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telemetry_reader.py
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executable file
·303 lines (238 loc) · 8.84 KB
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#!/usr/bin/env python3
# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import argparse
import ctypes
import logging
import mmap
import os
import signal
import sys
import time
from datetime import datetime
# Set up logging
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s - %(levelname)s - %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
logger = logging.getLogger(__name__)
# Constants from telemetry_event.h
TELEMETRY_VERSION = 1
MAX_EVENT_NAME_LEN = 32
# NIXL telemetry categories
NIXL_TELEMETRY_MEMORY = 0
NIXL_TELEMETRY_TRANSFER = 1
NIXL_TELEMETRY_CONNECTION = 2
NIXL_TELEMETRY_BACKEND = 3
NIXL_TELEMETRY_ERROR = 4
NIXL_TELEMETRY_PERFORMANCE = 5
NIXL_TELEMETRY_SYSTEM = 6
NIXL_TELEMETRY_CUSTOM = 7
NIXL_TELEMETRY_MAX = 8
# Global flag for graceful shutdown
running = True
def signal_handler(signum, _):
"""Signal handler for Ctrl+C"""
global running
if signum == signal.SIGINT:
logger.info("\nReceived Ctrl+C, shutting down...")
running = False
class NixlTelemetryEvent(ctypes.Structure):
"""Python equivalent of nixlTelemetryEvent struct"""
_pack_ = 1
_fields_ = [
("timestamp_us", ctypes.c_uint64),
("category", ctypes.c_int),
("event_name", ctypes.c_char * MAX_EVENT_NAME_LEN),
("_padding", ctypes.c_uint32),
("value", ctypes.c_uint64),
]
class BufferHeader(ctypes.Structure):
"""Python equivalent of BufferHeader struct from cyclic_buffer.h"""
_pack_ = 1
_fields_ = [
("write_pos", ctypes.c_size_t),
("read_pos", ctypes.c_size_t),
("version", ctypes.c_uint32),
("expected_version", ctypes.c_uint32),
("capacity", ctypes.c_size_t),
("mask", ctypes.c_size_t),
]
class SharedRingBuffer:
"""Python wrapper for the C++ SharedRingBuffer class"""
def __init__(self, file_path, version=1):
self.file_path = file_path
self.version = version
self.file_fd = -1
self.mmap_obj = None
self.header = None
self.data = None
self.buffer_size = None
self._open_file()
self._map_memory()
def _open_file(self):
"""Open existing file"""
self.file_fd = os.open(self.file_path, os.O_RDWR)
def _map_memory(self):
"""Map the file into memory"""
self._map_header_only()
def _map_header_only(self):
"""Map only the header to read buffer size"""
# Map just the header first
header_mmap = mmap.mmap(
self.file_fd,
ctypes.sizeof(BufferHeader),
mmap.MAP_SHARED,
mmap.PROT_READ | mmap.PROT_WRITE,
)
temp_header = BufferHeader.from_buffer(header_mmap)
if temp_header.version != self.version:
del temp_header
header_mmap.close()
raise RuntimeError(
f"Version mismatch: expected {self.version}, got {temp_header.version}"
)
self.buffer_size = temp_header.capacity
logger.info("Auto-detected buffer size: %d", self.buffer_size)
del temp_header
header_mmap.close()
# Now map the entire buffer
total_size = (
ctypes.sizeof(BufferHeader)
+ ctypes.sizeof(NixlTelemetryEvent) * self.buffer_size
)
self.mmap_obj = mmap.mmap(
self.file_fd, total_size, mmap.MAP_SHARED, mmap.PROT_READ | mmap.PROT_WRITE
)
# Create ctypes pointers to the mapped memory
self.header = BufferHeader.from_buffer(self.mmap_obj)
data_offset = ctypes.sizeof(BufferHeader)
self.data = (NixlTelemetryEvent * self.buffer_size).from_buffer(
self.mmap_obj, data_offset
)
def get_version(self):
"""Get the buffer version"""
return self.header.version
def size(self):
"""Get the number of events in the buffer"""
write_pos = self.header.write_pos
read_pos = self.header.read_pos
return (write_pos - read_pos) & self.header.mask
def get_capacity(self):
