0,198175.0,1273.5,1282.3,1267.4
-1275,2018-12-24,1271.8,130455.0,1260.7,1273.9,1260.0
-1276,2018-12-21,1258.1,200024.0,1263.5,1266.2,1257.1
-1277,2018-12-20,1267.9,303814.0,1247.0,1270.3,1246.2
-1278,2018-12-19,1256.4,261331.0,1253.5,1262.2,1245.3
-1279,2018-12-18,1253.6,164361.0,1249.7,1254.5,1249.0
-1280,2018-12-17,1251.8,156508.0,1242.8,1252.2,1239.4
-1281,2018-12-14,1241.4,183625.0,1246.2,1247.3,1236.5
-1282,2018-12-13,1247.4,148496.0,1250.7,1251.7,1244.4
-1283,2018-12-12,1250.0,144462.0,1248.3,1252.6,1247.1
-1284,2018-12-11,1247.2,176025.0,1249.8,1255.1,1245.8
-1285,2018-12-10,1249.4,190957.0,1255.6,1256.6,1246.9
-1286,2018-12-07,1252.6,215414.0,1243.1,1255.8,1242.6
-1287,2018-12-06,1243.6,238860.0,1243.0,1249.9,1240.0
-1288,2018-12-05,1242.6,104283.0,1244.6,1244.8,1238.7
-1289,2018-12-04,1246.6,214514.0,1236.3,1247.5,1235.8
-1290,2018-12-03,1239.6,233816.0,1227.8,1240.4,1226.6
-1291,2018-11-30,1226.0,158763.0,1229.9,1231.1,1221.8
-1292,2018-11-29,1230.4,229628.0,1227.1,1234.9,1226.7
-1293,2018-11-28,1229.8,199518.0,1220.9,1233.8,1216.8
-1294,2018-11-27,1219.9,132694.0,1228.5,1231.7,1217.8
-1295,2018-11-26,1228.7,141646.0,1230.4,1234.5,1228.0
-1296,2018-11-23,1223.2,234908.0,1227.8,1229.7,1220.3
-1298,2018-11-20,1221.2,245888.0,1224.6,1229.5,1220.3
-1299,2018-11-19,1225.3,189907.0,1222.6,1226.5,1218.5
-1300,2018-11-16,1223.0,237367.0,1214.4,1226.0,1213.7
-1301,2018-11-15,1215.0,234966.0,1211.8,1217.0,1207.1
-1302,2018-11-14,1210.1,268788.0,1202.8,1217.2,1198.1
-1303,2018-11-13,1199.2,5.0,1196.3,1201.3,1196.3
-1304,2018-11-12,1201.3,1.0,1201.6,1201.6,1201.6
-1305,2018-11-09,1208.6,306462.0,1224.3,1224.6,1207.2
-1306,2018-11-08,1225.1,229614.0,1227.7,1228.5,1220.8
-1307,2018-11-07,1228.7,252072.0,1228.9,1238.4,1224.2
-1308,2018-11-06,1226.3,188660.0,1233.4,1237.8,1224.9
-1309,2018-11-05,1232.3,157253.0,1234.5,1236.8,1228.4
-1310,2018-11-02,1233.3,249587.0,1235.3,1238.4,1231.3
-1311,2018-11-01,1238.6,293251.0,1216.6,1239.3,1216.1
-1312,2018-10-31,1215.0,231855.0,1224.7,1225.0,1213.4
-1313,2018-10-30,1225.3,218624.0,1231.9,1232.5,1221.4
-1314,2018-10-29,1227.6,225204.0,1236.4,1237.6,1226.1
-1315,2018-10-26,1235.8,304896.0,1234.7,1246.0,1232.5
-1316,2018-10-25,1232.4,252780.0,1236.6,1242.0,1230.5
-1317,2018-10-24,1231.1,204289.0,1233.8,1238.0,1228.3
-1318,2018-10-23,1236.8,276325.0,1225.1,1243.0,1224.5
-1319,2018-10-22,1224.6,180132.0,1230.5,1232.6,1222.8
-1320,2018-10-19,1228.7,188648.0,1228.6,1234.1,1226.2
-1321,2018-10-18,1230.1,239133.0,1225.5,1233.6,1221.7
-1322,2018-10-17,1227.4,228207.0,1228.0,1232.9,1223.7
-1323,2018-10-16,1231.0,233393.0,1230.5,1235.9,1226.3
-1324,2018-10-15,1226.4,136.0,1222.4,1232.3,1222.4
-1325,2018-10-12,1222.0,309392.0,1227.7,1228.1,1219.3
-1326,2018-10-11,1227.6,503085.0,1197.9,1230.0,1194.7
-1327,2018-10-10,1193.4,243118.0,1192.7,1198.6,1188.5
-1328,2018-10-09,1191.5,236941.0,1192.2,1195.8,1186.6
-1329,2018-10-08,1184.4,250.0,1201.0,1201.0,1183.7
-1330,2018-10-05,1205.6,250219.0,1203.7,1209.8,1200.9
-1331,2018-10-04,1201.6,280314.0,1201.4,1210.7,1199.6
-1332,2018-10-03,1202.9,246832.0,1207.0,1212.3,1200.4
-1333,2018-10-02,1207.0,350240.0,1192.7,1212.3,1192.2
-1334,2018-10-01,1191.7,213617.0,1196.1,1196.5,1188.1
-1335,2018-09-28,1196.2,300928.0,1186.8,1198.0,1184.3
-1336,2018-09-27,1182.3,4947.0,1194.6,1197.3,1180.5
-1337,2018-09-26,1199.1,330481.0,1205.5,1206.9,1194.6
-1338,2018-09-25,1205.1,192109.0,1203.1,1207.9,1201.3
-1339,2018-09-24,1204.4,207122.0,1204.0,1208.8,1198.6
-1340,2018-09-21,1201.3,333369.0,1212.1,1215.8,1196.0
-1341,2018-09-20,1211.3,232693.0,1208.8,1213.2,1205.1
-1343,2018-09-18,1202.9,223080.0,1206.4,1208.2,1200.3
-1344,2018-09-17,1205.8,205761.0,1199.8,1209.7,1197.5
-1345,2018-09-14,1201.1,276004.0,1206.6,1213.8,1197.7
-1346,2018-09-13,1208.2,295658.0,1212.4,1218.0,1205.0
-1347,2018-09-12,1210.9,292275.0,1203.5,1213.9,1197.6
-1348,2018-09-11,1202.2,253326.0,1200.4,1204.8,1192.7
-1349,2018-09-10,1199.8,207244.0,1200.7,1203.8,1196.2
-1350,2018-09-07,1200.4,272324.0,1205.6,1209.0,1198.7
-1351,2018-09-06,1204.3,278851.0,1202.5,1212.7,1200.5
-1352,2018-09-05,1201.3,203575.0,1197.2,1204.2,1196.4
-1353,2018-09-04,1199.1,402704.0,1207.0,1209.7,1195.1
-1354,2018-08-31,1206.7,117750.0,1206.3,1209.7,1201.2
-1355,2018-08-30,1205.0,276369.0,1212.6,1214.0,1202.1
-1356,2018-08-29,1211.5,235721.0,1206.6,1213.7,1206.6
-1357,2018-08-28,1207.4,136.0,1209.7,1217.0,1202.3
-1358,2018-08-27,1216.0,205140.0,1214.5,1218.8,1209.3
-1359,2018-08-24,1213.3,286519.0,1191.6,1215.4,1189.5
-1360,2018-08-23,1194.0,226193.0,1202.8,1203.4,1190.2
-1361,2018-08-22,1203.3,227367.0,1203.0,1208.4,1199.2
-1362,2018-08-21,1200.0,211149.0,1197.3,1204.3,1194.3
-1363,2018-08-20,1194.6,199964.0,1190.4,1197.7,1189.6
-1364,2018-08-17,1184.2,246695.0,1180.7,1192.0,1178.5
-1365,2018-08-16,1184.0,353666.0,1183.0,1189.0,1167.1
-1366,2018-08-15,1185.0,364039.0,1201.5,1202.0,1180.0
-1367,2018-08-14,1193.0,92.0,1193.1,1197.5,1192.8
-1368,2018-08-13,1198.9,363069.0,1218.4,1221.4,1198.6
-1369,2018-08-10,1219.0,317657.0,1220.0,1224.9,1213.1
-1370,2018-08-09,1219.9,225166.0,1222.0,1225.6,1218.4
-1371,2018-08-08,1221.0,255706.0,1218.7,1223.8,1213.6
-1372,2018-08-07,1218.3,199691.0,1215.8,1224.3,1215.6
-1373,2018-08-06,1208.6,297.0,1214.4,1214.4,1206.6
-1374,2018-08-03,1223.2,272386.0,1216.0,1228.5,1212.5
-1375,2018-08-02,1210.6,411.0,1214.7,1219.3,1205.8
-1376,2018-08-01,1227.6,210076.0,1232.7,1233.7,1224.4
-1377,2018-07-31,1233.6,287649.0,1230.5,1237.8,1222.6
-1378,2018-07-30,1231.5,178604.0,1231.1,1234.1,1227.8
-1379,2018-07-27,1232.7,150903.0,1231.4,1236.5,1226.3
-1380,2018-07-26,1235.3,99096.0,1240.8,1244.6,1231.3
-1381,2018-07-25,1241.0,55539.0,1233.3,1243.4,1232.5
-1382,2018-07-24,1234.6,64451.0,1233.4,1238.6,1227.0
-1383,2018-07-23,1234.4,75122.0,1240.7,1244.7,1231.1
-1384,2018-07-20,1231.1,342215.0,1222.9,1232.4,1215.3
-1385,2018-07-19,1224.0,414022.0,1227.3,1229.6,1210.7
-1386,2018-07-18,1227.9,272126.0,1227.0,1229.1,1220.9
-1387,2018-07-17,1227.3,304251.0,1240.8,1245.1,1225.9
-1388,2018-07-16,1239.7,178908.0,1241.0,1245.8,1238.3
-1389,2018-07-13,1241.2,248662.0,1247.7,1248.5,1236.2
-1390,2018-07-12,1246.6,216104.0,1242.3,1248.8,1241.4
-1391,2018-07-11,1244.4,293555.0,1256.7,1257.3,1241.7
-1392,2018-07-10,1255.4,266748.0,1258.5,1261.0,1247.7
-1393,2018-07-09,1259.6,231724.0,1255.7,1266.9,1255.7
-1394,2018-07-06,1255.8,195750.0,1258.4,1260.2,1253.7
-1395,2018-07-05,1258.8,372468.0,1257.7,1262.4,1252.2
-1396,2018-07-03,1253.5,145678.0,1253.5,1262.4,1238.8
-1397,2018-07-02,1241.7,251533.0,1253.4,1255.6,1240.6
-1398,2018-06-29,1254.5,221077.0,1249.5,1257.1,1246.9
-1399,2018-06-28,1251.0,234981.0,1253.6,1255.8,1247.2
-1400,2018-06-27,1256.1,250008.0,1260.5,1261.9,1252.2
-1401,2018-06-26,1259.9,243918.0,1267.3,1269.4,1256.4
-1402,2018-06-25,1268.9,191258.0,1272.2,1274.4,1265.5
-1403,2018-06-22,1270.7,177199.0,1268.6,1273.1,1268.4
-1404,2018-06-21,1270.5,268481.0,1269.7,1272.3,1262.4
-1405,2018-06-20,1274.5,223323.0,1277.3,1278.6,1269.6
-1406,2018-06-19,1278.6,272942.0,1280.7,1286.8,1272.6
-1407,2018-06-18,1280.1,180772.0,1281.1,1284.9,1279.5
-1408,2018-06-15,1278.5,495364.0,1305.9,1306.7,1277.9
-1409,2018-06-14,1308.3,332112.0,1303.1,1313.0,1301.0
-1410,2018-06-13,1301.3,254837.0,1299.6,1305.2,1294.5
-1411,2018-06-12,1299.4,227402.0,1304.5,1304.8,1296.3
-1412,2018-06-11,1303.2,206333.0,1303.5,1307.0,1297.8
-1413,2018-06-08,1302.7,211335.0,1301.3,1304.8,1296.0
-1414,2018-06-07,1303.0,239302.0,1300.9,1307.8,1299.0
-1415,2018-06-06,1301.4,239391.0,1300.6,1306.1,1297.7
-1416,2018-06-05,1302.2,257770.0,1296.4,1304.8,1293.5
-1417,2018-06-04,1297.3,209443.0,1296.7,1302.3,1293.8
-1418,2018-06-01,1299.3,308394.0,1303.0,1304.8,1293.1
-1419,2018-05-31,1304.7,293132.0,1306.0,1311.5,1301.0
-1420,2018-05-30,1306.5,320122.0,1303.1,1308.8,1300.0
-1421,2018-05-29,1304.1,348290.0,1302.2,1311.3,1296.6
-1422,2018-05-25,1309.0,61195.0,1305.7,1309.0,1299.9
-1423,2018-05-24,1309.8,99686.0,1298.0,1311.8,1297.4
-1424,2018-05-23,1294.8,61616.0,1295.9,1303.8,1292.0
-1425,2018-05-22,1297.4,42154.0,1298.2,1301.3,1292.8
-1426,2018-05-21,1290.9,313755.0,1290.3,1292.7,1281.2
-1427,2018-05-18,1291.3,254923.0,1290.0,1293.7,1285.1
-1428,2018-05-17,1289.4,289678.0,1290.2,1294.0,1284.0
-1429,2018-05-16,1291.5,321197.0,1290.1,1296.4,1285.7
-1430,2018-05-15,1290.3,461831.0,1313.2,1314.7,1288.2
-1431,2018-05-14,1318.2,235892.0,1318.3,1322.4,1312.8
-1432,2018-05-11,1320.7,259923.0,1321.8,1326.3,1317.0
-1433,2018-05-10,1322.3,362491.0,1312.8,1323.4,1310.6
-1434,2018-05-09,1313.0,372491.0,1315.3,1317.8,1304.2
-1435,2018-05-08,1313.7,398268.0,1314.1,1318.5,1306.2
-1436,2018-05-07,1314.1,230426.0,1316.3,1320.1,1310.6
-1437,2018-05-04,1314.7,299809.0,1312.8,1316.9,1308.5
-1438,2018-05-03,1312.7,297240.0,1305.5,1319.0,1305.2
-1439,2018-05-02,1305.6,350840.0,1304.4,1314.9,1304.3
-1440,2018-05-01,1306.8,267336.0,1316.0,1317.4,1302.3
-1441,2018-04-30,1319.2,287438.0,1324.0,1325.9,1310.7
-1442,2018-04-27,1323.4,232724.0,1318.0,1326.4,1315.8
-1443,2018-04-26,1317.9,285847.0,1324.2,1328.0,1316.2
-1444,2018-04-25,1322.8,256659.0,1332.0,1333.8,1320.2
-1445,2018-04-24,1333.0,267707.0,1326.1,1334.5,1323.6
-1446,2018-04-23,1324.0,276592.0,1336.2,1337.6,1323.8
-1447,2018-04-20,1338.3,269829.0,1348.5,1348.9,1337.0
-1448,2018-04-19,1348.8,325544.0,1352.4,1357.7,1343.2
-1449,2018-04-18,1353.5,298749.0,1350.4,1359.0,1345.0
-1450,2018-04-17,1349.5,267744.0,1349.1,1352.2,1340.2
-1451,2018-04-16,1350.7,258382.0,1349.8,1353.5,1342.8
-1452,2018-04-13,1347.9,253937.0,1337.6,1350.3,1335.5
-1453,2018-04-12,1341.9,374672.0,1356.3,1356.7,1336.7
-1454,2018-04-11,1360.0,467541.0,1343.1,1369.4,1342.5
-1455,2018-04-10,1345.9,278138.0,1339.8,1346.2,1334.2
-1456,2018-04-09,1340.1,222038.0,1338.0,1341.5,1330.1
-1457,2018-04-06,1336.1,361181.0,1329.7,1339.1,1322.6
-1458,2018-04-05,1328.5,266243.0,1337.1,1338.7,1326.0
-1459,2018-04-04,1340.2,334886.0,1336.7,1352.5,1335.2
-1460,2018-04-03,1337.3,276654.0,1345.0,1346.6,1332.7
-1461,2018-04-02,1352.9,4979.0,1336.3,1355.1,1335.1
-1462,2018-03-29,1327.3,235348.0,1329.3,1332.6,1325.4
-1463,2018-03-28,1330.0,358319.0,1351.1,1352.2,1327.7
-1464,2018-03-27,1347.9,24159.0,1351.1,1352.2,1347.9
-1465,2018-03-26,1360.9,187073.0,1350.6,1361.8,1349.2
-1466,2018-03-23,1355.7,124800.0,1335.5,1356.3,1334.7
-1467,2018-03-22,1333.2,70121.0,1338.0,1340.8,1330.3
-1468,2018-03-21,1321.5,451237.0,1310.6,1336.9,1309.5
-1469,2018-03-20,1311.9,281146.0,1316.5,1318.1,1306.6
-1470,2018-03-19,1317.8,283944.0,1312.9,1319.6,1307.4
-1471,2018-03-16,1312.3,277568.0,1316.8,1321.8,1309.5
-1472,2018-03-15,1317.8,241746.0,1324.7,1328.1,1314.9
-1473,2018-03-14,1325.6,247027.0,1326.7,1330.5,1321.7
-1474,2018-03-13,1327.1,321790.0,1323.3,1328.8,1313.8
-1475,2018-03-12,1320.8,214392.0,1324.1,1325.0,1315.3
-1476,2018-03-09,1324.0,336571.0,1322.7,1325.9,1313.2
-1477,2018-03-08,1321.7,241811.0,1326.2,1329.8,1319.6
-1478,2018-03-07,1327.6,297281.0,1339.5,1342.0,1323.0
-1479,2018-03-06,1335.2,269691.0,1321.0,1339.9,1320.8
-1480,2018-03-05,1319.9,215468.0,1324.9,1328.9,1318.3
-1481,2018-03-02,1323.4,256112.0,1318.0,1326.6,1316.2
-1482,2018-03-01,1305.2,395651.0,1319.3,1322.3,1303.6
-1483,2018-02-28,1317.9,251263.0,1318.9,1323.7,1316.7
-1484,2018-02-27,1315.5,710.0,1331.7,1332.6,1312.7
-1485,2018-02-26,1332.8,237905.0,1330.4,1342.9,1328.0
-1486,2018-02-23,1330.3,165052.0,1333.7,1334.2,1327.7
-1487,2018-02-22,1332.7,201972.0,1326.2,1334.4,1322.9
-1488,2018-02-21,1332.1,244241.0,1331.2,1338.5,1324.4
-1489,2018-02-20,1331.2,357520.0,1348.9,1354.0,1330.6
-1490,2018-02-16,1356.2,21489.0,1350.2,1356.2,1349.5
-1491,2018-02-15,1355.3,251537.0,1353.0,1359.8,1350.8
-1492,2018-02-14,1358.0,405262.0,1331.9,1358.6,1319.1
-1493,2018-02-13,1330.4,192998.0,1325.0,1333.5,1323.7
-1494,2018-02-12,1326.4,203283.0,1317.1,1330.0,1316.3
-1495,2018-02-09,1315.7,306980.0,1321.0,1325.0,1313.2
-1496,2018-02-08,1319.0,349123.0,1320.7,1324.5,1309.0
-1497,2018-02-07,1314.6,335680.0,1326.6,1334.8,1313.5
-1498,2018-02-06,1329.5,457363.0,1343.1,1349.3,1322.8
-1499,2018-02-05,1336.5,298950.0,1334.6,1344.8,1331.6
-1500,2018-02-02,1337.3,416513.0,1352.2,1353.3,1330.1
-1501,2018-02-01,1347.9,301115.0,1348.2,1354.3,1340.2
-1502,2018-01-31,1343.1,365063.0,1341.8,1351.0,1335.5
-1503,2018-01-30,1340.0,394887.0,1344.0,1352.5,1337.5
-1504,2018-01-29,1345.1,224553.0,1353.7,1356.3,1340.9
-1505,2018-01-26,1357.2,139946.0,1352.7,1361.0,1348.6
-1506,2018-01-25,1368.0,140915.0,1362.7,1370.5,1346.2
-1507,2018-01-24,1361.4,147749.0,1346.2,1366.8,1344.1
-1508,2018-01-23,1336.7,354786.0,1333.0,1341.5,1330.7
-1509,2018-01-22,1331.9,325008.0,1334.0,1335.8,1328.0
-1510,2018-01-19,1333.1,268077.0,1327.0,1338.2,1326.6
-1511,2018-01-18,1327.2,305093.0,1327.4,1333.3,1324.3
-1512,2018-01-17,1339.2,358312.0,1339.0,1344.5,1326.6
-1513,2018-01-16,1337.1,472155.0,1340.9,1345.0,1332.1
-1514,2018-01-12,1334.9,44651.0,1337.3,1342.4,1334.9
-1515,2018-01-11,1322.5,254541.0,1317.5,1324.7,1316.1
-1516,2018-01-10,1319.3,382605.0,1313.3,1328.6,1308.9
-1517,2018-01-09,1313.7,321636.0,1321.2,1321.4,1309.5
-1518,2018-01-08,1320.4,238332.0,1321.8,1323.0,1315.7
-1519,2018-01-05,1322.3,322422.0,1324.4,1324.7,1314.6
-1520,2018-01-04,1321.6,350803.0,1315.5,1327.3,1307.1
-1521,2018-01-03,1318.5,342866.0,1319.0,1323.0,1308.9
-1522,2018-01-02,1316.1,269072.0,1305.3,1320.4,1304.6
-1523,2017-12-29,1309.3,226714.0,1297.5,1309.8,1296.1
-1524,2017-12-28,1297.2,213624.0,1292.0,1297.3,1290.5
-1525,2017-12-27,1291.4,193217.0,1287.8,1293.2,1286.0
-1526,2017-12-26,1287.5,130981.0,1279.0,1288.4,1277.7
-1527,2017-12-22,1278.8,180314.0,1270.3,1280.4,1268.4
-1528,2017-12-21,1270.6,188932.0,1268.8,1272.5,1266.0
-1529,2017-12-20,1269.6,198670.0,1264.8,1271.4,1264.4
-1530,2017-12-19,1264.2,196646.0,1265.4,1268.6,1262.3
-1531,2017-12-18,1265.5,202834.0,1257.8,1267.0,1255.3
-1532,2017-12-15,1257.5,230959.0,1255.5,1264.5,1255.2
-1533,2017-12-14,1257.1,252441.0,1258.1,1261.6,1252.8
-1534,2017-12-13,1248.6,296022.0,1246.3,1259.7,1242.3
-1535,2017-12-12,1241.7,216831.0,1243.9,1247.9,1238.3
-1536,2017-12-11,1246.9,185028.0,1249.2,1253.4,1242.4
-1537,2017-12-08,1248.4,270293.0,1249.5,1254.4,1244.4
-1538,2017-12-07,1253.1,305430.0,1265.2,1266.8,1245.8
-1539,2017-12-06,1266.1,239509.0,1268.3,1271.8,1264.8
-1540,2017-12-05,1264.9,311493.0,1279.1,1279.8,1263.2
-1541,2017-12-04,1277.7,250246.0,1277.6,1280.5,1273.5
-1542,2017-12-01,1282.3,421344.0,1277.9,1292.5,1274.2
-1543,2017-11-30,1276.7,331729.0,1286.9,1288.4,1273.1
-1544,2017-11-29,1286.2,370799.0,1298.0,1300.4,1285.1
-1545,2017-11-28,1299.2,224246.0,1298.8,1301.3,1294.5
-1546,2017-11-27,1298.9,143791.0,1292.0,1303.4,1290.7
-1547,2017-11-24,1291.8,83375.0,1296.1,1297.6,1289.5
-1548,2017-11-22,1296.8,5008.0,1296.1,1296.4,1293.7
-1549,2017-11-21,1281.7,315463.0,1276.6,1284.5,1275.8
-1550,2017-11-20,1275.3,399552.0,1294.1,1295.1,1274.1
-1551,2017-11-17,1296.5,368094.0,1278.8,1297.5,1278.1
-1552,2017-11-16,1278.2,268021.0,1278.0,1281.8,1274.9
-1553,2017-11-15,1277.7,417251.0,1280.7,1290.0,1276.5
-1554,2017-11-14,1282.9,342150.0,1278.9,1283.8,1269.7
-1555,2017-11-13,1278.9,213187.0,1275.3,1279.9,1274.4
-1556,2017-11-10,1274.2,342281.0,1286.0,1287.7,1273.6
-1557,2017-11-09,1287.5,20559.0,1286.0,1287.7,1285.4
-1558,2017-11-08,1283.7,346077.0,1276.4,1288.1,1276.1
-1559,2017-11-07,1275.8,327931.0,1282.6,1282.8,1272.3
-1560,2017-11-06,1281.6,340658.0,1270.7,1283.9,1266.4
-1561,2017-11-03,1269.2,361591.0,1277.5,1281.2,1265.9
-1562,2017-11-02,1278.1,374063.0,1275.2,1285.1,1274.0
-1563,2017-11-01,1277.3,376514.0,1271.8,1281.9,1268.5
-1564,2017-10-31,1270.5,264613.0,1277.6,1279.1,1268.3
-1565,2017-10-30,1277.7,253987.0,1274.3,1279.9,1269.8
-1566,2017-10-27,1271.8,352515.0,1268.0,1275.2,1263.8
-1567,2017-10-26,1269.6,377535.0,1278.6,1283.8,1266.4
-1568,2017-10-25,1279.0,368454.0,1278.0,1281.3,1272.0
-1569,2017-10-24,1278.3,262004.0,1283.9,1285.3,1274.8
-1570,2017-10-23,1280.9,276923.0,1281.5,1284.7,1273.6
-1571,2017-10-20,1280.5,308883.0,1292.0,1292.9,1279.3
-1572,2017-10-19,1290.0,345419.0,1282.8,1292.8,1277.6
-1573,2017-10-18,1283.0,250218.0,1286.9,1290.8,1278.6
-1574,2017-10-17,1286.2,328145.0,1297.2,1298.4,1283.2
-1575,2017-10-16,1303.0,265876.0,1306.0,1308.4,1292.5
-1576,2017-10-13,1304.6,290549.0,1296.0,1306.4,1292.9
-1577,2017-10-12,1296.5,239955.0,1294.6,1299.8,1291.8
-1578,2017-10-11,1288.9,258782.0,1290.7,1295.9,1286.8
-1579,2017-10-10,1293.8,308402.0,1286.8,1296.7,1284.6
-1580,2017-10-09,1285.0,195058.0,1278.6,1288.0,1277.7
-1581,2017-10-06,1274.9,361565.0,1270.6,1279.2,1262.8
-1582,2017-10-05,1273.2,217774.0,1277.5,1281.6,1268.5
-1583,2017-10-04,1276.8,266333.0,1274.5,1285.0,1273.1
-1584,2017-10-03,1274.6,202951.0,1273.1,1277.4,1271.0
-1585,2017-10-02,1275.8,267375.0,1282.2,1282.8,1272.0
-1586,2017-09-29,1284.8,280671.0,1290.1,1293.2,1278.2
-1587,2017-09-28,1288.7,279916.0,1285.1,1291.6,1280.4
-1588,2017-09-27,1287.8,364084.0,1297.3,1299.2,1284.1
-1589,2017-09-26,1301.7,376702.0,1314.2,1317.1,1295.0
-1590,2017-09-25,1311.5,357294.0,1301.5,1315.8,1291.7
-1591,2017-09-22,1297.5,256421.0,1294.1,1301.9,1294.1
-1592,2017-09-21,1294.8,388118.0,1304.8,1305.0,1291.2
-1593,2017-09-20,1316.4,343639.0,1314.7,1319.8,1299.5
-1594,2017-09-19,1310.6,268037.0,1310.5,1315.3,1308.7
-1595,2017-09-18,1310.8,259701.0,1324.0,1324.0,1308.1
-1596,2017-09-15,1325.2,313245.0,1333.7,1338.2,1323.0
-1597,2017-09-14,1329.3,327600.0,1327.6,1334.9,1319.5
-1598,2017-09-13,1328.0,298024.0,1336.2,1340.5,1324.5
-1599,2017-09-12,1332.7,281134.0,1331.7,1336.3,1326.7
-1600,2017-09-11,1335.7,292049.0,1341.5,1344.6,1330.6
-1601,2017-09-08,1351.2,377234.0,1354.0,1362.4,1347.1
-1602,2017-09-07,1350.3,354009.0,1339.0,1355.5,1337.2
-1603,2017-09-06,1339.0,297521.0,1345.0,1347.7,1336.4
-1604,2017-09-05,1344.5,546280.0,1339.8,1349.7,1331.1
-1605,2017-09-01,1330.4,52922.0,1339.7,1343.5,1330.4
-1606,2017-08-31,1322.2,359132.0,1314.1,1329.0,1302.3
-1607,2017-08-30,1314.1,301091.0,1314.8,1319.3,1310.1
-1608,2017-08-29,1318.9,444146.0,1320.5,1331.9,1310.6
-1609,2017-08-28,1315.3,310489.0,1297.6,1317.8,1297.0
-1610,2017-08-25,1297.9,350288.0,1291.3,1301.4,1281.3
-1611,2017-08-24,1292.0,237998.0,1296.0,1296.8,1289.3
-1612,2017-08-23,1294.7,226744.0,1290.4,1297.0,1287.9
-1613,2017-08-22,1291.0,259806.0,1297.1,1298.1,1287.0
-1614,2017-08-21,1296.7,254319.0,1289.1,1299.7,1286.2
-1615,2017-08-18,1291.6,379352.0,1293.8,1306.9,1289.1
-1616,2017-08-17,1292.4,316050.0,1290.0,1296.0,1286.4
-1617,2017-08-16,1282.9,268454.0,1276.9,1289.5,1273.2
-1618,2017-08-15,1279.7,278698.0,1287.0,1287.7,1272.7
-1619,2017-08-14,1290.4,233106.0,1296.4,1296.4,1284.2
-1620,2017-08-11,1294.0,259307.0,1292.5,1298.1,1286.7
-1621,2017-08-10,1290.1,257651.0,1283.2,1293.8,1280.3
-1622,2017-08-09,1279.3,280929.0,1266.1,1284.7,1265.9
-1623,2017-08-08,1262.6,240864.0,1262.9,1271.0,1257.1
-1624,2017-08-07,1264.7,120039.0,1264.3,1265.6,1261.3
-1625,2017-08-04,1264.6,260834.0,1275.3,1276.5,1259.8
-1626,2017-08-03,1274.4,198615.0,1272.6,1277.0,1262.9
-1627,2017-08-02,1278.4,204629.0,1275.2,1279.0,1268.9
-1628,2017-08-01,1279.4,206396.0,1275.6,1280.3,1268.4
-1629,2017-07-31,1273.4,158464.0,1276.3,1277.3,1271.7
-1630,2017-07-28,1275.3,241286.0,1265.0,1277.0,1263.2
-1631,2017-07-27,1266.5,154412.0,1266.8,1271.3,1260.3
-1632,2017-07-26,1255.6,92181.0,1256.2,1269.8,1249.4
-1633,2017-07-25,1258.5,61360.0,1261.9,1264.2,1255.1
-1634,2017-07-24,1260.7,61616.0,1261.4,1265.1,1258.1
-1635,2017-07-21,1261.0,51035.0,1250.8,1262.1,1249.5
-1636,2017-07-20,1245.5,263291.0,1240.6,1247.2,1234.6
-1637,2017-07-19,1242.0,189980.0,1242.0,1243.5,1235.1
-1638,2017-07-18,1241.9,245241.0,1233.3,1244.1,1232.2
-1639,2017-07-17,1233.7,166096.0,1228.7,1235.4,1227.5
-1640,2017-07-14,1227.5,258301.0,1216.4,1232.7,1214.0
-1641,2017-07-13,1217.3,219900.0,1219.2,1223.6,1215.6
-1642,2017-07-12,1219.1,254172.0,1216.5,1225.2,1212.5
-1643,2017-07-11,1214.7,213121.0,1213.8,1217.1,1207.4
-1644,2017-07-10,1213.2,233437.0,1212.1,1215.0,1204.0
-1645,2017-07-07,1209.7,310483.0,1224.6,1228.1,1206.6
-1646,2017-07-06,1223.3,185809.0,1226.5,1229.5,1221.8
-1647,2017-07-05,1221.7,348799.0,1223.0,1228.4,1216.5
-1648,2017-07-03,1219.2,26906.0,1220.1,1224.6,1220.0
-1649,2017-06-30,1242.3,210097.0,1245.2,1248.2,1239.0
-1650,2017-06-29,1245.8,260590.0,1249.6,1253.2,1239.7
-1651,2017-06-28,1249.1,188119.0,1247.3,1255.7,1246.7
-1652,2017-06-27,1246.9,204721.0,1245.2,1253.8,1241.8
-1653,2017-06-26,1246.4,219105.0,1258.1,1259.0,1236.5
-1654,2017-06-23,1256.4,153529.0,1250.9,1260.0,1250.6
-1655,2017-06-22,1249.4,182170.0,1246.4,1256.0,1246.4
-1656,2017-06-21,1245.8,160236.0,1243.9,1248.8,1241.7
-1657,2017-06-20,1243.5,172002.0,1245.4,1249.4,1242.4
-1658,2017-06-19,1246.7,174183.0,1255.8,1257.3,1244.3
-1659,2017-06-16,1256.5,145249.0,1255.6,1258.6,1253.2
-1660,2017-06-15,1254.6,238470.0,1262.7,1268.5,1252.7
-1661,2017-06-14,1275.9,337298.0,1268.4,1284.2,1259.0
-1662,2017-06-13,1268.6,171164.0,1267.7,1271.0,1260.5
-1663,2017-06-12,1268.9,168475.0,1269.7,1272.4,1265.6
-1664,2017-06-09,1271.4,212190.0,1283.5,1284.6,1266.7
-1665,2017-06-08,1279.5,247460.0,1289.5,1291.5,1273.5
-1666,2017-06-07,1293.2,212480.0,1297.0,1297.6,1285.0
-1667,2017-06-06,1297.5,243052.0,1282.5,1298.8,1282.1
-1668,2017-06-05,1282.7,134854.0,1282.6,1286.0,1280.2
-1669,2017-06-02,1280.2,257594.0,1268.0,1282.2,1261.3
-1670,2017-06-01,1270.1,174611.0,1271.6,1272.8,1263.7
-1671,2017-05-31,1275.4,193527.0,1265.7,1276.8,1262.0
-1672,2017-05-30,1265.7,275724.0,1270.1,1273.4,1261.8
-1673,2017-05-26,1271.4,14102.0,1258.6,1272.7,1269.4
-1674,2017-05-25,1259.8,62975.0,1261.6,1262.8,1256.9
-1675,2017-05-24,1253.1,234075.0,1251.1,1258.8,1247.6
-1676,2017-05-23,1255.5,269982.0,1260.4,1263.8,1250.5
-1677,2017-05-22,1261.4,201829.0,1257.5,1262.6,1251.6
-1678,2017-05-19,1253.6,210569.0,1246.8,1256.4,1246.1
-1679,2017-05-18,1252.8,361421.0,1261.4,1265.0,1245.7
-1680,2017-05-17,1258.7,365967.0,1237.2,1261.5,1236.3
-1681,2017-05-16,1236.4,197131.0,1230.8,1239.1,1230.0
-1682,2017-05-15,1230.0,182239.0,1228.3,1237.4,1226.8
-1683,2017-05-12,1227.7,189500.0,1225.0,1231.6,1224.4
-1684,2017-05-11,1224.2,230075.0,1219.2,1227.7,1216.9
-1685,2017-05-10,1218.9,185804.0,1222.1,1225.8,1217.5
-1686,2017-05-09,1216.1,240063.0,1226.6,1228.7,1214.3
-1687,2017-05-08,1227.1,188318.0,1223.1,1236.9,1221.0
-1688,2017-05-05,1226.9,257019.0,1228.5,1236.0,1226.2
-1689,2017-05-04,1228.6,305881.0,1238.5,1241.7,1225.7
-1690,2017-05-03,1248.5,245496.0,1257.8,1257.8,1236.4
-1691,2017-05-02,1257.0,171411.0,1257.4,1258.8,1252.6
-1692,2017-05-01,1255.5,197023.0,1269.6,1272.4,1254.9
-1693,2017-04-28,1268.3,166210.0,1265.2,1269.9,1264.2
-1694,2017-04-27,1265.9,203162.0,1270.2,1271.1,1261.8
-1695,2017-04-26,1264.2,233964.0,1265.5,1272.8,1260.7
-1696,2017-04-25,1267.2,242791.0,1277.9,1279.9,1262.8
-1697,2017-04-24,1277.5,287252.0,1280.0,1280.0,1266.0
-1698,2017-04-21,1289.1,220990.0,1283.3,1290.1,1280.0
-1699,2017-04-20,1283.8,237678.0,1282.2,1285.2,1278.0
-1700,2017-04-19,1283.4,251024.0,1291.7,1292.7,1275.4
-1701,2017-04-18,1294.1,272618.0,1286.7,1294.4,1280.6
-1702,2017-04-17,1291.9,189444.0,1292.4,1297.4,1283.1
-1703,2017-04-13,1288.5,229082.0,1288.3,1290.7,1283.8
-1704,2017-04-12,1278.1,241437.0,1277.2,1289.0,1273.8
-1705,2017-04-11,1274.2,279421.0,1256.8,1277.4,1254.7
-1706,2017-04-10,1253.9,176084.0,1255.6,1258.9,1248.2
-1707,2017-04-07,1257.3,365404.0,1253.9,1273.3,1252.4
-1708,2017-04-06,1253.3,160510.0,1257.6,1260.9,1251.3
-1709,2017-04-05,1248.5,226454.0,1258.2,1259.3,1245.4
-1710,2017-04-04,1258.4,152043.0,1255.5,1263.7,1255.5
-1711,2017-04-03,1254.0,135738.0,1251.9,1255.9,1246.4
-1712,2017-03-31,1251.2,158381.0,1244.6,1252.8,1241.5
-1713,2017-03-30,1248.0,211199.0,1256.1,1256.5,1244.2
-1714,2017-03-29,1256.8,157858.0,1253.0,1257.5,1250.0
-1715,2017-03-28,1258.8,110672.0,1257.1,1261.4,1250.5
-1716,2017-03-27,1258.8,70055.0,1247.2,1264.2,1247.2
-1717,2017-03-24,1251.7,50728.0,1248.2,1255.0,1243.7
-1718,2017-03-23,1250.1,38955.0,1251.5,1256.4,1245.6
-1719,2017-03-22,1249.7,210181.0,1244.5,1251.5,1243.8
-1720,2017-03-21,1246.5,278090.0,1234.2,1247.7,1226.6
-1721,2017-03-20,1234.0,122559.0,1229.0,1235.5,1228.8
-1722,2017-03-17,1230.2,146933.0,1226.2,1231.5,1224.0
-1723,2017-03-16,1227.1,243137.0,1219.5,1234.0,1218.1
-1724,2017-03-15,1200.7,256440.0,1198.7,1222.0,1196.8
-1725,2017-03-14,1202.6,176653.0,1203.5,1207.5,1196.9
-1726,2017-03-13,1203.1,168436.0,1205.0,1210.9,1202.0
-1727,2017-03-10,1201.4,250514.0,1200.2,1206.2,1194.5
-1728,2017-03-09,1203.2,226026.0,1207.7,1208.9,1199.0
-1729,2017-03-08,1209.4,200792.0,1215.6,1218.5,1206.4
-1730,2017-03-07,1216.1,195645.0,1225.7,1227.4,1214.1
-1731,2017-03-06,1225.5,154275.0,1233.9,1237.3,1225.0
-1732,2017-03-03,1226.5,268970.0,1234.8,1236.7,1223.0
-1733,2017-03-02,1232.9,262903.0,1249.9,1250.8,1231.1
-1734,2017-03-01,1250.0,300815.0,1248.5,1251.4,1237.2
-1735,2017-02-28,1253.9,225369.0,1253.3,1259.3,1248.2
-1736,2017-02-27,1258.8,201486.0,1258.9,1264.9,1251.5
-1737,2017-02-24,1258.3,209660.0,1250.6,1261.2,1248.8
-1738,2017-02-23,1251.4,250277.0,1238.3,1252.2,1236.4
-1739,2017-02-22,1233.3,193431.0,1236.9,1241.9,1231.5
-1740,2017-02-21,1238.9,245695.0,1239.3,1240.2,1226.8
-1741,2017-02-17,1239.1,20247.0,1240.8,1245.1,1232.4
-1742,2017-02-16,1241.6,196467.0,1234.3,1243.7,1233.3
-1743,2017-02-15,1233.1,220585.0,1228.6,1234.9,1217.5
-1744,2017-02-14,1225.4,223687.0,1226.1,1236.0,1222.7
-1745,2017-02-13,1225.8,168285.0,1234.2,1234.4,1220.3
-1746,2017-02-10,1235.9,229161.0,1229.6,1238.9,1222.6
-1747,2017-02-09,1236.8,234244.0,1242.7,1246.2,1226.1
-1748,2017-02-08,1239.5,216044.0,1235.2,1246.6,1231.3
-1749,2017-02-07,1236.1,192661.0,1236.9,1237.5,1229.2
-1750,2017-02-06,1232.1,190379.0,1221.9,1237.5,1220.8
-1751,2017-02-03,1220.8,210726.0,1217.8,1223.2,1208.3
-1752,2017-02-02,1219.4,220209.0,1211.2,1227.5,1210.2
-1753,2017-02-01,1208.3,211357.0,1212.2,1215.0,1199.7
-1754,2017-01-31,1211.4,237644.0,1197.7,1217.4,1195.6
-1755,2017-01-30,1196.0,185344.0,1194.6,1201.3,1190.0
-1756,2017-01-27,1191.1,142852.0,1191.4,1193.8,1182.6
-1757,2017-01-26,1192.5,94439.0,1204.1,1205.0,1186.6
-1758,2017-01-25,1200.5,80202.0,1211.5,1212.2,1195.3
-1759,2017-01-24,1210.8,211945.0,1218.0,1220.1,1206.2
-1760,2017-01-23,1215.6,231381.0,1209.3,1219.4,1209.0
-1761,2017-01-20,1204.9,236066.0,1204.8,1214.8,1198.2
-1762,2017-01-19,1201.5,241530.0,1203.1,1206.4,1195.4
-1763,2017-01-18,1212.1,195234.0,1216.8,1217.7,1201.8
-1764,2017-01-17,1212.9,368672.0,1202.8,1218.9,1198.0
-1765,2017-01-13,1196.2,28224.0,1194.8,1204.3,1187.5
-1766,2017-01-12,1199.8,260107.0,1191.1,1207.2,1190.7
-1767,2017-01-11,1196.6,317695.0,1188.1,1198.5,1177.0
-1768,2017-01-10,1185.5,215898.0,1181.3,1190.6,1180.2
-1769,2017-01-09,1184.9,174989.0,1172.9,1186.4,1172.2
-1770,2017-01-06,1173.4,217714.0,1181.0,1183.8,1171.1
-1771,2017-01-05,1181.3,262224.0,1164.6,1185.9,1163.6
-1772,2017-01-04,1165.3,172108.0,1159.6,1168.6,1156.7
-1773,2017-01-03,1162.0,216537.0,1151.4,1166.0,1146.5
-1774,2016-12-30,1151.7,138673.0,1159.5,1164.3,1150.3
-1775,2016-12-29,1158.1,152323.0,1143.1,1160.6,1142.6
-1776,2016-12-28,1140.9,100121.0,1139.3,1145.1,1137.1
-1777,2016-12-27,1138.8,102366.0,1135.3,1151.7,1132.8
-1778,2016-12-23,1133.6,70834.0,1130.0,1137.3,1129.5
-1779,2016-12-22,1133.6,70834.0,1130.0,1137.3,1129.5
-1780,2016-12-21,1133.2,109673.0,1134.0,1138.8,1131.0
-1781,2016-12-20,1133.6,138058.0,1139.8,1141.7,1127.3
-1782,2016-12-19,1142.7,112536.0,1136.1,1144.4,1135.5
-1783,2016-12-16,1137.4,171285.0,1130.5,1143.2,1128.5
-1784,2016-12-15,1129.8,262877.0,1143.8,1146.0,1124.3
-1785,2016-12-14,1163.7,205326.0,1159.8,1168.0,1140.0
-1786,2016-12-13,1159.0,136029.0,1164.5,1167.0,1156.3
-1787,2016-12-12,1165.8,159639.0,1161.4,1167.9,1152.5
-1788,2016-12-09,1161.9,154417.0,1172.5,1173.8,1157.6
-1789,2016-12-08,1172.4,142363.0,1176.1,1180.7,1170.9
-1790,2016-12-07,1177.5,137900.0,1171.4,1182.3,1167.2
-1791,2016-12-06,1170.1,130714.0,1172.8,1177.1,1168.1
-1792,2016-12-05,1176.5,212276.0,1182.6,1190.2,1158.6
-1793,2016-12-02,1177.8,169224.0,1174.3,1180.3,1168.4
-1794,2016-12-01,1169.4,216169.0,1175.1,1178.4,1162.2
-1795,2016-11-30,1173.9,232748.0,1190.7,1196.8,1171.3
-1796,2016-11-29,1190.8,195887.0,1196.6,1197.7,1182.6
-1797,2016-11-28,1193.8,132780.0,1184.4,1200.0,1184.4
-1798,2016-11-25,1181.0,89941.0,1184.4,1195.4,1172.8
-1799,2016-11-23,1192.4,3479.0,1188.2,1192.5,1185.2
-1800,2016-11-22,1211.2,201770.0,1213.5,1220.9,1205.6
-1801,2016-11-21,1209.8,162047.0,1207.3,1217.8,1205.4
-1802,2016-11-18,1208.7,244002.0,1216.0,1217.5,1201.3
-1803,2016-11-17,1216.9,224953.0,1224.8,1231.1,1210.5
-1804,2016-11-16,1223.9,190158.0,1228.0,1233.1,1221.0
-1805,2016-11-15,1224.5,224970.0,1221.8,1231.4,1218.6
-1806,2016-11-14,1221.7,332635.0,1227.7,1230.9,1211.0
-1807,2016-11-11,1224.3,420069.0,1258.7,1265.0,1218.7
-1808,2016-11-10,1266.4,392797.0,1278.4,1292.5,1251.9
-1809,2016-11-09,1273.5,783657.0,1276.8,1338.3,1268.1
-1810,2016-11-08,1274.5,194922.0,1282.2,1291.5,1273.3
-1811,2016-11-07,1279.4,209668.0,1294.5,1296.5,1278.6
-1812,2016-11-04,1304.5,202966.0,1303.2,1308.3,1295.7
-1813,2016-11-03,1303.3,220164.0,1298.1,1308.0,1286.2
-1814,2016-11-02,1308.2,224005.0,1289.0,1309.3,1288.4
-1815,2016-11-01,1288.0,194976.0,1277.8,1292.9,1276.3
-1816,2016-10-31,1273.1,115445.0,1278.3,1280.5,1271.9
-1817,2016-10-28,1276.8,222489.0,1269.2,1285.4,1262.0
-1818,2016-10-27,1269.5,123344.0,1267.2,1273.7,1265.2
-1819,2016-10-26,1266.6,132796.0,1274.0,1277.2,1265.1
-1820,2016-10-25,1273.6,132241.0,1265.2,1277.5,1262.4
-1821,2016-10-24,1263.7,148823.0,1266.9,1272.8,1260.1
-1822,2016-10-21,1267.7,97891.0,1266.5,1268.8,1261.7
-1823,2016-10-20,1267.5,130976.0,1270.6,1275.9,1265.5
-1824,2016-10-19,1269.9,135414.0,1263.9,1274.4,1261.1
-1825,2016-10-18,1262.9,141366.0,1256.0,1265.6,1255.9
-1826,2016-10-17,1256.6,102991.0,1252.9,1258.2,1251.1
-1827,2016-10-14,1255.5,161952.0,1259.5,1260.7,1246.9
-1828,2016-10-13,1257.6,142928.0,1257.1,1263.9,1254.7
-1829,2016-10-12,1253.8,122342.0,1254.5,1260.5,1251.2
-1830,2016-10-11,1255.9,127971.0,1261.7,1264.0,1254.3
-1831,2016-10-10,1260.4,128220.0,1258.5,1266.8,1258.5
-1832,2016-10-07,1251.9,261530.0,1256.8,1267.6,1243.2
-1833,2016-10-06,1253.0,176574.0,1269.7,1271.6,1251.8
-1834,2016-10-05,1268.6,200416.0,1270.5,1279.4,1264.1
-1835,2016-10-04,1269.7,327773.0,1315.0,1315.4,1269.0
-1836,2016-10-03,1312.7,120503.0,1321.0,1322.6,1311.8
-1837,2016-09-30,1317.1,198471.0,1323.6,1331.5,1316.0
-1838,2016-09-29,1326.0,145079.0,1325.0,1329.4,1318.6
-1839,2016-09-28,1323.7,143807.0,1330.1,1331.1,1321.1
-1840,2016-09-27,1330.4,175693.0,1342.0,1343.5,1327.7
-1841,2016-09-26,1344.1,120362.0,1340.8,1346.1,1336.5
-1842,2016-09-23,1341.7,108833.0,1340.3,1344.5,1337.4
-1843,2016-09-22,1344.7,152427.0,1338.9,1347.8,1335.1
-1844,2016-09-21,1331.4,253563.0,1318.0,1341.3,1310.9
-1845,2016-09-20,1318.2,87659.0,1316.3,1321.1,1315.2
-1846,2016-09-19,1317.8,111107.0,1313.2,1321.8,1312.6
-1847,2016-09-16,1310.2,132642.0,1318.3,1321.5,1309.2
-1848,2016-09-15,1318.0,200075.0,1325.8,1332.5,1312.1
-1849,2016-09-14,1326.1,131424.0,1322.6,1329.8,1316.6
-1850,2016-09-13,1323.7,173410.0,1331.7,1335.9,1318.8
-1851,2016-09-12,1325.6,183691.0,1332.0,1333.8,1323.3
-1852,2016-09-09,1334.5,151860.0,1341.6,1343.6,1331.2
-1853,2016-09-08,1341.6,174246.0,1349.1,1353.9,1339.1
-1854,2016-09-07,1349.2,142466.0,1353.5,1357.6,1346.9
-1855,2016-09-06,1349.2,263409.0,1330.8,1357.2,1325.5
-1856,2016-09-02,1354.0,12131.0,1318.0,1334.0,1307.4
-1857,2016-09-01,1317.1,167111.0,1311.7,1318.6,1305.5
-1858,2016-08-31,1311.4,163005.0,1314.7,1319.2,1306.9
-1859,2016-08-30,1316.5,149313.0,1327.0,1328.9,1312.0
-1860,2016-08-29,1327.1,136851.0,1323.8,1328.5,1317.2
-1861,2016-08-26,1325.9,292305.0,1324.8,1346.0,1321.2
-1862,2016-08-25,1324.6,143468.0,1327.4,1330.2,1321.0
-1863,2016-08-24,1329.7,207827.0,1342.2,1344.1,1327.0
-1864,2016-08-23,1346.1,125007.0,1343.6,1348.8,1338.9
-1865,2016-08-22,1343.4,148566.0,1345.0,1345.7,1335.4
-1866,2016-08-19,1346.2,177682.0,1357.1,1357.9,1342.0
-1867,2016-08-18,1357.2,163104.0,1353.8,1361.5,1351.2
-1868,2016-08-17,1348.8,164091.0,1351.3,1356.8,1340.5
-1869,2016-08-16,1356.9,213729.0,1345.2,1364.3,1344.8
-1870,2016-08-15,1347.5,117800.0,1343.6,1349.1,1340.9
-1871,2016-08-12,1343.2,227943.0,1344.7,1362.5,1338.3
-1872,2016-08-11,1350.0,149880.0,1353.2,1359.4,1341.4
-1873,2016-08-10,1351.9,184037.0,1347.0,1363.6,1345.7
-1874,2016-08-09,1346.7,117280.0,1341.2,1348.5,1336.0
-1875,2016-08-08,1341.3,126244.0,1341.2,1343.9,1335.3
-1876,2016-08-05,1344.4,207828.0,1367.2,1371.0,1340.4
-1877,2016-08-04,1367.4,158935.0,1364.7,1371.4,1355.1
-1878,2016-08-03,1364.7,131123.0,1370.5,1373.4,1360.6
-1879,2016-08-02,1372.6,154681.0,1360.6,1374.2,1353.7
-1880,2016-08-01,1359.6,108934.0,1357.2,1361.9,1353.2
-1881,2016-07-29,1349.0,214928.0,1333.2,1353.3,1325.8
-1882,2016-07-28,1332.3,179984.0,1339.5,1344.3,1330.1
-1883,2016-07-27,1326.7,160965.0,1319.9,1342.3,1315.6
-1884,2016-07-26,1320.8,88658.0,1315.5,1324.4,1313.6
-1885,2016-07-25,1319.5,125105.0,1322.7,1323.4,1311.1
-1886,2016-07-22,1323.4,211535.0,1331.4,1334.0,1319.4
-1887,2016-07-21,1331.0,241351.0,1316.2,1334.0,1310.7
-1888,2016-07-20,1319.3,212201.0,1332.2,1338.8,1312.5
-1889,2016-07-19,1332.3,144123.0,1329.1,1335.5,1325.8
-1890,2016-07-18,1329.3,159487.0,1333.4,1336.0,1323.5
-1891,2016-07-15,1327.4,184243.0,1336.4,1339.5,1322.6
-1892,2016-07-14,1327.4,251302.0,1344.5,1348.0,1320.4
-1893,2016-07-13,1332.2,195091.0,1334.0,1346.3,1328.1
-1894,2016-07-12,1335.3,246267.0,1356.3,1358.9,1331.0
-1895,2016-07-11,1356.6,217375.0,1368.9,1376.5,1351.8
-1896,2016-07-08,1358.4,287124.0,1361.0,1371.8,1336.3
-1897,2016-07-07,1362.1,204514.0,1365.7,1372.9,1352.0
-1898,2016-07-06,1367.1,226256.0,1358.0,1377.5,1356.3
-1899,2016-07-05,1358.7,337002.0,1350.8,1360.3,1338.5
-1900,2016-07-01,1339.0,63821.0,1345.0,1360.3,1338.5
-1901,2016-06-30,1320.6,182812.0,1321.0,1326.5,1315.3
-1902,2016-06-29,1326.9,164974.0,1313.9,1331.0,1313.3
-1903,2016-06-28,1317.9,183169.0,1328.3,1329.5,1308.2
-1904,2016-06-27,1324.7,240734.0,1322.3,1340.0,1320.8
-1905,2016-06-24,1322.4,527205.0,1254.3,1362.6,1252.8
-1906,2016-06-23,1263.1,145996.0,1268.1,1274.9,1256.9
-1907,2016-06-22,1270.0,127154.0,1271.4,1273.5,1263.8
-1908,2016-06-21,1272.5,196994.0,1271.1,1297.4,1267.1
-1909,2016-06-20,1292.1,186003.0,1293.0,1296.8,1280.8
-1910,2016-06-17,1294.8,203550.0,1282.4,1302.7,1278.8
-1911,2016-06-16,1298.4,331368.0,1295.0,1318.9,1280.1
-1912,2016-06-15,1288.3,190137.0,1288.1,1300.0,1281.3
-1913,2016-06-14,1288.1,182512.0,1286.2,1293.0,1278.6
-1914,2016-06-13,1286.9,195734.0,1278.3,1290.3,1275.2
-1915,2016-06-10,1275.9,151163.0,1271.5,1280.9,1267.3
-1916,2016-06-09,1272.7,145087.0,1264.6,1274.4,1259.4
-1917,2016-06-08,1262.3,167215.0,1247.0,1267.2,1245.5
-1918,2016-06-07,1247.0,114337.0,1248.0,1249.0,1236.9
-1919,2016-06-06,1247.4,157245.0,1245.5,1251.3,1242.1
-1920,2016-06-03,1242.9,230035.0,1212.8,1247.4,1209.1
-1921,2016-06-02,1212.6,106248.0,1215.9,1220.0,1212.0
-1922,2016-06-01,1214.7,151311.0,1217.9,1222.9,1208.2
-1923,2016-05-31,1217.5,227362.0,1208.1,1220.6,1201.5
-1924,2016-05-27,1216.7,29931.0,1215.1,1215.9,1202.2
-1925,2016-05-26,1222.7,148362.0,1226.1,1237.2,1220.8
-1926,2016-05-25,1226.6,105239.0,1230.0,1233.4,1220.6
-1927,2016-05-24,1232.2,288926.0,1249.5,1252.8,1226.2
-1928,2016-05-23,1251.5,206897.0,1251.7,1256.8,1243.5
-1929,2016-05-20,1252.9,188383.0,1256.3,1261.2,1249.6
-1930,2016-05-19,1254.8,246015.0,1259.1,1262.3,1244.6
-1931,2016-05-18,1274.4,225480.0,1280.6,1283.5,1256.0
-1932,2016-05-17,1276.9,196855.0,1274.9,1283.9,1270.1
-1933,2016-05-16,1274.2,188509.0,1273.1,1290.4,1271.6
-1934,2016-05-13,1272.7,167683.0,1264.8,1277.7,1264.0
-1935,2016-05-12,1271.2,211757.0,1279.3,1282.5,1262.9
-1936,2016-05-11,1275.5,215592.0,1267.3,1280.8,1266.3
-1937,2016-05-10,1264.8,164024.0,1265.4,1272.0,1258.3
-1938,2016-05-09,1266.6,213413.0,1288.8,1289.5,1262.8
-1939,2016-05-06,1294.0,246521.0,1279.3,1297.7,1276.2
-1940,2016-05-05,1272.3,168856.0,1281.2,1288.4,1270.6
-1941,2016-05-04,1274.4,205506.0,1287.7,1291.8,1273.6
-1942,2016-05-03,1291.8,209229.0,1293.4,1303.9,1284.0
-1943,2016-05-02,1295.8,193092.0,1294.2,1306.0,1289.6
-1944,2016-04-29,1290.5,249603.0,1268.0,1299.0,1267.0
-1945,2016-04-28,1266.4,214356.0,1247.3,1271.7,1239.1
-1946,2016-04-27,1250.4,167190.0,1245.7,1254.6,1240.7
-1947,2016-04-26,1243.4,139982.0,1239.8,1246.5,1232.7
-1948,2016-04-25,1240.2,114696.0,1234.5,1243.8,1231.3
-1949,2016-04-22,1230.0,198388.0,1248.5,1254.2,1228.5
-1950,2016-04-21,1250.3,261992.0,1244.5,1272.4,1244.4
-1951,2016-04-20,1254.4,158271.0,1251.3,1259.8,1244.0
-1952,2016-04-19,1254.3,200511.0,1233.9,1258.5,1229.0
-1953,2016-04-18,1235.0,143540.0,1236.3,1243.3,1231.7
-1954,2016-04-15,1234.6,115585.0,1228.5,1237.6,1226.8
-1955,2016-04-14,1226.5,196567.0,1243.8,1245.9,1225.4
-1956,2016-04-13,1248.3,150426.0,1257.2,1258.7,1241.4
-1957,2016-04-12,1260.9,148296.0,1259.8,1264.7,1253.0
-1958,2016-04-11,1258.0,151279.0,1241.8,1260.9,1241.6
-1959,2016-04-08,1243.8,128333.0,1241.8,1244.6,1231.0
-1960,2016-04-07,1237.5,179765.0,1224.0,1245.0,1224.0
-1961,2016-04-06,1223.8,129032.0,1232.6,1233.8,1217.2
-1962,2016-04-05,1229.6,148762.0,1217.1,1238.8,1216.0
-1963,2016-04-04,1219.3,86900.0,1217.2,1224.1,1215.7
-1964,2016-04-01,1223.5,188179.0,1234.1,1237.2,1210.3
-1965,2016-03-31,1235.6,117150.0,1227.0,1242.3,1225.1
-1966,2016-03-30,1228.6,172801.0,1243.0,1246.8,1224.9
-1967,2016-03-29,1237.5,193572.0,1223.1,1245.2,1217.0
-1968,2016-03-28,1222.0,85386.0,1217.8,1225.1,1207.7
-1969,2016-03-24,1223.5,61613.0,1222.1,1225.6,1212.6
-1970,2016-03-23,1225.6,248406.0,1248.5,1249.8,1215.4
-1971,2016-03-22,1248.6,178128.0,1244.3,1260.9,1242.8
-1972,2016-03-21,1244.2,165130.0,1255.2,1256.7,1241.2
-1973,2016-03-18,1254.3,152348.0,1257.7,1267.7,1248.4
-1974,2016-03-17,1265.0,196709.0,1262.0,1271.9,1255.2
-1975,2016-03-16,1229.8,195631.0,1233.1,1264.8,1227.0
-1976,2016-03-15,1231.0,169067.0,1237.0,1238.7,1226.0
-1977,2016-03-14,1245.1,198015.0,1250.9,1261.9,1229.9
-1978,2016-03-11,1259.4,225924.0,1272.0,1287.8,1249.0
-1979,2016-03-10,1272.8,294934.0,1253.7,1274.3,1237.5
-1980,2016-03-09,1257.4,217105.0,1262.2,1265.7,1243.6
-1981,2016-03-08,1262.9,198376.0,1267.9,1279.0,1261.0
-1982,2016-03-07,1264.0,208860.0,1260.5,1274.1,1257.4
-1983,2016-03-04,1270.7,351429.0,1264.6,1280.7,1250.1
-1984,2016-03-03,1258.2,216716.0,1240.8,1269.3,1238.0
-1985,2016-03-02,1241.8,175010.0,1232.3,1244.8,1225.1
-1986,2016-03-01,1230.8,211175.0,1238.9,1249.3,1227.7
-1987,2016-02-29,1234.4,174484.0,1223.1,1241.8,1216.3
-1988,2016-02-26,1220.4,210351.0,1232.5,1241.3,1212.0
-1989,2016-02-25,1238.8,199289.0,1228.9,1244.4,1221.8
-1990,2016-02-24,1239.1,260422.0,1226.0,1254.3,1222.4
-1991,2016-02-23,1222.6,175821.0,1208.9,1229.0,1207.6
-1992,2016-02-22,1210.1,155626.0,1208.0,1226.9,1202.5
-1993,2016-02-19,1230.8,168415.0,1231.2,1235.3,1220.6
-1994,2016-02-18,1226.3,173177.0,1209.5,1240.6,1201.3
-1995,2016-02-17,1211.4,156859.0,1201.9,1214.4,1196.2
-1996,2016-02-16,1208.2,319892.0,1209.4,1236.3,1191.5
-1997,2016-02-12,1239.4,33215.0,1236.3,1236.3,1215.0
-1998,2016-02-11,1247.8,345519.0,1197.5,1263.9,1196.3
-1999,2016-02-10,1194.6,159103.0,1189.7,1198.1,1181.6
-2000,2016-02-09,1198.6,180163.0,1189.4,1199.3,1185.9
-2001,2016-02-08,1197.9,232700.0,1174.0,1201.4,1164.5
-2002,2016-02-05,1157.7,206063.0,1155.7,1175.0,1145.5
-2003,2016-02-04,1157.5,168259.0,1156.7,1157.9,1139.7
-2004,2016-02-03,1141.3,181052.0,1129.4,1146.2,1124.8
-2005,2016-02-02,1127.2,107444.0,1128.8,1131.5,1122.6
-2006,2016-02-01,1128.0,109728.0,1118.0,1130.2,1115.3
-2007,2016-01-29,1116.4,126023.0,1114.8,1118.9,1108.5
-2008,2016-01-28,1116.1,146072.0,1115.7,1126.4,1110.2
-2009,2016-01-27,1116.3,124865.0,1120.2,1128.7,1115.2
-2010,2016-01-26,1120.6,89525.0,1109.4,1123.6,1107.7
-2011,2016-01-25,1105.3,148860.0,1097.8,1109.2,1097.6
-2012,2016-01-22,1096.3,133883.0,1101.6,1103.5,1094.4
-2013,2016-01-21,1098.2,170505.0,1100.9,1104.8,1092.5
-2014,2016-01-20,1106.2,183164.0,1087.3,1109.9,1087.1
-2015,2016-01-19,1089.1,154064.0,1089.0,1094.5,1082.1
-2016,2016-01-15,1090.7,8927.0,1089.3,1093.3,1089.0
-2017,2016-01-14,1073.6,168364.0,1093.6,1095.4,1071.1
-2018,2016-01-13,1087.1,146676.0,1086.8,1095.6,1079.4
-2019,2016-01-12,1085.2,161091.0,1094.0,1099.1,1083.1
-2020,2016-01-11,1096.2,185771.0,1103.6,1108.3,1093.1
-2021,2016-01-08,1097.9,183436.0,1108.8,1113.1,1091.8
-2022,2016-01-07,1107.8,203063.0,1093.7,1109.9,1091.1
-2023,2016-01-06,1091.9,179581.0,1076.8,1094.9,1074.4
-2024,2016-01-05,1078.4,99250.0,1073.5,1081.5,1071.9
-2025,2016-01-04,1075.2,151233.0,1061.5,1083.0,1061.0
-2026,2015-12-31,1060.2,53272.0,1060.6,1062.7,1056.5
-2027,2015-12-30,1059.8,5260.0,1068.2,1070.5,1059.8
-2028,2015-12-29,1068.0,5260.0,1068.2,1070.5,1067.7
-2029,2015-12-28,1068.3,66151.0,1068.6,1076.5,1065.7
-2031,2015-12-24,1075.9,47886.0,1069.6,1076.6,1069.5
-2032,2015-12-23,1068.3,64030.0,1069.5,1074.9,1067.6
-2033,2015-12-22,1074.1,74764.0,1070.8,1080.3,1071.2
-2034,2015-12-21,1080.6,9268.0,1078.0,1079.5,1075.4
-2035,2015-12-18,1065.0,115775.0,1051.5,1071.0,1050.0
-2036,2015-12-17,1049.6,157113.0,1072.2,1072.7,1046.8
-2037,2015-12-16,1076.8,135844.0,1060.3,1077.9,1060.2
-2038,2015-12-15,1061.6,109842.0,1060.4,1067.9,1057.4
-2039,2015-12-14,1063.4,114615.0,1073.0,1077.3,1058.1
-2040,2015-12-11,1075.7,147088.0,1071.4,1079.1,1061.7
-2041,2015-12-10,1072.0,95161.0,1071.7,1076.0,1068.8
-2042,2015-12-09,1076.5,135909.0,1074.3,1085.0,1068.7
-2043,2015-12-08,1075.3,120295.0,1069.7,1078.4,1066.8
-2044,2015-12-07,1075.2,104016.0,1085.5,1086.1,1065.0
-2045,2015-12-04,1084.1,199706.0,1062.0,1088.3,1057.2
-2046,2015-12-03,1061.2,166626.0,1053.5,1064.5,1045.4
-2047,2015-12-02,1053.8,117379.0,1067.9,1071.0,1049.4
-2048,2015-12-01,1063.5,115302.0,1064.6,1074.0,1062.6
-2049,2015-11-30,1065.3,105076.0,1056.0,1069.1,1052.2
-2050,2015-11-27,1056.2,175421.0,1071.0,1073.9,1051.6
-2052,2015-11-25,1069.7,9070.0,1070.6,1073.9,1068.7
-2053,2015-11-24,1073.3,69317.0,1067.6,1080.5,1067.6
-2054,2015-11-23,1066.6,67286.0,1072.7,1076.3,1065.4
-2055,2015-11-20,1076.3,143217.0,1079.7,1087.2,1074.9
-2056,2015-11-19,1077.9,169716.0,1079.5,1086.6,1068.3
-2057,2015-11-18,1068.7,144564.0,1070.2,1074.6,1062.0
-2058,2015-11-17,1068.6,171466.0,1082.4,1085.1,1064.4
-2059,2015-11-16,1083.6,146506.0,1087.9,1097.4,1080.5
-2060,2015-11-13,1080.9,126219.0,1083.5,1088.0,1078.2
-2061,2015-11-12,1081.0,193512.0,1085.4,1089.0,1073.0
-2062,2015-11-11,1084.9,158171.0,1088.5,1093.5,1083.2
-2063,2015-11-10,1088.5,137955.0,1089.0,1094.8,1084.0
-2064,2015-11-09,1088.1,133427.0,1089.1,1094.9,1087.4
-2065,2015-11-06,1087.7,183535.0,1103.2,1109.7,1084.5
-2066,2015-11-05,1104.2,130595.0,1103.6,1111.3,1102.2
-2067,2015-11-04,1106.2,147311.0,1117.4,1122.3,1105.6
-2068,2015-11-03,1114.1,144707.0,1132.9,1138.0,1113.6
-2069,2015-11-02,1135.9,98561.0,1141.3,1142.7,1132.2
-2070,2015-10-30,1141.4,110040.0,1146.6,1149.8,1138.4
-2071,2015-10-29,1147.3,142805.0,1156.1,1162.5,1144.2
-2072,2015-10-28,1176.1,177850.0,1166.7,1183.1,1152.1
-2073,2015-10-27,1165.8,85314.0,1163.0,1168.8,1160.5
-2074,2015-10-26,1166.2,79375.0,1163.8,1169.6,1162.0
-2075,2015-10-23,1162.8,145357.0,1165.9,1179.4,1158.6
-2076,2015-10-22,1166.1,113495.0,1166.8,1171.8,1161.4
-2077,2015-10-21,1167.1,115889.0,1175.5,1179.3,1163.2
-2078,2015-10-20,1177.5,116171.0,1170.6,1181.4,1167.2
-2079,2015-10-19,1172.8,102967.0,1176.9,1178.2,1168.3
-2080,2015-10-16,1183.1,102935.0,1182.5,1184.8,1174.3
-2081,2015-10-15,1187.5,181083.0,1184.0,1191.7,1173.9
-2082,2015-10-14,1179.8,182083.0,1168.2,1189.9,1162.5
-2083,2015-10-13,1165.4,130049.0,1162.8,1168.6,1151.3
-2084,2015-10-12,1164.5,106716.0,1155.0,1168.6,1154.3
-2085,2015-10-09,1155.9,129925.0,1138.1,1159.3,1138.0
-2086,2015-10-08,1144.3,116155.0,1145.0,1150.9,1135.9
-2087,2015-10-07,1148.7,108785.0,1146.5,1153.6,1141.3
-2088,2015-10-06,1146.4,116671.0,1134.7,1151.0,1134.5
-2089,2015-10-05,1137.6,110483.0,1137.0,1141.6,1129.6
-2090,2015-10-02,1136.6,178784.0,1112.5,1140.9,1103.8
-2091,2015-10-01,1113.7,76984.0,1114.5,1118.5,1110.3
-2092,2015-09-30,1115.2,148341.0,1127.2,1127.7,1110.8
-2093,2015-09-29,1126.8,100406.0,1131.4,1134.3,1123.5
-2094,2015-09-28,1131.7,137003.0,1145.0,1147.8,1127.3
-2095,2015-09-25,1145.6,134782.0,1151.0,1151.1,1140.1
-2096,2015-09-24,1153.8,200068.0,1130.0,1156.4,1129.5
-2097,2015-09-23,1131.5,89262.0,1123.8,1134.0,1121.1
-2098,2015-09-22,1124.8,109509.0,1132.6,1136.1,1120.5
-2099,2015-09-21,1132.8,84042.0,1138.7,1139.4,1128.7
-2100,2015-09-18,1137.8,142108.0,1130.0,1141.5,1126.9
-2101,2015-09-17,1117.0,135687.0,1118.7,1136.0,1114.7
-2102,2015-09-16,1119.0,123877.0,1104.4,1123.7,1103.0
-2103,2015-09-15,1102.6,75109.0,1107.1,1108.5,1101.5
-2104,2015-09-14,1107.7,71350.0,1107.0,1109.8,1102.6
-2105,2015-09-11,1103.3,111507.0,1110.2,1111.9,1097.7
-2106,2015-09-10,1109.3,117042.0,1105.7,1114.1,1102.5
-2107,2015-09-09,1102.0,161609.0,1121.0,1124.7,1100.1
-2108,2015-09-08,1121.0,135811.0,1118.1,1126.0,1114.7
-2110,2015-09-04,1121.4,9777.0,1123.0,1124.1,1117.0
-2111,2015-09-03,1124.5,102488.0,1133.2,1133.8,1121.0
-2112,2015-09-02,1133.6,106996.0,1139.0,1141.9,1131.2
-2113,2015-09-01,1139.8,124773.0,1133.8,1147.3,1133.8
-2114,2015-08-31,1132.5,93050.0,1132.7,1136.3,1125.0
-2115,2015-08-28,1134.0,141784.0,1124.4,1140.3,1123.1
-2116,2015-08-27,1122.6,119691.0,1124.4,1131.7,1117.0
-2117,2015-08-26,1124.6,194126.0,1139.9,1146.0,1116.9
-2118,2015-08-25,1138.3,188989.0,1155.7,1156.3,1134.0
-2119,2015-08-24,1153.6,255624.0,1160.2,1169.8,1145.1
-2120,2015-08-21,1159.6,189582.0,1153.3,1167.9,1148.5
-2121,2015-08-20,1153.2,174797.0,1133.3,1153.7,1132.1
-2122,2015-08-19,1127.9,146994.0,1117.2,1134.3,1115.5
-2123,2015-08-18,1116.9,116442.0,1117.2,1120.4,1108.5
-2124,2015-08-17,1118.4,88129.0,1113.5,1122.2,1112.9
-2125,2015-08-14,1112.7,100681.0,1114.6,1120.4,1111.1
-2126,2015-08-13,1115.6,125318.0,1125.2,1126.3,1112.8
-2127,2015-08-12,1123.6,184025.0,1108.2,1125.5,1101.1
-2128,2015-08-11,1107.7,186562.0,1103.8,1119.1,1093.3
-2129,2015-08-10,1104.1,142965.0,1094.0,1108.5,1089.0
-2130,2015-08-07,1094.1,165051.0,1088.8,1098.9,1081.4
-2131,2015-08-06,1090.1,90012.0,1084.1,1093.3,1082.7
-2132,2015-08-05,1085.6,110005.0,1087.3,1091.7,1082.0
-2133,2015-08-04,1090.7,108848.0,1087.5,1094.4,1080.2
-2134,2015-08-03,1089.4,102779.0,1095.1,1098.0,1085.1
-2135,2015-07-31,1095.1,166766.0,1087.7,1103.0,1079.2
-2136,2015-07-30,1088.7,155535.0,1096.6,1098.2,1081.5
-2137,2015-07-29,1093.3,107835.0,1094.8,1101.5,1089.8
-2138,2015-07-28,1096.7,75543.0,1094.2,1098.7,1091.1
-2139,2015-07-27,1096.9,53257.0,1098.2,1104.9,1088.0
-2140,2015-07-24,1085.5,237901.0,1089.5,1100.9,1072.3
-2141,2015-07-23,1094.1,194839.0,1093.4,1104.9,1086.1
-2142,2015-07-22,1091.5,170919.0,1100.1,1102.3,1085.6
-2143,2015-07-21,1103.5,163597.0,1098.0,1108.8,1095.9
-2144,2015-07-20,1106.8,250336.0,1095.0,1132.5,1080.0
-2145,2015-07-17,1131.9,149622.0,1144.3,1144.5,1129.6
-2146,2015-07-16,1143.9,118613.0,1146.2,1148.2,1140.6
-2147,2015-07-15,1147.4,141077.0,1153.9,1155.8,1141.9
-2148,2015-07-14,1153.5,103814.0,1157.0,1159.1,1151.8
-2149,2015-07-13,1155.4,118607.0,1162.3,1163.9,1149.8
-2150,2015-07-10,1157.9,106510.0,1158.7,1164.5,1156.4
-2151,2015-07-09,1159.2,122563.0,1157.5,1166.9,1155.1
-2152,2015-07-08,1163.5,159002.0,1154.0,1163.8,1145.9
-2153,2015-07-07,1152.6,190168.0,1168.8,1170.0,1146.8
-2154,2015-07-06,1173.2,100581.0,1173.2,1174.4,1161.9
-2156,2015-07-02,1163.5,480.0,1165.2,1165.6,1163.7
-2157,2015-07-01,1169.3,90598.0,1172.4,1174.4,1166.7
-2158,2015-06-30,1171.8,139830.0,1179.8,1180.0,1165.4
-2159,2015-06-29,1179.0,136394.0,1182.5,1187.6,1173.2
-2160,2015-06-26,1173.2,99904.0,1172.5,1178.0,1167.1
-2161,2015-06-25,1171.8,80598.0,1174.1,1177.3,1170.5
-2162,2015-06-24,1172.9,110046.0,1177.6,1179.7,1168.1
-2163,2015-06-23,1176.6,106625.0,1185.3,1187.7,1175.6
-2164,2015-06-22,1184.1,116780.0,1199.7,1200.8,1181.6
-2165,2015-06-19,1201.9,79570.0,1201.8,1204.0,1198.0
-2166,2015-06-18,1202.0,174738.0,1184.2,1205.7,1183.1
-2167,2015-06-17,1176.8,96054.0,1181.1,1188.8,1173.9
-2168,2015-06-16,1180.9,93967.0,1185.3,1187.4,1175.4
-2169,2015-06-15,1185.8,124584.0,1180.0,1190.2,1171.9
-2170,2015-06-12,1179.2,80500.0,1180.8,1183.7,1175.6
-2171,2015-06-11,1180.4,101075.0,1185.7,1187.4,1174.8
-2172,2015-06-10,1186.6,116677.0,1175.8,1191.8,1174.3
-2173,2015-06-09,1177.6,87429.0,1173.2,1182.3,1171.8
-2174,2015-06-08,1173.6,100756.0,1170.8,1177.1,1168.5
-2175,2015-06-05,1168.1,142628.0,1176.5,1178.0,1162.1
-2176,2015-06-04,1175.2,144559.0,1185.8,1186.6,1172.4
-2177,2015-06-03,1184.9,117094.0,1193.8,1195.6,1179.1
-2178,2015-06-02,1194.4,106711.0,1189.5,1196.4,1185.8
-2179,2015-06-01,1188.7,162133.0,1189.8,1204.7,1184.0
-2180,2015-05-29,1189.8,97474.0,1188.1,1194.4,1186.0
-2181,2015-05-28,1188.8,141607.0,1188.0,1192.8,1180.2
-2182,2015-05-27,1186.5,139297.0,1187.5,1191.3,1183.9
-2183,2015-05-26,1187.8,91910.0,1207.3,1208.9,1185.6
-2185,2015-05-22,1204.0,138192.0,1206.0,1214.6,1201.0
-2186,2015-05-21,1204.1,116552.0,1209.4,1212.4,1201.0
-2187,2015-05-20,1208.7,119129.0,1207.7,1213.2,1202.7
-2188,2015-05-19,1206.7,167820.0,1225.4,1225.5,1205.1
-2189,2015-05-18,1227.6,112075.0,1225.4,1232.0,1221.2
-2190,2015-05-15,1225.3,128557.0,1220.9,1225.8,1210.6
-2191,2015-05-14,1225.2,162990.0,1215.0,1227.7,1211.9
-2192,2015-05-13,1218.2,225506.0,1192.5,1218.5,1190.4
-2193,2015-05-12,1192.4,133063.0,1182.5,1196.3,1179.7
-2194,2015-05-11,1183.0,123351.0,1189.0,1190.9,1178.0
-2195,2015-05-08,1188.9,134106.0,1183.7,1193.0,1180.5
-2196,2015-05-07,1182.2,127213.0,1191.3,1192.0,1177.9
-2197,2015-05-06,1190.3,103539.0,1192.5,1196.9,1187.4
-2198,2015-05-05,1193.2,105898.0,1187.5,1199.3,1184.9
-2199,2015-05-04,1186.8,104106.0,1176.6,1192.1,1176.6
-2200,2015-05-01,1174.5,112452.0,1183.7,1184.4,1168.4
-2201,2015-04-30,1182.4,196278.0,1204.5,1207.4,1176.0
-2202,2015-04-29,1210.0,134603.0,1211.4,1213.5,1200.7
-2203,2015-04-28,1213.9,145628.0,1201.6,1214.9,1198.6
-2204,2015-04-27,1203.2,195125.0,1179.3,1206.7,1177.6
-2205,2015-04-24,1175.0,149522.0,1193.0,1195.4,1174.1
-2206,2015-04-23,1194.3,110608.0,1186.9,1197.4,1183.6
-2207,2015-04-22,1186.9,146503.0,1202.2,1204.4,1185.0
-2208,2015-04-21,1203.1,97120.0,1195.8,1203.7,1192.5
-2209,2015-04-20,1193.7,126703.0,1204.4,1209.0,1190.8
-2210,2015-04-17,1203.1,107912.0,1198.6,1207.8,1197.0
-2211,2015-04-16,1198.0,151984.0,1201.8,1208.8,1194.3
-2212,2015-04-15,1201.3,123923.0,1192.2,1204.4,1188.3
-2213,2015-04-14,1192.6,153692.0,1198.8,1201.3,1183.5
-2214,2015-04-13,1199.3,105226.0,1207.2,1209.3,1196.1
-2215,2015-04-10,1204.6,116251.0,1193.8,1210.6,1192.9
-2216,2015-04-09,1193.6,104647.0,1202.6,1203.3,1192.4
-2217,2015-04-08,1203.1,112371.0,1208.7,1212.5,1197.4
-2218,2015-04-07,1210.6,80561.0,1208.6,1215.9,1207.5
-2219,2015-04-06,1218.6,101351.0,1212.6,1224.5,1212.6
-2221,2015-04-02,1200.9,108884.0,1204.3,1207.4,1194.8
-2222,2015-04-01,1208.2,141610.0,1183.2,1208.7,1180.5
-2223,2015-03-31,1183.2,112462.0,1185.5,1190.6,1178.2
-2224,2015-03-30,1185.3,122724.0,1198.6,1199.6,1182.2
-2225,2015-03-27,1200.7,128583.0,1204.6,1206.6,1192.6
-2226,2015-03-26,1205.7,112028.0,1196.1,1220.4,1194.8
-2227,2015-03-25,1197.0,171373.0,1192.5,1199.3,1186.1
-2228,2015-03-24,1191.4,153651.0,1188.5,1194.5,1184.7
-2229,2015-03-23,1187.7,157085.0,1183.2,1191.0,1178.6
-2230,2015-03-20,1184.6,155233.0,1170.4,1187.4,1167.9
-2231,2015-03-19,1169.0,150727.0,1166.1,1177.0,1158.6
-2232,2015-03-18,1151.3,180295.0,1148.1,1175.1,1144.9
-2233,2015-03-17,1148.2,149286.0,1153.7,1159.3,1141.6
-2234,2015-03-16,1153.2,114195.0,1157.9,1163.3,1149.3
-2235,2015-03-13,1152.4,113141.0,1152.6,1160.9,1150.4
-2236,2015-03-12,1151.9,151499.0,1153.7,1165.7,1147.5
-2237,2015-03-11,1150.6,152874.0,1161.1,1164.3,1146.5
-2238,2015-03-10,1160.1,170223.0,1165.6,1169.6,1153.8
-2239,2015-03-09,1166.5,112018.0,1169.6,1174.4,1164.8
-2240,2015-03-06,1164.3,204043.0,1197.5,1200.0,1162.9
-2241,2015-03-05,1196.2,125564.0,1200.2,1208.9,1195.8
-2242,2015-03-04,1200.9,99539.0,1203.8,1208.4,1197.7
-2243,2015-03-03,1204.4,146874.0,1206.1,1214.4,1194.6
-2244,2015-03-02,1208.2,128222.0,1213.8,1223.0,1204.2
-2245,2015-02-27,1213.1,107382.0,1208.8,1219.2,1204.1
-2246,2015-02-26,1210.1,122100.0,1203.9,1219.9,1203.4
-2247,2015-02-25,1201.5,97588.0,1200.8,1211.7,1200.7
-2248,2015-02-24,1197.3,109440.0,1201.9,1204.4,1190.0
-2249,2015-02-23,1200.8,108517.0,1203.5,1210.3,1190.6
-2250,2015-02-20,1204.9,103062.0,1208.0,1215.3,1197.7
-2251,2015-02-19,1207.6,105113.0,1209.0,1222.9,1205.2
