Merge branch 'min_filter_ring_buffer' into ci_impact_analysis_sensor_full

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

.coveragerc

@@ -1,4 +1,5 @@
 [run]
 omit =
     esphome/components/*
+    esphome/analyze_memory/*
     tests/integration/*

.github/workflows/ci.yml

@@ -175,6 +175,7 @@ jobs:
       changed-components-with-tests: ${{ steps.determine.outputs.changed-components-with-tests }}
       directly-changed-components-with-tests: ${{ steps.determine.outputs.directly-changed-components-with-tests }}
       component-test-count: ${{ steps.determine.outputs.component-test-count }}
+      memory_impact: ${{ steps.determine.outputs.memory-impact }}
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -204,6 +205,7 @@ jobs:
           echo "changed-components-with-tests=$(echo "$output" | jq -c '.changed_components_with_tests')" >> $GITHUB_OUTPUT
           echo "directly-changed-components-with-tests=$(echo "$output" | jq -c '.directly_changed_components_with_tests')" >> $GITHUB_OUTPUT
           echo "component-test-count=$(echo "$output" | jq -r '.component_test_count')" >> $GITHUB_OUTPUT
+          echo "memory-impact=$(echo "$output" | jq -c '.memory_impact')" >> $GITHUB_OUTPUT
 
   integration-tests:
     name: Run integration tests
@@ -521,6 +523,292 @@ jobs:
       - uses: pre-commit-ci/lite-action@5d6cc0eb514c891a40562a58a8e71576c5c7fb43 # v1.1.0
         if: always()
 
+  memory-impact-target-branch:
+    name: Build target branch for memory impact
+    runs-on: ubuntu-24.04
+    needs:
+      - common
+      - determine-jobs
+    if: github.event_name == 'pull_request' && fromJSON(needs.determine-jobs.outputs.memory_impact).should_run == 'true'
+    outputs:
+      ram_usage: ${{ steps.extract.outputs.ram_usage }}
+      flash_usage: ${{ steps.extract.outputs.flash_usage }}
+      cache_hit: ${{ steps.cache-memory-analysis.outputs.cache-hit }}
+      skip: ${{ steps.check-script.outputs.skip }}
+    steps:
+      - name: Check out target branch
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          ref: ${{ github.base_ref }}
+
+      # Check if memory impact extraction script exists on target branch
+      # If not, skip the analysis (this handles older branches that don't have the feature)
+      - name: Check for memory impact script
+        id: check-script
+        run: |
+          if [ -f "script/ci_memory_impact_extract.py" ]; then
+            echo "skip=false" >> $GITHUB_OUTPUT
+          else
+            echo "skip=true" >> $GITHUB_OUTPUT
+            echo "::warning::ci_memory_impact_extract.py not found on target branch, skipping memory impact analysis"
+          fi
+
+      # All remaining steps only run if script exists
+      - name: Generate cache key
+        id: cache-key
+        if: steps.check-script.outputs.skip != 'true'
+        run: |
+          # Get the commit SHA of the target branch
+          target_sha=$(git rev-parse HEAD)
+
+          # Hash the build infrastructure files (all files that affect build/analysis)
+          infra_hash=$(cat \
+            script/test_build_components.py \
+            script/ci_memory_impact_extract.py \
+            script/analyze_component_buses.py \
+            script/merge_component_configs.py \
+            script/ci_helpers.py \
+            .github/workflows/ci.yml \
+            | sha256sum | cut -d' ' -f1)
+
+          # Get platform and components from job inputs
+          platform="${{ fromJSON(needs.determine-jobs.outputs.memory_impact).platform }}"
+          components='${{ toJSON(fromJSON(needs.determine-jobs.outputs.memory_impact).components) }}'
+          components_hash=$(echo "$components" | sha256sum | cut -d' ' -f1)
+
+          # Combine into cache key
+          cache_key="memory-analysis-target-${target_sha}-${infra_hash}-${platform}-${components_hash}"
+          echo "cache-key=${cache_key}" >> $GITHUB_OUTPUT
+          echo "Cache key: ${cache_key}"
+
+      - name: Restore cached memory analysis
+        id: cache-memory-analysis
+        if: steps.check-script.outputs.skip != 'true'
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        with:
+          path: memory-analysis-target.json
+          key: ${{ steps.cache-key.outputs.cache-key }}
+
+      - name: Cache status
+        if: steps.check-script.outputs.skip != 'true'
+        run: |
+          if [ "${{ steps.cache-memory-analysis.outputs.cache-hit }}" == "true" ]; then
+            echo "✓ Cache hit! Using cached memory analysis results."
+            echo "  Skipping build step to save time."
+          else
+            echo "✗ Cache miss. Will build and analyze memory usage."
+          fi
+
+      - name: Restore Python
+        if: steps.check-script.outputs.skip != 'true' && steps.cache-memory-analysis.outputs.cache-hit != 'true'
+        uses: ./.github/actions/restore-python
+        with:
+          python-version: ${{ env.DEFAULT_PYTHON }}
+          cache-key: ${{ needs.common.outputs.cache-key }}
+
+      - name: Cache platformio
+        if: steps.check-script.outputs.skip != 'true' && steps.cache-memory-analysis.outputs.cache-hit != 'true'
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        with:
+          path: ~/.platformio
+          key: platformio-memory-${{ fromJSON(needs.determine-jobs.outputs.memory_impact).platform }}-${{ hashFiles('platformio.ini') }}
+
+      - name: Build, compile, and analyze memory
+        if: steps.check-script.outputs.skip != 'true' && steps.cache-memory-analysis.outputs.cache-hit != 'true'
+        id: build
+        run: |
+          . venv/bin/activate
+          components='${{ toJSON(fromJSON(needs.determine-jobs.outputs.memory_impact).components) }}'
+          platform="${{ fromJSON(needs.determine-jobs.outputs.memory_impact).platform }}"
+
+          echo "Building with test_build_components.py for $platform with components:"
+          echo "$components" | jq -r '.[]' | sed 's/^/  - /'
+
+          # Use test_build_components.py which handles grouping automatically
+          # Pass components as comma-separated list
+          component_list=$(echo "$components" | jq -r 'join(",")')
+
+          echo "Compiling with test_build_components.py..."
+
+          # Run build and extract memory with auto-detection of build directory for detailed analysis
+          # Use tee to show output in CI while also piping to extraction script
+          python script/test_build_components.py \
+            -e compile \
+            -c "$component_list" \
+            -t "$platform" 2>&1 | \
+            tee /dev/stderr | \
+            python script/ci_memory_impact_extract.py \
+              --output-env \
+              --output-json memory-analysis-target.json
+
+      - name: Save memory analysis to cache
+        if: steps.check-script.outputs.skip != 'true' && steps.cache-memory-analysis.outputs.cache-hit != 'true' && steps.build.outcome == 'success'
+        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        with:
+          path: memory-analysis-target.json
+          key: ${{ steps.cache-key.outputs.cache-key }}
+
+      - name: Extract memory usage for outputs
+        id: extract
+        if: steps.check-script.outputs.skip != 'true'
+        run: |
+          if [ -f memory-analysis-target.json ]; then
+            ram=$(jq -r '.ram_bytes' memory-analysis-target.json)
+            flash=$(jq -r '.flash_bytes' memory-analysis-target.json)
+            echo "ram_usage=${ram}" >> $GITHUB_OUTPUT
+            echo "flash_usage=${flash}" >> $GITHUB_OUTPUT
+            echo "RAM: ${ram} bytes, Flash: ${flash} bytes"
+          else
+            echo "Error: memory-analysis-target.json not found"
+            exit 1
+          fi
+
+      - name: Upload memory analysis JSON
+        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        with:
+          name: memory-analysis-target
+          path: memory-analysis-target.json
+          if-no-files-found: warn
+          retention-days: 1
+
+  memory-impact-pr-branch:
+    name: Build PR branch for memory impact
+    runs-on: ubuntu-24.04
+    needs:
+      - common
+      - determine-jobs
+    if: github.event_name == 'pull_request' && fromJSON(needs.determine-jobs.outputs.memory_impact).should_run == 'true'
+    outputs:
+      ram_usage: ${{ steps.extract.outputs.ram_usage }}
+      flash_usage: ${{ steps.extract.outputs.flash_usage }}
+    steps:
+      - name: Check out PR branch
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - name: Restore Python
+        uses: ./.github/actions/restore-python
+        with:
+          python-version: ${{ env.DEFAULT_PYTHON }}
+          cache-key: ${{ needs.common.outputs.cache-key }}
+      - name: Cache platformio
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        with:
+          path: ~/.platformio
+          key: platformio-memory-${{ fromJSON(needs.determine-jobs.outputs.memory_impact).platform }}-${{ hashFiles('platformio.ini') }}
+      - name: Build, compile, and analyze memory
+        id: extract
+        run: |
+          . venv/bin/activate
+          components='${{ toJSON(fromJSON(needs.determine-jobs.outputs.memory_impact).components) }}'
+          platform="${{ fromJSON(needs.determine-jobs.outputs.memory_impact).platform }}"
+
+          echo "Building with test_build_components.py for $platform with components:"
+          echo "$components" | jq -r '.[]' | sed 's/^/  - /'
+
+          # Use test_build_components.py which handles grouping automatically
+          # Pass components as comma-separated list
+          component_list=$(echo "$components" | jq -r 'join(",")')
+
+          echo "Compiling with test_build_components.py..."
+
+          # Run build and extract memory with auto-detection of build directory for detailed analysis
+          # Use tee to show output in CI while also piping to extraction script
+          python script/test_build_components.py \
+            -e compile \
+            -c "$component_list" \
+            -t "$platform" 2>&1 | \
+            tee /dev/stderr | \
+            python script/ci_memory_impact_extract.py \
+              --output-env \
+              --output-json memory-analysis-pr.json
+      - name: Upload memory analysis JSON
+        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        with:
+          name: memory-analysis-pr
+          path: memory-analysis-pr.json
+          if-no-files-found: warn
+          retention-days: 1
+
+  memory-impact-comment:
+    name: Comment memory impact
+    runs-on: ubuntu-24.04
+    needs:
+      - common
+      - determine-jobs
+      - memory-impact-target-branch
+      - memory-impact-pr-branch
+    if: github.event_name == 'pull_request' && fromJSON(needs.determine-jobs.outputs.memory_impact).should_run == 'true' && needs.memory-impact-target-branch.outputs.skip != 'true'
+    permissions:
+      contents: read
+      pull-requests: write
+    steps:
+      - name: Check out code
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - name: Restore Python
+        uses: ./.github/actions/restore-python
+        with:
+          python-version: ${{ env.DEFAULT_PYTHON }}
+          cache-key: ${{ needs.common.outputs.cache-key }}
+      - name: Download target analysis JSON
+        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        with:
+          name: memory-analysis-target
+          path: ./memory-analysis
+        continue-on-error: true
+      - name: Download PR analysis JSON
+        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        with:
+          name: memory-analysis-pr
+          path: ./memory-analysis
+        continue-on-error: true
+      - name: Post or update PR comment
+        env:
+          GH_TOKEN: ${{ github.token }}
+          COMPONENTS: ${{ toJSON(fromJSON(needs.determine-jobs.outputs.memory_impact).components) }}
+          PLATFORM: ${{ fromJSON(needs.determine-jobs.outputs.memory_impact).platform }}
+          TARGET_RAM: ${{ needs.memory-impact-target-branch.outputs.ram_usage }}
+          TARGET_FLASH: ${{ needs.memory-impact-target-branch.outputs.flash_usage }}
+          PR_RAM: ${{ needs.memory-impact-pr-branch.outputs.ram_usage }}
+          PR_FLASH: ${{ needs.memory-impact-pr-branch.outputs.flash_usage }}
+          TARGET_CACHE_HIT: ${{ needs.memory-impact-target-branch.outputs.cache_hit }}
+        run: |
+          . venv/bin/activate
+
+          # Check if analysis JSON files exist
+          target_json_arg=""
+          pr_json_arg=""
+
+          if [ -f ./memory-analysis/memory-analysis-target.json ]; then
+            echo "Found target analysis JSON"
+            target_json_arg="--target-json ./memory-analysis/memory-analysis-target.json"
+          else
+            echo "No target analysis JSON found"
+          fi
+
+          if [ -f ./memory-analysis/memory-analysis-pr.json ]; then
+            echo "Found PR analysis JSON"
+            pr_json_arg="--pr-json ./memory-analysis/memory-analysis-pr.json"
+          else
+            echo "No PR analysis JSON found"
+          fi
+
+          # Add cache flag if target was cached
+          cache_flag=""
+          if [ "$TARGET_CACHE_HIT" == "true" ]; then
+            cache_flag="--target-cache-hit"
+          fi
+
+          python script/ci_memory_impact_comment.py \
+            --pr-number "${{ github.event.pull_request.number }}" \
+            --components "$COMPONENTS" \
+            --platform "$PLATFORM" \
+            --target-ram "$TARGET_RAM" \
+            --target-flash "$TARGET_FLASH" \
+            --pr-ram "$PR_RAM" \
+            --pr-flash "$PR_FLASH" \
+            $target_json_arg \
+            $pr_json_arg \
+            $cache_flag
+
   ci-status:
     name: CI Status
     runs-on: ubuntu-24.04
@@ -535,6 +823,9 @@ jobs:
       - test-build-components-splitter
       - test-build-components-split
       - pre-commit-ci-lite
+      - memory-impact-target-branch
+      - memory-impact-pr-branch
+      - memory-impact-comment
     if: always()
     steps:
       - name: Success

esphome/__main__.py

@@ -466,7 +466,9 @@ def write_cpp_file() -> int:
 def compile_program(args: ArgsProtocol, config: ConfigType) -> int:
     from esphome import platformio_api
 
-    _LOGGER.info("Compiling app...")
+    # NOTE: "Build path:" format is parsed by script/ci_memory_impact_extract.py
+    # If you change this format, update the regex in that script as well
+    _LOGGER.info("Compiling app... Build path: %s", CORE.build_path)
     rc = platformio_api.run_compile(config, CORE.verbose)
     if rc != 0:
         return rc

esphome/analyze_memory/__init__.py

@@ -0,0 +1,502 @@
+"""Memory usage analyzer for ESPHome compiled binaries."""
+
+from collections import defaultdict
+from dataclasses import dataclass, field
+import logging
+from pathlib import Path
+import re
+import subprocess
+from typing import TYPE_CHECKING
+
+from .const import (
+    CORE_SUBCATEGORY_PATTERNS,
+    DEMANGLED_PATTERNS,
+    ESPHOME_COMPONENT_PATTERN,
+    SECTION_TO_ATTR,
+    SYMBOL_PATTERNS,
+)
+from .helpers import (
+    get_component_class_patterns,
+    get_esphome_components,
+    map_section_name,
+    parse_symbol_line,
+)
+
+if TYPE_CHECKING:
+    from esphome.platformio_api import IDEData
+
+_LOGGER = logging.getLogger(__name__)
+
+# GCC global constructor/destructor prefix annotations
+_GCC_PREFIX_ANNOTATIONS = {
+    "_GLOBAL__sub_I_": "global constructor for",
+    "_GLOBAL__sub_D_": "global destructor for",
+}
+
+# GCC optimization suffix pattern (e.g., $isra$0, $part$1, $constprop$2)
+_GCC_OPTIMIZATION_SUFFIX_PATTERN = re.compile(r"(\$(?:isra|part|constprop)\$\d+)")
+
+# C++ runtime patterns for categorization
+_CPP_RUNTIME_PATTERNS = frozenset(["vtable", "typeinfo", "thunk"])
+
+# libc printf/scanf family base names (used to detect variants like _printf_r, vfprintf, etc.)
+_LIBC_PRINTF_SCANF_FAMILY = frozenset(["printf", "fprintf", "sprintf", "scanf"])
+
+# Regex pattern for parsing readelf section headers
+# Format: [ #] name type addr off size
+_READELF_SECTION_PATTERN = re.compile(
+    r"\s*\[\s*\d+\]\s+([\.\w]+)\s+\w+\s+[\da-fA-F]+\s+[\da-fA-F]+\s+([\da-fA-F]+)"
+)
+
+# Component category prefixes
+_COMPONENT_PREFIX_ESPHOME = "[esphome]"
+_COMPONENT_PREFIX_EXTERNAL = "[external]"
+_COMPONENT_CORE = f"{_COMPONENT_PREFIX_ESPHOME}core"
+_COMPONENT_API = f"{_COMPONENT_PREFIX_ESPHOME}api"
+
+# C++ namespace prefixes
+_NAMESPACE_ESPHOME = "esphome::"
+_NAMESPACE_STD = "std::"
+
+# Type alias for symbol information: (symbol_name, size, component)
+SymbolInfoType = tuple[str, int, str]
+
+
+@dataclass
+class MemorySection:
+    """Represents a memory section with its symbols."""
+
+    name: str
+    symbols: list[SymbolInfoType] = field(default_factory=list)
+    total_size: int = 0
+
+
+@dataclass
+class ComponentMemory:
+    """Tracks memory usage for a component."""
+
+    name: str
+    text_size: int = 0  # Code in flash
+    rodata_size: int = 0  # Read-only data in flash
+    data_size: int = 0  # Initialized data (flash + ram)
+    bss_size: int = 0  # Uninitialized data (ram only)
+    symbol_count: int = 0
+
+    @property
+    def flash_total(self) -> int:
+        """Total flash usage (text + rodata + data)."""
+        return self.text_size + self.rodata_size + self.data_size
+
+    @property
+    def ram_total(self) -> int:
+        """Total RAM usage (data + bss)."""
+        return self.data_size + self.bss_size
+
+
+class MemoryAnalyzer:
+    """Analyzes memory usage from ELF files."""
+
+    def __init__(
+        self,
+        elf_path: str,
+        objdump_path: str | None = None,
+        readelf_path: str | None = None,
+        external_components: set[str] | None = None,
+        idedata: "IDEData | None" = None,
+    ) -> None:
+        """Initialize memory analyzer.
+
+        Args:
+            elf_path: Path to ELF file to analyze
+            objdump_path: Path to objdump binary (auto-detected from idedata if not provided)
+            readelf_path: Path to readelf binary (auto-detected from idedata if not provided)
+            external_components: Set of external component names
+            idedata: Optional PlatformIO IDEData object to auto-detect toolchain paths
+        """
+        self.elf_path = Path(elf_path)
+        if not self.elf_path.exists():
+            raise FileNotFoundError(f"ELF file not found: {elf_path}")
+
+        # Auto-detect toolchain paths from idedata if not provided
+        if idedata is not None and (objdump_path is None or readelf_path is None):
+            objdump_path = objdump_path or idedata.objdump_path
+            readelf_path = readelf_path or idedata.readelf_path
+            _LOGGER.debug("Using toolchain paths from PlatformIO idedata")
+
+        self.objdump_path = objdump_path or "objdump"
+        self.readelf_path = readelf_path or "readelf"
+        self.external_components = external_components or set()
+
+        self.sections: dict[str, MemorySection] = {}
+        self.components: dict[str, ComponentMemory] = defaultdict(
+            lambda: ComponentMemory("")
+        )
+        self._demangle_cache: dict[str, str] = {}
+        self._uncategorized_symbols: list[tuple[str, str, int]] = []
+        self._esphome_core_symbols: list[
+            tuple[str, str, int]
+        ] = []  # Track core symbols
+        self._component_symbols: dict[str, list[tuple[str, str, int]]] = defaultdict(
+            list
+        )  # Track symbols for all components
+
+    def analyze(self) -> dict[str, ComponentMemory]:
+        """Analyze the ELF file and return component memory usage."""
+        self._parse_sections()
+        self._parse_symbols()
+        self._categorize_symbols()
+        return dict(self.components)
+
+    def _parse_sections(self) -> None:
+        """Parse section headers from ELF file."""
+        result = subprocess.run(
+            [self.readelf_path, "-S", str(self.elf_path)],
+            capture_output=True,
+            text=True,
+            check=True,
+        )
+
+        # Parse section headers
+        for line in result.stdout.splitlines():
+            # Look for section entries
+            if not (match := _READELF_SECTION_PATTERN.match(line)):
+                continue
+
+            section_name = match.group(1)
+            size_hex = match.group(2)
+            size = int(size_hex, 16)
+
+            # Map to standard section name
+            mapped_section = map_section_name(section_name)
+            if not mapped_section:
+                continue
+
+            if mapped_section not in self.sections:
+                self.sections[mapped_section] = MemorySection(mapped_section)
+            self.sections[mapped_section].total_size += size
+
+    def _parse_symbols(self) -> None:
+        """Parse symbols from ELF file."""
+        result = subprocess.run(
+            [self.objdump_path, "-t", str(self.elf_path)],
+            capture_output=True,
+            text=True,
+            check=True,
+        )
+
+        # Track seen addresses to avoid duplicates
+        seen_addresses: set[str] = set()
+
+        for line in result.stdout.splitlines():
+            if not (symbol_info := parse_symbol_line(line)):
+                continue
+
+            section, name, size, address = symbol_info
+
+            # Skip duplicate symbols at the same address (e.g., C1/C2 constructors)
+            if address in seen_addresses or section not in self.sections:
+                continue
+
+            self.sections[section].symbols.append((name, size, ""))
+            seen_addresses.add(address)
+
+    def _categorize_symbols(self) -> None:
+        """Categorize symbols by component."""
+        # First, collect all unique symbol names for batch demangling
+        all_symbols = {
+            symbol_name
+            for section in self.sections.values()
+            for symbol_name, _, _ in section.symbols
+        }
+
+        # Batch demangle all symbols at once
+        self._batch_demangle_symbols(list(all_symbols))
+
+        # Now categorize with cached demangled names
+        for section_name, section in self.sections.items():
+            for symbol_name, size, _ in section.symbols:
+                component = self._identify_component(symbol_name)
+
+                if component not in self.components:
+                    self.components[component] = ComponentMemory(component)
+
+                comp_mem = self.components[component]
+                comp_mem.symbol_count += 1
+
+                # Update the appropriate size attribute based on section
+                if attr_name := SECTION_TO_ATTR.get(section_name):
+                    setattr(comp_mem, attr_name, getattr(comp_mem, attr_name) + size)
+
+                # Track uncategorized symbols
+                if component == "other" and size > 0:
+                    demangled = self._demangle_symbol(symbol_name)
+                    self._uncategorized_symbols.append((symbol_name, demangled, size))
+
+                # Track ESPHome core symbols for detailed analysis
+                if component == _COMPONENT_CORE and size > 0:
+                    demangled = self._demangle_symbol(symbol_name)
+                    self._esphome_core_symbols.append((symbol_name, demangled, size))
+
+                # Track all component symbols for detailed analysis
+                if size > 0:
+                    demangled = self._demangle_symbol(symbol_name)
+                    self._component_symbols[component].append(
+                        (symbol_name, demangled, size)
+                    )
+
+    def _identify_component(self, symbol_name: str) -> str:
+        """Identify which component a symbol belongs to."""
+        # Demangle C++ names if needed
+        demangled = self._demangle_symbol(symbol_name)
+
+        # Check for special component classes first (before namespace pattern)
+        # This handles cases like esphome::ESPHomeOTAComponent which should map to ota
+        if _NAMESPACE_ESPHOME in demangled:
+            # Check for special component classes that include component name in the class
+            # For example: esphome::ESPHomeOTAComponent -> ota component
+            for component_name in get_esphome_components():
+                patterns = get_component_class_patterns(component_name)
+                if any(pattern in demangled for pattern in patterns):
+                    return f"{_COMPONENT_PREFIX_ESPHOME}{component_name}"
+
+        # Check for ESPHome component namespaces
+        match = ESPHOME_COMPONENT_PATTERN.search(demangled)
+        if match:
+            component_name = match.group(1)
+            # Strip trailing underscore if present (e.g., switch_ -> switch)
+            component_name = component_name.rstrip("_")
+
+            # Check if this is an actual component in the components directory
+            if component_name in get_esphome_components():
+                return f"{_COMPONENT_PREFIX_ESPHOME}{component_name}"
+            # Check if this is a known external component from the config
+            if component_name in self.external_components:
+                return f"{_COMPONENT_PREFIX_EXTERNAL}{component_name}"
+            # Everything else in esphome:: namespace is core
+            return _COMPONENT_CORE
+
+        # Check for esphome core namespace (no component namespace)
+        if _NAMESPACE_ESPHOME in demangled:
+            # If no component match found, it's core
+            return _COMPONENT_CORE
+
+        # Check against symbol patterns
+        for component, patterns in SYMBOL_PATTERNS.items():
+            if any(pattern in symbol_name for pattern in patterns):
+                return component
+
+        # Check against demangled patterns
+        for component, patterns in DEMANGLED_PATTERNS.items():
+            if any(pattern in demangled for pattern in patterns):
+                return component
+
+        # Special cases that need more complex logic
+
+        # Check if spi_flash vs spi_driver
+        if "spi_" in symbol_name or "SPI" in symbol_name:
+            return "spi_flash" if "spi_flash" in symbol_name else "spi_driver"
+
+        # libc special printf variants
+        if (
+            symbol_name.startswith("_")
+            and symbol_name[1:].replace("_r", "").replace("v", "").replace("s", "")
+            in _LIBC_PRINTF_SCANF_FAMILY
+        ):
+            return "libc"
+
+        # Track uncategorized symbols for analysis
+        return "other"
+
+    def _batch_demangle_symbols(self, symbols: list[str]) -> None:
+        """Batch demangle C++ symbol names for efficiency."""
+        if not symbols:
+            return
+
+        # Try to find the appropriate c++filt for the platform
+        cppfilt_cmd = "c++filt"
+
+        _LOGGER.info("Demangling %d symbols", len(symbols))
+        _LOGGER.debug("objdump_path = %s", self.objdump_path)
+
+        # Check if we have a toolchain-specific c++filt
+        if self.objdump_path and self.objdump_path != "objdump":
+            # Replace objdump with c++filt in the path
+            potential_cppfilt = self.objdump_path.replace("objdump", "c++filt")
+            _LOGGER.info("Checking for toolchain c++filt at: %s", potential_cppfilt)
+            if Path(potential_cppfilt).exists():
+                cppfilt_cmd = potential_cppfilt
+                _LOGGER.info("✓ Using toolchain c++filt: %s", cppfilt_cmd)
+            else:
+                _LOGGER.info(
+                    "✗ Toolchain c++filt not found at %s, using system c++filt",
+                    potential_cppfilt,
+                )
+        else:
+            _LOGGER.info("✗ Using system c++filt (objdump_path=%s)", self.objdump_path)
+
+        # Strip GCC optimization suffixes and prefixes before demangling
+        # Suffixes like $isra$0, $part$0, $constprop$0 confuse c++filt
+        # Prefixes like _GLOBAL__sub_I_ need to be removed and tracked
+        symbols_stripped: list[str] = []
+        symbols_prefixes: list[str] = []  # Track removed prefixes
+        for symbol in symbols:
+            # Remove GCC optimization markers
+            stripped = _GCC_OPTIMIZATION_SUFFIX_PATTERN.sub("", symbol)
+
+            # Handle GCC global constructor/initializer prefixes
+            # _GLOBAL__sub_I_<mangled> -> extract <mangled> for demangling
+            prefix = ""
+            for gcc_prefix in _GCC_PREFIX_ANNOTATIONS:
+                if stripped.startswith(gcc_prefix):
+                    prefix = gcc_prefix
+                    stripped = stripped[len(prefix) :]
+                    break
+
+            symbols_stripped.append(stripped)
+            symbols_prefixes.append(prefix)
+
+        try:
+            # Send all symbols to c++filt at once
+            result = subprocess.run(
+                [cppfilt_cmd],
+                input="\n".join(symbols_stripped),
+                capture_output=True,
+                text=True,
+                check=False,
+            )
+        except (subprocess.SubprocessError, OSError, UnicodeDecodeError) as e:
+            # On error, cache originals
+            _LOGGER.warning("Failed to batch demangle symbols: %s", e)
+            for symbol in symbols:
+                self._demangle_cache[symbol] = symbol
+            return
+
+        if result.returncode != 0:
+            _LOGGER.warning(
+                "c++filt exited with code %d: %s",
+                result.returncode,
+                result.stderr[:200] if result.stderr else "(no error output)",
+            )
+            # Cache originals on failure
+            for symbol in symbols:
+                self._demangle_cache[symbol] = symbol
+            return
+
+        # Process demangled output
+        self._process_demangled_output(
+            symbols, symbols_stripped, symbols_prefixes, result.stdout, cppfilt_cmd
+        )
+
+    def _process_demangled_output(
+        self,
+        symbols: list[str],
+        symbols_stripped: list[str],
+        symbols_prefixes: list[str],
+        demangled_output: str,
+        cppfilt_cmd: str,
+    ) -> None:
+        """Process demangled symbol output and populate cache.
+
+        Args:
+            symbols: Original symbol names
+            symbols_stripped: Stripped symbol names sent to c++filt
+            symbols_prefixes: Removed prefixes to restore
+            demangled_output: Output from c++filt
+            cppfilt_cmd: Path to c++filt command (for logging)
+        """
+        demangled_lines = demangled_output.strip().split("\n")
+        failed_count = 0
+
+        for original, stripped, prefix, demangled in zip(
+            symbols, symbols_stripped, symbols_prefixes, demangled_lines
+        ):
+            # Add back any prefix that was removed
+            demangled = self._restore_symbol_prefix(prefix, stripped, demangled)
+
+            # If we stripped a suffix, add it back to the demangled name for clarity
+            if original != stripped and not prefix:
+                demangled = self._restore_symbol_suffix(original, demangled)
+
+            self._demangle_cache[original] = demangled
+
+            # Log symbols that failed to demangle (stayed the same as stripped version)
+            if stripped == demangled and stripped.startswith("_Z"):
+                failed_count += 1
+                if failed_count <= 5:  # Only log first 5 failures
+                    _LOGGER.warning("Failed to demangle: %s", original)
+
+        if failed_count == 0:
+            _LOGGER.info("Successfully demangled all %d symbols", len(symbols))
+            return
+
+        _LOGGER.warning(
+            "Failed to demangle %d/%d symbols using %s",
+            failed_count,
+            len(symbols),
+            cppfilt_cmd,
+        )
+
+    @staticmethod
+    def _restore_symbol_prefix(prefix: str, stripped: str, demangled: str) -> str:
+        """Restore prefix that was removed before demangling.
+
+        Args:
+            prefix: Prefix that was removed (e.g., "_GLOBAL__sub_I_")
+            stripped: Stripped symbol name
+            demangled: Demangled symbol name
+
+        Returns:
+            Demangled name with prefix restored/annotated
+        """
+        if not prefix:
+            return demangled
+
+        # Successfully demangled - add descriptive prefix
+        if demangled != stripped and (
+            annotation := _GCC_PREFIX_ANNOTATIONS.get(prefix)
+        ):
+            return f"[{annotation}: {demangled}]"
+
+        # Failed to demangle - restore original prefix
+        return prefix + demangled
+
+    @staticmethod
+    def _restore_symbol_suffix(original: str, demangled: str) -> str:
+        """Restore GCC optimization suffix that was removed before demangling.
+
+        Args:
+            original: Original symbol name with suffix
+            demangled: Demangled symbol name without suffix
+
+        Returns:
+            Demangled name with suffix annotation
+        """
+        if suffix_match := _GCC_OPTIMIZATION_SUFFIX_PATTERN.search(original):
+            return f"{demangled} [{suffix_match.group(1)}]"
+        return demangled
+
+    def _demangle_symbol(self, symbol: str) -> str:
+        """Get demangled C++ symbol name from cache."""
+        return self._demangle_cache.get(symbol, symbol)
+
+    def _categorize_esphome_core_symbol(self, demangled: str) -> str:
+        """Categorize ESPHome core symbols into subcategories."""
+        # Special patterns that need to be checked separately
+        if any(pattern in demangled for pattern in _CPP_RUNTIME_PATTERNS):
+            return "C++ Runtime (vtables/RTTI)"
+
+        if demangled.startswith(_NAMESPACE_STD):
+            return "C++ STL"
+
+        # Check against patterns from const.py
+        for category, patterns in CORE_SUBCATEGORY_PATTERNS.items():
+            if any(pattern in demangled for pattern in patterns):
+                return category
+
+        return "Other Core"
+
+
+if __name__ == "__main__":
+    from .cli import main
+
+    main()

