From ce8600b44fd4711691599152c23240a93be1289c Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Wed, 24 May 2023 13:12:11 -0400 Subject: [PATCH 1/8] Use new uid generator --- skywalking/agent/__init__.py | 12 +++-- skywalking/bootstrap/hooks/uwsgi_hook.py | 3 +- skywalking/trace/__init__.py | 63 ++++++++++++++++++++++-- 3 files changed, 71 insertions(+), 7 deletions(-) diff --git a/skywalking/agent/__init__.py b/skywalking/agent/__init__.py index cad45fbb..44cfe400 100644 --- a/skywalking/agent/__init__.py +++ b/skywalking/agent/__init__.py @@ -192,11 +192,14 @@ def __fork_after_in_child(self) -> None: logger.info('New process detected, re-initializing SkyWalking Python agent') # Note: this is for experimental change, default config should never reach here # Fork support is controlled by config.agent_fork_support :default: False - # Important: This does not impact pre-forking server support (uwsgi, gunicorn, etc...) - # This is only for explicit long-running fork() calls. + # Important: This only impacts generic Python os.forks and gunicorn, etc...) but not uwsgi + # any postfork fixups below are also done inside skywalking.bootstrap.hooks.uwsgi_hook.py config.agent_instance_name = f'{config.agent_instance_name}-child({os.getpid()})' + # Regenerate PROCESS_ID, uwsgi is again undetected due to uncaught call to os.fork(), + GlobalIdGenerator.refresh_process_id() self.start() - logger.info(f'Agent spawned as {config.agent_instance_name} for service {config.agent_name}.') + logger.info(f'SkyWalking Python agent sucessfully respawned in forked process as {config.agent_instance_name} ' + f'for service {config.agent_name}.') def start(self) -> None: """ @@ -274,6 +277,9 @@ def start(self) -> None: if hasattr(os, 'register_at_fork'): os.register_at_fork(before=self.__fork_before, after_in_parent=self.__fork_after_in_parent, after_in_child=self.__fork_after_in_child) + + logger.info(f'SkyWalking Python agent sucessfully spawned in main process as {config.agent_instance_name} ' + f'for service {config.agent_name}.') def __fini(self): """ diff --git a/skywalking/bootstrap/hooks/uwsgi_hook.py b/skywalking/bootstrap/hooks/uwsgi_hook.py index fb77171a..09df42a6 100644 --- a/skywalking/bootstrap/hooks/uwsgi_hook.py +++ b/skywalking/bootstrap/hooks/uwsgi_hook.py @@ -35,6 +35,7 @@ """ from uwsgidecorators import postfork from skywalking import agent, config +from skywalking.trace import GlobalIDGenerator import os from skywalking.loggings import logger @@ -54,7 +55,7 @@ def setup_skywalking(): (e.g. the new agent_instance_name with the new PID) """ config.agent_instance_name = f'{config.agent_instance_name}-child({os.getpid()})' - + GlobalIDGenerator.refresh_process_id() agent.start() # append pid-suffix to instance name logger.info(f'Apache SkyWalking Python agent started in pre-forked worker process PID-{os.getpid()}. ' diff --git a/skywalking/trace/__init__.py b/skywalking/trace/__init__.py index 2c10b94b..e8f4f8a0 100644 --- a/skywalking/trace/__init__.py +++ b/skywalking/trace/__init__.py @@ -16,15 +16,72 @@ # import uuid +import threading +import time -from skywalking.utils.counter import AtomicCounter +# FIXME USELESS? +# from skywalking.utils.counter import AtomicCounter -_id = AtomicCounter() +# _id = AtomicCounter() +class GlobalIdGenerator: + """ + Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid + """ + PROCESS_ID = uuid.uuid1().hex # uuid.UUID(int=random.getrandbits(128), version=4).hex + + @staticmethod + def refresh_process_id(): + """ + Upon fork, a new processid will be given + os.register_at_fork() does not consider uwsgi, so additional handling is done on the hook side + This method is called from agent.