mirror of
https://github.com/esphome/esphome.git
synced 2024-11-14 10:26:53 +01:00
802 lines
26 KiB
Python
802 lines
26 KiB
Python
#!/usr/bin/env python3
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from esphome.cpp_generator import MockObj
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import json
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import argparse
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import os
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import re
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from pathlib import Path
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import voluptuous as vol
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# NOTE: Cannot import other esphome components globally as a modification in jsonschema
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# is needed before modules are loaded
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import esphome.jsonschema as ejs
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ejs.EnableJsonSchemaCollect = True
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DUMP_COMMENTS = False
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JSC_ACTION = "automation.ACTION_REGISTRY"
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JSC_ALLOF = "allOf"
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JSC_ANYOF = "anyOf"
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JSC_COMMENT = "$comment"
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JSC_CONDITION = "automation.CONDITION_REGISTRY"
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JSC_DESCRIPTION = "description"
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JSC_ONEOF = "oneOf"
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JSC_PROPERTIES = "properties"
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JSC_REF = "$ref"
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# this should be required, but YAML Language server completion does not work properly if required are specified.
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# still needed for other features / checks
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JSC_REQUIRED = "required_"
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SIMPLE_AUTOMATION = "simple_automation"
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schema_names = {}
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schema_registry = {}
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components = {}
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modules = {}
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registries = []
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pending_refs = []
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definitions = {}
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base_props = {}
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--output", default="esphome.json", help="Output filename", type=os.path.abspath
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)
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args = parser.parse_args()
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def get_ref(definition):
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return {JSC_REF: "#/definitions/" + definition}
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def is_ref(jschema):
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return isinstance(jschema, dict) and JSC_REF in jschema
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def unref(jschema):
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return definitions.get(jschema[JSC_REF][len("#/definitions/") :])
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def add_definition_array_or_single_object(ref):
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return {JSC_ANYOF: [{"type": "array", "items": ref}, ref]}
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def add_core():
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from esphome.core.config import CONFIG_SCHEMA
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base_props["esphome"] = get_jschema("esphome", CONFIG_SCHEMA.schema)
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def add_buses():
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# uart
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from esphome.components.uart import UART_DEVICE_SCHEMA
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get_jschema("uart_bus", UART_DEVICE_SCHEMA)
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# spi
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from esphome.components.spi import spi_device_schema
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get_jschema("spi_bus", spi_device_schema(False))
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# i2c
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from esphome.components.i2c import i2c_device_schema
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get_jschema("i2c_bus", i2c_device_schema(None))
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def add_registries():
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for domain, module in modules.items():
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add_module_registries(domain, module)
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def add_module_registries(domain, module):
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from esphome.util import Registry
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for c in dir(module):
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m = getattr(module, c)
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if isinstance(m, Registry):
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add_registry(domain + "." + c, m)
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def add_registry(registry_name, registry):
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validators = []
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registries.append((registry, registry_name))
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for name in registry.keys():
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schema = get_jschema(str(name), registry[name].schema, create_return_ref=False)
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if not schema:
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schema = {"type": "null"}
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o_schema = {"type": "object", JSC_PROPERTIES: {name: schema}}
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o_schema = create_ref(
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registry_name + "-" + name, str(registry[name].schema) + "x", o_schema
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)
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validators.append(o_schema)
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definitions[registry_name] = {JSC_ANYOF: validators}
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def get_registry_ref(registry):
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# we don't know yet
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ref = {JSC_REF: "pending"}
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pending_refs.append((ref, registry))
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return ref
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def solve_pending_refs():
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for ref, registry in pending_refs:
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for registry_match, name in registries:
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if registry == registry_match:
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ref[JSC_REF] = "#/definitions/" + name