-2252,2015-02-18,1200.2,114178.0,1209.3,1213.4,1197.2
-2253,2015-02-17,1208.6,172721.0,1230.9,1236.7,1203.3
-2255,2015-02-13,1227.1,90256.0,1223.0,1234.9,1222.5
-2256,2015-02-12,1220.7,103350.0,1222.9,1232.8,1218.0
-2257,2015-02-11,1219.6,109012.0,1234.1,1238.7,1216.5
-2258,2015-02-10,1232.2,92110.0,1238.3,1245.9,1230.6
-2259,2015-02-09,1241.5,86101.0,1235.9,1243.6,1234.4
-2260,2015-02-06,1234.6,189154.0,1266.4,1269.0,1228.2
-2261,2015-02-05,1262.7,105045.0,1270.4,1274.6,1256.1
-2262,2015-02-04,1264.5,127140.0,1261.5,1273.3,1256.9
-2263,2015-02-03,1260.3,166935.0,1275.6,1286.5,1255.8
-2264,2015-02-02,1276.9,111408.0,1283.0,1283.9,1266.5
-2265,2015-01-30,1279.2,156292.0,1259.0,1285.4,1257.5
-2266,2015-01-29,1255.9,233577.0,1284.0,1286.6,1252.1
-2267,2015-01-28,1287.2,140642.0,1293.5,1294.6,1280.2
-2268,2015-01-27,1292.9,84273.0,1281.9,1298.6,1273.0
-2269,2015-01-26,1279.4,157859.0,1292.8,1299.2,1275.6
-2270,2015-01-23,1292.6,140604.0,1301.5,1302.9,1284.3
-2271,2015-01-22,1300.7,198887.0,1293.7,1307.8,1279.1
-2272,2015-01-21,1293.7,195098.0,1295.3,1307.0,1284.6
-2273,2015-01-20,1294.2,231185.0,1276.3,1297.2,1272.1
-2275,2015-01-16,1276.9,204198.0,1263.5,1282.4,1255.2
-2276,2015-01-15,1264.8,272750.0,1229.7,1267.2,1226.1
-2277,2015-01-14,1234.5,184208.0,1231.2,1244.6,1224.9
-2278,2015-01-13,1234.4,168374.0,1233.1,1244.5,1227.4
-2279,2015-01-12,1232.8,132313.0,1223.0,1236.0,1217.5
-2280,2015-01-09,1216.1,148809.0,1208.9,1224.0,1207.0
-2281,2015-01-08,1208.5,113091.0,1211.0,1216.8,1204.2
-2282,2015-01-07,1210.7,111150.0,1219.0,1219.4,1209.1
-2283,2015-01-06,1219.4,180653.0,1204.0,1223.3,1201.6
-2284,2015-01-05,1204.0,142942.0,1187.8,1207.5,1177.8
-2285,2015-01-02,1186.2,112280.0,1184.0,1194.9,1167.3
-2287,2014-12-31,1184.1,67231.0,1199.8,1203.9,1179.5
-2288,2014-12-30,1200.4,131961.0,1182.9,1210.9,1180.5
-2289,2014-12-29,1181.9,78521.0,1194.9,1197.5,1178.6
-2290,2014-12-26,1195.3,65571.0,1175.2,1199.1,1175.2
-2292,2014-12-24,1173.5,40192.0,1176.8,1181.2,1172.7
-2293,2014-12-23,1178.0,92893.0,1176.1,1184.9,1172.4
-2294,2014-12-22,1179.8,122922.0,1196.0,1203.6,1170.7
-2295,2014-12-19,1196.0,68747.0,1198.0,1201.5,1193.2
-2296,2014-12-18,1194.8,129127.0,1189.4,1213.9,1188.5
-2297,2014-12-17,1194.5,154962.0,1195.3,1203.1,1182.0
-2298,2014-12-16,1194.3,221571.0,1195.4,1223.9,1187.8
-2299,2014-12-15,1207.7,145843.0,1222.0,1225.0,1191.3
-2300,2014-12-12,1222.5,116467.0,1227.9,1228.9,1214.8
-2301,2014-12-11,1225.6,136860.0,1226.2,1233.4,1216.4
-2302,2014-12-10,1229.4,135569.0,1231.2,1238.9,1225.2
-2303,2014-12-09,1232.0,228024.0,1203.8,1239.0,1199.5
-2304,2014-12-08,1194.9,99059.0,1191.2,1209.3,1187.3
-2305,2014-12-05,1190.4,144926.0,1205.9,1208.5,1186.4
-2306,2014-12-04,1207.7,111730.0,1209.3,1213.5,1201.1
-2307,2014-12-03,1208.7,133221.0,1197.6,1215.0,1193.5
-2308,2014-12-02,1199.4,156062.0,1212.6,1212.6,1191.4
-2309,2014-12-01,1218.1,327764.0,1159.4,1221.0,1141.7
-2310,2014-11-28,1175.5,240723.0,1189.8,1199.3,1163.9
-2312,2014-11-26,1197.5,390.0,1201.6,1198.0,1195.9
-2313,2014-11-25,1197.8,119619.0,1198.2,1203.0,1190.0
-2314,2014-11-24,1196.6,69118.0,1200.7,1204.5,1192.8
-2315,2014-11-21,1197.7,192712.0,1194.0,1207.6,1186.1
-2316,2014-11-20,1190.9,179855.0,1183.1,1196.6,1176.2
-2317,2014-11-19,1193.9,259726.0,1196.5,1201.7,1173.9
-2318,2014-11-18,1197.1,162294.0,1185.6,1204.1,1182.7
-2319,2014-11-17,1183.5,190706.0,1185.5,1193.6,1180.8
-2320,2014-11-14,1185.6,283691.0,1161.8,1192.9,1146.0
-2321,2014-11-13,1161.5,182262.0,1161.1,1167.4,1153.0
-2322,2014-11-12,1159.1,176818.0,1163.0,1169.4,1156.5
-2323,2014-11-11,1163.0,177153.0,1151.5,1172.5,1145.5
-2324,2014-11-10,1159.8,191823.0,1176.8,1177.5,1146.7
-2325,2014-11-07,1169.8,287074.0,1141.2,1179.0,1130.4
-2326,2014-11-06,1142.6,156991.0,1140.8,1149.0,1137.2
-2327,2014-11-05,1145.7,248355.0,1168.4,1169.3,1137.1
-2328,2014-11-04,1167.7,128618.0,1164.6,1175.0,1163.4
-2329,2014-11-03,1169.8,123328.0,1171.1,1173.4,1161.0
-2330,2014-10-31,1171.6,284628.0,1174.2,1202.4,1160.5
-2331,2014-10-30,1198.6,199565.0,1211.2,1216.5,1195.5
-2332,2014-10-29,1224.9,125790.0,1227.8,1230.4,1208.2
-2333,2014-10-28,1229.4,117653.0,1225.8,1235.5,1222.2
-2334,2014-10-27,1229.3,76013.0,1230.6,1232.1,1225.2
-2335,2014-10-24,1231.8,87609.0,1233.5,1234.7,1228.7
-2336,2014-10-23,1229.1,133022.0,1241.7,1244.9,1226.3
-2337,2014-10-22,1245.5,104839.0,1248.9,1250.2,1240.7
-2338,2014-10-21,1251.7,143007.0,1246.8,1255.6,1245.7
-2339,2014-10-20,1244.7,89814.0,1239.1,1249.3,1234.9
-2340,2014-10-17,1239.0,111015.0,1239.5,1242.1,1232.0
-2341,2014-10-16,1241.2,175162.0,1242.2,1245.6,1235.2
-2342,2014-10-15,1244.8,250999.0,1233.3,1250.3,1222.0
-2343,2014-10-14,1234.3,107239.0,1237.3,1238.6,1231.1
-2344,2014-10-13,1230.0,117007.0,1224.8,1238.0,1223.6
-2345,2014-10-10,1221.7,112422.0,1224.0,1225.7,1217.6
-2346,2014-10-09,1225.3,157170.0,1221.1,1234.0,1219.3
-2347,2014-10-08,1206.0,181661.0,1209.8,1224.5,1205.1
-2348,2014-10-07,1212.4,135364.0,1207.8,1214.1,1203.0
-2349,2014-10-06,1207.3,139665.0,1192.0,1209.9,1183.3
-2350,2014-10-03,1192.9,179606.0,1213.9,1215.7,1190.3
-2351,2014-10-02,1215.1,142807.0,1213.4,1224.0,1209.1
-2352,2014-10-01,1215.5,139735.0,1209.4,1220.0,1205.0
-2353,2014-09-30,1211.6,174232.0,1215.7,1220.7,1204.3
-2354,2014-09-29,1218.8,100175.0,1219.1,1223.9,1215.3
-2355,2014-09-26,1215.4,140910.0,1222.1,1232.7,1212.8
-2356,2014-09-25,1221.9,174079.0,1217.3,1225.3,1206.6
-2357,2014-09-24,1219.5,126788.0,1223.2,1226.7,1216.2
-2358,2014-09-23,1222.0,147771.0,1214.9,1237.0,1214.7
-2359,2014-09-22,1217.9,129276.0,1216.4,1221.0,1208.8
-2360,2014-09-19,1216.6,169456.0,1225.6,1229.2,1214.2
-2361,2014-09-18,1226.9,139959.0,1223.1,1228.7,1216.3
-2362,2014-09-17,1235.9,125796.0,1235.3,1240.5,1222.0
-2363,2014-09-16,1236.7,118971.0,1233.2,1243.2,1232.2
-2364,2014-09-15,1235.1,90966.0,1228.3,1239.2,1226.3
-2365,2014-09-12,1231.5,132948.0,1240.9,1242.3,1228.1
-2366,2014-09-11,1239.0,149214.0,1249.8,1251.0,1235.3
-2367,2014-09-10,1245.3,132235.0,1256.2,1258.5,1244.5
-2368,2014-09-09,1248.5,121217.0,1257.1,1258.9,1248.1
-2369,2014-09-08,1254.3,107957.0,1269.5,1272.6,1252.1
-2370,2014-09-05,1267.3,99917.0,1261.7,1274.8,1258.0
-2371,2014-09-04,1266.5,141572.0,1269.8,1279.2,1261.3
-2372,2014-09-03,1270.3,99369.0,1266.7,1272.4,1261.9
-2373,2014-09-02,1265.0,175680.0,1288.4,1290.9,1263.1
-2375,2014-08-29,1287.4,71025.0,1290.4,1292.5,1284.1
-2376,2014-08-28,1290.4,105911.0,1283.7,1297.6,1283.0
-2377,2014-08-27,1283.4,63763.0,1281.6,1288.2,1280.9
-2378,2014-08-26,1285.2,98932.0,1277.4,1291.9,1275.7
-2379,2014-08-25,1278.9,50763.0,1280.8,1281.6,1275.0
-2380,2014-08-22,1280.2,86655.0,1278.2,1283.9,1274.6
-2381,2014-08-21,1275.4,131952.0,1279.5,1292.0,1273.4
-2382,2014-08-20,1295.2,79933.0,1297.2,1299.3,1288.7
-2383,2014-08-19,1296.7,74127.0,1298.6,1303.7,1294.7
-2384,2014-08-18,1299.3,72640.0,1304.2,1304.9,1296.5
-2385,2014-08-15,1306.2,182579.0,1313.4,1316.5,1293.0
-2386,2014-08-14,1315.7,99903.0,1313.4,1321.8,1310.0
-2387,2014-08-13,1314.5,95280.0,1309.6,1316.4,1306.0
-2388,2014-08-12,1310.6,95741.0,1309.2,1319.3,1306.8
-2389,2014-08-11,1310.5,60601.0,1310.4,1312.9,1306.4
-2390,2014-08-08,1311.0,143432.0,1314.5,1324.3,1305.7
-2391,2014-08-07,1312.5,117073.0,1306.6,1316.4,1303.0
-2392,2014-08-06,1308.2,147308.0,1288.9,1311.0,1288.5
-2393,2014-08-05,1285.3,95648.0,1289.2,1295.0,1283.3
-2394,2014-08-04,1288.9,62664.0,1295.4,1296.4,1287.0
-2395,2014-08-01,1294.8,130480.0,1284.2,1298.4,1281.0
-2396,2014-07-31,1282.8,126684.0,1297.0,1298.8,1281.3
-2397,2014-07-30,1296.9,123138.0,1300.5,1305.2,1293.2
-2398,2014-07-29,1300.5,134585.0,1306.7,1314.6,1298.0
-2399,2014-07-28,1305.8,56826.0,1309.2,1311.4,1303.3
-2400,2014-07-25,1305.3,40213.0,1296.0,1311.0,1293.0
-2401,2014-07-24,1292.7,31853.0,1306.7,1307.0,1289.4
-2402,2014-07-23,1306.5,18529.0,1309.2,1313.3,1305.3
-2403,2014-07-22,1308.0,14296.0,1314.8,1318.0,1304.2
-2404,2014-07-21,1315.5,17260.0,1312.2,1320.4,1309.7
-2405,2014-07-18,1309.4,116687.0,1319.1,1325.5,1305.0
-2406,2014-07-17,1316.9,170360.0,1300.3,1325.9,1298.1
-2407,2014-07-16,1299.8,109418.0,1295.2,1304.2,1293.5
-2408,2014-07-15,1297.1,169612.0,1309.1,1314.4,1292.6
-2409,2014-07-14,1306.7,199973.0,1339.5,1340.9,1302.2
-2410,2014-07-11,1337.4,88470.0,1336.5,1340.4,1334.6
-2411,2014-07-10,1339.2,167391.0,1325.0,1346.8,1325.0
-2412,2014-07-09,1324.3,155101.0,1320.4,1333.4,1318.7
-2413,2014-07-08,1316.5,126706.0,1320.8,1325.7,1314.3
-2414,2014-07-07,1317.0,79110.0,1321.4,1321.7,1312.1
-2416,2014-07-03,1320.6,980.0,1321.1,1321.5,1319.8
-2417,2014-07-02,1330.9,108835.0,1327.1,1333.2,1322.1
-2418,2014-07-01,1326.6,113226.0,1327.5,1334.9,1324.0
-2419,2014-06-30,1322.0,117728.0,1316.8,1330.4,1311.0
-2420,2014-06-27,1320.0,95604.0,1317.1,1323.1,1313.2
-2421,2014-06-26,1317.0,124778.0,1318.7,1320.6,1306.8
-2422,2014-06-25,1322.6,128616.0,1318.9,1325.6,1305.4
-2423,2014-06-24,1321.3,113091.0,1318.1,1326.6,1314.5
-2424,2014-06-23,1318.4,99633.0,1314.9,1319.2,1310.4
-2425,2014-06-20,1316.6,152257.0,1320.3,1322.5,1307.1
-2426,2014-06-19,1314.1,224721.0,1278.2,1322.0,1276.2
-2427,2014-06-18,1272.7,85688.0,1272.1,1279.2,1266.5
-2428,2014-06-17,1272.0,108934.0,1271.8,1273.5,1258.0
-2429,2014-06-16,1275.3,94811.0,1276.8,1285.1,1270.5
-2430,2014-06-13,1274.1,81163.0,1273.4,1278.1,1270.9
-2431,2014-06-12,1274.0,114014.0,1261.1,1275.1,1260.0
-2432,2014-06-11,1261.2,73562.0,1260.3,1265.5,1257.9
-2433,2014-06-10,1260.1,100191.0,1252.7,1263.8,1250.1
-2434,2014-06-09,1253.9,51490.0,1253.0,1257.3,1251.6
-2435,2014-06-06,1252.5,109929.0,1253.7,1258.2,1245.7
-2436,2014-06-05,1253.3,119944.0,1244.3,1257.9,1241.2
-2437,2014-06-04,1244.3,72171.0,1244.9,1249.5,1242.8
-2438,2014-06-03,1244.5,85769.0,1244.1,1247.9,1240.2
-2439,2014-06-02,1244.0,87845.0,1250.5,1251.0,1241.1
-2440,2014-05-30,1246.0,127954.0,1255.9,1260.6,1242.2
-2441,2014-05-29,1257.1,133780.0,1259.2,1261.5,1251.4
-2442,2014-05-28,1259.7,124675.0,1264.0,1267.5,1256.1
-2443,2014-05-27,1265.7,88048.0,1293.5,1294.7,1263.4
-2445,2014-05-23,1291.9,77183.0,1294.4,1295.9,1286.7
-2446,2014-05-22,1295.2,18760.0,1292.1,1304.1,1290.5
-2447,2014-05-21,1288.1,123195.0,1294.4,1296.3,1282.9
-2448,2014-05-20,1294.6,123097.0,1293.0,1297.2,1286.0
-2449,2014-05-19,1293.8,104869.0,1293.0,1305.7,1289.5
-2450,2014-05-16,1293.4,103938.0,1296.4,1298.3,1287.7
-2451,2014-05-15,1293.6,142454.0,1305.5,1307.3,1290.9
-2452,2014-05-14,1305.9,113527.0,1293.9,1309.2,1291.6
-2453,2014-05-13,1294.8,117087.0,1296.0,1299.0,1289.1
-2454,2014-05-12,1295.8,126248.0,1289.8,1304.5,1277.7
-2455,2014-05-09,1287.6,103679.0,1289.6,1294.5,1285.5
-2456,2014-05-08,1287.7,113708.0,1289.8,1295.5,1284.8
-2457,2014-05-07,1288.9,167867.0,1307.9,1315.0,1286.6
-2458,2014-05-06,1308.6,100069.0,1309.7,1314.3,1304.4
-2459,2014-05-05,1309.3,111036.0,1300.9,1315.8,1299.7
-2460,2014-05-02,1302.9,165807.0,1284.7,1304.9,1272.0
-2461,2014-05-01,1283.4,110658.0,1291.9,1293.0,1277.3
-2462,2014-04-30,1295.9,135540.0,1295.6,1298.4,1284.9
-2463,2014-04-29,1296.3,98134.0,1296.0,1302.0,1286.1
-2464,2014-04-28,1299.0,95970.0,1303.2,1306.6,1292.1
-2465,2014-04-25,1300.8,103095.0,1293.8,1305.2,1290.4
-2466,2014-04-24,1290.6,181613.0,1283.9,1299.0,1268.4
-2467,2014-04-23,1284.6,94896.0,1284.0,1289.1,1280.8
-2468,2014-04-22,1281.1,111970.0,1290.3,1293.1,1275.8
-2469,2014-04-21,1288.5,97714.0,1294.9,1302.5,1281.8
-2471,2014-04-17,1293.9,91061.0,1302.1,1304.4,1292.8
-2472,2014-04-16,1303.5,110052.0,1303.2,1307.1,1293.5
-2473,2014-04-15,1300.3,176565.0,1290.5,1328.4,1284.4
-2474,2014-04-14,1327.5,94712.0,1321.0,1331.4,1318.7
-2475,2014-04-11,1319.0,84126.0,1318.1,1324.2,1314.0
-2476,2014-04-10,1320.5,118683.0,1311.9,1324.9,1311.0
-2477,2014-04-09,1305.9,120700.0,1308.5,1315.5,1301.1
-2478,2014-04-08,1309.1,111942.0,1296.8,1314.7,1296.8
-2479,2014-04-07,1298.3,72983.0,1304.0,1304.8,1295.8
-2480,2014-04-04,1303.5,127900.0,1286.6,1307.5,1284.4
-2481,2014-04-03,1284.6,95566.0,1290.4,1294.2,1281.9
-2482,2014-04-02,1290.8,117467.0,1279.6,1294.9,1278.9
-2483,2014-04-01,1280.0,102814.0,1284.6,1288.4,1277.4
-2484,2014-03-31,1283.8,126180.0,1295.0,1299.3,1282.7
-2485,2014-03-28,1294.3,161938.0,1292.3,1299.4,1286.1
-2486,2014-03-27,1294.8,127230.0,1305.2,1307.5,1289.7
-2487,2014-03-26,1303.4,49136.0,1312.0,1317.0,1299.4
-2488,2014-03-25,1311.4,42956.0,1309.2,1317.7,1305.9
-2489,2014-03-24,1311.1,43646.0,1310.3,1335.6,1308.4
-2490,2014-03-21,1336.0,50231.0,1330.2,1343.2,1329.0
-2491,2014-03-20,1330.5,159982.0,1331.7,1335.3,1320.8
-2492,2014-03-19,1341.3,186381.0,1331.2,1360.2,1327.8
-2493,2014-03-18,1359.0,152400.0,1356.6,1367.9,1351.1
-2494,2014-03-17,1372.9,147056.0,1383.1,1392.6,1361.9
-2495,2014-03-14,1379.0,176638.0,1370.9,1388.4,1368.2
-2496,2014-03-13,1372.4,169978.0,1367.8,1375.7,1364.9
-2497,2014-03-12,1370.5,211485.0,1348.8,1371.3,1345.6
-2498,2014-03-11,1346.7,145527.0,1339.5,1353.0,1337.8
-2499,2014-03-10,1341.5,120938.0,1340.8,1344.9,1327.5
-2500,2014-03-07,1338.2,173637.0,1350.7,1353.2,1326.6
-2501,2014-03-06,1351.8,133481.0,1337.0,1353.9,1331.3
-2502,2014-03-05,1340.3,91934.0,1334.8,1342.0,1332.7
-2503,2014-03-04,1337.9,130176.0,1350.0,1352.9,1331.2
-2504,2014-03-03,1350.3,153906.0,1332.4,1355.0,1330.7
-2505,2014-02-28,1321.6,127886.0,1331.3,1333.6,1319.3
-2506,2014-02-27,1331.8,115418.0,1329.5,1336.4,1324.0
-2507,2014-02-26,1328.0,142780.0,1341.3,1345.6,1322.3
-2508,2014-02-25,1342.7,120790.0,1336.4,1343.8,1331.2
-2509,2014-02-24,1338.0,122318.0,1336.0,1339.2,1318.7
-2510,2014-02-21,1323.6,102130.0,1323.0,1328.8,1315.9
-2511,2014-02-20,1316.9,121375.0,1322.4,1325.3,1307.1
-2512,2014-02-19,1320.4,106195.0,1322.0,1323.0,1308.9
-2513,2014-02-18,1324.4,172646.0,1329.0,1332.4,1312.3
-2515,2014-02-14,1318.6,139926.0,1302.2,1321.5,1299.9
-2516,2014-02-13,1300.1,116071.0,1290.8,1303.0,1286.2
-2517,2014-02-12,1295.0,104754.0,1290.1,1296.4,1283.9
-2518,2014-02-11,1289.8,146167.0,1274.2,1294.4,1273.5
-2519,2014-02-10,1274.7,90391.0,1265.4,1277.8,1264.7
-2520,2014-02-07,1262.9,128223.0,1256.9,1272.0,1255.5
-2521,2014-02-06,1257.2,84600.0,1257.7,1267.5,1252.5
-2522,2014-02-05,1256.9,122164.0,1254.2,1274.5,1251.8
-2523,2014-02-04,1251.2,86988.0,1257.9,1260.7,1246.8
-2524,2014-02-03,1259.9,120942.0,1242.0,1266.1,1240.4
-2525,2014-01-31,1239.8,111168.0,1244.0,1254.8,1238.2
-2526,2014-01-30,1242.5,155053.0,1267.2,1267.8,1237.5
-2527,2014-01-29,1262.2,115459.0,1255.8,1270.7,1248.3
-2528,2014-01-28,1250.5,81426.0,1254.9,1261.9,1248.0
-2529,2014-01-27,1263.5,63419.0,1269.9,1280.1,1252.0
-2530,2014-01-24,1264.5,34998.0,1264.3,1273.2,1256.9
-2531,2014-01-23,1262.5,41697.0,1235.1,1267.1,1230.8
-2532,2014-01-22,1238.6,80262.0,1240.5,1243.5,1235.5
+Index,Date,Close,Volume,Open,High,Low
+0,2024-01-19,2029.3,166078.0,2027.4,2041.9,2022.2
+1,2024-01-18,2021.6,167013.0,2009.1,2025.6,2007.7
+2,2024-01-17,2006.5,245194.0,2031.7,2036.1,2004.6
+3,2024-01-16,2030.2,277995.0,2053.4,2062.8,2027.6
+4,2024-01-12,2051.6,250946.0,2033.2,2067.3,2033.1
+5,2024-01-11,2019.2,270624.0,2029.4,2056.1,2017.3
+6,2024-01-10,2027.8,183625.0,2036.0,2046.2,2025.9
+7,2024-01-09,2033.0,194610.0,2034.5,2048.6,2031.9
+8,2024-01-08,2033.5,199325.0,2052.6,2053.3,2022.7
+9,2024-01-05,2049.8,208861.0,2051.4,2071.1,2030.8
+10,2024-01-04,2050.0,125573.0,2049.3,2058.1,2043.3
+11,2024-01-03,2042.8,214132.0,2067.9,2074.3,2038.3
+12,2024-01-02,2073.4,149926.0,2072.7,2088.1,2064.3
+13,2023-12-29,2071.8,102741.0,2076.1,2084.1,2067.6
+14,2023-12-28,2083.5,126411.0,2089.5,2098.2,2074.6
+15,2023-12-27,2093.1,124021.0,2079.3,2095.8,2072.8
+16,2023-12-26,2069.8,76492.0,2066.0,2080.5,2065.1
+17,2023-12-22,2069.1,162292.0,2061.2,2083.0,2058.2
+18,2023-12-21,2051.3,115184.0,2044.4,2058.0,2043.3
+19,2023-12-20,2047.7,119394.0,2053.8,2056.9,2040.6
+20,2023-12-19,2052.1,130031.0,2041.1,2061.0,2034.8
+21,2023-12-18,2040.5,137436.0,2033.3,2048.0,2029.5
+22,2023-12-15,2035.7,166565.0,2051.3,2059.6,2029.2
+23,2023-12-14,2044.9,222776.0,2043.2,2062.9,2039.1
+24,2023-12-13,1997.3,183780.0,1995.1,2043.3,1987.9
+25,2023-12-12,1993.2,140257.0,1997.8,2012.5,1992.3
+26,2023-12-11,1993.7,151409.0,2020.0,2023.7,1991.2
+27,2023-12-08,2014.5,227831.0,2045.7,2050.4,2010.6
+28,2023-12-07,2046.4,165566.0,2043.4,2057.2,2036.6
+29,2023-12-06,2047.9,150192.0,2037.8,2053.4,2035.3
+30,2023-12-05,2036.3,202003.0,2049.0,2059.6,2027.6
+31,2023-12-04,2042.2,368688.0,2094.4,2092.8,2038.4
+32,2023-12-01,2089.7,230877.0,2056.5,2095.7,2052.6
+33,2023-11-30,2057.2,143605.0,2065.4,2067.4,2051.2
+34,2023-11-29,2067.1,189494.0,2062.0,2072.7,2055.9
+35,2023-11-28,2040.0,172968.0,2014.3,2044.1,2011.5
+36,2023-11-27,2012.4,247411.0,2002.5,2018.9,2001.4
+37,2023-11-24,2003.0,211252.0,1991.2,2004.5,1990.9
+38,2023-11-22,1992.8,194093.0,2000.3,2008.3,1988.6
+39,2023-11-21,2001.6,223873.0,1980.0,2009.8,1979.9
+40,2023-11-20,1980.3,172046.0,1980.9,1987.8,1967.2
+41,2023-11-17,1984.7,129520.0,1984.2,1983.6,1982.5
+42,2023-11-16,1987.3,182935.0,1963.0,1984.5,1983.9
+43,2023-11-15,1964.3,138956.0,1966.9,1979.2,1958.8
+44,2023-11-14,1966.5,174844.0,1950.3,1975.3,1938.8
+45,2023-11-13,1950.2,164985.0,1943.4,1953.5,1935.6
+46,2023-11-10,1937.7,210158.0,1964.1,1965.6,1936.9
+47,2023-11-09,1969.8,185574.0,1955.5,1971.5,1948.3
+48,2023-11-08,1957.8,170367.0,1975.3,1977.5,1953.2
+49,2023-11-07,1973.5,200482.0,1984.8,1985.2,1962.8
+50,2023-11-06,1988.6,142515.0,1999.4,1991.5,1984.2
+51,2023-11-03,1999.2,211154.0,1993.5,2011.9,1989.3
+52,2023-11-02,1993.5,150476.0,1992.0,1999.2,1986.3
+53,2023-11-01,1987.5,190094.0,1993.3,2005.9,1978.2
+54,2023-10-31,1994.3,205951.0,2005.6,2017.7,1987.4
+55,2023-10-30,2005.6,177834.0,2013.5,2012.4,1999.7
+56,2023-10-27,1998.5,206932.0,1995.0,2019.7,1986.4
+57,2023-10-26,1997.4,208597.0,1991.2,2003.7,1981.6
+58,2023-10-25,1994.9,235699.0,1982.7,1998.6,1973.6
+59,2023-10-24,1986.1,191586.0,1984.1,1989.0,1970.0
+60,2023-10-23,1987.8,204959.0,1987.7,1990.9,1982.6
+61,2023-10-20,1994.4,279162.0,1988.0,2009.2,1983.7
+62,2023-10-19,1980.5,253690.0,1960.1,1990.2,1957.0
+63,2023-10-18,1968.3,261064.0,1936.7,1975.8,1935.9
+64,2023-10-17,1935.7,159430.0,1933.3,1944.5,1924.6
+65,2023-10-16,1934.3,174742.0,1941.3,1943.0,1921.2
+66,2023-10-13,1941.5,298561.0,1881.7,1946.2,1881.5
+67,2023-10-12,1883.0,158089.0,1888.1,1898.3,1880.6
+68,2023-10-11,1887.3,162914.0,1873.7,1890.9,1871.7
+69,2023-10-10,1875.3,152865.0,1875.4,1879.1,1866.1
+70,2023-10-09,1864.3,183451.0,1861.0,1877.3,1857.5
+71,2023-10-06,1845.2,224544.0,1834.3,1849.0,1823.5
+72,2023-10-05,1831.8,163680.0,1837.6,1843.5,1826.2
+73,2023-10-04,1834.8,187267.0,1838.7,1846.8,1831.6
+74,2023-10-03,1841.5,208110.0,1844.9,1849.3,1830.9
+75,2023-10-02,1847.2,191599.0,1864.4,1864.7,1842.7
+76,2023-09-29,1866.1,234756.0,1882.3,1896.7,1862.3
+77,2023-09-28,1878.6,217353.0,1893.3,1896.8,1874.5
+78,2023-09-27,1890.9,221139.0,1918.8,1921.7,1890.3
+79,2023-09-26,1919.8,202105.0,1935.1,1935.5,1917.2
+80,2023-09-25,1936.6,155517.0,1944.7,1946.8,1933.8
+81,2023-09-22,1945.6,135193.0,1939.6,1949.1,1939.6
+82,2023-09-21,1939.6,218211.0,1952.0,1952.2,1933.1
+83,2023-09-20,1967.1,212731.0,1953.0,1968.9,1948.6
+84,2023-09-19,1953.7,126871.0,1955.3,1958.9,1950.9
+85,2023-09-18,1953.4,134529.0,1945.7,1955.7,1943.8
+86,2023-09-15,1946.2,195342.0,1932.5,1952.4,1931.2
+87,2023-09-14,1932.8,196220.0,1930.7,1934.5,1921.7
+88,2023-09-13,1932.5,156209.0,1935.2,1938.4,1927.2
+89,2023-09-12,1935.1,155034.0,1945.6,1947.5,1929.9
+90,2023-09-11,1947.2,128750.0,1943.3,1947.6,1944.6
+91,2023-09-08,1942.7,136235.0,1943.8,1954.0,1940.8
+92,2023-09-07,1942.5,114097.0,1942.2,1947.9,1940.3
+93,2023-09-06,1944.2,145271.0,1951.5,1954.5,1940.0
+94,2023-09-05,1952.6,187935.0,1966.7,1972.6,1950.6
+95,2023-09-01,1967.1,158269.0,1966.4,1980.2,1960.7
+96,2023-08-31,1965.9,125945.0,1970.2,1974.9,1965.5
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+783,2020-12-07,1866.0,204259.0,1841.1,1870.8,1862.1
+784,2020-12-04,1840.0,167301.0,1844.7,1852.7,1832.0
+785,2020-12-03,1841.1,177988.0,1833.9,1847.4,1826.7
+786,2020-12-02,1830.2,182809.0,1819.1,1835.7,1828.2
+787,2020-12-01,1818.9,197184.0,1780.3,1821.1,1778.4
+788,2020-11-30,1780.9,235285.0,1790.8,1793.3,1767.2
+789,2020-11-27,1788.1,277091.0,1812.1,1822.6,1776.5
+790,2020-11-25,1811.2,121112.0,1812.0,1821.7,1804.7
+791,2020-11-24,1810.9,125089.0,1842.6,1813.1,1807.4
+792,2020-11-23,1844.1,106315.0,1875.9,1844.5,1839.6
+793,2020-11-20,1872.4,180515.0,1864.8,1873.9,1868.7
+794,2020-11-19,1861.5,217146.0,1872.0,1866.7,1862.0
+795,2020-11-18,1873.9,203979.0,1879.5,1871.5,1868.2
+796,2020-11-17,1885.1,155099.0,1888.2,1892.7,1876.3
+797,2020-11-16,1887.8,217991.0,1886.6,1898.0,1861.5
+798,2020-11-13,1886.2,158776.0,1875.6,1888.9,1885.3
+799,2020-11-12,1873.3,199543.0,1863.9,1883.0,1860.7
+800,2020-11-11,1861.6,201067.0,1876.1,1882.5,1853.9
+801,2020-11-10,1876.4,243090.0,1864.1,1877.1,1870.9
+802,2020-11-09,1854.4,475721.0,1956.0,1869.3,1861.2
+803,2020-11-06,1951.7,233903.0,1950.0,1961.8,1937.2
+804,2020-11-05,1946.8,288663.0,1903.4,1952.6,1948.0
+805,2020-11-04,1896.2,284598.0,1910.3,1905.8,1897.8
+806,2020-11-03,1910.4,166642.0,1896.4,1911.8,1906.9
+807,2020-11-02,1892.5,161958.0,1877.0,1897.1,1873.3
+808,2020-10-30,1879.9,207865.0,1867.9,1885.9,1875.0
+809,2020-10-29,1868.0,219592.0,1877.5,1885.1,1859.2
+810,2020-10-28,1879.2,289026.0,1909.8,1882.1,1875.7
+811,2020-10-27,1911.9,149056.0,1904.4,1913.8,1898.7
+812,2020-10-26,1905.7,161841.0,1906.0,1911.1,1892.5
+813,2020-10-23,1905.2,168148.0,1906.5,1917.3,1895.2
+814,2020-10-22,1904.6,208087.0,1927.4,1929.4,1894.2
+815,2020-10-21,1929.5,194754.0,1911.6,1936.0,1911.6
+816,2020-10-20,1915.4,160356.0,1906.4,1915.5,1909.0
+817,2020-10-19,1911.7,155479.0,1903.2,1923.4,1900.2
+818,2020-10-16,1906.4,144094.0,1912.7,1918.7,1901.1
+819,2020-10-15,1908.9,205615.0,1906.0,1913.2,1892.7
+820,2020-10-14,1907.3,185374.0,1895.4,1917.5,1885.0
+821,2020-10-13,1894.6,260044.0,1927.3,1930.6,1889.3
+822,2020-10-12,1928.9,155906.0,1935.0,1939.4,1923.8
+823,2020-10-09,1926.2,224808.0,1898.4,1936.8,1898.0
+824,2020-10-08,1895.1,179968.0,1890.6,1905.3,1885.3
+825,2020-10-07,1890.8,183295.0,1882.6,1902.4,1877.1
+826,2020-10-06,1908.8,172605.0,1917.8,1927.0,1902.9
+827,2020-10-05,1920.1,176090.0,1910.9,1924.9,1902.5
+828,2020-10-02,1907.6,209696.0,1911.0,1923.6,1895.2
+829,2020-10-01,1916.3,257047.0,1891.2,1917.9,1890.0
+830,2020-09-30,1895.5,256446.0,1903.2,1908.2,1885.8
+831,2020-09-29,1903.2,213482.0,1886.4,1904.8,1880.8
+832,2020-09-28,1882.3,232907.0,1862.7,1888.2,1851.1
+833,2020-09-25,1866.3,226076.0,1872.7,1879.3,1854.1
+834,2020-09-24,1876.9,338361.0,1866.9,1880.9,1851.0
+835,2020-09-23,1868.4,402011.0,1905.1,1909.9,1856.0
+836,2020-09-22,1907.6,279441.0,1918.1,1925.5,1898.9
+837,2020-09-21,1910.6,380526.0,1957.3,1962.9,1885.4
+838,2020-09-18,1962.1,174242.0,1951.1,1968.2,1951.1
+839,2020-09-17,1949.9,263192.0,1967.6,1969.3,1938.2
+840,2020-09-16,1970.5,287073.0,1961.4,1983.8,1957.2
+841,2020-09-15,1966.2,232698.0,1966.2,1982.4,1955.6
+842,2020-09-14,1963.7,196763.0,1948.9,1972.5,1945.2
+843,2020-09-11,1947.9,202859.0,1953.8,1959.0,1945.7
+844,2020-09-10,1964.3,268963.0,1955.3,1954.9,1949.9
+845,2020-09-09,1954.9,224190.0,1939.4,1959.7,1926.3
+846,2020-09-08,1943.2,412083.0,1938.0,1948.3,1911.7
+847,2020-09-04,1934.3,300921.0,1938.0,1945.9,1923.0
+848,2020-09-03,1937.8,300282.0,1948.9,1956.6,1927.2
+849,2020-09-02,1944.7,326130.0,1976.8,1980.4,1938.9
+850,2020-09-01,1978.9,300227.0,1973.7,2001.2,1969.2
+851,2020-08-31,1978.6,242577.0,1973.9,1985.8,1962.3
+852,2020-08-28,1974.9,329609.0,1937.5,1983.0,1928.2
+853,2020-08-27,1932.6,461990.0,1963.0,1987.0,1914.7
+854,2020-08-26,1952.5,338049.0,1939.0,1963.4,1908.4
+855,2020-08-25,1923.1,271641.0,1935.9,1944.1,1919.1
+856,2020-08-24,1939.2,284540.0,1947.9,1970.3,1930.8
+857,2020-08-21,1947.0,352773.0,1955.6,1963.1,1916.6
+858,2020-08-20,1946.5,378970.0,1934.4,1963.1,1928.9
+859,2020-08-19,1970.3,440405.0,2010.5,2015.6,1930.5
+860,2020-08-18,2013.1,358272.0,1993.6,2024.6,1985.2
+861,2020-08-17,1998.7,285580.0,1956.4,2000.8,1939.1
+862,2020-08-14,1949.8,237092.0,1963.8,1970.0,1939.1
+863,2020-08-13,1970.4,346000.0,1927.3,1974.8,1923.0
+864,2020-08-12,1949.0,450394.0,1921.6,1961.0,1874.2
+865,2020-08-11,1946.3,556617.0,2038.4,2040.5,1911.3
+866,2020-08-10,2039.7,248644.0,2044.8,2060.8,2027.8
+867,2020-08-07,2028.0,391017.0,2076.4,2082.1,2024.8
+868,2020-08-06,2069.4,307517.0,2055.0,2081.8,2049.0
+869,2020-08-05,2049.3,361949.0,2037.0,2070.3,2027.5
+870,2020-08-04,2021.0,269790.0,1993.5,2037.7,1982.6
+871,2020-08-03,1986.3,176729.0,1997.4,2009.5,1975.2
+872,2020-07-31,1985.9,275460.0,1973.6,2005.4,1971.4
+873,2020-07-30,1966.8,268606.0,1986.4,1987.3,1952.3
+874,2020-07-29,1976.7,191033.0,1971.9,1998.4,1955.7
+875,2020-07-28,1963.9,154485.0,1963.2,2000.0,1927.5
+876,2020-07-27,1955.4,127487.0,1929.0,1971.3,1926.8
+877,2020-07-24,1897.5,288088.0,1884.9,1904.6,1880.5
+878,2020-07-23,1890.0,400358.0,1871.6,1897.7,1863.1
+879,2020-07-22,1865.1,376705.0,1842.8,1871.8,1842.1
+880,2020-07-21,1843.9,265677.0,1819.6,1844.9,1817.2
+881,2020-07-20,1817.4,173983.0,1812.3,1823.4,1806.6
+882,2020-07-17,1810.0,162684.0,1796.9,1813.9,1795.2
+883,2020-07-16,1800.3,190841.0,1813.1,1816.2,1794.1
+884,2020-07-15,1813.8,179267.0,1811.1,1819.5,1804.0
+885,2020-07-14,1813.4,235992.0,1810.9,1813.6,1809.6
+886,2020-07-13,1814.1,218006.0,1803.4,1818.8,1802.1
+887,2020-07-10,1801.9,208264.0,1808.4,1817.0,1796.5
+888,2020-07-09,1803.8,265280.0,1818.8,1825.5,1799.6
+889,2020-07-08,1820.6,232708.0,1807.9,1829.8,1803.8
+890,2020-07-07,1809.9,217229.0,1793.9,1810.8,1781.2
+891,2020-07-06,1793.5,140564.0,1787.0,1799.0,1779.2
+892,2020-07-02,1790.0,181017.0,1779.0,1791.7,1766.3
+893,2020-07-01,1779.9,258541.0,1798.9,1807.7,1767.9
+894,2020-06-30,1800.5,190351.0,1799.2,1801.4,1795.5
+895,2020-06-29,1781.2,128441.0,1789.2,1790.4,1776.5
+896,2020-06-26,1780.3,195963.0,1774.8,1786.2,1754.0
+897,2020-06-25,1770.6,148788.0,1772.3,1779.6,1764.1
+898,2020-06-24,1775.1,230610.0,1784.4,1796.1,1770.6
+899,2020-06-23,1782.0,190018.0,1764.9,1786.8,1758.3
+900,2020-06-22,1766.4,219460.0,1765.8,1779.0,1753.5
+901,2020-06-19,1753.0,174981.0,1729.8,1760.9,1728.3
+902,2020-06-18,1731.1,152628.0,1735.5,1749.2,1722.7
+903,2020-06-17,1735.6,137879.0,1735.3,1739.3,1717.3
+904,2020-06-16,1736.5,177702.0,1732.3,1741.3,1721.8
+905,2020-06-15,1727.2,195205.0,1740.7,1743.8,1706.2
+906,2020-06-12,1737.3,148176.0,1733.6,1753.0,1728.2
+907,2020-06-11,1739.8,202214.0,1746.6,1754.9,1727.5
+908,2020-06-10,1720.7,195593.0,1718.9,1749.4,1714.1
+909,2020-06-09,1721.9,178128.0,1703.9,1729.4,1697.6
+910,2020-06-08,1705.1,151461.0,1686.7,1707.6,1680.7
+911,2020-06-05,1683.0,267086.0,1720.8,1723.2,1671.7
+912,2020-06-04,1727.4,193873.0,1702.8,1729.0,1698.9
+913,2020-06-03,1704.8,249036.0,1733.7,1738.9,1690.3
+914,2020-06-02,1734.0,172030.0,1750.3,1757.0,1728.0
+915,2020-06-01,1750.3,142807.0,1749.8,1761.0,1737.6
+916,2020-05-29,1736.9,1406.0,1718.8,1738.3,1715.1
+917,2020-05-28,1728.3,159174.0,1725.0,1743.7,1720.0
+918,2020-05-27,1726.8,156746.0,1724.1,1729.1,1701.6
+919,2020-05-26,1728.2,146582.0,1746.3,1755.6,1721.2
+920,2020-05-22,1734.6,6.0,1726.6,1726.7,1726.6
+921,2020-05-21,1721.9,225941.0,1751.7,1751.7,1715.3
+922,2020-05-20,1750.6,16.0,1751.6,1752.1,1745.6
+923,2020-05-19,1745.6,181673.0,1734.8,1751.6,1727.2
+924,2020-05-18,1734.4,264848.0,1757.5,1775.8,1729.3
+925,2020-05-15,1753.4,719.0,1739.7,1751.4,1739.7
+926,2020-05-14,1740.9,208601.0,1723.1,1746.5,1716.0
+927,2020-05-13,1716.4,204533.0,1705.0,1726.5,1701.6
+928,2020-05-12,1706.8,182675.0,1700.0,1716.7,1693.5
+929,2020-05-11,1698.0,184455.0,1706.0,1713.8,1692.1
+930,2020-05-08,1709.9,330.0,1726.2,1728.9,1703.8
+931,2020-05-07,1725.8,233381.0,1686.0,1733.2,1683.9
+932,2020-05-06,1688.5,196313.0,1714.1,1716.6,1683.0
+933,2020-05-05,1710.6,179577.0,1711.0,1717.8,1695.4
+934,2020-05-04,1713.3,146307.0,1711.2,1726.0,1700.3
+935,2020-05-01,1694.5,337.0,1686.6,1701.5,1670.5
+936,2020-04-30,1694.2,228730.0,1729.6,1737.0,1687.5
+937,2020-04-29,1703.4,373.0,1710.0,1713.5,1702.0
+938,2020-04-28,1722.2,166606.0,1724.4,1731.9,1704.1
+939,2020-04-27,1723.8,142721.0,1745.0,1745.8,1720.0
+940,2020-04-24,1723.5,221.0,1744.0,1744.0,1714.5
+941,2020-04-23,1745.4,194495.0,1736.5,1764.2,1730.6
+942,2020-04-22,1738.3,187864.0,1703.1,1742.4,1695.4
+943,2020-04-21,1687.8,240743.0,1713.3,1718.0,1666.2
+944,2020-04-20,1711.2,183636.0,1693.0,1718.4,1685.0
+945,2020-04-17,1689.2,223.0,1715.7,1725.0,1684.9
+946,2020-04-16,1731.7,199823.0,1743.5,1768.0,1722.6
+947,2020-04-15,1740.2,181342.0,1758.1,1759.8,1731.6
+948,2020-04-14,1768.9,234439.0,1761.5,1788.8,1747.1
+949,2020-04-13,1744.8,696.0,1722.0,1756.8,1710.7
+950,2020-04-09,1736.2,825.0,1662.7,1732.5,1662.7
+951,2020-04-08,1684.3,121346.0,1678.7,1695.8,1670.7
+952,2020-04-07,1683.7,194263.0,1707.1,1742.6,1672.0
+953,2020-04-06,1677.0,1063.0,1629.1,1696.7,1625.9
+954,2020-04-03,1633.7,643.0,1624.5,1636.0,1619.8
+955,2020-04-02,1637.7,162151.0,1602.4,1645.6,1595.2
+956,2020-04-01,1591.4,159377.0,1589.4,1612.4,1576.0
+957,2020-03-31,1583.4,2694.0,1618.7,1621.0,1576.0
+958,2020-03-30,1643.2,144290.0,1663.4,1673.6,1632.0
+960,2020-03-26,1660.3,134861.0,1642.2,1677.2,1612.0
+961,2020-03-25,1634.3,104547.0,1665.5,1698.0,1609.0
+962,2020-03-24,1660.2,442.0,1622.8,1685.5,1622.8
+963,2020-03-23,1572.7,95848.0,1508.4,1574.8,1489.4
+964,2020-03-20,1484.0,14.0,1483.5,1483.5,1483.5
+965,2020-03-19,1479.3,306016.0,1487.2,1502.8,1460.1
+966,2020-03-18,1477.9,412332.0,1527.6,1547.0,1473.3
+967,2020-03-17,1524.9,122.0,1469.3,1537.7,1469.3
+968,2020-03-16,1486.5,535860.0,1563.8,1574.8,1450.9
+969,2020-03-13,1516.7,524471.0,1582.7,1597.9,1504.0
+970,2020-03-12,1590.3,553457.0,1633.1,1651.0,1560.4
+971,2020-03-11,1642.3,373462.0,1649.3,1671.8,1632.4
+972,2020-03-10,1659.1,48.0,1671.6,1674.6,1643.0
+973,2020-03-09,1675.7,467110.0,1692.6,1704.3,1658.0
+974,2020-03-06,1672.4,619051.0,1673.1,1692.8,1642.4
+975,2020-03-05,1666.4,154.0,1637.2,1672.9,1637.2
+976,2020-03-04,1643.0,297251.0,1640.1,1654.3,1632.6
+977,2020-03-03,1642.1,610.0,1594.5,1645.3,1594.0
+978,2020-03-02,1592.3,537.0,1583.9,1608.3,1574.3
+979,2020-02-28,1564.1,289.0,1640.3,1642.5,1564.8
+980,2020-02-27,1642.5,560547.0,1658.0,1662.5,1636.7
+981,2020-02-26,1643.1,515771.0,1640.8,1643.8,1640.3
+982,2020-02-25,1650.0,654660.0,1647.0,1655.8,1627.0
+983,2020-02-24,1676.6,655245.0,1674.2,1674.4,1652.8
+984,2020-02-21,1644.6,186.0,1619.3,1645.0,1619.3
+985,2020-02-20,1620.5,389144.0,1615.0,1626.5,1606.6
+986,2020-02-19,1611.8,298536.0,1604.8,1615.9,1602.4
+987,2020-02-18,1600.0,310.0,1587.0,1604.3,1579.8
+988,2020-02-14,1582.7,68.0,1575.8,1582.4,1574.8
+989,2020-02-13,1578.8,264293.0,1569.8,1581.7,1568.5
+990,2020-02-12,1571.6,183410.0,1571.2,1573.6,1564.4
+991,2020-02-11,1565.6,440.0,1570.9,1571.1,1561.9
+992,2020-02-10,1579.5,186247.0,1575.8,1580.5,1571.5
+993,2020-02-07,1568.6,431.0,1564.9,1571.9,1560.5
+994,2020-02-06,1570.0,221612.0,1560.0,1571.9,1556.0
+995,2020-02-05,1562.8,297418.0,1556.1,1566.2,1551.1
+996,2020-02-04,1555.5,328192.0,1581.5,1584.5,1552.8
+997,2020-02-03,1582.4,303458.0,1597.8,1598.5,1573.2
+998,2020-01-31,1582.9,1095.0,1573.4,1589.0,1570.0
+999,2020-01-30,1589.2,371286.0,1582.4,1590.7,1576.8
+1000,2020-01-29,1576.0,225389.0,1572.0,1583.0,1567.9
+1001,2020-01-28,1575.8,191039.0,1587.1,1588.5,1570.4
+1002,2020-01-27,1583.7,134423.0,1586.1,1594.7,1581.6
+1003,2020-01-24,1571.1,38.0,1556.3,1570.3,1556.3
+1004,2020-01-23,1571.6,65319.0,1564.7,1573.7,1557.5
+1005,2020-01-22,1556.7,276521.0,1557.0,1558.9,1555.2
+1006,2020-01-21,1556.4,45.0,1564.2,1566.2,1551.0
+1007,2020-01-17,1558.8,108.0,1554.1,1558.0,1553.6
+1008,2020-01-16,1550.5,253076.0,1556.6,1558.2,1548.0
+1009,2020-01-15,1554.0,297777.0,1546.8,1558.8,1546.5
+1010,2020-01-14,1544.6,323782.0,1548.6,1549.5,1536.4
+1011,2020-01-13,1550.6,296619.0,1563.0,1563.1,1547.0
+1012,2020-01-10,1557.5,16.0,1551.2,1558.8,1545.4
+1013,2020-01-09,1554.3,354523.0,1557.7,1562.4,1541.0
+1014,2020-01-08,1560.2,787217.0,1556.7,1563.8,1556.5
+1015,2020-01-07,1574.3,418145.0,1567.4,1579.2,1557.0
+1016,2020-01-06,1568.8,539023.0,1562.7,1590.9,1562.3
+1017,2020-01-03,1549.2,107.0,1530.1,1552.7,1530.1
+1018,2020-01-02,1528.1,257867.0,1521.0,1534.0,1519.7
+1019,2019-12-31,1519.5,301.0,1513.8,1523.4,1513.8
+1020,2019-12-30,1518.6,169813.0,1515.9,1519.1,1513.5
+1021,2019-12-27,1518.1,194736.0,1516.5,1519.9,1512.1
+1022,2019-12-26,1514.4,213592.0,1503.9,1517.4,1502.1
+1023,2019-12-24,1499.1,52.0,1488.7,1498.6,1488.7
+1024,2019-12-23,1488.7,155802.0,1482.4,1490.1,1481.2
+1025,2019-12-20,1474.7,118.0,1476.7,1478.1,1475.3
+1026,2019-12-19,1478.2,319.0,1475.9,1478.9,1473.3
+1027,2019-12-18,1478.7,190975.0,1480.4,1483.6,1474.3
+1028,2019-12-17,1480.6,167359.0,1480.6,1484.9,1478.4
+1029,2019-12-16,1480.5,160416.0,1480.0,1484.5,1477.4
+1030,2019-12-13,1475.6,468.0,1463.1,1475.9,1463.1
+1031,2019-12-12,1472.3,396657.0,1469.5,1474.9,1468.2
+1032,2019-12-11,1475.0,247053.0,1479.1,1479.9,1478.7
+1033,2019-12-10,1462.6,367.0,1460.7,1467.2,1460.7
+1034,2019-12-09,1464.9,163682.0,1464.1,1469.8,1463.0
+1035,2019-12-06,1459.1,899.0,1475.0,1476.0,1458.2
+1036,2019-12-05,1483.1,231844.0,1480.0,1485.7,1478.0
+1037,2019-12-04,1480.2,311909.0,1483.2,1489.9,1476.7
+1038,2019-12-03,1478.2,1460.0,1461.6,1480.4,1459.5
+1039,2019-12-02,1469.2,304242.0,1470.3,1471.7,1459.8
+1040,2019-11-29,1472.7,259290.0,1461.7,1472.9,1459.1
+1041,2019-11-27,1453.4,88164.0,1461.1,1461.9,1452.0
+1042,2019-11-26,1467.4,271754.0,1461.3,1470.0,1456.6
+1043,2019-11-25,1463.8,121238.0,1467.5,1468.9,1460.7
+1044,2019-11-22,1468.8,77902.0,1470.9,1480.3,1468.1
+1045,2019-11-21,1470.5,73979.0,1481.3,1482.7,1469.4
+1046,2019-11-20,1470.0,31.0,1472.6,1474.5,1467.3
+1047,2019-11-19,1473.3,18.0,1467.7,1474.3,1467.7
+1048,2019-11-18,1471.9,325033.0,1467.8,1474.4,1456.6
+1049,2019-11-15,1467.3,13.0,1469.1,1469.1,1469.1
+1050,2019-11-14,1473.4,312108.0,1464.0,1475.5,1461.7
+1051,2019-11-13,1463.3,335980.0,1463.5,1467.9,1462.8
+1052,2019-11-12,1452.1,6.0,1454.9,1454.9,1447.1
+1053,2019-11-11,1457.1,295394.0,1460.0,1467.4,1448.9
+1054,2019-11-08,1461.3,21.0,1469.1,1469.1,1461.7
+1055,2019-11-07,1464.2,581.0,1466.8,1473.0,1466.5
+1056,2019-11-06,1493.1,302400.0,1491.5,1495.9,1490.5
+1057,2019-11-05,1483.7,573018.0,1511.6,1511.9,1480.7
+1058,2019-11-04,1511.1,250475.0,1516.4,1517.1,1506.5
+1059,2019-11-01,1508.0,235.0,1511.0,1511.6,1503.0
+1060,2019-10-31,1514.8,375394.0,1498.8,1516.7,1496.0
+1061,2019-10-30,1493.2,320.0,1487.2,1495.4,1481.0
+1062,2019-10-29,1490.7,283038.0,1494.0,1494.0,1489.7
+1063,2019-10-28,1495.8,310472.0,1507.4,1510.8,1492.3
+1064,2019-10-25,1499.5,93.0,1501.4,1503.7,1499.0
+1065,2019-10-24,1504.7,290074.0,1495.1,1506.9,1490.4
+1066,2019-10-23,1495.7,235483.0,1491.1,1499.4,1490.7
+1067,2019-10-22,1487.5,200931.0,1487.5,1492.1,1484.0
+1068,2019-10-21,1488.1,272195.0,1495.6,1498.7,1484.8
+1069,2019-10-18,1488.2,82.0,1487.3,1489.1,1486.6
+1070,2019-10-17,1498.3,296546.0,1494.2,1501.1,1487.0
+1071,2019-10-16,1494.0,360083.0,1484.8,1495.5,1480.6
+1072,2019-10-15,1483.5,307105.0,1497.7,1503.0,1480.8
+1073,2019-10-14,1497.6,221049.0,1492.0,1501.5,1487.1
+1074,2019-10-11,1488.7,462693.0,1498.3,1508.0,1478.0
+1075,2019-10-10,1500.9,401849.0,1510.8,1522.3,1495.7
+1076,2019-10-09,1512.8,277242.0,1515.4,1516.5,1510.1
+1077,2019-10-08,1497.2,46.0,1489.4,1506.3,1489.3
+1078,2019-10-07,1504.4,252399.0,1497.2,1499.7,1493.3
+1079,2019-10-04,1506.2,233.0,1505.6,1508.7,1497.1
+1080,2019-10-03,1513.8,400130.0,1505.6,1525.8,1501.7
+1081,2019-10-02,1501.0,205.0,1476.6,1503.7,1474.1
+1082,2019-10-01,1489.0,440804.0,1478.0,1493.5,1465.0
+1083,2019-09-30,1472.9,424759.0,1501.7,1507.2,1470.5
+1084,2019-09-27,1506.4,436289.0,1511.8,1514.4,1493.3
+1085,2019-09-26,1515.2,367934.0,1510.9,1519.5,1507.1
+1086,2019-09-25,1512.3,462742.0,1539.8,1542.8,1507.4
+1087,2019-09-24,1532.1,25.0,1515.1,1533.0,1515.1
+1088,2019-09-23,1531.5,349589.0,1521.5,1534.4,1517.9
+1089,2019-09-20,1507.3,2.0,1503.0,1503.0,1503.0
+1090,2019-09-19,1506.2,281865.0,1502.0,1512.1,1496.3
+1091,2019-09-18,1515.8,352179.0,1509.7,1519.5,1490.7
+1092,2019-09-17,1513.4,329751.0,1506.5,1515.0,1500.9
+1093,2019-09-16,1503.1,21.0,1500.0,1500.6,1498.5
+1094,2019-09-13,1490.9,1.0,1486.9,1486.9,1486.9
+1095,2019-09-12,1507.4,480662.0,1504.9,1532.2,1496.8
+1096,2019-09-11,1503.2,296849.0,1493.9,1506.2,1492.9
+1097,2019-09-10,1499.2,390357.0,1507.0,1509.1,1492.1
+1098,2019-09-09,1511.1,312350.0,1516.4,1523.8,1505.5
+1099,2019-09-06,1506.2,54.0,1517.3,1526.0,1504.5
+1100,2019-09-05,1525.5,586738.0,1561.4,1561.9,1514.3
+1101,2019-09-04,1560.4,404779.0,1556.0,1566.2,1542.6
+1102,2019-09-03,1555.9,541575.0,1539.2,1558.9,1529.6
+1103,2019-08-30,1529.2,320657.0,1536.9,1541.9,1525.6
+1104,2019-08-29,1536.9,439428.0,1549.4,1559.8,1528.6
+1105,2019-08-28,1549.1,342556.0,1551.8,1556.6,1541.4
+1106,2019-08-27,1551.8,334873.0,1537.3,1554.5,1535.3
+1107,2019-08-26,1537.2,407500.0,1545.4,1565.0,1534.8
+1108,2019-08-23,1537.6,459203.0,1508.8,1540.3,1503.0
+1109,2019-08-22,1497.3,686.0,1495.1,1495.1,1493.8
+1110,2019-08-21,1515.7,238972.0,1518.4,1518.4,1506.5
+1111,2019-08-20,1515.7,240391.0,1506.3,1518.8,1503.0
+1112,2019-08-19,1511.6,289329.0,1523.0,1523.6,1503.3
+1113,2019-08-16,1523.6,314597.0,1533.9,1538.6,1513.9
+1114,2019-08-15,1531.2,428618.0,1526.6,1537.7,1518.3
+1115,2019-08-14,1527.8,474508.0,1513.0,1534.9,1504.5
+1116,2019-08-13,1514.1,598082.0,1522.3,1546.1,1488.9
+1117,2019-08-12,1517.2,338340.0,1509.2,1531.5,1498.6
+1118,2019-08-09,1508.5,325590.0,1515.9,1521.1,1506.2
+1119,2019-08-08,1509.5,385340.0,1512.1,1521.3,1501.6
+1120,2019-08-07,1507.3,824.0,1473.5,1509.9,1473.2
+1121,2019-08-06,1484.2,375937.0,1481.1,1486.8,1468.2
+1122,2019-08-05,1464.6,1008.0,1440.4,1469.7,1440.4
+1123,2019-08-02,1457.5,471109.0,1457.5,1461.9,1442.5
+1124,2019-08-01,1432.4,567523.0,1425.6,1458.2,1412.1
+1125,2019-07-31,1437.8,406886.0,1443.7,1447.8,1422.3
+1126,2019-07-30,1441.8,248318.0,1439.5,1445.7,1434.8
+1127,2019-07-29,1433.3,168447.0,1431.9,1440.8,1427.5
+1128,2019-07-26,1432.2,5.0,1422.8,1423.0,1422.8
+1129,2019-07-25,1427.5,112902.0,1439.3,1447.0,1423.9
+1130,2019-07-24,1436.5,65218.0,1431.0,1442.9,1429.4
+1131,2019-07-23,1421.7,380116.0,1426.0,1431.4,1414.6
+1132,2019-07-22,1426.9,247608.0,1428.5,1430.8,1423.0
+1133,2019-07-19,1426.7,509138.0,1448.3,1454.4,1421.1
+1134,2019-07-18,1428.1,467773.0,1428.5,1449.7,1415.6
+1135,2019-07-17,1421.3,6.0,1404.6,1404.6,1404.6
+1136,2019-07-16,1411.2,327180.0,1416.4,1420.0,1402.1
+1137,2019-07-15,1413.5,231266.0,1417.7,1421.6,1409.3
+1138,2019-07-12,1412.2,272092.0,1406.2,1418.9,1404.5
+1139,2019-07-11,1406.7,380765.0,1421.1,1429.4,1402.7
+1140,2019-07-10,1412.5,426438.0,1400.0,1421.1,1391.8
+1141,2019-07-09,1400.5,276008.0,1397.9,1402.4,1387.5
+1142,2019-07-08,1400.0,303906.0,1401.0,1409.9,1393.8
+1143,2019-07-05,1400.1,555564.0,1418.8,1426.8,1388.6
+1144,2019-07-03,1420.9,118832.0,1421.6,1424.4,1412.7
+1145,2019-07-02,1408.0,372203.0,1386.2,1424.0,1386.2
+1146,2019-07-01,1385.6,214.0,1386.6,1395.8,1382.8
+1147,2019-06-28,1409.7,297964.0,1413.3,1427.8,1408.6
+1148,2019-06-27,1412.0,324556.0,1412.7,1415.3,1401.4
+1149,2019-06-26,1411.6,84.0,1407.2,1413.3,1405.8
+1150,2019-06-25,1418.7,618309.0,1423.4,1442.9,1415.1
+1151,2019-06-24,1418.2,359931.0,1403.9,1425.1,1403.6
+1152,2019-06-21,1400.1,496645.0,1391.2,1415.4,1386.1
+1153,2019-06-20,1396.9,511767.0,1364.5,1397.7,1361.3
+1154,2019-06-19,1348.8,320720.0,1350.4,1366.6,1344.8
+1155,2019-06-18,1350.7,364839.0,1343.9,1358.5,1342.1
+1156,2019-06-17,1342.9,230833.0,1345.5,1347.1,1336.6
+1157,2019-06-14,1344.5,346086.0,1346.5,1362.2,1341.4
+1158,2019-06-13,1343.7,197876.0,1337.8,1347.0,1335.9
+1159,2019-06-12,1336.8,226929.0,1330.6,1342.3,1329.8
+1160,2019-06-11,1331.2,204179.0,1331.8,1333.8,1323.6
+1161,2019-06-10,1329.3,220533.0,1341.2,1341.7,1329.0
+1162,2019-06-07,1346.1,314048.0,1339.7,1352.7,1334.3
+1163,2019-06-06,1342.7,252464.0,1336.1,1344.2,1331.3
+1164,2019-06-05,1333.6,391880.0,1330.2,1348.9,1329.3
+1165,2019-06-04,1323.4,302.0,1324.3,1328.6,1320.8
+1166,2019-06-03,1327.9,347054.0,1312.5,1333.0,1310.9
+1167,2019-05-31,1311.1,322176.0,1293.2,1311.9,1292.5
+1168,2019-05-30,1287.1,55573.0,1279.4,1288.3,1273.9
+1169,2019-05-29,1286.3,194696.0,1284.3,1290.3,1283.8
+1170,2019-05-28,1282.5,207053.0,1290.5,1292.6,1280.8
+1171,2019-05-24,1289.2,23685.0,1289.2,1292.6,1288.9
+1172,2019-05-23,1291.0,71630.0,1278.5,1292.5,1277.5
+1173,2019-05-22,1274.2,186404.0,1274.4,1277.1,1272.0
+1174,2019-05-21,1273.2,204984.0,1277.7,1277.7,1269.0
+1175,2019-05-20,1277.3,206270.0,1277.6,1278.8,1273.3
+1176,2019-05-17,1275.7,255125.0,1287.2,1289.0,1274.6
+1177,2019-05-16,1286.2,256906.0,1297.7,1299.3,1284.2
+1178,2019-05-15,1297.8,241040.0,1298.0,1301.7,1293.6
+1179,2019-05-14,1296.3,215009.0,1300.8,1304.2,1294.3
+1180,2019-05-13,1301.8,362480.0,1288.3,1302.2,1282.4
+1181,2019-05-10,1287.4,227237.0,1285.0,1290.3,1283.9
+1182,2019-05-09,1285.2,296815.0,1281.9,1289.2,1280.4
+1183,2019-05-08,1281.4,288297.0,1285.6,1292.8,1280.2
+1184,2019-05-07,1285.6,241502.0,1282.4,1287.3,1279.1
+1185,2019-05-06,1283.8,240672.0,1281.8,1287.4,1278.1
+1186,2019-05-03,1281.3,269353.0,1271.6,1283.9,1269.0
+1187,2019-05-02,1272.0,273895.0,1278.5,1279.4,1267.3
+1188,2019-05-01,1284.2,269944.0,1285.2,1289.4,1274.5
+1189,2019-04-30,1282.8,114.0,1281.7,1283.3,1280.8
+1190,2019-04-29,1281.5,199297.0,1289.0,1289.1,1279.9
+1191,2019-04-26,1288.8,268033.0,1279.1,1290.9,1276.0
+1192,2019-04-25,1279.7,230543.0,1277.9,1284.8,1275.2
+1193,2019-04-24,1279.4,235966.0,1274.4,1280.7,1270.5
+1194,2019-04-23,1273.2,271377.0,1277.0,1278.5,1267.9
+1195,2019-04-22,1277.6,133327.0,1278.0,1281.9,1275.7
+1196,2019-04-18,1276.0,219695.0,1276.2,1279.7,1273.0
+1197,2019-04-17,1276.8,209965.0,1279.5,1282.1,1275.2
+1198,2019-04-16,1277.2,308866.0,1290.8,1291.7,1275.5
+1199,2019-04-15,1291.3,222209.0,1294.0,1295.2,1285.3
+1200,2019-04-12,1295.2,185177.0,1295.8,1299.1,1293.2
+1201,2019-04-11,1293.3,311101.0,1312.4,1313.1,1292.9
+1202,2019-04-10,1313.9,212949.0,1308.2,1314.7,1304.7
+1203,2019-04-09,1308.3,196670.0,1301.6,1310.4,1300.6
+1204,2019-04-08,1297.1,63.0,1292.2,1302.1,1291.8
+1205,2019-04-05,1295.6,227617.0,1296.5,1297.8,1288.3
+1206,2019-04-04,1294.3,250306.0,1294.4,1298.7,1284.9
+1207,2019-04-03,1295.3,186420.0,1296.9,1299.0,1292.7
+1208,2019-04-02,1295.4,190667.0,1292.2,1297.1,1289.5
+1209,2019-04-01,1294.2,229896.0,1297.2,1301.7,1291.0
+1210,2019-03-29,1298.5,260381.0,1295.0,1304.6,1291.3
+1211,2019-03-28,1295.3,407079.0,1315.0,1317.6,1293.3
+1212,2019-03-27,1316.9,197067.0,1321.7,1325.2,1313.7
+1213,2019-03-26,1321.4,119776.0,1328.3,1329.3,1318.5
+1214,2019-03-25,1329.0,83949.0,1319.7,1330.8,1317.0
+1215,2019-03-22,1318.7,78716.0,1315.4,1320.9,1312.8
+1216,2019-03-21,1313.6,59829.0,1318.6,1326.3,1309.1
+1217,2019-03-20,1300.5,2.0,1300.7,1300.7,1300.7
+1218,2019-03-19,1306.5,203029.0,1303.7,1310.8,1302.1
+1219,2019-03-18,1301.5,172561.0,1302.0,1306.7,1298.0
+1220,2019-03-15,1302.9,224685.0,1295.6,1306.3,1293.7
+1221,2019-03-14,1293.4,1.0,1293.4,1293.4,1293.4
+1222,2019-03-13,1309.3,204246.0,1301.8,1311.6,1300.6
+1223,2019-03-12,1296.3,1.0,1294.7,1294.7,1294.7
+1224,2019-03-11,1291.1,187305.0,1298.2,1299.2,1290.6
+1225,2019-03-08,1299.3,270805.0,1286.7,1301.3,1285.6
+1226,2019-03-07,1286.1,246103.0,1287.3,1289.6,1280.8
+1227,2019-03-06,1287.6,187195.0,1288.8,1291.8,1284.3
+1228,2019-03-05,1284.7,207640.0,1287.8,1290.6,1282.0
+1229,2019-03-04,1287.5,253631.0,1294.4,1298.1,1283.8
+1230,2019-03-01,1299.2,328780.0,1315.5,1316.5,1291.3
+1231,2019-02-28,1316.1,238804.0,1321.7,1328.9,1314.0
+1232,2019-02-27,1317.7,604.0,1327.7,1327.9,1316.5
+1233,2019-02-26,1328.5,179292.0,1329.9,1332.4,1325.5
+1234,2019-02-25,1329.5,176322.0,1331.9,1334.9,1327.3
+1235,2019-02-22,1332.8,236737.0,1325.8,1335.6,1323.8
+1236,2019-02-21,1327.8,277389.0,1341.7,1344.3,1323.3
+1237,2019-02-20,1347.9,235291.0,1343.9,1349.8,1339.8
+1238,2019-02-19,1344.8,334325.0,1329.2,1345.0,1323.8
+1239,2019-02-15,1322.1,91941.0,1325.0,1330.8,1323.8
+1240,2019-02-14,1313.9,219485.0,1309.6,1317.4,1304.7
+1241,2019-02-13,1310.8,143.0,1311.6,1316.0,1308.1
+1242,2019-02-12,1314.0,144119.0,1311.6,1318.3,1310.0
+1243,2019-02-11,1307.0,119.0,1313.4,1313.4,1304.7
+1244,2019-02-08,1318.5,131864.0,1314.3,1319.5,1311.5
+1245,2019-02-07,1314.2,159728.0,1310.9,1315.8,1306.4
+1246,2019-02-06,1314.4,133244.0,1319.4,1319.9,1309.6
+1247,2019-02-05,1319.2,122758.0,1316.8,1321.0,1314.8
+1248,2019-02-04,1319.3,147699.0,1322.6,1323.6,1312.7
+1249,2019-02-01,1322.1,192924.0,1326.0,1328.2,1320.6
+1250,2019-01-31,1325.2,215552.0,1325.4,1331.1,1322.2
+1251,2019-01-30,1315.5,262539.0,1317.0,1328.6,1313.5
+1252,2019-01-29,1315.2,171769.0,1308.5,1317.1,1307.8
+1253,2019-01-28,1309.3,122869.0,1308.5,1309.8,1302.7
+1254,2019-01-25,1304.2,87878.0,1286.0,1309.3,1284.8
+1255,2019-01-24,1285.9,68784.0,1288.3,1290.0,1281.5
+1256,2019-01-23,1290.2,60819.0,1290.8,1292.1,1284.0
+1257,2019-01-22,1283.4,307704.0,1279.1,1285.0,1276.0
+1258,2019-01-18,1282.6,100826.0,1280.7,1283.0,1276.0
+1259,2019-01-17,1292.3,188241.0,1293.9,1295.0,1288.3
+1260,2019-01-16,1293.8,173284.0,1289.6,1295.4,1287.6
+1261,2019-01-15,1288.4,229624.0,1292.4,1294.8,1286.5
+1262,2019-01-14,1289.1,7.0,1292.4,1293.9,1289.9
+1263,2019-01-11,1289.5,200393.0,1287.6,1295.7,1287.0
+1264,2019-01-10,1287.4,227942.0,1294.7,1298.0,1286.7
+1265,2019-01-09,1292.0,232491.0,1286.1,1295.0,1280.9
+1266,2019-01-08,1285.9,206439.0,1289.9,1291.4,1280.2
+1267,2019-01-07,1289.9,197176.0,1287.0,1297.0,1284.1
+1268,2019-01-04,1285.8,299076.0,1296.5,1300.4,1278.1
+1269,2019-01-03,1294.8,229532.0,1288.5,1296.9,1286.4
+1270,2019-01-02,1284.1,222578.0,1285.0,1291.0,1280.6
+1271,2018-12-31,1281.3,108913.0,1283.0,1286.5,1279.7
+1272,2018-12-28,1283.0,155354.0,1278.0,1284.7,1276.5
+1273,2018-12-27,1281.1,200717.0,1270.1,1281.6,1269.1
+1274,2018-12-26,1273.0,198175.0,1273.5,1282.3,1267.4
+1275,2018-12-24,1271.8,130455.0,1260.7,1273.9,1260.0
+1276,2018-12-21,1258.1,200024.0,1263.5,1266.2,1257.1
+1277,2018-12-20,1267.9,303814.0,1247.0,1270.3,1246.2
+1278,2018-12-19,1256.4,261331.0,1253.5,1262.2,1245.3
+1279,2018-12-18,1253.6,164361.0,1249.7,1254.5,1249.0
+1280,2018-12-17,1251.8,156508.0,1242.8,1252.2,1239.4
+1281,2018-12-14,1241.4,183625.0,1246.2,1247.3,1236.5
+1282,2018-12-13,1247.4,148496.0,1250.7,1251.7,1244.4
+1283,2018-12-12,1250.0,144462.0,1248.3,1252.6,1247.1
+1284,2018-12-11,1247.2,176025.0,1249.8,1255.1,1245.8
+1285,2018-12-10,1249.4,190957.0,1255.6,1256.6,1246.9
+1286,2018-12-07,1252.6,215414.0,1243.1,1255.8,1242.6
+1287,2018-12-06,1243.6,238860.0,1243.0,1249.9,1240.0
+1288,2018-12-05,1242.6,104283.0,1244.6,1244.8,1238.7
+1289,2018-12-04,1246.6,214514.0,1236.3,1247.5,1235.8
+1290,2018-12-03,1239.6,233816.0,1227.8,1240.4,1226.6
+1291,2018-11-30,1226.0,158763.0,1229.9,1231.1,1221.8
+1292,2018-11-29,1230.4,229628.0,1227.1,1234.9,1226.7
+1293,2018-11-28,1229.8,199518.0,1220.9,1233.8,1216.8
+1294,2018-11-27,1219.9,132694.0,1228.5,1231.7,1217.8
+1295,2018-11-26,1228.7,141646.0,1230.4,1234.5,1228.0
+1296,2018-11-23,1223.2,234908.0,1227.8,1229.7,1220.3
+1298,2018-11-20,1221.2,245888.0,1224.6,1229.5,1220.3
+1299,2018-11-19,1225.3,189907.0,1222.6,1226.5,1218.5
+1300,2018-11-16,1223.0,237367.0,1214.4,1226.0,1213.7
+1301,2018-11-15,1215.0,234966.0,1211.8,1217.0,1207.1
+1302,2018-11-14,1210.1,268788.0,1202.8,1217.2,1198.1
+1303,2018-11-13,1199.2,5.0,1196.3,1201.3,1196.3
+1304,2018-11-12,1201.3,1.0,1201.6,1201.6,1201.6
+1305,2018-11-09,1208.6,306462.0,1224.3,1224.6,1207.2
+1306,2018-11-08,1225.1,229614.0,1227.7,1228.5,1220.8
+1307,2018-11-07,1228.7,252072.0,1228.9,1238.4,1224.2
+1308,2018-11-06,1226.3,188660.0,1233.4,1237.8,1224.9
+1309,2018-11-05,1232.3,157253.0,1234.5,1236.8,1228.4
+1310,2018-11-02,1233.3,249587.0,1235.3,1238.4,1231.3
+1311,2018-11-01,1238.6,293251.0,1216.6,1239.3,1216.1
+1312,2018-10-31,1215.0,231855.0,1224.7,1225.0,1213.4
+1313,2018-10-30,1225.3,218624.0,1231.9,1232.5,1221.4
+1314,2018-10-29,1227.6,225204.0,1236.4,1237.6,1226.1
+1315,2018-10-26,1235.8,304896.0,1234.7,1246.0,1232.5
+1316,2018-10-25,1232.4,252780.0,1236.6,1242.0,1230.5
+1317,2018-10-24,1231.1,204289.0,1233.8,1238.0,1228.3
+1318,2018-10-23,1236.8,276325.0,1225.1,1243.0,1224.5
+1319,2018-10-22,1224.6,180132.0,1230.5,1232.6,1222.8
+1320,2018-10-19,1228.7,188648.0,1228.6,1234.1,1226.2
+1321,2018-10-18,1230.1,239133.0,1225.5,1233.6,1221.7
+1322,2018-10-17,1227.4,228207.0,1228.0,1232.9,1223.7
+1323,2018-10-16,1231.0,233393.0,1230.5,1235.9,1226.3
+1324,2018-10-15,1226.4,136.0,1222.4,1232.3,1222.4
+1325,2018-10-12,1222.0,309392.0,1227.7,1228.1,1219.3
+1326,2018-10-11,1227.6,503085.0,1197.9,1230.0,1194.7
+1327,2018-10-10,1193.4,243118.0,1192.7,1198.6,1188.5
+1328,2018-10-09,1191.5,236941.0,1192.2,1195.8,1186.6
+1329,2018-10-08,1184.4,250.0,1201.0,1201.0,1183.7
+1330,2018-10-05,1205.6,250219.0,1203.7,1209.8,1200.9
+1331,2018-10-04,1201.6,280314.0,1201.4,1210.7,1199.6
+1332,2018-10-03,1202.9,246832.0,1207.0,1212.3,1200.4
+1333,2018-10-02,1207.0,350240.0,1192.7,1212.3,1192.2
+1334,2018-10-01,1191.7,213617.0,1196.1,1196.5,1188.1
+1335,2018-09-28,1196.2,300928.0,1186.8,1198.0,1184.3
+1336,2018-09-27,1182.3,4947.0,1194.6,1197.3,1180.5
+1337,2018-09-26,1199.1,330481.0,1205.5,1206.9,1194.6
+1338,2018-09-25,1205.1,192109.0,1203.1,1207.9,1201.3
+1339,2018-09-24,1204.4,207122.0,1204.0,1208.8,1198.6
+1340,2018-09-21,1201.3,333369.0,1212.1,1215.8,1196.0
+1341,2018-09-20,1211.3,232693.0,1208.8,1213.2,1205.1
+1343,2018-09-18,1202.9,223080.0,1206.4,1208.2,1200.3
+1344,2018-09-17,1205.8,205761.0,1199.8,1209.7,1197.5
+1345,2018-09-14,1201.1,276004.0,1206.6,1213.8,1197.7
+1346,2018-09-13,1208.2,295658.0,1212.4,1218.0,1205.0
+1347,2018-09-12,1210.9,292275.0,1203.5,1213.9,1197.6
+1348,2018-09-11,1202.2,253326.0,1200.4,1204.8,1192.7
+1349,2018-09-10,1199.8,207244.0,1200.7,1203.8,1196.2
+1350,2018-09-07,1200.4,272324.0,1205.6,1209.0,1198.7
+1351,2018-09-06,1204.3,278851.0,1202.5,1212.7,1200.5
+1352,2018-09-05,1201.3,203575.0,1197.2,1204.2,1196.4
+1353,2018-09-04,1199.1,402704.0,1207.0,1209.7,1195.1
+1354,2018-08-31,1206.7,117750.0,1206.3,1209.7,1201.2
+1355,2018-08-30,1205.0,276369.0,1212.6,1214.0,1202.1
+1356,2018-08-29,1211.5,235721.0,1206.6,1213.7,1206.6
+1357,2018-08-28,1207.4,136.0,1209.7,1217.0,1202.3
+1358,2018-08-27,1216.0,205140.0,1214.5,1218.8,1209.3
+1359,2018-08-24,1213.3,286519.0,1191.6,1215.4,1189.5
+1360,2018-08-23,1194.0,226193.0,1202.8,1203.4,1190.2
+1361,2018-08-22,1203.3,227367.0,1203.0,1208.4,1199.2
+1362,2018-08-21,1200.0,211149.0,1197.3,1204.3,1194.3
+1363,2018-08-20,1194.6,199964.0,1190.4,1197.7,1189.6
+1364,2018-08-17,1184.2,246695.0,1180.7,1192.0,1178.5
+1365,2018-08-16,1184.0,353666.0,1183.0,1189.0,1167.1
+1366,2018-08-15,1185.0,364039.0,1201.5,1202.0,1180.0
+1367,2018-08-14,1193.0,92.0,1193.1,1197.5,1192.8
+1368,2018-08-13,1198.9,363069.0,1218.4,1221.4,1198.6
+1369,2018-08-10,1219.0,317657.0,1220.0,1224.9,1213.1
+1370,2018-08-09,1219.9,225166.0,1222.0,1225.6,1218.4
+1371,2018-08-08,1221.0,255706.0,1218.7,1223.8,1213.6
+1372,2018-08-07,1218.3,199691.0,1215.8,1224.3,1215.6
+1373,2018-08-06,1208.6,297.0,1214.4,1214.4,1206.6
+1374,2018-08-03,1223.2,272386.0,1216.0,1228.5,1212.5
+1375,2018-08-02,1210.6,411.0,1214.7,1219.3,1205.8
+1376,2018-08-01,1227.6,210076.0,1232.7,1233.7,1224.4
+1377,2018-07-31,1233.6,287649.0,1230.5,1237.8,1222.6
+1378,2018-07-30,1231.5,178604.0,1231.1,1234.1,1227.8
+1379,2018-07-27,1232.7,150903.0,1231.4,1236.5,1226.3
+1380,2018-07-26,1235.3,99096.0,1240.8,1244.6,1231.3
+1381,2018-07-25,1241.0,55539.0,1233.3,1243.4,1232.5
+1382,2018-07-24,1234.6,64451.0,1233.4,1238.6,1227.0
+1383,2018-07-23,1234.4,75122.0,1240.7,1244.7,1231.1
+1384,2018-07-20,1231.1,342215.0,1222.9,1232.4,1215.3
+1385,2018-07-19,1224.0,414022.0,1227.3,1229.6,1210.7
+1386,2018-07-18,1227.9,272126.0,1227.0,1229.1,1220.9
+1387,2018-07-17,1227.3,304251.0,1240.8,1245.1,1225.9
+1388,2018-07-16,1239.7,178908.0,1241.0,1245.8,1238.3
+1389,2018-07-13,1241.2,248662.0,1247.7,1248.5,1236.2
+1390,2018-07-12,1246.6,216104.0,1242.3,1248.8,1241.4
+1391,2018-07-11,1244.4,293555.0,1256.7,1257.3,1241.7
+1392,2018-07-10,1255.4,266748.0,1258.5,1261.0,1247.7
+1393,2018-07-09,1259.6,231724.0,1255.7,1266.9,1255.7
+1394,2018-07-06,1255.8,195750.0,1258.4,1260.2,1253.7
+1395,2018-07-05,1258.8,372468.0,1257.7,1262.4,1252.2
+1396,2018-07-03,1253.5,145678.0,1253.5,1262.4,1238.8
+1397,2018-07-02,1241.7,251533.0,1253.4,1255.6,1240.6