esphome/analyze_memory/__main__.py

@@ -0,0 +1,6 @@
+"""Main entry point for running the memory analyzer as a module."""
+
+from .cli import main
+
+if __name__ == "__main__":
+    main()

esphome/analyze_memory/cli.py

@@ -0,0 +1,408 @@
+"""CLI interface for memory analysis with report generation."""
+
+from collections import defaultdict
+import sys
+
+from . import (
+    _COMPONENT_API,
+    _COMPONENT_CORE,
+    _COMPONENT_PREFIX_ESPHOME,
+    _COMPONENT_PREFIX_EXTERNAL,
+    MemoryAnalyzer,
+)
+
+
+class MemoryAnalyzerCLI(MemoryAnalyzer):
+    """Memory analyzer with CLI-specific report generation."""
+
+    # Column width constants
+    COL_COMPONENT: int = 29
+    COL_FLASH_TEXT: int = 14
+    COL_FLASH_DATA: int = 14
+    COL_RAM_DATA: int = 12
+    COL_RAM_BSS: int = 12
+    COL_TOTAL_FLASH: int = 15
+    COL_TOTAL_RAM: int = 12
+    COL_SEPARATOR: int = 3  # " | "
+
+    # Core analysis column widths
+    COL_CORE_SUBCATEGORY: int = 30
+    COL_CORE_SIZE: int = 12
+    COL_CORE_COUNT: int = 6
+    COL_CORE_PERCENT: int = 10
+
+    # Calculate table width once at class level
+    TABLE_WIDTH: int = (
+        COL_COMPONENT
+        + COL_SEPARATOR
+        + COL_FLASH_TEXT
+        + COL_SEPARATOR
+        + COL_FLASH_DATA
+        + COL_SEPARATOR
+        + COL_RAM_DATA
+        + COL_SEPARATOR
+        + COL_RAM_BSS
+        + COL_SEPARATOR
+        + COL_TOTAL_FLASH
+        + COL_SEPARATOR
+        + COL_TOTAL_RAM
+    )
+
+    @staticmethod
+    def _make_separator_line(*widths: int) -> str:
+        """Create a separator line with given column widths.
+
+        Args:
+            widths: Column widths to create separators for
+
+        Returns:
+            Separator line like "----+---------+-----"
+        """
+        return "-+-".join("-" * width for width in widths)
+
+    # Pre-computed separator lines
+    MAIN_TABLE_SEPARATOR: str = _make_separator_line(
+        COL_COMPONENT,
+        COL_FLASH_TEXT,
+        COL_FLASH_DATA,
+        COL_RAM_DATA,
+        COL_RAM_BSS,
+        COL_TOTAL_FLASH,
+        COL_TOTAL_RAM,
+    )
+
+    CORE_TABLE_SEPARATOR: str = _make_separator_line(
+        COL_CORE_SUBCATEGORY,
+        COL_CORE_SIZE,
+        COL_CORE_COUNT,
+        COL_CORE_PERCENT,
+    )
+
+    def generate_report(self, detailed: bool = False) -> str:
+        """Generate a formatted memory report."""
+        components = sorted(
+            self.components.items(), key=lambda x: x[1].flash_total, reverse=True
+        )
+
+        # Calculate totals
+        total_flash = sum(c.flash_total for _, c in components)
+        total_ram = sum(c.ram_total for _, c in components)
+
+        # Build report
+        lines: list[str] = []
+
+        lines.append("=" * self.TABLE_WIDTH)
+        lines.append("Component Memory Analysis".center(self.TABLE_WIDTH))
+        lines.append("=" * self.TABLE_WIDTH)
+        lines.append("")
+
+        # Main table - fixed column widths
+        lines.append(
+            f"{'Component':<{self.COL_COMPONENT}} | {'Flash (text)':>{self.COL_FLASH_TEXT}} | {'Flash (data)':>{self.COL_FLASH_DATA}} | {'RAM (data)':>{self.COL_RAM_DATA}} | {'RAM (bss)':>{self.COL_RAM_BSS}} | {'Total Flash':>{self.COL_TOTAL_FLASH}} | {'Total RAM':>{self.COL_TOTAL_RAM}}"
+        )
+        lines.append(self.MAIN_TABLE_SEPARATOR)
+
+        for name, mem in components:
+            if mem.flash_total > 0 or mem.ram_total > 0:
+                flash_rodata = mem.rodata_size + mem.data_size
+                lines.append(
+                    f"{name:<{self.COL_COMPONENT}} | {mem.text_size:>{self.COL_FLASH_TEXT - 2},} B | {flash_rodata:>{self.COL_FLASH_DATA - 2},} B | "
+                    f"{mem.data_size:>{self.COL_RAM_DATA - 2},} B | {mem.bss_size:>{self.COL_RAM_BSS - 2},} B | "
+                    f"{mem.flash_total:>{self.COL_TOTAL_FLASH - 2},} B | {mem.ram_total:>{self.COL_TOTAL_RAM - 2},} B"
+                )
+
+        lines.append(self.MAIN_TABLE_SEPARATOR)
+        lines.append(
+            f"{'TOTAL':<{self.COL_COMPONENT}} | {' ':>{self.COL_FLASH_TEXT}} | {' ':>{self.COL_FLASH_DATA}} | "
+            f"{' ':>{self.COL_RAM_DATA}} | {' ':>{self.COL_RAM_BSS}} | "
+            f"{total_flash:>{self.COL_TOTAL_FLASH - 2},} B | {total_ram:>{self.COL_TOTAL_RAM - 2},} B"
+        )
+
+        # Top consumers
+        lines.append("")
+        lines.append("Top Flash Consumers:")
+        for i, (name, mem) in enumerate(components[:25]):
+            if mem.flash_total > 0:
+                percentage = (
+                    (mem.flash_total / total_flash * 100) if total_flash > 0 else 0
+                )
+                lines.append(
+                    f"{i + 1}. {name} ({mem.flash_total:,} B) - {percentage:.1f}% of analyzed flash"
+                )
+
+        lines.append("")
+        lines.append("Top RAM Consumers:")
+        ram_components = sorted(components, key=lambda x: x[1].ram_total, reverse=True)
+        for i, (name, mem) in enumerate(ram_components[:25]):
+            if mem.ram_total > 0:
+                percentage = (mem.ram_total / total_ram * 100) if total_ram > 0 else 0
+                lines.append(
+                    f"{i + 1}. {name} ({mem.ram_total:,} B) - {percentage:.1f}% of analyzed RAM"
+                )
+
+        lines.append("")
+        lines.append(
+            "Note: This analysis covers symbols in the ELF file. Some runtime allocations may not be included."
+        )
+        lines.append("=" * self.TABLE_WIDTH)
+
+        # Add ESPHome core detailed analysis if there are core symbols
+        if self._esphome_core_symbols:
+            lines.append("")
+            lines.append("=" * self.TABLE_WIDTH)
+            lines.append(
+                f"{_COMPONENT_CORE} Detailed Analysis".center(self.TABLE_WIDTH)
+            )
+            lines.append("=" * self.TABLE_WIDTH)
+            lines.append("")
+
+            # Group core symbols by subcategory
+            core_subcategories: dict[str, list[tuple[str, str, int]]] = defaultdict(
+                list
+            )
+
+            for symbol, demangled, size in self._esphome_core_symbols:
+                # Categorize based on demangled name patterns
+                subcategory = self._categorize_esphome_core_symbol(demangled)
+                core_subcategories[subcategory].append((symbol, demangled, size))
+
+            # Sort subcategories by total size
+            sorted_subcategories = sorted(
+                [
+                    (name, symbols, sum(s[2] for s in symbols))
+                    for name, symbols in core_subcategories.items()
+                ],
+                key=lambda x: x[2],
+                reverse=True,
+            )
+
+            lines.append(
+                f"{'Subcategory':<{self.COL_CORE_SUBCATEGORY}} | {'Size':>{self.COL_CORE_SIZE}} | "
+                f"{'Count':>{self.COL_CORE_COUNT}} | {'% of Core':>{self.COL_CORE_PERCENT}}"
+            )
+            lines.append(self.CORE_TABLE_SEPARATOR)
+
+            core_total = sum(size for _, _, size in self._esphome_core_symbols)
+
+            for subcategory, symbols, total_size in sorted_subcategories:
+                percentage = (total_size / core_total * 100) if core_total > 0 else 0
+                lines.append(
+                    f"{subcategory:<{self.COL_CORE_SUBCATEGORY}} | {total_size:>{self.COL_CORE_SIZE - 2},} B | "
+                    f"{len(symbols):>{self.COL_CORE_COUNT}} | {percentage:>{self.COL_CORE_PERCENT - 1}.1f}%"
+                )
+
+            # Top 15 largest core symbols
+            lines.append("")
+            lines.append(f"Top 15 Largest {_COMPONENT_CORE} Symbols:")
+            sorted_core_symbols = sorted(
+                self._esphome_core_symbols, key=lambda x: x[2], reverse=True
+            )
+
+            for i, (symbol, demangled, size) in enumerate(sorted_core_symbols[:15]):
+                lines.append(f"{i + 1}. {demangled} ({size:,} B)")
+
+            lines.append("=" * self.TABLE_WIDTH)
+
+        # Add detailed analysis for top ESPHome and external components
+        esphome_components = [
+            (name, mem)
+            for name, mem in components
+            if name.startswith(_COMPONENT_PREFIX_ESPHOME) and name != _COMPONENT_CORE
+        ]
+        external_components = [
+            (name, mem)
+            for name, mem in components
+            if name.startswith(_COMPONENT_PREFIX_EXTERNAL)
+        ]
+
+        top_esphome_components = sorted(
+            esphome_components, key=lambda x: x[1].flash_total, reverse=True
+        )[:30]
+
+        # Include all external components (they're usually important)
+        top_external_components = sorted(
+            external_components, key=lambda x: x[1].flash_total, reverse=True
+        )
+
+        # Check if API component exists and ensure it's included
+        api_component = None
+        for name, mem in components:
+            if name == _COMPONENT_API:
+                api_component = (name, mem)
+                break
+
+        # Combine all components to analyze: top ESPHome + all external + API if not already included
+        components_to_analyze = list(top_esphome_components) + list(
+            top_external_components
+        )
+        if api_component and api_component not in components_to_analyze:
+            components_to_analyze.append(api_component)
+
+        if components_to_analyze:
+            for comp_name, comp_mem in components_to_analyze:
+                if not (comp_symbols := self._component_symbols.get(comp_name, [])):
+                    continue
+                lines.append("")
+                lines.append("=" * self.TABLE_WIDTH)
+                lines.append(f"{comp_name} Detailed Analysis".center(self.TABLE_WIDTH))
+                lines.append("=" * self.TABLE_WIDTH)
+                lines.append("")
+
+                # Sort symbols by size
+                sorted_symbols = sorted(comp_symbols, key=lambda x: x[2], reverse=True)
+
+                lines.append(f"Total symbols: {len(sorted_symbols)}")
+                lines.append(f"Total size: {comp_mem.flash_total:,} B")
+                lines.append("")
+
+                # Show all symbols > 100 bytes for better visibility
+                large_symbols = [
+                    (sym, dem, size) for sym, dem, size in sorted_symbols if size > 100
+                ]
+
+                lines.append(
+                    f"{comp_name} Symbols > 100 B ({len(large_symbols)} symbols):"
+                )
+                for i, (symbol, demangled, size) in enumerate(large_symbols):
+                    lines.append(f"{i + 1}. {demangled} ({size:,} B)")
+
+                lines.append("=" * self.TABLE_WIDTH)
+
+        return "\n".join(lines)
+
+    def dump_uncategorized_symbols(self, output_file: str | None = None) -> None:
+        """Dump uncategorized symbols for analysis."""
+        # Sort by size descending
+        sorted_symbols = sorted(
+            self._uncategorized_symbols, key=lambda x: x[2], reverse=True
+        )
+
+        lines = ["Uncategorized Symbols Analysis", "=" * 80]
+        lines.append(f"Total uncategorized symbols: {len(sorted_symbols)}")
+        lines.append(
+            f"Total uncategorized size: {sum(s[2] for s in sorted_symbols):,} bytes"
+        )
+        lines.append("")
+        lines.append(f"{'Size':>10} | {'Symbol':<60} | Demangled")
+        lines.append("-" * 10 + "-+-" + "-" * 60 + "-+-" + "-" * 40)
+
+        for symbol, demangled, size in sorted_symbols[:100]:  # Top 100
+            demangled_display = (
+                demangled[:100] if symbol != demangled else "[not demangled]"
+            )
+            lines.append(f"{size:>10,} | {symbol[:60]:<60} | {demangled_display}")
+
+        if len(sorted_symbols) > 100:
+            lines.append(f"\n... and {len(sorted_symbols) - 100} more symbols")
+
+        content = "\n".join(lines)
+
+        if output_file:
+            with open(output_file, "w", encoding="utf-8") as f:
+                f.write(content)
+        else:
+            print(content)
+
+
+def analyze_elf(
+    elf_path: str,
+    objdump_path: str | None = None,
+    readelf_path: str | None = None,
+    detailed: bool = False,
+    external_components: set[str] | None = None,
+) -> str:
+    """Analyze an ELF file and return a memory report."""
+    analyzer = MemoryAnalyzerCLI(
+        elf_path, objdump_path, readelf_path, external_components
+    )
+    analyzer.analyze()
+    return analyzer.generate_report(detailed)
+
+
+def main():
+    """CLI entrypoint for memory analysis."""
+    if len(sys.argv) < 2:
+        print("Usage: python -m esphome.analyze_memory <build_directory>")
+        print("\nAnalyze memory usage from an ESPHome build directory.")
+        print("The build directory should contain firmware.elf and idedata will be")
+        print("loaded from ~/.esphome/.internal/idedata/<device>.json")
+        print("\nExamples:")
+        print("  python -m esphome.analyze_memory ~/.esphome/build/my-device")
+        print("  python -m esphome.analyze_memory .esphome/build/my-device")
+        print("  python -m esphome.analyze_memory my-device  # Short form")
+        sys.exit(1)
+
+    build_dir = sys.argv[1]
+
+    # Load build directory
+    import json
+    from pathlib import Path
+
+    from esphome.platformio_api import IDEData
+
+    build_path = Path(build_dir)
+
+    # If no path separator in name, assume it's a device name
+    if "/" not in build_dir and not build_path.is_dir():
+        # Try current directory first
+        cwd_path = Path.cwd() / ".esphome" / "build" / build_dir
+        if cwd_path.is_dir():
+            build_path = cwd_path
+            print(f"Using build directory: {build_path}", file=sys.stderr)
+        else:
+            # Fall back to home directory
+            build_path = Path.home() / ".esphome" / "build" / build_dir
+            print(f"Using build directory: {build_path}", file=sys.stderr)
+
+    if not build_path.is_dir():
+        print(f"Error: {build_path} is not a directory", file=sys.stderr)
+        sys.exit(1)
+
+    # Find firmware.elf
+    elf_file = None
+    for elf_candidate in [
+        build_path / "firmware.elf",
+        build_path / ".pioenvs" / build_path.name / "firmware.elf",
+    ]:
+        if elf_candidate.exists():
+            elf_file = str(elf_candidate)
+            break
+
+    if not elf_file:
+        print(f"Error: firmware.elf not found in {build_dir}", file=sys.stderr)
+        sys.exit(1)
+
+    # Find idedata.json - check current directory first, then home
+    device_name = build_path.name
+    idedata_candidates = [
+        Path.cwd() / ".esphome" / "idedata" / f"{device_name}.json",
+        Path.home() / ".esphome" / "idedata" / f"{device_name}.json",
+    ]
+
+    idedata = None
+    for idedata_path in idedata_candidates:
+        if not idedata_path.exists():
+            continue
+        try:
+            with open(idedata_path, encoding="utf-8") as f:
+                raw_data = json.load(f)
+            idedata = IDEData(raw_data)
+            print(f"Loaded idedata from: {idedata_path}", file=sys.stderr)
+            break
+        except (json.JSONDecodeError, OSError) as e:
+            print(f"Warning: Failed to load idedata: {e}", file=sys.stderr)
+
+    if not idedata:
+        print(
+            f"Warning: idedata not found (searched {idedata_candidates[0]} and {idedata_candidates[1]})",
+            file=sys.stderr,
+        )
+
+    analyzer = MemoryAnalyzerCLI(elf_file, idedata=idedata)
+    analyzer.analyze()
+    report = analyzer.generate_report()
+    print(report)
+
+
+if __name__ == "__main__":
+    main()

