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home-automation/app/integrations/modbus/profiles.py
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"""Modbus profile loader, validator, and decoder.
A *profile* is a YAML file that describes the protocol-level knowledge for
a particular Modbus device model:
- Which registers to read (``blocks`` for efficient bulk reads).
- How to decode each quantity (``metrics``: register address, type, unit, …).
- Home Assistant metadata per metric (``device_class``, ``ha_component``, …).
Profiles live in ``app/integrations/modbus/profiles/<name>.yaml`` and are
located at runtime relative to *this file* (not CWD), so they work whether
the package is installed as a wheel, run in-process, or invoked via
``python -m scripts.modbus_cli``.
Design notes
------------
- **Purely data + functions** — no abstract base classes or inheritance.
- ``ModbusProfile`` and ``MetricSpec`` are Pydantic models: they validate on
construction and raise ``pydantic.ValidationError`` for malformed YAML.
- ``decode`` uses ``driver.registers_to_float`` for float32 quantities.
Unsupported types are silently skipped with a warning (future-proofing for
int16/uint16 etc.).
"""
from __future__ import annotations
import logging
from pathlib import Path
from typing import Optional
import yaml
from pydantic import BaseModel, ValidationError
from app.integrations.modbus.driver import registers_to_float
logger = logging.getLogger(__name__)
# Directory containing the YAML profiles, located relative to *this* file.
_PROFILES_DIR = Path(__file__).parent / "profiles"
# ---------------------------------------------------------------------------
# Pydantic models for profile validation
# ---------------------------------------------------------------------------
class MetricSpec(BaseModel):
"""Specification for a single measurable quantity within a profile."""
key: str
"""Stable identifier used as the key in decoded payloads (e.g. ``"voltage"``)."""
address: int
"""Starting Modbus register address (0-based, e.g. ``0x0000`` for voltage)."""
type: str
"""Encoding type — currently only ``"float32"`` is supported."""
unit: str
"""Physical unit string (e.g. ``"V"``, ``"A"``, ``"kWh"``). Empty string for dimensionless."""
device_class: str
"""Home Assistant device class (e.g. ``"voltage"``, ``"power"``, ``"energy"``)."""
ha_component: str
"""Home Assistant component type (e.g. ``"sensor"``)."""
state_class: Optional[str] = None
"""Home Assistant state class, if applicable (e.g. ``"total_increasing"``)."""
class BlockSpec(BaseModel):
"""A contiguous register block for bulk reading."""
start: int
"""First register address in the block."""
count: int
"""Number of 16-bit registers to read."""
class ModbusProfile(BaseModel):
"""Complete description of a Modbus device's protocol-level knowledge."""
name: str
"""Short identifier matching the YAML file name (e.g. ``"sdm120"``)."""
description: str
"""Human-readable description of the device."""
function_code: int
"""Modbus function code for reading measurements (4 = FC04 input registers)."""
word_order: str
"""Word (register) order: ``"big"`` means high register first."""
byte_order: str
"""Byte order within each register: ``"big"`` means standard network order."""
blocks: list[BlockSpec]
"""Register blocks to read in bulk, reducing Modbus transaction count."""
metrics: list[MetricSpec]
"""List of individual measurable quantities and their decoding rules."""
# ---------------------------------------------------------------------------
# Public API
# ---------------------------------------------------------------------------
class ProfileNotFoundError(FileNotFoundError):
"""Raised when the requested profile YAML file does not exist."""
class ProfileValidationError(ValueError):
"""Raised when a profile YAML file fails Pydantic validation."""
def load_profile(name: str) -> ModbusProfile:
"""Load and validate a Modbus device profile by name.
The profile file is expected at
``app/integrations/modbus/profiles/<name>.yaml``.
Parameters
----------
name:
Profile name without extension (e.g. ``"sdm120"``).
Returns
-------
ModbusProfile
Validated profile model.
Raises
------
ProfileNotFoundError
If ``profiles/<name>.yaml`` does not exist.
ProfileValidationError
If the YAML is syntactically valid but the content fails schema
validation (missing required fields, wrong types, etc.).
"""
path = _PROFILES_DIR / f"{name}.yaml"
if not path.exists():
raise ProfileNotFoundError(
f"Modbus profile '{name}' not found (looked for {path})"
)
with path.open("r", encoding="utf-8") as fh:
raw = yaml.safe_load(fh)
try:
profile = ModbusProfile.model_validate(raw)
except ValidationError as exc:
raise ProfileValidationError(
f"Profile '{name}' failed validation: {exc}"
) from exc
return profile
def list_profiles() -> list[tuple[str, str]]:
"""Return ``(name, description)`` pairs for all available profiles.
Scans ``app/integrations/modbus/profiles/*.yaml``, loads each, and
returns a sorted list of ``(name, description)`` tuples. Profiles that
fail to load are skipped with a warning.
"""
results: list[tuple[str, str]] = []
if not _PROFILES_DIR.exists():
return results
for path in sorted(_PROFILES_DIR.glob("*.yaml")):
name = path.stem
try:
profile = load_profile(name)
results.append((profile.name, profile.description))
except (ProfileNotFoundError, ProfileValidationError, Exception) as exc:
logger.warning("Skipping malformed profile '%s': %s", name, exc)
return results
def decode(profile: ModbusProfile, registers: dict[int, int]) -> dict[str, float]:
"""Decode raw register values into a mapping of ``{key: float_value}``.
For each metric in *profile*, the function looks up the two registers at
``address`` and ``address + 1`` in *registers* and decodes them as a
big-endian float32 (high register first).
Metrics whose registers are absent from *registers* are skipped (not
an error — this can happen if a block was not requested or a device does
not populate that register). Metrics with unsupported ``type`` values
are also skipped.
Parameters
----------
profile:
Validated ``ModbusProfile`` describing the device.
registers:
Mapping of ``{register_address: 16-bit_value}`` as returned by
``driver.read_blocks``.
Returns
-------
dict[str, float]
Decoded engineering values keyed by each metric's ``key`` field.
"""
result: dict[str, float] = {}
for metric in profile.metrics:
if metric.type == "float32":
hi_addr = metric.address
lo_addr = metric.address + 1
if hi_addr not in registers or lo_addr not in registers:
logger.debug(
"Skipping metric '%s': registers 0x%04X/0x%04X not available",
metric.key,
hi_addr,
lo_addr,
)
continue
value = registers_to_float(registers[hi_addr], registers[lo_addr])
result[metric.key] = value
else:
logger.warning(
"Metric '%s' has unsupported type '%s', skipping",
metric.key,
metric.type,
)
return result