+1398,2018-06-29,1254.5,221077.0,1249.5,1257.1,1246.9
+1399,2018-06-28,1251.0,234981.0,1253.6,1255.8,1247.2
+1400,2018-06-27,1256.1,250008.0,1260.5,1261.9,1252.2
+1401,2018-06-26,1259.9,243918.0,1267.3,1269.4,1256.4
+1402,2018-06-25,1268.9,191258.0,1272.2,1274.4,1265.5
+1403,2018-06-22,1270.7,177199.0,1268.6,1273.1,1268.4
+1404,2018-06-21,1270.5,268481.0,1269.7,1272.3,1262.4
+1405,2018-06-20,1274.5,223323.0,1277.3,1278.6,1269.6
+1406,2018-06-19,1278.6,272942.0,1280.7,1286.8,1272.6
+1407,2018-06-18,1280.1,180772.0,1281.1,1284.9,1279.5
+1408,2018-06-15,1278.5,495364.0,1305.9,1306.7,1277.9
+1409,2018-06-14,1308.3,332112.0,1303.1,1313.0,1301.0
+1410,2018-06-13,1301.3,254837.0,1299.6,1305.2,1294.5
+1411,2018-06-12,1299.4,227402.0,1304.5,1304.8,1296.3
+1412,2018-06-11,1303.2,206333.0,1303.5,1307.0,1297.8
+1413,2018-06-08,1302.7,211335.0,1301.3,1304.8,1296.0
+1414,2018-06-07,1303.0,239302.0,1300.9,1307.8,1299.0
+1415,2018-06-06,1301.4,239391.0,1300.6,1306.1,1297.7
+1416,2018-06-05,1302.2,257770.0,1296.4,1304.8,1293.5
+1417,2018-06-04,1297.3,209443.0,1296.7,1302.3,1293.8
+1418,2018-06-01,1299.3,308394.0,1303.0,1304.8,1293.1
+1419,2018-05-31,1304.7,293132.0,1306.0,1311.5,1301.0
+1420,2018-05-30,1306.5,320122.0,1303.1,1308.8,1300.0
+1421,2018-05-29,1304.1,348290.0,1302.2,1311.3,1296.6
+1422,2018-05-25,1309.0,61195.0,1305.7,1309.0,1299.9
+1423,2018-05-24,1309.8,99686.0,1298.0,1311.8,1297.4
+1424,2018-05-23,1294.8,61616.0,1295.9,1303.8,1292.0
+1425,2018-05-22,1297.4,42154.0,1298.2,1301.3,1292.8
+1426,2018-05-21,1290.9,313755.0,1290.3,1292.7,1281.2
+1427,2018-05-18,1291.3,254923.0,1290.0,1293.7,1285.1
+1428,2018-05-17,1289.4,289678.0,1290.2,1294.0,1284.0
+1429,2018-05-16,1291.5,321197.0,1290.1,1296.4,1285.7
+1430,2018-05-15,1290.3,461831.0,1313.2,1314.7,1288.2
+1431,2018-05-14,1318.2,235892.0,1318.3,1322.4,1312.8
+1432,2018-05-11,1320.7,259923.0,1321.8,1326.3,1317.0
+1433,2018-05-10,1322.3,362491.0,1312.8,1323.4,1310.6
+1434,2018-05-09,1313.0,372491.0,1315.3,1317.8,1304.2
+1435,2018-05-08,1313.7,398268.0,1314.1,1318.5,1306.2
+1436,2018-05-07,1314.1,230426.0,1316.3,1320.1,1310.6
+1437,2018-05-04,1314.7,299809.0,1312.8,1316.9,1308.5
+1438,2018-05-03,1312.7,297240.0,1305.5,1319.0,1305.2
+1439,2018-05-02,1305.6,350840.0,1304.4,1314.9,1304.3
+1440,2018-05-01,1306.8,267336.0,1316.0,1317.4,1302.3
+1441,2018-04-30,1319.2,287438.0,1324.0,1325.9,1310.7
+1442,2018-04-27,1323.4,232724.0,1318.0,1326.4,1315.8
+1443,2018-04-26,1317.9,285847.0,1324.2,1328.0,1316.2
+1444,2018-04-25,1322.8,256659.0,1332.0,1333.8,1320.2
+1445,2018-04-24,1333.0,267707.0,1326.1,1334.5,1323.6
+1446,2018-04-23,1324.0,276592.0,1336.2,1337.6,1323.8
+1447,2018-04-20,1338.3,269829.0,1348.5,1348.9,1337.0
+1448,2018-04-19,1348.8,325544.0,1352.4,1357.7,1343.2
+1449,2018-04-18,1353.5,298749.0,1350.4,1359.0,1345.0
+1450,2018-04-17,1349.5,267744.0,1349.1,1352.2,1340.2
+1451,2018-04-16,1350.7,258382.0,1349.8,1353.5,1342.8
+1452,2018-04-13,1347.9,253937.0,1337.6,1350.3,1335.5
+1453,2018-04-12,1341.9,374672.0,1356.3,1356.7,1336.7
+1454,2018-04-11,1360.0,467541.0,1343.1,1369.4,1342.5
+1455,2018-04-10,1345.9,278138.0,1339.8,1346.2,1334.2
+1456,2018-04-09,1340.1,222038.0,1338.0,1341.5,1330.1
+1457,2018-04-06,1336.1,361181.0,1329.7,1339.1,1322.6
+1458,2018-04-05,1328.5,266243.0,1337.1,1338.7,1326.0
+1459,2018-04-04,1340.2,334886.0,1336.7,1352.5,1335.2
+1460,2018-04-03,1337.3,276654.0,1345.0,1346.6,1332.7
+1461,2018-04-02,1352.9,4979.0,1336.3,1355.1,1335.1
+1462,2018-03-29,1327.3,235348.0,1329.3,1332.6,1325.4
+1463,2018-03-28,1330.0,358319.0,1351.1,1352.2,1327.7
+1464,2018-03-27,1347.9,24159.0,1351.1,1352.2,1347.9
+1465,2018-03-26,1360.9,187073.0,1350.6,1361.8,1349.2
+1466,2018-03-23,1355.7,124800.0,1335.5,1356.3,1334.7
+1467,2018-03-22,1333.2,70121.0,1338.0,1340.8,1330.3
+1468,2018-03-21,1321.5,451237.0,1310.6,1336.9,1309.5
+1469,2018-03-20,1311.9,281146.0,1316.5,1318.1,1306.6
+1470,2018-03-19,1317.8,283944.0,1312.9,1319.6,1307.4
+1471,2018-03-16,1312.3,277568.0,1316.8,1321.8,1309.5
+1472,2018-03-15,1317.8,241746.0,1324.7,1328.1,1314.9
+1473,2018-03-14,1325.6,247027.0,1326.7,1330.5,1321.7
+1474,2018-03-13,1327.1,321790.0,1323.3,1328.8,1313.8
+1475,2018-03-12,1320.8,214392.0,1324.1,1325.0,1315.3
+1476,2018-03-09,1324.0,336571.0,1322.7,1325.9,1313.2
+1477,2018-03-08,1321.7,241811.0,1326.2,1329.8,1319.6
+1478,2018-03-07,1327.6,297281.0,1339.5,1342.0,1323.0
+1479,2018-03-06,1335.2,269691.0,1321.0,1339.9,1320.8
+1480,2018-03-05,1319.9,215468.0,1324.9,1328.9,1318.3
+1481,2018-03-02,1323.4,256112.0,1318.0,1326.6,1316.2
+1482,2018-03-01,1305.2,395651.0,1319.3,1322.3,1303.6
+1483,2018-02-28,1317.9,251263.0,1318.9,1323.7,1316.7
+1484,2018-02-27,1315.5,710.0,1331.7,1332.6,1312.7
+1485,2018-02-26,1332.8,237905.0,1330.4,1342.9,1328.0
+1486,2018-02-23,1330.3,165052.0,1333.7,1334.2,1327.7
+1487,2018-02-22,1332.7,201972.0,1326.2,1334.4,1322.9
+1488,2018-02-21,1332.1,244241.0,1331.2,1338.5,1324.4
+1489,2018-02-20,1331.2,357520.0,1348.9,1354.0,1330.6
+1490,2018-02-16,1356.2,21489.0,1350.2,1356.2,1349.5
+1491,2018-02-15,1355.3,251537.0,1353.0,1359.8,1350.8
+1492,2018-02-14,1358.0,405262.0,1331.9,1358.6,1319.1
+1493,2018-02-13,1330.4,192998.0,1325.0,1333.5,1323.7
+1494,2018-02-12,1326.4,203283.0,1317.1,1330.0,1316.3
+1495,2018-02-09,1315.7,306980.0,1321.0,1325.0,1313.2
+1496,2018-02-08,1319.0,349123.0,1320.7,1324.5,1309.0
+1497,2018-02-07,1314.6,335680.0,1326.6,1334.8,1313.5
+1498,2018-02-06,1329.5,457363.0,1343.1,1349.3,1322.8
+1499,2018-02-05,1336.5,298950.0,1334.6,1344.8,1331.6
+1500,2018-02-02,1337.3,416513.0,1352.2,1353.3,1330.1
+1501,2018-02-01,1347.9,301115.0,1348.2,1354.3,1340.2
+1502,2018-01-31,1343.1,365063.0,1341.8,1351.0,1335.5
+1503,2018-01-30,1340.0,394887.0,1344.0,1352.5,1337.5
+1504,2018-01-29,1345.1,224553.0,1353.7,1356.3,1340.9
+1505,2018-01-26,1357.2,139946.0,1352.7,1361.0,1348.6
+1506,2018-01-25,1368.0,140915.0,1362.7,1370.5,1346.2
+1507,2018-01-24,1361.4,147749.0,1346.2,1366.8,1344.1
+1508,2018-01-23,1336.7,354786.0,1333.0,1341.5,1330.7
+1509,2018-01-22,1331.9,325008.0,1334.0,1335.8,1328.0
+1510,2018-01-19,1333.1,268077.0,1327.0,1338.2,1326.6
+1511,2018-01-18,1327.2,305093.0,1327.4,1333.3,1324.3
+1512,2018-01-17,1339.2,358312.0,1339.0,1344.5,1326.6
+1513,2018-01-16,1337.1,472155.0,1340.9,1345.0,1332.1
+1514,2018-01-12,1334.9,44651.0,1337.3,1342.4,1334.9
+1515,2018-01-11,1322.5,254541.0,1317.5,1324.7,1316.1
+1516,2018-01-10,1319.3,382605.0,1313.3,1328.6,1308.9
+1517,2018-01-09,1313.7,321636.0,1321.2,1321.4,1309.5
+1518,2018-01-08,1320.4,238332.0,1321.8,1323.0,1315.7
+1519,2018-01-05,1322.3,322422.0,1324.4,1324.7,1314.6
+1520,2018-01-04,1321.6,350803.0,1315.5,1327.3,1307.1
+1521,2018-01-03,1318.5,342866.0,1319.0,1323.0,1308.9
+1522,2018-01-02,1316.1,269072.0,1305.3,1320.4,1304.6
+1523,2017-12-29,1309.3,226714.0,1297.5,1309.8,1296.1
+1524,2017-12-28,1297.2,213624.0,1292.0,1297.3,1290.5
+1525,2017-12-27,1291.4,193217.0,1287.8,1293.2,1286.0
+1526,2017-12-26,1287.5,130981.0,1279.0,1288.4,1277.7
+1527,2017-12-22,1278.8,180314.0,1270.3,1280.4,1268.4
+1528,2017-12-21,1270.6,188932.0,1268.8,1272.5,1266.0
+1529,2017-12-20,1269.6,198670.0,1264.8,1271.4,1264.4
+1530,2017-12-19,1264.2,196646.0,1265.4,1268.6,1262.3
+1531,2017-12-18,1265.5,202834.0,1257.8,1267.0,1255.3
+1532,2017-12-15,1257.5,230959.0,1255.5,1264.5,1255.2
+1533,2017-12-14,1257.1,252441.0,1258.1,1261.6,1252.8
+1534,2017-12-13,1248.6,296022.0,1246.3,1259.7,1242.3
+1535,2017-12-12,1241.7,216831.0,1243.9,1247.9,1238.3
+1536,2017-12-11,1246.9,185028.0,1249.2,1253.4,1242.4
+1537,2017-12-08,1248.4,270293.0,1249.5,1254.4,1244.4
+1538,2017-12-07,1253.1,305430.0,1265.2,1266.8,1245.8
+1539,2017-12-06,1266.1,239509.0,1268.3,1271.8,1264.8
+1540,2017-12-05,1264.9,311493.0,1279.1,1279.8,1263.2
+1541,2017-12-04,1277.7,250246.0,1277.6,1280.5,1273.5
+1542,2017-12-01,1282.3,421344.0,1277.9,1292.5,1274.2
+1543,2017-11-30,1276.7,331729.0,1286.9,1288.4,1273.1
+1544,2017-11-29,1286.2,370799.0,1298.0,1300.4,1285.1
+1545,2017-11-28,1299.2,224246.0,1298.8,1301.3,1294.5
+1546,2017-11-27,1298.9,143791.0,1292.0,1303.4,1290.7
+1547,2017-11-24,1291.8,83375.0,1296.1,1297.6,1289.5
+1548,2017-11-22,1296.8,5008.0,1296.1,1296.4,1293.7
+1549,2017-11-21,1281.7,315463.0,1276.6,1284.5,1275.8
+1550,2017-11-20,1275.3,399552.0,1294.1,1295.1,1274.1
+1551,2017-11-17,1296.5,368094.0,1278.8,1297.5,1278.1
+1552,2017-11-16,1278.2,268021.0,1278.0,1281.8,1274.9
+1553,2017-11-15,1277.7,417251.0,1280.7,1290.0,1276.5
+1554,2017-11-14,1282.9,342150.0,1278.9,1283.8,1269.7
+1555,2017-11-13,1278.9,213187.0,1275.3,1279.9,1274.4
+1556,2017-11-10,1274.2,342281.0,1286.0,1287.7,1273.6
+1557,2017-11-09,1287.5,20559.0,1286.0,1287.7,1285.4
+1558,2017-11-08,1283.7,346077.0,1276.4,1288.1,1276.1
+1559,2017-11-07,1275.8,327931.0,1282.6,1282.8,1272.3
+1560,2017-11-06,1281.6,340658.0,1270.7,1283.9,1266.4
+1561,2017-11-03,1269.2,361591.0,1277.5,1281.2,1265.9
+1562,2017-11-02,1278.1,374063.0,1275.2,1285.1,1274.0
+1563,2017-11-01,1277.3,376514.0,1271.8,1281.9,1268.5
+1564,2017-10-31,1270.5,264613.0,1277.6,1279.1,1268.3
+1565,2017-10-30,1277.7,253987.0,1274.3,1279.9,1269.8
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+1567,2017-10-26,1269.6,377535.0,1278.6,1283.8,1266.4
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+1569,2017-10-24,1278.3,262004.0,1283.9,1285.3,1274.8
+1570,2017-10-23,1280.9,276923.0,1281.5,1284.7,1273.6
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+1684,2017-05-11,1224.2,230075.0,1219.2,1227.7,1216.9
+1685,2017-05-10,1218.9,185804.0,1222.1,1225.8,1217.5
+1686,2017-05-09,1216.1,240063.0,1226.6,1228.7,1214.3
+1687,2017-05-08,1227.1,188318.0,1223.1,1236.9,1221.0
+1688,2017-05-05,1226.9,257019.0,1228.5,1236.0,1226.2
+1689,2017-05-04,1228.6,305881.0,1238.5,1241.7,1225.7
+1690,2017-05-03,1248.5,245496.0,1257.8,1257.8,1236.4
+1691,2017-05-02,1257.0,171411.0,1257.4,1258.8,1252.6
+1692,2017-05-01,1255.5,197023.0,1269.6,1272.4,1254.9
+1693,2017-04-28,1268.3,166210.0,1265.2,1269.9,1264.2
+1694,2017-04-27,1265.9,203162.0,1270.2,1271.1,1261.8
+1695,2017-04-26,1264.2,233964.0,1265.5,1272.8,1260.7
+1696,2017-04-25,1267.2,242791.0,1277.9,1279.9,1262.8
+1697,2017-04-24,1277.5,287252.0,1280.0,1280.0,1266.0
+1698,2017-04-21,1289.1,220990.0,1283.3,1290.1,1280.0
+1699,2017-04-20,1283.8,237678.0,1282.2,1285.2,1278.0
+1700,2017-04-19,1283.4,251024.0,1291.7,1292.7,1275.4
+1701,2017-04-18,1294.1,272618.0,1286.7,1294.4,1280.6
+1702,2017-04-17,1291.9,189444.0,1292.4,1297.4,1283.1
+1703,2017-04-13,1288.5,229082.0,1288.3,1290.7,1283.8
+1704,2017-04-12,1278.1,241437.0,1277.2,1289.0,1273.8
+1705,2017-04-11,1274.2,279421.0,1256.8,1277.4,1254.7
+1706,2017-04-10,1253.9,176084.0,1255.6,1258.9,1248.2
+1707,2017-04-07,1257.3,365404.0,1253.9,1273.3,1252.4
+1708,2017-04-06,1253.3,160510.0,1257.6,1260.9,1251.3
+1709,2017-04-05,1248.5,226454.0,1258.2,1259.3,1245.4
+1710,2017-04-04,1258.4,152043.0,1255.5,1263.7,1255.5
+1711,2017-04-03,1254.0,135738.0,1251.9,1255.9,1246.4
+1712,2017-03-31,1251.2,158381.0,1244.6,1252.8,1241.5
+1713,2017-03-30,1248.0,211199.0,1256.1,1256.5,1244.2
+1714,2017-03-29,1256.8,157858.0,1253.0,1257.5,1250.0
+1715,2017-03-28,1258.8,110672.0,1257.1,1261.4,1250.5
+1716,2017-03-27,1258.8,70055.0,1247.2,1264.2,1247.2
+1717,2017-03-24,1251.7,50728.0,1248.2,1255.0,1243.7
+1718,2017-03-23,1250.1,38955.0,1251.5,1256.4,1245.6
+1719,2017-03-22,1249.7,210181.0,1244.5,1251.5,1243.8
+1720,2017-03-21,1246.5,278090.0,1234.2,1247.7,1226.6
+1721,2017-03-20,1234.0,122559.0,1229.0,1235.5,1228.8
+1722,2017-03-17,1230.2,146933.0,1226.2,1231.5,1224.0
+1723,2017-03-16,1227.1,243137.0,1219.5,1234.0,1218.1
+1724,2017-03-15,1200.7,256440.0,1198.7,1222.0,1196.8
+1725,2017-03-14,1202.6,176653.0,1203.5,1207.5,1196.9
+1726,2017-03-13,1203.1,168436.0,1205.0,1210.9,1202.0
+1727,2017-03-10,1201.4,250514.0,1200.2,1206.2,1194.5
+1728,2017-03-09,1203.2,226026.0,1207.7,1208.9,1199.0
+1729,2017-03-08,1209.4,200792.0,1215.6,1218.5,1206.4
+1730,2017-03-07,1216.1,195645.0,1225.7,1227.4,1214.1
+1731,2017-03-06,1225.5,154275.0,1233.9,1237.3,1225.0
+1732,2017-03-03,1226.5,268970.0,1234.8,1236.7,1223.0
+1733,2017-03-02,1232.9,262903.0,1249.9,1250.8,1231.1
+1734,2017-03-01,1250.0,300815.0,1248.5,1251.4,1237.2
+1735,2017-02-28,1253.9,225369.0,1253.3,1259.3,1248.2
+1736,2017-02-27,1258.8,201486.0,1258.9,1264.9,1251.5
+1737,2017-02-24,1258.3,209660.0,1250.6,1261.2,1248.8
+1738,2017-02-23,1251.4,250277.0,1238.3,1252.2,1236.4
+1739,2017-02-22,1233.3,193431.0,1236.9,1241.9,1231.5
+1740,2017-02-21,1238.9,245695.0,1239.3,1240.2,1226.8
+1741,2017-02-17,1239.1,20247.0,1240.8,1245.1,1232.4
+1742,2017-02-16,1241.6,196467.0,1234.3,1243.7,1233.3
+1743,2017-02-15,1233.1,220585.0,1228.6,1234.9,1217.5
+1744,2017-02-14,1225.4,223687.0,1226.1,1236.0,1222.7
+1745,2017-02-13,1225.8,168285.0,1234.2,1234.4,1220.3
+1746,2017-02-10,1235.9,229161.0,1229.6,1238.9,1222.6
+1747,2017-02-09,1236.8,234244.0,1242.7,1246.2,1226.1
+1748,2017-02-08,1239.5,216044.0,1235.2,1246.6,1231.3
+1749,2017-02-07,1236.1,192661.0,1236.9,1237.5,1229.2
+1750,2017-02-06,1232.1,190379.0,1221.9,1237.5,1220.8
+1751,2017-02-03,1220.8,210726.0,1217.8,1223.2,1208.3
+1752,2017-02-02,1219.4,220209.0,1211.2,1227.5,1210.2
+1753,2017-02-01,1208.3,211357.0,1212.2,1215.0,1199.7
+1754,2017-01-31,1211.4,237644.0,1197.7,1217.4,1195.6
+1755,2017-01-30,1196.0,185344.0,1194.6,1201.3,1190.0
+1756,2017-01-27,1191.1,142852.0,1191.4,1193.8,1182.6
+1757,2017-01-26,1192.5,94439.0,1204.1,1205.0,1186.6
+1758,2017-01-25,1200.5,80202.0,1211.5,1212.2,1195.3
+1759,2017-01-24,1210.8,211945.0,1218.0,1220.1,1206.2
+1760,2017-01-23,1215.6,231381.0,1209.3,1219.4,1209.0
+1761,2017-01-20,1204.9,236066.0,1204.8,1214.8,1198.2
+1762,2017-01-19,1201.5,241530.0,1203.1,1206.4,1195.4
+1763,2017-01-18,1212.1,195234.0,1216.8,1217.7,1201.8
+1764,2017-01-17,1212.9,368672.0,1202.8,1218.9,1198.0
+1765,2017-01-13,1196.2,28224.0,1194.8,1204.3,1187.5
+1766,2017-01-12,1199.8,260107.0,1191.1,1207.2,1190.7
+1767,2017-01-11,1196.6,317695.0,1188.1,1198.5,1177.0
+1768,2017-01-10,1185.5,215898.0,1181.3,1190.6,1180.2
+1769,2017-01-09,1184.9,174989.0,1172.9,1186.4,1172.2
+1770,2017-01-06,1173.4,217714.0,1181.0,1183.8,1171.1
+1771,2017-01-05,1181.3,262224.0,1164.6,1185.9,1163.6
+1772,2017-01-04,1165.3,172108.0,1159.6,1168.6,1156.7
+1773,2017-01-03,1162.0,216537.0,1151.4,1166.0,1146.5
+1774,2016-12-30,1151.7,138673.0,1159.5,1164.3,1150.3
+1775,2016-12-29,1158.1,152323.0,1143.1,1160.6,1142.6
+1776,2016-12-28,1140.9,100121.0,1139.3,1145.1,1137.1
+1777,2016-12-27,1138.8,102366.0,1135.3,1151.7,1132.8
+1778,2016-12-23,1133.6,70834.0,1130.0,1137.3,1129.5
+1779,2016-12-22,1133.6,70834.0,1130.0,1137.3,1129.5
+1780,2016-12-21,1133.2,109673.0,1134.0,1138.8,1131.0
+1781,2016-12-20,1133.6,138058.0,1139.8,1141.7,1127.3
+1782,2016-12-19,1142.7,112536.0,1136.1,1144.4,1135.5
+1783,2016-12-16,1137.4,171285.0,1130.5,1143.2,1128.5
+1784,2016-12-15,1129.8,262877.0,1143.8,1146.0,1124.3
+1785,2016-12-14,1163.7,205326.0,1159.8,1168.0,1140.0
+1786,2016-12-13,1159.0,136029.0,1164.5,1167.0,1156.3
+1787,2016-12-12,1165.8,159639.0,1161.4,1167.9,1152.5
+1788,2016-12-09,1161.9,154417.0,1172.5,1173.8,1157.6
+1789,2016-12-08,1172.4,142363.0,1176.1,1180.7,1170.9
+1790,2016-12-07,1177.5,137900.0,1171.4,1182.3,1167.2
+1791,2016-12-06,1170.1,130714.0,1172.8,1177.1,1168.1
+1792,2016-12-05,1176.5,212276.0,1182.6,1190.2,1158.6
+1793,2016-12-02,1177.8,169224.0,1174.3,1180.3,1168.4
+1794,2016-12-01,1169.4,216169.0,1175.1,1178.4,1162.2
+1795,2016-11-30,1173.9,232748.0,1190.7,1196.8,1171.3
+1796,2016-11-29,1190.8,195887.0,1196.6,1197.7,1182.6
+1797,2016-11-28,1193.8,132780.0,1184.4,1200.0,1184.4
+1798,2016-11-25,1181.0,89941.0,1184.4,1195.4,1172.8
+1799,2016-11-23,1192.4,3479.0,1188.2,1192.5,1185.2
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+1801,2016-11-21,1209.8,162047.0,1207.3,1217.8,1205.4
+1802,2016-11-18,1208.7,244002.0,1216.0,1217.5,1201.3
+1803,2016-11-17,1216.9,224953.0,1224.8,1231.1,1210.5
+1804,2016-11-16,1223.9,190158.0,1228.0,1233.1,1221.0
+1805,2016-11-15,1224.5,224970.0,1221.8,1231.4,1218.6
+1806,2016-11-14,1221.7,332635.0,1227.7,1230.9,1211.0
+1807,2016-11-11,1224.3,420069.0,1258.7,1265.0,1218.7
+1808,2016-11-10,1266.4,392797.0,1278.4,1292.5,1251.9
+1809,2016-11-09,1273.5,783657.0,1276.8,1338.3,1268.1
+1810,2016-11-08,1274.5,194922.0,1282.2,1291.5,1273.3
+1811,2016-11-07,1279.4,209668.0,1294.5,1296.5,1278.6
+1812,2016-11-04,1304.5,202966.0,1303.2,1308.3,1295.7
+1813,2016-11-03,1303.3,220164.0,1298.1,1308.0,1286.2
+1814,2016-11-02,1308.2,224005.0,1289.0,1309.3,1288.4
+1815,2016-11-01,1288.0,194976.0,1277.8,1292.9,1276.3
+1816,2016-10-31,1273.1,115445.0,1278.3,1280.5,1271.9
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+1818,2016-10-27,1269.5,123344.0,1267.2,1273.7,1265.2
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+1820,2016-10-25,1273.6,132241.0,1265.2,1277.5,1262.4
+1821,2016-10-24,1263.7,148823.0,1266.9,1272.8,1260.1
+1822,2016-10-21,1267.7,97891.0,1266.5,1268.8,1261.7
+1823,2016-10-20,1267.5,130976.0,1270.6,1275.9,1265.5
+1824,2016-10-19,1269.9,135414.0,1263.9,1274.4,1261.1
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+1826,2016-10-17,1256.6,102991.0,1252.9,1258.2,1251.1
+1827,2016-10-14,1255.5,161952.0,1259.5,1260.7,1246.9
+1828,2016-10-13,1257.6,142928.0,1257.1,1263.9,1254.7
+1829,2016-10-12,1253.8,122342.0,1254.5,1260.5,1251.2
+1830,2016-10-11,1255.9,127971.0,1261.7,1264.0,1254.3
+1831,2016-10-10,1260.4,128220.0,1258.5,1266.8,1258.5
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+1833,2016-10-06,1253.0,176574.0,1269.7,1271.6,1251.8
+1834,2016-10-05,1268.6,200416.0,1270.5,1279.4,1264.1
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+1840,2016-09-27,1330.4,175693.0,1342.0,1343.5,1327.7
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+1850,2016-09-13,1323.7,173410.0,1331.7,1335.9,1318.8
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+1855,2016-09-06,1349.2,263409.0,1330.8,1357.2,1325.5
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+1906,2016-06-23,1263.1,145996.0,1268.1,1274.9,1256.9
+1907,2016-06-22,1270.0,127154.0,1271.4,1273.5,1263.8
+1908,2016-06-21,1272.5,196994.0,1271.1,1297.4,1267.1
+1909,2016-06-20,1292.1,186003.0,1293.0,1296.8,1280.8
+1910,2016-06-17,1294.8,203550.0,1282.4,1302.7,1278.8
+1911,2016-06-16,1298.4,331368.0,1295.0,1318.9,1280.1
+1912,2016-06-15,1288.3,190137.0,1288.1,1300.0,1281.3
+1913,2016-06-14,1288.1,182512.0,1286.2,1293.0,1278.6
+1914,2016-06-13,1286.9,195734.0,1278.3,1290.3,1275.2
+1915,2016-06-10,1275.9,151163.0,1271.5,1280.9,1267.3
+1916,2016-06-09,1272.7,145087.0,1264.6,1274.4,1259.4
+1917,2016-06-08,1262.3,167215.0,1247.0,1267.2,1245.5
+1918,2016-06-07,1247.0,114337.0,1248.0,1249.0,1236.9
+1919,2016-06-06,1247.4,157245.0,1245.5,1251.3,1242.1
+1920,2016-06-03,1242.9,230035.0,1212.8,1247.4,1209.1
+1921,2016-06-02,1212.6,106248.0,1215.9,1220.0,1212.0
+1922,2016-06-01,1214.7,151311.0,1217.9,1222.9,1208.2
+1923,2016-05-31,1217.5,227362.0,1208.1,1220.6,1201.5
+1924,2016-05-27,1216.7,29931.0,1215.1,1215.9,1202.2
+1925,2016-05-26,1222.7,148362.0,1226.1,1237.2,1220.8
+1926,2016-05-25,1226.6,105239.0,1230.0,1233.4,1220.6
+1927,2016-05-24,1232.2,288926.0,1249.5,1252.8,1226.2
+1928,2016-05-23,1251.5,206897.0,1251.7,1256.8,1243.5
+1929,2016-05-20,1252.9,188383.0,1256.3,1261.2,1249.6
+1930,2016-05-19,1254.8,246015.0,1259.1,1262.3,1244.6
+1931,2016-05-18,1274.4,225480.0,1280.6,1283.5,1256.0
+1932,2016-05-17,1276.9,196855.0,1274.9,1283.9,1270.1
+1933,2016-05-16,1274.2,188509.0,1273.1,1290.4,1271.6
+1934,2016-05-13,1272.7,167683.0,1264.8,1277.7,1264.0
+1935,2016-05-12,1271.2,211757.0,1279.3,1282.5,1262.9
+1936,2016-05-11,1275.5,215592.0,1267.3,1280.8,1266.3
+1937,2016-05-10,1264.8,164024.0,1265.4,1272.0,1258.3
+1938,2016-05-09,1266.6,213413.0,1288.8,1289.5,1262.8
+1939,2016-05-06,1294.0,246521.0,1279.3,1297.7,1276.2
+1940,2016-05-05,1272.3,168856.0,1281.2,1288.4,1270.6
+1941,2016-05-04,1274.4,205506.0,1287.7,1291.8,1273.6
+1942,2016-05-03,1291.8,209229.0,1293.4,1303.9,1284.0
+1943,2016-05-02,1295.8,193092.0,1294.2,1306.0,1289.6
+1944,2016-04-29,1290.5,249603.0,1268.0,1299.0,1267.0
+1945,2016-04-28,1266.4,214356.0,1247.3,1271.7,1239.1
+1946,2016-04-27,1250.4,167190.0,1245.7,1254.6,1240.7
+1947,2016-04-26,1243.4,139982.0,1239.8,1246.5,1232.7
+1948,2016-04-25,1240.2,114696.0,1234.5,1243.8,1231.3
+1949,2016-04-22,1230.0,198388.0,1248.5,1254.2,1228.5
+1950,2016-04-21,1250.3,261992.0,1244.5,1272.4,1244.4
+1951,2016-04-20,1254.4,158271.0,1251.3,1259.8,1244.0
+1952,2016-04-19,1254.3,200511.0,1233.9,1258.5,1229.0
+1953,2016-04-18,1235.0,143540.0,1236.3,1243.3,1231.7
+1954,2016-04-15,1234.6,115585.0,1228.5,1237.6,1226.8
+1955,2016-04-14,1226.5,196567.0,1243.8,1245.9,1225.4
+1956,2016-04-13,1248.3,150426.0,1257.2,1258.7,1241.4
+1957,2016-04-12,1260.9,148296.0,1259.8,1264.7,1253.0
+1958,2016-04-11,1258.0,151279.0,1241.8,1260.9,1241.6
+1959,2016-04-08,1243.8,128333.0,1241.8,1244.6,1231.0
+1960,2016-04-07,1237.5,179765.0,1224.0,1245.0,1224.0
+1961,2016-04-06,1223.8,129032.0,1232.6,1233.8,1217.2
+1962,2016-04-05,1229.6,148762.0,1217.1,1238.8,1216.0
+1963,2016-04-04,1219.3,86900.0,1217.2,1224.1,1215.7
+1964,2016-04-01,1223.5,188179.0,1234.1,1237.2,1210.3
+1965,2016-03-31,1235.6,117150.0,1227.0,1242.3,1225.1
+1966,2016-03-30,1228.6,172801.0,1243.0,1246.8,1224.9
+1967,2016-03-29,1237.5,193572.0,1223.1,1245.2,1217.0
+1968,2016-03-28,1222.0,85386.0,1217.8,1225.1,1207.7
+1969,2016-03-24,1223.5,61613.0,1222.1,1225.6,1212.6
+1970,2016-03-23,1225.6,248406.0,1248.5,1249.8,1215.4
+1971,2016-03-22,1248.6,178128.0,1244.3,1260.9,1242.8
+1972,2016-03-21,1244.2,165130.0,1255.2,1256.7,1241.2
+1973,2016-03-18,1254.3,152348.0,1257.7,1267.7,1248.4
+1974,2016-03-17,1265.0,196709.0,1262.0,1271.9,1255.2
+1975,2016-03-16,1229.8,195631.0,1233.1,1264.8,1227.0
+1976,2016-03-15,1231.0,169067.0,1237.0,1238.7,1226.0
+1977,2016-03-14,1245.1,198015.0,1250.9,1261.9,1229.9
+1978,2016-03-11,1259.4,225924.0,1272.0,1287.8,1249.0
+1979,2016-03-10,1272.8,294934.0,1253.7,1274.3,1237.5
+1980,2016-03-09,1257.4,217105.0,1262.2,1265.7,1243.6
+1981,2016-03-08,1262.9,198376.0,1267.9,1279.0,1261.0
+1982,2016-03-07,1264.0,208860.0,1260.5,1274.1,1257.4
+1983,2016-03-04,1270.7,351429.0,1264.6,1280.7,1250.1
+1984,2016-03-03,1258.2,216716.0,1240.8,1269.3,1238.0
+1985,2016-03-02,1241.8,175010.0,1232.3,1244.8,1225.1
+1986,2016-03-01,1230.8,211175.0,1238.9,1249.3,1227.7
+1987,2016-02-29,1234.4,174484.0,1223.1,1241.8,1216.3
+1988,2016-02-26,1220.4,210351.0,1232.5,1241.3,1212.0
+1989,2016-02-25,1238.8,199289.0,1228.9,1244.4,1221.8
+1990,2016-02-24,1239.1,260422.0,1226.0,1254.3,1222.4
+1991,2016-02-23,1222.6,175821.0,1208.9,1229.0,1207.6
+1992,2016-02-22,1210.1,155626.0,1208.0,1226.9,1202.5
+1993,2016-02-19,1230.8,168415.0,1231.2,1235.3,1220.6
+1994,2016-02-18,1226.3,173177.0,1209.5,1240.6,1201.3
+1995,2016-02-17,1211.4,156859.0,1201.9,1214.4,1196.2
+1996,2016-02-16,1208.2,319892.0,1209.4,1236.3,1191.5
+1997,2016-02-12,1239.4,33215.0,1236.3,1236.3,1215.0
+1998,2016-02-11,1247.8,345519.0,1197.5,1263.9,1196.3
+1999,2016-02-10,1194.6,159103.0,1189.7,1198.1,1181.6
+2000,2016-02-09,1198.6,180163.0,1189.4,1199.3,1185.9
+2001,2016-02-08,1197.9,232700.0,1174.0,1201.4,1164.5
+2002,2016-02-05,1157.7,206063.0,1155.7,1175.0,1145.5
+2003,2016-02-04,1157.5,168259.0,1156.7,1157.9,1139.7
+2004,2016-02-03,1141.3,181052.0,1129.4,1146.2,1124.8
+2005,2016-02-02,1127.2,107444.0,1128.8,1131.5,1122.6
+2006,2016-02-01,1128.0,109728.0,1118.0,1130.2,1115.3
+2007,2016-01-29,1116.4,126023.0,1114.8,1118.9,1108.5
+2008,2016-01-28,1116.1,146072.0,1115.7,1126.4,1110.2
+2009,2016-01-27,1116.3,124865.0,1120.2,1128.7,1115.2
+2010,2016-01-26,1120.6,89525.0,1109.4,1123.6,1107.7
+2011,2016-01-25,1105.3,148860.0,1097.8,1109.2,1097.6
+2012,2016-01-22,1096.3,133883.0,1101.6,1103.5,1094.4
+2013,2016-01-21,1098.2,170505.0,1100.9,1104.8,1092.5
+2014,2016-01-20,1106.2,183164.0,1087.3,1109.9,1087.1
+2015,2016-01-19,1089.1,154064.0,1089.0,1094.5,1082.1
+2016,2016-01-15,1090.7,8927.0,1089.3,1093.3,1089.0
+2017,2016-01-14,1073.6,168364.0,1093.6,1095.4,1071.1
+2018,2016-01-13,1087.1,146676.0,1086.8,1095.6,1079.4
+2019,2016-01-12,1085.2,161091.0,1094.0,1099.1,1083.1
+2020,2016-01-11,1096.2,185771.0,1103.6,1108.3,1093.1
+2021,2016-01-08,1097.9,183436.0,1108.8,1113.1,1091.8
+2022,2016-01-07,1107.8,203063.0,1093.7,1109.9,1091.1
+2023,2016-01-06,1091.9,179581.0,1076.8,1094.9,1074.4
+2024,2016-01-05,1078.4,99250.0,1073.5,1081.5,1071.9
+2025,2016-01-04,1075.2,151233.0,1061.5,1083.0,1061.0
+2026,2015-12-31,1060.2,53272.0,1060.6,1062.7,1056.5
+2027,2015-12-30,1059.8,5260.0,1068.2,1070.5,1059.8
+2028,2015-12-29,1068.0,5260.0,1068.2,1070.5,1067.7
+2029,2015-12-28,1068.3,66151.0,1068.6,1076.5,1065.7
+2031,2015-12-24,1075.9,47886.0,1069.6,1076.6,1069.5
+2032,2015-12-23,1068.3,64030.0,1069.5,1074.9,1067.6
+2033,2015-12-22,1074.1,74764.0,1070.8,1080.3,1071.2
+2034,2015-12-21,1080.6,9268.0,1078.0,1079.5,1075.4
+2035,2015-12-18,1065.0,115775.0,1051.5,1071.0,1050.0
+2036,2015-12-17,1049.6,157113.0,1072.2,1072.7,1046.8
+2037,2015-12-16,1076.8,135844.0,1060.3,1077.9,1060.2
+2038,2015-12-15,1061.6,109842.0,1060.4,1067.9,1057.4
+2039,2015-12-14,1063.4,114615.0,1073.0,1077.3,1058.1
+2040,2015-12-11,1075.7,147088.0,1071.4,1079.1,1061.7
+2041,2015-12-10,1072.0,95161.0,1071.7,1076.0,1068.8
+2042,2015-12-09,1076.5,135909.0,1074.3,1085.0,1068.7
+2043,2015-12-08,1075.3,120295.0,1069.7,1078.4,1066.8
+2044,2015-12-07,1075.2,104016.0,1085.5,1086.1,1065.0
+2045,2015-12-04,1084.1,199706.0,1062.0,1088.3,1057.2
+2046,2015-12-03,1061.2,166626.0,1053.5,1064.5,1045.4
+2047,2015-12-02,1053.8,117379.0,1067.9,1071.0,1049.4
+2048,2015-12-01,1063.5,115302.0,1064.6,1074.0,1062.6
+2049,2015-11-30,1065.3,105076.0,1056.0,1069.1,1052.2
+2050,2015-11-27,1056.2,175421.0,1071.0,1073.9,1051.6
+2052,2015-11-25,1069.7,9070.0,1070.6,1073.9,1068.7
+2053,2015-11-24,1073.3,69317.0,1067.6,1080.5,1067.6
+2054,2015-11-23,1066.6,67286.0,1072.7,1076.3,1065.4
+2055,2015-11-20,1076.3,143217.0,1079.7,1087.2,1074.9
+2056,2015-11-19,1077.9,169716.0,1079.5,1086.6,1068.3
+2057,2015-11-18,1068.7,144564.0,1070.2,1074.6,1062.0
+2058,2015-11-17,1068.6,171466.0,1082.4,1085.1,1064.4
+2059,2015-11-16,1083.6,146506.0,1087.9,1097.4,1080.5
+2060,2015-11-13,1080.9,126219.0,1083.5,1088.0,1078.2
+2061,2015-11-12,1081.0,193512.0,1085.4,1089.0,1073.0
+2062,2015-11-11,1084.9,158171.0,1088.5,1093.5,1083.2
+2063,2015-11-10,1088.5,137955.0,1089.0,1094.8,1084.0
+2064,2015-11-09,1088.1,133427.0,1089.1,1094.9,1087.4
+2065,2015-11-06,1087.7,183535.0,1103.2,1109.7,1084.5
+2066,2015-11-05,1104.2,130595.0,1103.6,1111.3,1102.2
+2067,2015-11-04,1106.2,147311.0,1117.4,1122.3,1105.6
+2068,2015-11-03,1114.1,144707.0,1132.9,1138.0,1113.6
+2069,2015-11-02,1135.9,98561.0,1141.3,1142.7,1132.2
+2070,2015-10-30,1141.4,110040.0,1146.6,1149.8,1138.4
+2071,2015-10-29,1147.3,142805.0,1156.1,1162.5,1144.2
+2072,2015-10-28,1176.1,177850.0,1166.7,1183.1,1152.1
+2073,2015-10-27,1165.8,85314.0,1163.0,1168.8,1160.5
+2074,2015-10-26,1166.2,79375.0,1163.8,1169.6,1162.0
+2075,2015-10-23,1162.8,145357.0,1165.9,1179.4,1158.6
+2076,2015-10-22,1166.1,113495.0,1166.8,1171.8,1161.4
+2077,2015-10-21,1167.1,115889.0,1175.5,1179.3,1163.2
+2078,2015-10-20,1177.5,116171.0,1170.6,1181.4,1167.2
+2079,2015-10-19,1172.8,102967.0,1176.9,1178.2,1168.3
+2080,2015-10-16,1183.1,102935.0,1182.5,1184.8,1174.3
+2081,2015-10-15,1187.5,181083.0,1184.0,1191.7,1173.9
+2082,2015-10-14,1179.8,182083.0,1168.2,1189.9,1162.5
+2083,2015-10-13,1165.4,130049.0,1162.8,1168.6,1151.3
+2084,2015-10-12,1164.5,106716.0,1155.0,1168.6,1154.3
+2085,2015-10-09,1155.9,129925.0,1138.1,1159.3,1138.0
+2086,2015-10-08,1144.3,116155.0,1145.0,1150.9,1135.9
+2087,2015-10-07,1148.7,108785.0,1146.5,1153.6,1141.3
+2088,2015-10-06,1146.4,116671.0,1134.7,1151.0,1134.5
+2089,2015-10-05,1137.6,110483.0,1137.0,1141.6,1129.6
+2090,2015-10-02,1136.6,178784.0,1112.5,1140.9,1103.8
+2091,2015-10-01,1113.7,76984.0,1114.5,1118.5,1110.3
+2092,2015-09-30,1115.2,148341.0,1127.2,1127.7,1110.8
+2093,2015-09-29,1126.8,100406.0,1131.4,1134.3,1123.5
+2094,2015-09-28,1131.7,137003.0,1145.0,1147.8,1127.3
+2095,2015-09-25,1145.6,134782.0,1151.0,1151.1,1140.1
+2096,2015-09-24,1153.8,200068.0,1130.0,1156.4,1129.5
+2097,2015-09-23,1131.5,89262.0,1123.8,1134.0,1121.1
+2098,2015-09-22,1124.8,109509.0,1132.6,1136.1,1120.5
+2099,2015-09-21,1132.8,84042.0,1138.7,1139.4,1128.7
+2100,2015-09-18,1137.8,142108.0,1130.0,1141.5,1126.9
+2101,2015-09-17,1117.0,135687.0,1118.7,1136.0,1114.7
+2102,2015-09-16,1119.0,123877.0,1104.4,1123.7,1103.0
+2103,2015-09-15,1102.6,75109.0,1107.1,1108.5,1101.5
+2104,2015-09-14,1107.7,71350.0,1107.0,1109.8,1102.6
+2105,2015-09-11,1103.3,111507.0,1110.2,1111.9,1097.7
+2106,2015-09-10,1109.3,117042.0,1105.7,1114.1,1102.5
+2107,2015-09-09,1102.0,161609.0,1121.0,1124.7,1100.1
+2108,2015-09-08,1121.0,135811.0,1118.1,1126.0,1114.7
+2110,2015-09-04,1121.4,9777.0,1123.0,1124.1,1117.0
+2111,2015-09-03,1124.5,102488.0,1133.2,1133.8,1121.0
+2112,2015-09-02,1133.6,106996.0,1139.0,1141.9,1131.2
+2113,2015-09-01,1139.8,124773.0,1133.8,1147.3,1133.8
+2114,2015-08-31,1132.5,93050.0,1132.7,1136.3,1125.0
+2115,2015-08-28,1134.0,141784.0,1124.4,1140.3,1123.1
+2116,2015-08-27,1122.6,119691.0,1124.4,1131.7,1117.0
+2117,2015-08-26,1124.6,194126.0,1139.9,1146.0,1116.9
+2118,2015-08-25,1138.3,188989.0,1155.7,1156.3,1134.0
+2119,2015-08-24,1153.6,255624.0,1160.2,1169.8,1145.1
+2120,2015-08-21,1159.6,189582.0,1153.3,1167.9,1148.5
+2121,2015-08-20,1153.2,174797.0,1133.3,1153.7,1132.1
+2122,2015-08-19,1127.9,146994.0,1117.2,1134.3,1115.5
+2123,2015-08-18,1116.9,116442.0,1117.2,1120.4,1108.5
+2124,2015-08-17,1118.4,88129.0,1113.5,1122.2,1112.9
+2125,2015-08-14,1112.7,100681.0,1114.6,1120.4,1111.1
+2126,2015-08-13,1115.6,125318.0,1125.2,1126.3,1112.8
+2127,2015-08-12,1123.6,184025.0,1108.2,1125.5,1101.1
+2128,2015-08-11,1107.7,186562.0,1103.8,1119.1,1093.3
+2129,2015-08-10,1104.1,142965.0,1094.0,1108.5,1089.0
+2130,2015-08-07,1094.1,165051.0,1088.8,1098.9,1081.4
+2131,2015-08-06,1090.1,90012.0,1084.1,1093.3,1082.7
+2132,2015-08-05,1085.6,110005.0,1087.3,1091.7,1082.0
+2133,2015-08-04,1090.7,108848.0,1087.5,1094.4,1080.2
+2134,2015-08-03,1089.4,102779.0,1095.1,1098.0,1085.1
+2135,2015-07-31,1095.1,166766.0,1087.7,1103.0,1079.2
+2136,2015-07-30,1088.7,155535.0,1096.6,1098.2,1081.5
+2137,2015-07-29,1093.3,107835.0,1094.8,1101.5,1089.8
+2138,2015-07-28,1096.7,75543.0,1094.2,1098.7,1091.1
+2139,2015-07-27,1096.9,53257.0,1098.2,1104.9,1088.0
+2140,2015-07-24,1085.5,237901.0,1089.5,1100.9,1072.3
+2141,2015-07-23,1094.1,194839.0,1093.4,1104.9,1086.1
+2142,2015-07-22,1091.5,170919.0,1100.1,1102.3,1085.6
+2143,2015-07-21,1103.5,163597.0,1098.0,1108.8,1095.9
+2144,2015-07-20,1106.8,250336.0,1095.0,1132.5,1080.0
+2145,2015-07-17,1131.9,149622.0,1144.3,1144.5,1129.6
+2146,2015-07-16,1143.9,118613.0,1146.2,1148.2,1140.6
+2147,2015-07-15,1147.4,141077.0,1153.9,1155.8,1141.9
+2148,2015-07-14,1153.5,103814.0,1157.0,1159.1,1151.8
+2149,2015-07-13,1155.4,118607.0,1162.3,1163.9,1149.8
+2150,2015-07-10,1157.9,106510.0,1158.7,1164.5,1156.4
+2151,2015-07-09,1159.2,122563.0,1157.5,1166.9,1155.1
+2152,2015-07-08,1163.5,159002.0,1154.0,1163.8,1145.9
+2153,2015-07-07,1152.6,190168.0,1168.8,1170.0,1146.8
+2154,2015-07-06,1173.2,100581.0,1173.2,1174.4,1161.9
+2156,2015-07-02,1163.5,480.0,1165.2,1165.6,1163.7
+2157,2015-07-01,1169.3,90598.0,1172.4,1174.4,1166.7
+2158,2015-06-30,1171.8,139830.0,1179.8,1180.0,1165.4
+2159,2015-06-29,1179.0,136394.0,1182.5,1187.6,1173.2
+2160,2015-06-26,1173.2,99904.0,1172.5,1178.0,1167.1
+2161,2015-06-25,1171.8,80598.0,1174.1,1177.3,1170.5
+2162,2015-06-24,1172.9,110046.0,1177.6,1179.7,1168.1
+2163,2015-06-23,1176.6,106625.0,1185.3,1187.7,1175.6
+2164,2015-06-22,1184.1,116780.0,1199.7,1200.8,1181.6
+2165,2015-06-19,1201.9,79570.0,1201.8,1204.0,1198.0
+2166,2015-06-18,1202.0,174738.0,1184.2,1205.7,1183.1
+2167,2015-06-17,1176.8,96054.0,1181.1,1188.8,1173.9
+2168,2015-06-16,1180.9,93967.0,1185.3,1187.4,1175.4
+2169,2015-06-15,1185.8,124584.0,1180.0,1190.2,1171.9
+2170,2015-06-12,1179.2,80500.0,1180.8,1183.7,1175.6
+2171,2015-06-11,1180.4,101075.0,1185.7,1187.4,1174.8
+2172,2015-06-10,1186.6,116677.0,1175.8,1191.8,1174.3
+2173,2015-06-09,1177.6,87429.0,1173.2,1182.3,1171.8
+2174,2015-06-08,1173.6,100756.0,1170.8,1177.1,1168.5
+2175,2015-06-05,1168.1,142628.0,1176.5,1178.0,1162.1
+2176,2015-06-04,1175.2,144559.0,1185.8,1186.6,1172.4
+2177,2015-06-03,1184.9,117094.0,1193.8,1195.6,1179.1
+2178,2015-06-02,1194.4,106711.0,1189.5,1196.4,1185.8
+2179,2015-06-01,1188.7,162133.0,1189.8,1204.7,1184.0
+2180,2015-05-29,1189.8,97474.0,1188.1,1194.4,1186.0
+2181,2015-05-28,1188.8,141607.0,1188.0,1192.8,1180.2
+2182,2015-05-27,1186.5,139297.0,1187.5,1191.3,1183.9
+2183,2015-05-26,1187.8,91910.0,1207.3,1208.9,1185.6
+2185,2015-05-22,1204.0,138192.0,1206.0,1214.6,1201.0
+2186,2015-05-21,1204.1,116552.0,1209.4,1212.4,1201.0
+2187,2015-05-20,1208.7,119129.0,1207.7,1213.2,1202.7
+2188,2015-05-19,1206.7,167820.0,1225.4,1225.5,1205.1
+2189,2015-05-18,1227.6,112075.0,1225.4,1232.0,1221.2
+2190,2015-05-15,1225.3,128557.0,1220.9,1225.8,1210.6
+2191,2015-05-14,1225.2,162990.0,1215.0,1227.7,1211.9
+2192,2015-05-13,1218.2,225506.0,1192.5,1218.5,1190.4
+2193,2015-05-12,1192.4,133063.0,1182.5,1196.3,1179.7
+2194,2015-05-11,1183.0,123351.0,1189.0,1190.9,1178.0
+2195,2015-05-08,1188.9,134106.0,1183.7,1193.0,1180.5
+2196,2015-05-07,1182.2,127213.0,1191.3,1192.0,1177.9
+2197,2015-05-06,1190.3,103539.0,1192.5,1196.9,1187.4
+2198,2015-05-05,1193.2,105898.0,1187.5,1199.3,1184.9
+2199,2015-05-04,1186.8,104106.0,1176.6,1192.1,1176.6
+2200,2015-05-01,1174.5,112452.0,1183.7,1184.4,1168.4
+2201,2015-04-30,1182.4,196278.0,1204.5,1207.4,1176.0
+2202,2015-04-29,1210.0,134603.0,1211.4,1213.5,1200.7
+2203,2015-04-28,1213.9,145628.0,1201.6,1214.9,1198.6
+2204,2015-04-27,1203.2,195125.0,1179.3,1206.7,1177.6
+2205,2015-04-24,1175.0,149522.0,1193.0,1195.4,1174.1
+2206,2015-04-23,1194.3,110608.0,1186.9,1197.4,1183.6
+2207,2015-04-22,1186.9,146503.0,1202.2,1204.4,1185.0
+2208,2015-04-21,1203.1,97120.0,1195.8,1203.7,1192.5
+2209,2015-04-20,1193.7,126703.0,1204.4,1209.0,1190.8
+2210,2015-04-17,1203.1,107912.0,1198.6,1207.8,1197.0
+2211,2015-04-16,1198.0,151984.0,1201.8,1208.8,1194.3
+2212,2015-04-15,1201.3,123923.0,1192.2,1204.4,1188.3
+2213,2015-04-14,1192.6,153692.0,1198.8,1201.3,1183.5
+2214,2015-04-13,1199.3,105226.0,1207.2,1209.3,1196.1
+2215,2015-04-10,1204.6,116251.0,1193.8,1210.6,1192.9
+2216,2015-04-09,1193.6,104647.0,1202.6,1203.3,1192.4
+2217,2015-04-08,1203.1,112371.0,1208.7,1212.5,1197.4
+2218,2015-04-07,1210.6,80561.0,1208.6,1215.9,1207.5
+2219,2015-04-06,1218.6,101351.0,1212.6,1224.5,1212.6
+2221,2015-04-02,1200.9,108884.0,1204.3,1207.4,1194.8
+2222,2015-04-01,1208.2,141610.0,1183.2,1208.7,1180.5
+2223,2015-03-31,1183.2,112462.0,1185.5,1190.6,1178.2
+2224,2015-03-30,1185.3,122724.0,1198.6,1199.6,1182.2
+2225,2015-03-27,1200.7,128583.0,1204.6,1206.6,1192.6
+2226,2015-03-26,1205.7,112028.0,1196.1,1220.4,1194.8
+2227,2015-03-25,1197.0,171373.0,1192.5,1199.3,1186.1
+2228,2015-03-24,1191.4,153651.0,1188.5,1194.5,1184.7
+2229,2015-03-23,1187.7,157085.0,1183.2,1191.0,1178.6
+2230,2015-03-20,1184.6,155233.0,1170.4,1187.4,1167.9
+2231,2015-03-19,1169.0,150727.0,1166.1,1177.0,1158.6
+2232,2015-03-18,1151.3,180295.0,1148.1,1175.1,1144.9
+2233,2015-03-17,1148.2,149286.0,1153.7,1159.3,1141.6
+2234,2015-03-16,1153.2,114195.0,1157.9,1163.3,1149.3
+2235,2015-03-13,1152.4,113141.0,1152.6,1160.9,1150.4
+2236,2015-03-12,1151.9,151499.0,1153.7,1165.7,1147.5
+2237,2015-03-11,1150.6,152874.0,1161.1,1164.3,1146.5
+2238,2015-03-10,1160.1,170223.0,1165.6,1169.6,1153.8
+2239,2015-03-09,1166.5,112018.0,1169.6,1174.4,1164.8
+2240,2015-03-06,1164.3,204043.0,1197.5,1200.0,1162.9
+2241,2015-03-05,1196.2,125564.0,1200.2,1208.9,1195.8
+2242,2015-03-04,1200.9,99539.0,1203.8,1208.4,1197.7
+2243,2015-03-03,1204.4,146874.0,1206.1,1214.4,1194.6
+2244,2015-03-02,1208.2,128222.0,1213.8,1223.0,1204.2
+2245,2015-02-27,1213.1,107382.0,1208.8,1219.2,1204.1
+2246,2015-02-26,1210.1,122100.0,1203.9,1219.9,1203.4
+2247,2015-02-25,1201.5,97588.0,1200.8,1211.7,1200.7
+2248,2015-02-24,1197.3,109440.0,1201.9,1204.4,1190.0
+2249,2015-02-23,1200.8,108517.0,1203.5,1210.3,1190.6
+2250,2015-02-20,1204.9,103062.0,1208.0,1215.3,1197.7
+2251,2015-02-19,1207.6,105113.0,1209.0,1222.9,1205.2
+2252,2015-02-18,1200.2,114178.0,1209.3,1213.4,1197.2
+2253,2015-02-17,1208.6,172721.0,1230.9,1236.7,1203.3
+2255,2015-02-13,1227.1,90256.0,1223.0,1234.9,1222.5
+2256,2015-02-12,1220.7,103350.0,1222.9,1232.8,1218.0
+2257,2015-02-11,1219.6,109012.0,1234.1,1238.7,1216.5
+2258,2015-02-10,1232.2,92110.0,1238.3,1245.9,1230.6
+2259,2015-02-09,1241.5,86101.0,1235.9,1243.6,1234.4
+2260,2015-02-06,1234.6,189154.0,1266.4,1269.0,1228.2
+2261,2015-02-05,1262.7,105045.0,1270.4,1274.6,1256.1
+2262,2015-02-04,1264.5,127140.0,1261.5,1273.3,1256.9
+2263,2015-02-03,1260.3,166935.0,1275.6,1286.5,1255.8
+2264,2015-02-02,1276.9,111408.0,1283.0,1283.9,1266.5
+2265,2015-01-30,1279.2,156292.0,1259.0,1285.4,1257.5
+2266,2015-01-29,1255.9,233577.0,1284.0,1286.6,1252.1
+2267,2015-01-28,1287.2,140642.0,1293.5,1294.6,1280.2
+2268,2015-01-27,1292.9,84273.0,1281.9,1298.6,1273.0
+2269,2015-01-26,1279.4,157859.0,1292.8,1299.2,1275.6
+2270,2015-01-23,1292.6,140604.0,1301.5,1302.9,1284.3
+2271,2015-01-22,1300.7,198887.0,1293.7,1307.8,1279.1
+2272,2015-01-21,1293.7,195098.0,1295.3,1307.0,1284.6
+2273,2015-01-20,1294.2,231185.0,1276.3,1297.2,1272.1
+2275,2015-01-16,1276.9,204198.0,1263.5,1282.4,1255.2
+2276,2015-01-15,1264.8,272750.0,1229.7,1267.2,1226.1
+2277,2015-01-14,1234.5,184208.0,1231.2,1244.6,1224.9
+2278,2015-01-13,1234.4,168374.0,1233.1,1244.5,1227.4
+2279,2015-01-12,1232.8,132313.0,1223.0,1236.0,1217.5
+2280,2015-01-09,1216.1,148809.0,1208.9,1224.0,1207.0
+2281,2015-01-08,1208.5,113091.0,1211.0,1216.8,1204.2
+2282,2015-01-07,1210.7,111150.0,1219.0,1219.4,1209.1
+2283,2015-01-06,1219.4,180653.0,1204.0,1223.3,1201.6
+2284,2015-01-05,1204.0,142942.0,1187.8,1207.5,1177.8
+2285,2015-01-02,1186.2,112280.0,1184.0,1194.9,1167.3
+2287,2014-12-31,1184.1,67231.0,1199.8,1203.9,1179.5
+2288,2014-12-30,1200.4,131961.0,1182.9,1210.9,1180.5
+2289,2014-12-29,1181.9,78521.0,1194.9,1197.5,1178.6
+2290,2014-12-26,1195.3,65571.0,1175.2,1199.1,1175.2
+2292,2014-12-24,1173.5,40192.0,1176.8,1181.2,1172.7
+2293,2014-12-23,1178.0,92893.0,1176.1,1184.9,1172.4
+2294,2014-12-22,1179.8,122922.0,1196.0,1203.6,1170.7
+2295,2014-12-19,1196.0,68747.0,1198.0,1201.5,1193.2
+2296,2014-12-18,1194.8,129127.0,1189.4,1213.9,1188.5
+2297,2014-12-17,1194.5,154962.0,1195.3,1203.1,1182.0
+2298,2014-12-16,1194.3,221571.0,1195.4,1223.9,1187.8
+2299,2014-12-15,1207.7,145843.0,1222.0,1225.0,1191.3
+2300,2014-12-12,1222.5,116467.0,1227.9,1228.9,1214.8
+2301,2014-12-11,1225.6,136860.0,1226.2,1233.4,1216.4
+2302,2014-12-10,1229.4,135569.0,1231.2,1238.9,1225.2
+2303,2014-12-09,1232.0,228024.0,1203.8,1239.0,1199.5
+2304,2014-12-08,1194.9,99059.0,1191.2,1209.3,1187.3
+2305,2014-12-05,1190.4,144926.0,1205.9,1208.5,1186.4
+2306,2014-12-04,1207.7,111730.0,1209.3,1213.5,1201.1
+2307,2014-12-03,1208.7,133221.0,1197.6,1215.0,1193.5
+2308,2014-12-02,1199.4,156062.0,1212.6,1212.6,1191.4
+2309,2014-12-01,1218.1,327764.0,1159.4,1221.0,1141.7
+2310,2014-11-28,1175.5,240723.0,1189.8,1199.3,1163.9
+2312,2014-11-26,1197.5,390.0,1201.6,1198.0,1195.9
+2313,2014-11-25,1197.8,119619.0,1198.2,1203.0,1190.0
+2314,2014-11-24,1196.6,69118.0,1200.7,1204.5,1192.8
+2315,2014-11-21,1197.7,192712.0,1194.0,1207.6,1186.1
+2316,2014-11-20,1190.9,179855.0,1183.1,1196.6,1176.2
+2317,2014-11-19,1193.9,259726.0,1196.5,1201.7,1173.9
+2318,2014-11-18,1197.1,162294.0,1185.6,1204.1,1182.7
+2319,2014-11-17,1183.5,190706.0,1185.5,1193.6,1180.8
+2320,2014-11-14,1185.6,283691.0,1161.8,1192.9,1146.0
+2321,2014-11-13,1161.5,182262.0,1161.1,1167.4,1153.0
+2322,2014-11-12,1159.1,176818.0,1163.0,1169.4,1156.5
+2323,2014-11-11,1163.0,177153.0,1151.5,1172.5,1145.5
+2324,2014-11-10,1159.8,191823.0,1176.8,1177.5,1146.7
+2325,2014-11-07,1169.8,287074.0,1141.2,1179.0,1130.4
+2326,2014-11-06,1142.6,156991.0,1140.8,1149.0,1137.2
+2327,2014-11-05,1145.7,248355.0,1168.4,1169.3,1137.1
+2328,2014-11-04,1167.7,128618.0,1164.6,1175.0,1163.4
+2329,2014-11-03,1169.8,123328.0,1171.1,1173.4,1161.0
+2330,2014-10-31,1171.6,284628.0,1174.2,1202.4,1160.5
+2331,2014-10-30,1198.6,199565.0,1211.2,1216.5,1195.5
+2332,2014-10-29,1224.9,125790.0,1227.8,1230.4,1208.2
+2333,2014-10-28,1229.4,117653.0,1225.8,1235.5,1222.2
+2334,2014-10-27,1229.3,76013.0,1230.6,1232.1,1225.2
+2335,2014-10-24,1231.8,87609.0,1233.5,1234.7,1228.7
+2336,2014-10-23,1229.1,133022.0,1241.7,1244.9,1226.3
+2337,2014-10-22,1245.5,104839.0,1248.9,1250.2,1240.7
+2338,2014-10-21,1251.7,143007.0,1246.8,1255.6,1245.7
+2339,2014-10-20,1244.7,89814.0,1239.1,1249.3,1234.9
+2340,2014-10-17,1239.0,111015.0,1239.5,1242.1,1232.0
+2341,2014-10-16,1241.2,175162.0,1242.2,1245.6,1235.2
+2342,2014-10-15,1244.8,250999.0,1233.3,1250.3,1222.0
+2343,2014-10-14,1234.3,107239.0,1237.3,1238.6,1231.1
+2344,2014-10-13,1230.0,117007.0,1224.8,1238.0,1223.6
+2345,2014-10-10,1221.7,112422.0,1224.0,1225.7,1217.6
+2346,2014-10-09,1225.3,157170.0,1221.1,1234.0,1219.3
+2347,2014-10-08,1206.0,181661.0,1209.8,1224.5,1205.1
+2348,2014-10-07,1212.4,135364.0,1207.8,1214.1,1203.0
+2349,2014-10-06,1207.3,139665.0,1192.0,1209.9,1183.3
+2350,2014-10-03,1192.9,179606.0,1213.9,1215.7,1190.3
+2351,2014-10-02,1215.1,142807.0,1213.4,1224.0,1209.1
+2352,2014-10-01,1215.5,139735.0,1209.4,1220.0,1205.0
+2353,2014-09-30,1211.6,174232.0,1215.7,1220.7,1204.3
+2354,2014-09-29,1218.8,100175.0,1219.1,1223.9,1215.3
+2355,2014-09-26,1215.4,140910.0,1222.1,1232.7,1212.8
+2356,2014-09-25,1221.9,174079.0,1217.3,1225.3,1206.6
+2357,2014-09-24,1219.5,126788.0,1223.2,1226.7,1216.2
+2358,2014-09-23,1222.0,147771.0,1214.9,1237.0,1214.7
+2359,2014-09-22,1217.9,129276.0,1216.4,1221.0,1208.8
+2360,2014-09-19,1216.6,169456.0,1225.6,1229.2,1214.2
+2361,2014-09-18,1226.9,139959.0,1223.1,1228.7,1216.3
+2362,2014-09-17,1235.9,125796.0,1235.3,1240.5,1222.0
+2363,2014-09-16,1236.7,118971.0,1233.2,1243.2,1232.2
+2364,2014-09-15,1235.1,90966.0,1228.3,1239.2,1226.3
+2365,2014-09-12,1231.5,132948.0,1240.9,1242.3,1228.1
+2366,2014-09-11,1239.0,149214.0,1249.8,1251.0,1235.3
+2367,2014-09-10,1245.3,132235.0,1256.2,1258.5,1244.5
+2368,2014-09-09,1248.5,121217.0,1257.1,1258.9,1248.1
+2369,2014-09-08,1254.3,107957.0,1269.5,1272.6,1252.1
+2370,2014-09-05,1267.3,99917.0,1261.7,1274.8,1258.0
+2371,2014-09-04,1266.5,141572.0,1269.8,1279.2,1261.3
+2372,2014-09-03,1270.3,99369.0,1266.7,1272.4,1261.9
+2373,2014-09-02,1265.0,175680.0,1288.4,1290.9,1263.1
+2375,2014-08-29,1287.4,71025.0,1290.4,1292.5,1284.1
+2376,2014-08-28,1290.4,105911.0,1283.7,1297.6,1283.0
+2377,2014-08-27,1283.4,63763.0,1281.6,1288.2,1280.9
+2378,2014-08-26,1285.2,98932.0,1277.4,1291.9,1275.7
+2379,2014-08-25,1278.9,50763.0,1280.8,1281.6,1275.0
+2380,2014-08-22,1280.2,86655.0,1278.2,1283.9,1274.6
+2381,2014-08-21,1275.4,131952.0,1279.5,1292.0,1273.4
+2382,2014-08-20,1295.2,79933.0,1297.2,1299.3,1288.7
+2383,2014-08-19,1296.7,74127.0,1298.6,1303.7,1294.7
+2384,2014-08-18,1299.3,72640.0,1304.2,1304.9,1296.5
+2385,2014-08-15,1306.2,182579.0,1313.4,1316.5,1293.0
+2386,2014-08-14,1315.7,99903.0,1313.4,1321.8,1310.0
+2387,2014-08-13,1314.5,95280.0,1309.6,1316.4,1306.0
+2388,2014-08-12,1310.6,95741.0,1309.2,1319.3,1306.8
+2389,2014-08-11,1310.5,60601.0,1310.4,1312.9,1306.4
+2390,2014-08-08,1311.0,143432.0,1314.5,1324.3,1305.7
+2391,2014-08-07,1312.5,117073.0,1306.6,1316.4,1303.0
+2392,2014-08-06,1308.2,147308.0,1288.9,1311.0,1288.5
+2393,2014-08-05,1285.3,95648.0,1289.2,1295.0,1283.3
+2394,2014-08-04,1288.9,62664.0,1295.4,1296.4,1287.0
+2395,2014-08-01,1294.8,130480.0,1284.2,1298.4,1281.0
+2396,2014-07-31,1282.8,126684.0,1297.0,1298.8,1281.3
+2397,2014-07-30,1296.9,123138.0,1300.5,1305.2,1293.2
+2398,2014-07-29,1300.5,134585.0,1306.7,1314.6,1298.0
+2399,2014-07-28,1305.8,56826.0,1309.2,1311.4,1303.3
+2400,2014-07-25,1305.3,40213.0,1296.0,1311.0,1293.0
+2401,2014-07-24,1292.7,31853.0,1306.7,1307.0,1289.4
+2402,2014-07-23,1306.5,18529.0,1309.2,1313.3,1305.3
+2403,2014-07-22,1308.0,14296.0,1314.8,1318.0,1304.2
+2404,2014-07-21,1315.5,17260.0,1312.2,1320.4,1309.7
+2405,2014-07-18,1309.4,116687.0,1319.1,1325.5,1305.0
+2406,2014-07-17,1316.9,170360.0,1300.3,1325.9,1298.1
+2407,2014-07-16,1299.8,109418.0,1295.2,1304.2,1293.5
+2408,2014-07-15,1297.1,169612.0,1309.1,1314.4,1292.6
+2409,2014-07-14,1306.7,199973.0,1339.5,1340.9,1302.2
+2410,2014-07-11,1337.4,88470.0,1336.5,1340.4,1334.6
+2411,2014-07-10,1339.2,167391.0,1325.0,1346.8,1325.0
+2412,2014-07-09,1324.3,155101.0,1320.4,1333.4,1318.7
+2413,2014-07-08,1316.5,126706.0,1320.8,1325.7,1314.3
+2414,2014-07-07,1317.0,79110.0,1321.4,1321.7,1312.1
+2416,2014-07-03,1320.6,980.0,1321.1,1321.5,1319.8
+2417,2014-07-02,1330.9,108835.0,1327.1,1333.2,1322.1
+2418,2014-07-01,1326.6,113226.0,1327.5,1334.9,1324.0
+2419,2014-06-30,1322.0,117728.0,1316.8,1330.4,1311.0
+2420,2014-06-27,1320.0,95604.0,1317.1,1323.1,1313.2
+2421,2014-06-26,1317.0,124778.0,1318.7,1320.6,1306.8
+2422,2014-06-25,1322.6,128616.0,1318.9,1325.6,1305.4
+2423,2014-06-24,1321.3,113091.0,1318.1,1326.6,1314.5
+2424,2014-06-23,1318.4,99633.0,1314.9,1319.2,1310.4
+2425,2014-06-20,1316.6,152257.0,1320.3,1322.5,1307.1
+2426,2014-06-19,1314.1,224721.0,1278.2,1322.0,1276.2
+2427,2014-06-18,1272.7,85688.0,1272.1,1279.2,1266.5
+2428,2014-06-17,1272.0,108934.0,1271.8,1273.5,1258.0
+2429,2014-06-16,1275.3,94811.0,1276.8,1285.1,1270.5
+2430,2014-06-13,1274.1,81163.0,1273.4,1278.1,1270.9
+2431,2014-06-12,1274.0,114014.0,1261.1,1275.1,1260.0
+2432,2014-06-11,1261.2,73562.0,1260.3,1265.5,1257.9
+2433,2014-06-10,1260.1,100191.0,1252.7,1263.8,1250.1
+2434,2014-06-09,1253.9,51490.0,1253.0,1257.3,1251.6
+2435,2014-06-06,1252.5,109929.0,1253.7,1258.2,1245.7
+2436,2014-06-05,1253.3,119944.0,1244.3,1257.9,1241.2
+2437,2014-06-04,1244.3,72171.0,1244.9,1249.5,1242.8
+2438,2014-06-03,1244.5,85769.0,1244.1,1247.9,1240.2
+2439,2014-06-02,1244.0,87845.0,1250.5,1251.0,1241.1
+2440,2014-05-30,1246.0,127954.0,1255.9,1260.6,1242.2
+2441,2014-05-29,1257.1,133780.0,1259.2,1261.5,1251.4
+2442,2014-05-28,1259.7,124675.0,1264.0,1267.5,1256.1
+2443,2014-05-27,1265.7,88048.0,1293.5,1294.7,1263.4
+2445,2014-05-23,1291.9,77183.0,1294.4,1295.9,1286.7
+2446,2014-05-22,1295.2,18760.0,1292.1,1304.1,1290.5
+2447,2014-05-21,1288.1,123195.0,1294.4,1296.3,1282.9
+2448,2014-05-20,1294.6,123097.0,1293.0,1297.2,1286.0
+2449,2014-05-19,1293.8,104869.0,1293.0,1305.7,1289.5
+2450,2014-05-16,1293.4,103938.0,1296.4,1298.3,1287.7
+2451,2014-05-15,1293.6,142454.0,1305.5,1307.3,1290.9
+2452,2014-05-14,1305.9,113527.0,1293.9,1309.2,1291.6
+2453,2014-05-13,1294.8,117087.0,1296.0,1299.0,1289.1
+2454,2014-05-12,1295.8,126248.0,1289.8,1304.5,1277.7
+2455,2014-05-09,1287.6,103679.0,1289.6,1294.5,1285.5
+2456,2014-05-08,1287.7,113708.0,1289.8,1295.5,1284.8
+2457,2014-05-07,1288.9,167867.0,1307.9,1315.0,1286.6
+2458,2014-05-06,1308.6,100069.0,1309.7,1314.3,1304.4
+2459,2014-05-05,1309.3,111036.0,1300.9,1315.8,1299.7
+2460,2014-05-02,1302.9,165807.0,1284.7,1304.9,1272.0
+2461,2014-05-01,1283.4,110658.0,1291.9,1293.0,1277.3
+2462,2014-04-30,1295.9,135540.0,1295.6,1298.4,1284.9
+2463,2014-04-29,1296.3,98134.0,1296.0,1302.0,1286.1
+2464,2014-04-28,1299.0,95970.0,1303.2,1306.6,1292.1
+2465,2014-04-25,1300.8,103095.0,1293.8,1305.2,1290.4
+2466,2014-04-24,1290.6,181613.0,1283.9,1299.0,1268.4
+2467,2014-04-23,1284.6,94896.0,1284.0,1289.1,1280.8
+2468,2014-04-22,1281.1,111970.0,1290.3,1293.1,1275.8
+2469,2014-04-21,1288.5,97714.0,1294.9,1302.5,1281.8
+2471,2014-04-17,1293.9,91061.0,1302.1,1304.4,1292.8
+2472,2014-04-16,1303.5,110052.0,1303.2,1307.1,1293.5
+2473,2014-04-15,1300.3,176565.0,1290.5,1328.4,1284.4
+2474,2014-04-14,1327.5,94712.0,1321.0,1331.4,1318.7
+2475,2014-04-11,1319.0,84126.0,1318.1,1324.2,1314.0
+2476,2014-04-10,1320.5,118683.0,1311.9,1324.9,1311.0
+2477,2014-04-09,1305.9,120700.0,1308.5,1315.5,1301.1
+2478,2014-04-08,1309.1,111942.0,1296.8,1314.7,1296.8
+2479,2014-04-07,1298.3,72983.0,1304.0,1304.8,1295.8
+2480,2014-04-04,1303.5,127900.0,1286.6,1307.5,1284.4
+2481,2014-04-03,1284.6,95566.0,1290.4,1294.2,1281.9
+2482,2014-04-02,1290.8,117467.0,1279.6,1294.9,1278.9
+2483,2014-04-01,1280.0,102814.0,1284.6,1288.4,1277.4
+2484,2014-03-31,1283.8,126180.0,1295.0,1299.3,1282.7
+2485,2014-03-28,1294.3,161938.0,1292.3,1299.4,1286.1
+2486,2014-03-27,1294.8,127230.0,1305.2,1307.5,1289.7
+2487,2014-03-26,1303.4,49136.0,1312.0,1317.0,1299.4
+2488,2014-03-25,1311.4,42956.0,1309.2,1317.7,1305.9
+2489,2014-03-24,1311.1,43646.0,1310.3,1335.6,1308.4
+2490,2014-03-21,1336.0,50231.0,1330.2,1343.2,1329.0
+2491,2014-03-20,1330.5,159982.0,1331.7,1335.3,1320.8
+2492,2014-03-19,1341.3,186381.0,1331.2,1360.2,1327.8
+2493,2014-03-18,1359.0,152400.0,1356.6,1367.9,1351.1
+2494,2014-03-17,1372.9,147056.0,1383.1,1392.6,1361.9
+2495,2014-03-14,1379.0,176638.0,1370.9,1388.4,1368.2
+2496,2014-03-13,1372.4,169978.0,1367.8,1375.7,1364.9
+2497,2014-03-12,1370.5,211485.0,1348.8,1371.3,1345.6
+2498,2014-03-11,1346.7,145527.0,1339.5,1353.0,1337.8
+2499,2014-03-10,1341.5,120938.0,1340.8,1344.9,1327.5
+2500,2014-03-07,1338.2,173637.0,1350.7,1353.2,1326.6
+2501,2014-03-06,1351.8,133481.0,1337.0,1353.9,1331.3
+2502,2014-03-05,1340.3,91934.0,1334.8,1342.0,1332.7
+2503,2014-03-04,1337.9,130176.0,1350.0,1352.9,1331.2
+2504,2014-03-03,1350.3,153906.0,1332.4,1355.0,1330.7
+2505,2014-02-28,1321.6,127886.0,1331.3,1333.6,1319.3
+2506,2014-02-27,1331.8,115418.0,1329.5,1336.4,1324.0
+2507,2014-02-26,1328.0,142780.0,1341.3,1345.6,1322.3
+2508,2014-02-25,1342.7,120790.0,1336.4,1343.8,1331.2
+2509,2014-02-24,1338.0,122318.0,1336.0,1339.2,1318.7
+2510,2014-02-21,1323.6,102130.0,1323.0,1328.8,1315.9
+2511,2014-02-20,1316.9,121375.0,1322.4,1325.3,1307.1
+2512,2014-02-19,1320.4,106195.0,1322.0,1323.0,1308.9
+2513,2014-02-18,1324.4,172646.0,1329.0,1332.4,1312.3
+2515,2014-02-14,1318.6,139926.0,1302.2,1321.5,1299.9
+2516,2014-02-13,1300.1,116071.0,1290.8,1303.0,1286.2
+2517,2014-02-12,1295.0,104754.0,1290.1,1296.4,1283.9
+2518,2014-02-11,1289.8,146167.0,1274.2,1294.4,1273.5
+2519,2014-02-10,1274.7,90391.0,1265.4,1277.8,1264.7
+2520,2014-02-07,1262.9,128223.0,1256.9,1272.0,1255.5
+2521,2014-02-06,1257.2,84600.0,1257.7,1267.5,1252.5
+2522,2014-02-05,1256.9,122164.0,1254.2,1274.5,1251.8
+2523,2014-02-04,1251.2,86988.0,1257.9,1260.7,1246.8
+2524,2014-02-03,1259.9,120942.0,1242.0,1266.1,1240.4
+2525,2014-01-31,1239.8,111168.0,1244.0,1254.8,1238.2
+2526,2014-01-30,1242.5,155053.0,1267.2,1267.8,1237.5
+2527,2014-01-29,1262.2,115459.0,1255.8,1270.7,1248.3
+2528,2014-01-28,1250.5,81426.0,1254.9,1261.9,1248.0
+2529,2014-01-27,1263.5,63419.0,1269.9,1280.1,1252.0
+2530,2014-01-24,1264.5,34998.0,1264.3,1273.2,1256.9
+2531,2014-01-23,1262.5,41697.0,1235.1,1267.1,1230.8
+2532,2014-01-22,1238.6,80262.0,1240.5,1243.5,1235.5
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Partitioning/overwrite/date=2024-04-03/file.txt b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Partitioning/overwrite/date=2024-04-03/file.txt
new file mode 100644
index 0000000000..f2d554dacf
--- /dev/null
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Partitioning/overwrite/date=2024-04-03/file.txt
@@ -0,0 +1 @@
+2024-04-03
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Partitioning/overwrite/date=2024-04-04/file.txt b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Partitioning/overwrite/date=2024-04-04/file.txt
new file mode 100644
index 0000000000..1bd99b34a4
--- /dev/null
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/Fixtures/Partitioning/overwrite/date=2024-04-04/file.txt
@@ -0,0 +1 @@
+2024-04-04
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/MapTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/MapTest.php
index 85683f33b7..5810bc688c 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/MapTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/MapTest.php
@@ -11,8 +11,10 @@
 use function Flow\ETL\DSL\df;
 use function Flow\ETL\DSL\from_array;
 use function Flow\ETL\DSL\int_schema;
+use function Flow\ETL\DSL\list_entry;
 use function Flow\ETL\DSL\list_schema;
 use function Flow\ETL\DSL\schema;
+use function Flow\ETL\DSL\string_entry;
 use function Flow\Types\DSL\type_list;
 use function Flow\Types\DSL\type_string;
 