esphome/analyze_memory/const.py

@@ -0,0 +1,903 @@
+"""Constants for memory analysis symbol pattern matching."""
+
+import re
+
+# Pattern to extract ESPHome component namespaces dynamically
+ESPHOME_COMPONENT_PATTERN = re.compile(r"esphome::([a-zA-Z0-9_]+)::")
+
+# Section mapping for ELF file sections
+# Maps standard section names to their various platform-specific variants
+SECTION_MAPPING = {
+    ".text": frozenset([".text", ".iram"]),
+    ".rodata": frozenset([".rodata"]),
+    ".data": frozenset([".data", ".dram"]),
+    ".bss": frozenset([".bss"]),
+}
+
+# Section to ComponentMemory attribute mapping
+# Maps section names to the attribute name in ComponentMemory dataclass
+SECTION_TO_ATTR = {
+    ".text": "text_size",
+    ".rodata": "rodata_size",
+    ".data": "data_size",
+    ".bss": "bss_size",
+}
+
+# Component identification rules
+# Symbol patterns: patterns found in raw symbol names
+SYMBOL_PATTERNS = {
+    "freertos": [
+        "vTask",
+        "xTask",
+        "xQueue",
+        "pvPort",
+        "vPort",
+        "uxTask",
+        "pcTask",
+        "prvTimerTask",
+        "prvAddNewTaskToReadyList",
+        "pxReadyTasksLists",
+        "prvAddCurrentTaskToDelayedList",
+        "xEventGroupWaitBits",
+        "xRingbufferSendFromISR",
+        "prvSendItemDoneNoSplit",
+        "prvReceiveGeneric",
+        "prvSendAcquireGeneric",
+        "prvCopyItemAllowSplit",
+        "xEventGroup",
+        "xRingbuffer",
+        "prvSend",
+        "prvReceive",
+        "prvCopy",
+        "xPort",
+        "ulTaskGenericNotifyTake",
+        "prvIdleTask",
+        "prvInitialiseNewTask",
+        "prvIsYieldRequiredSMP",
+        "prvGetItemByteBuf",
+        "prvInitializeNewRingbuffer",
+        "prvAcquireItemNoSplit",
+        "prvNotifyQueueSetContainer",
+        "ucStaticTimerQueueStorage",
+        "eTaskGetState",
+        "main_task",
+        "do_system_init_fn",
+        "xSemaphoreCreateGenericWithCaps",
+        "vListInsert",
+        "uxListRemove",
+        "vRingbufferReturnItem",
+        "vRingbufferReturnItemFromISR",
+        "prvCheckItemFitsByteBuffer",
+        "prvGetCurMaxSizeAllowSplit",
+        "tick_hook",
+        "sys_sem_new",
+        "sys_arch_mbox_fetch",
+        "sys_arch_sem_wait",
+        "prvDeleteTCB",
+        "vQueueDeleteWithCaps",
+        "vRingbufferDeleteWithCaps",
+        "vSemaphoreDeleteWithCaps",
+        "prvCheckItemAvail",
+        "prvCheckTaskCanBeScheduledSMP",
+        "prvGetCurMaxSizeNoSplit",
+        "prvResetNextTaskUnblockTime",
+        "prvReturnItemByteBuf",
+        "vApplicationStackOverflowHook",
+        "vApplicationGetIdleTaskMemory",
+        "sys_init",
+        "sys_mbox_new",
+        "sys_arch_mbox_tryfetch",
+    ],
+    "xtensa": ["xt_", "_xt_", "xPortEnterCriticalTimeout"],
+    "heap": ["heap_", "multi_heap"],
+    "spi_flash": ["spi_flash"],
+    "rtc": ["rtc_", "rtcio_ll_"],
+    "gpio_driver": ["gpio_", "pins"],
+    "uart_driver": ["uart", "_uart", "UART"],
+    "timer": ["timer_", "esp_timer"],
+    "peripherals": ["periph_", "periman"],
+    "network_stack": [
+        "vj_compress",
+        "raw_sendto",
+        "raw_input",
+        "etharp_",
+        "icmp_input",
+        "socket_ipv6",
+        "ip_napt",
+        "socket_ipv4_multicast",
+        "socket_ipv6_multicast",
+        "netconn_",
+        "recv_raw",
+        "accept_function",
+        "netconn_recv_data",
+        "netconn_accept",
+        "netconn_write_vectors_partly",
+        "netconn_drain",
+        "raw_connect",
+        "raw_bind",
+        "icmp_send_response",
+        "sockets",
+        "icmp_dest_unreach",
+        "inet_chksum_pseudo",
+        "alloc_socket",
+        "done_socket",
+        "set_global_fd_sets",
+        "inet_chksum_pbuf",
+        "tryget_socket_unconn_locked",
+        "tryget_socket_unconn",
+        "cs_create_ctrl_sock",
+        "netbuf_alloc",
+    ],
+    "ipv6_stack": ["nd6_", "ip6_", "mld6_", "icmp6_", "icmp6_input"],
+    "wifi_stack": [
+        "ieee80211",
+        "hostap",
+        "sta_",
+        "ap_",
+        "scan_",
+        "wifi_",
+        "wpa_",
+        "wps_",
+        "esp_wifi",
+        "cnx_",
+        "wpa3_",
+        "sae_",
+        "wDev_",
+        "ic_",
+        "mac_",
+        "esf_buf",
+        "gWpaSm",
+        "sm_WPA",
+        "eapol_",
+        "owe_",
+        "wifiLowLevelInit",
+        "s_do_mapping",
+        "gScanStruct",
+        "ppSearchTxframe",
+        "ppMapWaitTxq",
+        "ppFillAMPDUBar",
+        "ppCheckTxConnTrafficIdle",
+        "ppCalTkipMic",
+    ],
+    "bluetooth": ["bt_", "ble_", "l2c_", "gatt_", "gap_", "hci_", "BT_init"],
+    "wifi_bt_coex": ["coex"],
+    "bluetooth_rom": ["r_ble", "r_lld", "r_llc", "r_llm"],
+    "bluedroid_bt": [
+        "bluedroid",
+        "btc_",
+        "bta_",
+        "btm_",
+        "btu_",
+        "BTM_",
+        "GATT",
+        "L2CA_",
+        "smp_",
+        "gatts_",
+        "attp_",
+        "l2cu_",
+        "l2cb",
+        "smp_cb",
+        "BTA_GATTC_",
+        "SMP_",
+        "BTU_",
+        "BTA_Dm",
+        "GAP_Ble",
+        "BT_tx_if",
+        "host_recv_pkt_cb",
+        "saved_local_oob_data",
+        "string_to_bdaddr",
+        "string_is_bdaddr",
+        "CalConnectParamTimeout",
+        "transmit_fragment",
+        "transmit_data",
+        "event_command_ready",
+        "read_command_complete_header",
+        "parse_read_local_extended_features_response",
+        "parse_read_local_version_info_response",
+        "should_request_high",
+        "btdm_wakeup_request",
+        "BTA_SetAttributeValue",
+        "BTA_EnableBluetooth",
+        "transmit_command_futured",
+        "transmit_command",
+        "get_waiting_command",
+        "make_command",
+        "transmit_downward",
+        "host_recv_adv_packet",
+        "copy_extra_byte_in_db",
+        "parse_read_local_supported_commands_response",
+    ],
+    "crypto_math": [
+        "ecp_",
+        "bignum_",
+        "mpi_",
+        "sswu",
+        "modp",
+        "dragonfly_",
+        "gcm_mult",
+        "__multiply",
+        "quorem",
+        "__mdiff",
+        "__lshift",
+        "__mprec_tens",
+        "ECC_",
+        "multiprecision_",
+        "mix_sub_columns",
+        "sbox",
+        "gfm2_sbox",
+        "gfm3_sbox",
+        "curve_p256",
+        "curve",
+        "p_256_init_curve",
+        "shift_sub_rows",
+        "rshift",
+    ],
+    "hw_crypto": ["esp_aes", "esp_sha", "esp_rsa", "esp_bignum", "esp_mpi"],
+    "libc": [
+        "printf",
+        "scanf",
+        "malloc",
+        "free",
+        "memcpy",
+        "memset",
+        "strcpy",
+        "strlen",
+        "_dtoa",
+        "_fopen",
+        "__sfvwrite_r",
+        "qsort",
+        "__sf",
+        "__sflush_r",
+        "__srefill_r",
+        "_impure_data",
+        "_reclaim_reent",
+        "_open_r",
+        "strncpy",
+        "_strtod_l",
+        "__gethex",
+        "__hexnan",
+        "_setenv_r",
+        "_tzset_unlocked_r",
+        "__tzcalc_limits",
+        "select",
+        "scalbnf",
+        "strtof",
+        "strtof_l",
+        "__d2b",
+        "__b2d",
+        "__s2b",
+        "_Balloc",
+        "__multadd",
+        "__lo0bits",
+        "__atexit0",
+        "__smakebuf_r",
+        "__swhatbuf_r",
+        "_sungetc_r",
+        "_close_r",
+        "_link_r",
+        "_unsetenv_r",
+        "_rename_r",
+        "__month_lengths",
+        "tzinfo",
+        "__ratio",
+        "__hi0bits",
+        "__ulp",
+        "__any_on",
+        "__copybits",
+        "L_shift",
+        "_fcntl_r",
+        "_lseek_r",
+        "_read_r",
+        "_write_r",
+        "_unlink_r",
+        "_fstat_r",
+        "access",
+        "fsync",
+        "tcsetattr",
+        "tcgetattr",
+        "tcflush",
+        "tcdrain",
+        "__ssrefill_r",
+        "_stat_r",
+        "__hexdig_fun",
+        "__mcmp",
+        "_fwalk_sglue",
+        "__fpclassifyf",
+        "_setlocale_r",
+        "_mbrtowc_r",
+        "fcntl",
+        "__match",
+        "_lock_close",
+        "__c$",
+        "__func__$",
+        "__FUNCTION__$",
+        "DAYS_IN_MONTH",
+        "_DAYS_BEFORE_MONTH",
+        "CSWTCH$",
+        "dst$",
+        "sulp",
+    ],
+    "string_ops": ["strcmp", "strncmp", "strchr", "strstr", "strtok", "strdup"],
+    "memory_alloc": ["malloc", "calloc", "realloc", "free", "_sbrk"],
+    "file_io": [
+        "fread",
+        "fwrite",
+        "fopen",
+        "fclose",
+        "fseek",
+        "ftell",
+        "fflush",
+        "s_fd_table",
+    ],
+    "string_formatting": [
+        "snprintf",
+        "vsnprintf",
+        "sprintf",
+        "vsprintf",
+        "sscanf",
+        "vsscanf",
+    ],
+    "cpp_anonymous": ["_GLOBAL__N_", "n$"],
+    "cpp_runtime": ["__cxx", "_ZN", "_ZL", "_ZSt", "__gxx_personality", "_Z16"],
+    "exception_handling": ["__cxa_", "_Unwind_", "__gcc_personality", "uw_frame_state"],
+    "static_init": ["_GLOBAL__sub_I_"],
+    "mdns_lib": ["mdns"],
+    "phy_radio": [
+        "phy_",
+        "rf_",
+        "chip_",
+        "register_chipv7",
+        "pbus_",
+        "bb_",
+        "fe_",
+        "rfcal_",
+        "ram_rfcal",
+        "tx_pwctrl",
+        "rx_chan",
+        "set_rx_gain",
+        "set_chan",
+        "agc_reg",
+        "ram_txiq",
+        "ram_txdc",
+        "ram_gen_rx_gain",
+        "rx_11b_opt",
+        "set_rx_sense",
+        "set_rx_gain_cal",
+        "set_chan_dig_gain",
+        "tx_pwctrl_init_cal",
+        "rfcal_txiq",
+        "set_tx_gain_table",
+        "correct_rfpll_offset",
+        "pll_correct_dcap",
+        "txiq_cal_init",
+        "pwdet_sar",
+        "pwdet_sar2_init",
+        "ram_iq_est_enable",
+        "ram_rfpll_set_freq",
+        "ant_wifirx_cfg",
+        "ant_btrx_cfg",
+        "force_txrxoff",
+        "force_txrx_off",
+        "tx_paon_set",
+        "opt_11b_resart",
+        "rfpll_1p2_opt",
+        "ram_dc_iq_est",
+        "ram_start_tx_tone",
+        "ram_en_pwdet",
+        "ram_cbw2040_cfg",
+        "rxdc_est_min",
+        "i2cmst_reg_init",
+        "temprature_sens_read",
+        "ram_restart_cal",
+        "ram_write_gain_mem",
+        "ram_wait_rfpll_cal_end",
+        "txcal_debuge_mode",
+        "ant_wifitx_cfg",
+        "reg_init_begin",
+    ],
+    "wifi_phy_pp": ["pp_", "ppT", "ppR", "ppP", "ppInstall", "ppCalTxAMPDULength"],
+    "wifi_lmac": ["lmac"],
+    "wifi_device": ["wdev", "wDev_"],
+    "power_mgmt": [
+        "pm_",
+        "sleep",
+        "rtc_sleep",
+        "light_sleep",
+        "deep_sleep",
+        "power_down",
+        "g_pm",
+    ],
+    "memory_mgmt": [
+        "mem_",
+        "memory_",
+        "tlsf_",
+        "memp_",
+        "pbuf_",
+        "pbuf_alloc",
+        "pbuf_copy_partial_pbuf",
+    ],
+    "hal_layer": ["hal_"],
+    "clock_mgmt": [
+        "clk_",
+        "clock_",
+        "rtc_clk",
+        "apb_",
+        "cpu_freq",
+        "setCpuFrequencyMhz",
+    ],
+    "cache_mgmt": ["cache"],
+    "flash_ops": ["flash", "image_load"],
+    "interrupt_handlers": [
+        "isr",
+        "interrupt",
+        "intr_",
+        "exc_",
+        "exception",
+        "port_IntStack",
+    ],
+    "wrapper_functions": ["_wrapper"],
+    "error_handling": ["panic", "abort", "assert", "error_", "fault"],
+    "authentication": ["auth"],
+    "ppp_protocol": ["ppp", "ipcp_", "lcp_", "chap_", "LcpEchoCheck"],
+    "dhcp": ["dhcp", "handle_dhcp"],
+    "ethernet_phy": [
+        "emac_",
+        "eth_phy_",
+        "phy_tlk110",
+        "phy_lan87",
+        "phy_ip101",
+        "phy_rtl",
+        "phy_dp83",
+        "phy_ksz",
+        "lan87xx_",
+        "rtl8201_",
+        "ip101_",
+        "ksz80xx_",
+        "jl1101_",
+        "dp83848_",
+        "eth_on_state_changed",
+    ],
+    "threading": ["pthread_", "thread_", "_task_"],
+    "pthread": ["pthread"],
+    "synchronization": ["mutex", "semaphore", "spinlock", "portMUX"],
+    "math_lib": [
+        "sin",
+        "cos",
+        "tan",
+        "sqrt",
+        "pow",
+        "exp",
+        "log",
+        "atan",
+        "asin",
+        "acos",
+        "floor",
+        "ceil",
+        "fabs",
+        "round",
+    ],
+    "random": ["rand", "random", "rng_", "prng"],
+    "time_lib": [
+        "time",
+        "clock",
+        "gettimeofday",
+        "settimeofday",
+        "localtime",
+        "gmtime",
+        "mktime",
+        "strftime",
+    ],
+    "console_io": ["console_", "uart_tx", "uart_rx", "puts", "putchar", "getchar"],
+    "rom_functions": ["r_", "rom_"],
+    "compiler_runtime": [
+        "__divdi3",
+        "__udivdi3",
+        "__moddi3",
+        "__muldi3",
+        "__ashldi3",
+        "__ashrdi3",
+        "__lshrdi3",
+        "__cmpdi2",
+        "__fixdfdi",
+        "__floatdidf",
+    ],
+    "libgcc": ["libgcc", "_divdi3", "_udivdi3"],
+    "boot_startup": ["boot", "start_cpu", "call_start", "startup", "bootloader"],
+    "bootloader": ["bootloader_", "esp_bootloader"],
+    "app_framework": ["app_", "initArduino", "setup", "loop", "Update"],
+    "weak_symbols": ["__weak_"],
+    "compiler_builtins": ["__builtin_"],
+    "vfs": ["vfs_", "VFS"],
+    "esp32_sdk": ["esp32_", "esp32c", "esp32s"],
+    "usb": ["usb_", "USB", "cdc_", "CDC"],
+    "i2c_driver": ["i2c_", "I2C"],
+    "i2s_driver": ["i2s_", "I2S"],
+    "spi_driver": ["spi_", "SPI"],
+    "adc_driver": ["adc_", "ADC"],
+    "dac_driver": ["dac_", "DAC"],
+    "touch_driver": ["touch_", "TOUCH"],
+    "pwm_driver": ["pwm_", "PWM", "ledc_", "LEDC"],
+    "rmt_driver": ["rmt_", "RMT"],
+    "pcnt_driver": ["pcnt_", "PCNT"],
+    "can_driver": ["can_", "CAN", "twai_", "TWAI"],
+    "sdmmc_driver": ["sdmmc_", "SDMMC", "sdcard", "sd_card"],
+    "temp_sensor": ["temp_sensor", "tsens_"],
+    "watchdog": ["wdt_", "WDT", "watchdog"],
+    "brownout": ["brownout", "bod_"],
+    "ulp": ["ulp_", "ULP"],
+    "psram": ["psram", "PSRAM", "spiram", "SPIRAM"],
+    "efuse": ["efuse", "EFUSE"],
+    "partition": ["partition", "esp_partition"],
+    "esp_event": ["esp_event", "event_loop", "event_callback"],
+    "esp_console": ["esp_console", "console_"],
+    "chip_specific": ["chip_", "esp_chip"],
+    "esp_system_utils": ["esp_system", "esp_hw", "esp_clk", "esp_sleep"],
+    "ipc": ["esp_ipc", "ipc_"],
+    "wifi_config": [
+        "g_cnxMgr",
+        "gChmCxt",
+        "g_ic",
+        "TxRxCxt",
+        "s_dp",
+        "s_ni",
+        "s_reg_dump",
+        "packet$",
+        "d_mult_table",
+        "K",
+        "fcstab",
+    ],
+    "smartconfig": ["sc_ack_send"],
+    "rc_calibration": ["rc_cal", "rcUpdate"],
+    "noise_floor": ["noise_check"],
+    "rf_calibration": [
+        "set_rx_sense",
+        "set_rx_gain_cal",
+        "set_chan_dig_gain",
+        "tx_pwctrl_init_cal",
+        "rfcal_txiq",
+        "set_tx_gain_table",
+        "correct_rfpll_offset",
+        "pll_correct_dcap",
+        "txiq_cal_init",
+        "pwdet_sar",
+        "rx_11b_opt",
+    ],
+    "wifi_crypto": [
+        "pk_use_ecparams",
+        "process_segments",
+        "ccmp_",
+        "rc4_",
+        "aria_",
+        "mgf_mask",
+        "dh_group",
+        "ccmp_aad_nonce",
+        "ccmp_encrypt",
+        "rc4_skip",
+        "aria_sb1",
+        "aria_sb2",
+        "aria_is1",
+        "aria_is2",
+        "aria_sl",
+        "aria_a",
+    ],
+    "radio_control": ["fsm_input", "fsm_sconfreq"],
+    "pbuf": [
+        "pbuf_",
+    ],
+    "event_group": ["xEventGroup"],
+    "ringbuffer": ["xRingbuffer", "prvSend", "prvReceive", "prvCopy"],
+    "provisioning": ["prov_", "prov_stop_and_notify"],
+    "scan": ["gScanStruct"],
+    "port": ["xPort"],
+    "elf_loader": [
+        "elf_add",
+        "elf_add_note",
+        "elf_add_segment",
+        "process_image",
+        "read_encoded",
+        "read_encoded_value",
+        "read_encoded_value_with_base",
+        "process_image_header",
+    ],
+    "socket_api": [
+        "sockets",
+        "netconn_",
+        "accept_function",
+        "recv_raw",
+        "socket_ipv4_multicast",
+        "socket_ipv6_multicast",
+    ],
+    "igmp": ["igmp_", "igmp_send", "igmp_input"],
+    "icmp6": ["icmp6_"],
+    "arp": ["arp_table"],
+    "ampdu": [
+        "ampdu_",
+        "rcAmpdu",
+        "trc_onAmpduOp",
+        "rcAmpduLowerRate",
+        "ampdu_dispatch_upto",
+    ],
+    "ieee802_11": ["ieee802_11_", "ieee802_11_parse_elems"],
+    "rate_control": ["rssi_margin", "rcGetSched", "get_rate_fcc_index"],
+    "nan": ["nan_dp_", "nan_dp_post_tx", "nan_dp_delete_peer"],
+    "channel_mgmt": ["chm_init", "chm_set_current_channel"],
+    "trace": ["trc_init", "trc_onAmpduOp"],
+    "country_code": ["country_info", "country_info_24ghz"],
+    "multicore": ["do_multicore_settings"],
+    "Update_lib": ["Update"],
+    "stdio": [
+        "__sf",
+        "__sflush_r",
+        "__srefill_r",
+        "_impure_data",
+        "_reclaim_reent",
+        "_open_r",
+    ],
+    "strncpy_ops": ["strncpy"],
+    "math_internal": ["__mdiff", "__lshift", "__mprec_tens", "quorem"],
+    "character_class": ["__chclass"],
+    "camellia": ["camellia_", "camellia_feistel"],
+    "crypto_tables": ["FSb", "FSb2", "FSb3", "FSb4"],
+    "event_buffer": ["g_eb_list_desc", "eb_space"],
+    "base_node": ["base_node_", "base_node_add_handler"],
+    "file_descriptor": ["s_fd_table"],
+    "tx_delay": ["tx_delay_cfg"],
+    "deinit": ["deinit_functions"],
+    "lcp_echo": ["LcpEchoCheck"],
+    "raw_api": ["raw_bind", "raw_connect"],
+    "checksum": ["process_checksum"],
+    "entry_management": ["add_entry"],
+    "esp_ota": ["esp_ota", "ota_", "read_otadata"],
+    "http_server": [
+        "httpd_",
+        "parse_url_char",
+        "cb_headers_complete",
+        "delete_entry",
+        "validate_structure",
+        "config_save",
+        "config_new",
+        "verify_url",
+        "cb_url",
+    ],
+    "misc_system": [
+        "alarm_cbs",
+        "start_up",
+        "tokens",
+        "unhex",
+        "osi_funcs_ro",
+        "enum_function",
+        "fragment_and_dispatch",
+        "alarm_set",
+        "osi_alarm_new",
+        "config_set_string",
+        "config_update_newest_section",
+        "config_remove_key",
+        "method_strings",
+        "interop_match",
+        "interop_database",
+        "__state_table",
+        "__action_table",
+        "s_stub_table",
+        "s_context",
+        "s_mmu_ctx",
+        "s_get_bus_mask",
+        "hli_queue_put",
+        "list_remove",
+        "list_delete",
+        "lock_acquire_generic",
+        "is_vect_desc_usable",
+        "io_mode_str",
+        "__c$20233",
+        "interface",
+        "read_id_core",
+        "subscribe_idle",
+        "unsubscribe_idle",
+        "s_clkout_handle",
+        "lock_release_generic",
+        "config_set_int",
+        "config_get_int",
+        "config_get_string",
+        "config_has_key",
+        "config_remove_section",
+        "osi_alarm_init",
+        "osi_alarm_deinit",
+        "fixed_queue_enqueue",
+        "fixed_queue_dequeue",
+        "fixed_queue_new",
+        "fixed_pkt_queue_enqueue",
+        "fixed_pkt_queue_new",
+        "list_append",
+        "list_prepend",
+        "list_insert_after",
+        "list_contains",
+        "list_get_node",
+        "hash_function_blob",
+        "cb_no_body",
+        "cb_on_body",
+        "profile_tab",
+        "get_arg",
+        "trim",
+        "buf$",
+        "process_appended_hash_and_sig$constprop$0",
+        "uuidType",
+        "allocate_svc_db_buf",
+        "_hostname_is_ours",
+        "s_hli_handlers",
+        "tick_cb",
+        "idle_cb",
+        "input",
+        "entry_find",
+        "section_find",
+        "find_bucket_entry_",
+        "config_has_section",
+        "hli_queue_create",
+        "hli_queue_get",
+        "hli_c_handler",
+        "future_ready",
+        "future_await",
+        "future_new",
+        "pkt_queue_enqueue",
+        "pkt_queue_dequeue",
+        "pkt_queue_cleanup",
+        "pkt_queue_create",
+        "pkt_queue_destroy",
+        "fixed_pkt_queue_dequeue",
+        "osi_alarm_cancel",
+        "osi_alarm_is_active",
+        "osi_sem_take",
+        "osi_event_create",
+        "osi_event_bind",
+        "alarm_cb_handler",
+        "list_foreach",
+        "list_back",
+        "list_front",
+        "list_clear",
+        "fixed_queue_try_peek_first",
+        "translate_path",
+        "get_idx",
+        "find_key",
+        "init",
+        "end",
+        "start",
+        "set_read_value",
+        "copy_address_list",
+        "copy_and_key",
+        "sdk_cfg_opts",
+        "leftshift_onebit",
+        "config_section_end",
+        "config_section_begin",
+        "find_entry_and_check_all_reset",
+        "image_validate",
+        "xPendingReadyList",
+        "vListInitialise",
+        "lock_init_generic",
+        "ant_bttx_cfg",
+        "ant_dft_cfg",
+        "cs_send_to_ctrl_sock",
+        "config_llc_util_funcs_reset",
+        "make_set_adv_report_flow_control",
+        "make_set_event_mask",
+        "raw_new",
+        "raw_remove",
+        "BTE_InitStack",
+        "parse_read_local_supported_features_response",
+        "__math_invalidf",
+        "tinytens",
+        "__mprec_tinytens",
+        "__mprec_bigtens",
+        "vRingbufferDelete",
+        "vRingbufferDeleteWithCaps",
+        "vRingbufferReturnItem",
+        "vRingbufferReturnItemFromISR",
+        "get_acl_data_size_ble",
+        "get_features_ble",
+        "get_features_classic",
+        "get_acl_packet_size_ble",
+        "get_acl_packet_size_classic",
+        "supports_extended_inquiry_response",
+        "supports_rssi_with_inquiry_results",
+        "supports_interlaced_inquiry_scan",
+        "supports_reading_remote_extended_features",
+    ],
+    "bluetooth_ll": [
+        "lld_pdu_",
+        "ld_acl_",
+        "lld_stop_ind_handler",
+        "lld_evt_winsize_change",
+        "config_lld_evt_funcs_reset",
+        "config_lld_funcs_reset",
+        "config_llm_funcs_reset",
+        "llm_set_long_adv_data",
+        "lld_retry_tx_prog",
+        "llc_link_sup_to_ind_handler",
+        "config_llc_funcs_reset",
+        "lld_evt_rxwin_compute",
+        "config_btdm_funcs_reset",
+        "config_ea_funcs_reset",
+        "llc_defalut_state_tab_reset",
+        "config_rwip_funcs_reset",
+        "ke_lmp_rx_flooding_detect",
+    ],
+}
+
+# Demangled patterns: patterns found in demangled C++ names
+DEMANGLED_PATTERNS = {
+    "gpio_driver": ["GPIO"],
+    "uart_driver": ["UART"],
+    "network_stack": [
+        "lwip",
+        "tcp",
+        "udp",
+        "ip4",
+        "ip6",
+        "dhcp",
+        "dns",
+        "netif",
+        "ethernet",
+        "ppp",
+        "slip",
+    ],
+    "wifi_stack": ["NetworkInterface"],
+    "nimble_bt": [
+        "nimble",
+        "NimBLE",
+        "ble_hs",
+        "ble_gap",
+        "ble_gatt",
+        "ble_att",
+        "ble_l2cap",
+        "ble_sm",
+    ],
+    "crypto": ["mbedtls", "crypto", "sha", "aes", "rsa", "ecc", "tls", "ssl"],
+    "cpp_stdlib": ["std::", "__gnu_cxx::", "__cxxabiv"],
+    "static_init": ["__static_initialization"],
+    "rtti": ["__type_info", "__class_type_info"],
+    "web_server_lib": ["AsyncWebServer", "AsyncWebHandler", "WebServer"],
+    "async_tcp": ["AsyncClient", "AsyncServer"],
+    "mdns_lib": ["mdns"],
+    "json_lib": [
+        "ArduinoJson",
+        "JsonDocument",
+        "JsonArray",
+        "JsonObject",
+        "deserialize",
+        "serialize",
+    ],
+    "http_lib": ["HTTP", "http_", "Request", "Response", "Uri", "WebSocket"],
+    "logging": ["log", "Log", "print", "Print", "diag_"],
+    "authentication": ["checkDigestAuthentication"],
+    "libgcc": ["libgcc"],
+    "esp_system": ["esp_", "ESP"],
+    "arduino": ["arduino"],
+    "nvs": ["nvs_", "_ZTVN3nvs", "nvs::"],
+    "filesystem": ["spiffs", "vfs"],
+    "libc": ["newlib"],
+}
+
+# Patterns for categorizing ESPHome core symbols into subcategories
+CORE_SUBCATEGORY_PATTERNS = {
+    "Component Framework": ["Component"],
+    "Application Core": ["Application"],
+    "Scheduler": ["Scheduler"],
+    "Component Iterator": ["ComponentIterator"],
+    "Helper Functions": ["Helpers", "helpers"],
+    "Preferences/Storage": ["Preferences", "ESPPreferences"],
+    "I/O Utilities": ["HighFrequencyLoopRequester"],
+    "String Utilities": ["str_"],
+    "Bit Utilities": ["reverse_bits"],
+    "Data Conversion": ["convert_"],
+    "Network Utilities": ["network", "IPAddress"],
+    "API Protocol": ["api::"],
+    "WiFi Manager": ["wifi::"],
+    "MQTT Client": ["mqtt::"],
+    "Logger": ["logger::"],
+    "OTA Updates": ["ota::"],
+    "Web Server": ["web_server::"],
+    "Time Management": ["time::"],
+    "Sensor Framework": ["sensor::"],
+    "Binary Sensor": ["binary_sensor::"],
+    "Switch Framework": ["switch_::"],
+    "Light Framework": ["light::"],
+    "Climate Framework": ["climate::"],
+    "Cover Framework": ["cover::"],
+}

esphome/analyze_memory/helpers.py

@@ -0,0 +1,121 @@
+"""Helper functions for memory analysis."""
+
+from functools import cache
+from pathlib import Path
+
+from .const import SECTION_MAPPING
+
+# Import namespace constant from parent module
+# Note: This would create a circular import if done at module level,
+# so we'll define it locally here as well
+_NAMESPACE_ESPHOME = "esphome::"
+
+
+# Get the list of actual ESPHome components by scanning the components directory
+@cache
+def get_esphome_components():
+    """Get set of actual ESPHome components from the components directory."""
+    # Find the components directory relative to this file
+    # Go up two levels from analyze_memory/helpers.py to esphome/
+    current_dir = Path(__file__).parent.parent
+    components_dir = current_dir / "components"
+
+    if not components_dir.exists() or not components_dir.is_dir():
+        return frozenset()
+
+    return frozenset(
+        item.name
+        for item in components_dir.iterdir()
+        if item.is_dir()
+        and not item.name.startswith(".")
+        and not item.name.startswith("__")
+    )
+
+
+@cache
+def get_component_class_patterns(component_name: str) -> list[str]:
+    """Generate component class name patterns for symbol matching.
+
+    Args:
+        component_name: The component name (e.g., "ota", "wifi", "api")
+
+    Returns:
+        List of pattern strings to match against demangled symbols
+    """
+    component_upper = component_name.upper()
+    component_camel = component_name.replace("_", "").title()
+    return [
+        f"{_NAMESPACE_ESPHOME}{component_upper}Component",  # e.g., esphome::OTAComponent
+        f"{_NAMESPACE_ESPHOME}ESPHome{component_upper}Component",  # e.g., esphome::ESPHomeOTAComponent
+        f"{_NAMESPACE_ESPHOME}{component_camel}Component",  # e.g., esphome::OtaComponent
+        f"{_NAMESPACE_ESPHOME}ESPHome{component_camel}Component",  # e.g., esphome::ESPHomeOtaComponent
+    ]
+
+
+def map_section_name(raw_section: str) -> str | None:
+    """Map raw section name to standard section.
+
+    Args:
+        raw_section: Raw section name from ELF file (e.g., ".iram0.text", ".rodata.str1.1")
+
+    Returns:
+        Standard section name (".text", ".rodata", ".data", ".bss") or None
+    """
+    for standard_section, patterns in SECTION_MAPPING.items():
+        if any(pattern in raw_section for pattern in patterns):
+            return standard_section
+    return None
+
+
+def parse_symbol_line(line: str) -> tuple[str, str, int, str] | None:
+    """Parse a single symbol line from objdump output.
+
+    Args:
+        line: Line from objdump -t output
+
+    Returns:
+        Tuple of (section, name, size, address) or None if not a valid symbol.
+        Format: address l/g w/d F/O section size name
+        Example: 40084870 l     F .iram0.text    00000000 _xt_user_exc
+    """
+    parts = line.split()
+    if len(parts) < 5:
+        return None
+
+    try:
+        # Validate and extract address
+        address = parts[0]
+        int(address, 16)
+    except ValueError:
+        return None
+
+    # Look for F (function) or O (object) flag
+    if "F" not in parts and "O" not in parts:
+        return None
+
+    # Find section, size, and name
+    for i, part in enumerate(parts):
+        if not part.startswith("."):
+            continue
+
+        section = map_section_name(part)
+        if not section:
+            break
+
+        # Need at least size field after section
+        if i + 1 >= len(parts):
+            break
+
+        try:
+            size = int(parts[i + 1], 16)
+        except ValueError:
+            break
+
+        # Need symbol name and non-zero size
+        if i + 2 >= len(parts) or size == 0:
+            break
+
+        name = " ".join(parts[i + 2 :])
+        return (section, name, size, address)
+
+    return None

esphome/components/sensor/__init__.py

@@ -251,6 +251,9 @@ MaxFilter = sensor_ns.class_("MaxFilter", Filter)
 SlidingWindowMovingAverageFilter = sensor_ns.class_(
     "SlidingWindowMovingAverageFilter", Filter
 )
+StreamingMinFilter = sensor_ns.class_("StreamingMinFilter", Filter)
+StreamingMaxFilter = sensor_ns.class_("StreamingMaxFilter", Filter)
+StreamingMovingAverageFilter = sensor_ns.class_("StreamingMovingAverageFilter", Filter)
 ExponentialMovingAverageFilter = sensor_ns.class_(
     "ExponentialMovingAverageFilter", Filter
 )
@@ -452,14 +455,21 @@ async def skip_initial_filter_to_code(config, filter_id):
     return cg.new_Pvariable(filter_id, config)
 
