<commit_before>"""Provides functionality to interact with image processing services."""
import asyncio
from datetime import timedelta
import logging

import voluptuous as vol

from homeassistant.const import ATTR_ENTITY_ID, ATTR_NAME, CONF_ENTITY_ID, CONF_NAME
from homeassistant.core import callback
from homeassistant.exceptions import HomeAssistantError
import homeassistant.helpers.config_validation as cv
from homeassistant.helpers.config_validation import make_entity_service_schema
from homeassistant.helpers.entity import Entity
from homeassistant.helpers.entity_component import EntityComponent
from homeassistant.util.async_ import run_callback_threadsafe

# mypy: allow-untyped-defs, no-check-untyped-defs

_LOGGER = logging.getLogger(__name__)

DOMAIN = "image_processing"
SCAN_INTERVAL = timedelta(seconds=10)

DEVICE_CLASSES = [
    "alpr",  # Automatic license plate recognition
    "face",  # Face
    "ocr",  # OCR
]

SERVICE_SCAN = "scan"

EVENT_DETECT_FACE = "image_processing.detect_face"

ATTR_AGE = "age"
ATTR_CONFIDENCE = "confidence"
ATTR_FACES = "faces"
ATTR_GENDER = "gender"
ATTR_GLASSES = "glasses"
ATTR_MOTION = "motion"
ATTR_TOTAL_FACES = "total_faces"

CONF_SOURCE = "source"
CONF_CONFIDENCE = "confidence"

DEFAULT_TIMEOUT = 10
DEFAULT_CONFIDENCE = 80

SOURCE_SCHEMA = vol.Schema(
    {
        vol.Required(CONF_ENTITY_ID): cv.entity_domain("camera"),
        vol.Optional(CONF_NAME): cv.string,<commit_msg>Use core constants for image_processing (#46269)<commit_after>"""Provides functionality to interact with image processing services."""
import asyncio
from datetime import timedelta
import logging

import voluptuous as vol

from homeassistant.const import (
    ATTR_ENTITY_ID,
    ATTR_NAME,
    CONF_ENTITY_ID,
    CONF_NAME,
    CONF_SOURCE,
)
from homeassistant.core import callback
from homeassistant.exceptions import HomeAssistantError
import homeassistant.helpers.config_validation as cv
from homeassistant.helpers.config_validation import make_entity_service_schema
from homeassistant.helpers.entity import Entity
from homeassistant.helpers.entity_component import EntityComponent
from homeassistant.util.async_ import run_callback_threadsafe

# mypy: allow-untyped-defs, no-check-untyped-defs

_LOGGER = logging.getLogger(__name__)

DOMAIN = "image_processing"
SCAN_INTERVAL = timedelta(seconds=10)

DEVICE_CLASSES = [
    "alpr",  # Automatic license plate recognition
    "face",  # Face
    "ocr",  # OCR
]

SERVICE_SCAN = "scan"

EVENT_DETECT_FACE = "image_processing.detect_face"

ATTR_AGE = "age"
ATTR_CONFIDENCE = "confidence"
ATTR_FACES = "faces"
ATTR_GENDER = "gender"
ATTR_GLASSES = "glasses"
ATTR_MOTION = "motion"
ATTR_TOTAL_FACES = "total_faces"

CONF_CONFIDENCE = "confidence"

DEFAULT_TIMEOUT = 10
DEFAULT_CONFIDENCE = 80

SOURCE_SCHEMA = vol.Schema(
    {
        vol.Required(CONF_ENTITY_ID): cv.entity_domain("camera"),
        vol.Optional(CONF_NAME): cv.string,
{'fraction_non_alphanumeric': 0.08054607508532423, 'fraction_numerical': 0.005802047781569966, 'mean_word_length': 5.784722222222222, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7145895', 'n_tokens_mistral': 970, 'n_tokens_neox': 945, 'n_words': 215}