@@ -27,7 +29,7 @@ public function test_using_map_to_replace_nullable_lists(): void
                 ['id' => 3, 'tags' => ['D']],
             ])->withSchema(schema(int_schema('id'), list_schema('tags', type_list(type_string()), true))))
             ->map(static fn(Row $row): Row => $row->map(static fn(Entry $e) => (
-                $e->value() === null && $e->is('tags') ? $e->withValue([]) : $e
+                $e->value() === null && $e->is('tags') ? list_entry('tags', [], type_list(type_string())) : $e
             )))
             ->fetch();
 
@@ -50,7 +52,7 @@ public function test_using_map_to_replace_nulls(): void
                 ['id' => 3, 'name' => 'Doe'],
             ]))
             ->map(static fn(Row $row): Row => $row->map(static fn(Entry $e) => $e->value() === null && $e->is('name')
-                ? $e->withValue('N/A')
+                ? string_entry('name', 'N/A')
                 : $e))
             ->fetch();
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/OffsetTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/OffsetTest.php
index 2b02cc265d..038fd7cf33 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/OffsetTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/OffsetTest.php
@@ -34,7 +34,6 @@ public function test_limit_with_offset(): void
             ->limit(10)
             ->offset(5)
             ->fetch();
-
         static::assertCount(5, $rows);
         static::assertSame(
             [
@@ -52,7 +51,7 @@ public function test_offset_constructor_with_negative_offset(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Offset must be greater than or equal to 0, given: -1');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         df()->read(from_rows(rows()))->offset(-1);
     }
@@ -63,7 +62,6 @@ public function test_offset_null(): void
             ->read(from_array(array_map(static fn(int $id): array => ['id' => $id], range(1, 10))))
             ->offset(null)
             ->fetch();
-
         static::assertCount(10, $rows);
     }
 