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def add_module_schemas(name, module):
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import esphome.config_validation as cv
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for c in dir(module):
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v = getattr(module, c)
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if isinstance(v, cv.Schema):
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get_jschema(name + "." + c, v)
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def get_dirs():
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from esphome.loader import CORE_COMPONENTS_PATH
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dir_names = [
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d
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for d in os.listdir(CORE_COMPONENTS_PATH)
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if not d.startswith("__")
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and os.path.isdir(os.path.join(CORE_COMPONENTS_PATH, d))
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]
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return dir_names
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def get_logger_tags():
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from esphome.loader import CORE_COMPONENTS_PATH
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import glob
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pattern = re.compile(r'^static const char(\*\s|\s\*)TAG = "(\w.*)";', re.MULTILINE)
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tags = [
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"app",
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"component",
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"esphal",
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"helpers",
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"preferences",
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"scheduler",
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"api.service",
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]
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for x in os.walk(CORE_COMPONENTS_PATH):
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for y in glob.glob(os.path.join(x[0], "*.cpp")):
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with open(y, "r") as file:
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data = file.read()
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match = pattern.search(data)
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if match:
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tags.append(match.group(2))
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return tags
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def load_components():
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import esphome.config_validation as cv
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from esphome.config import get_component
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modules["cv"] = cv
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from esphome import automation
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modules["automation"] = automation
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for domain in get_dirs():
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components[domain] = get_component(domain)
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modules[domain] = components[domain].module
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def add_components():
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from esphome.config import get_platform
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for domain, c in components.items():
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if c.is_platform_component:
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# this is a platform_component, e.g. binary_sensor
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platform_schema = [
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{
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"type": "object",
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"properties": {"platform": {"type": "string"}},
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}
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]
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if domain not in ("output", "display"):
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# output bases are either FLOAT or BINARY so don't add common base for this
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# display bases are either simple or FULL so don't add common base for this
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platform_schema = [
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{"$ref": f"#/definitions/{domain}.{domain.upper()}_SCHEMA"}
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] + platform_schema
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base_props[domain] = {"type": "array", "items": {"allOf": platform_schema}}
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add_module_registries(domain, c.module)
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add_module_schemas(domain, c.module)
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# need first to iterate all platforms then iteate components
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# a platform component can have other components as properties,
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# e.g. climate components usually have a temperature sensor
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for domain, c in components.items():
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if (c.config_schema is not None) or c.is_platform_component:
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if c.is_platform_component:
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platform_schema = base_props[domain]["items"]["allOf"]
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for platform in get_dirs():
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p = get_platform(domain, platform)
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if p is not None:
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# this is a platform element, e.g.
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# - platform: gpio
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schema = get_jschema(
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domain + "-" + platform,
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p.config_schema,
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create_return_ref=False,
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)
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if (
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schema
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): # for invalid schemas, None is returned thus is deprecated
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platform_schema.append(
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{
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"if": {
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JSC_PROPERTIES: {
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"platform": {"const": platform}
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}
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},
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"then": schema,
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}
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)
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elif c.config_schema is not None:
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# adds root components which are not platforms, e.g. api: logger:
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if c.multi_conf:
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schema = get_jschema(domain, c.config_schema)
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schema = add_definition_array_or_single_object(schema)
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else:
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schema = get_jschema(domain, c.config_schema, False)
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base_props[domain] = schema
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def get_automation_schema(name, vschema):
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from esphome.automation import AUTOMATION_SCHEMA
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# ensure SIMPLE_AUTOMATION
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if SIMPLE_AUTOMATION not in definitions:
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simple_automation = add_definition_array_or_single_object(get_ref(JSC_ACTION))
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simple_automation[JSC_ANYOF].append(
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get_jschema(AUTOMATION_SCHEMA.__module__, AUTOMATION_SCHEMA)
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)
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definitions[schema_names[str(AUTOMATION_SCHEMA)]][JSC_PROPERTIES][
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"then"
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] = add_definition_array_or_single_object(get_ref(JSC_ACTION))
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definitions[SIMPLE_AUTOMATION] = simple_automation
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extra_vschema = None
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if AUTOMATION_SCHEMA == ejs.extended_schemas[str(vschema)][0]:
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extra_vschema = ejs.extended_schemas[str(vschema)][1]
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if not extra_vschema:
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return get_ref(SIMPLE_AUTOMATION)
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# add then property
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extra_jschema = get_jschema(name, extra_vschema, False)
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if is_ref(extra_jschema):
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return extra_jschema
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if not JSC_PROPERTIES in extra_jschema:
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# these are interval: and exposure_notifications, featuring automations a component
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extra_jschema[JSC_ALLOF][0][JSC_PROPERTIES][
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"then"
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] = add_definition_array_or_single_object(get_ref(JSC_ACTION))
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ref = create_ref(name, extra_vschema, extra_jschema)
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return add_definition_array_or_single_object(ref)
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# automations can be either
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# * a single action,
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# * an array of action,
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# * an object with automation's schema and a then key
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# with again a single action or an array of actions
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if len(extra_jschema[JSC_PROPERTIES]) == 0:
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return get_ref(SIMPLE_AUTOMATION)
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extra_jschema[JSC_PROPERTIES]["then"] = add_definition_array_or_single_object(
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get_ref(JSC_ACTION)
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)
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# if there is a required element in extra_jschema then this automation does not support
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# directly a list of actions
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if JSC_REQUIRED in extra_jschema:
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return create_ref(name, extra_vschema, extra_jschema)
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jschema = add_definition_array_or_single_object(get_ref(JSC_ACTION))
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jschema[JSC_ANYOF].append(extra_jschema)
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return create_ref(name, extra_vschema, jschema)
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def get_entry(parent_key, vschema):
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from esphome.voluptuous_schema import _Schema as schema_type
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entry = {}
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# annotate schema validator info
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if DUMP_COMMENTS:
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entry[JSC_COMMENT] = "entry: " + parent_key + "/" + str(vschema)
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if isinstance(vschema, list):
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ref = get_jschema(parent_key + "[]", vschema[0])
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entry = {"type": "array", "items": ref}
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elif isinstance(vschema, schema_type) and hasattr(vschema, "schema"):
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entry = get_jschema(parent_key, vschema, False)
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elif hasattr(vschema, "validators"):
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entry = get_jschema(parent_key, vschema, False)
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elif vschema in schema_registry:
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entry = schema_registry[vschema].copy()
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elif str(vschema) in ejs.registry_schemas:
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entry = get_registry_ref(ejs.registry_schemas[str(vschema)])
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elif str(vschema) in ejs.list_schemas:
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ref = get_jschema(parent_key, ejs.list_schemas[str(vschema)][0])
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entry = {JSC_ANYOF: [ref, {"type": "array", "items": ref}]}
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elif str(vschema) in ejs.typed_schemas:
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schema_types = [{"type": "object", "properties": {"type": {"type": "string"}}}]
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entry = {"allOf": schema_types}
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for schema_key, vschema_type in ejs.typed_schemas[str(vschema)][0][0].items():
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schema_types.append(
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{
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"if": {"properties": {"type": {"const": schema_key}}},
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"then": get_jschema(f"{parent_key}-{schema_key}", vschema_type),
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}
