diff --git a/esphome/components/esp32/__init__.py b/esphome/components/esp32/__init__.py
index 1effea708f..0a5dd46478 100644
--- a/esphome/components/esp32/__init__.py
+++ b/esphome/components/esp32/__init__.py
@@ -1,11 +1,12 @@
 from dataclasses import dataclass
-from typing import Union, Optional
-from pathlib import Path
 import logging
 import os
-import esphome.final_validate as fv
+from pathlib import Path
+from typing import Optional, Union
 
-from esphome.helpers import copy_file_if_changed, write_file_if_changed, mkdir_p
+from esphome import git
+import esphome.codegen as cg
+import esphome.config_validation as cv
 from esphome.const import (
     CONF_ADVANCED,
     CONF_BOARD,
@@ -15,6 +16,7 @@ from esphome.const import (
     CONF_IGNORE_EFUSE_MAC_CRC,
     CONF_NAME,
     CONF_PATH,
+    CONF_PLATFORM_VERSION,
     CONF_PLATFORMIO_OPTIONS,
     CONF_REF,
     CONF_REFRESH,
@@ -32,13 +34,12 @@ from esphome.const import (
     TYPE_GIT,
     TYPE_LOCAL,
     __version__,
-    CONF_PLATFORM_VERSION,
 )
 from esphome.core import CORE, HexInt, TimePeriod
-import esphome.config_validation as cv
-import esphome.codegen as cg
-from esphome import git
+import esphome.final_validate as fv
+from esphome.helpers import copy_file_if_changed, mkdir_p, write_file_if_changed
 
+from .boards import BOARDS
 from .const import (  # noqa
     KEY_BOARD,
     KEY_COMPONENTS,
@@ -54,12 +55,10 @@ from .const import (  # noqa
     VARIANT_FRIENDLY,
     VARIANTS,
 )
-from .boards import BOARDS
 
 # force import gpio to register pin schema
 from .gpio import esp32_pin_to_code  # noqa
 
-
 _LOGGER = logging.getLogger(__name__)
 CODEOWNERS = ["@esphome/core"]
 AUTO_LOAD = ["preferences"]
diff --git a/esphome/components/esp32/boards.py b/esphome/components/esp32/boards.py
index cd85f3da97..60abcd447c 100644
--- a/esphome/components/esp32/boards.py
+++ b/esphome/components/esp32/boards.py
@@ -1,4 +1,4 @@
-from .const import VARIANT_ESP32, VARIANT_ESP32S2, VARIANT_ESP32C3, VARIANT_ESP32S3
+from .const import VARIANT_ESP32, VARIANT_ESP32C3, VARIANT_ESP32S2, VARIANT_ESP32S3
 
 ESP32_BASE_PINS = {
     "TX": 1,
diff --git a/esphome/components/esp32/gpio.py b/esphome/components/esp32/gpio.py
index 0d9cb5daf0..558ff51af8 100644
--- a/esphome/components/esp32/gpio.py
+++ b/esphome/components/esp32/gpio.py
@@ -1,22 +1,22 @@
 from dataclasses import dataclass
-from typing import Any
 import logging
+from typing import Any
 
+from esphome import pins
+import esphome.codegen as cg
+import esphome.config_validation as cv
 from esphome.const import (
     CONF_ID,
+    CONF_IGNORE_PIN_VALIDATION_ERROR,
+    CONF_IGNORE_STRAPPING_WARNING,
     CONF_INVERTED,
     CONF_MODE,
     CONF_NUMBER,
     CONF_OPEN_DRAIN,
     CONF_OUTPUT,
-    CONF_IGNORE_PIN_VALIDATION_ERROR,
-    CONF_IGNORE_STRAPPING_WARNING,
     PLATFORM_ESP32,
 )
-from esphome import pins
 from esphome.core import CORE
-import esphome.config_validation as cv
-import esphome.codegen as cg
 
 from . import boards
 from .const import (
@@ -24,22 +24,21 @@ from .const import (
     KEY_ESP32,
     KEY_VARIANT,
     VARIANT_ESP32,
-    VARIANT_ESP32C3,
-    VARIANT_ESP32S2,
-    VARIANT_ESP32S3,
     VARIANT_ESP32C2,
+    VARIANT_ESP32C3,
     VARIANT_ESP32C6,
     VARIANT_ESP32H2,
+    VARIANT_ESP32S2,
+    VARIANT_ESP32S3,
     esp32_ns,
 )
-
 from .gpio_esp32 import esp32_validate_gpio_pin, esp32_validate_supports
-from .gpio_esp32_s2 import esp32_s2_validate_gpio_pin, esp32_s2_validate_supports
-from .gpio_esp32_c3 import esp32_c3_validate_gpio_pin, esp32_c3_validate_supports
-from .gpio_esp32_s3 import esp32_s3_validate_gpio_pin, esp32_s3_validate_supports
 from .gpio_esp32_c2 import esp32_c2_validate_gpio_pin, esp32_c2_validate_supports
+from .gpio_esp32_c3 import esp32_c3_validate_gpio_pin, esp32_c3_validate_supports
 from .gpio_esp32_c6 import esp32_c6_validate_gpio_pin, esp32_c6_validate_supports
 from .gpio_esp32_h2 import esp32_h2_validate_gpio_pin, esp32_h2_validate_supports
+from .gpio_esp32_s2 import esp32_s2_validate_gpio_pin, esp32_s2_validate_supports
+from .gpio_esp32_s3 import esp32_s3_validate_gpio_pin, esp32_s3_validate_supports
 