@@ -77,7 +75,6 @@ public function test_offset_skipping_all_rows(): void
             ]))
             ->offset(3)
             ->fetch();
-
         static::assertCount(0, $rows);
     }
 
@@ -90,7 +87,6 @@ public function test_offset_skipping_more_rows_than_available(): void
             ]))
             ->offset(5)
             ->fetch();
-
         static::assertCount(0, $rows);
     }
 
@@ -106,7 +102,6 @@ public function test_offset_skipping_some_rows(): void
             ]))
             ->offset(2)
             ->fetch();
-
         static::assertCount(3, $rows);
         static::assertSame(
             [
@@ -137,7 +132,6 @@ public function extract(FlowContext $context): Generator
             ->batchSize(3)
             ->offset(4)
             ->fetch();
-
         static::assertCount(6, $rows);
         static::assertSame(
             [
@@ -171,7 +165,6 @@ public function extract(FlowContext $context): Generator
             ->offset(2)
             ->collect()
             ->fetch();
-
         static::assertCount(3, $rows);
         static::assertSame(
             [
@@ -218,7 +211,6 @@ public function extract(FlowContext $context): Generator
             ->offset(5)
             ->limit(3)
             ->fetch();
-
         static::assertCount(3, $rows);
     }
 
@@ -229,7 +221,6 @@ public function test_offset_with_limit(): void
             ->offset(5)
             ->limit(10)
             ->fetch();
-
         static::assertCount(10, $rows);
         static::assertSame(
             [
@@ -266,7 +257,6 @@ public function extract(FlowContext $context): Generator
             })
             ->offset(4)
             ->fetch();
-
         static::assertCount(6, $rows);
         static::assertSame(
             [
@@ -288,7 +278,6 @@ public function test_offset_with_transformations(): void
             ->withEntry('sum', ref('id')->plus(ref('value')))
             ->offset(3)
             ->fetch();
-
         static::assertCount(7, $rows);
         static::assertSame(
             [
@@ -314,7 +303,6 @@ public function test_offset_with_zero(): void
             ]))
             ->offset(0)
             ->fetch();
-
         static::assertCount(3, $rows);
         static::assertSame(
             [
@@ -329,15 +317,11 @@ public function test_offset_with_zero(): void
     public function test_pagination_scenario(): void
     {
         $data = array_map(static fn(int $id): array => ['id' => $id, 'name' => 'Item ' . $id], range(1, 100));
-
         $page1 = df()->read(from_array($data))->offset(0)->limit(10)->fetch();
-
         static::assertCount(10, $page1);
         static::assertSame(1, $page1->first()->valueOf('id'));
         static::assertSame(10, $page1->all()[9]->valueOf('id'));
-
         $page3 = df()->read(from_array($data))->offset(20)->limit(10)->fetch();
-
         static::assertCount(10, $page3);
         static::assertSame(21, $page3->first()->valueOf('id'));
         static::assertSame(30, $page3->all()[9]->valueOf('id'));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/PartitioningTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/PartitioningTest.php
index 375ac796f7..eb4e36e5c0 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/PartitioningTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/PartitioningTest.php
@@ -83,7 +83,7 @@ public function test_overwrite_save_mode_not_dropping_old_partitions(): void
         $partitions = df()->read(from_path_partitions(__DIR__ . '/Fixtures/Partitioning/overwrite/**/*.txt'))->fetch();
 
         $actualData = $partitions->toArray();
-        usort($actualData, static fn(array $a, array $b): int => $a['path'] <=> $b['path']);
+        usort($actualData, static fn(array $a, array $b): int => (string) $a['path'] <=> (string) $b['path']);
 
         static::assertSame(
             [
@@ -122,7 +122,7 @@ public function test_overwrite_save_mode_not_dropping_old_partitions(): void
             ->read(from_text(__DIR__ . '/Fixtures/Partitioning/overwrite/**/*.txt'))
             ->fetch()
             ->toArray();
-        usort($textRows, static fn(array $a, array $b): int => $a['text'] <=> $b['text']);
+        usort($textRows, static fn(array $a, array $b): int => (string) $a['text'] <=> (string) $b['text']);
         static::assertSame(
             [
                 ['text' => '2024-04-01', 'date' => '2024-04-01'],
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/TelemetryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/TelemetryTest.php
index 827fc535d1..e4ffd54b38 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/TelemetryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/DataFrame/TelemetryTest.php
@@ -104,8 +104,9 @@ public function test_dataframe_loading_traced_when_enabled(): void
         static::assertNotEmpty($loadingSpans, 'Loading spans should be created when trace_loading is enabled');
 
         foreach ($loadingSpans as $span) {
-            static::assertNotNull($span->status());
-            static::assertTrue($span->status()->isOk());
+            $status = $span->status();
+            static::assertNotNull($status);
+            static::assertTrue($status->isOk());
             static::assertArrayHasKey('loader.class', $span->attributes());
         }
     }
@@ -137,8 +138,9 @@ public function test_dataframe_run_creates_telemetry_span(): void
 
         $dataFrameSpan = $endedSpans[0];
         static::assertSame('DataFrame flow_dataframe', $dataFrameSpan->name());
-        static::assertNotNull($dataFrameSpan->status());
-        static::assertTrue($dataFrameSpan->status()->isOk());
+        $status = $dataFrameSpan->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isOk());
     }
 
     public function test_dataframe_run_logs_start_and_completion(): void
@@ -266,8 +268,9 @@ public function test_dataframe_transformations_traced_when_enabled(): void
         );
 
         foreach ($transformerSpans as $span) {
-            static::assertNotNull($span->status());
-            static::assertTrue($span->status()->isOk());
+            $status = $span->status();
+            static::assertNotNull($status);
+            static::assertTrue($status->isOk());
             static::assertArrayHasKey('transformer.class', $span->attributes());
         }
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/Extractor/PathPartitionsExtractorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/Extractor/PathPartitionsExtractorTest.php
index 8d3b5634c2..d9c0460c0e 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/Extractor/PathPartitionsExtractorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/Extractor/PathPartitionsExtractorTest.php
@@ -4,6 +4,7 @@
 
 namespace Flow\ETL\Tests\Integration\Extractor;
 
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowIntegrationTestCase;
 use Flow\Filesystem\Tests\OperatingSystem;
 
@@ -28,13 +29,14 @@ public function test_extracting_data_from_path_partitions(): void
         $rows = rows();
 
         foreach ($extractedData as $nextRows) {
+            static::assertInstanceOf(Rows::class, $nextRows);
             $rows = $rows->merge($nextRows);
         }
 
         static::assertSame(7, $rows->count());
 
         $actualData = $rows->toArray();
-        usort($actualData, static fn(array $a, array $b): int => $a['path'] <=> $b['path']);
+        usort($actualData, static fn(array $a, array $b): int => (string) $a['path'] <=> (string) $b['path']);
 
         static::assertEquals(
             [
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorAllTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorAllTest.php
index f08f32b765..04480f93c3 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorAllTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorAllTest.php
@@ -18,6 +18,7 @@
 use const LIBXML_HTML_NOIMPLIED;
 use const LIBXML_NOERROR;
 
+// @mago-ignore analysis:unavailable-method
 #[RequiresPhp('>= 8.4')]
 final class HTMLQuerySelectorAllTest extends TestCase
 {
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorTest.php
index 1074c7baa3..cb3925f224 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/Function/HTMLQuerySelectorTest.php
@@ -15,6 +15,7 @@
 use function Flow\ETL\DSL\row;
 use function Flow\ETL\DSL\rows;
 
+// @mago-ignore analysis:unavailable-method
 #[RequiresPhp('>= 8.4')]
 final class HTMLQuerySelectorTest extends TestCase
 {
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Integration/Sort/MemorySort/MemorySortTest.php b/src/core/etl/tests/Flow/ETL/Tests/Integration/Sort/MemorySort/MemorySortTest.php
index 5d1d124bd1..7a23919d80 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Integration/Sort/MemorySort/MemorySortTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Integration/Sort/MemorySort/MemorySortTest.php
@@ -47,6 +47,7 @@ public function test_memory_implementation_of_external_sort_algorithm(): void
             refs(ref('id')->desc()),
         ));
 
+        // @mago-ignore analysis:mixed-argument,mixed-method-access
         static::assertEquals($input, array_merge(...array_map(static fn($row) => $row->toArray(), $sortedOutput)));
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Cache/Implementation/TraceableCacheTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Cache/Implementation/TraceableCacheTest.php
index d3f6aa23b2..a273bd053b 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Cache/Implementation/TraceableCacheTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Cache/Implementation/TraceableCacheTest.php
@@ -258,9 +258,10 @@ public function test_set_records_exception_on_error(): void
             static::assertCount(1, $spans);
 
             $span = $spans[0];
-            static::assertNotNull($span->status());
-            static::assertTrue($span->status()->isError());
-            static::assertSame('Test error', $span->status()->description);
+            $status = $span->status();
+            static::assertNotNull($status);
+            static::assertTrue($status->isError());
+            static::assertSame('Test error', $status->description);
             static::assertCount(1, $span->events());
         }
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Config/Telemetry/TelemetryContextTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Config/Telemetry/TelemetryContextTest.php
index a334318d54..4e4e48f34a 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Config/Telemetry/TelemetryContextTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Config/Telemetry/TelemetryContextTest.php
@@ -115,8 +115,9 @@ public function test_dataframe_completed_finalizes_span_with_statistics(): void
 
         $span = $spans[0];
         static::assertSame('DataFrame flow_dataframe', $span->name());
-        static::assertNotNull($span->status());
-        static::assertTrue($span->status()->isOk());
+        $status = $span->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isOk());
 
         $attributes = $span->attributes();
         static::assertArrayHasKey('rows.total', $attributes);
@@ -168,9 +169,10 @@ public function test_dataframe_failed_logs_error_and_sets_span_status(): void
 
         $endedSpans = $spanProcessor->endedSpans();
         static::assertCount(1, $endedSpans);
-        static::assertNotNull($endedSpans[0]->status());
-        static::assertTrue($endedSpans[0]->status()->isError());
-        static::assertSame('Processing failed due to invalid data', $endedSpans[0]->status()->description);
+        $status = $endedSpans[0]->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isError());
+        static::assertSame('Processing failed due to invalid data', $status->description);
 
         $attributes = $endedSpans[0]->attributes();
         static::assertArrayHasKey('rows.total', $attributes);
@@ -252,8 +254,9 @@ public function test_loading_completed_finalizes_span_with_ok_status(): void
         static::assertCount(1, $endedSpans);
         static::assertSame('StreamLoader', $endedSpans[0]->name());
         static::assertSame(StreamLoader::class, $endedSpans[0]->attributes()['loader.class']);
-        static::assertNotNull($endedSpans[0]->status());
-        static::assertTrue($endedSpans[0]->status()->isOk());
+        $status = $endedSpans[0]->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isOk());
     }
 
     public function test_loading_failed_logs_error_and_sets_span_status(): void
@@ -296,9 +299,10 @@ public function test_loading_failed_logs_error_and_sets_span_status(): void
 