__init__.py and bootstrap hooks + """ + GlobalIdGenerator.PROCESS_ID = uuid.uuid1().hex + + class IDContext: + def __init__(self, last_timestamp, thread_seq): + self.last_timestamp = last_timestamp + self.thread_seq = thread_seq + self.last_shift_timestamp = 0 + self.last_shift_value = 0 + + def next_seq(self): + return self.timestamp() * 10000 + self.next_thread_seq() + # return f'{self.timestamp() * 10000}{self.next_thread_seq()}' + + def timestamp(self): + # current_time_millis = int(time.time() * 1000) + # current_time_millis = time.time_ns() // 1_000_000 + current_time_millis = time.perf_counter_ns() // 1_000_000 + if current_time_millis < self.last_timestamp: + if self.last_shift_timestamp != current_time_millis: + self.last_shift_value += 1 + self.last_shift_timestamp = current_time_millis + return self.last_shift_value + else: + self.last_timestamp = current_time_millis + return self.last_timestamp + + def next_thread_seq(self): + if self.thread_seq == 10000: + self.thread_seq = 0 + return self.thread_seq + + THREAD_ID_SEQUENCE = threading.local() + THREAD_ID_SEQUENCE.context = IDContext(time.perf_counter_ns() // 1_000_000, 0) + + @staticmethod + def generate_fast(): + """ This is fastest by far faster than ID 4 times""" + return f'{GlobalIdGenerator.PROCESS_ID}.{threading.get_ident()}.{GlobalIdGenerator.THREAD_ID_SEQUENCE.context.next_seq()}' class ID(object): def __init__(self, raw_id: str = None): - self.value = raw_id or str(uuid.uuid1()).replace('-', '') + if raw_id is None: + self.value = GlobalIdGenerator.generate_fast() + else: + self.value = raw_id def __str__(self): return self.value From 0f22cfb16cd05080afa5a6257a2d86afb8bba202 Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Wed, 24 May 2023 17:54:27 +0000 Subject: [PATCH 2/8] Update comments and dependencies --- Makefile | 2 + poetry.lock | 1785 +++++++++++++--------------------- pyproject.toml | 3 +- skywalking/agent/__init__.py | 10 +- skywalking/trace/__init__.py | 43 +- 5 files changed, 733 insertions(+), 1110 deletions(-) diff --git a/Makefile b/Makefile index c5815098..1e312b39 100644 --- a/Makefile +++ b/Makefile @@ -65,8 +65,10 @@ install: gen-basic .PHONY: lint # flake8 configurations should go to the file setup.cfg +# pylint is installed here due to it requires python3.7.2+ lint: clean poetry run flake8 . + poetry run pip install -U pylint==2.17.4 poetry run pylint --disable=all --enable=E0602,E0603,E1101 skywalking tests .PHONY: fix diff --git a/poetry.lock b/poetry.lock index a86b6c47..bc816121 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.0 and should not be changed by hand. [[package]] name = "aiofiles" version = "23.1.0" description = "File support for asyncio." -category = "dev" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -16,7 +15,6 @@ files = [ name = "aiohttp" version = "3.7.4" description = "Async http client/server framework (asyncio)" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -74,7 +72,6 @@ speedups = ["aiodns", "brotlipy", "cchardet"] name = "aioredis" version = "2.0.1" description = "asyncio (PEP 3156) Redis support" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -91,14 +88,13 @@ hiredis = ["hiredis (>=1.0)"] [[package]] name = "aiormq" -version = "6.7.1" +version = "6.7.6" description = "Pure python AMQP asynchronous client library" -category = "dev" optional = false python-versions = ">=3.7,<4.0" files = [ - {file = "aiormq-6.7.1-py3-none-any.whl", hash = "sha256:c6de232c34c0be051a0251684fa480cb5ee498e9f536f244fba0668d06a7c8ed"}, - {file = "aiormq-6.7.1.tar.gz", hash = "sha256:f0328da19ba47b9f8bcdb3eb80faa20a6acc195ba721f1ccc008754ddd0abaee"}, + {file = "aiormq-6.7.6-py3-none-any.whl", hash = "sha256:da53ec26aeecdccda8dab7947f391c9b53943f7dd45c0fc4b515971e7fc320cf"}, + {file = "aiormq-6.7.6.tar.gz", hash = "sha256:ccf495e3da2849be37ba802389839ac7a6f18cf58f2b7d5f2cc4eb21e2dbc564"}, ] [package.dependencies] @@ -110,7 +106,6 @@ yarl = "*" name = "amqp" version = "5.1.1" description = "Low-level AMQP client for Python (fork of amqplib)." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -125,7 +120,6 @@ vine = ">=5.0.0" name = "anyio" version = "3.6.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "dev" optional = false python-versions = ">=3.6.2" files = [ @@ -145,18 +139,17 @@ trio = ["trio (>=0.16,<0.22)"] [[package]] name = "asgiref" -version = "3.6.0" +version = "3.7.1" description = "ASGI specs, helper code, and adapters" -category = "dev" optional = false python-versions = ">=3.7" files = [ - 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in makefile due to incompatible python version (3.7.2+) +# pylint = '^2.16.4' flake8 = "^5.0.4" # isort = "^5.10.1" unify = "^0.5" diff --git a/skywalking/agent/__init__.py b/skywalking/agent/__init__.py index 44cfe400..dd900090 100644 --- a/skywalking/agent/__init__.py +++ b/skywalking/agent/__init__.py @@ -34,6 +34,8 @@ from skywalking.profile.snapshot import TracingThreadSnapshot from skywalking.protocol.language_agent.Meter_pb2 import MeterData from skywalking.protocol.logging.Logging_pb2 import LogData + +from skywalking.trace import GlobalIdGenerator from skywalking.utils.singleton import Singleton if TYPE_CHECKING: @@ -195,10 +197,10 @@ def __fork_after_in_child(self) -> None: # Important: This only impacts generic Python os.forks and gunicorn, etc...) but not uwsgi # any postfork fixups below are also done inside skywalking.bootstrap.hooks.uwsgi_hook.py config.agent_instance_name = f'{config.agent_instance_name}-child({os.getpid()})' - # Regenerate PROCESS_ID, uwsgi is again undetected due to uncaught call to os.fork(), + # Regenerate PROCESS_ID, uwsgi is again undetected due to uncaught call to os.fork() GlobalIdGenerator.refresh_process_id() self.start() - logger.info(f'SkyWalking Python agent sucessfully respawned in forked process as {config.agent_instance_name} ' + logger.info(f'SkyWalking Python agent successfully respawned in forked process as {config.agent_instance_name} ' f'for service {config.agent_name}.') def start(self) -> None: @@ -277,8 +279,8 @@ def start(self) -> None: if hasattr(os, 'register_at_fork'): os.register_at_fork(before=self.__fork_before, after_in_parent=self.__fork_after_in_parent, after_in_child=self.__fork_after_in_child) - - logger.info(f'SkyWalking Python agent sucessfully spawned in main process as {config.agent_instance_name} ' + + logger.info(f'SkyWalking Python agent successfully spawned in main process as {config.agent_instance_name} ' f'for service {config.agent_name}.') def __fini(self): diff --git a/skywalking/trace/__init__.py b/skywalking/trace/__init__.py index e8f4f8a0..bfcb5824 100644 --- a/skywalking/trace/__init__.py +++ b/skywalking/trace/__init__.py @@ -19,15 +19,13 @@ import threading import time -# FIXME USELESS? -# from skywalking.utils.counter import AtomicCounter - -# _id = AtomicCounter() class GlobalIdGenerator: - """ + """o Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid """ + + # The PROCESS_ID must be regenerated upon fork to avoid collision PROCESS_ID = uuid.uuid1().hex # uuid.UUID(int=random.getrandbits(128), version=4).hex @staticmethod @@ -35,7 +33,7 @@ def refresh_process_id(): """ Upon fork, a new processid will be given os.register_at_fork() does not consider uwsgi, so additional handling is done on the hook side - This method is called from agent.__init__.py and bootstrap hooks + This method is called from both agent.