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)
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elif str(vschema) in ejs.hidden_schemas:
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# get the schema from the automation schema
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type = ejs.hidden_schemas[str(vschema)]
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inner_vschema = vschema(ejs.jschema_extractor)
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if type == "automation":
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entry = get_automation_schema(parent_key, inner_vschema)
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elif type == "maybe":
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entry = get_jschema(parent_key, inner_vschema)
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elif type == "one_of":
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entry = {"enum": list(inner_vschema)}
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elif type == "enum":
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entry = {"enum": list(inner_vschema.keys())}
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elif type == "effects":
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# Like list schema but subset from list.
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subset_list = inner_vschema[0]
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# get_jschema('strobex', registry['strobe'].schema)
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registry_schemas = []
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for name in subset_list:
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registry_schemas.append(get_ref("light.EFFECTS_REGISTRY-" + name))
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entry = {
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JSC_ANYOF: [{"type": "array", "items": {JSC_ANYOF: registry_schemas}}]
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}
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else:
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raise ValueError("Unknown extracted schema type")
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elif str(vschema).startswith("<function invalid."):
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# deprecated options, don't list as valid schema
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return None
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else:
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# everything else just accept string and let ESPHome validate
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try:
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from esphome.core import ID
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from esphome.automation import Trigger, Automation
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v = vschema(None)
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if isinstance(v, ID):
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if v.type.base != "script::Script" and (
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v.type.inherits_from(Trigger) or v.type == Automation
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):
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return None
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entry = {"type": "string", "id_type": v.type.base}
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elif isinstance(v, str):
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entry = {"type": "string"}
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elif isinstance(v, list):
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entry = {"type": "array"}
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else:
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entry = default_schema()
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except:
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entry = default_schema()
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return entry
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def default_schema():
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# Accept anything
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return {"type": ["null", "object", "string", "array", "number"]}
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def is_default_schema(jschema):
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if is_ref(jschema):
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jschema = unref(jschema)
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if not jschema:
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return False
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return is_default_schema(jschema)
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return "type" in jschema and jschema["type"] == default_schema()["type"]
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def get_jschema(path, vschema, create_return_ref=True):
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name = schema_names.get(get_schema_str(vschema))
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if name:
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return get_ref(name)
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jschema = convert_schema(path, vschema)
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if is_ref(jschema):
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# this can happen when returned extended
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# schemas where all properties found in previous extended schema
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return jschema
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if not create_return_ref:
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return jschema
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return create_ref(path, vschema, jschema)
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def get_schema_str(vschema):
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# Hack on cs.use_id, in the future this can be improved by tracking which type is required by
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# the id, this information can be added somehow to schema (not supported by jsonschema) and
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# completion can be improved listing valid ids only Meanwhile it's a problem because it makes
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# all partial schemas with cv.use_id different, e.g. i2c
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return re.sub(
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pattern="function use_id.<locals>.validator at 0[xX][0-9a-fA-F]+>",
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repl="function use_id.<locals>.validator<>",
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string=str(vschema),
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)
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def create_ref(name, vschema, jschema):
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if name in schema_names:
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raise ValueError("Not supported")
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schema_str = get_schema_str(vschema)
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schema_names[schema_str] = name
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definitions[name] = jschema
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return get_ref(name)
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def get_all_properties(jschema):
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if JSC_PROPERTIES in jschema:
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return list(jschema[JSC_PROPERTIES].keys())
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if is_ref(jschema):
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return get_all_properties(unref(jschema))
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arr = jschema.get(JSC_ALLOF, jschema.get(JSC_ANYOF))
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props = []
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for x in arr:
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props = props + get_all_properties(x)
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return props
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def merge(arr, element):
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# arr is an array of dicts, dicts can have keys like, properties, $ref, required:[], etc
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# element is a single dict which might have several keys to
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# the result should be an array with only one element containing properties, required, etc
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# and other elements for needed $ref elements
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# NOTE: json schema supports allof with properties in different elements, but that makes
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# complex for later adding docs to the schema
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for k, v in element.items():
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if k == JSC_PROPERTIES:
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props_found = False
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for a_dict in arr:
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if JSC_PROPERTIES in a_dict:
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# found properties
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arr_props = a_dict[JSC_PROPERTIES]
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for v_k, v_v in v.items():
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arr_props[v_k] = v_v # add or overwrite
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props_found = True
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if not props_found:
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arr.append(element)
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elif k == JSC_REF:
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ref_found = False
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for a_dict in arr:
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if k in a_dict and a_dict[k] == v:
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ref_found = True
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continue
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if not ref_found:
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arr.append(element)
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else:
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# TODO: Required might require special handling
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pass
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def convert_schema(path, vschema, un_extend=True):
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import esphome.config_validation as cv
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# analyze input key, if it is not a Required or Optional, then it is an array
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output = {}
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if str(vschema) in ejs.hidden_schemas:
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if ejs.hidden_schemas[str(vschema)] == "automation":
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vschema = vschema(ejs.jschema_extractor)
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jschema = get_jschema(path, vschema, True)
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return add_definition_array_or_single_object(jschema)
|
|
else:
|
|
vschema = vschema(ejs.jschema_extractor)
|
|
|
|
if un_extend:
|
|
extended = ejs.extended_schemas.get(str(vschema))
|
|
if extended:
|
|
lhs = get_jschema(path, extended[0], False)
|
|
rhs = get_jschema(path, extended[1], False)
|
|
|
|
# check if we are not merging properties which are already in base component
|
|
lprops = get_all_properties(lhs)
|
|
rprops = get_all_properties(rhs)
|
|
|
|
if all(item in lprops for item in rprops):
|
|
return lhs
|
|
if all(item in rprops for item in lprops):
|
|
return rhs
|
|
|
|
# merge
|
|
if JSC_ALLOF in lhs and JSC_ALLOF in rhs:
|
|
output = lhs
|
|
for k in rhs[JSC_ALLOF]:
|
|
merge(output[JSC_ALLOF], k)
|
|
elif JSC_ALLOF in lhs:
|
|
output = lhs
|
|
merge(output[JSC_ALLOF], rhs)
|
|
elif JSC_ALLOF in rhs:
|
|
output = rhs
|
|
merge(output[JSC_ALLOF], lhs)
|
|
else:
|
|
output = {JSC_ALLOF: [lhs]}
|
|
merge(output[JSC_ALLOF], rhs)
|
|
|
|
return output
|
|
|
|
# When schema contains all, all also has a schema which points
|
|
# back to the containing schema
|
|
|
|
if isinstance(vschema, MockObj):
|
|
return output
|
|
|
|
while hasattr(vschema, "schema") and not hasattr(vschema, "validators"):
|
|
vschema = vschema.schema
|
|
|
|
if hasattr(vschema, "validators"):
|
|
output = default_schema()
|
|
for v in vschema.validators:
|
|
if v:
|
|
# we should take the valid schema,
|
|
# commonly all is used to validate a schema, and then a function which
|
|
# is not a schema es also given, get_schema will then return a default_schema()
|
|
val_schema = get_jschema(path, v, False)
|
|
if is_default_schema(val_schema):
|
|
if not output:
|
|
output = val_schema
|
|
else:
|
|
if is_default_schema(output):
|
|
output = val_schema
|
|
else:
|
|
output = {**output, **val_schema}
|
|
return output
|
|
|
|
if not vschema:
|
|
return output
|
|
|
|
if not hasattr(vschema, "keys"):
|
|
return get_entry(path, vschema)
|
|
|
|
key = list(vschema.keys())[0]
|
|
|
|
# used for platformio_options in core_config
|
|
# pylint: disable=comparison-with-callable
|
|
if key == cv.string_strict:
|
|
output["type"] = "object"
|
|
return output
|
|
|
|
props = output[JSC_PROPERTIES] = {}
|
|
required = []
|
|
|
|
output["type"] = ["object", "null"]
|
|
if DUMP_COMMENTS:
|
|
output[JSC_COMMENT] = "converted: " + path + "/" + str(vschema)
|
|
|
|
if path == "logger-logs":
|
|
tags = get_logger_tags()
|
|
for k in tags:
|
|
props[k] = {
|
|
"enum": [
|
|
"NONE",
|
|
"ERROR",
|
|
"WARN",
|
|
"INFO",
|
|
"DEBUG",
|
|
"VERBOSE",
|
|
"VERY_VERBOSE",
|
|
]
|
|
}
|
|
|
|
else:
|
|
for k in vschema:
|
|
if str(k).startswith("<function"):
|
|
# generate all logger tags
|
|
|
|
# TODO handle key functions
|
|
|
|
continue
|
|
|
|
v = vschema[k]
|
|
prop = {}
|
|
|
|
if isinstance(v, vol.Schema):
|
|
prop = get_jschema(path + "-" + str(k), v.schema)
|
|
elif hasattr(v, "validators"):
|
|
prop = convert_schema(path + "-" + str(k), v, False)
|
|
else:
|
|
prop = get_entry(path + "-" + str(k), v)
|
|
|
|
if prop: # Deprecated (cv.Invalid) properties not added
|
|
props[str(k)] = prop
|
|
# TODO: see required, sometimes completions doesn't show up because of this...
|
|
if isinstance(k, cv.Required):
|
|
required.append(str(k))
|
|
try:
|
|
if str(k.default) != "...":
|
|
default_value = k.default()
|
|
# Yaml validator fails if `"default": null` ends up in the json schema
|
|
if default_value is not None:
|
|
if prop["type"] == "string":
|
|
default_value = str(default_value)
|
|
prop["default"] = default_value
|
|
except:
|
|
pass
|
|
|
|
if len(required) > 0:
|
|
output[JSC_REQUIRED] = required
|
|
return output
|
|
|
|
|
|
def add_pin_schema():
|
|
from esphome import pins
|
|
|
|
add_module_schemas("PIN", pins)
|
|
|
|
|
|
def add_pin_registry():