"""Get the buffer capacity"""
return self.buffer_size
def empty(self):
"""Check if buffer is empty"""
return self.header.read_pos == self.header.write_pos
def full(self):
"""Check if buffer is full"""
write_pos = self.header.write_pos
next_write = (write_pos + 1) & self.header.mask
return next_write == self.header.read_pos
def pop(self):
"""Pop an event from the buffer"""
read_pos = self.header.read_pos
if read_pos == self.header.write_pos:
return None
event = self.data[read_pos]
next_read = (read_pos + 1) & self.header.mask
self.header.read_pos = next_read
return event
def __del__(self):
"""Cleanup resources"""
# if self.mmap_obj:
# self.mmap_obj.close()
if self.file_fd != -1:
os.close(self.file_fd)
def format_timestamp(timestamp_us):
"""Format timestamp in microseconds to readable format"""
dt = datetime.fromtimestamp(timestamp_us / 1_000_000)
microseconds = timestamp_us % 1_000_000
return f"{dt.strftime('%Y-%m-%d %H:%M:%S')}.{microseconds:06d}"
def format_bytes(bytes_val):
"""Format bytes to human readable format"""
units = ["B", "KB", "MB", "GB", "TB"]
unit_index = 0
value = float(bytes_val)
while value >= 1024.0 and unit_index < 4:
value /= 1024.0
unit_index += 1
return f"{value:.2f} {units[unit_index]}"
def get_telemetry_category_string(category):
"""Get string representation of telemetry category"""
category_strings = {
NIXL_TELEMETRY_MEMORY: "MEMORY",
NIXL_TELEMETRY_TRANSFER: "TRANSFER",
NIXL_TELEMETRY_CONNECTION: "CONNECTION",
NIXL_TELEMETRY_BACKEND: "BACKEND",
NIXL_TELEMETRY_ERROR: "ERROR",
NIXL_TELEMETRY_PERFORMANCE: "PERFORMANCE",
NIXL_TELEMETRY_SYSTEM: "SYSTEM",
NIXL_TELEMETRY_CUSTOM: "CUSTOM",
}
return category_strings.get(category, f"UNKNOWN_CATEGORY_{category}")
def print_telemetry_event(event):
"""Print telemetry event in a formatted way"""
logger.info("\n=== NIXL Telemetry Event ===")
logger.info("Timestamp: %s", format_timestamp(event.timestamp_us))
# Decode event name
event_name = event.event_name.decode("utf-8").rstrip("\x00")
category_str = get_telemetry_category_string(event.category)
logger.info("Category: %s", category_str)
logger.info("Event: %s", event_name)
logger.info("Value: %s", event.value)
logger.info("===========================")
def main():
"""Main function"""
parser = argparse.ArgumentParser(description="NIXL Telemetry Reader")
parser.add_argument(
"--telemetry_path", help="Path to the telemetry file", required=True
)
args = parser.parse_args()
logger.info("Telemetry path: %s", args.telemetry_path)
telemetry_file_name = args.telemetry_path
if not os.path.exists(telemetry_file_name):
logger.error("Telemetry file %s does not exist", telemetry_file_name)
return 1
signal.signal(signal.SIGINT, signal_handler)
try:
logger.info("Opening telemetry buffer: %s", telemetry_file_name)
logger.info("Press Ctrl+C to stop reading telemetry...")
buffer = SharedRingBuffer(telemetry_file_name, version=TELEMETRY_VERSION)
logger.info(
"Successfully opened telemetry buffer (version: %d)", buffer.get_version()
)
logger.info("Buffer capacity: %d events", buffer.get_capacity())
logger.info("Current events in buffer: %d", buffer.size())
logger.info("Event structure size: %d bytes", ctypes.sizeof(NixlTelemetryEvent))
event_count = 0
while running:
# Try to read an event from the buffer
event = buffer.pop()
if event:
event_count += 1
print_telemetry_event(event)
else:
# No events available, sleep briefly
time.sleep(0.5)
logger.info("\nTotal events read: %d", event_count)
logger.info("Final buffer size: %d events", buffer.size())
except Exception as e:
logger.error("Error: %s", e)
return 1
return 0
if __name__ == "__main__":
sys.exit(main())