__init__.py and bootstrap.hooks.uwsgi_hook """ GlobalIdGenerator.PROCESS_ID = uuid.uuid1().hex @@ -46,13 +44,16 @@ def __init__(self, last_timestamp, thread_seq): self.last_shift_timestamp = 0 self.last_shift_value = 0 - def next_seq(self): + def next_seq(self) -> int: + """ + Concatenate timestamp(ms) and thread sequence to generate a unique id + """ return self.timestamp() * 10000 + self.next_thread_seq() - # return f'{self.timestamp() * 10000}{self.next_thread_seq()}' - def timestamp(self): - # current_time_millis = int(time.time() * 1000) - # current_time_millis = time.time_ns() // 1_000_000 + def timestamp(self) -> int: + """ + Simple solution to time shift back problems, originally implemented by Snoyflake + """ current_time_millis = time.perf_counter_ns() // 1_000_000 if current_time_millis < self.last_timestamp: if self.last_shift_timestamp != current_time_millis: @@ -63,7 +64,10 @@ def timestamp(self): self.last_timestamp = current_time_millis return self.last_timestamp - def next_thread_seq(self): + def next_thread_seq(self) -> int: + """ + Generate sequence 0-9999 for the current thread + """ if self.thread_seq == 10000: self.thread_seq = 0 return self.thread_seq @@ -72,14 +76,21 @@ def next_thread_seq(self): THREAD_ID_SEQUENCE.context = IDContext(time.perf_counter_ns() // 1_000_000, 0) @staticmethod - def generate_fast(): - """ This is fastest by far faster than ID 4 times""" - return f'{GlobalIdGenerator.PROCESS_ID}.{threading.get_ident()}.{GlobalIdGenerator.THREAD_ID_SEQUENCE.context.next_seq()}' + def generate() -> str: + """ + A fast alternative to uuid, only rely on local distribution + """ + return f'{GlobalIdGenerator.PROCESS_ID}.{threading.get_ident()}.' \ + f'{GlobalIdGenerator.THREAD_ID_SEQUENCE.context.next_seq()}' + class ID(object): + """ + This class is kept to maintain backward compatibility + """ def __init__(self, raw_id: str = None): if raw_id is None: - self.value = GlobalIdGenerator.generate_fast() + self.value = GlobalIdGenerator.generate() else: self.value = raw_id From a8593b34096c6e7a2fd518102716fc3ff9a53649 Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Wed, 24 May 2023 18:08:32 +0000 Subject: [PATCH 3/8] Update changelog --- CHANGELOG.md | 9 +++++++++ skywalking/trace/__init__.py | 2 +- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ea12c56b..1a64a195 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,15 @@ ### 1.1.0 +- **Important Note and Breaking Changes:** + - This is a performance oriented patch, no new features will be added. + - **BREAKING**: TraceID/SegmentID generated by Python agent is now in the same format as SkyWalking Java agent. + +- Fixes: + - Optimized agent TraceID/SegmentID logic to a simplified snowflake algorithm in sync with SkyWalking Java agent (#310) + - This change speeds up ID generation by 4x, tracing core thus benefit from a ~30% performance gain. + - Before v1.1.0: UUID4, Since v1.1.0: PROCESS_ID}.THREAD_ID.TIMESTAMP_SEQ(0-9999) + ### 1.0.1 - Feature: diff --git a/skywalking/trace/__init__.py b/skywalking/trace/__init__.py index bfcb5824..3ad1482a 100644 --- a/skywalking/trace/__init__.py +++ b/skywalking/trace/__init__.py @@ -21,7 +21,7 @@ class GlobalIdGenerator: - """o + """ Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid """ From 85a53667d79e3cc085bd6ea55ea0f265c239c408 Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Thu, 25 May 2023 20:10:08 +0000 Subject: [PATCH 4/8] Update --- skywalking/trace/global_id.py | 0 tests/unit/test_id_generator.py | 0 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 skywalking/trace/global_id.py create mode 100644 tests/unit/test_id_generator.py diff --git a/skywalking/trace/global_id.py b/skywalking/trace/global_id.