 
-@FILTER_REGISTRY.register("min", MinFilter, MIN_SCHEMA)
+@FILTER_REGISTRY.register("min", Filter, MIN_SCHEMA)
 async def min_filter_to_code(config, filter_id):
-    return cg.new_Pvariable(
-        filter_id,
-        config[CONF_WINDOW_SIZE],
-        config[CONF_SEND_EVERY],
-        config[CONF_SEND_FIRST_AT],
-    )
+    window_size: int = config[CONF_WINDOW_SIZE]
+    send_every: int = config[CONF_SEND_EVERY]
+    send_first_at: int = config[CONF_SEND_FIRST_AT]
+
+    # Optimization: Use streaming filter for batch windows (window_size == send_every)
+    # Saves 99.98% memory for large windows (e.g., 20KB → 4 bytes for window_size=5000)
+    if window_size == send_every:
+        # Use streaming filter - O(1) memory instead of O(n)
+        rhs = StreamingMinFilter.new(window_size, send_first_at)
+        return cg.Pvariable(filter_id, rhs, StreamingMinFilter)
+    # Use sliding window filter - maintains ring buffer
+    rhs = MinFilter.new(window_size, send_every, send_first_at)
+    return cg.Pvariable(filter_id, rhs, MinFilter)
 
 
 MAX_SCHEMA = cv.All(
@@ -474,14 +484,18 @@ MAX_SCHEMA = cv.All(
 )
 
 
-@FILTER_REGISTRY.register("max", MaxFilter, MAX_SCHEMA)
+@FILTER_REGISTRY.register("max", Filter, MAX_SCHEMA)
 async def max_filter_to_code(config, filter_id):
-    return cg.new_Pvariable(
-        filter_id,
-        config[CONF_WINDOW_SIZE],
-        config[CONF_SEND_EVERY],
-        config[CONF_SEND_FIRST_AT],
-    )
+    window_size: int = config[CONF_WINDOW_SIZE]
+    send_every: int = config[CONF_SEND_EVERY]
+    send_first_at: int = config[CONF_SEND_FIRST_AT]
+
+    # Optimization: Use streaming filter for batch windows (window_size == send_every)
+    if window_size == send_every:
+        rhs = StreamingMaxFilter.new(window_size, send_first_at)
+        return cg.Pvariable(filter_id, rhs, StreamingMaxFilter)
+    rhs = MaxFilter.new(window_size, send_every, send_first_at)
+    return cg.Pvariable(filter_id, rhs, MaxFilter)
 
 
 SLIDING_AVERAGE_SCHEMA = cv.All(
@@ -498,16 +512,20 @@ SLIDING_AVERAGE_SCHEMA = cv.All(
 
 @FILTER_REGISTRY.register(
     "sliding_window_moving_average",
-    SlidingWindowMovingAverageFilter,
+    Filter,
     SLIDING_AVERAGE_SCHEMA,
 )
 async def sliding_window_moving_average_filter_to_code(config, filter_id):
-    return cg.new_Pvariable(
-        filter_id,
-        config[CONF_WINDOW_SIZE],
-        config[CONF_SEND_EVERY],
-        config[CONF_SEND_FIRST_AT],
-    )
+    window_size: int = config[CONF_WINDOW_SIZE]
+    send_every: int = config[CONF_SEND_EVERY]
+    send_first_at: int = config[CONF_SEND_FIRST_AT]
+
+    # Optimization: Use streaming filter for batch windows (window_size == send_every)
+    if window_size == send_every:
+        rhs = StreamingMovingAverageFilter.new(window_size, send_first_at)
+        return cg.Pvariable(filter_id, rhs, StreamingMovingAverageFilter)
+    rhs = SlidingWindowMovingAverageFilter.new(window_size, send_every, send_first_at)
+    return cg.Pvariable(filter_id, rhs, SlidingWindowMovingAverageFilter)
 
 
 EXPONENTIAL_AVERAGE_SCHEMA = cv.All(

esphome/components/sensor/filter.cpp

@@ -32,50 +32,76 @@ void Filter::initialize(Sensor *parent, Filter *next) {
   this->next_ = next;
 }
 
-// MedianFilter
-MedianFilter::MedianFilter(size_t window_size, size_t send_every, size_t send_first_at)
-    : send_every_(send_every), send_at_(send_every - send_first_at), window_size_(window_size) {}
-void MedianFilter::set_send_every(size_t send_every) { this->send_every_ = send_every; }
-void MedianFilter::set_window_size(size_t window_size) { this->window_size_ = window_size; }
-optional<float> MedianFilter::new_value(float value) {
-  while (this->queue_.size() >= this->window_size_) {
-    this->queue_.pop_front();
-  }
-  this->queue_.push_back(value);
-  ESP_LOGVV(TAG, "MedianFilter(%p)::new_value(%f)", this, value);
+// SlidingWindowFilter
+SlidingWindowFilter::SlidingWindowFilter(size_t window_size, size_t send_every, size_t send_first_at)
+    : window_size_(window_size), send_every_(send_every), send_at_(send_every - send_first_at) {
+  // Allocate ring buffer once at initialization
+  this->window_.init(window_size);
+}
 
+optional<float> SlidingWindowFilter::new_value(float value) {
+  // Add value to ring buffer
+  if (this->window_count_ < this->window_size_) {
+    // Buffer not yet full - just append
+    this->window_.push_back(value);
+    this->window_count_++;
+  } else {
+    // Buffer full - overwrite oldest value (ring buffer)
+    this->window_[this->window_head_] = value;
+    this->window_head_++;
+    if (this->window_head_ >= this->window_size_) {
+      this->window_head_ = 0;
+    }
+  }
+
+  // Check if we should send a result
   if (++this->send_at_ >= this->send_every_) {
     this->send_at_ = 0;
-
-    float median = NAN;
-    if (!this->queue_.empty()) {
-      // Copy queue without NaN values
-      std::vector<float> median_queue;
-      median_queue.reserve(this->queue_.size());
-      for (auto v : this->queue_) {
-        if (!std::isnan(v)) {
-          median_queue.push_back(v);
-        }
-      }
-
-      sort(median_queue.begin(), median_queue.end());
-
-      size_t queue_size = median_queue.size();
-      if (queue_size) {
-        if (queue_size % 2) {
-          median = median_queue[queue_size / 2];
-        } else {
-          median = (median_queue[queue_size / 2] + median_queue[(queue_size / 2) - 1]) / 2.0f;
-        }
-      }
-    }
-
-    ESP_LOGVV(TAG, "MedianFilter(%p)::new_value(%f) SENDING %f", this, value, median);
-    return median;
+    float result = this->compute_result();
+    ESP_LOGVV(TAG, "SlidingWindowFilter(%p)::new_value(%f) SENDING %f", this, value, result);
+    return result;
   }
   return {};
 }
 
+// SortedWindowFilter
+FixedVector<float> SortedWindowFilter::get_window_values_() {
+  // Copy window without NaN values using FixedVector (no heap allocation)
+  // Returns unsorted values - caller will use std::nth_element for partial sorting as needed
+  FixedVector<float> values;
+  values.init(this->window_count_);
+  for (size_t i = 0; i < this->window_count_; i++) {
+    float v = this->window_[i];
+    if (!std::isnan(v)) {
+      values.push_back(v);
+    }
+  }
+  return values;
+}
+
+// MedianFilter
+float MedianFilter::compute_result() {
+  FixedVector<float> values = this->get_window_values_();
+  if (values.empty())
+    return NAN;
+
+  size_t size = values.size();
+  size_t mid = size / 2;
+
+  if (size % 2) {
+    // Odd number of elements - use nth_element to find middle element
+    std::nth_element(values.begin(), values.begin() + mid, values.end());
+    return values[mid];
+  }
+  // Even number of elements - need both middle elements
+  // Use nth_element to find upper middle element
+  std::nth_element(values.begin(), values.begin() + mid, values.end());
+  float upper = values[mid];
+  // Find the maximum of the lower half (which is now everything before mid)
+  float lower = *std::max_element(values.begin(), values.begin() + mid);
+  return (lower + upper) / 2.0f;
+}
+
 // SkipInitialFilter
 SkipInitialFilter::SkipInitialFilter(size_t num_to_ignore) : num_to_ignore_(num_to_ignore) {}
 optional<float> SkipInitialFilter::new_value(float value) {
@@ -91,136 +117,39 @@ optional<float> SkipInitialFilter::new_value(float value) {
 
 // QuantileFilter
 QuantileFilter::QuantileFilter(size_t window_size, size_t send_every, size_t send_first_at, float quantile)
-    : send_every_(send_every), send_at_(send_every - send_first_at), window_size_(window_size), quantile_(quantile) {}
-void QuantileFilter::set_send_every(size_t send_every) { this->send_every_ = send_every; }
-void QuantileFilter::set_window_size(size_t window_size) { this->window_size_ = window_size; }
-void QuantileFilter::set_quantile(float quantile) { this->quantile_ = quantile; }
-optional<float> QuantileFilter::new_value(float value) {
-  while (this->queue_.size() >= this->window_size_) {
-    this->queue_.pop_front();
-  }
-  this->queue_.push_back(value);
-  ESP_LOGVV(TAG, "QuantileFilter(%p)::new_value(%f), quantile:%f", this, value, this->quantile_);
+    : SortedWindowFilter(window_size, send_every, send_first_at), quantile_(quantile) {}
 
-  if (++this->send_at_ >= this->send_every_) {
-    this->send_at_ = 0;
+float QuantileFilter::compute_result() {
+  FixedVector<float> values = this->get_window_values_();
+  if (values.empty())
+    return NAN;
 
-    float result = NAN;
-    if (!this->queue_.empty()) {
-      // Copy queue without NaN values
-      std::vector<float> quantile_queue;
-      for (auto v : this->queue_) {
-        if (!std::isnan(v)) {
-          quantile_queue.push_back(v);
-        }
-      }
+  size_t position = ceilf(values.size() * this->quantile_) - 1;
+  ESP_LOGVV(TAG, "QuantileFilter(%p)::position: %zu/%zu", this, position + 1, values.size());
 
-      sort(quantile_queue.begin(), quantile_queue.end());
-
-      size_t queue_size = quantile_queue.size();
-      if (queue_size) {
-        size_t position = ceilf(queue_size * this->quantile_) - 1;
-        ESP_LOGVV(TAG, "QuantileFilter(%p)::position: %zu/%zu", this, position + 1, queue_size);
-        result = quantile_queue[position];
-      }
-    }
-
-    ESP_LOGVV(TAG, "QuantileFilter(%p)::new_value(%f) SENDING %f", this, value, result);
-    return result;
-  }
-  return {};
+  // Use nth_element to find the quantile element (O(n) instead of O(n log n))
+  std::nth_element(values.begin(), values.begin() + position, values.end());
+  return values[position];
 }
 
 // MinFilter
-MinFilter::MinFilter(size_t window_size, size_t send_every, size_t send_first_at)
-    : send_every_(send_every), send_at_(send_every - send_first_at), window_size_(window_size) {}
-void MinFilter::set_send_every(size_t send_every) { this->send_every_ = send_every; }
-void MinFilter::set_window_size(size_t window_size) { this->window_size_ = window_size; }
-optional<float> MinFilter::new_value(float value) {
-  while (this->queue_.size() >= this->window_size_) {
-    this->queue_.pop_front();
-  }
-  this->queue_.push_back(value);
-  ESP_LOGVV(TAG, "MinFilter(%p)::new_value(%f)", this, value);
-
-  if (++this->send_at_ >= this->send_every_) {
-    this->send_at_ = 0;
-
-    float min = NAN;
-    for (auto v : this->queue_) {
-      if (!std::isnan(v)) {
-        min = std::isnan(min) ? v : std::min(min, v);
-      }
-    }
-
-    ESP_LOGVV(TAG, "MinFilter(%p)::new_value(%f) SENDING %f", this, value, min);
-    return min;
-  }
-  return {};
-}
+float MinFilter::compute_result() { return this->find_extremum_<std::less<float>>(); }
 
 // MaxFilter
-MaxFilter::MaxFilter(size_t window_size, size_t send_every, size_t send_first_at)
-    : send_every_(send_every), send_at_(send_every - send_first_at), window_size_(window_size) {}
-void MaxFilter::set_send_every(size_t send_every) { this->send_every_ = send_every; }
-void MaxFilter::set_window_size(size_t window_size) { this->window_size_ = window_size; }
-optional<float> MaxFilter::new_value(float value) {
-  while (this->queue_.size() >= this->window_size_) {
-    this->queue_.pop_front();
-  }
-  this->queue_.push_back(value);
-  ESP_LOGVV(TAG, "MaxFilter(%p)::new_value(%f)", this, value);
-
-  if (++this->send_at_ >= this->send_every_) {
-    this->send_at_ = 0;
-
-    float max = NAN;
-    for (auto v : this->queue_) {
-      if (!std::isnan(v)) {
-        max = std::isnan(max) ? v : std::max(max, v);
-      }
-    }
-
-    ESP_LOGVV(TAG, "MaxFilter(%p)::new_value(%f) SENDING %f", this, value, max);
-    return max;
-  }
-  return {};
-}
+float MaxFilter::compute_result() { return this->find_extremum_<std::greater<float>>(); }
 
 // SlidingWindowMovingAverageFilter
-SlidingWindowMovingAverageFilter::SlidingWindowMovingAverageFilter(size_t window_size, size_t send_every,
-                                                                   size_t send_first_at)
-    : send_every_(send_every), send_at_(send_every - send_first_at), window_size_(window_size) {}
-void SlidingWindowMovingAverageFilter::set_send_every(size_t send_every) { this->send_every_ = send_every; }
-void SlidingWindowMovingAverageFilter::set_window_size(size_t window_size) { this->window_size_ = window_size; }
-optional<float> SlidingWindowMovingAverageFilter::new_value(float value) {
-  while (this->queue_.size() >= this->window_size_) {
-    this->queue_.pop_front();
-  }
-  this->queue_.push_back(value);
-  ESP_LOGVV(TAG, "SlidingWindowMovingAverageFilter(%p)::new_value(%f)", this, value);
-
-  if (++this->send_at_ >= this->send_every_) {
-    this->send_at_ = 0;
-
-    float sum = 0;
-    size_t valid_count = 0;
-    for (auto v : this->queue_) {
-      if (!std::isnan(v)) {
-        sum += v;
-        valid_count++;
-      }
+float SlidingWindowMovingAverageFilter::compute_result() {
+  float sum = 0;
+  size_t valid_count = 0;
+  for (size_t i = 0; i < this->window_count_; i++) {
+    float v = this->window_[i];
+    if (!std::isnan(v)) {
+      sum += v;
+      valid_count++;
     }
-
-    float average = NAN;
-    if (valid_count) {
-      average = sum / valid_count;
-    }
-
-    ESP_LOGVV(TAG, "SlidingWindowMovingAverageFilter(%p)::new_value(%f) SENDING %f", this, value, average);
-    return average;
   }
-  return {};
+  return valid_count ? sum / valid_count : NAN;
 }
 
 // ExponentialMovingAverageFilter
@@ -543,5 +472,78 @@ optional<float> ToNTCTemperatureFilter::new_value(float value) {
   return temp;
 }
 
+// StreamingFilter (base class)
+StreamingFilter::StreamingFilter(size_t window_size, size_t send_first_at)
+    : window_size_(window_size), send_first_at_(send_first_at) {}
+
+optional<float> StreamingFilter::new_value(float value) {
+  // Process the value (child class tracks min/max/sum/etc)
+  this->process_value(value);
+
+  this->count_++;
+
+  // Check if we should send (handle send_first_at for first value)
+  bool should_send = false;
+  if (this->first_send_ && this->count_ >= this->send_first_at_) {
+    should_send = true;
+    this->first_send_ = false;
+  } else if (!this->first_send_ && this->count_ >= this->window_size_) {
+    should_send = true;
+  }
+
+  if (should_send) {
+    float result = this->compute_batch_result();
+    // Reset for next batch
+    this->count_ = 0;
+    this->reset_batch();
+    ESP_LOGVV(TAG, "StreamingFilter(%p)::new_value(%f) SENDING %f", this, value, result);
+    return result;
+  }
+
+  return {};
+}
+
+// StreamingMinFilter
+void StreamingMinFilter::process_value(float value) {
+  // Update running minimum (ignore NaN values)
+  if (!std::isnan(value)) {
+    this->current_min_ = std::isnan(this->current_min_) ? value : std::min(this->current_min_, value);
+  }
+}
+
+float StreamingMinFilter::compute_batch_result() { return this->current_min_; }
+
+void StreamingMinFilter::reset_batch() { this->current_min_ = NAN; }
+
+// StreamingMaxFilter
+void StreamingMaxFilter::process_value(float value) {
+  // Update running maximum (ignore NaN values)
+  if (!std::isnan(value)) {
+    this->current_max_ = std::isnan(this->current_max_) ? value : std::max(this->current_max_, value);
+  }
+}
+
+float StreamingMaxFilter::compute_batch_result() { return this->current_max_; }
+
+void StreamingMaxFilter::reset_batch() { this->current_max_ = NAN; }
+
+// StreamingMovingAverageFilter
+void StreamingMovingAverageFilter::process_value(float value) {
+  // Accumulate sum (ignore NaN values)
+  if (!std::isnan(value)) {
+    this->sum_ += value;
+    this->valid_count_++;
+  }
+}
+
+float StreamingMovingAverageFilter::compute_batch_result() {
+  return this->valid_count_ > 0 ? this->sum_ / this->valid_count_ : NAN;
+}
+
+void StreamingMovingAverageFilter::reset_batch() {
+  this->sum_ = 0.0f;
+  this->valid_count_ = 0;
+}
+
 }  // namespace sensor
 }  // namespace esphome

esphome/components/sensor/filter.h

@@ -44,11 +44,75 @@ class Filter {
   Sensor *parent_{nullptr};
 };
 
+/** Base class for filters that use a sliding window of values.
+ *
+ * Uses a ring buffer to efficiently maintain a fixed-size sliding window without
+ * reallocations or pop_front() overhead. Eliminates deque fragmentation issues.
+ */
+class SlidingWindowFilter : public Filter {
+ public:
+  SlidingWindowFilter(size_t window_size, size_t send_every, size_t send_first_at);
+
+  optional<float> new_value(float value) final;
+
+ protected:
+  /// Called by new_value() to compute the filtered result from the current window
+  virtual float compute_result() = 0;
+
+  /// Access the sliding window values (ring buffer implementation)
+  /// Use: for (size_t i = 0; i < window_count_; i++) { float val = window_[i]; }
+  FixedVector<float> window_;
+  size_t window_head_{0};   ///< Index where next value will be written
+  size_t window_count_{0};  ///< Number of valid values in window (0 to window_size_)
+  size_t window_size_;      ///< Maximum window size
+  size_t send_every_;       ///< Send result every N values
+  size_t send_at_;          ///< Counter for send_every
+};
+
+/** Base class for Min/Max filters.
+ *
+ * Provides a templated helper to find extremum values efficiently.
+ */
+class MinMaxFilter : public SlidingWindowFilter {
+ public:
+  using SlidingWindowFilter::SlidingWindowFilter;
+
+ protected:
+  /// Helper to find min or max value in window, skipping NaN values
+  /// Usage: find_extremum_<std::less<float>>() for min, find_extremum_<std::greater<float>>() for max
+  template<typename Compare> float find_extremum_() {
+    float result = NAN;
+    Compare comp;
+    for (size_t i = 0; i < this->window_count_; i++) {
+      float v = this->window_[i];
+      if (!std::isnan(v)) {
+        result = std::isnan(result) ? v : (comp(v, result) ? v : result);
+      }
+    }
+    return result;
+  }
+};
+
+/** Base class for filters that need a sorted window (Median, Quantile).
+ *
+ * Extends SlidingWindowFilter to provide a helper that filters out NaN values.
+ * Derived classes use std::nth_element for efficient partial sorting.
+ */
+class SortedWindowFilter : public SlidingWindowFilter {
+ public:
+  using SlidingWindowFilter::SlidingWindowFilter;
+
+ protected:
+  /// Helper to get non-NaN values from the window (not sorted - caller will use nth_element)
+  /// Returns empty FixedVector if all values are NaN
+  FixedVector<float> get_window_values_();
+};
+
 /** Simple quantile filter.
  *
- * Takes the quantile of the last <send_every> values and pushes it out every <send_every>.
+ * Takes the quantile of the last <window_size> values and pushes it out every <send_every>.
  */
-class QuantileFilter : public Filter {
+class QuantileFilter : public SortedWindowFilter {
  public:
   /** Construct a QuantileFilter.
    *
@@ -61,25 +125,18 @@ class QuantileFilter : public Filter {
    */
   explicit QuantileFilter(size_t window_size, size_t send_every, size_t send_first_at, float quantile);
 
-  optional<float> new_value(float value) override;
-
-  void set_send_every(size_t send_every);
-  void set_window_size(size_t window_size);
-  void set_quantile(float quantile);
+  void set_quantile(float quantile) { this->quantile_ = quantile; }
 
  protected:
-  std::deque<float> queue_;
-  size_t send_every_;
-  size_t send_at_;
-  size_t window_size_;
+  float compute_result() override;
   float quantile_;
 };
 
 /** Simple median filter.
  *
- * Takes the median of the last <send_every> values and pushes it out every <send_every>.
+ * Takes the median of the last <window_size> values and pushes it out every <send_every>.
  */
-class MedianFilter : public Filter {
+class MedianFilter : public SortedWindowFilter {
  public:
   /** Construct a MedianFilter.
    *
@@ -89,18 +146,10 @@ class MedianFilter : public Filter {
    *   on startup being published on the first *raw* value, so with no filter applied. Must be less than or equal to
    *   send_every.
    */
-  explicit MedianFilter(size_t window_size, size_t send_every, size_t send_first_at);
-
-  optional<float> new_value(float value) override;
-
-  void set_send_every(size_t send_every);
-  void set_window_size(size_t window_size);
+  using SortedWindowFilter::SortedWindowFilter;
 
  protected:
-  std::deque<float> queue_;
-  size_t send_every_;
-  size_t send_at_;
-  size_t window_size_;
+  float compute_result() override;
 };
 
 /** Simple skip filter.
@@ -123,9 +172,9 @@ class SkipInitialFilter : public Filter {
 
 /** Simple min filter.
  *
- * Takes the min of the last <send_every> values and pushes it out every <send_every>.
+ * Takes the min of the last <window_size> values and pushes it out every <send_every>.
  */
-class MinFilter : public Filter {
+class MinFilter : public MinMaxFilter {
  public:
   /** Construct a MinFilter.
    *
@@ -135,25 +184,17 @@ class MinFilter : public Filter {
    *   on startup being published on the first *raw* value, so with no filter applied. Must be less than or equal to
    *   send_every.
    */
-  explicit MinFilter(size_t window_size, size_t send_every, size_t send_first_at);
-
-  optional<float> new_value(float value) override;
-
-  void set_send_every(size_t send_every);
-  void set_window_size(size_t window_size);
+  using MinMaxFilter::MinMaxFilter;
 
  protected:
-  std::deque<float> queue_;
-  size_t send_every_;
-  size_t send_at_;
-  size_t window_size_;
+  float compute_result() override;
 };
 
 /** Simple max filter.
  *
- * Takes the max of the last <send_every> values and pushes it out every <send_every>.
+ * Takes the max of the last <window_size> values and pushes it out every <send_every>.
  */
-class MaxFilter : public Filter {
+class MaxFilter : public MinMaxFilter {
  public:
   /** Construct a MaxFilter.
    *
@@ -163,18 +204,10 @@ class MaxFilter : public Filter {
    *   on startup being published on the first *raw* value, so with no filter applied. Must be less than or equal to
    *   send_every.
    */
-  explicit MaxFilter(size_t window_size, size_t send_every, size_t send_first_at);
-
-  optional<float> new_value(float value) override;
-
-  void set_send_every(size_t send_every);
-  void set_window_size(size_t window_size);
+  using MinMaxFilter::MinMaxFilter;
 
  protected:
-  std::deque<float> queue_;
-  size_t send_every_;
-  size_t send_at_;
-  size_t window_size_;
+  float compute_result() override;
 };
 
 /** Simple sliding window moving average filter.
@@ -182,7 +215,7 @@ class MaxFilter : public Filter {
  * Essentially just takes takes the average of the last window_size values and pushes them out
  * every send_every.
  */
-class SlidingWindowMovingAverageFilter : public Filter {
+class SlidingWindowMovingAverageFilter : public SlidingWindowFilter {
  public:
   /** Construct a SlidingWindowMovingAverageFilter.
    *
@@ -192,18 +225,10 @@ class SlidingWindowMovingAverageFilter : public Filter {
    *   on startup being published on the first *raw* value, so with no filter applied. Must be less than or equal to
    *   send_every.
    */
-  explicit SlidingWindowMovingAverageFilter(size_t window_size, size_t send_every, size_t send_first_at);
-
-  optional<float> new_value(float value) override;
-
-  void set_send_every(size_t send_every);
-  void set_window_size(size_t window_size);
+  using SlidingWindowFilter::SlidingWindowFilter;
 
  protected:
-  std::deque<float> queue_;
-  size_t send_every_;
-  size_t send_at_;
-  size_t window_size_;
+  float compute_result() override;
 };
 
 /** Simple exponential moving average filter.
@@ -476,5 +501,81 @@ class ToNTCTemperatureFilter : public Filter {
   double c_;
 };
 