         $endedSpans = $spanProcessor->endedSpans();
         static::assertCount(1, $endedSpans);
-        static::assertNotNull($endedSpans[0]->status());
-        static::assertTrue($endedSpans[0]->status()->isError());
-        static::assertSame('Loading failed due to disk error', $endedSpans[0]->status()->description);
+        $status = $endedSpans[0]->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isError());
+        static::assertSame('Loading failed due to disk error', $status->description);
     }
 
     public function test_loading_started_creates_span_when_trace_loading_enabled(): void
@@ -535,8 +539,9 @@ public function test_transformation_completed_finalizes_span(): void
         static::assertCount(1, $endedSpans);
         static::assertSame('LimitTransformer', $endedSpans[0]->name());
         static::assertSame(LimitTransformer::class, $endedSpans[0]->attributes()['transformer.class']);
-        static::assertNotNull($endedSpans[0]->status());
-        static::assertTrue($endedSpans[0]->status()->isOk());
+        $status = $endedSpans[0]->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isOk());
     }
 
     public function test_transformation_failed_logs_error_and_sets_span_status(): void
@@ -579,9 +584,10 @@ public function test_transformation_failed_logs_error_and_sets_span_status(): vo
 
         $endedSpans = $spanProcessor->endedSpans();
         static::assertCount(1, $endedSpans);
-        static::assertNotNull($endedSpans[0]->status());
-        static::assertTrue($endedSpans[0]->status()->isError());
-        static::assertSame('Transformation failed', $endedSpans[0]->status()->description);
+        $status = $endedSpans[0]->status();
+        static::assertNotNull($status);
+        static::assertTrue($status->isError());
+        static::assertSame('Transformation failed', $status->description);
     }
 
     public function test_transformation_started_creates_span_when_trace_transformations_enabled(): void
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/DateIntervalFunctionsTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/DateIntervalFunctionsTest.php
index a631226d21..8bc8115fc7 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/DateIntervalFunctionsTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/DateIntervalFunctionsTest.php
@@ -59,11 +59,13 @@ public static function date_interval_provider(): Generator
         // Edge cases
         // Fractional seconds are ignored in conversion to seconds
         $fractionalSeconds = new DateInterval('PT1S');
+        // @mago-ignore analysis:invalid-property-write
         $fractionalSeconds->f = 0.4;
         yield ['interval' => $fractionalSeconds, 'seconds' => 2, 'milliseconds' => 1400, 'microseconds' => 1400000];
 
         // Inverted interval
         $invertedInterval = new DateInterval('P1D');
+        // @mago-ignore analysis:invalid-property-write
         $invertedInterval->invert = 1;
         yield [
             'interval' => $invertedInterval,
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Execution/StatisticsCollectorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Execution/StatisticsCollectorTest.php
index a1394b5b8b..477cd0b347 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Execution/StatisticsCollectorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Execution/StatisticsCollectorTest.php
@@ -36,9 +36,10 @@ public function test_capture_collects_column_statistics_when_enabled(): void
         $report = $collector->report();
 
         static::assertNotNull($report);
-        static::assertInstanceOf(Columns::class, $report->statistics()->columns);
-        static::assertSame(1, $report->statistics()->columns->get('id')->min());
-        static::assertSame(2, $report->statistics()->columns->get('id')->max());
+        $columns = $report->statistics()->columns;
+        static::assertInstanceOf(Columns::class, $columns);
+        static::assertSame(1, $columns->get('id')->min());
+        static::assertSame(2, $columns->get('id')->max());
     }
 
     public function test_capture_collects_schema_when_enabled(): void
@@ -52,10 +53,11 @@ public function test_capture_collects_schema_when_enabled(): void
         $report = $collector->report();
 
         static::assertNotNull($report);
-        static::assertNotNull($report->schema());
-        static::assertSame(2, $report->schema()->count());
-        static::assertNotNull($report->schema()->findDefinition('id'));
-        static::assertNotNull($report->schema()->findDefinition('name'));
+        $schema = $report->schema();
+        static::assertNotNull($schema);
+        static::assertSame(2, $schema->count());
+        static::assertNotNull($schema->findDefinition('id'));
+        static::assertNotNull($schema->findDefinition('name'));
     }
 
     public function test_capture_increments_row_count_correctly(): void
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/ArrayExtractorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/ArrayExtractorTest.php
index 9fc9e1d4ae..7fd6c7d868 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/ArrayExtractorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/ArrayExtractorTest.php
@@ -4,6 +4,7 @@
 
 namespace Flow\ETL\Tests\Unit\Extractor;
 
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\config;
@@ -24,6 +25,8 @@ public function test_array_extractor(): void
         $rows = iterator_to_array($extractor->extract(execution_context(config_builder()->build())));
 
         static::assertCount(2, $rows);
+        static::assertInstanceOf(Rows::class, $rows[0]);
+        static::assertInstanceOf(Rows::class, $rows[1]);
         static::assertSame(['id' => 1, 'name' => 'Norbert'], $rows[0]->first()->toArray());
         static::assertSame(['id' => 2, 'name' => 'Michal'], $rows[1]->first()->toArray());
     }
@@ -40,6 +43,8 @@ public function test_generator_extraction(): void
         $rows = iterator_to_array($extractor->extract(execution_context(config())));
 
         static::assertCount(2, $rows);
+        static::assertInstanceOf(Rows::class, $rows[0]);
+        static::assertInstanceOf(Rows::class, $rows[1]);
         static::assertSame(['id' => 1, 'name' => 'Norbert'], $rows[0]->first()->toArray());
         static::assertSame(['id' => 2, 'name' => 'Michal'], $rows[1]->first()->toArray());
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/BatchByExtractorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/BatchByExtractorTest.php
index 3a6b9d5fe8..e2856e143d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/BatchByExtractorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Extractor/BatchByExtractorTest.php
@@ -32,9 +32,7 @@ public function test_grouping_by_column_with_min_size(): void
             ref('order_id'),
             3,
         );
-
         $batches = iterator_to_array($extractor->extract(flow_context(config())));
-
         static::assertCount(2, $batches);
         static::assertCount(3, $batches[0]);
         static::assertCount(2, $batches[1]);
@@ -53,9 +51,7 @@ public function test_grouping_by_column_without_min_size(): void
             ref('order_id'),
             null,
         );
-
         $batches = iterator_to_array($extractor->extract(flow_context(config())));
-
         static::assertCount(3, $batches);
         static::assertCount(2, $batches[0]);
         static::assertCount(2, $batches[1]);
@@ -73,9 +69,7 @@ public function test_grouping_with_all_unique_values(): void
             ref('order_id'),
             null,
         );
-
         $batches = iterator_to_array($extractor->extract(flow_context(config())));
-
         static::assertCount(3, $batches);
         static::assertCount(1, $batches[0]);
         static::assertCount(1, $batches[1]);
@@ -85,9 +79,7 @@ public function test_grouping_with_all_unique_values(): void
     public function test_grouping_with_empty_data(): void
     {
         $extractor = batched_by(from_rows(rows()), ref('order_id'), null);
-
         $batches = iterator_to_array($extractor->extract(flow_context(config())));
-
         static::assertCount(0, $batches);
     }
 
@@ -105,9 +97,7 @@ public function test_grouping_with_large_group_exceeding_min_size(): void
             ref('order_id'),
             2,
         );
-
         $batches = iterator_to_array($extractor->extract(flow_context(config())));
-
         static::assertCount(2, $batches);
         static::assertCount(5, $batches[0]);
         static::assertCount(1, $batches[1]);
@@ -124,9 +114,7 @@ public function test_grouping_with_single_group(): void
             ref('order_id'),
             null,
         );
-
         $batches = iterator_to_array($extractor->extract(flow_context(config())));
-
         static::assertCount(1, $batches);
         static::assertCount(3, $batches[0]);
     }
@@ -135,7 +123,7 @@ public function test_min_size_validation(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Minimum batch size must be greater than 0');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         batched_by(from_rows(rows()), ref('order_id'), 0);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CallUserFuncTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CallUserFuncTest.php
index a9465200f3..c9b55d21f6 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CallUserFuncTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CallUserFuncTest.php
@@ -22,6 +22,7 @@ final class CallUserFuncTest extends FlowTestCase
 {
     public function test_call_user_func_as_dsl(): void
     {
+        // @mago-ignore analysis:possibly-invalid-argument
         static::assertIsInt(call('time')->eval(row(), flow_context()));
     }
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CastTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CastTest.php
index 3d05437b95..391a58cbc2 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CastTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/CastTest.php
@@ -85,10 +85,12 @@ public function test_cast(mixed $from, string $to, mixed $expected): void
     {
         $entryFactory = flow_context(config())->entryFactory();
 
+        // @mago-ignore analysis:mixed-assignment
         $resultRefCast = ref('value')
             ->cast($to)
             ->eval(row($entryFactory->create('value', $from)), flow_context())
             ?->value;
+        // @mago-ignore analysis:mixed-assignment
         $resultCastRef = cast(ref('value'), $to)->eval(
             row($entryFactory->create('value', $from)),
             flow_context(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributeValueTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributeValueTest.php
index b3a41d5c89..c55b0f1b49 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributeValueTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributeValueTest.php
@@ -24,6 +24,7 @@ final class DOMElementAttributeValueTest extends TestCase
     #[RequiresPhp('>= 8.4')]
     public function test_html_extracting_attribute_from_dom_element_entry(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString(
             '<span id="foobar">foobar</span>',
             LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR,
@@ -41,6 +42,7 @@ public function test_html_extracting_attribute_from_dom_element_entry(): void
     #[RequiresPhp('>= 8.4')]
     public function test_html_extracting_non_existing_attribute_from_dom_element_entry(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString('<span">foobar</span>', LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
 
         static::assertInstanceOf(HTMLElement::class, $element->documentElement);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributesCountTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributesCountTest.php
index 4be2eb23e8..14e77e267b 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributesCountTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementAttributesCountTest.php
@@ -24,6 +24,7 @@ final class DOMElementAttributesCountTest extends TestCase
     #[RequiresPhp('>= 8.4')]
     public function test_html_attributes_count_on_element_with_multiple_attributes(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString(
             '<span data-attr="1" data-foo="2" data-bar="3">foobar</span>',
             LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR,
@@ -41,6 +42,7 @@ public function test_html_attributes_count_on_element_with_multiple_attributes()
     #[RequiresPhp('>= 8.4')]
     public function test_html_attributes_count_on_element_with_one_attribute(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString(
             '<span data-attr="1">foobar</span>',
             LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR,
@@ -58,6 +60,7 @@ public function test_html_attributes_count_on_element_with_one_attribute(): void
     #[RequiresPhp('>= 8.4')]
     public function test_html_attributes_count_on_element_with_zero_attributes(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString('<span>foobar</span>', LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
 
         static::assertInstanceOf(HTMLElement::class, $element->documentElement);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementParentTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementParentTest.php
index 5d5043d1fd..4daf03086d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementParentTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementParentTest.php
@@ -24,27 +24,26 @@ final class DOMElementParentTest extends TestCase
     #[RequiresPhp('>= 8.4')]
     public function test_html_fails_when_parent_not_available_in_strict_mode(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString('<span>bar</span>', LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
-
         $context = flow_context(config());
         $context->functions()->setMode(ExecutionMode::STRICT);
-
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('DOMElementParent requires non-null DOMNode or HTMLElement.');
-
         ref('value')
             ->domElementParent()
+            // @mago-ignore analysis:possibly-null-property-access
             ->eval(row($context->entryFactory()->create('value', $element->documentElement->parentElement)), $context);
     }
 
     #[RequiresPhp('>= 8.4')]
     public function test_html_getting_parent_element(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString(
             '<div><span>foo</span><p>bar</p></div>',
             LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR,
         );
-
         static::assertEquals(
             $element->documentElement,
             ref('value')
@@ -59,8 +58,8 @@ public function test_html_getting_parent_element(): void
     #[RequiresPhp('>= 8.4')]
     public function test_html_getting_parent_element_when_not_available(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString('<span>bar</span>', LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
-
         static::assertNull(
             ref('value')
                 ->domElementParent()
@@ -75,13 +74,10 @@ public function test_xml_fails_when_parent_not_available_in_strict_mode(): void
     {
         $xml = new DOMDocument();
         $xml->loadXML('<root>foobar</root>');
-
         $context = flow_context(config());
         $context->functions()->setMode(ExecutionMode::STRICT);
-
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('DOMElementParent requires non-null DOMNode or HTMLElement.');
-
         static::assertEquals($xml, ref('value')
             ->domElementParent()
             ->eval(row($context->entryFactory()->create('value', $xml->parentNode)), $context));
@@ -91,12 +87,12 @@ public function test_xml_getting_parent_element(): void
     {
         $xml = new DOMDocument();
         $xml->loadXML('<root><foo>foo</foo><bar>bar</bar></root>');
-
         static::assertEquals(
             $xml->documentElement,
             ref('value')
                 ->domElementParent()
                 ->eval(
+                    // @mago-ignore analysis:possibly-null-property-access
                     /** @phpstan-ignore-next-line */
                     row(flow_context(config())->entryFactory()->create('value', $xml->documentElement->firstChild)),
                     flow_context(),
@@ -108,7 +104,6 @@ public function test_xml_getting_parent_element_when_not_available(): void
     {
         $xml = new DOMDocument();
         $xml->loadXML('<root>foobar</root>');
-
         static::assertEquals($xml, ref('value')
             ->domElementParent()
             ->eval(
@@ -121,7 +116,6 @@ public function test_xml_getting_parent_element_when_passing_document(): void
     {
         $xml = new DOMDocument();
         $xml->loadXML('<root>foobar</root>');
-
         static::assertEquals($xml, ref('value')
             ->domElementParent()
             ->eval(row(flow_context(config())->entryFactory()->create('value', $xml)), flow_context()));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementValueTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementValueTest.php
index c0ce929988..9d2c2409b5 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementValueTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/DOMElementValueTest.php
@@ -24,6 +24,7 @@ final class DOMElementValueTest extends FlowTestCase
     #[RequiresPhp('>= 8.4')]
     public function test_html_getting_element_value_with_children(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString('<p><span>foobar</span></p>', LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
 
         static::assertInstanceOf(HTMLElement::class, $element->documentElement);
@@ -38,6 +39,7 @@ public function test_html_getting_element_value_with_children(): void
     #[RequiresPhp('>= 8.4')]
     public function test_html_getting_simple_element_value(): void
     {
+        // @mago-ignore analysis:unavailable-method
         $element = HTMLDocument::createFromString('<span>bar</span>', LIBXML_HTML_NOIMPLIED | LIBXML_NOERROR);
 
         static::assertInstanceOf(HTMLElement::class, $element->documentElement);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorAllTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorAllTest.php
index 7f5e5c8c72..bb57eeabf8 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorAllTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorAllTest.php
@@ -21,7 +21,6 @@ final class HTMLQuerySelectorAllTest extends TestCase
     public function test_getting_element_for_older_versions(): void
     {
         $this->expectException(RequiredPHPVersionException::class);
-
         ref('value')
             ->htmlQuerySelectorAll('body div p')
             ->eval(row(flow_context(config())->entryFactory()->create('value', '')), flow_context());
@@ -30,18 +29,16 @@ public function test_getting_element_for_older_versions(): void
     #[RequiresPhp('>= 8.4')]
     public function test_getting_elements_for_given_path(): void
     {
+        // @mago-ignore analysis:unavailable-method
         /* @phpstan-ignore-next-line */
         $html = HTMLDocument::createFromString(
             '<!DOCTYPE html><html><head></head><body><div><span>foobar</span></div></body></html>',
         );
-
         /** @var array<mixed> $result */
         $result = ref('value')
             ->htmlQuerySelectorAll('body div span')
             ->eval(row(flow_context(config())->entryFactory()->create('value', $html)), flow_context());
-
         static::assertCount(1, $result);
-
         /* @phpstan-ignore-next-line */
         static::assertInstanceOf(Element::class, $result[0]);
     }
@@ -49,15 +46,14 @@ public function test_getting_elements_for_given_path(): void
     #[RequiresPhp('>= 8.4')]
     public function test_getting_null_when_nothing_found(): void
     {
+        // @mago-ignore analysis:unavailable-method
         /* @phpstan-ignore-next-line */
         $html = HTMLDocument::createFromString(
             '<!DOCTYPE html><html><head></head><body><div><span>foobar</span></div></body></html>',
         );
-
         $result = ref('value')
             ->htmlQuerySelectorAll('body div p')
             ->eval(row(flow_context(config())->entryFactory()->create('value', $html)), flow_context());
-
         static::assertNull($result);
     }
 
@@ -67,7 +63,6 @@ public function test_invalid_value(): void
         $result = ref('value')
             ->htmlQuerySelectorAll('body div span')
             ->eval(row(flow_context(config())->entryFactory()->create('value', '')), flow_context());
-
         static::assertNull($result);
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorTest.php
index d675bd462e..8257613c93 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/HTMLQuerySelectorTest.php
@@ -21,7 +21,6 @@ final class HTMLQuerySelectorTest extends TestCase
     public function test_getting_element_for_older_versions(): void
     {
         $this->expectException(RequiredPHPVersionException::class);
-
         ref('value')
             ->htmlQuerySelector('body div p')
             ->eval(row(flow_context(config())->entryFactory()->create('value', '')), flow_context());
@@ -30,15 +29,14 @@ public function test_getting_element_for_older_versions(): void
     #[RequiresPhp('>= 8.4')]
     public function test_getting_elements_for_given_path(): void
     {
+        // @mago-ignore analysis:unavailable-method
         /* @phpstan-ignore-next-line */
         $html = HTMLDocument::createFromString(
             '<!DOCTYPE html><html><head></head><body><div><span>foobar</span></div></body></html>',
         );
-
         $result = ref('value')
             ->htmlQuerySelector('body div span')
             ->eval(row(flow_context(config())->entryFactory()->create('value', $html)), flow_context());
-
         /* @phpstan-ignore-next-line */
         static::assertInstanceOf(Element::class, $result);
     }
@@ -46,15 +44,14 @@ public function test_getting_elements_for_given_path(): void
     #[RequiresPhp('>= 8.4')]
     public function test_getting_null_when_nothing_found(): void
     {
+        // @mago-ignore analysis:unavailable-method
         /* @phpstan-ignore-next-line */
         $html = HTMLDocument::createFromString(
             '<!DOCTYPE html><html><head></head><body><div><span>foobar</span></div></body></html>',
         );
-
         $result = ref('value')
             ->htmlQuerySelector('body div p')
             ->eval(row(flow_context(config())->entryFactory()->create('value', $html)), flow_context());
-
         static::assertNull($result);
     }
 
@@ -64,7 +61,6 @@ public function test_invalid_value(): void
         $result = ref('value')
             ->htmlQuerySelector('body div span')
             ->eval(row(flow_context(config())->entryFactory()->create('value', '')), flow_context());
-
         static::assertNull($result);
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/JsonEncodeTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/JsonEncodeTest.php
index 9857e1618e..0d4c222c0c 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/JsonEncodeTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/JsonEncodeTest.php
@@ -20,6 +20,7 @@ final class JsonEncodeTest extends FlowTestCase
 {
     public function test_json_encode_on_datetime(): void
     {
+        // @mago-ignore analysis:mixed-assignment
         $result = ref('value')
             ->jsonEncode()
             ->eval(row(datetime_entry('value', new DateTimeImmutable('2021-01-01'))), flow_context());
@@ -43,6 +44,7 @@ public function test_json_encode_on_string(): void
 
     public function test_json_encode_on_valid_associative_array(): void
     {
+        // @mago-ignore analysis:mixed-assignment
         $result = ref('value')->jsonEncode()->eval(row(json_entry('value', ['value' => 1])), flow_context());
 
         static::assertInstanceOf(Json::class, $result);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/StructureSelectTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/StructureSelectTest.php
index a0cc671e8b..daf90c3b2c 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/StructureSelectTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/StructureSelectTest.php
@@ -28,6 +28,7 @@ public function test_selecting_multiple_values_from_structure(): void
                 'id' => 1,
                 'name' => 'test',
             ],
+            // @mago-ignore analysis:less-specific-argument
             type_structure([
                 'id' => type_integer(),
                 'name' => type_string(),
@@ -48,6 +49,7 @@ public function test_selecting_single_value_from_structure(): void
                 'id' => 1,
                 'name' => 'test',
             ],
+            // @mago-ignore analysis:less-specific-argument
             type_structure([
                 'id' => type_integer(),
                 'name' => type_string(),
@@ -68,6 +70,7 @@ public function test_selecting_single_value_from_structure_with_alias(): void
                 'id' => 1,
                 'name' => 'test',
             ],
+            // @mago-ignore analysis:less-specific-argument
             type_structure([
                 'id' => type_integer(),
                 'name' => type_string(),
@@ -89,6 +92,7 @@ public function test_selecting_values_from_empty_structure(): void
                 'email' => 'email@email.com',
                 'name' => null,
             ],
+            // @mago-ignore analysis:less-specific-argument
             type_structure([
                 'id' => type_optional(type_integer()),
                 'email' => type_string(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/ToTimeZoneTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/ToTimeZoneTest.php
index 329df369a3..479d5db36f 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/ToTimeZoneTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/ToTimeZoneTest.php
@@ -20,6 +20,7 @@ final class ToTimeZoneTest extends FlowTestCase
 {
     public function test_casting_date_time_pst_to_utc_time_zone(): void
     {
+        // @mago-ignore analysis:mixed-assignment
         $result = to_timezone(
             lit(new DateTimeImmutable('2020-01-01 00:00:00', new DateTimeZone('PST'))),
             lit(new DateTimeZone('UTC')),
@@ -30,6 +31,7 @@ public function test_casting_date_time_pst_to_utc_time_zone(): void
 
     public function test_casting_date_time_pst_to_utc_time_zone_from_entry_ref(): void
     {
+        // @mago-ignore analysis:mixed-assignment
         $result = to_timezone(
             lit(new DateTimeImmutable('2020-01-01 00:00:00', new DateTimeZone('PST'))),
             ref('tz'),
@@ -40,6 +42,7 @@ public function test_casting_date_time_pst_to_utc_time_zone_from_entry_ref(): vo
 
     public function test_casting_date_time_pst_to_utc_time_zone_from_string_tz(): void
     {
+        // @mago-ignore analysis:mixed-assignment
         $result = to_timezone(
             lit(new DateTimeImmutable('2020-01-01 00:00:00', new DateTimeZone('PST'))),
             lit('UTC'),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/UlidTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/UlidTest.php
index 0b9b288396..9b9850daa2 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/UlidTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Function/UlidTest.php
@@ -17,6 +17,7 @@ final class UlidTest extends FlowTestCase
     public function test_ulid(): void
     {
         $expression = ulid();
+        // @mago-ignore analysis:mixed-assignment
         $result = $expression->eval(row(), flow_context());
         static::assertInstanceOf(Ulid::class, $result);
         static::assertTrue(Ulid::isValid($result->toBase32()));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Memory/ArrayMemoryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Memory/ArrayMemoryTest.php
index d9b82f8c89..bf46144bd3 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Memory/ArrayMemoryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Memory/ArrayMemoryTest.php
@@ -36,6 +36,7 @@ public function test_create_memory_from_invalid_data_structure(): void
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Memory expects nested array data structure: array<array<mixed>>');
 
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new ArrayMemory([1, 2, 3]);
     }
@@ -61,6 +62,7 @@ public function test_save_memory_from_invalid_data_structure(): void
         $this->expectExceptionMessage('Memory expects nested array data structure: array<array<mixed>>');
 
         $memory = new ArrayMemory();
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         $memory->save([1, 2, 3]);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/OffsetPipelineTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/OffsetPipelineTest.php
index ee2b7e6a68..a3de890855 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/OffsetPipelineTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/OffsetPipelineTest.php
@@ -42,7 +42,7 @@ public function test_constructor_with_negative_offset_throws_exception(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Offset must be greater than or equal to 0, given: -1');
-
+        // @mago-ignore analysis:invalid-argument
         // @phpstan-ignore-next-line
         new OffsetProcessor(-1);
     }
@@ -56,9 +56,7 @@ public function test_process_maintains_row_structure_with_mixed_entry_types(): v
             row(int_entry('id', 4), bool_entry('active', false)),
         )));
         $pipeline->add(new OffsetProcessor(1));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(1, $result);
         static::assertCount(3, $result[0]);
         static::assertEquals(
@@ -75,9 +73,7 @@ public function test_process_with_empty_pipeline(): void
     {
         $pipeline = new Pipeline(from_rows(rows()));
         $pipeline->add(new OffsetProcessor(5));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(0, $result);
     }
 
@@ -92,9 +88,7 @@ public function extract(FlowContext $context): Generator
             }
         });
         $pipeline->add(new OffsetProcessor(4));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(1, $result);
         static::assertEquals(rows(row(int_entry('id', 5)), row(int_entry('id', 6))), $result[0]);
     }
@@ -110,9 +104,7 @@ public function extract(FlowContext $context): Generator
             }
         });
         $pipeline->add(new OffsetProcessor(3));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(2, $result);
         static::assertEquals(rows(row(int_entry('id', 4)), row(int_entry('id', 5))), $result[0]);
         static::assertEquals(rows(row(int_entry('id', 6))), $result[1]);
@@ -128,9 +120,7 @@ public function extract(FlowContext $context): Generator
             }
         });
         $pipeline->add(new OffsetProcessor(1));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(2, $result);
         static::assertEquals(rows(row(int_entry('id', 2)), row(int_entry('id', 3))), $result[0]);
         static::assertEquals(rows(row(int_entry('id', 4)), row(int_entry('id', 5))), $result[1]);
@@ -144,9 +134,7 @@ public function test_process_with_offset_equal_to_batch_size(): void
             row(int_entry('id', 3)),
         )));
         $pipeline->add(new OffsetProcessor(3));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(0, $result);
     }
 
@@ -154,9 +142,7 @@ public function test_process_with_offset_larger_than_batch_size(): void
     {
         $pipeline = new Pipeline(from_rows(rows(row(int_entry('id', 1)), row(int_entry('id', 2)))));
         $pipeline->add(new OffsetProcessor(5));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(0, $result);
     }
 
@@ -171,9 +157,7 @@ public function extract(FlowContext $context): Generator
             }
         });
         $pipeline->add(new OffsetProcessor(2));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(1, $result);
         static::assertEquals(rows(row(int_entry('id', 3))), $result[0]);
     }
@@ -188,9 +172,7 @@ public function test_process_with_offset_smaller_than_batch_size(): void
             row(int_entry('id', 5)),
         )));
         $pipeline->add(new OffsetProcessor(2));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(1, $result);
         static::assertCount(3, $result[0]);
         static::assertEquals(
@@ -209,12 +191,9 @@ public function test_process_with_transformer_before_offset(): void
         )));
         $pipeline->add(new ScalarFunctionTransformer('doubled', ref('id')->multiply(lit(2))));
         $pipeline->add(new OffsetProcessor(1));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(1, $result);
         static::assertCount(3, $result[0]);
-
         $rows = $result[0];
         static::assertEquals(2, $rows->all()[0]->valueOf('id'));
         static::assertEquals(4, $rows->all()[0]->valueOf('doubled'));
@@ -226,21 +205,15 @@ public function test_process_with_transformer_before_offset(): void
     public function test_process_with_various_offset_values(int $offset): void
     {
         $rowsData = [];
-
         for ($i = 1; $i <= 20; $i++) {
             $rowsData[] = row(int_entry('id', $i));
         }
-
         $pipeline = new Pipeline(from_rows(rows(...$rowsData)));
         $pipeline->add(new OffsetProcessor($offset >= 0 ? $offset : 0));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         $expectedCount = max(0, 20 - $offset);
         $totalRows = array_sum(array_map(static fn($batch) => $batch->count(), $result));
-
         static::assertEquals($expectedCount, $totalRows);
-
         if ($expectedCount > 0) {
             $firstRowId = $result[0]->first()->valueOf('id');
             static::assertEquals($offset + 1, $firstRowId);
@@ -255,9 +228,7 @@ public function test_process_with_zero_offset_returns_all_data(): void
             row(int_entry('id', 3)),
         )));
         $pipeline->add(new OffsetProcessor(0));
-
         $result = iterator_to_array($pipeline->process(flow_context(config())));
-
         static::assertCount(1, $result);
         static::assertCount(3, $result[0]);
         static::assertEquals(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/Optimizer/LimitOptimizationTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/Optimizer/LimitOptimizationTest.php
index 5cd79637f0..7d478b9257 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/Optimizer/LimitOptimizationTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Pipeline/Optimizer/LimitOptimizationTest.php
@@ -53,8 +53,9 @@ public function test_optimization_for_a_pipeline_with_expanding_expression_trans
 
         $optimizedPipeline = (new Optimizer(new LimitOptimization()))->optimize(new LimitTransformer(10), $pipeline);
 
-        static::assertInstanceOf(CSVExtractor::class, $pipeline->extractor());
-        static::assertFalse($pipeline->extractor()->isLimited());
+        $extractor = $pipeline->extractor();
+        static::assertInstanceOf(CSVExtractor::class, $extractor);
+        static::assertFalse($extractor->isLimited());
         static::assertCount(2, $optimizedPipeline->segments()->steps());
     }
 
@@ -65,8 +66,9 @@ public function test_optimization_for_a_pipeline_with_expanding_transformations(
 
         $optimizedPipeline = (new Optimizer(new LimitOptimization()))->optimize(new LimitTransformer(10), $pipeline);
 
-        static::assertInstanceOf(CSVExtractor::class, $pipeline->extractor());
-        static::assertFalse($pipeline->extractor()->isLimited());
+        $extractor = $pipeline->extractor();
+        static::assertInstanceOf(CSVExtractor::class, $extractor);
+        static::assertFalse($extractor->isLimited());
         static::assertCount(2, $optimizedPipeline->segments()->steps());
     }
 
@@ -79,8 +81,9 @@ public function test_optimization_for_a_pipeline_with_limited_extractor(): void
 
         $optimizedPipeline = (new Optimizer(new LimitOptimization()))->optimize(new LimitTransformer(10), $pipeline);
 
-        static::assertInstanceOf(CSVExtractor::class, $pipeline->extractor());
-        static::assertTrue($pipeline->extractor()->isLimited());
+        $extractor = $pipeline->extractor();
+        static::assertInstanceOf(CSVExtractor::class, $extractor);
+        static::assertTrue($extractor->isLimited());
         static::assertCount(2, $optimizedPipeline->segments()->steps());
         static::assertInstanceOf(LimitTransformer::class, $optimizedPipeline->segments()->steps()[1]);
     }
@@ -92,8 +95,9 @@ public function test_optimization_for_a_pipeline_without_expanding_transformatio
 
         $optimizedPipeline = (new Optimizer(new LimitOptimization()))->optimize(new LimitTransformer(10), $pipeline);
 
-        static::assertInstanceOf(CSVExtractor::class, $pipeline->extractor());
-        static::assertTrue($pipeline->extractor()->isLimited());
+        $extractor = $pipeline->extractor();
+        static::assertInstanceOf(CSVExtractor::class, $extractor);
+        static::assertTrue($extractor->isLimited());
         static::assertCount(1, $optimizedPipeline->segments()->steps());
     }
 
@@ -103,8 +107,9 @@ public function test_optimization_of_limit_on_empty_pipeline(): void
 
         $optimizedPipeline = (new Optimizer(new LimitOptimization()))->optimize(new LimitTransformer(10), $pipeline);
 
-        static::assertInstanceOf(CSVExtractor::class, $pipeline->extractor());
-        static::assertTrue($pipeline->extractor()->isLimited());
+        $extractor = $pipeline->extractor();
+        static::assertInstanceOf(CSVExtractor::class, $extractor);
+        static::assertTrue($extractor->isLimited());
         static::assertCount(0, $optimizedPipeline->segments()->steps());
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingByProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingByProcessorTest.php
index d4655eac39..918fbdcd09 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingByProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingByProcessorTest.php
@@ -6,6 +6,7 @@
 
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Processor\BatchingByProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -14,13 +15,13 @@
 use function Flow\ETL\DSL\row;
 use function Flow\ETL\DSL\rows;
 use function Flow\ETL\DSL\str_entry;
+use function iterator_to_array;
 
 final class BatchingByProcessorTest extends FlowTestCase
 {
     public function test_groups_rows_by_column_value(): void
     {
         $processor = new BatchingByProcessor(ref('group'));
-
         $generator = (static function () {
             yield rows(
                 row(str_entry('group', 'a'), int_entry('id', 1)),
@@ -29,13 +30,12 @@ public function test_groups_rows_by_column_value(): void
                 row(str_entry('group', 'b'), int_entry('id', 4)),
             );
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(2, $result);
+        static::assertInstanceOf(Rows::class, $result[0]);
+        static::assertInstanceOf(Rows::class, $result[1]);
         static::assertCount(2, $result[0]);
         static::assertCount(2, $result[1]);
-
         static::assertEquals('a', $result[0]->first()->valueOf('group'));
         static::assertEquals('b', $result[1]->first()->valueOf('group'));
     }
@@ -43,29 +43,23 @@ public function test_groups_rows_by_column_value(): void
     public function test_handles_empty_input(): void
     {
         $processor = new BatchingByProcessor(ref('group'));
-
         $generator = (static function () {
             yield from [];
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(0, $result);
     }
 
     public function test_handles_single_group(): void
     {
         $processor = new BatchingByProcessor(ref('group'));
-
         $generator = (static function () {
             yield rows(
                 row(str_entry('group', 'a'), int_entry('id', 1)),
                 row(str_entry('group', 'a'), int_entry('id', 2)),
             );
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(1, $result);
         static::assertCount(2, $result[0]);
     }
@@ -73,7 +67,6 @@ public function test_handles_single_group(): void
     public function test_respects_min_size(): void
     {
         $processor = new BatchingByProcessor(ref('group'), minSize: 3);
-
         $generator = (static function () {
             yield rows(
                 row(str_entry('group', 'a'), int_entry('id', 1)),
@@ -82,9 +75,7 @@ public function test_respects_min_size(): void
                 row(str_entry('group', 'b'), int_entry('id', 4)),
             );
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(1, $result);
         static::assertCount(4, $result[0]);
     }
@@ -93,7 +84,7 @@ public function test_throws_exception_for_invalid_min_size(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Minimum batch size must be greater than 0');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new BatchingByProcessor(ref('group'), minSize: 0);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingProcessorTest.php
index aa40b6ba78..7639c47276 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/BatchingProcessorTest.php
@@ -6,6 +6,7 @@
 
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Processor\BatchingProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -18,20 +19,16 @@ final class BatchingProcessorTest extends FlowTestCase
     public function test_handles_empty_input(): void
     {
         $processor = new BatchingProcessor(2);
-
         $generator = (static function () {
             yield from [];
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(0, $result);
     }
 
     public function test_handles_exact_batch_size_multiple(): void
     {
         $processor = new BatchingProcessor(2);
-
         $generator = (static function () {
             yield rows(
                 row(int_entry('id', 1)),
@@ -40,9 +37,8 @@ public function test_handles_exact_batch_size_multiple(): void
                 row(int_entry('id', 4)),
             );
         })();
-
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(2, $result);
         static::assertCount(2, $result[0]);
         static::assertCount(2, $result[1]);
@@ -51,7 +47,6 @@ public function test_handles_exact_batch_size_multiple(): void
     public function test_handles_single_large_batch(): void
     {
         $processor = new BatchingProcessor(3);
-
         $generator = (static function () {
             yield rows(
                 row(int_entry('id', 1)),
@@ -61,9 +56,8 @@ public function test_handles_single_large_batch(): void
                 row(int_entry('id', 5)),
             );
         })();
-
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(2, $result);
         static::assertCount(3, $result[0]);
         static::assertCount(2, $result[1]);
@@ -72,7 +66,6 @@ public function test_handles_single_large_batch(): void
     public function test_rebatches_rows_into_fixed_size(): void
     {
         $processor = new BatchingProcessor(2);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)));
             yield rows(row(int_entry('id', 2)));
@@ -80,9 +73,8 @@ public function test_rebatches_rows_into_fixed_size(): void
             yield rows(row(int_entry('id', 4)));
             yield rows(row(int_entry('id', 5)));
         })();
-
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(3, $result);
         static::assertCount(2, $result[0]);
         static::assertCount(2, $result[1]);
@@ -93,7 +85,7 @@ public function test_throws_exception_for_negative_size(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Batch size must be greater than 0');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new BatchingProcessor(-1);
     }
@@ -102,7 +94,7 @@ public function test_throws_exception_for_zero_size(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Batch size must be greater than 0');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new BatchingProcessor(0);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/CollectingProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/CollectingProcessorTest.php
index 4354ae69cb..9ee3a50eea 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/CollectingProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/CollectingProcessorTest.php
@@ -5,6 +5,7 @@
 namespace Flow\ETL\Tests\Unit\Processor;
 
 use Flow\ETL\Processor\CollectingProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -24,6 +25,7 @@ public function test_collects_all_rows_into_single_batch(): void
             yield rows(row(int_entry('id', 4)), row(int_entry('id', 5)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
@@ -48,6 +50,7 @@ public function test_handles_empty_input(): void
             yield from [];
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
@@ -62,6 +65,7 @@ public function test_handles_single_batch(): void
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 2)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/ConstrainedProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/ConstrainedProcessorTest.php
index feaef5f8fe..8722d0642c 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/ConstrainedProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/ConstrainedProcessorTest.php
@@ -9,6 +9,7 @@
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Processor\ConstrainedProcessor;
 use Flow\ETL\Row;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -21,13 +22,10 @@ final class ConstrainedProcessorTest extends FlowTestCase
     public function test_handles_empty_constraints(): void
     {
         $processor = new ConstrainedProcessor([]);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)));
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(1, $result);
     }
 
@@ -49,15 +47,11 @@ public function violation(Row $row): string
                 return '';
             }
         };
-
         $processor = new ConstrainedProcessor([$constraint]);
-
         $generator = (static function () {
             yield from [];
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(0, $result);
     }
 
@@ -66,6 +60,7 @@ public function test_passes_rows_when_all_constraints_satisfied(): void
         $constraint = new class implements Constraint {
             public function isSatisfiedBy(Row $row): bool
             {
+                // @mago-ignore analysis:possibly-null-operand,possibly-invalid-operand
                 return $row->valueOf('id') > 0;
             }
 
@@ -79,15 +74,12 @@ public function violation(Row $row): string
                 return 'id must be greater than 0';
             }
         };
-
         $processor = new ConstrainedProcessor([$constraint]);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 2)));
         })();
-
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
-
         static::assertCount(1, $result);
         static::assertCount(2, $result[0]);
     }
@@ -96,7 +88,7 @@ public function test_throws_exception_for_invalid_constraint_type(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Pipeline constraints must be of type Flow\ETL\Constraint');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new ConstrainedProcessor(['not a constraint']);
     }
@@ -106,6 +98,7 @@ public function test_throws_exception_when_constraint_violated(): void
         $constraint = new class implements Constraint {
             public function isSatisfiedBy(Row $row): bool
             {
+                // @mago-ignore analysis:possibly-null-operand,possibly-invalid-operand
                 return $row->valueOf('id') > 0;
             }
 
@@ -119,15 +112,11 @@ public function violation(Row $row): string
                 return 'id must be greater than 0';
             }
         };
-
         $processor = new ConstrainedProcessor([$constraint]);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)), row(int_entry('id', -1)));
         })();
-
         $this->expectException(ConstraintViolationException::class);
-
         iterator_to_array($processor->process($generator, flow_context()));
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/GroupByProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/GroupByProcessorTest.php
index 708caba6b1..fa42188bb7 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/GroupByProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/GroupByProcessorTest.php
@@ -6,6 +6,7 @@
 
 use Flow\ETL\GroupBy;
 use Flow\ETL\Processor\GroupByProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -31,6 +32,7 @@ public function test_groups_across_multiple_batches(): void
             yield rows(row(str_entry('category', 'b'), int_entry('amount', 15)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
@@ -38,7 +40,7 @@ public function test_groups_across_multiple_batches(): void
         $resultArray = $result[0]->toArray();
         static::assertCount(2, $resultArray);
 
-        $categoryA = array_values(array_filter($resultArray, static fn($r) => $r['category'] === 'a'))[0];
+        $categoryA = array_values(array_filter($resultArray, static fn(array $r): bool => $r['category'] === 'a'))[0];
 
         static::assertEquals(30, $categoryA['amount_sum']);
     }
@@ -58,6 +60,7 @@ public function test_groups_and_aggregates_rows(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
@@ -65,8 +68,8 @@ public function test_groups_and_aggregates_rows(): void
         $resultArray = $result[0]->toArray();
         static::assertCount(2, $resultArray);
 
-        $categoryA = array_values(array_filter($resultArray, static fn($r) => $r['category'] === 'a'))[0];
-        $categoryB = array_values(array_filter($resultArray, static fn($r) => $r['category'] === 'b'))[0];
+        $categoryA = array_values(array_filter($resultArray, static fn(array $r): bool => $r['category'] === 'a'))[0];
+        $categoryB = array_values(array_filter($resultArray, static fn(array $r): bool => $r['category'] === 'b'))[0];
 
         static::assertEquals(30, $categoryA['amount_sum']);
         static::assertEquals(15, $categoryB['amount_sum']);
@@ -83,6 +86,7 @@ public function test_handles_empty_input(): void
             yield from [];
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/HashJoinProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/HashJoinProcessorTest.php
index a6d72dda58..10acba6820 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/HashJoinProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/HashJoinProcessorTest.php
@@ -7,6 +7,7 @@
 use Flow\ETL\Join\Expression;
 use Flow\ETL\Join\Join;
 use Flow\ETL\Processor\HashJoinProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\df;
@@ -44,6 +45,7 @@ public function test_handles_empty_right_side(): void
             yield rows(row(int_entry('id', 1), int_entry('amount', 100)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $allRows = [];
 
@@ -73,7 +75,9 @@ public function test_inner_join(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
+        /** @var list<array<array-key, mixed>> $allRows */
         $allRows = [];
 
         foreach ($result as $batch) {
@@ -102,7 +106,9 @@ public function test_left_join(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
+        /** @var list<array<array-key, mixed>> $allRows */
         $allRows = [];
 
         foreach ($result as $batch) {
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/OffsetProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/OffsetProcessorTest.php
index bf541bceec..c528b2e28d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/OffsetProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/OffsetProcessorTest.php
@@ -6,6 +6,7 @@
 
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Processor\OffsetProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -18,14 +19,13 @@ final class OffsetProcessorTest extends FlowTestCase
     public function test_offset_greater_than_total_rows_yields_nothing(): void
     {
         $processor = new OffsetProcessor(10);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 2)));
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $totalRows = 0;
 
+        /** @var Rows $batch */
         foreach ($result as $batch) {
             $totalRows += $batch->count();
         }
@@ -36,14 +36,13 @@ public function test_offset_greater_than_total_rows_yields_nothing(): void
     public function test_offset_within_single_batch(): void
     {
         $processor = new OffsetProcessor(1);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 2)), row(int_entry('id', 3)));
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $allRows = [];
 
+        /** @var Rows $batch */
         foreach ($result as $batch) {
             foreach ($batch->toArray() as $rowData) {
                 $allRows[] = $rowData;
@@ -62,14 +61,13 @@ public function test_offset_within_single_batch(): void
     public function test_offset_zero_yields_all_rows(): void
     {
         $processor = new OffsetProcessor(0);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 2)));
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $totalRows = 0;
 
+        /** @var Rows $batch */
         foreach ($result as $batch) {
             $totalRows += $batch->count();
         }
@@ -80,15 +78,14 @@ public function test_offset_zero_yields_all_rows(): void
     public function test_skips_first_n_rows(): void
     {
         $processor = new OffsetProcessor(2);
-
         $generator = (static function () {
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 2)));
             yield rows(row(int_entry('id', 3)), row(int_entry('id', 4)));
         })();
-
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $allRows = [];
 
+        /** @var Rows $batch */
         foreach ($result as $batch) {
             foreach ($batch->toArray() as $rowData) {
                 $allRows[] = $rowData;
@@ -108,7 +105,7 @@ public function test_throws_exception_for_negative_offset(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Offset must be greater than or equal to 0');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new OffsetProcessor(-1);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/PartitioningProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/PartitioningProcessorTest.php
index 0d1140a80c..3403bbc517 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/PartitioningProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/PartitioningProcessorTest.php
@@ -7,6 +7,7 @@
 use Flow\ETL\Cache\Implementation\InMemoryCache;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Processor\PartitioningProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\config_builder;
@@ -50,6 +51,7 @@ public function test_partitions_rows_by_column(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, $context));
         $allRows = [];
 
@@ -76,7 +78,9 @@ public function test_partitions_with_order_by(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, $context));
+        /** @var list<array<array-key, mixed>> $allRows */
         $allRows = [];
 
         foreach ($result as $batch) {
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/SortingProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/SortingProcessorTest.php
index d2260dcbb7..5b7b83510d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/SortingProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/SortingProcessorTest.php
@@ -6,6 +6,7 @@
 
 use Flow\ETL\Dataset\Memory\Unit;
 use Flow\ETL\Processor\SortingProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Sort\SortAlgorithms;
 use Flow\ETL\Tests\FlowTestCase;
 
@@ -52,6 +53,7 @@ public function test_sorts_across_multiple_batches(): void
             yield rows(row(int_entry('id', 2)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, $context));
         $allRows = [];
 
@@ -84,6 +86,7 @@ public function test_sorts_rows_ascending(): void
             yield rows(row(int_entry('id', 3)), row(int_entry('id', 1)), row(int_entry('id', 2)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, $context));
         $allRows = [];
 
@@ -116,6 +119,7 @@ public function test_sorts_rows_descending(): void
             yield rows(row(int_entry('id', 1)), row(int_entry('id', 3)), row(int_entry('id', 2)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, $context));
         $allRows = [];
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/VoidProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/VoidProcessorTest.php
index 5fc980be29..7784df0469 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/VoidProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/VoidProcessorTest.php
@@ -5,6 +5,7 @@
 namespace Flow\ETL\Tests\Unit\Processor;
 
 use Flow\ETL\Processor\VoidProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -23,6 +24,7 @@ public function test_discards_all_rows_and_yields_empty_batch(): void
             yield rows(row(int_entry('id', 3)), row(int_entry('id', 4)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
@@ -37,6 +39,7 @@ public function test_handles_empty_input(): void
             yield from [];
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
 
         static::assertCount(1, $result);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/WindowProcessorTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/WindowProcessorTest.php
index b0d7228189..f7a5395560 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/WindowProcessorTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Processor/WindowProcessorTest.php
@@ -5,6 +5,7 @@
 namespace Flow\ETL\Tests\Unit\Processor;
 
 use Flow\ETL\Processor\WindowProcessor;
+use Flow\ETL\Rows;
 use Flow\ETL\Tests\FlowTestCase;
 
 use function Flow\ETL\DSL\flow_context;
@@ -32,7 +33,9 @@ public function test_applies_window_function(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
+        /** @var list<array<array-key, mixed>> $allRows */
         $allRows = [];
 
         foreach ($result as $batch) {
@@ -70,6 +73,7 @@ public function test_handles_single_partition(): void
             yield rows(row(int_entry('amount', 300)), row(int_entry('amount', 100)), row(int_entry('amount', 200)));
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $allRows = [];
 
@@ -80,6 +84,7 @@ public function test_handles_single_partition(): void
         }
 
         static::assertCount(3, $allRows);
+        // @mago-ignore analysis:deprecated-method
         static::assertContainsOnly('int', array_column($allRows, 'rank'));
     }
 
@@ -98,6 +103,7 @@ public function test_processes_multiple_partitions(): void
             );
         })();
 
+        /** @var list<Rows> $result */
         $result = iterator_to_array($processor->process($generator, flow_context()));
         $allRows = [];
 
@@ -109,8 +115,8 @@ public function test_processes_multiple_partitions(): void
 
         static::assertCount(4, $allRows);
 
-        $groupA = array_filter($allRows, static fn($r) => $r['group'] === 'a');
-        $groupB = array_filter($allRows, static fn($r) => $r['group'] === 'b');
+        $groupA = array_filter($allRows, static fn(array $r): bool => $r['group'] === 'a');
+        $groupB = array_filter($allRows, static fn(array $r): bool => $r['group'] === 'b');
 
         static::assertCount(2, $groupA);
         static::assertCount(2, $groupB);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/AnyThrowableTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/AnyThrowableTest.php
index 6f0f44df59..c4a02090bb 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/AnyThrowableTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/AnyThrowableTest.php
@@ -6,7 +6,7 @@
 
 use Error;
 use Exception;
-use Flow\ETL\Exception\InvalidArgumentException as ETLInvalidArgumentException;
+use Flow\ETL\Exception\InvalidArgumentException as FlowInvalidArgumentException;
 use Flow\ETL\Retry\RetryStrategy\AnyThrowable;
 use InvalidArgumentException;
 use LogicException;
@@ -42,7 +42,7 @@ public function test_retries_on_any_exception(): void
 
     public function test_throws_exception_for_negative_limit(): void
     {
-        $this->expectException(ETLInvalidArgumentException::class);
+        $this->expectException(FlowInvalidArgumentException::class);
         $this->expectExceptionMessage('Retry limit must be greater than 0');
 
         new AnyThrowable(-1);
@@ -50,7 +50,7 @@ public function test_throws_exception_for_negative_limit(): void
 
     public function test_throws_exception_for_zero_limit(): void
     {
-        $this->expectException(ETLInvalidArgumentException::class);
+        $this->expectException(FlowInvalidArgumentException::class);
         $this->expectExceptionMessage('Retry limit must be greater than 0');
 
         new AnyThrowable(0);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/OnExceptionTypesTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/OnExceptionTypesTest.php
index 3d461365e6..e894e47571 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/OnExceptionTypesTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Retry/RetryStrategy/OnExceptionTypesTest.php
@@ -23,9 +23,7 @@ public function test_custom_exception_types(): void
     {
         $customException = new class('test') extends Exception {};
         $anotherException = new class('test') extends RuntimeException {};
-
         $strategy = new OnExceptionTypes([Exception::class], 3);
-
         static::assertTrue($strategy->shouldRetry($customException, 1));
         static::assertTrue($strategy->shouldRetry($anotherException, 1));
     }
@@ -36,14 +34,12 @@ public function test_empty_array_throws_exception(): void
         $this->expectExceptionMessage(
             'Exception types cannot be empty. Use AnyThrowable strategy to retry on any throwable.',
         );
-
         new OnExceptionTypes([], 3);
     }
 
     public function test_error_types_are_supported(): void
     {
         $strategy = new OnExceptionTypes([Error::class], 3);
-
         static::assertTrue($strategy->shouldRetry(new Error('test'), 1));
         static::assertTrue($strategy->shouldRetry(new TypeError('test'), 1));
         static::assertFalse($strategy->shouldRetry(new Exception('test'), 1));
@@ -52,11 +48,9 @@ public function test_error_types_are_supported(): void
     public function test_inheritance_with_specific_subclass(): void
     {
         $strategy = new OnExceptionTypes([LogicException::class], 3);
-
         // Should match LogicException and its subclasses
         static::assertTrue($strategy->shouldRetry(new LogicException('test'), 1));
         static::assertTrue($strategy->shouldRetry(new BaseInvalidArgumentException('test'), 1));
-
         // Should not match Exception or RuntimeException
         static::assertFalse($strategy->shouldRetry(new Exception('test'), 1));
         static::assertFalse($strategy->shouldRetry(new RuntimeException('test'), 1));
@@ -66,7 +60,7 @@ public function test_invalid_class_name_throws_exception(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage("Class 'NonExistentClass' does not exist");
-
+        // @mago-ignore analysis:possibly-invalid-argument
         /** @phpstan-ignore-next-line */
         new OnExceptionTypes(['NonExistentClass'], 3);
     }
@@ -75,7 +69,7 @@ public function test_non_throwable_class_throws_exception(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage("Class 'stdClass' is not a Throwable");
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         new OnExceptionTypes([stdClass::class], 3);
     }
@@ -84,7 +78,6 @@ public function test_respects_max_attempts(): void
     {
         $strategy = new OnExceptionTypes([RuntimeException::class], 3);
         $exception = new RuntimeException('test');
-
         static::assertTrue($strategy->shouldRetry($exception, 1));
         static::assertTrue($strategy->shouldRetry($exception, 2));
         static::assertTrue($strategy->shouldRetry($exception, 3));
@@ -95,7 +88,6 @@ public function test_respects_max_attempts(): void
     public function test_retries_on_multiple_exception_types(): void
     {
         $strategy = new OnExceptionTypes([RuntimeException::class, UnexpectedValueException::class], 3);
-
         static::assertTrue($strategy->shouldRetry(new RuntimeException('test'), 1));
         static::assertTrue($strategy->shouldRetry(new UnexpectedValueException('test'), 1));
         static::assertFalse($strategy->shouldRetry(new Exception('test'), 1));
@@ -105,7 +97,6 @@ public function test_retries_on_multiple_exception_types(): void
     public function test_retries_on_specific_exception_types(): void
     {
         $strategy = new OnExceptionTypes([RuntimeException::class], 3);
-
         static::assertTrue($strategy->shouldRetry(new RuntimeException('test'), 1));
         static::assertFalse($strategy->shouldRetry(new Exception('test'), 1));
         static::assertFalse($strategy->shouldRetry(new LogicException('test'), 1));
@@ -114,7 +105,6 @@ public function test_retries_on_specific_exception_types(): void
     public function test_supports_exception_inheritance(): void
     {
         $strategy = new OnExceptionTypes([Exception::class], 3);
-
         // Should match Exception and all its subclasses
         static::assertTrue($strategy->shouldRetry(new Exception('test'), 1));
         static::assertTrue($strategy->shouldRetry(new RuntimeException('test'), 1));
@@ -125,7 +115,6 @@ public function test_supports_exception_inheritance(): void
     public function test_throwable_interface_is_accepted(): void
     {
         $strategy = new OnExceptionTypes([Throwable::class], 3);
-
         static::assertTrue($strategy->shouldRetry(new Exception('test'), 1));
         static::assertTrue($strategy->shouldRetry(new Error('test'), 1));
     }
@@ -134,7 +123,6 @@ public function test_throws_exception_for_negative_limit(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Retry limit must be greater than 0');
-
         new OnExceptionTypes([RuntimeException::class], -1);
     }
 