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/unit/test_id_generator.py b/tests/unit/test_id_generator.py new file mode 100644 index 00000000..e69de29b From 48607dba54481bd89c9e7d25b339a750913f18f2 Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Thu, 25 May 2023 20:10:53 +0000 Subject: [PATCH 5/8] Refactor and debug --- .gitpod.yml | 10 +++ CHANGELOG.md | 4 +- skywalking/agent/__init__.py | 2 +- skywalking/bootstrap/hooks/uwsgi_hook.py | 2 +- skywalking/trace/__init__.py | 82 -------------------- skywalking/trace/context.py | 2 +- skywalking/trace/global_id.py | 99 ++++++++++++++++++++++++ skywalking/trace/segment.py | 2 +- skywalking/trace/snapshot.py | 2 +- skywalking/trace/span.py | 2 +- skywalking/utils/time.py | 10 ++- tests/unit/test_id_generator.py | 66 ++++++++++++++++ 12 files changed, 190 insertions(+), 93 deletions(-) create mode 100644 .gitpod.yml diff --git a/.gitpod.yml b/.gitpod.yml new file mode 100644 index 00000000..63a3e4fd --- /dev/null +++ b/.gitpod.yml @@ -0,0 +1,10 @@ +# This configuration file was automatically generated by Gitpod. +# Please adjust to your needs (see https://www.gitpod.io/docs/introduction/learn-gitpod/gitpod-yaml) +# and commit this file to your remote git repository to share the goodness with others. + +# Learn more from ready-to-use templates: https://www.gitpod.io/docs/introduction/getting-started/quickstart + +tasks: + - init: make + + diff --git a/CHANGELOG.md b/CHANGELOG.md index 1a64a195..4adb72ad 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,9 +7,9 @@ - **BREAKING**: TraceID/SegmentID generated by Python agent is now in the same format as SkyWalking Java agent. - Fixes: - - Optimized agent TraceID/SegmentID logic to a simplified snowflake algorithm in sync with SkyWalking Java agent (#310) + - Optimized agent TraceID/SegmentID logic to a simplified snowflake algorithm in sync with SkyWalking Java agent (#311) - This change speeds up ID generation by 4x, tracing core thus benefit from a ~30% performance gain. - - Before v1.1.0: UUID4, Since v1.1.0: PROCESS_ID}.THREAD_ID.TIMESTAMP_SEQ(0-9999) + - Before v1.1.0: UUID1, Since v1.1.0: PROCESS_ID(UUID4).THREAD_ID.TIMESTAMP_SEQ(0-9999) ### 1.0.1 diff --git a/skywalking/agent/__init__.py b/skywalking/agent/__init__.py index dd900090..88f00cd8 100644 --- a/skywalking/agent/__init__.py +++ b/skywalking/agent/__init__.py @@ -35,7 +35,7 @@ from skywalking.protocol.language_agent.Meter_pb2 import MeterData from skywalking.protocol.logging.Logging_pb2 import LogData -from skywalking.trace import GlobalIdGenerator +from skywalking.trace.global_id import GlobalIdGenerator from skywalking.utils.singleton import Singleton if TYPE_CHECKING: diff --git a/skywalking/bootstrap/hooks/uwsgi_hook.py b/skywalking/bootstrap/hooks/uwsgi_hook.py index 09df42a6..ce7a7004 100644 --- a/skywalking/bootstrap/hooks/uwsgi_hook.py +++ b/skywalking/bootstrap/hooks/uwsgi_hook.py @@ -35,7 +35,7 @@ """ from uwsgidecorators import postfork from skywalking import agent, config -from skywalking.trace import GlobalIDGenerator +from skywalking.trace.global_id import GlobalIDGenerator import os from skywalking.loggings import logger diff --git a/skywalking/trace/__init__.py b/skywalking/trace/__init__.py index 3ad1482a..b1312a09 100644 --- a/skywalking/trace/__init__.py +++ b/skywalking/trace/__init__.py @@ -14,85 +14,3 @@ # See the License for the specific language governing permissions and # limitations under the License. # - -import uuid -import threading -import time - - -class GlobalIdGenerator: - """ - Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid - """ - - # The PROCESS_ID must be regenerated upon fork to avoid collision - PROCESS_ID = uuid.uuid1().hex # uuid.UUID(int=random.getrandbits(128), version=4).hex - - @staticmethod - def refresh_process_id(): - """ - Upon fork, a new processid will be given - os.register_at_fork() does not consider uwsgi, so additional handling is done on the hook side - This method is called from both agent.