+/** Base class for streaming filters (batch windows where window_size == send_every).
+ *
+ * When window_size equals send_every, we don't need a sliding window.
+ * This base class handles the common batching logic.
+ */
+class StreamingFilter : public Filter {
+ public:
+  StreamingFilter(size_t window_size, size_t send_first_at);
+
+  optional<float> new_value(float value) final;
+
+ protected:
+  /// Called by new_value() to process each value in the batch
+  virtual void process_value(float value) = 0;
+
+  /// Called by new_value() to compute the result after collecting window_size values
+  virtual float compute_batch_result() = 0;
+
+  /// Called by new_value() to reset internal state after sending a result
+  virtual void reset_batch() = 0;
+
+  size_t window_size_;
+  size_t count_{0};
+  size_t send_first_at_;
+  bool first_send_{true};
+};
+
+/** Streaming min filter for batch windows (window_size == send_every).
+ *
+ * Uses O(1) memory instead of O(n) by tracking only the minimum value.
+ */
+class StreamingMinFilter : public StreamingFilter {
+ public:
+  using StreamingFilter::StreamingFilter;
+
+ protected:
+  void process_value(float value) override;
+  float compute_batch_result() override;
+  void reset_batch() override;
+
+  float current_min_{NAN};
+};
+
+/** Streaming max filter for batch windows (window_size == send_every).
+ *
+ * Uses O(1) memory instead of O(n) by tracking only the maximum value.
+ */
+class StreamingMaxFilter : public StreamingFilter {
+ public:
+  using StreamingFilter::StreamingFilter;
+
+ protected:
+  void process_value(float value) override;
+  float compute_batch_result() override;
+  void reset_batch() override;
+
+  float current_max_{NAN};
+};
+
+/** Streaming moving average filter for batch windows (window_size == send_every).
+ *
+ * Uses O(1) memory instead of O(n) by tracking only sum and count.
+ */
+class StreamingMovingAverageFilter : public StreamingFilter {
+ public:
+  using StreamingFilter::StreamingFilter;
+
+ protected:
+  void process_value(float value) override;
+  float compute_batch_result() override;
+  void reset_batch() override;
+
+  float sum_{0.0f};
+  size_t valid_count_{0};
+};
+
 }  // namespace sensor
 }  // namespace esphome

esphome/platformio_api.py

@@ -374,3 +374,23 @@ class IDEData:
             return f"{self.cc_path[:-7]}addr2line.exe"
 
         return f"{self.cc_path[:-3]}addr2line"
+
+    @property
+    def objdump_path(self) -> str:
+        # replace gcc at end with objdump
+        path = self.cc_path
+        return (
+            f"{path[:-7]}objdump.exe"
+            if path.endswith(".exe")
+            else f"{path[:-3]}objdump"
+        )
+
+    @property
+    def readelf_path(self) -> str:
+        # replace gcc at end with readelf
+        path = self.cc_path
+        return (
+            f"{path[:-7]}readelf.exe"
+            if path.endswith(".exe")
+            else f"{path[:-3]}readelf"
+        )

script/analyze_component_buses.py

@@ -34,6 +34,8 @@ from typing import Any
 # Add esphome to path
 sys.path.insert(0, str(Path(__file__).parent.parent))
 
+from helpers import BASE_BUS_COMPONENTS
+
 from esphome import yaml_util
 from esphome.config_helpers import Extend, Remove
 
@@ -67,18 +69,6 @@ NO_BUSES_SIGNATURE = "no_buses"
 # Isolated components have unique signatures and cannot be merged with others
 ISOLATED_SIGNATURE_PREFIX = "isolated_"
 
-# Base bus components - these ARE the bus implementations and should not
-# be flagged as needing migration since they are the platform/base components
-BASE_BUS_COMPONENTS = {
-    "i2c",
-    "spi",
-    "uart",
-    "modbus",
-    "canbus",
-    "remote_transmitter",
-    "remote_receiver",
-}
-
 # Components that must be tested in isolation (not grouped or batched with others)
 # These have known build issues that prevent grouping
 # NOTE: This should be kept in sync with both test_build_components and split_components_for_ci.py

script/ci_helpers.py

@@ -0,0 +1,23 @@
+"""Common helper functions for CI scripts."""
+
+from __future__ import annotations
+
+import os
+
+
+def write_github_output(outputs: dict[str, str | int]) -> None:
+    """Write multiple outputs to GITHUB_OUTPUT or stdout.
+
+    When running in GitHub Actions, writes to the GITHUB_OUTPUT file.
+    When running locally, writes to stdout for debugging.
+
+    Args:
+        outputs: Dictionary of key-value pairs to write
+    """
+    github_output = os.environ.get("GITHUB_OUTPUT")
+    if github_output:
+        with open(github_output, "a", encoding="utf-8") as f:
+            f.writelines(f"{key}={value}\n" for key, value in outputs.items())
+    else:
+        for key, value in outputs.items():
+            print(f"{key}={value}")

script/ci_memory_impact_comment.py

@@ -0,0 +1,570 @@
+#!/usr/bin/env python3
+"""Post or update a PR comment with memory impact analysis results.
+
+This script creates or updates a GitHub PR comment with memory usage changes.
+It uses the GitHub CLI (gh) to manage comments and maintains a single comment
+that gets updated on subsequent runs.
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+from pathlib import Path
+import subprocess
+import sys
+
+from jinja2 import Environment, FileSystemLoader
+
+# Add esphome to path for analyze_memory import
+sys.path.insert(0, str(Path(__file__).parent.parent))
+
+# pylint: disable=wrong-import-position
+
+# Comment marker to identify our memory impact comments
+COMMENT_MARKER = "<!-- esphome-memory-impact-analysis -->"
+
+# Thresholds for emoji significance indicators (percentage)
+OVERALL_CHANGE_THRESHOLD = 1.0  # Overall RAM/Flash changes
+COMPONENT_CHANGE_THRESHOLD = 3.0  # Component breakdown changes
+
+# Display limits for tables
+MAX_COMPONENT_BREAKDOWN_ROWS = 20  # Maximum components to show in breakdown table
+MAX_CHANGED_SYMBOLS_ROWS = 30  # Maximum changed symbols to show
+MAX_NEW_SYMBOLS_ROWS = 15  # Maximum new symbols to show
+MAX_REMOVED_SYMBOLS_ROWS = 15  # Maximum removed symbols to show
+
+# Symbol display formatting
+SYMBOL_DISPLAY_MAX_LENGTH = 100  # Max length before using <details> tag
+SYMBOL_DISPLAY_TRUNCATE_LENGTH = 97  # Length to truncate in summary
+
+# Component change noise threshold
+COMPONENT_CHANGE_NOISE_THRESHOLD = 2  # Ignore component changes ≤ this many bytes
+
+# Template directory
+TEMPLATE_DIR = Path(__file__).parent / "templates"
+
+
+def load_analysis_json(json_path: str) -> dict | None:
+    """Load memory analysis results from JSON file.
+
+    Args:
+        json_path: Path to analysis JSON file
+
+    Returns:
+        Dictionary with analysis results or None if file doesn't exist/can't be loaded
+    """
+    json_file = Path(json_path)
+    if not json_file.exists():
+        print(f"Analysis JSON not found: {json_path}", file=sys.stderr)
+        return None
+
+    try:
+        with open(json_file, encoding="utf-8") as f:
+            return json.load(f)
+    except (json.JSONDecodeError, OSError) as e:
+        print(f"Failed to load analysis JSON: {e}", file=sys.stderr)
+        return None
+
+
+def format_bytes(bytes_value: int) -> str:
+    """Format bytes value with comma separators.
+
+    Args:
+        bytes_value: Number of bytes
+
+    Returns:
+        Formatted string with comma separators (e.g., "1,234 bytes")
+    """
+    return f"{bytes_value:,} bytes"
+
+
+def format_change(before: int, after: int, threshold: float | None = None) -> str:
+    """Format memory change with delta and percentage.
+
+    Args:
+        before: Memory usage before change (in bytes)
+        after: Memory usage after change (in bytes)
+        threshold: Optional percentage threshold for "significant" change.
+                   If provided, adds supplemental emoji (🎉/🚨/🔸/✅) to chart icons.
+                   If None, only shows chart icons (📈/📉/➡️).
+
+    Returns:
+        Formatted string with delta and percentage
+    """
+    delta = after - before
+    percentage = 0.0 if before == 0 else (delta / before) * 100
+
+    # Always use chart icons to show direction
+    if delta > 0:
+        delta_str = f"+{delta:,} bytes"
+        trend_icon = "📈"
+        # Add supplemental emoji based on threshold if provided
+        if threshold is not None:
+            significance = "🚨" if abs(percentage) > threshold else "🔸"
+            emoji = f"{trend_icon} {significance}"
+        else:
+            emoji = trend_icon
+    elif delta < 0:
+        delta_str = f"{delta:,} bytes"
+        trend_icon = "📉"
+        # Add supplemental emoji based on threshold if provided
+        if threshold is not None:
+            significance = "🎉" if abs(percentage) > threshold else "✅"
+            emoji = f"{trend_icon} {significance}"
+        else:
+            emoji = trend_icon
+    else:
+        delta_str = "+0 bytes"
+        emoji = "➡️"
+
+    # Format percentage with sign
+    if percentage > 0:
+        pct_str = f"+{percentage:.2f}%"
+    elif percentage < 0:
+        pct_str = f"{percentage:.2f}%"
+    else:
+        pct_str = "0.00%"
+
+    return f"{emoji} {delta_str} ({pct_str})"
+
+
+def prepare_symbol_changes_data(
+    target_symbols: dict | None, pr_symbols: dict | None
+) -> dict | None:
+    """Prepare symbol changes data for template rendering.
+
+    Args:
+        target_symbols: Symbol name to size mapping for target branch
+        pr_symbols: Symbol name to size mapping for PR branch
+
+    Returns:
+        Dictionary with changed, new, and removed symbols, or None if no changes
+    """
+    if not target_symbols or not pr_symbols:
+        return None
+
+    # Find all symbols that exist in both branches or only in one
+    all_symbols = set(target_symbols.keys()) | set(pr_symbols.keys())
+
+    # Track changes
+    changed_symbols: list[
+        tuple[str, int, int, int]
+    ] = []  # (symbol, target_size, pr_size, delta)
+    new_symbols: list[tuple[str, int]] = []  # (symbol, size)
+    removed_symbols: list[tuple[str, int]] = []  # (symbol, size)
+
+    for symbol in all_symbols:
+        target_size = target_symbols.get(symbol, 0)
+        pr_size = pr_symbols.get(symbol, 0)
+
+        if target_size == 0 and pr_size > 0:
+            # New symbol
+            new_symbols.append((symbol, pr_size))
+        elif target_size > 0 and pr_size == 0:
+            # Removed symbol
+            removed_symbols.append((symbol, target_size))
+        elif target_size != pr_size:
+            # Changed symbol
+            delta = pr_size - target_size
+            changed_symbols.append((symbol, target_size, pr_size, delta))
+
+    if not changed_symbols and not new_symbols and not removed_symbols:
+        return None
+
+    # Sort by size/delta
+    changed_symbols.sort(key=lambda x: abs(x[3]), reverse=True)
+    new_symbols.sort(key=lambda x: x[1], reverse=True)
+    removed_symbols.sort(key=lambda x: x[1], reverse=True)
+
+    return {
+        "changed_symbols": changed_symbols,
+        "new_symbols": new_symbols,
+        "removed_symbols": removed_symbols,
+    }
+
+
+def prepare_component_breakdown_data(
+    target_analysis: dict | None, pr_analysis: dict | None
+) -> list[tuple[str, int, int, int]] | None:
+    """Prepare component breakdown data for template rendering.
+
+    Args:
+        target_analysis: Component memory breakdown for target branch
+        pr_analysis: Component memory breakdown for PR branch
+
+    Returns:
+        List of tuples (component, target_flash, pr_flash, delta), or None if no changes
+    """
+    if not target_analysis or not pr_analysis:
+        return None
+
+    # Combine all components from both analyses
+    all_components = set(target_analysis.keys()) | set(pr_analysis.keys())
+
+    # Filter to components that have changed (ignoring noise)
+    changed_components: list[
+        tuple[str, int, int, int]
+    ] = []  # (comp, target_flash, pr_flash, delta)
+    for comp in all_components:
+        target_mem = target_analysis.get(comp, {})
+        pr_mem = pr_analysis.get(comp, {})
+
+        target_flash = target_mem.get("flash_total", 0)
+        pr_flash = pr_mem.get("flash_total", 0)
+
+        # Only include if component has meaningful change (above noise threshold)
+        delta = pr_flash - target_flash
+        if abs(delta) > COMPONENT_CHANGE_NOISE_THRESHOLD:
+            changed_components.append((comp, target_flash, pr_flash, delta))
+
+    if not changed_components:
+        return None
+
+    # Sort by absolute delta (largest changes first)
+    changed_components.sort(key=lambda x: abs(x[3]), reverse=True)
+
+    return changed_components
+
+
+def create_comment_body(
+    components: list[str],
+    platform: str,
+    target_ram: int,
+    target_flash: int,
+    pr_ram: int,
+    pr_flash: int,
+    target_analysis: dict | None = None,
+    pr_analysis: dict | None = None,
+    target_symbols: dict | None = None,
+    pr_symbols: dict | None = None,
+    target_cache_hit: bool = False,
+) -> str:
+    """Create the comment body with memory impact analysis using Jinja2 templates.
+
+    Args:
+        components: List of component names (merged config)
+        platform: Platform name
+        target_ram: RAM usage in target branch
+        target_flash: Flash usage in target branch
+        pr_ram: RAM usage in PR branch
+        pr_flash: Flash usage in PR branch
+        target_analysis: Optional component breakdown for target branch
+        pr_analysis: Optional component breakdown for PR branch
+        target_symbols: Optional symbol map for target branch
+        pr_symbols: Optional symbol map for PR branch
+        target_cache_hit: Whether target branch analysis was loaded from cache
+
+    Returns:
+        Formatted comment body
+    """
+    # Set up Jinja2 environment
+    env = Environment(
+        loader=FileSystemLoader(TEMPLATE_DIR),
+        trim_blocks=True,
+        lstrip_blocks=True,
+    )
+
+    # Register custom filters
+    env.filters["format_bytes"] = format_bytes
+    env.filters["format_change"] = format_change
+
+    # Prepare template context
+    context = {
+        "comment_marker": COMMENT_MARKER,
+        "platform": platform,
+        "target_ram": format_bytes(target_ram),
+        "pr_ram": format_bytes(pr_ram),
+        "target_flash": format_bytes(target_flash),
+        "pr_flash": format_bytes(pr_flash),
+        "ram_change": format_change(
+            target_ram, pr_ram, threshold=OVERALL_CHANGE_THRESHOLD
+        ),
+        "flash_change": format_change(
+            target_flash, pr_flash, threshold=OVERALL_CHANGE_THRESHOLD
+        ),
+        "target_cache_hit": target_cache_hit,
+        "component_change_threshold": COMPONENT_CHANGE_THRESHOLD,
+    }
+
+    # Format components list
+    if len(components) == 1:
+        context["components_str"] = f"`{components[0]}`"
+        context["config_note"] = "a representative test configuration"
+    else:
+        context["components_str"] = ", ".join(f"`{c}`" for c in sorted(components))
+        context["config_note"] = (
+            f"a merged configuration with {len(components)} components"
+        )
+
+    # Prepare component breakdown if available
+    component_breakdown = ""
+    if target_analysis and pr_analysis:
+        changed_components = prepare_component_breakdown_data(
+            target_analysis, pr_analysis
+        )
+        if changed_components:
+            template = env.get_template("ci_memory_impact_component_breakdown.j2")
+            component_breakdown = template.render(
+                changed_components=changed_components,
+                format_bytes=format_bytes,
+                format_change=format_change,
+                component_change_threshold=COMPONENT_CHANGE_THRESHOLD,
+                max_rows=MAX_COMPONENT_BREAKDOWN_ROWS,
+            )
+
+    # Prepare symbol changes if available
+    symbol_changes = ""
+    if target_symbols and pr_symbols:
+        symbol_data = prepare_symbol_changes_data(target_symbols, pr_symbols)
+        if symbol_data:
+            template = env.get_template("ci_memory_impact_symbol_changes.j2")
+            symbol_changes = template.render(
+                **symbol_data,
+                format_bytes=format_bytes,
+                format_change=format_change,
+                max_changed_rows=MAX_CHANGED_SYMBOLS_ROWS,
+                max_new_rows=MAX_NEW_SYMBOLS_ROWS,
+                max_removed_rows=MAX_REMOVED_SYMBOLS_ROWS,
+                symbol_max_length=SYMBOL_DISPLAY_MAX_LENGTH,
+                symbol_truncate_length=SYMBOL_DISPLAY_TRUNCATE_LENGTH,
+            )
+
+    if not target_analysis or not pr_analysis:
+        print("No ELF files provided, skipping detailed analysis", file=sys.stderr)
+
+    context["component_breakdown"] = component_breakdown
+    context["symbol_changes"] = symbol_changes
+
+    # Render main template
+    template = env.get_template("ci_memory_impact_comment_template.j2")
+    return template.render(**context)
+
+
+def find_existing_comment(pr_number: str) -> str | None:
+    """Find existing memory impact comment on the PR.
+
+    Args:
+        pr_number: PR number
+
+    Returns:
+        Comment numeric ID if found, None otherwise
+
+    Raises:
+        subprocess.CalledProcessError: If gh command fails
+    """
+    print(f"DEBUG: Looking for existing comment on PR #{pr_number}", file=sys.stderr)
+
+    # Use gh api to get comments directly - this returns the numeric id field
+    result = subprocess.run(
+        [
+            "gh",
+            "api",
+            f"/repos/{{owner}}/{{repo}}/issues/{pr_number}/comments",
+            "--jq",
+            ".[] | {id, body}",
+        ],
+        capture_output=True,
+        text=True,
+        check=True,
+    )
+
+    print(
+        f"DEBUG: gh api comments output (first 500 chars):\n{result.stdout[:500]}",
+        file=sys.stderr,
+    )
+
+    # Parse comments and look for our marker
+    comment_count = 0
+    for line in result.stdout.strip().split("\n"):
+        if not line:
+            continue
+
+        try:
+            comment = json.loads(line)
+            comment_count += 1
+            comment_id = comment.get("id")
+            print(
+                f"DEBUG: Checking comment {comment_count}: id={comment_id}",
+                file=sys.stderr,
+            )
+
+            body = comment.get("body", "")
+            if COMMENT_MARKER in body:
+                print(
+                    f"DEBUG: Found existing comment with id={comment_id}",
+                    file=sys.stderr,
+                )
+                # Return the numeric id
+                return str(comment_id)
+            print("DEBUG: Comment does not contain marker", file=sys.stderr)
+        except json.JSONDecodeError as e:
+            print(f"DEBUG: JSON decode error: {e}", file=sys.stderr)
+            continue
+
+    print(
+        f"DEBUG: No existing comment found (checked {comment_count} comments)",
+        file=sys.stderr,
+    )
+    return None
+
+
+def update_existing_comment(comment_id: str, comment_body: str) -> None:
+    """Update an existing comment.
+
+    Args:
+        comment_id: Comment ID to update
+        comment_body: New comment body text
+
+    Raises:
+        subprocess.CalledProcessError: If gh command fails
+    """
+    print(f"DEBUG: Updating existing comment {comment_id}", file=sys.stderr)
+    result = subprocess.run(
+        [
+            "gh",
+            "api",
+            f"/repos/{{owner}}/{{repo}}/issues/comments/{comment_id}",
+            "-X",
+            "PATCH",
+            "-f",
+            f"body={comment_body}",
+        ],
+        check=True,
+        capture_output=True,
+        text=True,
+    )
+    print(f"DEBUG: Update response: {result.stdout}", file=sys.stderr)
+
+
+def create_new_comment(pr_number: str, comment_body: str) -> None:
+    """Create a new PR comment.
+
+    Args:
+        pr_number: PR number
+        comment_body: Comment body text
+
+    Raises:
+        subprocess.CalledProcessError: If gh command fails
+    """
+    print(f"DEBUG: Posting new comment on PR #{pr_number}", file=sys.stderr)
+    result = subprocess.run(
+        ["gh", "pr", "comment", pr_number, "--body", comment_body],
+        check=True,
+        capture_output=True,
+        text=True,
+    )
+    print(f"DEBUG: Post response: {result.stdout}", file=sys.stderr)
+
+
+def post_or_update_comment(pr_number: str, comment_body: str) -> None:
+    """Post a new comment or update existing one.
+
+    Args:
+        pr_number: PR number
+        comment_body: Comment body text
+
+    Raises:
+        subprocess.CalledProcessError: If gh command fails
+    """
+    # Look for existing comment
+    existing_comment_id = find_existing_comment(pr_number)
+
+    if existing_comment_id and existing_comment_id != "None":
+        update_existing_comment(existing_comment_id, comment_body)
+    else:
+        create_new_comment(pr_number, comment_body)
+
+    print("Comment posted/updated successfully", file=sys.stderr)
+
+
+def main() -> int:
+    """Main entry point."""
+    parser = argparse.ArgumentParser(
+        description="Post or update PR comment with memory impact analysis"
+    )
+    parser.add_argument("--pr-number", required=True, help="PR number")
+    parser.add_argument(
+        "--components",
+        required=True,
+        help='JSON array of component names (e.g., \'["api", "wifi"]\')',
+    )
+    parser.add_argument("--platform", required=True, help="Platform name")
+    parser.add_argument(
+        "--target-ram", type=int, required=True, help="Target branch RAM usage"
+    )
+    parser.add_argument(
+        "--target-flash", type=int, required=True, help="Target branch flash usage"
+    )
+    parser.add_argument("--pr-ram", type=int, required=True, help="PR branch RAM usage")
+    parser.add_argument(
+        "--pr-flash", type=int, required=True, help="PR branch flash usage"
+    )
+    parser.add_argument(
+        "--target-json",
+        help="Optional path to target branch analysis JSON (for detailed analysis)",
+    )
+    parser.add_argument(
+        "--pr-json",
+        help="Optional path to PR branch analysis JSON (for detailed analysis)",
+    )
+    parser.add_argument(
+        "--target-cache-hit",
+        action="store_true",
+        help="Indicates that target branch analysis was loaded from cache",
+    )
+
+    args = parser.parse_args()
+
+    # Parse components from JSON
+    try:
+        components = json.loads(args.components)
+        if not isinstance(components, list):
+            print("Error: --components must be a JSON array", file=sys.stderr)
+            sys.exit(1)
+    except json.JSONDecodeError as e:
+        print(f"Error parsing --components JSON: {e}", file=sys.stderr)
+        sys.exit(1)
+
+    # Load analysis JSON files
+    target_analysis = None
+    pr_analysis = None
+    target_symbols = None
+    pr_symbols = None
+
+    if args.target_json:
+        target_data = load_analysis_json(args.target_json)
+        if target_data and target_data.get("detailed_analysis"):
+            target_analysis = target_data["detailed_analysis"].get("components")
+            target_symbols = target_data["detailed_analysis"].get("symbols")
+
+    if args.pr_json:
+        pr_data = load_analysis_json(args.pr_json)
+        if pr_data and pr_data.get("detailed_analysis"):
+            pr_analysis = pr_data["detailed_analysis"].get("components")
+            pr_symbols = pr_data["detailed_analysis"].get("symbols")
+
+    # Create comment body
+    # Note: Memory totals (RAM/Flash) are summed across all builds if multiple were run.
+    comment_body = create_comment_body(
+        components=components,
+        platform=args.platform,
+        target_ram=args.target_ram,
+        target_flash=args.target_flash,
+        pr_ram=args.pr_ram,
+        pr_flash=args.pr_flash,
+        target_analysis=target_analysis,
+        pr_analysis=pr_analysis,
+        target_symbols=target_symbols,
+        pr_symbols=pr_symbols,
+        target_cache_hit=args.target_cache_hit,
+    )
+
+    # Post or update comment
+    post_or_update_comment(args.pr_number, comment_body)
+
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

