[esp32] Fix idedata generation failing on unset ESPHOME_ARDUINO (#16925)

platformio.ini

@@ -141,7 +141,10 @@ extra_scripts = post:esphome/components/esp8266/post_build.py.script
 ; This are common settings for the ESP32 (all variants) using Arduino.
 [common:esp32-arduino]
 extends = common:arduino
-platform = https://github.com/pioarduino/platform-espressif32.git
+platform = https://github.com/pioarduino/platform-espressif32/releases/download/55.03.39/platform-espressif32.zip
+platform_packages =
+    pioarduino/framework-arduinoespressif32@https://github.com/espressif/arduino-esp32/releases/download/3.3.9/esp32-core-3.3.9.tar.xz
+    pioarduino/framework-espidf@https://github.com/pioarduino/esp-idf/releases/download/v5.5.4/esp-idf-v5.5.4.tar.xz
 
 framework = arduino, espidf  ; Arduino as an ESP-IDF component
 lib_deps =
@@ -168,12 +171,16 @@ build_flags =
     -DAUDIO_NO_SD_FS                ; i2s_audio
 build_unflags =
     ${common.build_unflags}
-extra_scripts = post:esphome/components/esp32/post_build.py.script
+extra_scripts =
+    pre:esphome/components/esp32/pre_build.py.script
+    post:esphome/components/esp32/post_build.py.script
 
 ; This are common settings for the ESP32 (all variants) using IDF.
 [common:esp32-idf]
 extends = common:idf
-platform = https://github.com/pioarduino/platform-espressif32.git
+platform = https://github.com/pioarduino/platform-espressif32/releases/download/55.03.39/platform-espressif32.zip
+platform_packages =
+    pioarduino/framework-espidf@https://github.com/pioarduino/esp-idf/releases/download/v5.5.4/esp-idf-v5.5.4.tar.xz
 
 framework = espidf
 lib_deps =
@@ -187,7 +194,9 @@ build_flags =
     -DUSE_ESP32_FRAMEWORK_ESP_IDF
 build_unflags =
     ${common.build_unflags}
-extra_scripts = post:esphome/components/esp32/post_build.py.script
+extra_scripts =
+    pre:esphome/components/esp32/pre_build.py.script
+    post:esphome/components/esp32/post_build.py.script
 
 ; These are common settings for the RP2040 using Arduino.
 [common:rp2040-arduino]
@@ -271,7 +280,6 @@ build_unflags =
 [env:esp32-arduino]
 extends = common:esp32-arduino
 board = esp32dev
-board_build.partitions = huge_app.csv
 build_flags =
     ${common:esp32-arduino.build_flags}
     ${flags:runtime.build_flags}