__init__.py and bootstrap.hooks.uwsgi_hook - """ - GlobalIdGenerator.PROCESS_ID = uuid.uuid1().hex - - class IDContext: - def __init__(self, last_timestamp, thread_seq): - self.last_timestamp = last_timestamp - self.thread_seq = thread_seq - self.last_shift_timestamp = 0 - self.last_shift_value = 0 - - def next_seq(self) -> int: - """ - Concatenate timestamp(ms) and thread sequence to generate a unique id - """ - return self.timestamp() * 10000 + self.next_thread_seq() - - def timestamp(self) -> int: - """ - Simple solution to time shift back problems, originally implemented by Snoyflake - """ - current_time_millis = time.perf_counter_ns() // 1_000_000 - if current_time_millis < self.last_timestamp: - if self.last_shift_timestamp != current_time_millis: - self.last_shift_value += 1 - self.last_shift_timestamp = current_time_millis - return self.last_shift_value - else: - self.last_timestamp = current_time_millis - return self.last_timestamp - - def next_thread_seq(self) -> int: - """ - Generate sequence 0-9999 for the current thread - """ - if self.thread_seq == 10000: - self.thread_seq = 0 - return self.thread_seq - - THREAD_ID_SEQUENCE = threading.local() - THREAD_ID_SEQUENCE.context = IDContext(time.perf_counter_ns() // 1_000_000, 0) - - @staticmethod - def generate() -> str: - """ - A fast alternative to uuid, only rely on local distribution - """ - return f'{GlobalIdGenerator.PROCESS_ID}.{threading.get_ident()}.' \ - f'{GlobalIdGenerator.THREAD_ID_SEQUENCE.context.next_seq()}' - - -class ID(object): - """ - This class is kept to maintain backward compatibility - """ - def __init__(self, raw_id: str = None): - if raw_id is None: - self.value = GlobalIdGenerator.generate() - else: - self.value = raw_id - - def __str__(self): - return self.value diff --git a/skywalking/trace/context.py b/skywalking/trace/context.py index 4b9e7969..d3381a6f 100644 --- a/skywalking/trace/context.py +++ b/skywalking/trace/context.py @@ -20,7 +20,7 @@ from skywalking import profile from skywalking.agent import agent from skywalking.profile.profile_status import ProfileStatusReference -from skywalking.trace import ID +from skywalking.trace.global_id import ID from skywalking.trace.carrier import Carrier from skywalking.trace.segment import Segment, SegmentRef from skywalking.trace.snapshot import Snapshot diff --git a/skywalking/trace/global_id.py b/skywalking/trace/global_id.py index e69de29b..49eb483f 100644 --- a/skywalking/trace/global_id.py +++ b/skywalking/trace/global_id.py @@ -0,0 +1,99 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You 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 uuid +import threading +import time +import contextvars + +class GlobalIdGenerator: + """ + Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid + """ + + # The PROCESS_ID must be regenerated upon fork to avoid collision + PROCESS_ID = uuid.uuid1().hex + + @staticmethod + def refresh_process_id(): + """ + Upon fork, a new processid will be given + os.register_at_fork() does not consider uwsgi, so additional handling is done on the hook side + This method is called from both agent.__init__.py and bootstrap.hooks.uwsgi_hook + """ + GlobalIdGenerator.PROCESS_ID = uuid.uuid1().hex + + class IDContext: + def __init__(self, last_timestamp, thread_seq): + self.last_timestamp = last_timestamp + self.thread_seq = thread_seq + self.last_shift_timestamp = 0 + self.last_shift_value = 0 + + def next_seq(self) -> int: + """ + Concatenate timestamp(ms) and thread sequence to generate a unique id + """ + return self.timestamp() * 10000 + self.next_thread_seq() + + def timestamp(self) -> int: + """ + Simple solution to time shift back problems, originally implemented by Snoyflake + """ + current_time_millis = time.time_ns() // 1_000_000 + if current_time_millis >= self.last_timestamp: + self.last_timestamp = current_time_millis + return self.last_timestamp + else: + if self.last_shift_timestamp != current_time_millis: + self.last_shift_value += 1 + self.last_shift_timestamp = current_time_millis + return self.last_shift_value + + def next_thread_seq(self) -> int: + """ + Generate sequence 0-9999 for the current thread + """ + if self.thread_seq == 10000: + self.thread_seq = 0 + self.thread_seq += 1 + return self.thread_seq + + THREAD_ID_SEQUENCE = contextvars.ContextVar( + 'thread_id_sequence', default=IDContext(time.time_ns() // 1_000_000, 0)) + + @staticmethod + def generate() -> str: + """ + Concatenate uids + """ + return f'{GlobalIdGenerator.PROCESS_ID}.