script/ci_memory_impact_extract.py

@@ -0,0 +1,281 @@
+#!/usr/bin/env python3
+"""Extract memory usage statistics from ESPHome build output.
+
+This script parses the PlatformIO build output to extract RAM and flash
+usage statistics for a compiled component. It's used by the CI workflow to
+compare memory usage between branches.
+
+The script reads compile output from stdin and looks for the standard
+PlatformIO output format:
+    RAM:   [====      ]  36.1% (used 29548 bytes from 81920 bytes)
+    Flash: [===       ]  34.0% (used 348511 bytes from 1023984 bytes)
+
+Optionally performs detailed memory analysis if a build directory is provided.
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+from pathlib import Path
+import re
+import sys
+
+# Add esphome to path
+sys.path.insert(0, str(Path(__file__).parent.parent))
+
+# pylint: disable=wrong-import-position
+from esphome.analyze_memory import MemoryAnalyzer
+from esphome.platformio_api import IDEData
+from script.ci_helpers import write_github_output
+
+# Regex patterns for extracting memory usage from PlatformIO output
+_RAM_PATTERN = re.compile(r"RAM:\s+\[.*?\]\s+\d+\.\d+%\s+\(used\s+(\d+)\s+bytes")
+_FLASH_PATTERN = re.compile(r"Flash:\s+\[.*?\]\s+\d+\.\d+%\s+\(used\s+(\d+)\s+bytes")
+_BUILD_PATH_PATTERN = re.compile(r"Build path: (.+)")
+
+
+def extract_from_compile_output(
+    output_text: str,
+) -> tuple[int | None, int | None, str | None]:
+    """Extract memory usage and build directory from PlatformIO compile output.
+
+    Supports multiple builds (for component groups or isolated components).
+    When test_build_components.py creates multiple builds, this sums the
+    memory usage across all builds.
+
+    Looks for lines like:
+        RAM:   [====      ]  36.1% (used 29548 bytes from 81920 bytes)
+        Flash: [===       ]  34.0% (used 348511 bytes from 1023984 bytes)
+
+    Also extracts build directory from lines like:
+        INFO Compiling app... Build path: /path/to/build
+
+    Args:
+        output_text: Compile output text (may contain multiple builds)
+
+    Returns:
+        Tuple of (total_ram_bytes, total_flash_bytes, build_dir) or (None, None, None) if not found
+    """
+    # Find all RAM and Flash matches (may be multiple builds)
+    ram_matches = _RAM_PATTERN.findall(output_text)
+    flash_matches = _FLASH_PATTERN.findall(output_text)
+
+    if not ram_matches or not flash_matches:
+        return None, None, None
+
+    # Sum all builds (handles multiple component groups)
+    total_ram = sum(int(match) for match in ram_matches)
+    total_flash = sum(int(match) for match in flash_matches)
+
+    # Extract build directory from ESPHome's explicit build path output
+    # Look for: INFO Compiling app... Build path: /path/to/build
+    # Note: Multiple builds reuse the same build path (each overwrites the previous)
+    build_dir = None
+    if match := _BUILD_PATH_PATTERN.search(output_text):
+        build_dir = match.group(1).strip()
+
+    return total_ram, total_flash, build_dir
+
+
+def run_detailed_analysis(build_dir: str) -> dict | None:
+    """Run detailed memory analysis on build directory.
+
+    Args:
+        build_dir: Path to ESPHome build directory
+
+    Returns:
+        Dictionary with analysis results or None if analysis fails
+    """
+    build_path = Path(build_dir)
+    if not build_path.exists():
+        print(f"Build directory not found: {build_dir}", file=sys.stderr)
+        return None
+
+    # Find firmware.elf
+    elf_path = None
+    for elf_candidate in [
+        build_path / "firmware.elf",
+        build_path / ".pioenvs" / build_path.name / "firmware.elf",
+    ]:
+        if elf_candidate.exists():
+            elf_path = str(elf_candidate)
+            break
+
+    if not elf_path:
+        print(f"firmware.elf not found in {build_dir}", file=sys.stderr)
+        return None
+
+    # Find idedata.json - check multiple locations
+    device_name = build_path.name
+    idedata_candidates = [
+        # In .pioenvs for test builds
+        build_path / ".pioenvs" / device_name / "idedata.json",
+        # In .esphome/idedata for regular builds
+        Path.home() / ".esphome" / "idedata" / f"{device_name}.json",
+        # Check parent directories for .esphome/idedata (for test_build_components)
+        build_path.parent.parent.parent / "idedata" / f"{device_name}.json",
+    ]
+
+    idedata = None
+    for idedata_path in idedata_candidates:
+        if not idedata_path.exists():
+            continue
+        try:
+            with open(idedata_path, encoding="utf-8") as f:
+                raw_data = json.load(f)
+            idedata = IDEData(raw_data)
+            print(f"Loaded idedata from: {idedata_path}", file=sys.stderr)
+            break
+        except (json.JSONDecodeError, OSError) as e:
+            print(
+                f"Warning: Failed to load idedata from {idedata_path}: {e}",
+                file=sys.stderr,
+            )
+
+    analyzer = MemoryAnalyzer(elf_path, idedata=idedata)
+    components = analyzer.analyze()
+
+    # Convert to JSON-serializable format
+    result = {
+        "components": {
+            name: {
+                "text": mem.text_size,
+                "rodata": mem.rodata_size,
+                "data": mem.data_size,
+                "bss": mem.bss_size,
+                "flash_total": mem.flash_total,
+                "ram_total": mem.ram_total,
+                "symbol_count": mem.symbol_count,
+            }
+            for name, mem in components.items()
+        },
+        "symbols": {},
+    }
+
+    # Build symbol map
+    for section in analyzer.sections.values():
+        for symbol_name, size, _ in section.symbols:
+            if size > 0:
+                demangled = analyzer._demangle_symbol(symbol_name)
+                result["symbols"][demangled] = size
+
+    return result
+
+
+def main() -> int:
+    """Main entry point."""
+    parser = argparse.ArgumentParser(
+        description="Extract memory usage from ESPHome build output"
+    )
+    parser.add_argument(
+        "--output-env",
+        action="store_true",
+        help="Output to GITHUB_OUTPUT environment file",
+    )
+    parser.add_argument(
+        "--build-dir",
+        help="Optional build directory for detailed memory analysis (overrides auto-detection)",
+    )
+    parser.add_argument(
+        "--output-json",
+        help="Optional path to save detailed analysis JSON",
+    )
+    parser.add_argument(
+        "--output-build-dir",
+        help="Optional path to write the detected build directory",
+    )
+
+    args = parser.parse_args()
+
+    # Read compile output from stdin
+    compile_output = sys.stdin.read()
+
+    # Extract memory usage and build directory
+    ram_bytes, flash_bytes, detected_build_dir = extract_from_compile_output(
+        compile_output
+    )
+
+    if ram_bytes is None or flash_bytes is None:
+        print("Failed to extract memory usage from compile output", file=sys.stderr)
+        print("Expected lines like:", file=sys.stderr)
+        print(
+            "  RAM:   [====      ]  36.1% (used 29548 bytes from 81920 bytes)",
+            file=sys.stderr,
+        )
+        print(
+            "  Flash: [===       ]  34.0% (used 348511 bytes from 1023984 bytes)",
+            file=sys.stderr,
+        )
+        return 1
+
+    # Count how many builds were found
+    num_builds = len(_RAM_PATTERN.findall(compile_output))
+
+    if num_builds > 1:
+        print(
+            f"Found {num_builds} builds - summing memory usage across all builds",
+            file=sys.stderr,
+        )
+        print(
+            "WARNING: Detailed analysis will only cover the last build",
+            file=sys.stderr,
+        )
+
+    print(f"Total RAM: {ram_bytes} bytes", file=sys.stderr)
+    print(f"Total Flash: {flash_bytes} bytes", file=sys.stderr)
+
+    # Determine which build directory to use (explicit arg overrides auto-detection)
+    build_dir = args.build_dir or detected_build_dir
+
+    if detected_build_dir:
+        print(f"Detected build directory: {detected_build_dir}", file=sys.stderr)
+        if num_builds > 1:
+            print(
+                f"  (using last of {num_builds} builds for detailed analysis)",
+                file=sys.stderr,
+            )
+
+    # Write build directory to file if requested
+    if args.output_build_dir and build_dir:
+        build_dir_path = Path(args.output_build_dir)
+        build_dir_path.parent.mkdir(parents=True, exist_ok=True)
+        build_dir_path.write_text(build_dir)
+        print(f"Wrote build directory to {args.output_build_dir}", file=sys.stderr)
+
+    # Run detailed analysis if build directory available
+    detailed_analysis = None
+    if build_dir:
+        print(f"Running detailed analysis on {build_dir}", file=sys.stderr)
+        detailed_analysis = run_detailed_analysis(build_dir)
+
+    # Save JSON output if requested
+    if args.output_json:
+        output_data = {
+            "ram_bytes": ram_bytes,
+            "flash_bytes": flash_bytes,
+            "detailed_analysis": detailed_analysis,
+        }
+
+        output_path = Path(args.output_json)
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        with open(output_path, "w", encoding="utf-8") as f:
+            json.dump(output_data, f, indent=2)
+        print(f"Saved analysis to {args.output_json}", file=sys.stderr)
+
+    if args.output_env:
+        # Output to GitHub Actions
+        write_github_output(
+            {
+                "ram_usage": ram_bytes,
+                "flash_usage": flash_bytes,
+            }
+        )
+    else:
+        print(f"{ram_bytes},{flash_bytes}")
+
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

script/determine-jobs.py

@@ -10,7 +10,13 @@ what files have changed. It outputs JSON with the following structure:
   "clang_format": true/false,
   "python_linters": true/false,
   "changed_components": ["component1", "component2", ...],
-  "component_test_count": 5
+  "component_test_count": 5,
+  "memory_impact": {
+    "should_run": "true/false",
+    "components": ["component1", "component2", ...],
+    "platform": "esp32-idf",
+    "use_merged_config": "true"
+  }
 }
 
 The CI workflow uses this information to:
@@ -20,6 +26,7 @@ The CI workflow uses this information to:
 - Skip or run Python linters (ruff, flake8, pylint, pyupgrade)
 - Determine which components to test individually
 - Decide how to split component tests (if there are many)
+- Run memory impact analysis whenever there are changed components (merged config), and also for core-only changes
 
 Usage:
   python script/determine-jobs.py [-b BRANCH]
@@ -31,6 +38,8 @@ Options:
 from __future__ import annotations
 
 import argparse
+from collections import Counter
+from enum import StrEnum
 from functools import cache
 import json
 import os
@@ -40,16 +49,47 @@ import sys
 from typing import Any
 
 from helpers import (
+    BASE_BUS_COMPONENTS,
     CPP_FILE_EXTENSIONS,
-    ESPHOME_COMPONENTS_PATH,
     PYTHON_FILE_EXTENSIONS,
     changed_files,
     get_all_dependencies,
+    get_component_from_path,
+    get_component_test_files,
     get_components_from_integration_fixtures,
+    parse_test_filename,
     root_path,
 )
 
 
+class Platform(StrEnum):
+    """Platform identifiers for memory impact analysis."""
+
+    ESP8266_ARD = "esp8266-ard"
+    ESP32_IDF = "esp32-idf"
+    ESP32_C3_IDF = "esp32-c3-idf"
+    ESP32_C6_IDF = "esp32-c6-idf"
+    ESP32_S2_IDF = "esp32-s2-idf"
+    ESP32_S3_IDF = "esp32-s3-idf"
+
+
+# Memory impact analysis constants
+MEMORY_IMPACT_FALLBACK_COMPONENT = "api"  # Representative component for core changes
+MEMORY_IMPACT_FALLBACK_PLATFORM = Platform.ESP32_IDF  # Most representative platform
+
+# Platform preference order for memory impact analysis
+# Prefer newer platforms first as they represent the future of ESPHome
+# ESP8266 is most constrained but many new features don't support it
+MEMORY_IMPACT_PLATFORM_PREFERENCE = [
+    Platform.ESP32_C6_IDF,  # ESP32-C6 IDF (newest, supports Thread/Zigbee)
+    Platform.ESP8266_ARD,  # ESP8266 Arduino (most memory constrained - best for impact analysis)
+    Platform.ESP32_IDF,  # ESP32 IDF platform (primary ESP32 platform, most representative)
+    Platform.ESP32_C3_IDF,  # ESP32-C3 IDF
+    Platform.ESP32_S2_IDF,  # ESP32-S2 IDF
+    Platform.ESP32_S3_IDF,  # ESP32-S3 IDF
+]
+
+
 def should_run_integration_tests(branch: str | None = None) -> bool:
     """Determine if integration tests should run based on changed files.
 
@@ -105,12 +145,9 @@ def should_run_integration_tests(branch: str | None = None) -> bool:
 
     # Check if any required components changed
     for file in files:
-        if file.startswith(ESPHOME_COMPONENTS_PATH):
-            parts = file.split("/")
-            if len(parts) >= 3:
-                component = parts[2]
-                if component in all_required_components:
-                    return True
+        component = get_component_from_path(file)
+        if component and component in all_required_components:
+            return True
 
     return False
 
@@ -224,10 +261,136 @@ def _component_has_tests(component: str) -> bool:
     Returns:
         True if the component has test YAML files
     """
-    tests_dir = Path(root_path) / "tests" / "components" / component
-    if not tests_dir.exists():
-        return False
-    return any(tests_dir.glob("test.*.yaml"))
+    return bool(get_component_test_files(component))
+
+
+def detect_memory_impact_config(
+    branch: str | None = None,
+) -> dict[str, Any]:
+    """Determine memory impact analysis configuration.
+
+    Always runs memory impact analysis when there are changed components,
+    building a merged configuration with all changed components (like
+    test_build_components.py does) to get comprehensive memory analysis.
+
+    Args:
+        branch: Branch to compare against
+
+    Returns:
+        Dictionary with memory impact analysis parameters:
+        - should_run: "true" or "false"
+        - components: list of component names to analyze
+        - platform: platform name for the merged build
+        - use_merged_config: "true" (always use merged config)
+    """
+
+    # Get actually changed files (not dependencies)
+    files = changed_files(branch)
+
+    # Find all changed components (excluding core and base bus components)
+    changed_component_set: set[str] = set()
+    has_core_changes = False
+
+    for file in files:
+        component = get_component_from_path(file)
+        if component:
+            # Skip base bus components as they're used across many builds
+            if component not in BASE_BUS_COMPONENTS:
+                changed_component_set.add(component)
+        elif file.startswith("esphome/"):
+            # Core ESPHome files changed (not component-specific)
+            has_core_changes = True
+
+    # If no components changed but core changed, test representative component
+    force_fallback_platform = False
+    if not changed_component_set and has_core_changes:
+        print(
+            f"Memory impact: No components changed, but core files changed. "
+            f"Testing {MEMORY_IMPACT_FALLBACK_COMPONENT} component on {MEMORY_IMPACT_FALLBACK_PLATFORM}.",
+            file=sys.stderr,
+        )
+        changed_component_set.add(MEMORY_IMPACT_FALLBACK_COMPONENT)
+        force_fallback_platform = True  # Use fallback platform (most representative)
+    elif not changed_component_set:
+        # No components and no core changes
+        return {"should_run": "false"}
+
+    # Find components that have tests and collect their supported platforms
+    components_with_tests: list[str] = []
+    component_platforms_map: dict[
+        str, set[Platform]
+    ] = {}  # Track which platforms each component supports
+
+    for component in sorted(changed_component_set):
+        # Look for test files on preferred platforms
+        test_files = get_component_test_files(component)
+        if not test_files:
+            continue
+
+        # Check if component has tests for any preferred platform
+        available_platforms = [
+            platform
+            for test_file in test_files
+            if (platform := parse_test_filename(test_file)[1]) != "all"
+            and platform in MEMORY_IMPACT_PLATFORM_PREFERENCE
+        ]
+
+        if not available_platforms:
+            continue
+
+        component_platforms_map[component] = set(available_platforms)
+        components_with_tests.append(component)
+
+    # If no components have tests, don't run memory impact
+    if not components_with_tests:
+        return {"should_run": "false"}
+
+    # Find common platforms supported by ALL components
+    # This ensures we can build all components together in a merged config
+    common_platforms = set(MEMORY_IMPACT_PLATFORM_PREFERENCE)
+    for component, platforms in component_platforms_map.items():
+        common_platforms &= platforms
+
+    # Select the most preferred platform from the common set
+    # Exception: for core changes, use fallback platform (most representative of codebase)
+    if force_fallback_platform:
+        platform = MEMORY_IMPACT_FALLBACK_PLATFORM
+    elif common_platforms:
+        # Pick the most preferred platform that all components support
+        platform = min(common_platforms, key=MEMORY_IMPACT_PLATFORM_PREFERENCE.index)
+    else:
+        # No common platform - pick the most commonly supported platform
+        # This allows testing components individually even if they can't be merged
+        # Count how many components support each platform
+        platform_counts = Counter(
+            p for platforms in component_platforms_map.values() for p in platforms
+        )
+        # Pick the platform supported by most components, preferring earlier in MEMORY_IMPACT_PLATFORM_PREFERENCE
+        platform = max(
+            platform_counts.keys(),
+            key=lambda p: (
+                platform_counts[p],
+                -MEMORY_IMPACT_PLATFORM_PREFERENCE.index(p),
+            ),
+        )
+
+    # Debug output
+    print("Memory impact analysis:", file=sys.stderr)
+    print(f"  Changed components: {sorted(changed_component_set)}", file=sys.stderr)
+    print(f"  Components with tests: {components_with_tests}", file=sys.stderr)
+    print(
+        f"  Component platforms: {dict(sorted(component_platforms_map.items()))}",
+        file=sys.stderr,
+    )
+    print(f"  Common platforms: {sorted(common_platforms)}", file=sys.stderr)
+    print(f"  Selected platform: {platform}", file=sys.stderr)
+
+    return {
+        "should_run": "true",
+        "components": components_with_tests,
+        "platform": platform,
+        "use_merged_config": "true",
+    }
 
 
 def main() -> None:
@@ -279,6 +442,9 @@ def main() -> None:
         if component not in directly_changed_components
     ]
 
+    # Detect components for memory impact analysis (merged config)
+    memory_impact = detect_memory_impact_config(args.branch)
+
     # Build output
     output: dict[str, Any] = {
         "integration_tests": run_integration,
@@ -292,6 +458,7 @@ def main() -> None:
         "component_test_count": len(changed_components_with_tests),
         "directly_changed_count": len(directly_changed_with_tests),
         "dependency_only_count": len(dependency_only_components),
+        "memory_impact": memory_impact,
     }
 
     # Output as JSON

script/helpers.py

@@ -29,6 +29,18 @@ YAML_FILE_EXTENSIONS = (".yaml", ".yml")
 # Component path prefix
 ESPHOME_COMPONENTS_PATH = "esphome/components/"
 
+# Base bus components - these ARE the bus implementations and should not
+# be flagged as needing migration since they are the platform/base components
+BASE_BUS_COMPONENTS = {
+    "i2c",
+    "spi",
+    "uart",
+    "modbus",
+    "canbus",
+    "remote_transmitter",
+    "remote_receiver",
+}
+
 
 def parse_list_components_output(output: str) -> list[str]:
     """Parse the output from list-components.py script.
@@ -46,6 +58,65 @@ def parse_list_components_output(output: str) -> list[str]:
     return [c.strip() for c in output.strip().split("\n") if c.strip()]
 
 
+def parse_test_filename(test_file: Path) -> tuple[str, str]:
+    """Parse test filename to extract test name and platform.
+
+    Test files follow the naming pattern: test.<platform>.yaml or test-<variant>.<platform>.yaml
+
+    Args:
+        test_file: Path to test file
+
+    Returns:
+        Tuple of (test_name, platform)
+    """
+    parts = test_file.stem.split(".")
+    if len(parts) == 2:
+        return parts[0], parts[1]  # test, platform
+    return parts[0], "all"
+
+
+def get_component_from_path(file_path: str) -> str | None:
+    """Extract component name from a file path.
+
+    Args:
+        file_path: Path to a file (e.g., "esphome/components/wifi/wifi.cpp")
+
+    Returns:
+        Component name if path is in components directory, None otherwise
+    """
+    if not file_path.startswith(ESPHOME_COMPONENTS_PATH):
+        return None
+    parts = file_path.split("/")
+    if len(parts) >= 3:
+        return parts[2]
+    return None
+
+
+def get_component_test_files(
+    component: str, *, all_variants: bool = False
+) -> list[Path]:
+    """Get test files for a component.
+
+    Args:
+        component: Component name (e.g., "wifi")
+        all_variants: If True, returns all test files including variants (test-*.yaml).
+                     If False, returns only base test files (test.*.yaml).
+                     Default is False.
+
+    Returns:
+        List of test file paths for the component, or empty list if none exist
+    """
+    tests_dir = Path(root_path) / "tests" / "components" / component
+    if not tests_dir.exists():
+        return []
+
+    if all_variants:
+        # Match both test.*.yaml and test-*.yaml patterns
+        return list(tests_dir.glob("test[.-]*.yaml"))
+    # Match only test.*.yaml (base tests)
+    return list(tests_dir.glob("test.*.yaml"))
+
+
 def styled(color: str | tuple[str, ...], msg: str, reset: bool = True) -> str:
     prefix = "".join(color) if isinstance(color, tuple) else color
     suffix = colorama.Style.RESET_ALL if reset else ""
@@ -314,11 +385,9 @@ def _filter_changed_ci(files: list[str]) -> list[str]:
     # because changes in one file can affect other files in the same component.
     filtered_files = []
     for f in files:
-        if f.startswith(ESPHOME_COMPONENTS_PATH):
-            # Check if file belongs to any of the changed components
-            parts = f.split("/")
-            if len(parts) >= 3 and parts[2] in component_set:
-                filtered_files.append(f)
+        component = get_component_from_path(f)
+        if component and component in component_set:
+            filtered_files.append(f)
 
     return filtered_files
 

script/list-components.py

@@ -4,7 +4,7 @@ from collections.abc import Callable
 from pathlib import Path
 import sys
 
-from helpers import changed_files, git_ls_files
+from helpers import changed_files, get_component_from_path, git_ls_files
 
 from esphome.const import (
     KEY_CORE,
@@ -30,11 +30,9 @@ def get_all_component_files() -> list[str]:
 def extract_component_names_array_from_files_array(files):
     components = []
     for file in files:
-        file_parts = file.split("/")
-        if len(file_parts) >= 4:
-            component_name = file_parts[2]
-            if component_name not in components:
-                components.append(component_name)
+        component_name = get_component_from_path(file)
+        if component_name and component_name not in components:
+            components.append(component_name)
     return components
 
 

script/split_components_for_ci.py

@@ -28,6 +28,7 @@ from script.analyze_component_buses import (
     create_grouping_signature,
     merge_compatible_bus_groups,
 )
+from script.helpers import get_component_test_files
 
 # Weighting for batch creation
 # Isolated components can't be grouped/merged, so they count as 10x
@@ -45,17 +46,12 @@ def has_test_files(component_name: str, tests_dir: Path) -> bool:
 
     Args:
         component_name: Name of the component
-        tests_dir: Path to tests/components directory
+        tests_dir: Path to tests/components directory (unused, kept for compatibility)
 
     Returns:
         True if the component has test.*.yaml files
     """
-    component_dir = tests_dir / component_name
-    if not component_dir.exists() or not component_dir.is_dir():
-        return False
-
-    # Check for test.*.yaml files
-    return any(component_dir.glob("test.*.yaml"))
+    return bool(get_component_test_files(component_name))
 
 
 def create_intelligent_batches(

script/templates/ci_memory_impact_comment_template.j2

@@ -0,0 +1,27 @@
+{{ comment_marker }}
+## Memory Impact Analysis
+
+**Components:** {{ components_str }}
+**Platform:** `{{ platform }}`
+
+| Metric | Target Branch | This PR | Change |
+|--------|--------------|---------|--------|
+| **RAM** | {{ target_ram }} | {{ pr_ram }} | {{ ram_change }} |
+| **Flash** | {{ target_flash }} | {{ pr_flash }} | {{ flash_change }} |
+{% if component_breakdown %}
+{{ component_breakdown }}
+{% endif %}
+{% if symbol_changes %}
+{{ symbol_changes }}
+{% endif %}
+{%- if target_cache_hit %}
+
+> ⚡ Target branch analysis was loaded from cache (build skipped for faster CI).
+{%- endif %}
+
+---
+> **Note:** This analysis measures **static RAM and Flash usage** only (compile-time allocation).
+> **Dynamic memory (heap)** cannot be measured automatically.
+> **⚠️ You must test this PR on a real device** to measure free heap and ensure no runtime memory issues.
+
+*This analysis runs automatically when components change. Memory usage is measured from {{ config_note }}.*

script/templates/ci_memory_impact_component_breakdown.j2

@@ -0,0 +1,15 @@
+
+<details open>
+<summary>📊 Component Memory Breakdown</summary>
+
+| Component | Target Flash | PR Flash | Change |
+|-----------|--------------|----------|--------|
+{% for comp, target_flash, pr_flash, delta in changed_components[:max_rows] -%}
+{% set threshold = component_change_threshold if comp.startswith("[esphome]") else none -%}
+| `{{ comp }}` | {{ target_flash|format_bytes }} | {{ pr_flash|format_bytes }} | {{ format_change(target_flash, pr_flash, threshold=threshold) }} |
+{% endfor -%}
+{% if changed_components|length > max_rows -%}
+| ... | ... | ... | *({{ changed_components|length - max_rows }} more components not shown)* |
+{% endif -%}
+
+</details>

script/templates/ci_memory_impact_macros.j2

@@ -0,0 +1,8 @@
+{#- Macro for formatting symbol names in tables -#}
+{%- macro format_symbol(symbol, max_length, truncate_length) -%}
+{%- if symbol|length <= max_length -%}
+`{{ symbol }}`
+{%- else -%}
+<details><summary><code>{{ symbol[:truncate_length] }}...</code></summary><code>{{ symbol }}</code></details>
+{%- endif -%}
+{%- endmacro -%}

script/templates/ci_memory_impact_symbol_changes.j2

@@ -0,0 +1,51 @@
+{%- from 'ci_memory_impact_macros.j2' import format_symbol -%}
+
+<details>
+<summary>🔍 Symbol-Level Changes (click to expand)</summary>
+
+{% if changed_symbols %}
+
+### Changed Symbols
+
+| Symbol | Target Size | PR Size | Change |
+|--------|-------------|---------|--------|
+{% for symbol, target_size, pr_size, delta in changed_symbols[:max_changed_rows] -%}
+| {{ format_symbol(symbol, symbol_max_length, symbol_truncate_length) }} | {{ target_size|format_bytes }} | {{ pr_size|format_bytes }} | {{ format_change(target_size, pr_size) }} |
+{% endfor -%}
+{% if changed_symbols|length > max_changed_rows -%}
+| ... | ... | ... | *({{ changed_symbols|length - max_changed_rows }} more changed symbols not shown)* |
+{% endif -%}
+
+{% endif %}
+{% if new_symbols %}
+
+### New Symbols (top {{ max_new_rows }})
+
+| Symbol | Size |
+|--------|------|
+{% for symbol, size in new_symbols[:max_new_rows] -%}
+| {{ format_symbol(symbol, symbol_max_length, symbol_truncate_length) }} | {{ size|format_bytes }} |
+{% endfor -%}
+{% if new_symbols|length > max_new_rows -%}
+{% set total_new_size = new_symbols|sum(attribute=1) -%}
+| *{{ new_symbols|length - max_new_rows }} more new symbols...* | *Total: {{ total_new_size|format_bytes }}* |
+{% endif -%}
+
+{% endif %}
+{% if removed_symbols %}
+
+### Removed Symbols (top {{ max_removed_rows }})
+
+| Symbol | Size |
+|--------|------|
+{% for symbol, size in removed_symbols[:max_removed_rows] -%}
+| {{ format_symbol(symbol, symbol_max_length, symbol_truncate_length) }} | {{ size|format_bytes }} |
+{% endfor -%}
+{% if removed_symbols|length > max_removed_rows -%}
+{% set total_removed_size = removed_symbols|sum(attribute=1) -%}
+| *{{ removed_symbols|length - max_removed_rows }} more removed symbols...* | *Total: {{ total_removed_size|format_bytes }}* |
+{% endif -%}
+
+{% endif %}
+
+</details>

script/test_build_components.py

@@ -39,6 +39,7 @@ from script.analyze_component_buses import (
     merge_compatible_bus_groups,
     uses_local_file_references,
 )
+from script.helpers import get_component_test_files
 from script.merge_component_configs import merge_component_configs
 
 
@@ -82,13 +83,14 @@ def show_disk_space_if_ci(esphome_command: str) -> None:
 
 
 def find_component_tests(
-    components_dir: Path, component_pattern: str = "*"
+    components_dir: Path, component_pattern: str = "*", base_only: bool = False
 ) -> dict[str, list[Path]]:
     """Find all component test files.
 
     Args:
         components_dir: Path to tests/components directory
         component_pattern: Glob pattern for component names
+        base_only: If True, only find base test files (test.*.yaml), not variant files (test-*.yaml)
 
     Returns:
         Dictionary mapping component name to list of test files
@@ -99,9 +101,10 @@ def find_component_tests(
         if not comp_dir.is_dir():
             continue
 
-        # Find test files matching test.*.yaml or test-*.yaml patterns
-        for test_file in comp_dir.glob("test[.-]*.yaml"):
-            component_tests[comp_dir.name].append(test_file)
+        # Get test files using helper function
+        test_files = get_component_test_files(comp_dir.name, all_variants=not base_only)
+        if test_files:
+            component_tests[comp_dir.name] = test_files
 
     return dict(component_tests)
 
@@ -931,6 +934,7 @@ def test_components(
     continue_on_fail: bool,
     enable_grouping: bool = True,
     isolated_components: set[str] | None = None,
+    base_only: bool = False,
 ) -> int:
     """Test components with optional intelligent grouping.
 