 ESP32InternalGPIOPin = esp32_ns.class_("ESP32InternalGPIOPin", cg.InternalGPIOPin)
 
diff --git a/esphome/components/esp32/gpio_esp32.py b/esphome/components/esp32/gpio_esp32.py
index d10b266c7a..e4d3b6aaf3 100644
--- a/esphome/components/esp32/gpio_esp32.py
+++ b/esphome/components/esp32/gpio_esp32.py
@@ -1,5 +1,6 @@
 import logging
 
+import esphome.config_validation as cv
 from esphome.const import (
     CONF_INPUT,
     CONF_MODE,
@@ -8,10 +9,8 @@ from esphome.const import (
     CONF_PULLDOWN,
     CONF_PULLUP,
 )
-import esphome.config_validation as cv
 from esphome.pins import check_strapping_pin
 
-
 _ESP_SDIO_PINS = {
     6: "Flash Clock",
     7: "Flash Data 0",
diff --git a/esphome/components/esp32/gpio_esp32_c2.py b/esphome/components/esp32/gpio_esp32_c2.py
index 0bee7d82bf..abdcb1b655 100644
--- a/esphome/components/esp32/gpio_esp32_c2.py
+++ b/esphome/components/esp32/gpio_esp32_c2.py
@@ -1,10 +1,9 @@
 import logging
 
+import esphome.config_validation as cv
 from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
 from esphome.pins import check_strapping_pin
 
-import esphome.config_validation as cv
-
 _ESP32C2_STRAPPING_PINS = {8, 9}
 
 _LOGGER = logging.getLogger(__name__)
diff --git a/esphome/components/esp32/gpio_esp32_c3.py b/esphome/components/esp32/gpio_esp32_c3.py
index 6c70c09f9e..5b9ec0ebd9 100644
--- a/esphome/components/esp32/gpio_esp32_c3.py
+++ b/esphome/components/esp32/gpio_esp32_c3.py
@@ -1,11 +1,7 @@
 import logging
 
-from esphome.const import (
-    CONF_INPUT,
-    CONF_MODE,
-    CONF_NUMBER,
-)
 import esphome.config_validation as cv
+from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
 from esphome.pins import check_strapping_pin
 
 _ESP32C3_SPI_PSRAM_PINS = {
diff --git a/esphome/components/esp32/gpio_esp32_c6.py b/esphome/components/esp32/gpio_esp32_c6.py
index a1f777c625..bc735f85c4 100644
--- a/esphome/components/esp32/gpio_esp32_c6.py
+++ b/esphome/components/esp32/gpio_esp32_c6.py
@@ -1,8 +1,7 @@
 import logging
 
-from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
-
 import esphome.config_validation as cv
+from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
 from esphome.pins import check_strapping_pin
 
 _ESP32C6_SPI_PSRAM_PINS = {
diff --git a/esphome/components/esp32/gpio_esp32_h2.py b/esphome/components/esp32/gpio_esp32_h2.py
index d18ee8a2a6..7413bf4db5 100644
--- a/esphome/components/esp32/gpio_esp32_h2.py
+++ b/esphome/components/esp32/gpio_esp32_h2.py
@@ -1,8 +1,7 @@
 import logging
 
-from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
-
 import esphome.config_validation as cv
+from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
 
 _ESP32H2_SPI_FLASH_PINS = {6, 7, 15, 16, 17, 18, 19, 20, 21}
 
diff --git a/esphome/components/esp32/gpio_esp32_s2.py b/esphome/components/esp32/gpio_esp32_s2.py
index 82449532ec..331aeb9d94 100644
--- a/esphome/components/esp32/gpio_esp32_s2.py
+++ b/esphome/components/esp32/gpio_esp32_s2.py
@@ -1,5 +1,6 @@
 import logging
 
+import esphome.config_validation as cv
 from esphome.const import (
     CONF_INPUT,
     CONF_MODE,
@@ -8,8 +9,6 @@ from esphome.const import (
     CONF_PULLDOWN,
     CONF_PULLUP,
 )
-
-import esphome.config_validation as cv
 from esphome.pins import check_strapping_pin
 
 _ESP32S2_SPI_PSRAM_PINS = {
diff --git a/esphome/components/esp32/gpio_esp32_s3.py b/esphome/components/esp32/gpio_esp32_s3.py
index 8dcbf8c7bb..7120504693 100644
--- a/esphome/components/esp32/gpio_esp32_s3.py
+++ b/esphome/components/esp32/gpio_esp32_s3.py
@@ -1,12 +1,7 @@
 import logging
 
-from esphome.const import (
-    CONF_INPUT,
-    CONF_MODE,
-    CONF_NUMBER,
-)
-
 import esphome.config_validation as cv
+from esphome.const import CONF_INPUT, CONF_MODE, CONF_NUMBER
 from esphome.pins import check_strapping_pin
 
 _ESP_32S3_SPI_PSRAM_PINS = {