|
|
from esphome import pins
|
|
|
|
pin_registry = pins.PIN_SCHEMA_REGISTRY
|
|
assert len(pin_registry) > 0
|
|
# Here are schemas for pcf8574, mcp23xxx and other port expanders which add
|
|
# gpio registers
|
|
# ESPHome validates pins schemas if it founds a key in the pin configuration.
|
|
# This key is added to a required in jsonschema, and all options are part of a
|
|
# oneOf section, so only one is selected. Also internal schema adds number as required.
|
|
|
|
for mode in ("INPUT", "OUTPUT"):
|
|
schema_name = f"PIN.GPIO_FULL_{mode}_PIN_SCHEMA"
|
|
internal = definitions[schema_name]
|
|
definitions[schema_name]["additionalItems"] = False
|
|
definitions[f"PIN.{mode}_INTERNAL"] = internal
|
|
internal[JSC_PROPERTIES]["number"] = {"type": ["number", "string"]}
|
|
schemas = [get_ref(f"PIN.{mode}_INTERNAL")]
|
|
schemas[0]["required"] = ["number"]
|
|
# accept string and object, for internal shorthand pin IO:
|
|
definitions[schema_name] = {"oneOf": schemas, "type": ["string", "object"]}
|
|
|
|
for k, v in pin_registry.items():
|
|
pin_jschema = get_jschema(
|
|
f"PIN.{mode}_" + k, v[1][0 if mode == "OUTPUT" else 1]
|
|
)
|
|
if unref(pin_jschema):
|
|
pin_jschema["required"] = [k]
|
|
schemas.append(pin_jschema)
|
|
|
|
|
|
def dump_schema():
|
|
import esphome.config_validation as cv
|
|
|
|
from esphome import automation
|
|
from esphome.automation import validate_potentially_and_condition
|
|
from esphome import pins
|
|
from esphome.core import CORE
|
|
from esphome.helpers import write_file_if_changed
|
|
from esphome.components import remote_base
|
|
|
|
# The root directory of the repo
|
|
root = Path(__file__).parent.parent
|
|
|
|
# Fake some directory so that get_component works
|
|
CORE.config_path = str(root)
|
|
|
|
file_path = args.output
|
|
|
|
schema_registry[cv.boolean] = {"type": "boolean"}
|
|
|
|
for v in [
|
|
cv.int_,
|
|
cv.int_range,
|
|
cv.positive_int,
|
|
cv.float_,
|
|
cv.positive_float,
|
|
cv.positive_float,
|
|
cv.positive_not_null_int,
|
|
cv.negative_one_to_one_float,
|
|
cv.port,
|
|
]:
|
|
schema_registry[v] = {"type": "number"}
|
|
|
|
for v in [
|
|
cv.string,
|
|
cv.string_strict,
|
|
cv.valid_name,
|
|
cv.hex_int,
|
|
cv.hex_int_range,
|
|
pins.output_pin,
|
|
pins.input_pin,
|
|
pins.input_pullup_pin,
|
|
cv.float_with_unit,
|
|
cv.subscribe_topic,
|
|
cv.publish_topic,
|
|
cv.mqtt_payload,
|
|
cv.ssid,
|
|
cv.percentage_int,
|
|
cv.percentage,
|
|
cv.possibly_negative_percentage,
|
|
cv.positive_time_period,
|
|
cv.positive_time_period_microseconds,
|
|
cv.positive_time_period_milliseconds,
|
|
cv.positive_time_period_minutes,
|
|
cv.positive_time_period_seconds,
|
|
]:
|
|
schema_registry[v] = {"type": "string"}
|
|
|
|
schema_registry[validate_potentially_and_condition] = get_ref("condition_list")
|
|
|
|
for v in [pins.gpio_input_pin_schema, pins.gpio_input_pullup_pin_schema]:
|
|
schema_registry[v] = get_ref("PIN.GPIO_FULL_INPUT_PIN_SCHEMA")
|
|
for v in [pins.internal_gpio_input_pin_schema, pins.input_pin]:
|
|
schema_registry[v] = get_ref("PIN.INPUT_INTERNAL")
|
|
|
|
for v in [pins.gpio_output_pin_schema, pins.internal_gpio_output_pin_schema]:
|
|
schema_registry[v] = get_ref("PIN.GPIO_FULL_OUTPUT_PIN_SCHEMA")
|
|
for v in [pins.internal_gpio_output_pin_schema, pins.output_pin]:
|
|
schema_registry[v] = get_ref("PIN.OUTPUT_INTERNAL")
|
|
|
|
add_module_schemas("CONFIG", cv)
|
|
get_jschema("POLLING_COMPONENT", cv.polling_component_schema("60s"))
|
|
|
|
add_pin_schema()
|
|
|
|
add_module_schemas("REMOTE_BASE", remote_base)
|
|
add_module_schemas("AUTOMATION", automation)
|
|
|
|
load_components()
|
|
add_registries()
|
|
|
|
definitions["condition_list"] = {
|
|
JSC_ONEOF: [
|
|
{"type": "array", "items": get_ref(JSC_CONDITION)},
|
|
get_ref(JSC_CONDITION),
|
|
]
|
|
}
|
|
|
|
output = {
|
|
"$schema": "http://json-schema.org/draft-07/schema#",
|
|
"type": "object",
|
|
"definitions": definitions,
|
|
JSC_PROPERTIES: base_props,
|
|
}
|
|
|
|
add_core()
|
|
add_buses()
|
|
add_components()
|
|
|
|
add_registries() # need second pass, e.g. climate.pid.autotune
|
|
add_pin_registry()
|
|
solve_pending_refs()
|
|
|
|
write_file_if_changed(file_path, json.dumps(output))
|
|
print(f"Wrote {file_path}")
|
|
|
|
|
|
dump_schema()
|