@@ -944,6 +948,7 @@ def test_components(
             These are tested WITHOUT --testing-mode to enable full validation
             (pin conflicts, etc). This is used in CI for directly changed components
             to catch issues that would be missed with --testing-mode.
+        base_only: If True, only test base test files (test.*.yaml), not variant files (test-*.yaml)
 
     Returns:
         Exit code (0 for success, 1 for failure)
@@ -961,7 +966,7 @@ def test_components(
     # Find all component tests
     all_tests = {}
     for pattern in component_patterns:
-        all_tests.update(find_component_tests(tests_dir, pattern))
+        all_tests.update(find_component_tests(tests_dir, pattern, base_only))
 
     if not all_tests:
         print(f"No components found matching: {component_patterns}")
@@ -1122,6 +1127,11 @@ def main() -> int:
         "These are tested WITHOUT --testing-mode to enable full validation. "
         "Used in CI for directly changed components to catch pin conflicts and other issues.",
     )
+    parser.add_argument(
+        "--base-only",
+        action="store_true",
+        help="Only test base test files (test.*.yaml), not variant files (test-*.yaml)",
+    )
 
     args = parser.parse_args()
 
@@ -1140,6 +1150,7 @@ def main() -> int:
         continue_on_fail=args.continue_on_fail,
         enable_grouping=not args.no_grouping,
         isolated_components=isolated_components,
+        base_only=args.base_only,
     )
 
 

tests/components/sensor/common.yaml

@@ -0,0 +1,101 @@
+sensor:
+  # Source sensor for testing filters
+  - platform: template
+    name: "Source Sensor"
+    id: source_sensor
+    lambda: return 42.0;
+    update_interval: 1s
+
+  # Streaming filters (window_size == send_every) - uses StreamingFilter base class
+  - platform: copy
+    source_id: source_sensor
+    name: "Streaming Min Filter"
+    filters:
+      - min:
+          window_size: 10
+          send_every: 10  # Batch window → StreamingMinFilter
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Streaming Max Filter"
+    filters:
+      - max:
+          window_size: 10
+          send_every: 10  # Batch window → StreamingMaxFilter
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Streaming Moving Average Filter"
+    filters:
+      - sliding_window_moving_average:
+          window_size: 10
+          send_every: 10  # Batch window → StreamingMovingAverageFilter
+
+  # Sliding window filters (window_size != send_every) - uses SlidingWindowFilter base class with ring buffer
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Min Filter"
+    filters:
+      - min:
+          window_size: 10
+          send_every: 5  # Sliding window → MinFilter with ring buffer
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Max Filter"
+    filters:
+      - max:
+          window_size: 10
+          send_every: 5  # Sliding window → MaxFilter with ring buffer
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Median Filter"
+    filters:
+      - median:
+          window_size: 10
+          send_every: 5  # Sliding window → MedianFilter with ring buffer
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Quantile Filter"
+    filters:
+      - quantile:
+          window_size: 10
+          send_every: 5
+          quantile: 0.9  # Sliding window → QuantileFilter with ring buffer
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Moving Average Filter"
+    filters:
+      - sliding_window_moving_average:
+          window_size: 10
+          send_every: 5  # Sliding window → SlidingWindowMovingAverageFilter with ring buffer
+
+  # Edge cases
+  - platform: copy
+    source_id: source_sensor
+    name: "Large Batch Window Min"
+    filters:
+      - min:
+          window_size: 1000
+          send_every: 1000  # Large batch → StreamingMinFilter (4 bytes, not 4KB)
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Small Sliding Window"
+    filters:
+      - median:
+          window_size: 3
+          send_every: 1  # Frequent output → MedianFilter with 3-element ring buffer
+
+  # send_first_at parameter test
+  - platform: copy
+    source_id: source_sensor
+    name: "Early Send Filter"
+    filters:
+      - max:
+          window_size: 10
+          send_every: 10
+          send_first_at: 1  # Send after first value

tests/components/sensor/test.esp8266-ard.yaml

@@ -0,0 +1 @@
+<<: !include common.yaml

tests/integration/README.md

@@ -7,6 +7,7 @@ This directory contains end-to-end integration tests for ESPHome, focusing on te
 - `conftest.py` - Common fixtures and utilities
 - `const.py` - Constants used throughout the integration tests
 - `types.py` - Type definitions for fixtures and functions
+- `state_utils.py` - State handling utilities (e.g., `InitialStateHelper`, `build_key_to_entity_mapping`)
 - `fixtures/` - YAML configuration files for tests
 - `test_*.py` - Individual test files
 
@@ -26,6 +27,32 @@ The `yaml_config` fixture automatically loads YAML configurations based on the t
 - `reserved_tcp_port` - Reserves a TCP port by holding the socket open until ESPHome needs it
 - `unused_tcp_port` - Provides the reserved port number for each test
 
+### Helper Utilities
+
+#### InitialStateHelper (`state_utils.py`)
+
+The `InitialStateHelper` class solves a common problem in integration tests: when an API client connects, ESPHome automatically broadcasts the current state of all entities. This can interfere with tests that want to track only new state changes triggered by test actions.
+
+**What it does:**
+- Tracks all entities (except stateless ones like buttons)
+- Swallows the first state broadcast for each entity
+- Forwards all subsequent state changes to your test callback
+- Provides `wait_for_initial_states()` to synchronize before test actions
+
+**When to use it:**
+- Any test that triggers entity state changes and needs to verify them
+- Tests that would otherwise see duplicate or unexpected states
+- Tests that need clean separation between initial state and test-triggered changes
+
+**Implementation details:**
+- Uses `(device_id, key)` tuples to uniquely identify entities across devices
+- Automatically excludes `ButtonInfo` entities (stateless)
+- Provides debug logging to track state reception (use `--log-cli-level=DEBUG`)
+- Safe for concurrent use with multiple entity types
+
+**Future work:**
+Consider converting existing integration tests to use `InitialStateHelper` for more reliable state tracking and to eliminate race conditions related to initial state broadcasts.
+
 ### Writing Tests
 
 The simplest way to write a test is to use the `run_compiled` and `api_client_connected` fixtures:
@@ -125,6 +152,54 @@ async def test_my_sensor(
 ```
 
 ##### State Subscription Pattern
+
+**Recommended: Using InitialStateHelper**
+
+When an API client connects, ESPHome automatically sends the current state of all entities. The `InitialStateHelper` (from `state_utils.py`) handles this by swallowing these initial states and only forwarding subsequent state changes to your test callback:
+
+```python
+from .state_utils import InitialStateHelper
+
+# Track state changes with futures
+loop = asyncio.get_running_loop()
+states: dict[int, EntityState] = {}
+state_future: asyncio.Future[EntityState] = loop.create_future()
+
+def on_state(state: EntityState) -> None:
+    """This callback only receives NEW state changes, not initial states."""
+    states[state.key] = state
+    # Check for specific condition using isinstance
+    if isinstance(state, SensorState) and state.state == expected_value:
+        if not state_future.done():
+            state_future.set_result(state)
+
+# Get entities and set up state synchronization
+entities, services = await client.list_entities_services()
+initial_state_helper = InitialStateHelper(entities)
+
+# Subscribe with the wrapper that filters initial states
+client.subscribe_states(initial_state_helper.on_state_wrapper(on_state))
+
+# Wait for all initial states to be broadcast
+try:
+    await initial_state_helper.wait_for_initial_states()
+except TimeoutError:
+    pytest.fail("Timeout waiting for initial states")
+
+# Now perform your test actions - on_state will only receive new changes
+# ... trigger state changes ...
+
+# Wait for expected state
+try:
+    result = await asyncio.wait_for(state_future, timeout=5.0)
+except asyncio.TimeoutError:
+    pytest.fail(f"Expected state not received. Got: {list(states.values())}")
+```
+
+**Legacy: Manual State Tracking**
+
+If you need to handle initial states manually (not recommended for new tests):
+
 ```python
 # Track state changes with futures
 loop = asyncio.get_running_loop()

tests/integration/fixtures/sensor_filters_batch_window.yaml

@@ -0,0 +1,58 @@
+esphome:
+  name: test-batch-window-filters
+
+host:
+api:
+  batch_delay: 0ms  # Disable batching to receive all state updates
+logger:
+  level: DEBUG
+
+# Template sensor that we'll use to publish values
+sensor:
+  - platform: template
+    name: "Source Sensor"
+    id: source_sensor
+    accuracy_decimals: 2
+
+  # Batch window filters (window_size == send_every) - use streaming filters
+  - platform: copy
+    source_id: source_sensor
+    name: "Min Sensor"
+    id: min_sensor
+    filters:
+      - min:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Max Sensor"
+    id: max_sensor
+    filters:
+      - max:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Moving Avg Sensor"
+    id: moving_avg_sensor
+    filters:
+      - sliding_window_moving_average:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+# Button to trigger publishing test values
+button:
+  - platform: template
+    name: "Publish Values Button"
+    id: publish_button
+    on_press:
+      - lambda: |-
+          // Publish 10 values: 1.0, 2.0, ..., 10.0
+          for (int i = 1; i <= 10; i++) {
+            id(source_sensor).publish_state(float(i));
+          }

tests/integration/fixtures/sensor_filters_nan_handling.yaml

@@ -0,0 +1,84 @@
+esphome:
+  name: test-nan-handling
+
+host:
+api:
+  batch_delay: 0ms  # Disable batching to receive all state updates
+logger:
+  level: DEBUG
+
+sensor:
+  - platform: template
+    name: "Source NaN Sensor"
+    id: source_nan_sensor
+    accuracy_decimals: 2
+
+  - platform: copy
+    source_id: source_nan_sensor
+    name: "Min NaN Sensor"
+    id: min_nan_sensor
+    filters:
+      - min:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+  - platform: copy
+    source_id: source_nan_sensor
+    name: "Max NaN Sensor"
+    id: max_nan_sensor
+    filters:
+      - max:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+script:
+  - id: publish_nan_values_script
+    then:
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: 10.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: !lambda 'return NAN;'
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: 5.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: !lambda 'return NAN;'
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: 15.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: 8.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: !lambda 'return NAN;'
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: 12.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: 3.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_nan_sensor
+          state: !lambda 'return NAN;'
+
+button:
+  - platform: template
+    name: "Publish NaN Values Button"
+    id: publish_nan_button
+    on_press:
+      - script.execute: publish_nan_values_script

tests/integration/fixtures/sensor_filters_ring_buffer.yaml

@@ -0,0 +1,115 @@
+esphome:
+  name: test-sliding-window-filters
+
+host:
+api:
+  batch_delay: 0ms  # Disable batching to receive all state updates
+logger:
+  level: DEBUG
+
+# Template sensor that we'll use to publish values
+sensor:
+  - platform: template
+    name: "Source Sensor"
+    id: source_sensor
+    accuracy_decimals: 2
+
+  # ACTUAL sliding window filters (window_size != send_every) - use ring buffers
+  # Window of 5, send every 2 values
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Min Sensor"
+    id: sliding_min_sensor
+    filters:
+      - min:
+          window_size: 5
+          send_every: 2
+          send_first_at: 1
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Max Sensor"
+    id: sliding_max_sensor
+    filters:
+      - max:
+          window_size: 5
+          send_every: 2
+          send_first_at: 1
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Median Sensor"
+    id: sliding_median_sensor
+    filters:
+      - median:
+          window_size: 5
+          send_every: 2
+          send_first_at: 1
+
+  - platform: copy
+    source_id: source_sensor
+    name: "Sliding Moving Avg Sensor"
+    id: sliding_moving_avg_sensor
+    filters:
+      - sliding_window_moving_average:
+          window_size: 5
+          send_every: 2
+          send_first_at: 1
+
+# Button to trigger publishing test values
+script:
+  - id: publish_values_script
+    then:
+      # Publish 10 values: 1.0, 2.0, ..., 10.0
+      # With window_size=5, send_every=2, send_first_at=1:
+      # - Output at position 1: window=[1], min=1, max=1, median=1, avg=1
+      # - Output at position 3: window=[1,2,3], min=1, max=3, median=2, avg=2
+      # - Output at position 5: window=[1,2,3,4,5], min=1, max=5, median=3, avg=3
+      # - Output at position 7: window=[3,4,5,6,7], min=3, max=7, median=5, avg=5
+      # - Output at position 9: window=[5,6,7,8,9], min=5, max=9, median=7, avg=7
+      - sensor.template.publish:
+          id: source_sensor
+          state: 1.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 2.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 3.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 4.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 5.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 6.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 7.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 8.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 9.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 10.0
+
+button:
+  - platform: template
+    name: "Publish Values Button"
+    id: publish_button
+    on_press:
+      - script.execute: publish_values_script

tests/integration/fixtures/sensor_filters_ring_buffer_wraparound.yaml

@@ -0,0 +1,72 @@
+esphome:
+  name: test-ring-buffer-wraparound
+
+host:
+api:
+  batch_delay: 0ms  # Disable batching to receive all state updates
+logger:
+  level: DEBUG
+
+sensor:
+  - platform: template
+    name: "Source Wraparound Sensor"
+    id: source_wraparound
+    accuracy_decimals: 2
+
+  - platform: copy
+    source_id: source_wraparound
+    name: "Wraparound Min Sensor"
+    id: wraparound_min_sensor
+    filters:
+      - min:
+          window_size: 3
+          send_every: 3
+          send_first_at: 1
+
+script:
+  - id: publish_wraparound_script
+    then:
+      # Publish 9 values to test ring buffer wraparound
+      # Values: 10, 20, 30, 5, 25, 15, 40, 35, 20
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 10.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 20.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 30.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 5.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 25.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 15.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 40.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 35.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_wraparound
+          state: 20.0
+
+button:
+  - platform: template
+    name: "Publish Wraparound Button"
+    id: publish_wraparound_button
+    on_press:
+      - script.execute: publish_wraparound_script

tests/integration/fixtures/sensor_filters_sliding_window.yaml

@@ -0,0 +1,123 @@
+esphome:
+  name: test-sliding-window-filters
+
+host:
+api:
+  batch_delay: 0ms  # Disable batching to receive all state updates
+logger:
+  level: DEBUG
+
+# Template sensor that we'll use to publish values
+sensor:
+  - platform: template
+    name: "Source Sensor"
+    id: source_sensor
+    accuracy_decimals: 2
+
+  # Min filter sensor
+  - platform: copy
+    source_id: source_sensor
+    name: "Min Sensor"
+    id: min_sensor
+    filters:
+      - min:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+  # Max filter sensor
+  - platform: copy
+    source_id: source_sensor
+    name: "Max Sensor"
+    id: max_sensor
+    filters:
+      - max:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+  # Median filter sensor
+  - platform: copy
+    source_id: source_sensor
+    name: "Median Sensor"
+    id: median_sensor
+    filters:
+      - median:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+  # Quantile filter sensor (90th percentile)
+  - platform: copy
+    source_id: source_sensor
+    name: "Quantile Sensor"
+    id: quantile_sensor
+    filters:
+      - quantile:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+          quantile: 0.9
+
+  # Moving average filter sensor
+  - platform: copy
+    source_id: source_sensor
+    name: "Moving Avg Sensor"
+    id: moving_avg_sensor
+    filters:
+      - sliding_window_moving_average:
+          window_size: 5
+          send_every: 5
+          send_first_at: 1
+
+# Script to publish values with delays
+script:
+  - id: publish_values_script
+    then:
+      - sensor.template.publish:
+          id: source_sensor
+          state: 1.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 2.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 3.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 4.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 5.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 6.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 7.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 8.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 9.0
+      - delay: 20ms
+      - sensor.template.publish:
+          id: source_sensor
+          state: 10.0
+
+# Button to trigger publishing test values
+button:
+  - platform: template
+    name: "Publish Values Button"
+    id: publish_button
+    on_press:
+      - script.execute: publish_values_script

tests/integration/state_utils.py

@@ -0,0 +1,167 @@
+"""Shared utilities for ESPHome integration tests - state handling."""
+
+from __future__ import annotations
+
+import asyncio
+import logging
+
+from aioesphomeapi import ButtonInfo, EntityInfo, EntityState
+
+_LOGGER = logging.getLogger(__name__)
+
+
+def build_key_to_entity_mapping(
+    entities: list[EntityInfo], entity_names: list[str]
+) -> dict[int, str]:
+    """Build a mapping from entity keys to entity names.
+
+    Args:
+        entities: List of entity info objects from the API
+        entity_names: List of entity names to search for in object_ids
+
+    Returns:
+        Dictionary mapping entity keys to entity names
+    """
+    key_to_entity: dict[int, str] = {}
+    for entity in entities:
+        obj_id = entity.object_id.lower()
+        for entity_name in entity_names:
+            if entity_name in obj_id:
+                key_to_entity[entity.key] = entity_name
+                break
+    return key_to_entity
+
+
+class InitialStateHelper:
+    """Helper to wait for initial states before processing test states.
+
+    When an API client connects, ESPHome sends the current state of all entities.
+    This helper wraps the user's state callback and swallows the first state for
+    each entity, then forwards all subsequent states to the user callback.
+
+    Usage:
+        entities, services = await client.list_entities_services()
+        helper = InitialStateHelper(entities)
+        client.subscribe_states(helper.on_state_wrapper(user_callback))
+        await helper.wait_for_initial_states()
+    """
+
+    def __init__(self, entities: list[EntityInfo]) -> None:
+        """Initialize the helper.
+
+        Args:
+            entities: All entities from list_entities_services()
+        """
+        # Set of (device_id, key) tuples waiting for initial state
+        # Buttons are stateless, so exclude them
+        self._wait_initial_states = {
+            (entity.device_id, entity.key)
+            for entity in entities
+            if not isinstance(entity, ButtonInfo)
+        }
+        # Keep entity info for debugging - use (device_id, key) tuple
+        self._entities_by_id = {
+            (entity.device_id, entity.key): entity for entity in entities
+        }
+
+        # Log all entities
+        _LOGGER.debug(
+            "InitialStateHelper: Found %d total entities: %s",
+            len(entities),
+            [(type(e).__name__, e.object_id) for e in entities],
+        )
+
+        # Log which ones we're waiting for
+        _LOGGER.debug(
+            "InitialStateHelper: Waiting for %d entities (excluding ButtonInfo): %s",
+            len(self._wait_initial_states),
+            [self._entities_by_id[k].object_id for k in self._wait_initial_states],
+        )
+
+        # Log which ones we're NOT waiting for
+        not_waiting = {
+            (e.device_id, e.key) for e in entities
+        } - self._wait_initial_states
+        if not_waiting:
+            not_waiting_info = [
+                f"{type(self._entities_by_id[k]).__name__}:{self._entities_by_id[k].object_id}"
+                for k in not_waiting
+            ]
+            _LOGGER.debug(
+                "InitialStateHelper: NOT waiting for %d entities: %s",
+                len(not_waiting),
+                not_waiting_info,
+            )
+
+        # Create future in the running event loop
+        self._initial_states_received = asyncio.get_running_loop().create_future()
+        # If no entities to wait for, mark complete immediately
+        if not self._wait_initial_states:
+            self._initial_states_received.set_result(True)
+
+    def on_state_wrapper(self, user_callback):
+        """Wrap a user callback to track initial states.
+
+        Args:
+            user_callback: The user's state callback function
+
+        Returns:
+            Wrapped callback that swallows first state per entity, forwards rest
+        """
+
+        def wrapper(state: EntityState) -> None:
+            """Swallow initial state per entity, forward subsequent states."""
+            # Create entity identifier tuple
+            entity_id = (state.device_id, state.key)
+
+            # Log which entity is sending state
+            if entity_id in self._entities_by_id:
+                entity = self._entities_by_id[entity_id]
+                _LOGGER.debug(
+                    "Received state for %s (type: %s, device_id: %s, key: %d)",
+                    entity.object_id,
+                    type(entity).__name__,
+                    state.device_id,
+                    state.key,
+                )
+
+            # If this entity is waiting for initial state
+            if entity_id in self._wait_initial_states:
+                # Remove from waiting set
+                self._wait_initial_states.discard(entity_id)
+
+                _LOGGER.debug(
+                    "Swallowed initial state for %s, %d entities remaining",
+                    self._entities_by_id[entity_id].object_id
+                    if entity_id in self._entities_by_id
+                    else entity_id,
+                    len(self._wait_initial_states),
+                )
+
+                # Check if we've now seen all entities
+                if (
+                    not self._wait_initial_states
+                    and not self._initial_states_received.done()
+                ):
+                    _LOGGER.debug("All initial states received")
+                    self._initial_states_received.set_result(True)
+
+                # Don't forward initial state to user
+                return
+
+            # Forward subsequent states to user callback
+            _LOGGER.debug("Forwarding state to user callback")
+            user_callback(state)
+
+        return wrapper
+
+    async def wait_for_initial_states(self, timeout: float = 5.0) -> None:
+        """Wait for all initial states to be received.
+
+        Args:
+            timeout: Maximum time to wait in seconds
+
+        Raises:
+            asyncio.TimeoutError: If initial states aren't received within timeout
+        """
+        await asyncio.wait_for(self._initial_states_received, timeout=timeout)

tests/integration/test_sensor_filters_ring_buffer.py

@@ -0,0 +1,151 @@
+"""Test sensor ring buffer filter functionality (window_size != send_every)."""
+
+from __future__ import annotations
+
+import asyncio
+
+from aioesphomeapi import EntityState, SensorState
+import pytest
+
+from .state_utils import InitialStateHelper, build_key_to_entity_mapping
+from .types import APIClientConnectedFactory, RunCompiledFunction
+
+
+@pytest.mark.asyncio
+async def test_sensor_filters_ring_buffer(
+    yaml_config: str,
+    run_compiled: RunCompiledFunction,
+    api_client_connected: APIClientConnectedFactory,
+) -> None:
+    """Test that ring buffer filters (window_size != send_every) work correctly."""
+    loop = asyncio.get_running_loop()
+
+    # Track state changes for each sensor
+    sensor_states: dict[str, list[float]] = {
+        "sliding_min": [],
+        "sliding_max": [],
+        "sliding_median": [],
+        "sliding_moving_avg": [],
+    }
+
+    # Futures to track when we receive expected values
+    all_updates_received = loop.create_future()
+
+    def on_state(state: EntityState) -> None:
+        """Track sensor state updates."""
+        if not isinstance(state, SensorState):
+            return
+
+        # Skip NaN values
+        if state.missing_state:
+            return
+
+        # Get the sensor name from the key mapping
+        sensor_name = key_to_sensor.get(state.key)
+        if not sensor_name or sensor_name not in sensor_states:
+            return
+
+        sensor_states[sensor_name].append(state.state)
+
+        # Check if we've received enough updates from all sensors
+        # With send_every=2, send_first_at=1, we expect 5 outputs per sensor
+        if (
+            len(sensor_states["sliding_min"]) >= 5
+            and len(sensor_states["sliding_max"]) >= 5
+            and len(sensor_states["sliding_median"]) >= 5
+            and len(sensor_states["sliding_moving_avg"]) >= 5
+            and not all_updates_received.done()
+        ):
+            all_updates_received.set_result(True)
+
+    async with (
+        run_compiled(yaml_config),
+        api_client_connected() as client,
+    ):
+        # Get entities first to build key mapping
+        entities, services = await client.list_entities_services()
+
+        # Build key-to-sensor mapping
+        key_to_sensor = build_key_to_entity_mapping(
+            entities,
+            [
+                "sliding_min",
+                "sliding_max",
+                "sliding_median",
+                "sliding_moving_avg",
+            ],
+        )
+
+        # Set up initial state helper with all entities
+        initial_state_helper = InitialStateHelper(entities)
+
+        # Subscribe to state changes with wrapper
+        client.subscribe_states(initial_state_helper.on_state_wrapper(on_state))
+
+        # Wait for initial states to be sent before pressing button
+        try:
+            await initial_state_helper.wait_for_initial_states()
+        except TimeoutError:
+            pytest.fail("Timeout waiting for initial states")
+
+        # Find the publish button
+        publish_button = next(
+            (e for e in entities if "publish_values_button" in e.object_id.lower()),
+            None,
+        )
+        assert publish_button is not None, "Publish Values Button not found"
+
+        # Press the button to publish test values
+        client.button_command(publish_button.key)
+
+        # Wait for all sensors to receive their values
+        try:
+            await asyncio.wait_for(all_updates_received, timeout=10.0)
+        except TimeoutError:
+            # Provide detailed failure info
+            pytest.fail(
+                f"Timeout waiting for updates. Received states:\n"
+                f"  min: {sensor_states['sliding_min']}\n"
+                f"  max: {sensor_states['sliding_max']}\n"
+                f"  median: {sensor_states['sliding_median']}\n"
+                f"  moving_avg: {sensor_states['sliding_moving_avg']}"
+            )
+
+        # Verify we got 5 outputs per sensor (positions 1, 3, 5, 7, 9)
+        assert len(sensor_states["sliding_min"]) == 5, (
+            f"Min sensor should have 5 values, got {len(sensor_states['sliding_min'])}: {sensor_states['sliding_min']}"
+        )
+        assert len(sensor_states["sliding_max"]) == 5
+        assert len(sensor_states["sliding_median"]) == 5
+        assert len(sensor_states["sliding_moving_avg"]) == 5
+
+        # Verify the values at each output position
+        # Position 1: window=[1]
+        assert sensor_states["sliding_min"][0] == pytest.approx(1.0)
+        assert sensor_states["sliding_max"][0] == pytest.approx(1.0)
+        assert sensor_states["sliding_median"][0] == pytest.approx(1.0)
+        assert sensor_states["sliding_moving_avg"][0] == pytest.approx(1.0)
+
+        # Position 3: window=[1,2,3]
+        assert sensor_states["sliding_min"][1] == pytest.approx(1.0)
+        assert sensor_states["sliding_max"][1] == pytest.approx(3.0)
+        assert sensor_states["sliding_median"][1] == pytest.approx(2.0)
+        assert sensor_states["sliding_moving_avg"][1] == pytest.approx(2.0)
+
+        # Position 5: window=[1,2,3,4,5]
+        assert sensor_states["sliding_min"][2] == pytest.approx(1.0)
+        assert sensor_states["sliding_max"][2] == pytest.approx(5.0)
+        assert sensor_states["sliding_median"][2] == pytest.approx(3.0)
+        assert sensor_states["sliding_moving_avg"][2] == pytest.approx(3.0)
+
+        # Position 7: window=[3,4,5,6,7] (ring buffer wrapped)
+        assert sensor_states["sliding_min"][3] == pytest.approx(3.0)
+        assert sensor_states["sliding_max"][3] == pytest.approx(7.0)
+        assert sensor_states["sliding_median"][3] == pytest.approx(5.0)
+        assert sensor_states["sliding_moving_avg"][3] == pytest.approx(5.0)
+
+        # Position 9: window=[5,6,7,8,9] (ring buffer wrapped)
+        assert sensor_states["sliding_min"][4] == pytest.approx(5.0)
+        assert sensor_states["sliding_max"][4] == pytest.approx(9.0)
+        assert sensor_states["sliding_median"][4] == pytest.approx(7.0)
+        assert sensor_states["sliding_moving_avg"][4] == pytest.approx(7.0)