{threading.get_ident()}.' \ + f'{GlobalIdGenerator.THREAD_ID_SEQUENCE.get().next_seq()}' + + +class ID(object): + """ + This class is kept to maintain backward compatibility + """ + def __init__(self, raw_id: str = None): + if raw_id is None: + self.value = GlobalIdGenerator.generate() + else: + self.value = raw_id + + def __str__(self): + return self.value diff --git a/skywalking/trace/segment.py b/skywalking/trace/segment.py index 62a0698e..eb589235 100644 --- a/skywalking/trace/segment.py +++ b/skywalking/trace/segment.py @@ -19,7 +19,7 @@ from typing import List, TYPE_CHECKING from skywalking import config -from skywalking.trace import ID +from skywalking.trace.global_id import ID from skywalking.utils.lang import tostring if TYPE_CHECKING: diff --git a/skywalking/trace/snapshot.py b/skywalking/trace/snapshot.py index 3072ba9d..be7cee91 100644 --- a/skywalking/trace/snapshot.py +++ b/skywalking/trace/snapshot.py @@ -19,7 +19,7 @@ if TYPE_CHECKING: from skywalking.trace.context import SpanContext -from skywalking.trace import ID +from skywalking.trace.global_id import ID class Snapshot: diff --git a/skywalking/trace/span.py b/skywalking/trace/span.py index 18fe1d9b..ceab7752 100644 --- a/skywalking/trace/span.py +++ b/skywalking/trace/span.py @@ -21,7 +21,7 @@ from typing import TYPE_CHECKING from skywalking import Kind, Layer, Log, Component, LogItem, config -from skywalking.trace import ID +from skywalking.trace.global_id import ID from skywalking.trace.carrier import Carrier from skywalking.trace.segment import SegmentRef, Segment from skywalking.trace.tags import Tag diff --git a/skywalking/utils/time.py b/skywalking/utils/time.py index faa70c8f..50081c24 100644 --- a/skywalking/utils/time.py +++ b/skywalking/utils/time.py @@ -15,8 +15,12 @@ # limitations under the License. # -import time +""" TODO: call time.time_ns() // 1_000_000 directly""" +import time -def current_milli_time(): - return round(time.time() * 1000) +def current_milli_time() -> int: + """ + Returning current millisecond in int + """ + return time.time_ns() // 1_000_000 diff --git a/tests/unit/test_id_generator.py b/tests/unit/test_id_generator.py index e69de29b..1a7b8f52 100644 --- a/tests/unit/test_id_generator.py +++ b/tests/unit/test_id_generator.py @@ -0,0 +1,66 @@ +import multiprocessing +import unittest +import time +import os +from skywalking.trace.global_id import GlobalIdGenerator, ID + + +class TestGlobalIdGenerator(unittest.TestCase): + def test_refresh_process_id(self): + old_id = GlobalIdGenerator.PROCESS_ID + GlobalIdGenerator.refresh_process_id() + new_id = GlobalIdGenerator.PROCESS_ID + self.assertNotEqual(old_id, new_id, "Process ID should change after refresh") + + def test_id_context(self): + id_context = GlobalIdGenerator.IDContext(time.time_ns() // 1_000_000, 0) + old_id = id_context.next_seq() + new_id = id_context.next_seq() + self.assertNotEqual(old_id, new_id, "IDContext should generate different sequences") + + def test_generate(self): + old_id = GlobalIdGenerator.generate() + new_id = GlobalIdGenerator.generate() + self.assertNotEqual(old_id, new_id, "GlobalIdGenerator should generate different IDs") + + def test_id(self): + id_obj = ID() + self.assertIsInstance(id_obj.value, str, "ID should contain a string value") + self.assertEqual(id_obj.value, str(id_obj), "__str__ should return the ID value") + + def test_multiprocessing_behavior(self): + # create a separate process to test refresh_process_id + # it will call os.fork() to create a child process in linux + os.register_at_fork(after_in_child=GlobalIdGenerator.refresh_process_id) + def