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main.py
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executable file
·321 lines (256 loc) · 9.27 KB
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#!/usr/bin/env python3
# coding: utf-8
import json
import os
import signal
import sys
from datetime import datetime
from typing import List, Optional
import can
from canparser_generator import CanTopicParser
class CanIds:
"""
Usage:
schema = load_can_ids('can_ids.json')
# Print each topic of each module:
[print(module, topic)
for topic in schema['modules'][module]['topics']
for module in schema['modules']]
# Access a specific topic of a specific module:
parsed_id, parsed_signature = 33, 250
module = schema['modules'].get(parsed_signature)
topic = module['topics'].get(parsed_id)
print(module['name'], topic['name'])
"""
@staticmethod
def load(filename: str) -> dict:
with open(filename) as schema_file:
schema = json.load(schema_file)
modules = {}
for module in schema["modules"]:
topics = {}
for topic in module["topics"]:
topics[topic["id"]] = topic
modules[module["signature"]] = module
module["topics"] = topics
schema["modules"] = modules
return schema
class Datasets:
def __init__(
self, datasets: list, input_path: str, output_path: Optional[str] = None
):
from pandas import Timedelta
if output_path is None:
output_path = input_path
self.datasets = datasets
for d in self.datasets:
if "from" in d and "to" in d:
d["offset"] = d["to"] - d["from"]
else:
d["offset"] = Timedelta("0")
d["input_path"] = input_path
d["output_path"] = output_path
def as_list(self):
return self.datasets
class MovingAverage:
def __init__(self, period):
self.period = period
self.data = {}
def add(self, key: str, value: float):
if key not in self.data:
self.data[key] = []
self.data[key].append(value)
if len(self.data[key]) > self.period:
self.data[key].pop(0)
def average(self, key: str) -> float:
if key not in self.data:
return float("NaN")
lenght = len(self.data[key])
if lenght == 0:
return float("NaN")
return sum(self.data[key]) / lenght
def parse_payload(
topic: dict,
payload: bytearray,
module_name: str,
verbose: bool = False,
warning: bool = True,
) -> Optional[List[dict]]:
if verbose:
print(f"{payload=}, {len(payload)=}")
topic_parser = topic["parser"]
expected_payload_length = topic_parser.size
payload_length = len(payload)
if payload_length != expected_payload_length:
topic_name = topic["name"]
if warning:
print(
f"Warning: wrong payload size from {topic_name=} from {module_name=}. "
f"Expected: {expected_payload_length}, "
f"got: {payload_length=} {payload=}."
)
return None
parsed_payload = topic_parser.from_buffer(bytearray(payload)).as_dict()
if verbose:
print(f"{parsed_payload=}")
payload_data_list = []
for b, parsed_byte_name in enumerate(parsed_payload):
parsed_byte_value = parsed_payload[parsed_byte_name]
parsed_byte_units = topic["bytes"][b]["units"]
parsed_byte_units, parsed_byte_value = CanTopicParser.apply_units(
parsed_byte_units, parsed_byte_value
)
parsed_dict = {
"byte_name": parsed_byte_name,
"value": parsed_byte_value,
"unit": parsed_byte_units,
}
payload_data_list += [parsed_dict]
if verbose:
print(f"{parsed_dict=}")
return payload_data_list
def clear_terminal():
os.system("cls" if os.name == "nt" else "clear")
def formatted_time(timestamp) -> str:
return datetime.fromtimestamp(timestamp).strftime("%H:%M:%S.%f")[:-3]
def process_message(parsed: dict, verbose: bool = False) -> Optional[list]:
"""Returns a list containing each data from a topic as a dict"""
parsed["signature"] = parsed["payload"][0]
# Fixing BUGS related to wrong configs in some can modules
if "version" not in schema.keys():
if parsed["topic"] == 65:
parsed["signature"] = 230
# see https://github.com/ZeniteSolar/MAB20/issues/6
parsed["payload"] = parsed["payload"][:2]
elif parsed["topic"] == 64:
parsed["signature"] = 230
module = schema["modules"].get(parsed["signature"], None)
if module is None:
if verbose:
print("module =", module, "parsed =", parsed, parsed["payload"])
return None
topic = module["topics"].get(parsed["topic"], None)
if topic is None:
if verbose:
print("topic =", topic, "parsed =", parsed, parsed["payload"])
return None
parsed_data_dict_list = parse_payload(
topic, parsed["payload"], module["name"], warning=False
)
if parsed_data_dict_list is None:
if verbose:
print(
"parsed_data_dict_list =",
parsed_data_dict_list,
"parsed =",
parsed,
parsed["payload"],
)
return None
parsed_data_dict_list = [
dict(
item,
**{
"timestamp": parsed["timestamp"],
"module_name": module["name"],
"topic_name": topic["name"],
},
)
for item in parsed_data_dict_list
]
return parsed_data_dict_list
if __name__ == "__main__":
global schema
schema = CanIds.load("can_ids.json")
schema = CanTopicParser.generate_parsers(schema)
boat_data = MovingAverage(10)
bus = can.interface.Bus(bustype="socketcan", bitrate=500_000) # type: ignore
def int_handler(signum, frame):
bus.shutdown()
print("\nNicely terminated.")
sys.exit(0)
signal.signal(signal.SIGINT, int_handler)
signal.signal(signal.SIGTERM, int_handler)
print("Waiting for messages from CAN bus...")
try:
# Start receiving messages from the bus
for message in bus:
# Dispatch the received message to the custom parser
parsed_topic = process_message(
{
"timestamp": message.timestamp,
"topic": message.arbitration_id,
"payload": message.data,
},
verbose=False,
)
if not parsed_topic:
continue
key = ""
value = 0
for data in parsed_topic:
if (
data["module_name"] == "MIC19"
and data["topic_name"] == "MOTOR"
and data["byte_name"] == "D"
):
key = "mot_D"
value = data["value"] * 100
elif (
data["module_name"] == "MCS19"
and data["topic_name"] == "BAT"
and data["byte_name"] == "AVG"
):
key = "bat_V"
value = data["value"] * 1e-2
elif (
data["module_name"] == "MSC19_4"
and data["topic_name"] == "ADC"
and data["byte_name"] == "AVG"
):
key = "bat_I_IN"
value = data["value"]
elif (
data["module_name"] == "MSC19_5"
and data["topic_name"] == "ADC"
and data["byte_name"] == "AVG"
):
key = "bat_I_OUT"
value = data["value"]
elif (
data["module_name"] == "MIC19"
and data["topic_name"] == "MDE"
and data["byte_name"] == "POSITION"
):
key = "dir_pos"
value = (26.3929618 * data["value"]) - 135.0
else:
continue
boat_data.add(key, value)
avg = {
"mot_D": boat_data.average("mot_D"),
"bat_V": boat_data.average("bat_V"),
"bat_I_IN": boat_data.average("bat_I_IN"),
"bat_I_OUT": boat_data.average("bat_I_OUT"),
"dir_pos": boat_data.average("dir_pos"),
}
avg["bat_I"] = avg["bat_I_IN"] - avg["bat_I_OUT"]
avg["bat_P"] = avg["bat_I"] * avg["bat_V"]
display = "\n".join(
[
formatted_time(message.timestamp),
"mot_D : {:>5.1f} [%]".format(avg["mot_D"]),
"bat_V : {:>6.2f} [V]".format(avg["bat_V"]),
"bat_I : {:>6.2f} [A]".format(avg["bat_I"]),
"bat_P : {:>6.2f} [W]".format(avg["bat_P"]),
"dir_pos: {:>6.2f} [°]".format(avg["dir_pos"]),
]
)
clear_terminal()
print(display)
except KeyboardInterrupt:
# Stop receiving messages on keyboard interrupt
pass
except Exception as e:
print(e)
bus.shutdown()