@@ -142,7 +130,6 @@ public function test_throws_exception_for_zero_limit(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Retry limit must be greater than 0');
-
         new OnExceptionTypes([RuntimeException::class], 0);
     }
 }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/ArrayToRowTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/ArrayToRowTest.php
index 28486cd1ba..915951b168 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/ArrayToRowTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/ArrayToRowTest.php
@@ -44,15 +44,20 @@ public function test_building_single_row_from_array_with_rows_fails(): void
         ], flow_context(config())->entryFactory());
 
         static::assertEquals(
-            row(struct_entry('e00', ['id' => 1234, 'deleted' => false, 'phase' => null], type_structure([
-                'id' => type_integer(),
-                'deleted' => type_boolean(),
-                'phase' => type_null(),
-            ])), struct_entry('e01', ['id' => 4321, 'deleted' => true, 'phase' => 'launch'], type_structure([
-                'id' => type_integer(),
-                'deleted' => type_boolean(),
-                'phase' => type_string(),
-            ]))),
+            row(
+                // @mago-ignore analysis:less-specific-argument
+                struct_entry('e00', ['id' => 1234, 'deleted' => false, 'phase' => null], type_structure([
+                    'id' => type_integer(),
+                    'deleted' => type_boolean(),
+                    'phase' => type_null(),
+                ])),
+                // @mago-ignore analysis:less-specific-argument
+                struct_entry('e01', ['id' => 4321, 'deleted' => true, 'phase' => 'launch'], type_structure([
+                    'id' => type_integer(),
+                    'deleted' => type_boolean(),
+                    'phase' => type_string(),
+                ])),
+            ),
             $row,
         );
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/BooleanEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/BooleanEntryTest.php
index 6bf6dc8028..2c4ae98435 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/BooleanEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/BooleanEntryTest.php
@@ -30,33 +30,21 @@ public static function is_equal_data_provider(): Generator
         ];
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = boolean_entry('entry-name', true);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', boolean_entry('0', true)->name());
     }
 
+    /**
+     * @param BooleanEntry<bool|null> $entry
+     * @param BooleanEntry<bool|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, BooleanEntry $entry, BooleanEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = boolean_entry('entry-name', true);
-
-        static::assertEquals($entry, $entry->map(static fn(?bool $value): ?bool => $value));
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectExceptionMessage('Entry name cannot be empty');
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateEntryTest.php
index 72fd0e3d39..036a24fb82 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateEntryTest.php
@@ -59,15 +59,6 @@ public static function is_equal_data_provider(): Generator
         ];
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = date_entry('name', new DateTimeImmutable('2020-01-01 00:00:00+00'));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', date_entry('0', new DateTimeImmutable('2020-07-13 12:00'))->name());
@@ -83,22 +74,16 @@ public function test_invalid_date(): void
         date_entry('a', 'random string');
     }
 
+    /**
+     * @param DateEntry<\DateTimeInterface|null> $entry
+     * @param DateEntry<\DateTimeInterface|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, DateEntry $entry, DateEntry $nextEntry): void
     {
         static::assertEquals($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = date_entry('entry-name', new DateTimeImmutable());
-
-        static::assertEquals(
-            $entry,
-            $entry->map(static fn(?DateTimeInterface $dateTimeImmutable): ?DateTimeInterface => $dateTimeImmutable),
-        );
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectException(InvalidArgumentException::class);
@@ -149,7 +134,7 @@ public function test_serialization(): void
         $string = date_entry('name', new DateTimeImmutable('2020-01-01 00:00:00+00'));
 
         $serialized = serialize($string);
-        /** @var DateEntry $unserialized */
+        /** @var DateEntry<\DateTimeInterface|null> $unserialized */
         $unserialized = unserialize($serialized);
 
         static::assertTrue($string->isEqual($unserialized));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateTimeEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateTimeEntryTest.php
index 55a3c5cd0c..c3fb6231c8 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateTimeEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/DateTimeEntryTest.php
@@ -63,15 +63,6 @@ public static function is_equal_data_provider(): Generator
         ];
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = datetime_entry('name', new DateTimeImmutable('2020-07-13 12:00'));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', datetime_entry('0', new DateTimeImmutable('2020-07-13 12:00'))->name());
@@ -87,22 +78,16 @@ public function test_invalid_date(): void
         datetime_entry('a', 'random string');
     }
 
+    /**
+     * @param DateTimeEntry<\DateTimeInterface|null> $entry
+     * @param DateTimeEntry<\DateTimeInterface|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, DateTimeEntry $entry, DateTimeEntry $nextEntry): void
     {
         static::assertEquals($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = datetime_entry('entry-name', new DateTimeImmutable());
-
-        static::assertEquals(
-            $entry,
-            $entry->map(static fn(?DateTimeInterface $dateTimeImmutable): ?DateTimeInterface => $dateTimeImmutable),
-        );
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectException(InvalidArgumentException::class);
@@ -137,7 +122,7 @@ public function test_serialization(): void
         $string = datetime_entry('name', new DateTimeImmutable('2020-01-01 00:00:00+00'));
 
         $serialized = serialize($string);
-        /** @var DateTimeEntry $unserialized */
+        /** @var DateTimeEntry<\DateTimeInterface|null> $unserialized */
         $unserialized = unserialize($serialized);
 
         static::assertTrue($string->isEqual($unserialized));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/EnumEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/EnumEntryTest.php
index a326902a64..6693e6597b 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/EnumEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/EnumEntryTest.php
@@ -17,18 +17,20 @@ final class EnumEntryTest extends FlowTestCase
 {
     public function test_creating_backed_int_enum_entry(): void
     {
-        $enum = enum_entry('enum', BackedIntEnum::one);
+        $value = enum_entry('enum', BackedIntEnum::one)->value();
 
-        static::assertSame(BackedIntEnum::one, $enum->value());
-        static::assertSame(1, $enum->value()->value);
+        static::assertInstanceOf(BackedIntEnum::class, $value);
+        static::assertSame(BackedIntEnum::one, $value);
+        static::assertSame(1, $value->value);
     }
 
     public function test_creating_backed_string_enum_entry(): void
     {
-        $enum = enum_entry('enum', BackedStringEnum::one);
+        $value = enum_entry('enum', BackedStringEnum::one)->value();
 
-        static::assertSame(BackedStringEnum::one, $enum->value());
-        static::assertSame('one', $enum->value()->value);
+        static::assertInstanceOf(BackedStringEnum::class, $value);
+        static::assertSame(BackedStringEnum::one, $value);
+        static::assertSame('one', $value->value);
     }
 
     public function test_creating_basic_enum_entry(): void
@@ -47,15 +49,6 @@ enum_entry('enum', BackedStringEnum::one)->definition(),
         );
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = enum_entry('enum', BackedIntEnum::one);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_is_equal(): void
     {
         static::assertTrue(enum_entry('enum', BasicEnum::one)->isEqual(enum_entry('enum', BasicEnum::one)));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/FloatEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/FloatEntryTest.php
index 9d38d97eac..32312fb7e6 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/FloatEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/FloatEntryTest.php
@@ -39,34 +39,22 @@ public static function is_equal_data_provider(): Generator
         ];
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = float_entry('float', 1.0);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', float_entry('0', 0)->name());
         static::assertSame(0.0, float_entry('0', 0)->value());
     }
 
+    /**
+     * @param FloatEntry<float|null> $entry
+     * @param FloatEntry<float|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, FloatEntry $entry, FloatEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $float = float_entry('entry-name', 1);
-
-        static::assertEquals($float, $float->map(static fn(?float $float): ?float => $float));
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectExceptionMessage('Entry name cannot be empty');
@@ -100,7 +88,6 @@ public function test_serialization(): void
         $float = float_entry('name', 1.0);
 
         $serialized = serialize($float);
-        /** @var FloatEntry $unserialized */
         $unserialized = type_instance_of(FloatEntry::class)->assert(unserialize($serialized));
 
         static::assertTrue($float->isEqual($unserialized));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/HTMLEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/HTMLEntryTest.php
index f2aafc398a..5f64f0bc43 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/HTMLEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/HTMLEntryTest.php
@@ -18,6 +18,7 @@
 use function Flow\ETL\DSL\str_entry;
 use function preg_replace;
 
+// @mago-ignore analysis:unavailable-method
 #[RequiresPhp('>= 8.4')]
 final class HTMLEntryTest extends TestCase
 {
@@ -151,25 +152,8 @@ public function test_definition(): void
         );
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = html_entry('html', <<<'HTML'
-            <!DOCTYPE html>
-            <html lang="en">
-            <head></head>
-            <body>
-                <div id="foo">2</div>
-                <p>3</p>
-            </body>
-            </html>
-            HTML);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     /**
+     * @param HTMLEntry<\Dom\HTMLDocument|null> $entry
      * @param Entry<mixed> $nextEntry
      */
     #[DataProvider('is_equal_data_provider')]
@@ -178,20 +162,10 @@ public function test_is_equal(bool $equals, HTMLEntry $entry, Entry $nextEntry):
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = html_entry(
-            'entry-name',
-            '<!DOCTYPE html><html lang="en"><head></head><body><div>baz</div></body></html>',
-        );
-
-        static::assertEquals($entry, $entry->map(static fn($value) => $value));
-    }
-
     public function test_rename_preserves_metadata(): void
     {
         $metadata = Metadata::fromArray(['description' => 'test metadata', 'priority' => 1]);
-        $entry = new HTMLEntry(
+        $entry = HTMLEntry::fromString(
             'old_name',
             '<!DOCTYPE html><html lang="en"><head></head><body><div>test</div></body></html>',
             $metadata,
@@ -200,7 +174,7 @@ public function test_rename_preserves_metadata(): void
         $renamedEntry = $entry->rename('new_name');
 
         static::assertSame('new_name', $renamedEntry->name());
-        static::assertEquals($entry->value()?->saveHtml(), $renamedEntry->value()?->saveHtml());
+        static::assertEquals($entry->value()->saveHtml(), $renamedEntry->value()->saveHtml());
         static::assertTrue($renamedEntry->definition()->metadata()->isEqual($metadata));
     }
 
@@ -247,24 +221,6 @@ public function test_with_non_fully_valid_html_string(): void
         self::assertHtml($validHtml, $entry->toString(), true);
     }
 
-    public function test_with_value(): void
-    {
-        $entry = html_entry(
-            'html',
-            '<!DOCTYPE html><html lang="en"><head></head><body><div>foobar</div></body></html>',
-        );
-
-        /* @phpstan-ignore-next-line */
-        $html = HTMLDocument::createFromString(
-            '<!DOCTYPE html><html lang="en"><head></head><body><div>different</div></body></html>',
-        );
-
-        $newEntry = $entry->withValue($html);
-
-        static::assertNotEquals($entry->toString(), $newEntry->toString());
-        static::assertEquals($html, $newEntry->value());
-    }
-
     private function assertHtml(string $expected, string $html, bool $equals): void
     {
         $expected = preg_replace('/\s*/', '', $expected);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/IntegerEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/IntegerEntryTest.php
index 5e35b2558d..f7a5676750 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/IntegerEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/IntegerEntryTest.php
@@ -28,33 +28,21 @@ public static function is_equal_data_provider(): Generator
         ];
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = integer_entry('int', 1);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', integer_entry('0', 0)->name());
     }
 
+    /**
+     * @param IntegerEntry<int|null> $entry
+     * @param IntegerEntry<int|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, IntegerEntry $entry, IntegerEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = integer_entry('entry-name', 1);
-
-        static::assertEquals($entry, $entry->map(static fn(?int $int): ?int => $int));
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectExceptionMessage('Entry name cannot be empty');
@@ -88,7 +76,7 @@ public function test_serialization(): void
         $string = integer_entry('name', 1);
 
         $serialized = serialize($string);
-        /** @var IntegerEntry $unserialized */
+        /** @var IntegerEntry<int|null> $unserialized */
         $unserialized = unserialize($serialized);
 
         static::assertTrue($string->isEqual($unserialized));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonEntryTest.php
index 6104b08d71..8b4c7075cc 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonEntryTest.php
@@ -15,15 +15,11 @@
 use PHPUnit\Framework\Attributes\DataProvider;
 use stdClass;
 
-use function array_walk_recursive;
-use function assert;
 use function Flow\ETL\DSL\integer_entry;
 use function Flow\ETL\DSL\json_entry;
-use function Flow\Types\DSL\type_array;
-use function is_string;
+use function Flow\Types\DSL\type_instance_of;
 use function json_encode;
 use function serialize;
-use function trim;
 use function unserialize;
 
 final class JsonEntryTest extends FlowTestCase
@@ -131,22 +127,13 @@ public function test_create_entry_from_json_value_object(): void
         static::assertTrue($json->isEqual($entry->value()));
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = json_entry('name', ['foo' => 1, 'bar' => ['foo' => 'foo', 'bar' => 'bar'], 'baz']);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_empty_entry(): void
     {
         $jsonEntry = json_entry('empty', []);
         $jsonObjectEntry = JsonEntry::object('empty', []);
 
-        static::assertEquals([], $jsonEntry->value()?->toArray());
-        static::assertEquals([], $jsonObjectEntry->value()?->toArray());
+        static::assertEquals([], $jsonEntry->value()->toArray());
+        static::assertEquals([], $jsonObjectEntry->value()->toArray());
     }
 
     public function test_entry_name_can_be_zero(): void
@@ -162,53 +149,16 @@ public function test_invalid_json(): void
         json_entry('a', 'random string');
     }
 
+    /**
+     * @param JsonEntry<\Flow\Types\Value\Json|null> $entry
+     * @param JsonEntry<\Flow\Types\Value\Json|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, JsonEntry $entry, JsonEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $items = [
-            [
-                'item-id' => 1,
-                'name' => 'one',
-                'address' => [
-                    'line1' => "NO. 47 HENGSHAN ROAD, ECONOMIC TECHNOLOGICAL DEVELOPMENT ZONE, WUHU, ANHUI, 241000, CHINA\t\t\t\t\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t",
-                ],
-            ],
-            ['item-id' => 2, 'name' => 'two'],
-            ['item-id' => 3, 'name' => 'three'],
-        ];
-        $entry = json_entry('items', $items)->map(static function (?Json $json): array {
-            $value = $json?->toArray();
-            type_array()->assert($value);
-            array_walk_recursive($value, static function (&$v): void {
-                if (is_string($v)) {
-                    $v = trim($v);
-                }
-            });
-
-            return $value;
-        });
-
-        static::assertEquals(
-            [
-                [
-                    'item-id' => 1,
-                    'name' => 'one',
-                    'address' => [
-                        'line1' => 'NO. 47 HENGSHAN ROAD, ECONOMIC TECHNOLOGICAL DEVELOPMENT ZONE, WUHU, ANHUI, 241000, CHINA',
-                    ],
-                ],
-                ['item-id' => 2, 'name' => 'two'],
-                ['item-id' => 3, 'name' => 'three'],
-            ],
-            $entry->value()?->toArray(),
-        );
-    }
-
     public function test_prevent_from_creating_object_with_integers_as_keys_in_entry(): void
     {
         $this->expectException(InvalidArgumentException::class);
@@ -233,7 +183,7 @@ public function test_rename_preserves_metadata(): void
         $renamedEntry = $entry->rename('new_name');
 
         static::assertSame('new_name', $renamedEntry->name());
-        static::assertEquals($entry->value()?->toArray(), $renamedEntry->value()?->toArray());
+        static::assertEquals($entry->value()->toArray(), $renamedEntry->value()->toArray());
         static::assertTrue($renamedEntry->definition()->metadata()->isEqual($metadata));
     }
 
@@ -263,9 +213,8 @@ public function test_serialization(): void
         $entry = json_entry('name', ['foo' => 1, 'bar' => ['foo' => 'foo', 'bar' => 'bar'], 'baz']);
 
         $serialized = serialize($entry);
-        $unserialized = unserialize($serialized);
+        $unserialized = type_instance_of(Entry::class)->assert(unserialize($serialized));
 
-        assert($unserialized instanceof Entry);
         static::assertTrue($entry->isEqual($unserialized));
     }
 
@@ -274,9 +223,8 @@ public function test_serialization_of_json_objects(): void
         $entry = JsonEntry::object('entry-name', ['id' => 1, 'name' => 'one']);
 
         $serialized = serialize($entry);
-        $unserialized = unserialize($serialized);
+        $unserialized = type_instance_of(Entry::class)->assert(unserialize($serialized));
 
-        assert($unserialized instanceof Entry);
         static::assertTrue($entry->isEqual($unserialized));
     }
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonObjectEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonObjectEntryTest.php
index 129878eac3..f3169343b2 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonObjectEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/JsonObjectEntryTest.php
@@ -13,7 +13,6 @@
 use stdClass;
 
 use function Flow\ETL\DSL\integer_entry;
-use function Flow\ETL\DSL\json_object_entry;
 use function json_encode;
 
 final class JsonObjectEntryTest extends FlowTestCase
@@ -86,30 +85,16 @@ public static function is_equal_data_provider(): Generator
         ];
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = json_object_entry('entry-name', ['id' => 1, 'name' => 'one']);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
+    /**
+     * @param JsonEntry<\Flow\Types\Value\Json|null> $entry
+     * @param JsonEntry<\Flow\Types\Value\Json|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, JsonEntry $entry, JsonEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $item = ['item-id' => 1, 'name' => 'one'];
-        $entry = JsonEntry::object('item', $item);
-        $mappedEntry = $entry->map(static fn(?Json $json): array => ['item-id' => 1, 'name' => 'ONE']);
-
-        static::assertEquals(JsonEntry::object('item', ['item-id' => 1, 'name' => 'ONE']), $mappedEntry);
-    }
-
     public function test_renames_entry(): void
     {
         $entry = JsonEntry::object('entry-name', ['id' => 1, 'name' => 'one']);
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/ListEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/ListEntryTest.php
index 42d8c4abf3..a495fcea51 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/ListEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/ListEntryTest.php
@@ -19,7 +19,6 @@
 use function Flow\Types\DSL\type_integer;
 use function Flow\Types\DSL\type_list;
 use function Flow\Types\DSL\type_string;
-use function implode;
 
 final class ListEntryTest extends FlowTestCase
 {
@@ -27,7 +26,6 @@ public function test_create_with_empty_name(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Entry name cannot be empty');
-
         list_entry('', ['one', 'two', 'three'], type_list(type_string()));
     }
 
@@ -35,7 +33,6 @@ public function test_creating_boolean_list_from_wrong_value_types(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Expected list<boolean> got different types: array<mixed>');
-
         list_entry('list', ['string', false], type_list(type_boolean()));
     }
 
@@ -43,7 +40,6 @@ public function test_creating_datetime_list_from_wrong_value_types(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Expected list<object<DateTimeInterface>> got different types: array<mixed>');
-
         list_entry('list', ['string', new DateTimeImmutable()], type_list(type_instance_of(DateTimeInterface::class)));
     }
 
@@ -51,7 +47,6 @@ public function test_creating_float_list_from_wrong_value_types(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Expected list<float> got different types: array<mixed>');
-
         list_entry('list', ['string', 1.3], type_list(type_float()));
     }
 
@@ -59,7 +54,6 @@ public function test_creating_integer_list_from_wrong_value_types(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Expected list<integer> got different types: array<mixed>');
-
         list_entry('list', ['string', 1], type_list(type_integer()));
     }
 
@@ -67,7 +61,7 @@ public function test_creating_list_from_not_list_array(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Expected list<integer> got different types: map<string, integer>');
-
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         list_entry('list', ['a' => 1, 'b' => 2], type_list(type_integer()));
     }
@@ -76,7 +70,6 @@ public function test_creating_string_list_from_wrong_value_types(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Expected list<string> got different types: array<mixed>');
-
         list_entry('list', ['string', 1], type_list(type_string()));
     }
 
@@ -88,15 +81,6 @@ public function test_definition(): void
         );
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = list_entry('strings', ['one', 'two', 'three'], type_list(type_string()));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_is_equal(): void
     {
         static::assertTrue(list_entry('strings', ['one', 'two', 'three'], type_list(type_string()))->isEqual(list_entry(
@@ -116,18 +100,6 @@ public function test_is_equal(): void
         )));
     }
 
-    public function test_map(): void
-    {
-        static::assertEquals(
-            list_entry('strings', ['one, two, three'], type_list(type_string())),
-            list_entry(
-                'strings',
-                ['one', 'two', 'three'],
-                type_list(type_string()),
-            )->map(static fn(array $value): array => [implode(', ', $value)]),
-        );
-    }
-
     public function test_rename(): void
     {
         static::assertEquals(
@@ -140,9 +112,7 @@ public function test_rename_preserves_metadata(): void
     {
         $metadata = Metadata::fromArray(['description' => 'test metadata', 'priority' => 1]);
         $entry = list_entry('old_name', ['one', 'two', 'three'], type_list(type_string()), $metadata);
-
         $renamedEntry = $entry->rename('new_name');
-
         static::assertSame('new_name', $renamedEntry->name());
         static::assertEquals(['one', 'two', 'three'], $renamedEntry->value());
         static::assertTrue($renamedEntry->definition()->metadata()->isEqual($metadata));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/MapEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/MapEntryTest.php
index d2ba919747..839f2f3c8b 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/MapEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/MapEntryTest.php
@@ -17,7 +17,6 @@
 use function Flow\Types\DSL\type_integer;
 use function Flow\Types\DSL\type_map;
 use function Flow\Types\DSL\type_string;
-use function implode;
 
 final class MapEntryTest extends FlowTestCase
 {
@@ -85,15 +84,6 @@ public function test_definition(): void
         );
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = map_entry('strings', ['one', 'two', 'three'], type_map(type_integer(), type_string()));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_is_equal(): void
     {
         static::assertTrue(map_entry(
@@ -113,18 +103,6 @@ public function test_is_equal(): void
         )->isEqual(map_entry('strings', ['one', 'two', 'three'], type_map(type_integer(), type_string()))));
     }
 
-    public function test_map(): void
-    {
-        static::assertEquals(
-            map_entry('strings', ['one, two, three'], type_map(type_integer(), type_string())),
-            map_entry(
-                'strings',
-                ['one', 'two', 'three'],
-                type_map(type_integer(), type_string()),
-            )->map(static fn(array $value): array => [implode(', ', $value)]),
-        );
-    }
-
     public function test_rename(): void
     {
         static::assertEquals(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StringEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StringEntryTest.php
index ce5276c65a..1abda55ac9 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StringEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StringEntryTest.php
@@ -56,28 +56,16 @@ public function test_creates_uppercase_value(): void
         static::assertEquals('IT SHOULD BE UPPERCASE', $entry->value());
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = string_entry('str', 'value');
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
+    /**
+     * @param StringEntry<string|null> $entry
+     * @param StringEntry<string|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, StringEntry $entry, StringEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = string_entry('entry-name', 'any string value');
-
-        static::assertEquals($entry, $entry->map(static fn(?string $value): ?string => $value));
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectExceptionMessage('Entry name cannot be empty');
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StructureEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StructureEntryTest.php
index 15d9a57b2e..e80b124015 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StructureEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/StructureEntryTest.php
@@ -61,7 +61,7 @@ public function test_creating_string_structure_from_wrong_value_types(): void
         $this->expectExceptionMessage(
             'Expected structure{id: integer, name: string} got different types: list<integer>',
         );
-
+        // @mago-ignore analysis:invalid-argument
         /**
          * @phpstan-ignore argument.type
          */
@@ -83,6 +83,7 @@ public function test_definition(): void
                     'city' => 'bar',
                 ],
             ],
+            // @mago-ignore analysis:less-specific-argument
             type_structure([
                 'id' => type_integer(),
                 'name' => type_string(),
@@ -92,7 +93,6 @@ public function test_definition(): void
                 ]),
             ]),
         );
-
         static::assertEquals(
             structure_schema('items', type_structure([
                 'id' => type_integer(),
@@ -106,19 +106,6 @@ public function test_definition(): void
         );
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = structure_entry('name', ['a1' => 1, 'a2' => 2, 'a3' => 3], type_structure([
-            'a1' => type_integer(),
-            'a2' => type_integer(),
-            'a3' => type_integer(),
-        ]));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', structure_entry('0', ['id' => 1, 'name' => 'one'], type_structure([
@@ -128,8 +115,8 @@ public function test_entry_name_can_be_zero(): void
     }
 
     /**
-     * @param StructureEntry<array<mixed>> $entry
-     * @param StructureEntry<array<mixed>> $nextEntry
+     * @param StructureEntry<mixed, array<string, mixed>|null> $entry
+     * @param StructureEntry<mixed, array<string, mixed>|null> $nextEntry
      */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, StructureEntry $entry, StructureEntry $nextEntry): void
@@ -137,18 +124,10 @@ public function test_is_equal(bool $equals, StructureEntry $entry, StructureEntr
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = structure_entry('entry-name', ['id' => 1234], type_structure(['id' => type_integer()]));
-
-        static::assertEquals($entry, $entry->map(static fn(?array $entries): ?array => $entries));
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Entry name cannot be empty');
-
         structure_entry('', ['id' => 1, 'name' => 'one'], type_structure([
             'id' => type_integer(),
             'name' => type_string(),
@@ -159,9 +138,7 @@ public function test_rename_preserves_metadata(): void
     {
         $metadata = Metadata::fromArray(['description' => 'test metadata', 'priority' => 1]);
         $entry = structure_entry('old_name', ['id' => 1234], type_structure(['id' => type_integer()]), $metadata);
-
         $renamedEntry = $entry->rename('new_name');
-
         static::assertSame('new_name', $renamedEntry->name());
         static::assertEquals(['id' => 1234], $renamedEntry->value());
         static::assertTrue($renamedEntry->definition()->metadata()->isEqual($metadata));
@@ -171,7 +148,6 @@ public function test_renames_entry(): void
     {
         $entry = structure_entry('entry-name', ['id' => 1234], type_structure(['id' => type_integer()]));
         $newEntry = $entry->rename('new-entry-name');
-
         static::assertEquals('new-entry-name', $newEntry->name());
         static::assertEquals($entry->value(), $newEntry->value());
     }
@@ -182,7 +158,6 @@ public function test_returns_array_as_value(): void
             'item-id' => type_integer(),
             'name' => type_string(),
         ]));
-
         static::assertEquals(
             [
                 'item-id' => 1,
@@ -197,11 +172,9 @@ public function test_serialization(): void
         $string = structure_entry('name', ['json' => ['5' => 5, '2' => 2, '3' => 3]], type_structure([
             'json' => type_array(),
         ]));
-
         $serialized = serialize($string);
-        /** @var StructureEntry<array<array-key, mixed>> $unserialized */
+        /** @var StructureEntry<mixed, array<string, mixed>|null> $unserialized */
         $unserialized = unserialize($serialized);
-
         static::assertTrue($string->isEqual($unserialized));
     }
 
@@ -210,8 +183,10 @@ public function test_structure_element_names_as_numbers(): void
         static::assertNotEquals(
             structure_entry(
                 'name',
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 ['1' => 1, '2' => '2'],
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 type_structure([
                     '1' => type_integer(),
@@ -220,8 +195,10 @@ public function test_structure_element_names_as_numbers(): void
             ),
             structure_entry(
                 'name',
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 ['1' => 1, '2' => '2', '3' => '3'],
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 type_structure([
                     '1' => type_integer(),
@@ -233,8 +210,10 @@ public function test_structure_element_names_as_numbers(): void
         static::assertEquals(
             structure_entry(
                 'name',
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 ['1' => 1, '2' => 2, '3' => 3],
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 type_structure([
                     '1' => type_integer(),
@@ -244,8 +223,10 @@ public function test_structure_element_names_as_numbers(): void
             ),
             structure_entry(
                 'name',
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 ['1' => 1, '2' => 2, '3' => 3],
+                // @mago-ignore analysis:possibly-invalid-argument
                 /** @phpstan-ignore-next-line */
                 type_structure([
                     '1' => type_integer(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/TimeEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/TimeEntryTest.php
index 1724738032..56e96de05e 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/TimeEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/TimeEntryTest.php
@@ -79,33 +79,21 @@ public function test_creating_from_time_string(): void
         static::assertEquals(time_entry('name', new DateInterval('PT1M23S')), $timeEntry);
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = time_entry('name', new DateInterval('P1D'));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
     public function test_entry_name_can_be_zero(): void
     {
         static::assertSame('0', time_entry('0', new DateInterval('PT10S'))->name());
     }
 
+    /**
+     * @param TimeEntry<\DateInterval|null> $entry
+     * @param TimeEntry<\DateInterval|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, TimeEntry $entry, TimeEntry $nextEntry): void
     {
         static::assertEquals($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = time_entry('entry-name', new DateInterval('PT10S'));
-
-        static::assertEquals($entry, $entry->map(static fn(?DateInterval $time): ?DateInterval => $time));
-    }
-
     public function test_prevents_from_creating_entry_with_empty_entry_name(): void
     {
         $this->expectException(InvalidArgumentException::class);
@@ -140,7 +128,7 @@ public function test_serialization(): void
         $string = time_entry('name', new DateInterval('P1D'));
 
         $serialized = serialize($string);
-        /** @var TimeEntry $unserialized */
+        /** @var TimeEntry<\DateInterval|null> $unserialized */
         $unserialized = unserialize($serialized);
 
         static::assertTrue($string->isEqual($unserialized));
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/UuidEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/UuidEntryTest.php
index 4d2c232da9..5bdc32512d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/UuidEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/UuidEntryTest.php
@@ -62,31 +62,19 @@ public function test_creates_uuid_entry_from_string(string $value): void
     {
         $entry = UuidEntry::from('entry-name', $value);
 
-        static::assertEquals($value, $entry->value()?->toString());
-    }
-
-    public function test_duplicating_entry(): void
-    {
-        $entry = uuid_entry('entry-name', Uuid::fromString('00000000-0000-0000-0000-000000000000'));
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
+        static::assertEquals($value, $entry->value()->toString());
     }
 
+    /**
+     * @param UuidEntry<\Flow\Types\Value\Uuid|null> $entry
+     * @param UuidEntry<\Flow\Types\Value\Uuid|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, UuidEntry $entry, UuidEntry $nextEntry): void
     {
         static::assertSame($equals, $entry->isEqual($nextEntry));
     }
 
-    public function test_map(): void
-    {
-        $entry = uuid_entry('entry-name', Uuid::fromString('00000000-0000-0000-0000-000000000000'));
-
-        static::assertEquals($entry, $entry->map(static fn($value) => $value));
-    }
-
     public function test_prevents_from_creating_entry_from_random_value(): void
     {
         $this->expectExceptionMessage("Invalid UUID: 'random-value'");
@@ -109,14 +97,14 @@ public function test_rename_preserves_metadata(): void
         $renamedEntry = $entry->rename('new_name');
 
         static::assertSame('new_name', $renamedEntry->name());
-        static::assertEquals($entry->value()?->toString(), $renamedEntry->value()?->toString());
+        static::assertEquals($entry->value()->toString(), $renamedEntry->value()->toString());
         static::assertTrue($renamedEntry->definition()->metadata()->isEqual($metadata));
     }
 
     public function test_renames_entry(): void
     {
         $entry = uuid_entry('entry-name', $uuid = Uuid::fromString('00000000-0000-0000-0000-000000000000'));
-        /** @var UuidEntry $newEntry */
+        /** @var UuidEntry<\Flow\Types\Value\Uuid|null> $newEntry */
         $newEntry = $entry->rename('new-entry-name');
 
         static::assertEquals('new-entry-name', $newEntry->name());
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLElementEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLElementEntryTest.php
index 849b4d8e24..1fefb6c91b 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLElementEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLElementEntryTest.php
@@ -22,19 +22,20 @@ public function test_create_from_dom_document(): void
     {
         $document = new DOMDocument();
         $document->loadXML('<root><name>User Name</name><id>01</id></root>');
+        static::assertNotNull($document->documentElement);
+        $firstChild = $document->documentElement->firstChild;
+        static::assertInstanceOf(DOMElement::class, $firstChild);
 
-        /* @phpstan-ignore-next-line */
-        $entry = xml_element_entry('node', $document->documentElement->firstChild);
-
-        static::assertInstanceOf(DOMElement::class, $entry->value());
+        $entry = xml_element_entry('node', $firstChild);
+        $value = $entry->value();
+        static::assertInstanceOf(DOMElement::class, $value);
         static::assertSame('<name>User Name</name>', $entry->toString());
-        static::assertSame($document->documentElement, $entry->value()->parentNode);
+        static::assertSame($document->documentElement, $value->parentNode);
     }
 
     public function test_create_from_string(): void
     {
         $entry = xml_element_entry('node', '<node attr="test">value</node>');
-
         static::assertInstanceOf(DOMElement::class, $entry->value());
         static::assertSame('<node attr="test">value</node>', $entry->toString());
     }
@@ -43,26 +44,14 @@ public function test_create_from_string_fails_with_invalid_xml(): void
     {
         $this->expectException(InvalidArgumentException::class);
         $this->expectExceptionMessage('Given string "test" is not valid XML');
-
         xml_element_entry('node', 'test');
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = xml_element_entry('node', '<node attr="test">value</node>');
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertSame($entry->toString(), $duplicated->toString());
-    }
-
     public function test_rename_preserves_metadata(): void
     {
         $metadata = Metadata::fromArray(['description' => 'test metadata', 'priority' => 1]);
         $entry = xml_element_entry('old_name', '<node attr="test">value</node>', $metadata);
-
         $renamedEntry = $entry->rename('new_name');
-
         static::assertSame('new_name', $renamedEntry->name());
         static::assertEquals($entry->toString(), $renamedEntry->toString());
         static::assertTrue($renamedEntry->definition()->metadata()->isEqual($metadata));
@@ -70,15 +59,15 @@ public function test_rename_preserves_metadata(): void
 
     public function test_serialization(): void
     {
-        $element = (new DOMDocument())->createElement('testElement', 'This is a test');
+        $element = type_instance_of(DOMElement::class)->assert((new DOMDocument())->createElement(
+            'testElement',
+            'This is a test',
+        ));
         $element->setAttribute('test', 'value');
-
         $entry = xml_element_entry('node', clone $element);
-
         $serialized = serialize($entry);
-        $unserialized = unserialize($serialized);
-
-        static::assertTrue($entry->isEqual(type_instance_of(XMLElementEntry::class)->assert($unserialized)));
+        $unserialized = type_instance_of(XMLElementEntry::class)->assert(unserialize($serialized));
+        static::assertTrue($entry->isEqual($unserialized));
         static::assertInstanceOf(DOMElement::class, $entry->value());
         static::assertEquals($element->attributes, $entry->value()->attributes);
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLEntryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLEntryTest.php
index 10903614a5..9bcfee6cad 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLEntryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/Entry/XMLEntryTest.php
@@ -131,28 +131,10 @@ public function test_creating_xml_entry_with_empty_dom_document(): void
         static::assertSame("<?xml version=\"1.0\"?>\n", $entry->__toString());
     }
 
-    public function test_duplicating_entry(): void
-    {
-        $entry = xml_entry('xml', <<<'XML'
-            <xml>
-                <root>
-                    <item>
-                        <id>1</id>
-                        <name>Foo</name>
-                    </item>
-                    <item>
-                        <id>2</id>
-                        <name>Bar</name>
-                    </item>
-                </root>
-            </xml>
-            XML);
-        $duplicated = $entry->duplicate();
-
-        static::assertNotSame($entry, $duplicated);
-        static::assertEquals($entry, $duplicated);
-    }
-
+    /**
+     * @param XMLEntry<\DOMDocument|null> $entry
+     * @param XMLEntry<\DOMDocument|null> $nextEntry
+     */
     #[DataProvider('is_equal_data_provider')]
     public function test_is_equal(bool $equals, XMLEntry $entry, XMLEntry $nextEntry): void
     {
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/EntryFactoryTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/EntryFactoryTest.php
index 66b5f311e8..c3d28fae30 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/EntryFactoryTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Row/EntryFactoryTest.php
@@ -79,17 +79,14 @@ public static function provide_recognized_data(): Generator
             $json = '{"id":1}',
             string_entry('e', $json),
         ];
-
         yield 'xml' => [
             $xml = '<root><foo>1</foo><bar>2</bar><baz>3</baz></root>',
             string_entry('e', $xml),
         ];
-
         yield 'html' => [
             $html = '<!DOCTYPE html><html lang="en"><head></head><body><div id="id">2</div><p>3</p></body></html>',
             string_entry('e', $html),
         ];
-
         yield 'uuid' => [
             $uuid = '00000000-0000-0000-0000-000000000000',
             string_entry('e', $uuid),
@@ -101,27 +98,21 @@ public static function provide_unrecognized_data(): Generator
         yield 'json alike' => [
             '{"id":1',
         ];
-
         yield 'uuid alike' => [
             '00000000-0000-0000-0000-00000',
         ];
-
         yield 'xml alike' => [
             '<root',
         ];
-
         yield 'html alike' => [
             '<html',
         ];
-
         yield 'space' => [
             ' ',
         ];
-
         yield 'new line' => [
             "\n",
         ];
-
         yield 'invisible' => [
             '‎ ',
         ];
@@ -225,7 +216,6 @@ public function test_enum_invalid_value_with_schema(): void
         $this->expectExceptionMessage(
             'Entry "e" conversion exception. Can\'t cast "string" into "enum<Flow\ETL\Tests\Fixtures\Enum\BackedIntEnum>" type',
         );
-
         $this->entryFactory->create('e', 'invalid', schema(enum_schema('e', BackedIntEnum::class)));
     }
 
@@ -272,11 +262,11 @@ public function test_html_element_string_with_html_definition_provided(): void
     #[RequiresPhp('>= 8.4')]
     public function test_html_from_dom_html_document(): void
     {
+        // @mago-ignore analysis:unavailable-method
         /* @phpstan-ignore-next-line */
         $doc = HTMLDocument::createFromString(
             $html = '<!DOCTYPE html><html lang="en"><head></head><body><div>2</div><p>3</p></body></html>',
         );
-
         static::assertEquals(html_entry('e', $html), $this->entryFactory->create('e', $doc));
     }
 
@@ -294,11 +284,11 @@ public function test_html_from_string(): void
     #[RequiresPhp('>= 8.4')]
     public function test_html_string_with_html_definition_provided(): void
     {
+        // @mago-ignore analysis:unavailable-method
         /* @phpstan-ignore-next-line */
         $document = HTMLDocument::createFromString(
             $html = '<!DOCTYPE html><html lang="en"><head></head><body><div>2</div><p>bar</p></body></html>',
         );
-
         static::assertEquals(
             html_entry('e', $html),
             $this->entryFactory->create('e', $document, schema(html_schema('e'))),
@@ -449,7 +439,6 @@ public function test_object(): void
         $this->expectExceptionMessage(
             "e: object<ArrayIterator> can't be converted to any known Entry, please normalize that object first",
         );
-
         $this->entryFactory->create('e', new ArrayIterator([1, 2]));
     }
 
@@ -545,7 +534,6 @@ public function test_uuid_from_ramsey_uuid_library(): void
         if (!class_exists(Uuid::class)) {
             static::markTestSkipped("Package 'ramsey/uuid' is required for this test.");
         }
-
         $uuidObject = Uuid::uuid4();
         static::assertEquals(uuid_entry('e', $uuidObject->toString()), $this->entryFactory->create('e', $uuidObject));
     }
@@ -577,14 +565,12 @@ public function test_uuid_type(): void
     public function test_with_empty_schema(): void
     {
         $this->expectException(SchemaDefinitionNotFoundException::class);
-
         $this->entryFactory->create('e', '1', schema());
     }
 
     public function test_with_schema_for_different_entry(): void
     {
         $this->expectException(SchemaDefinitionNotFoundException::class);
-
         $this->entryFactory->create('diff', '1', schema(string_schema('e')));
     }
 
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/RowTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/RowTest.php
index 17361c3e61..d48999fdea 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/RowTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/RowTest.php
@@ -96,6 +96,7 @@ public function test_getting_schema_from_row(): void
                 ['id' => 1, 'status' => 'NEW'],
                 ['id' => 2, 'status' => 'PENDING'],
             ]),
+            // @mago-ignore analysis:less-specific-argument
             struct_entry('items', ['item-id' => 1, 'name' => 'one'], type_structure([
                 'item-id' => type_integer(),
                 'name' => type_string(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/RowsTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/RowsTest.php
index df1da4e329..ec10259591 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/RowsTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/RowsTest.php
@@ -287,12 +287,14 @@ public function test_filters_out_rows(): void
         );
 
         $evenRows = static function (Row $row): bool {
+            // @mago-ignore analysis:mixed-assignment
             $value = $row->get('number')->value();
             assert(is_int($value));
 
             return ($value % 2) === 0;
         };
         $oddRows = static function (Row $row): bool {
+            // @mago-ignore analysis:mixed-assignment
             $value = $row->get('number')->value();
             assert(is_int($value));
 
@@ -627,6 +629,7 @@ public function test_offset_exists_with_non_int_offset(): void
     {
         $this->expectException(InvalidArgumentException::class);
 
+        // @mago-ignore analysis:invalid-argument
         /** @phpstan-ignore-next-line */
         rows()->offsetExists('a');
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateDefinitionTest.php
index 73db4c76e2..d2fce25b90 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateDefinitionTest.php
@@ -183,7 +183,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateTimeDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateTimeDefinitionTest.php
index 0031c90668..4b0018b66f 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateTimeDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/DateTimeDefinitionTest.php
@@ -182,7 +182,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/EnumDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/EnumDefinitionTest.php
index 0e7fc9cf4c..140a1082f1 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/EnumDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/EnumDefinitionTest.php
@@ -280,6 +280,7 @@ public function test_throws_exception_for_non_existing_enum_class(): void
     {
         $this->expectException(InvalidArgumentException::class);
 
+        // @mago-ignore analysis:possibly-invalid-argument
         /** @phpstan-ignore argument.type, argument.templateType */
         enum_schema('status', 'NonExistingEnum');
     }
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/FloatDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/FloatDefinitionTest.php
index 9822829e69..57c6bc0c44 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/FloatDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/FloatDefinitionTest.php
@@ -175,7 +175,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/IntegerDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/IntegerDefinitionTest.php
index 057e448238..a05bce9fd6 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/IntegerDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/IntegerDefinitionTest.php
@@ -176,7 +176,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/ListDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/ListDefinitionTest.php
index b9b47f6890..c8ec8f1c5e 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/ListDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/ListDefinitionTest.php
@@ -191,7 +191,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/MapDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/MapDefinitionTest.php
index 3b1c5d9923..e0138244cc 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/MapDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/MapDefinitionTest.php
@@ -194,7 +194,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/StructureDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/StructureDefinitionTest.php
index fffcb6770a..d4794c97a8 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/StructureDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/StructureDefinitionTest.php
@@ -214,7 +214,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/TimeDefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/TimeDefinitionTest.php
index d22dcb01b0..0ea05d4eaa 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/TimeDefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/Definition/TimeDefinitionTest.php
@@ -183,7 +183,7 @@ public function test_merge(Definition $definition, Definition $other, Definition
     /**
      * @param Definition<mixed> $definition
      * @param Definition<mixed> $other
-     * @param class-string<object> $expectedClass
+     * @param class-string $expectedClass
      */
     #[DataProvider('provideMergeWithExpectedTypeCases')]
     public function test_merge_produces_expected_type(
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/DefinitionTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/DefinitionTest.php
index b6e3c235ee..9ba831fbc5 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/DefinitionTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Schema/DefinitionTest.php
@@ -285,6 +285,7 @@ public function test_structure_definition_metadata(): void
                 'city' => 'city',
                 'location' => ['lat' => 1.0, 'lng' => 1.0],
             ],
+            // @mago-ignore analysis:less-specific-argument
             type_structure([
                 'street' => type_string(),
                 'city' => type_string(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/CallbackRowTransformerTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/CallbackRowTransformerTest.php
old mode 100755
new mode 100644
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/OrderEntriesTransformerTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/OrderEntriesTransformerTest.php
index b12a146bb4..e94d76489f 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/OrderEntriesTransformerTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/OrderEntriesTransformerTest.php
@@ -69,6 +69,7 @@ public function test_ordering_entries_by_name_and_type(): void
                     'country' => 'country',
                     'location' => ['lat' => 1.5, 'lon' => 1.5],
                 ],
+                // @mago-ignore analysis:less-specific-argument
                 type_structure([
                     'street' => type_string(),
                     'city' => type_string(),
@@ -161,6 +162,7 @@ public function test_ordering_entries_by_type(): void
                     'country' => 'country',
                     'location' => ['lat' => 1.5, 'lon' => 1.5],
                 ],
+                // @mago-ignore analysis:less-specific-argument
                 type_structure([
                     'street' => type_string(),
                     'city' => type_string(),
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformer/MathTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformer/MathTest.php
index 8e17f79c1d..ee0269476d 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformer/MathTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformer/MathTest.php
@@ -107,6 +107,8 @@ public static function power_data_provider(): Generator
     }
 
     /**
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $a
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $b
      * @param array<string, mixed> $result
      */
     #[DataProvider('divide_data_provider')]
@@ -129,6 +131,8 @@ public function test_divide(
     }
 
     /**
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $a
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $b
      * @param array<string, mixed> $result
      */
     #[DataProvider('minus_data_provider')]
@@ -148,6 +152,8 @@ public function test_minus(IntegerEntry|FloatEntry $a, IntegerEntry|FloatEntry $
     }
 
     /**
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $a
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $b
      * @param array<string, mixed> $result
      */
     #[DataProvider('multiply_data_provider')]
@@ -167,6 +173,8 @@ public function test_multiply(IntegerEntry|FloatEntry $a, IntegerEntry|FloatEntr
     }
 
     /**
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $a
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $b
      * @param array<string, mixed> $result
      */
     #[DataProvider('plus_data_provider')]
@@ -186,6 +194,8 @@ public function test_plus(IntegerEntry|FloatEntry $a, IntegerEntry|FloatEntry $b
     }
 
     /**
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $a
+     * @param IntegerEntry<int|null>|FloatEntry<float|null> $b
      * @param array<string, mixed> $result
      */
     #[DataProvider('power_data_provider')]
diff --git a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformerTest.php b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformerTest.php
index a63befa82e..97a0c09dea 100644
--- a/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformerTest.php
+++ b/src/core/etl/tests/Flow/ETL/Tests/Unit/Transformer/ScalarFunctionTransformerTest.php
@@ -5,6 +5,7 @@
 namespace Flow\ETL\Tests\Unit\Transformer;
 
 use DOMDocument;
+use DOMNodeList;
 use DOMXPath;
 use Flow\ETL\Exception\InvalidArgumentException;
 use Flow\ETL\Function\ArrayExpand;
@@ -22,6 +23,7 @@
 use function Flow\ETL\DSL\rows;
 use function Flow\ETL\DSL\str_entry;
 use function Flow\ETL\DSL\xml_entry;
+use function Flow\Types\DSL\type_instance_of;
 use function Flow\Types\DSL\type_list;
 use function Flow\Types\DSL\type_xml_element;
 
@@ -119,8 +121,8 @@ public function test_xml_xpath_expression_when_there_is_more_than_one_node_under
         $document->loadXML($xml);
         $xpath = new DOMXPath($document);
 
-        $nodes = $xpath->query('/root/foo');
-        $expected = $nodes ? [$nodes->item(0), $nodes->item(1)] : null;
+        $nodes = type_instance_of(DOMNodeList::class)->assert($xpath->query('/root/foo'));
+        $expected = [$nodes->item(0), $nodes->item(1)];
 
         static::assertEquals(
             list_entry('xpath', $expected, type_list(type_xml_element())),
diff --git a/src/core/etl/tests/Flow/Serializer/Tests/Unit/Base64SerializerTest.php b/src/core/etl/tests/Flow/Serializer/Tests/Unit/Base64SerializerTest.php
index b396fa13d1..8a6d05b091 100644
--- a/src/core/etl/tests/Flow/Serializer/Tests/Unit/Base64SerializerTest.php
+++ b/src/core/etl/tests/Flow/Serializer/Tests/Unit/Base64SerializerTest.php
@@ -37,6 +37,7 @@ public function test_serializing_rows(): void
                 datetime_entry('datetime', new DateTimeImmutable('2022-01-01 00:00:00')),
                 str_entry('null', null),
                 float_entry('float', 0.12),
+                // @mago-ignore analysis:less-specific-argument
                 struct_entry('struct', ['integer' => 1, 'string' => 'string'], type_structure([
                     'integer' => type_integer(),
                     'string' => type_string(),
diff --git a/src/core/etl/tests/Flow/Serializer/Tests/Unit/CompressingSerializerTest.php b/src/core/etl/tests/Flow/Serializer/Tests/Unit/CompressingSerializerTest.php
index 3f84487b46..5c91c22e39 100644
--- a/src/core/etl/tests/Flow/Serializer/Tests/Unit/CompressingSerializerTest.php
+++ b/src/core/etl/tests/Flow/Serializer/Tests/Unit/CompressingSerializerTest.php
@@ -45,6 +45,7 @@ public function test_serializing_rows(): void
                 datetime_entry('datetime', new DateTimeImmutable('2022-01-01 00:00:00')),
                 str_entry('null', null),
                 float_entry('float', 0.12),
+                // @mago-ignore analysis:less-specific-argument
                 struct_entry('struct', ['integer' => 1, 'string' => 'string'], type_structure([
                     'integer' => type_integer(),
                     'string' => type_string(),
diff --git a/src/core/etl/tests/Flow/Serializer/Tests/Unit/NativePHPSerializerTest.php b/src/core/etl/tests/Flow/Serializer/Tests/Unit/NativePHPSerializerTest.php
index f0da224b09..0bd8c849a2 100644
--- a/src/core/etl/tests/Flow/Serializer/Tests/Unit/NativePHPSerializerTest.php
+++ b/src/core/etl/tests/Flow/Serializer/Tests/Unit/NativePHPSerializerTest.php
@@ -36,6 +36,7 @@ public function test_serializing_rows(): void
                 datetime_entry('datetime', new DateTimeImmutable('2022-01-01 00:00:00')),
                 str_entry('null', null),
                 float_entry('float', 0.12),
+                // @mago-ignore analysis:less-specific-argument
                 struct_entry('struct', ['integer' => 1, 'string' => 'string'], type_structure([
                     'integer' => type_integer(),
                     'string' => type_string(),
diff --git a/src/lib/filesystem/src/Flow/Filesystem/Local/NativeLocalFilesystem.php b/src/lib/filesystem/src/Flow/Filesystem/Local/NativeLocalFilesystem.php
index 5e6faf5350..40f4dedcde 100644
--- a/src/lib/filesystem/src/Flow/Filesystem/Local/NativeLocalFilesystem.php
+++ b/src/lib/filesystem/src/Flow/Filesystem/Local/NativeLocalFilesystem.php
@@ -36,6 +36,7 @@
 use function in_array;
 use function is_dir;
 use function is_file;
+use function is_link;
 use function mkdir;
 use function preg_replace;
 use function rename;
@@ -284,6 +285,12 @@ private function matchChildFirst(string $glob): Iterator
 
     private function rmdir(string $dirPath): void
     {
+        if (is_link($dirPath)) {
+            unlink($dirPath);
+
+            return;
+        }
+
         if (!is_dir($dirPath)) {
             throw new InvalidArgumentException("{$dirPath} must be a directory");
         }
@@ -305,6 +312,12 @@ private function rmdir(string $dirPath): void
 