tests/integration/test_sensor_filters_sliding_window.py

@@ -0,0 +1,395 @@
+"""Test sensor sliding window filter functionality."""
+
+from __future__ import annotations
+
+import asyncio
+
+from aioesphomeapi import EntityState, SensorState
+import pytest
+
+from .state_utils import InitialStateHelper, build_key_to_entity_mapping
+from .types import APIClientConnectedFactory, RunCompiledFunction
+
+
+@pytest.mark.asyncio
+async def test_sensor_filters_sliding_window(
+    yaml_config: str,
+    run_compiled: RunCompiledFunction,
+    api_client_connected: APIClientConnectedFactory,
+) -> None:
+    """Test that sliding window filters (min, max, median, quantile, moving_average) work correctly."""
+    loop = asyncio.get_running_loop()
+
+    # Track state changes for each sensor
+    sensor_states: dict[str, list[float]] = {
+        "min_sensor": [],
+        "max_sensor": [],
+        "median_sensor": [],
+        "quantile_sensor": [],
+        "moving_avg_sensor": [],
+    }
+
+    # Futures to track when we receive expected values
+    min_received = loop.create_future()
+    max_received = loop.create_future()
+    median_received = loop.create_future()
+    quantile_received = loop.create_future()
+    moving_avg_received = loop.create_future()
+
+    def on_state(state: EntityState) -> None:
+        """Track sensor state updates."""
+        if not isinstance(state, SensorState):
+            return
+
+        # Skip NaN values
+        if state.missing_state:
+            return
+
+        # Get the sensor name from the key mapping
+        sensor_name = key_to_sensor.get(state.key)
+        if not sensor_name or sensor_name not in sensor_states:
+            return
+
+        sensor_states[sensor_name].append(state.state)
+
+        # Check if we received the expected final value
+        # After publishing 10 values [1.0, 2.0, ..., 10.0], the window has the last 5: [2, 3, 4, 5, 6]
+        # Filters send at position 1 and position 6 (send_every=5 means every 5th value after first)
+        if (
+            sensor_name == "min_sensor"
+            and state.state == pytest.approx(2.0)
+            and not min_received.done()
+        ):
+            min_received.set_result(True)
+        elif (
+            sensor_name == "max_sensor"
+            and state.state == pytest.approx(6.0)
+            and not max_received.done()
+        ):
+            max_received.set_result(True)
+        elif (
+            sensor_name == "median_sensor"
+            and state.state == pytest.approx(4.0)
+            and not median_received.done()
+        ):
+            # Median of [2, 3, 4, 5, 6] = 4
+            median_received.set_result(True)
+        elif (
+            sensor_name == "quantile_sensor"
+            and state.state == pytest.approx(6.0)
+            and not quantile_received.done()
+        ):
+            # 90th percentile of [2, 3, 4, 5, 6] = 6
+            quantile_received.set_result(True)
+        elif (
+            sensor_name == "moving_avg_sensor"
+            and state.state == pytest.approx(4.0)
+            and not moving_avg_received.done()
+        ):
+            # Average of [2, 3, 4, 5, 6] = 4
+            moving_avg_received.set_result(True)
+
+    async with (
+        run_compiled(yaml_config),
+        api_client_connected() as client,
+    ):
+        # Get entities first to build key mapping
+        entities, services = await client.list_entities_services()
+
+        # Build key-to-sensor mapping
+        key_to_sensor = build_key_to_entity_mapping(
+            entities,
+            [
+                "min_sensor",
+                "max_sensor",
+                "median_sensor",
+                "quantile_sensor",
+                "moving_avg_sensor",
+            ],
+        )
+
+        # Set up initial state helper with all entities
+        initial_state_helper = InitialStateHelper(entities)
+
+        # Subscribe to state changes with wrapper
+        client.subscribe_states(initial_state_helper.on_state_wrapper(on_state))
+
+        # Wait for initial states to be sent before pressing button
+        try:
+            await initial_state_helper.wait_for_initial_states()
+        except TimeoutError:
+            pytest.fail("Timeout waiting for initial states")
+
+        # Find the publish button
+        publish_button = next(
+            (e for e in entities if "publish_values_button" in e.object_id.lower()),
+            None,
+        )
+        assert publish_button is not None, "Publish Values Button not found"
+
+        # Press the button to publish test values
+        client.button_command(publish_button.key)
+
+        # Wait for all sensors to receive their final values
+        try:
+            await asyncio.wait_for(
+                asyncio.gather(
+                    min_received,
+                    max_received,
+                    median_received,
+                    quantile_received,
+                    moving_avg_received,
+                ),
+                timeout=10.0,
+            )
+        except TimeoutError:
+            # Provide detailed failure info
+            pytest.fail(
+                f"Timeout waiting for expected values. Received states:\n"
+                f"  min: {sensor_states['min_sensor']}\n"
+                f"  max: {sensor_states['max_sensor']}\n"
+                f"  median: {sensor_states['median_sensor']}\n"
+                f"  quantile: {sensor_states['quantile_sensor']}\n"
+                f"  moving_avg: {sensor_states['moving_avg_sensor']}"
+            )
+
+        # Verify we got the expected values
+        # With batch_delay: 0ms, we should receive all outputs
+        # Filters output at positions 1 and 6 (send_every: 5)
+        assert len(sensor_states["min_sensor"]) == 2, (
+            f"Min sensor should have 2 values, got {len(sensor_states['min_sensor'])}: {sensor_states['min_sensor']}"
+        )
+        assert len(sensor_states["max_sensor"]) == 2, (
+            f"Max sensor should have 2 values, got {len(sensor_states['max_sensor'])}: {sensor_states['max_sensor']}"
+        )
+        assert len(sensor_states["median_sensor"]) == 2
+        assert len(sensor_states["quantile_sensor"]) == 2
+        assert len(sensor_states["moving_avg_sensor"]) == 2
+
+        # Verify the first output (after 1 value: [1])
+        assert sensor_states["min_sensor"][0] == pytest.approx(1.0), (
+            f"First min should be 1.0, got {sensor_states['min_sensor'][0]}"
+        )
+        assert sensor_states["max_sensor"][0] == pytest.approx(1.0), (
+            f"First max should be 1.0, got {sensor_states['max_sensor'][0]}"
+        )
+        assert sensor_states["median_sensor"][0] == pytest.approx(1.0), (
+            f"First median should be 1.0, got {sensor_states['median_sensor'][0]}"
+        )
+        assert sensor_states["moving_avg_sensor"][0] == pytest.approx(1.0), (
+            f"First moving avg should be 1.0, got {sensor_states['moving_avg_sensor'][0]}"
+        )
+
+        # Verify the second output (after 6 values, window has [2, 3, 4, 5, 6])
+        assert sensor_states["min_sensor"][1] == pytest.approx(2.0), (
+            f"Second min should be 2.0, got {sensor_states['min_sensor'][1]}"
+        )
+        assert sensor_states["max_sensor"][1] == pytest.approx(6.0), (
+            f"Second max should be 6.0, got {sensor_states['max_sensor'][1]}"
+        )
+        assert sensor_states["median_sensor"][1] == pytest.approx(4.0), (
+            f"Second median should be 4.0, got {sensor_states['median_sensor'][1]}"
+        )
+        assert sensor_states["moving_avg_sensor"][1] == pytest.approx(4.0), (
+            f"Second moving avg should be 4.0, got {sensor_states['moving_avg_sensor'][1]}"
+        )
+
+
+@pytest.mark.asyncio
+async def test_sensor_filters_nan_handling(
+    yaml_config: str,
+    run_compiled: RunCompiledFunction,
+    api_client_connected: APIClientConnectedFactory,
+) -> None:
+    """Test that sliding window filters handle NaN values correctly."""
+    loop = asyncio.get_running_loop()
+
+    # Track states
+    min_states: list[float] = []
+    max_states: list[float] = []
+
+    # Future to track completion
+    filters_completed = loop.create_future()
+
+    def on_state(state: EntityState) -> None:
+        """Track sensor state updates."""
+        if not isinstance(state, SensorState):
+            return
+
+        # Skip NaN values
+        if state.missing_state:
+            return
+
+        sensor_name = key_to_sensor.get(state.key)
+
+        if sensor_name == "min_nan":
+            min_states.append(state.state)
+        elif sensor_name == "max_nan":
+            max_states.append(state.state)
+
+        # Check if both have received their final values
+        # With batch_delay: 0ms, we should receive 2 outputs each
+        if (
+            len(min_states) >= 2
+            and len(max_states) >= 2
+            and not filters_completed.done()
+        ):
+            filters_completed.set_result(True)
+
+    async with (
+        run_compiled(yaml_config),
+        api_client_connected() as client,
+    ):
+        # Get entities first to build key mapping
+        entities, services = await client.list_entities_services()
+
+        # Build key-to-sensor mapping
+        key_to_sensor = build_key_to_entity_mapping(entities, ["min_nan", "max_nan"])
+
+        # Set up initial state helper with all entities
+        initial_state_helper = InitialStateHelper(entities)
+
+        # Subscribe to state changes with wrapper
+        client.subscribe_states(initial_state_helper.on_state_wrapper(on_state))
+
+        # Wait for initial states
+        try:
+            await initial_state_helper.wait_for_initial_states()
+        except TimeoutError:
+            pytest.fail("Timeout waiting for initial states")
+
+        # Find the publish button
+        publish_button = next(
+            (e for e in entities if "publish_nan_values_button" in e.object_id.lower()),
+            None,
+        )
+        assert publish_button is not None, "Publish NaN Values Button not found"
+
+        # Press the button
+        client.button_command(publish_button.key)
+
+        # Wait for filters to process
+        try:
+            await asyncio.wait_for(filters_completed, timeout=10.0)
+        except TimeoutError:
+            pytest.fail(
+                f"Timeout waiting for NaN handling. Received:\n"
+                f"  min_states: {min_states}\n"
+                f"  max_states: {max_states}"
+            )
+
+        # Verify NaN values were ignored
+        # With batch_delay: 0ms, we should receive both outputs (at positions 1 and 6)
+        # Position 1: window=[10], min=10, max=10
+        # Position 6: window=[NaN, 5, NaN, 15, 8], ignoring NaN -> [5, 15, 8], min=5, max=15
+        assert len(min_states) == 2, (
+            f"Should have 2 min states, got {len(min_states)}: {min_states}"
+        )
+        assert len(max_states) == 2, (
+            f"Should have 2 max states, got {len(max_states)}: {max_states}"
+        )
+
+        # First output
+        assert min_states[0] == pytest.approx(10.0), (
+            f"First min should be 10.0, got {min_states[0]}"
+        )
+        assert max_states[0] == pytest.approx(10.0), (
+            f"First max should be 10.0, got {max_states[0]}"
+        )
+
+        # Second output - verify NaN values were ignored
+        assert min_states[1] == pytest.approx(5.0), (
+            f"Second min should ignore NaN and return 5.0, got {min_states[1]}"
+        )
+        assert max_states[1] == pytest.approx(15.0), (
+            f"Second max should ignore NaN and return 15.0, got {max_states[1]}"
+        )
+
+
+@pytest.mark.asyncio
+async def test_sensor_filters_ring_buffer_wraparound(
+    yaml_config: str,
+    run_compiled: RunCompiledFunction,
+    api_client_connected: APIClientConnectedFactory,
+) -> None:
+    """Test that ring buffer correctly wraps around when window fills up."""
+    loop = asyncio.get_running_loop()
+
+    min_states: list[float] = []
+
+    test_completed = loop.create_future()
+
+    def on_state(state: EntityState) -> None:
+        """Track min sensor states."""
+        if not isinstance(state, SensorState):
+            return
+
+        # Skip NaN values
+        if state.missing_state:
+            return
+
+        sensor_name = key_to_sensor.get(state.key)
+
+        if sensor_name == "wraparound_min":
+            min_states.append(state.state)
+            # With batch_delay: 0ms, we should receive all 3 outputs
+            if len(min_states) >= 3 and not test_completed.done():
+                test_completed.set_result(True)
+
+    async with (
+        run_compiled(yaml_config),
+        api_client_connected() as client,
+    ):
+        # Get entities first to build key mapping
+        entities, services = await client.list_entities_services()
+
+        # Build key-to-sensor mapping
+        key_to_sensor = build_key_to_entity_mapping(entities, ["wraparound_min"])
+
+        # Set up initial state helper with all entities
+        initial_state_helper = InitialStateHelper(entities)
+
+        # Subscribe to state changes with wrapper
+        client.subscribe_states(initial_state_helper.on_state_wrapper(on_state))
+
+        # Wait for initial state
+        try:
+            await initial_state_helper.wait_for_initial_states()
+        except TimeoutError:
+            pytest.fail("Timeout waiting for initial state")
+
+        # Find the publish button
+        publish_button = next(
+            (e for e in entities if "publish_wraparound_button" in e.object_id.lower()),
+            None,
+        )
+        assert publish_button is not None, "Publish Wraparound Button not found"
+
+        # Press the button
+        # Will publish: 10, 20, 30, 5, 25, 15, 40, 35, 20
+        client.button_command(publish_button.key)
+
+        # Wait for completion
+        try:
+            await asyncio.wait_for(test_completed, timeout=10.0)
+        except TimeoutError:
+            pytest.fail(f"Timeout waiting for wraparound test. Received: {min_states}")
+
+        # Verify outputs
+        # With window_size=3, send_every=3, we get outputs at positions 1, 4, 7
+        # Position 1: window=[10], min=10
+        # Position 4: window=[20, 30, 5], min=5
+        # Position 7: window=[15, 40, 35], min=15
+        # With batch_delay: 0ms, we should receive all 3 outputs
+        assert len(min_states) == 3, (
+            f"Should have 3 states, got {len(min_states)}: {min_states}"
+        )
+        assert min_states[0] == pytest.approx(10.0), (
+            f"First min should be 10.0, got {min_states[0]}"
+        )
+        assert min_states[1] == pytest.approx(5.0), (
+            f"Second min should be 5.0, got {min_states[1]}"
+        )
+        assert min_states[2] == pytest.approx(15.0), (
+            f"Third min should be 15.0, got {min_states[2]}"
+        )

tests/script/test_determine_jobs.py

@@ -17,6 +17,9 @@ script_dir = os.path.abspath(
 )
 sys.path.insert(0, script_dir)
 
+# Import helpers module for patching
+import helpers  # noqa: E402
+
 spec = importlib.util.spec_from_file_location(
     "determine_jobs", os.path.join(script_dir, "determine-jobs.py")
 )
@@ -59,15 +62,29 @@ def mock_subprocess_run() -> Generator[Mock, None, None]:
         yield mock
 
 
+@pytest.fixture
+def mock_changed_files() -> Generator[Mock, None, None]:
+    """Mock changed_files for memory impact detection."""
+    with patch.object(determine_jobs, "changed_files") as mock:
+        # Default to empty list
+        mock.return_value = []
+        yield mock
+
+
 def test_main_all_tests_should_run(
     mock_should_run_integration_tests: Mock,
     mock_should_run_clang_tidy: Mock,
     mock_should_run_clang_format: Mock,
     mock_should_run_python_linters: Mock,
     mock_subprocess_run: Mock,
+    mock_changed_files: Mock,
     capsys: pytest.CaptureFixture[str],
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     """Test when all tests should run."""
+    # Ensure we're not in GITHUB_ACTIONS mode for this test
+    monkeypatch.delenv("GITHUB_ACTIONS", raising=False)
+
     mock_should_run_integration_tests.return_value = True
     mock_should_run_clang_tidy.return_value = True
     mock_should_run_clang_format.return_value = True
@@ -100,6 +117,9 @@ def test_main_all_tests_should_run(
     assert output["component_test_count"] == len(
         output["changed_components_with_tests"]
     )
+    # memory_impact should be present
+    assert "memory_impact" in output
+    assert output["memory_impact"]["should_run"] == "false"  # No files changed
 
 
 def test_main_no_tests_should_run(
@@ -108,9 +128,14 @@ def test_main_no_tests_should_run(
     mock_should_run_clang_format: Mock,
     mock_should_run_python_linters: Mock,
     mock_subprocess_run: Mock,
+    mock_changed_files: Mock,
     capsys: pytest.CaptureFixture[str],
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     """Test when no tests should run."""
+    # Ensure we're not in GITHUB_ACTIONS mode for this test
+    monkeypatch.delenv("GITHUB_ACTIONS", raising=False)
+
     mock_should_run_integration_tests.return_value = False
     mock_should_run_clang_tidy.return_value = False
     mock_should_run_clang_format.return_value = False
@@ -136,6 +161,9 @@ def test_main_no_tests_should_run(
     assert output["changed_components"] == []
     assert output["changed_components_with_tests"] == []
     assert output["component_test_count"] == 0
+    # memory_impact should be present
+    assert "memory_impact" in output
+    assert output["memory_impact"]["should_run"] == "false"
 
 
 def test_main_list_components_fails(
@@ -169,9 +197,14 @@ def test_main_with_branch_argument(
     mock_should_run_clang_format: Mock,
     mock_should_run_python_linters: Mock,
     mock_subprocess_run: Mock,
+    mock_changed_files: Mock,
     capsys: pytest.CaptureFixture[str],
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     """Test with branch argument."""
+    # Ensure we're not in GITHUB_ACTIONS mode for this test
+    monkeypatch.delenv("GITHUB_ACTIONS", raising=False)
+
     mock_should_run_integration_tests.return_value = False
     mock_should_run_clang_tidy.return_value = True
     mock_should_run_clang_format.return_value = False
@@ -216,6 +249,9 @@ def test_main_with_branch_argument(
     assert output["component_test_count"] == len(
         output["changed_components_with_tests"]
     )
+    # memory_impact should be present
+    assert "memory_impact" in output
+    assert output["memory_impact"]["should_run"] == "false"
 
 
 def test_should_run_integration_tests(
@@ -403,10 +439,15 @@ def test_main_filters_components_without_tests(
     mock_should_run_clang_format: Mock,
     mock_should_run_python_linters: Mock,
     mock_subprocess_run: Mock,
+    mock_changed_files: Mock,
     capsys: pytest.CaptureFixture[str],
     tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     """Test that components without test files are filtered out."""
+    # Ensure we're not in GITHUB_ACTIONS mode for this test
+    monkeypatch.delenv("GITHUB_ACTIONS", raising=False)
+
     mock_should_run_integration_tests.return_value = False
     mock_should_run_clang_tidy.return_value = False
     mock_should_run_clang_format.return_value = False
@@ -440,9 +481,10 @@ def test_main_filters_components_without_tests(
     airthings_dir = tests_dir / "airthings_ble"
     airthings_dir.mkdir(parents=True)
 
-    # Mock root_path to use tmp_path
+    # Mock root_path to use tmp_path (need to patch both determine_jobs and helpers)
     with (
         patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
         patch("sys.argv", ["determine-jobs.py"]),
     ):
         # Clear the cache since we're mocking root_path
@@ -459,3 +501,188 @@ def test_main_filters_components_without_tests(
     assert set(output["changed_components_with_tests"]) == {"wifi", "sensor"}
     # component_test_count should be based on components with tests
     assert output["component_test_count"] == 2
+    # memory_impact should be present
+    assert "memory_impact" in output
+    assert output["memory_impact"]["should_run"] == "false"
+
+
+# Tests for detect_memory_impact_config function
+
+
+def test_detect_memory_impact_config_with_common_platform(tmp_path: Path) -> None:
+    """Test memory impact detection when components share a common platform."""
+    # Create test directory structure
+    tests_dir = tmp_path / "tests" / "components"
+
+    # wifi component with esp32-idf test
+    wifi_dir = tests_dir / "wifi"
+    wifi_dir.mkdir(parents=True)
+    (wifi_dir / "test.esp32-idf.yaml").write_text("test: wifi")
+
+    # api component with esp32-idf test
+    api_dir = tests_dir / "api"
+    api_dir.mkdir(parents=True)
+    (api_dir / "test.esp32-idf.yaml").write_text("test: api")
+
+    # Mock changed_files to return wifi and api component changes
+    with (
+        patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
+        patch.object(determine_jobs, "changed_files") as mock_changed_files,
+    ):
+        mock_changed_files.return_value = [
+            "esphome/components/wifi/wifi.cpp",
+            "esphome/components/api/api.cpp",
+        ]
+        determine_jobs._component_has_tests.cache_clear()
+
+        result = determine_jobs.detect_memory_impact_config()
+
+    assert result["should_run"] == "true"
+    assert set(result["components"]) == {"wifi", "api"}
+    assert result["platform"] == "esp32-idf"  # Common platform
+    assert result["use_merged_config"] == "true"
+
+
+def test_detect_memory_impact_config_core_only_changes(tmp_path: Path) -> None:
+    """Test memory impact detection with core-only changes (no component changes)."""
+    # Create test directory structure with fallback component
+    tests_dir = tmp_path / "tests" / "components"
+
+    # api component (fallback component) with esp32-idf test
+    api_dir = tests_dir / "api"
+    api_dir.mkdir(parents=True)
+    (api_dir / "test.esp32-idf.yaml").write_text("test: api")
+
+    # Mock changed_files to return only core files (no component files)
+    with (
+        patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
+        patch.object(determine_jobs, "changed_files") as mock_changed_files,
+    ):
+        mock_changed_files.return_value = [
+            "esphome/core/application.cpp",
+            "esphome/core/component.h",
+        ]
+        determine_jobs._component_has_tests.cache_clear()
+
+        result = determine_jobs.detect_memory_impact_config()
+
+    assert result["should_run"] == "true"
+    assert result["components"] == ["api"]  # Fallback component
+    assert result["platform"] == "esp32-idf"  # Fallback platform
+    assert result["use_merged_config"] == "true"
+
+
+def test_detect_memory_impact_config_no_common_platform(tmp_path: Path) -> None:
+    """Test memory impact detection when components have no common platform."""
+    # Create test directory structure
+    tests_dir = tmp_path / "tests" / "components"
+
+    # wifi component only has esp32-idf test
+    wifi_dir = tests_dir / "wifi"
+    wifi_dir.mkdir(parents=True)
+    (wifi_dir / "test.esp32-idf.yaml").write_text("test: wifi")
+
+    # logger component only has esp8266-ard test
+    logger_dir = tests_dir / "logger"
+    logger_dir.mkdir(parents=True)
+    (logger_dir / "test.esp8266-ard.yaml").write_text("test: logger")
+
+    # Mock changed_files to return both components
+    with (
+        patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
+        patch.object(determine_jobs, "changed_files") as mock_changed_files,
+    ):
+        mock_changed_files.return_value = [
+            "esphome/components/wifi/wifi.cpp",
+            "esphome/components/logger/logger.cpp",
+        ]
+        determine_jobs._component_has_tests.cache_clear()
+
+        result = determine_jobs.detect_memory_impact_config()
+
+    # Should pick the most frequently supported platform
+    assert result["should_run"] == "true"
+    assert set(result["components"]) == {"wifi", "logger"}
+    # When no common platform, picks most commonly supported
+    # esp8266-ard is preferred over esp32-idf in the preference list
+    assert result["platform"] in ["esp32-idf", "esp8266-ard"]
+    assert result["use_merged_config"] == "true"
+
+
+def test_detect_memory_impact_config_no_changes(tmp_path: Path) -> None:
+    """Test memory impact detection when no files changed."""
+    # Mock changed_files to return empty list
+    with (
+        patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
+        patch.object(determine_jobs, "changed_files") as mock_changed_files,
+    ):
+        mock_changed_files.return_value = []
+        determine_jobs._component_has_tests.cache_clear()
+
+        result = determine_jobs.detect_memory_impact_config()
+
+    assert result["should_run"] == "false"
+
+
+def test_detect_memory_impact_config_no_components_with_tests(tmp_path: Path) -> None:
+    """Test memory impact detection when changed components have no tests."""
+    # Create test directory structure
+    tests_dir = tmp_path / "tests" / "components"
+
+    # Create component directory but no test files
+    custom_component_dir = tests_dir / "my_custom_component"
+    custom_component_dir.mkdir(parents=True)
+
+    # Mock changed_files to return component without tests
+    with (
+        patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
+        patch.object(determine_jobs, "changed_files") as mock_changed_files,
+    ):
+        mock_changed_files.return_value = [
+            "esphome/components/my_custom_component/component.cpp",
+        ]
+        determine_jobs._component_has_tests.cache_clear()
+
+        result = determine_jobs.detect_memory_impact_config()
+
+    assert result["should_run"] == "false"
+
+
+def test_detect_memory_impact_config_skips_base_bus_components(tmp_path: Path) -> None:
+    """Test that base bus components (i2c, spi, uart) are skipped."""
+    # Create test directory structure
+    tests_dir = tmp_path / "tests" / "components"
+
+    # i2c component (should be skipped as it's a base bus component)
+    i2c_dir = tests_dir / "i2c"
+    i2c_dir.mkdir(parents=True)
+    (i2c_dir / "test.esp32-idf.yaml").write_text("test: i2c")
+
+    # wifi component (should not be skipped)
+    wifi_dir = tests_dir / "wifi"
+    wifi_dir.mkdir(parents=True)
+    (wifi_dir / "test.esp32-idf.yaml").write_text("test: wifi")
+
+    # Mock changed_files to return both i2c and wifi
+    with (
+        patch.object(determine_jobs, "root_path", str(tmp_path)),
+        patch.object(helpers, "root_path", str(tmp_path)),
+        patch.object(determine_jobs, "changed_files") as mock_changed_files,
+    ):
+        mock_changed_files.return_value = [
+            "esphome/components/i2c/i2c.cpp",
+            "esphome/components/wifi/wifi.cpp",
+        ]
+        determine_jobs._component_has_tests.cache_clear()
+
+        result = determine_jobs.detect_memory_impact_config()
+
+    # Should only include wifi, not i2c
+    assert result["should_run"] == "true"
+    assert result["components"] == ["wifi"]
+    assert "i2c" not in result["components"]

tests/unit_tests/test_platformio_api.py

@@ -387,6 +387,42 @@ def test_idedata_addr2line_path_unix(setup_core: Path) -> None:
     assert result == "/usr/bin/addr2line"
 
 
+def test_idedata_objdump_path_windows(setup_core: Path) -> None:
+    """Test IDEData.objdump_path on Windows."""
+    raw_data = {"prog_path": "/path/to/firmware.elf", "cc_path": "C:\\tools\\gcc.exe"}
+    idedata = platformio_api.IDEData(raw_data)
+
+    result = idedata.objdump_path
+    assert result == "C:\\tools\\objdump.exe"
+
+
+def test_idedata_objdump_path_unix(setup_core: Path) -> None:
+    """Test IDEData.objdump_path on Unix."""
+    raw_data = {"prog_path": "/path/to/firmware.elf", "cc_path": "/usr/bin/gcc"}
+    idedata = platformio_api.IDEData(raw_data)
+
+    result = idedata.objdump_path
+    assert result == "/usr/bin/objdump"
+
+
+def test_idedata_readelf_path_windows(setup_core: Path) -> None:
+    """Test IDEData.readelf_path on Windows."""
+    raw_data = {"prog_path": "/path/to/firmware.elf", "cc_path": "C:\\tools\\gcc.exe"}
+    idedata = platformio_api.IDEData(raw_data)
+
+    result = idedata.readelf_path
+    assert result == "C:\\tools\\readelf.exe"
+
+
+def test_idedata_readelf_path_unix(setup_core: Path) -> None:
+    """Test IDEData.readelf_path on Unix."""
+    raw_data = {"prog_path": "/path/to/firmware.elf", "cc_path": "/usr/bin/gcc"}
+    idedata = platformio_api.IDEData(raw_data)
+
+    result = idedata.readelf_path
+    assert result == "/usr/bin/readelf"
+
+
 def test_patch_structhash(setup_core: Path) -> None:
     """Test patch_structhash monkey patches platformio functions."""
     # Create simple namespace objects to act as modules