             $filePath = $dirPath . $file;
 
+            if (is_link($filePath)) {
+                unlink($filePath);
+
+                continue;
+            }
+
             if (is_dir($filePath)) {
                 $this->rmdir($filePath);
             } else {
diff --git a/src/lib/filesystem/src/Flow/Filesystem/Path/UnixPath.php b/src/lib/filesystem/src/Flow/Filesystem/Path/UnixPath.php
index c88adffdf0..d18f250607 100644
--- a/src/lib/filesystem/src/Flow/Filesystem/Path/UnixPath.php
+++ b/src/lib/filesystem/src/Flow/Filesystem/Path/UnixPath.php
@@ -79,7 +79,10 @@ public function __construct(string $uri, array|Options $options = [])
     public static function realpath(string $path, array|Options $options = []): self
     {
         if ($path === '') {
-            return new self(getcwd() ?: '', $options);
+            throw new InvalidArgumentException(
+                'Empty path passed to UnixPath::realpath() — refusing to silently fall back to getcwd(). '
+                . 'Pass an explicit non-empty path.',
+            );
         }
 
         if (($urlParts = parse_url($path)) && array_key_exists('scheme', $urlParts)) {
diff --git a/src/lib/filesystem/tests/Flow/Filesystem/Tests/Unit/Path/UnixPathTest.php b/src/lib/filesystem/tests/Flow/Filesystem/Tests/Unit/Path/UnixPathTest.php
index b454315b45..a2a42c9729 100644
--- a/src/lib/filesystem/tests/Flow/Filesystem/Tests/Unit/Path/UnixPathTest.php
+++ b/src/lib/filesystem/tests/Flow/Filesystem/Tests/Unit/Path/UnixPathTest.php
@@ -383,6 +383,14 @@ public function test_realpath_multiple_parent_navigation(): void
         static::assertEquals('/a/e/file.txt', $path->path());
     }
 
+    public function test_realpath_throws_on_empty_path(): void
+    {
+        $this->expectException(InvalidArgumentException::class);
+        $this->expectExceptionMessageMatches('/Empty path passed to UnixPath::realpath/');
+
+        UnixPath::realpath('');
+    }
+
     public function test_realpath_too_many_parent_navigations(): void
     {
         $path = UnixPath::realpath('/a/../../../file.txt');
diff --git a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/CompressionTest.php b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/CompressionTest.php
index 83e898dcbf..d4a371a986 100644
--- a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/CompressionTest.php
+++ b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/CompressionTest.php
@@ -65,7 +65,7 @@ public function test_writing_and_reading_file_with_brotli_compression(ParquetEng
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -118,7 +118,7 @@ public function test_writing_and_reading_file_with_gzip_compression(ParquetEngin
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -176,7 +176,7 @@ public function test_writing_and_reading_file_with_lz4_compression(ParquetEngine
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -234,7 +234,7 @@ public function test_writing_and_reading_file_with_lz4_raw_compression(ParquetEn
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -292,7 +292,7 @@ public function test_writing_and_reading_file_with_snappy_compression(ParquetEng
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -349,7 +349,7 @@ public function test_writing_and_reading_file_with_snappy_polyfill(ParquetEngine
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -402,7 +402,7 @@ public function test_writing_and_reading_file_with_uncompressed_compression(Parq
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -460,7 +460,7 @@ public function test_writing_and_reading_file_with_zstd_compression(ParquetEngin
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
diff --git a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/SimpleTypesWritingTest.php b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/SimpleTypesWritingTest.php
index 74990929b8..b6afa11d67 100644
--- a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/SimpleTypesWritingTest.php
+++ b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/SimpleTypesWritingTest.php
@@ -151,7 +151,7 @@ public function test_writing_date_column(ParquetEngine $engine): void
         $inputData = array_merge(...array_map(
             static fn(int $i): array => [
                 [
-                    'date' => DateTimeImmutable::createFromMutable($faker->dateTimeThisYear)->setTime(0, 0, 0, 0),
+                    'date' => DateTimeImmutable::createFromMutable($faker->dateTimeThisYear())->setTime(0, 0, 0, 0),
                 ],
             ],
             range(1, 100),
@@ -223,7 +223,7 @@ public function test_writing_date_nullable_column(ParquetEngine $engine): void
             static fn(int $i): array => [
                 [
                     'date' => ($i % 2) === 0
-                        ? DateTimeImmutable::createFromMutable($faker->dateTimeThisYear)->setTime(0, 0, 0, 0)
+                        ? DateTimeImmutable::createFromMutable($faker->dateTimeThisYear())->setTime(0, 0, 0, 0)
                         : null,
                 ],
             ],
@@ -669,10 +669,10 @@ public function test_writing_json_column(ParquetEngine $engine): void
             static fn(int $i): array => [
                 [
                     'json' => json_encode([
-                        'street' => $faker->streetName,
-                        'city' => $faker->city,
-                        'country' => $faker->country,
-                        'zip' => $faker->postcode,
+                        'street' => $faker->streetName(),
+                        'city' => $faker->city(),
+                        'country' => $faker->country(),
+                        'zip' => $faker->postcode(),
                     ], JSON_THROW_ON_ERROR),
                 ],
             ],
@@ -708,10 +708,10 @@ public function test_writing_json_nullable_column(ParquetEngine $engine): void
                 [
                     'json' => ($i % 2) === 0
                         ? json_encode([
-                            'street' => $faker->streetName,
-                            'city' => $faker->city,
-                            'country' => $faker->country,
-                            'zip' => $faker->postcode,
+                            'street' => $faker->streetName(),
+                            'city' => $faker->city(),
+                            'country' => $faker->country(),
+                            'zip' => $faker->postcode(),
                         ], JSON_THROW_ON_ERROR)
                         : null,
                 ],
@@ -880,7 +880,7 @@ public function test_writing_timestamp_column(ParquetEngine $engine): void
         $inputData = array_merge(...array_map(
             static fn(int $i): array => [
                 [
-                    'dateTime' => $faker->dateTimeThisYear,
+                    'dateTime' => $faker->dateTimeThisYear(),
                 ],
             ],
             range(1, 100),
@@ -946,7 +946,7 @@ public function test_writing_timestamp_nullable_column(ParquetEngine $engine): v
         $inputData = array_merge(...array_map(
             static fn(int $i): array => [
                 [
-                    'dateTime' => ($i % 2) === 0 ? $faker->dateTimeThisYear : null,
+                    'dateTime' => ($i % 2) === 0 ? $faker->dateTimeThisYear() : null,
                 ],
             ],
             range(1, 100),
@@ -979,7 +979,7 @@ public function test_writing_uuid_column(ParquetEngine $engine): void
         $inputData = array_merge(...array_map(
             static fn(int $i): array => [
                 [
-                    'uuid' => $faker->uuid,
+                    'uuid' => $faker->uuid(),
                 ],
             ],
             range(1, 100),
@@ -1012,7 +1012,7 @@ public function test_writing_uuid_nullable_column(ParquetEngine $engine): void
         $inputData = array_merge(...array_map(
             static fn(int $i): array => [
                 [
-                    'uuid' => ($i % 2) === 0 ? $faker->uuid : null,
+                    'uuid' => ($i % 2) === 0 ? $faker->uuid() : null,
                 ],
             ],
             range(1, 100),
diff --git a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/StructsWritingTest.php b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/StructsWritingTest.php
index 70046d123b..3d06c9189d 100644
--- a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/StructsWritingTest.php
+++ b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/StructsWritingTest.php
@@ -55,7 +55,7 @@ public function test_writing_flat_nullable_structure(ParquetEngine $engine): voi
                     'struct' => ($i % 2) === 0
                         ? [
                             'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                            'boolean' => $faker->boolean,
+                            'boolean' => $faker->boolean(),
                             'string' => $faker->text(150),
                             'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                             'list_of_int' => array_map(
@@ -106,7 +106,7 @@ public function test_writing_flat_structure(ParquetEngine $engine): void
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => $faker->boolean,
+                        'boolean' => $faker->boolean(),
                         'string' => $faker->text(150),
                         'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                         'list_of_int' => array_map(
@@ -156,7 +156,7 @@ public function test_writing_flat_structure_with_nullable_elements(ParquetEngine
                 [
                     'struct' => [
                         'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                        'boolean' => ($i % 5) === 0 ? $faker->boolean : null,
+                        'boolean' => ($i % 5) === 0 ? $faker->boolean() : null,
                         'string' => ($i % 10) === 0 ? $faker->text(150) : null,
                         'int32' => ($i % 4) === 0 ? $faker->numberBetween(0, Consts::PHP_INT32_MAX) : null,
                         'list_of_int' => ($i % 2) === 0
diff --git a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/WriterTest.php b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/WriterTest.php
index 454d98e214..b4a9a9caec 100644
--- a/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/WriterTest.php
+++ b/src/lib/parquet/tests/Flow/Parquet/Tests/Integration/IO/WriterTest.php
@@ -603,7 +603,7 @@ private function createRow(): array
         return [
             'struct' => [
                 'int64' => $faker->numberBetween(0, Consts::PHP_INT64_MAX),
-                'boolean' => $faker->boolean,
+                'boolean' => $faker->boolean(),
                 'string' => $faker->text(150),
                 'int32' => $faker->numberBetween(0, Consts::PHP_INT32_MAX),
                 'list_of_int' => array_map(
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewBuilder.php b/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewBuilder.php
index 1337520e4f..64b0ea1fe1 100644
--- a/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewBuilder.php
+++ b/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewBuilder.php
@@ -34,7 +34,6 @@ private function __construct(
         private ?SelectFinalStep $query = null,
         private bool $replace = false,
         private bool $temporary = false,
-        private bool $recursive = false,
         private ?int $checkOption = null,
     ) {}
 
@@ -58,7 +57,6 @@ public function as(SelectFinalStep $query): CreateViewCheckOptionStep
             $query,
             $this->replace,
             $this->temporary,
-            $this->recursive,
             $this->checkOption,
         );
     }
@@ -72,7 +70,6 @@ public function columns(string ...$columns): CreateViewAsStep
             $this->query,
             $this->replace,
             $this->temporary,
-            $this->recursive,
             $this->checkOption,
         );
     }
@@ -86,21 +83,6 @@ public function orReplace(): CreateViewOptionsStep
             $this->query,
             true,
             $this->temporary,
-            $this->recursive,
-            $this->checkOption,
-        );
-    }
-
-    public function recursive(): CreateViewOptionsStep
-    {
-        return new self(
-            $this->name,
-            $this->schema,
-            $this->columns,
-            $this->query,
-            $this->replace,
-            $this->temporary,
-            true,
             $this->checkOption,
         );
     }
@@ -114,7 +96,6 @@ public function temporary(): CreateViewOptionsStep
             $this->query,
             $this->replace,
             true,
-            $this->recursive,
             $this->checkOption,
         );
     }
@@ -186,7 +167,6 @@ public function withCascadedCheckOption(): CreateViewFinalStep
             $this->query,
             $this->replace,
             $this->temporary,
-            $this->recursive,
             ViewCheckOption::CASCADED_CHECK_OPTION,
         );
     }
@@ -200,7 +180,6 @@ public function withCheckOption(): CreateViewFinalStep
             $this->query,
             $this->replace,
             $this->temporary,
-            $this->recursive,
             ViewCheckOption::CASCADED_CHECK_OPTION,
         );
     }
@@ -214,7 +193,6 @@ public function withLocalCheckOption(): CreateViewFinalStep
             $this->query,
             $this->replace,
             $this->temporary,
-            $this->recursive,
             ViewCheckOption::LOCAL_CHECK_OPTION,
         );
     }
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewOptionsStep.php b/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewOptionsStep.php
index dd501c087a..cb538dbb1c 100644
--- a/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewOptionsStep.php
+++ b/src/lib/postgresql/src/Flow/PostgreSql/QueryBuilder/Schema/View/CreateView/CreateViewOptionsStep.php
@@ -14,7 +14,5 @@ public function columns(string ...$columns): CreateViewAsStep;
 
     public function orReplace(): self;
 
-    public function recursive(): self;
-
     public function temporary(): self;
 }
diff --git a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/QueryBuilder/Schema/View/ViewBuilderTest.php b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/QueryBuilder/Schema/View/ViewBuilderTest.php
index ac36b68f28..e9a970691c 100644
--- a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/QueryBuilder/Schema/View/ViewBuilderTest.php
+++ b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/QueryBuilder/Schema/View/ViewBuilderTest.php
@@ -355,19 +355,6 @@ public function test_create_or_replace_view_to_sql(): void
         );
     }
 
-    public function test_create_recursive_view_outputs_as_regular_view_to_sql(): void
-    {
-        static::assertSame(
-            'CREATE VIEW subordinates (id, name, manager_id) AS SELECT id, name, manager_id FROM employees',
-            create()
-                ->view('subordinates')
-                ->recursive()
-                ->columns('id', 'name', 'manager_id')
-                ->as(select(col('id'), col('name'), col('manager_id'))->from(table('employees')))
-                ->toSql(),
-        );
-    }
-
     public function test_create_temporary_view_to_sql(): void
     {
         static::assertSame(
diff --git a/src/lib/telemetry/src/Flow/Telemetry/Resource/Detector/ProcessDetector.php b/src/lib/telemetry/src/Flow/Telemetry/Resource/Detector/ProcessDetector.php
index f1e1342be9..7ecfecf026 100644
--- a/src/lib/telemetry/src/Flow/Telemetry/Resource/Detector/ProcessDetector.php
+++ b/src/lib/telemetry/src/Flow/Telemetry/Resource/Detector/ProcessDetector.php
@@ -76,7 +76,8 @@ public function detect(): Resource
 
     private function detectCommand(): string
     {
-        $scriptFilename = self::asString($_SERVER['SCRIPT_FILENAME']);
+        // @mago-ignore analysis:redundant-null-coalesce
+        $scriptFilename = self::asString($_SERVER['SCRIPT_FILENAME'] ?? null);
 
         if ($scriptFilename !== null) {
             return $scriptFilename;
@@ -84,7 +85,14 @@ private function detectCommand(): string
 
         global $argv;
 
-        return $argv[0];
+        // @phpstan-ignore identical.alwaysFalse
+        if ($argv === null) {
+            return 'unknown';
+        }
+
+        // @mago-ignore analysis:redundant-null-coalesce
+        // @phpstan-ignore nullCoalesce.offset
+        return self::asString($argv[0] ?? null) ?? 'unknown';
     }
 
     private static function asString(mixed $value): ?string
@@ -99,6 +107,11 @@ private function detectCommandArgs(): ?array
     {
         global $argv;
 
+        // @phpstan-ignore identical.alwaysFalse
+        if ($argv === null) {
+            return null;
+        }
+
         $result = array_values(array_filter($argv, 'is_string'));
 
         return count($result) > 0 ? $result : null;
diff --git a/src/lib/telemetry/tests/Flow/Telemetry/Tests/Unit/Resource/Detector/ProcessDetectorTest.php b/src/lib/telemetry/tests/Flow/Telemetry/Tests/Unit/Resource/Detector/ProcessDetectorTest.php
index be718d16ee..37f1a0f6e0 100644
--- a/src/lib/telemetry/tests/Flow/Telemetry/Tests/Unit/Resource/Detector/ProcessDetectorTest.php
+++ b/src/lib/telemetry/tests/Flow/Telemetry/Tests/Unit/Resource/Detector/ProcessDetectorTest.php
@@ -29,6 +29,53 @@ public function test_detect_returns_command_args_when_available(): void
         static::assertSame($argv, $commandArgs);
     }
 
+    public function test_detect_handles_null_argv_without_crashing(): void
+    {
+        global $argv;
+
+        $original = $argv;
+        $argv = null;
+
+        try {
+            $detector = new ProcessDetector();
+            $resource = $detector->detect();
+
+            static::assertFalse(
+                $resource->has(ProcessAttribute::COMMAND_ARGS->value),
+                'COMMAND_ARGS must not be set when $argv is null',
+            );
+        } finally {
+            $argv = $original;
+        }
+    }
+
+    public function test_detect_command_falls_back_when_argv_is_null_and_script_filename_missing(): void
+    {
+        global $argv;
+
+        $originalArgv = $argv;
+        // @mago-ignore analysis:redundant-null-coalesce
+        $originalScriptFilename = $_SERVER['SCRIPT_FILENAME'] ?? null;
+
+        $argv = null;
+        unset($_SERVER['SCRIPT_FILENAME']);
+
+        try {
+            $detector = new ProcessDetector();
+            $resource = $detector->detect();
+
+            static::assertTrue($resource->has(ProcessAttribute::COMMAND->value));
+            static::assertSame('unknown', $resource->get(ProcessAttribute::COMMAND->value));
+        } finally {
+            $argv = $originalArgv;
+
+            // @mago-ignore analysis:redundant-condition,redundant-comparison
+            if ($originalScriptFilename !== null) {
+                $_SERVER['SCRIPT_FILENAME'] = $originalScriptFilename;
+            }
+        }
+    }
+
     public function test_detect_returns_executable_name(): void
     {
         $detector = new ProcessDetector();
diff --git a/src/lib/types/src/Flow/Types/Type.php b/src/lib/types/src/Flow/Types/Type.php
index 722f6e94fc..cf9c12a92e 100644
--- a/src/lib/types/src/Flow/Types/Type.php
+++ b/src/lib/types/src/Flow/Types/Type.php
@@ -13,10 +13,9 @@
 interface Type
 {
     /**
-     * Checks if the value is of the type of given type.
-     * The difference between this method and cast() is that this method does not perform any casting.
-     * The difference between this method and isValid() is that this method also returns passed value narrowing it's type.
-     * When assert method is used, it will additionally narrow the type of the returned value for static analysis tools.
+     * Checks that the value is of the type of this object, throwing when it is not.
+     * Unlike cast(), this method never performs any conversion — the value must already match the type.
+     * Unlike isValid(), this method returns the value (narrowed to T) instead of a boolean, and always narrows the static type.
      *
      * @throws InvalidTypeException
      *
@@ -38,8 +37,10 @@ public function assert(mixed $value): mixed;
     public function cast(mixed $value): mixed;
 
     /**
-     * Checks if the value is of the type of this object.
-     * When isValid method is used, it will not narrow the type of the value for static analysis tools.
+     * Checks if the value is of the type of this object, returning a boolean instead of throwing.
+     * When this method returns true, static analysis tools narrow the value's type to T at the call site
+     * (via @phpstan-assert-if-true). Use this when you want to branch on the result; use assert() when you
+     * want the call to fail loudly on a mismatch.
      *
      * @phpstan-assert-if-true T $value
      */
diff --git a/tools/blackfire/composer.lock b/tools/blackfire/composer.lock
index 470c85a065..f8caa559e9 100644
--- a/tools/blackfire/composer.lock
+++ b/tools/blackfire/composer.lock
@@ -85,16 +85,16 @@
         },
         {
             "name": "composer/ca-bundle",
-            "version": "1.5.11",
+            "version": "1.5.12",
             "source": {
                 "type": "git",
                 "url": "https://github.com/composer/ca-bundle.git",
-                "reference": "68ff39175e8e94a4bb1d259407ce51a6a60f09e6"
+                "reference": "00a2f4201641d5c53f7fc0195e6c8d9fcc321a78"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/composer/ca-bundle/zipball/68ff39175e8e94a4bb1d259407ce51a6a60f09e6",
-                "reference": "68ff39175e8e94a4bb1d259407ce51a6a60f09e6",
+                "url": "https://api.github.com/repos/composer/ca-bundle/zipball/00a2f4201641d5c53f7fc0195e6c8d9fcc321a78",
+                "reference": "00a2f4201641d5c53f7fc0195e6c8d9fcc321a78",
                 "shasum": ""
             },
             "require": {
@@ -141,7 +141,7 @@
             "support": {
                 "irc": "irc://irc.freenode.org/composer",
                 "issues": "https://github.com/composer/ca-bundle/issues",
-                "source": "https://github.com/composer/ca-bundle/tree/1.5.11"
+                "source": "https://github.com/composer/ca-bundle/tree/1.5.12"
             },
             "funding": [
                 {
@@ -153,7 +153,7 @@
                     "type": "github"
                 }
             ],
-            "time": "2026-03-30T09:16:10+00:00"
+            "time": "2026-05-19T11:26:22+00:00"
         }
     ],
     "aliases": [],
diff --git a/tools/box/composer.lock b/tools/box/composer.lock
index c4e134f830..34d41ebe18 100644
--- a/tools/box/composer.lock
+++ b/tools/box/composer.lock
@@ -319,16 +319,16 @@
         },
         {
             "name": "amphp/parallel",
-            "version": "v2.3.4",
+            "version": "v2.4.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/amphp/parallel.git",
-                "reference": "3ad45d1cff1bfbfe832c79671e6a4a1017dd9921"
+                "reference": "37f5b2754fadc229c00f9416bd68fb8d04529a81"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/amphp/parallel/zipball/3ad45d1cff1bfbfe832c79671e6a4a1017dd9921",
-                "reference": "3ad45d1cff1bfbfe832c79671e6a4a1017dd9921",
+                "url": "https://api.github.com/repos/amphp/parallel/zipball/37f5b2754fadc229c00f9416bd68fb8d04529a81",
+                "reference": "37f5b2754fadc229c00f9416bd68fb8d04529a81",
                 "shasum": ""
             },
             "require": {
@@ -391,7 +391,7 @@
             ],
             "support": {
                 "issues": "https://github.com/amphp/parallel/issues",
-                "source": "https://github.com/amphp/parallel/tree/v2.3.4"
+                "source": "https://github.com/amphp/parallel/tree/v2.4.0"
             },
             "funding": [
                 {
@@ -399,7 +399,7 @@
                     "type": "github"
                 }
             ],
-            "time": "2026-05-06T19:26:51+00:00"
+            "time": "2026-05-16T16:54:01+00:00"
         },
         {
             "name": "amphp/parser",
@@ -2518,16 +2518,16 @@
         },
         {
             "name": "revolt/event-loop",
-            "version": "v1.0.8",
+            "version": "v1.0.9",
             "source": {
                 "type": "git",
                 "url": "https://github.com/revoltphp/event-loop.git",
-                "reference": "b6fc06dce8e9b523c9946138fa5e62181934f91c"
+                "reference": "44061cf513e53c6200372fc935ac42271566295d"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/revoltphp/event-loop/zipball/b6fc06dce8e9b523c9946138fa5e62181934f91c",
-                "reference": "b6fc06dce8e9b523c9946138fa5e62181934f91c",
+                "url": "https://api.github.com/repos/revoltphp/event-loop/zipball/44061cf513e53c6200372fc935ac42271566295d",
+                "reference": "44061cf513e53c6200372fc935ac42271566295d",
                 "shasum": ""
             },
             "require": {
@@ -2537,7 +2537,7 @@
                 "ext-json": "*",
                 "jetbrains/phpstorm-stubs": "^2019.3",
                 "phpunit/phpunit": "^9",
-                "psalm/phar": "^5.15"
+                "psalm/phar": "6.16.*"
             },
             "type": "library",
             "extra": {
@@ -2584,9 +2584,9 @@
             ],
             "support": {
                 "issues": "https://github.com/revoltphp/event-loop/issues",
-                "source": "https://github.com/revoltphp/event-loop/tree/v1.0.8"
+                "source": "https://github.com/revoltphp/event-loop/tree/v1.0.9"
             },
-            "time": "2025-08-27T21:33:23+00:00"
+            "time": "2026-05-16T17:55:38+00:00"
         },
         {
             "name": "sebastian/diff",
diff --git a/tools/phpstan/composer.lock b/tools/phpstan/composer.lock
index a09174932e..7242b60b9e 100644
--- a/tools/phpstan/composer.lock
+++ b/tools/phpstan/composer.lock
@@ -9,11 +9,11 @@
     "packages-dev": [
         {
             "name": "phpstan/phpstan",
-            "version": "2.1.54",
+            "version": "2.1.55",
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/phpstan/phpstan/zipball/8be50c3992107dc837b17da4d140fbbdf9a5c5bd",
-                "reference": "8be50c3992107dc837b17da4d140fbbdf9a5c5bd",
+                "url": "https://api.github.com/repos/phpstan/phpstan/zipball/9eaac3826ed5e9b8427350a43cac825eeca3f566",
+                "reference": "9eaac3826ed5e9b8427350a43cac825eeca3f566",
                 "shasum": ""
             },
             "require": {
@@ -58,7 +58,7 @@
                     "type": "github"
                 }
             ],
-            "time": "2026-04-29T13:31:09+00:00"
+            "time": "2026-05-18T11:57:34+00:00"
         },
         {
             "name": "spaze/phpstan-disallowed-calls",
diff --git a/web/landing/assets/codemirror/completions/dataframe.js b/web/landing/assets/codemirror/completions/dataframe.js
index 436aff9602..8a29f3fa01 100644
--- a/web/landing/assets/codemirror/completions/dataframe.js
+++ b/web/landing/assets/codemirror/completions/dataframe.js
@@ -76,7 +76,7 @@ const dataframeMethods = [
                     <span class=\"fn-name\">batchSize</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">int</span> <span class=\"fn-param\">$size</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">self</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    Merge/Split Rows yielded by Extractor into batches of given size.<br>For example, when Extractor is yielding one row at time, this method will merge them into batches of given size<br>before passing them to the next pipeline element.<br>Similarly when Extractor is yielding batches of rows, this method will split them into smaller batches of given<br>size.<br>In order to merge all Rows into a single batch use DataFrame::collect() method or set size to -1 or 0.<br>@param int<1, max> $size<br>@lazy
+                    Merge/Split Rows yielded by Extractor into batches of given size.<br>For example, when Extractor is yielding one row at time, this method will merge them into batches of given size<br>before passing them to the next pipeline element.<br>Similarly when Extractor is yielding batches of rows, this method will split them into smaller batches of given<br>size.<br>In order to merge all Rows into a single batch use DataFrame::collect() method or set size to -1 or 0.<br>@param int<-1, max> $size<br>@lazy
                 </div>
                             `
             return div
diff --git a/web/landing/assets/codemirror/completions/dsl.js b/web/landing/assets/codemirror/completions/dsl.js
index 21be9e94aa..cfe98cad0f 100644
--- a/web/landing/assets/codemirror/completions/dsl.js
+++ b/web/landing/assets/codemirror/completions/dsl.js
@@ -1096,7 +1096,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">boolean_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">bool</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?bool>
+                    @return ($value is null ? Entry<null> : Entry<bool>)
                 </div>
                             `
             return div
@@ -1114,7 +1114,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">bool_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">bool</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?bool>
+                    @return ($value is null ? Entry<null> : Entry<bool>)
                 </div>
                             `
             return div
@@ -1270,7 +1270,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">cast</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Expression|string</span> <span class=\"fn-param\">$expr</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">ColumnType</span> <span class=\"fn-param\">$dataType</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">TypeCast</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    Create a type cast expression.<br>@param Expression $expr Expression to cast<br>@param ColumnType $dataType Target data type (use column_type_* functions)
+                    Create a type cast expression.<br>@param Expression|string $expr Expression to cast<br>@param ColumnType $dataType Target data type (use column_type_* functions)
                 </div>
                             `
             return div
@@ -2152,12 +2152,12 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">compare_all</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Comparison</span> <span class=\"fn-param\">$comparisons</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">All</span>
+                    <span class=\"fn-name\">compare_all</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Comparison</span> <span class=\"fn-param\">$comparison</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Comparison</span> <span class=\"fn-param\">$comparisons</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">All</span>
                 </div>
                             `
             return div
         },
-        apply: snippet("\\Flow\\ETL\\DSL\\compare_all(" + "$" + "{" + "1:comparisons" + "}" + ")"),
+        apply: snippet("\\Flow\\ETL\\DSL\\compare_all(" + "$" + "{" + "1:comparison" + "}" + ", " + "$" + "{" + "2:comparisons" + "}" + ")"),
         boost: 10
     },                {
         label: "compare_any",
@@ -2167,12 +2167,12 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">compare_any</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Comparison</span> <span class=\"fn-param\">$comparisons</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Any</span>
+                    <span class=\"fn-name\">compare_any</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Comparison</span> <span class=\"fn-param\">$comparison</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Comparison</span> <span class=\"fn-param\">$comparisons</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Any</span>
                 </div>
                             `
             return div
         },
-        apply: snippet("\\Flow\\ETL\\DSL\\compare_any(" + "$" + "{" + "1:comparisons" + "}" + ")"),
+        apply: snippet("\\Flow\\ETL\\DSL\\compare_any(" + "$" + "{" + "1:comparison" + "}" + ", " + "$" + "{" + "2:comparisons" + "}" + ")"),
         boost: 10
     },                {
         label: "compare_entries_by_name",
@@ -2827,7 +2827,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">datetime_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">DateTimeInterface|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\DateTimeInterface>
+                    @throws InvalidArgumentException<br>@return ($value is null ? Entry<null> : Entry<\\DateTimeInterface>)
                 </div>
                             `
             return div
@@ -2860,7 +2860,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">date_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">DateTimeInterface|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\DateTimeInterface>
+                    @throws InvalidArgumentException<br>@return ($value is null ? Entry<null> : Entry<\\DateTimeInterface>)
                 </div>
                             `
             return div
@@ -3472,7 +3472,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">enum_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">UnitEnum</span> <span class=\"fn-param\">$enum</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\UnitEnum>
+                    @return ($enum is null ? Entry<null> : Entry<\\UnitEnum>)
                 </div>
                             `
             return div
@@ -3850,7 +3850,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">float_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">string|int|float|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?float>
+                    @return ($value is null ? Entry<null> : Entry<float>)
                 </div>
                             `
             return div
@@ -4795,7 +4795,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">html_element_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Dom\\HTMLElement|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?HTMLElement>
+                    @return ($value is null ? Entry<null> : Entry<HTMLElement>)
                 </div>
                             `
             return div
@@ -4828,7 +4828,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">html_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Dom\\HTMLDocument|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?HTMLDocument>
+                    @return ($value is null ? Entry<null> : Entry<HTMLDocument>)
                 </div>
                             `
             return div
@@ -5089,7 +5089,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">integer_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">int</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?int>
+                    @return ($value is null ? Entry<null> : Entry<int>)
                 </div>
                             `
             return div
@@ -5122,7 +5122,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">int_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">int</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?int>
+                    @return ($value is null ? Entry<null> : Entry<int>)
                 </div>
                             `
             return div
@@ -5299,7 +5299,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">json_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Json|array|string|null</span> <span class=\"fn-param\">$data</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param null|array<array-key, mixed>|Json|string $data<br>@return Entry<?Json>
+                    @param null|array<array-key, mixed>|Json|string $data<br>@throws InvalidArgumentException<br>@return ($data is null ? Entry<null> : Entry<Json>)
                 </div>
                             `
             return div
@@ -5407,7 +5407,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">json_object_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Json|array|string|null</span> <span class=\"fn-param\">$data</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param null|array<array-key, mixed>|Json|string $data<br>@throws InvalidArgumentException<br>@return Entry<?Json>
+                    @param null|array<array-key, mixed>|Json|string $data<br>@throws InvalidArgumentException<br>@return ($data is null ? Entry<null> : Entry<Json>)
                 </div>
                             `
             return div
@@ -5623,10 +5623,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">list_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">ListType</span> <span class=\"fn-param\">$type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
+                    <span class=\"fn-name\">list_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T<br>@param null|list<mixed> $value<br>@param ListType<T> $type<br>@return Entry<mixed>
+                    @param null|list<mixed> $value<br>@param Type<mixed> $type<br>@return ($value is null ? Entry<null> : Entry<list<mixed>>)
                 </div>
                             `
             return div
@@ -5863,10 +5863,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">map_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">MapType</span> <span class=\"fn-param\">$mapType</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
+                    <span class=\"fn-name\">map_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$mapType</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template TKey of array-key<br>@template TValue<br>@param ?array<array-key, mixed> $value<br>@param MapType<TKey, TValue> $mapType<br>@return Entry<?array<TKey, TValue>>
+                    @param ?array<array-key, mixed> $value<br>@param Type<mixed> $mapType<br>@return ($value is null ? Entry<null> : Entry<array<array-key, mixed>>)
                 </div>
                             `
             return div
@@ -9841,7 +9841,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">string_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">string</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?string>
+                    @return ($value is null ? Entry<null> : Entry<string>)
                 </div>
                             `
             return div
@@ -9871,10 +9871,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">structure_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">StructureType</span> <span class=\"fn-param\">$type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
+                    <span class=\"fn-name\">structure_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T<br>@param ?array<string, mixed> $value<br>@param StructureType<T> $type<br>@return Entry<?array<string, T>>
+                    @param ?array<string, mixed> $value<br>@param Type<mixed> $type<br>@return ($value is null ? Entry<null> : Entry<array<string, mixed>>)
                 </div>
                             `
             return div
@@ -9925,7 +9925,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">struct_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">StructureType</span> <span class=\"fn-param\">$type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T<br>@param ?array<string, mixed> $value<br>@param StructureType<T> $type<br>@return Entry<?array<string, T>>
+                    @param ?array<string, mixed> $value<br>@param StructureType<mixed> $type<br>@return ($value is null ? Entry<null> : Entry<array<string, mixed>>)
                 </div>
                             `
             return div
@@ -9943,7 +9943,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">str_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">string</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?string>
+                    @return ($value is null ? Entry<null> : Entry<string>)
                 </div>
                             `
             return div
@@ -10132,7 +10132,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">telemetry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Resource</span> <span class=\"fn-param\">$resource</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">TracerProvider</span> <span class=\"fn-param\">$tracerProvider</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">MeterProvider</span> <span class=\"fn-param\">$meterProvider</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">LoggerProvider</span> <span class=\"fn-param\">$loggerProvider</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">ErrorHandler</span> <span class=\"fn-param\">$errorHandler</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">Flow\\Telemetry\\ErrorHandler\\ErrorLogHandler::...</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Telemetry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    Create a new Telemetry instance with the given providers.<br>If providers are not specified, void providers (no-op) are used.<br>@param resource $resource The resource describing the entity producing telemetry<br>@param null|TracerProvider $tracerProvider The tracer provider (null for void/disabled)<br>@param null|MeterProvider $meterProvider The meter provider (null for void/disabled)<br>@param null|LoggerProvider $loggerProvider The logger provider (null for void/disabled)<br>@param ErrorHandler $errorHandler Handler propagated to default void providers when explicit ones are not supplied
+                    Create a new Telemetry instance with the given providers.<br>If providers are not specified, void providers (no-op) are used.<br>@param \\Flow\\Telemetry\\Resource $resource The resource describing the entity producing telemetry<br>@param null|TracerProvider $tracerProvider The tracer provider (null for void/disabled)<br>@param null|MeterProvider $meterProvider The meter provider (null for void/disabled)<br>@param null|LoggerProvider $loggerProvider The logger provider (null for void/disabled)<br>@param ErrorHandler $errorHandler Handler propagated to default void providers when explicit ones are not supplied
                 </div>
                             `
             return div
@@ -10216,7 +10216,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">time_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">DateInterval|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\DateInterval>
+                    @throws InvalidArgumentException<br>@return ($value is null ? Entry<null> : Entry<\\DateInterval>)
                 </div>
                             `
             return div
@@ -11284,10 +11284,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">type_list</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Type</span> <span class=\"fn-param\">$element</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">ListType</span>
+                    <span class=\"fn-name\">type_list</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Type</span> <span class=\"fn-param\">$element</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Type</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T<br>@param Type<T> $element<br>@return ListType<T>
+                    @template T<br>@param Type<T> $element<br>@return Type<list<T>>
                 </div>
                             `
             return div
@@ -11302,10 +11302,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">type_literal</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string|int|float|bool</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">LiteralType</span>
+                    <span class=\"fn-name\">type_literal</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string|int|float|bool</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Type</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T of bool|float|int|string<br>@param T $value<br>@return LiteralType<T>
+                    @template T of bool|float|int|string<br>@param T $value<br>@return Type<T>
                 </div>
                             `
             return div
@@ -11320,10 +11320,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">type_map</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Type</span> <span class=\"fn-param\">$key_type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$value_type</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">MapType</span>
+                    <span class=\"fn-name\">type_map</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Type</span> <span class=\"fn-param\">$key_type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$value_type</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Type</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template TKey of array-key<br>@template TValue<br>@param Type<TKey> $key_type<br>@param Type<TValue> $value_type<br>@return MapType<TKey, TValue>
+                    @template TKey of array-key<br>@template TValue<br>@param Type<TKey> $key_type<br>@param Type<TValue> $value_type<br>@return Type<array<TKey, TValue>>
                 </div>
                             `
             return div
@@ -11341,7 +11341,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">type_mapper</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Type</span> <span class=\"fn-param\">$type</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">RowMapper</span> <span class=\"fn-param\">$next</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">TypeMapper</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template TType<br>@template TNext = TType<br>@param FlowType<TType> $type<br>@param null|RowMapper<TNext> $next<br>@return TypeMapper<TType, TNext>
+                    @template TType<br>@template TOut<br>@param FlowType<TType> $type<br>@param null|RowMapper<TOut> $next<br>@return ($next is null ? TypeMapper<TType, TType> : TypeMapper<TType, TOut>)
                 </div>
                             `
             return div
@@ -11536,10 +11536,10 @@ const dslFunctions = [
             const div = document.createElement("div")
             div.innerHTML = `
                 <div style="font-family: 'Fira Code', 'JetBrains Mono', monospace; margin-bottom: 8px;">
-                    <span class=\"fn-name\">type_structure</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">array</span> <span class=\"fn-param\">$elements</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">[]</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$optional_elements</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">[]</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">bool</span> <span class=\"fn-param\">$allow_extra</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">false</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">StructureType</span>
+                    <span class=\"fn-name\">type_structure</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">array</span> <span class=\"fn-param\">$elements</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">[]</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">array</span> <span class=\"fn-param\">$optional_elements</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">[]</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">bool</span> <span class=\"fn-param\">$allow_extra</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">false</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Type</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T<br>@param array<string, Type<T>> $elements<br>@param array<string, Type<T>> $optional_elements<br>@return StructureType<T>
+                    @param array<string, Type<mixed>> $elements<br>@param array<string, Type<mixed>> $optional_elements<br>@return Type<array<string, mixed>>
                 </div>
                             `
             return div
@@ -11593,7 +11593,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">type_union</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">Type</span> <span class=\"fn-param\">$first</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$second</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Type</span> <span class=\"fn-param\">$types</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Type</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @template T<br>@template T<br>@template T<br>@param Type<T> $first<br>@param Type<T> $second<br>@param Type<T> ...$types<br>@return Type<T>
+                    @template T<br>@param Type<T> $first<br>@param Type<T> $second<br>@param Type<T> ...$types<br>@return Type<T>
                 </div>
                             `
             return div
@@ -11767,7 +11767,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">uuid_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Uuid|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\Flow\\Types\\Value\\Uuid>
+                    @return ($value is null ? Entry<null> : Entry<\\Flow\\Types\\Value\\Uuid>)
                 </div>
                             `
             return div
@@ -12862,7 +12862,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">xml_element_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">DOMElement|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\DOMElement>
+                    @throws InvalidArgumentException<br>@return ($value is null ? Entry<null> : Entry<\\DOMElement>)
                 </div>
                             `
             return div
@@ -12895,7 +12895,7 @@ const dslFunctions = [
                     <span class=\"fn-name\">xml_entry</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">string</span> <span class=\"fn-param\">$name</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">DOMDocument|string|null</span> <span class=\"fn-param\">$value</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">Metadata</span> <span class=\"fn-param\">$metadata</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Entry</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @return Entry<?\\DOMDocument>
+                    @throws InvalidArgumentException<br>@return ($value is null ? Entry<null> : Entry<\\DOMDocument>)
                 </div>
                             `
             return div
diff --git a/web/landing/assets/codemirror/completions/scalarfunctionchain.js b/web/landing/assets/codemirror/completions/scalarfunctionchain.js
index 7c0936491b..d54ae22f60 100644
--- a/web/landing/assets/codemirror/completions/scalarfunctionchain.js
+++ b/web/landing/assets/codemirror/completions/scalarfunctionchain.js
@@ -104,7 +104,7 @@ const scalarFunctionChainMethods = [
                     <span class=\"fn-name\">arrayGetCollection</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">ScalarFunction|array</span> <span class=\"fn-param\">$keys</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">ArrayGetCollection</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param array<array-key, mixed> $keys
+                    @param ScalarFunction|array<array-key, mixed> $keys
                 </div>
                             `
             return div
@@ -173,7 +173,7 @@ const scalarFunctionChainMethods = [
                     <span class=\"fn-name\">arrayMerge</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">ScalarFunction|array</span> <span class=\"fn-param\">$ref</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">ArrayMerge</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param array<array-key, mixed> $ref
+                    @param ScalarFunction|array<array-key, mixed> $ref
                 </div>
                             `
             return div
@@ -857,7 +857,7 @@ const scalarFunctionChainMethods = [
                     <span class=\"fn-name\">isIn</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">ScalarFunction|array</span> <span class=\"fn-param\">$haystack</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">IsIn</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param array<array-key, mixed> $haystack
+                    @param ScalarFunction|array<array-key, mixed> $haystack
                 </div>
                             `
             return div
@@ -1454,7 +1454,7 @@ const scalarFunctionChainMethods = [
                     <span class=\"fn-name\">slug</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">ScalarFunction|string</span> <span class=\"fn-param\">$separator</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">&#039;-&#039;</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">ScalarFunction|string|null</span> <span class=\"fn-param\">$locale</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">ScalarFunction|array|null</span> <span class=\"fn-param\">$symbolsMap</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">Slug</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param null|array<array-key, mixed> $symbolsMap
+                    @param ScalarFunction|null|array<array-key, mixed> $symbolsMap
                 </div>
                             `
             return div
@@ -1895,7 +1895,7 @@ const scalarFunctionChainMethods = [
                     <span class=\"fn-name\">unpack</span><span class=\"fn-operator\">(</span><span class=\"fn-type\">ScalarFunction|array</span> <span class=\"fn-param\">$skipKeys</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">[]</span><span class=\"fn-operator\">,</span> <span class=\"fn-type\">ScalarFunction|string|null</span> <span class=\"fn-param\">$entryPrefix</span> <span class=\"fn-operator\">=</span> <span class=\"fn-default\">null</span><span class=\"fn-operator\">)</span> <span class=\"fn-operator\">:</span> <span class=\"fn-return\">ArrayUnpack</span>
                 </div>
                                 <div style="color: #8b949e; font-size: 13px;">
-                    @param array<array-key, mixed> $skipKeys
+                    @param ScalarFunction|array<array-key, mixed> $skipKeys
                 </div>
                             `
             return div
diff --git a/web/landing/composer.lock b/web/landing/composer.lock
index a289bbac7a..9cc2198148 100644
--- a/web/landing/composer.lock
+++ b/web/landing/composer.lock
@@ -356,9 +356,10 @@
             "dist": {
                 "type": "path",
                 "url": "../../src/lib/array-dot",
-                "reference": "043d107b6cc0e919d6100a84eb513d4b6b81bf55"
+                "reference": "aa9e596ee940019b9f2ae1fe3981cac5d9a0e6a6"
             },
             "require": {
+                "flow-php/types": "self.version",
                 "php": "~8.3.0 || ~8.4.0 || ~8.5.0"
             },
             "type": "library",
@@ -1433,16 +1434,16 @@
         },
         {
             "name": "nette/utils",
-            "version": "v4.1.3",
+            "version": "v4.1.4",
             "source": {
                 "type": "git",
                 "url": "https://github.com/nette/utils.git",
-                "reference": "bb3ea637e3d131d72acc033cfc2746ee893349fe"
+                "reference": "7da6c396d7ebe142bc857c20479d5e70a5e1aac7"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/nette/utils/zipball/bb3ea637e3d131d72acc033cfc2746ee893349fe",
-                "reference": "bb3ea637e3d131d72acc033cfc2746ee893349fe",
+                "url": "https://api.github.com/repos/nette/utils/zipball/7da6c396d7ebe142bc857c20479d5e70a5e1aac7",
+                "reference": "7da6c396d7ebe142bc857c20479d5e70a5e1aac7",
                 "shasum": ""
             },
             "require": {
@@ -1518,9 +1519,9 @@
             ],
             "support": {
                 "issues": "https://github.com/nette/utils/issues",
-                "source": "https://github.com/nette/utils/tree/v4.1.3"
+                "source": "https://github.com/nette/utils/tree/v4.1.4"
             },
-            "time": "2026-02-13T03:05:33+00:00"
+            "time": "2026-05-11T20:49:54+00:00"
         },
         {
             "name": "nyholm/psr7",
@@ -2526,16 +2527,16 @@
         },
         {
             "name": "symfony/asset-mapper",
-            "version": "v6.4.37",
+            "version": "v6.4.39",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/asset-mapper.git",
-                "reference": "612da29b5a3f57432d6bfb1ff5a885710b38b0d1"
+                "reference": "3eb97804859d272d1b859e20e82002c97a79d71d"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/asset-mapper/zipball/612da29b5a3f57432d6bfb1ff5a885710b38b0d1",
-                "reference": "612da29b5a3f57432d6bfb1ff5a885710b38b0d1",
+                "url": "https://api.github.com/repos/symfony/asset-mapper/zipball/3eb97804859d272d1b859e20e82002c97a79d71d",
+                "reference": "3eb97804859d272d1b859e20e82002c97a79d71d",
                 "shasum": ""
             },
             "require": {
@@ -2585,7 +2586,7 @@
             "description": "Maps directories of assets & makes them available in a public directory with versioned filenames.",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/asset-mapper/tree/v6.4.37"
+                "source": "https://github.com/symfony/asset-mapper/tree/v6.4.39"
             },
             "funding": [
                 {
@@ -2605,20 +2606,20 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-04-29T06:26:05+00:00"
+            "time": "2026-05-12T10:48:33+00:00"
         },
         {
             "name": "symfony/cache",
-            "version": "v7.4.10",
+            "version": "v7.4.12",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/cache.git",
-                "reference": "8c5fbb4b5bc7a878f7ce66f1b7e29653c404984b"
+                "reference": "902d621e0b6ef0ebeaa133770b5c339a19328589"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/cache/zipball/8c5fbb4b5bc7a878f7ce66f1b7e29653c404984b",
-                "reference": "8c5fbb4b5bc7a878f7ce66f1b7e29653c404984b",
+                "url": "https://api.github.com/repos/symfony/cache/zipball/902d621e0b6ef0ebeaa133770b5c339a19328589",
+                "reference": "902d621e0b6ef0ebeaa133770b5c339a19328589",
                 "shasum": ""
             },
             "require": {
@@ -2689,7 +2690,7 @@
                 "psr6"
             ],
             "support": {
-                "source": "https://github.com/symfony/cache/tree/v7.4.10"
+                "source": "https://github.com/symfony/cache/tree/v7.4.12"
             },
             "funding": [
                 {
@@ -2709,7 +2710,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-05-05T08:23:16+00:00"
+            "time": "2026-05-20T07:20:23+00:00"
         },
         {
             "name": "symfony/cache-contracts",
@@ -2872,16 +2873,16 @@
         },
         {
             "name": "symfony/console",
-            "version": "v6.4.37",
+            "version": "v6.4.39",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/console.git",
-                "reference": "7bbcaf3fdb1e18fa42a7f0b84a10d091c10548f5"
+                "reference": "c132f1215fe4aa45b70173cc00ce9a755dd31ec5"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/console/zipball/7bbcaf3fdb1e18fa42a7f0b84a10d091c10548f5",
-                "reference": "7bbcaf3fdb1e18fa42a7f0b84a10d091c10548f5",
+                "url": "https://api.github.com/repos/symfony/console/zipball/c132f1215fe4aa45b70173cc00ce9a755dd31ec5",
+                "reference": "c132f1215fe4aa45b70173cc00ce9a755dd31ec5",
                 "shasum": ""
             },
             "require": {
@@ -2946,7 +2947,7 @@
                 "terminal"
             ],
             "support": {
-                "source": "https://github.com/symfony/console/tree/v6.4.37"
+                "source": "https://github.com/symfony/console/tree/v6.4.39"
             },
             "funding": [
                 {
@@ -2966,7 +2967,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-04-13T15:27:04+00:00"
+            "time": "2026-05-12T06:50:03+00:00"
         },
         {
             "name": "symfony/dependency-injection",
@@ -3125,16 +3126,16 @@
         },
         {
             "name": "symfony/dotenv",
-            "version": "v6.4.37",
+            "version": "v6.4.39",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/dotenv.git",
-                "reference": "381ab0832cbc8bc0e927da6bd5116de7b8cae974"
+                "reference": "e25b00497fe75e318c01a72ea24c0a9c2837cd62"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/dotenv/zipball/381ab0832cbc8bc0e927da6bd5116de7b8cae974",
-                "reference": "381ab0832cbc8bc0e927da6bd5116de7b8cae974",
+                "url": "https://api.github.com/repos/symfony/dotenv/zipball/e25b00497fe75e318c01a72ea24c0a9c2837cd62",
+                "reference": "e25b00497fe75e318c01a72ea24c0a9c2837cd62",
                 "shasum": ""
             },
             "require": {
@@ -3179,7 +3180,7 @@
                 "environment"
             ],
             "support": {
-                "source": "https://github.com/symfony/dotenv/tree/v6.4.37"
+                "source": "https://github.com/symfony/dotenv/tree/v6.4.39"
             },
             "funding": [
                 {
@@ -3199,7 +3200,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-04-29T06:20:43+00:00"
+            "time": "2026-05-06T14:07:03+00:00"
         },
         {
             "name": "symfony/error-handler",
@@ -3450,16 +3451,16 @@
         },
         {
             "name": "symfony/filesystem",
-            "version": "v7.4.9",
+            "version": "v7.4.11",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/filesystem.git",
-                "reference": "dcd8f96bcdc0f128ec406c765cc066c6035d1be3"
+                "reference": "d721ea61b4a5fba8c5b6e7c1feda19efea144b50"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/filesystem/zipball/dcd8f96bcdc0f128ec406c765cc066c6035d1be3",
-                "reference": "dcd8f96bcdc0f128ec406c765cc066c6035d1be3",
+                "url": "https://api.github.com/repos/symfony/filesystem/zipball/d721ea61b4a5fba8c5b6e7c1feda19efea144b50",
+                "reference": "d721ea61b4a5fba8c5b6e7c1feda19efea144b50",
                 "shasum": ""
             },
             "require": {
@@ -3496,7 +3497,7 @@
             "description": "Provides basic utilities for the filesystem",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/filesystem/tree/v7.4.9"
+                "source": "https://github.com/symfony/filesystem/tree/v7.4.11"
             },
             "funding": [
                 {
@@ -3516,7 +3517,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-04-18T13:18:21+00:00"
+            "time": "2026-05-11T16:38:44+00:00"
         },
         {
             "name": "symfony/finder",
@@ -3588,16 +3589,16 @@
         },
         {
             "name": "symfony/framework-bundle",
-            "version": "v6.4.37",
+            "version": "v6.4.39",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/framework-bundle.git",
-                "reference": "b147918db04b0d823e551b01a7a4f342e415baa5"
+                "reference": "a9cd7d768b9658fb8e9fa505ade58e5211ed7049"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/framework-bundle/zipball/b147918db04b0d823e551b01a7a4f342e415baa5",
-                "reference": "b147918db04b0d823e551b01a7a4f342e415baa5",
+                "url": "https://api.github.com/repos/symfony/framework-bundle/zipball/a9cd7d768b9658fb8e9fa505ade58e5211ed7049",
+                "reference": "a9cd7d768b9658fb8e9fa505ade58e5211ed7049",
                 "shasum": ""
             },
             "require": {
@@ -3717,7 +3718,7 @@
             "description": "Provides a tight integration between Symfony components and the Symfony full-stack framework",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/framework-bundle/tree/v6.4.37"
+                "source": "https://github.com/symfony/framework-bundle/tree/v6.4.39"
             },
             "funding": [
                 {
@@ -3737,7 +3738,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2026-04-29T17:11:44+00:00"
+            "time": "2026-05-13T11:43:22+00:00"
         },
         {
             "name": "symfony/http-client",
@@ -4006,16 +4007,16 @@
         },
         {
             "name": "symfony/http-kernel",
-            "version": "v6.4.38",
+            "version": "v6.4.40",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/http-kernel.git",
-                "reference": "769c1ee766d6c327176f4e3bdaad58f521193abd"
+                "reference": "41dff5c3d03b3fa20947c552c5f6ba74ca43fa28"
             },
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diff --git a/web/landing/resources/api.json b/web/landing/resources/api.json
index 83e121ccce..cad8b8e3e9 100644
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