worker(q): + q.put(GlobalIdGenerator.PROCESS_ID) + + q = multiprocessing.Queue() + p = multiprocessing.Process(target=worker, args=(q,)) + p.start() + p.join() + + process_id_in_child_process = q.get() + + self.assertNotEqual(process_id_in_child_process, GlobalIdGenerator.PROCESS_ID, + "Process ID should change in child process after fork") + + @unittest.skipIf(not hasattr(os, 'fork'), "os.fork is not available on this system") + def test_fork_behavior(self): + parent_id = GlobalIdGenerator.PROCESS_ID + os.register_at_fork(after_in_child=GlobalIdGenerator.refresh_process_id) + + newpid = os.fork() + if newpid == 0: + # This is the child process. + child_id = GlobalIdGenerator.PROCESS_ID + assert parent_id != child_id + os._exit(0) # It's important to terminate the child process! + else: + # This is the parent process. + # Wait for the child process to exit. + os.waitpid(newpid, 0) + + +if __name__ == "__main__": + unittest.main() From 40c232c4dc6a6a6c0399bf15b7112bea45095531 Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Thu, 25 May 2023 20:34:10 +0000 Subject: [PATCH 6/8] Fixup --- .gitpod.yml | 10 --- skywalking/agent/__init__.py | 4 +- skywalking/bootstrap/hooks/uwsgi_hook.py | 11 +--- skywalking/trace/global_id.py | 5 ++ skywalking/utils/time.py | 1 + tests/unit/test_global_id.py | 84 ++++++++++++++++++++++++ tests/unit/test_id_generator.py | 66 ------------------- 7 files changed, 95 insertions(+), 86 deletions(-) delete mode 100644 .gitpod.yml create mode 100644 tests/unit/test_global_id.py delete mode 100644 tests/unit/test_id_generator.py diff --git a/.gitpod.yml b/.gitpod.yml deleted file mode 100644 index 63a3e4fd..00000000 --- a/.gitpod.yml +++ /dev/null @@ -1,10 +0,0 @@ -# This configuration file was automatically generated by Gitpod. -# Please adjust to your needs (see https://www.gitpod.io/docs/introduction/learn-gitpod/gitpod-yaml) -# and commit this file to your remote git repository to share the goodness with others. - -# Learn more from ready-to-use templates: https://www.gitpod.io/docs/introduction/getting-started/quickstart - -tasks: - - init: make - - diff --git a/skywalking/agent/__init__.py b/skywalking/agent/__init__.py index 88f00cd8..951d5097 100644 --- a/skywalking/agent/__init__.py +++ b/skywalking/agent/__init__.py @@ -35,7 +35,7 @@ from skywalking.protocol.language_agent.Meter_pb2 import MeterData from skywalking.protocol.logging.Logging_pb2 import LogData -from skywalking.trace.global_id import GlobalIdGenerator +from skywalking.trace.global_id import global_id_generator from skywalking.utils.singleton import Singleton if TYPE_CHECKING: @@ -198,7 +198,7 @@ def __fork_after_in_child(self) -> None: # any postfork fixups below are also done inside skywalking.bootstrap.hooks.uwsgi_hook.py config.agent_instance_name = f'{config.agent_instance_name}-child({os.getpid()})' # Regenerate PROCESS_ID, uwsgi is again undetected due to uncaught call to os.fork() - GlobalIdGenerator.refresh_process_id() + global_id_generator.refresh_process_id() self.start() logger.info(f'SkyWalking Python agent successfully respawned in forked process as {config.agent_instance_name} ' f'for service {config.agent_name}.') diff --git a/skywalking/bootstrap/hooks/uwsgi_hook.py b/skywalking/bootstrap/hooks/uwsgi_hook.py index ce7a7004..7714e2e6 100644 --- a/skywalking/bootstrap/hooks/uwsgi_hook.py +++ b/skywalking/bootstrap/hooks/uwsgi_hook.py @@ -35,18 +35,12 @@ """ from uwsgidecorators import postfork from skywalking import agent, config -from skywalking.trace.global_id import GlobalIDGenerator +from skywalking.trace.global_id import global_id_generator import os from skywalking.loggings import logger -# -# config.init(collector_address='localhost:12800', protocol='http', service_name='test-fastapi-service', -# log_reporter_active=True, service_instance=f'test_instance-{os.getpid()} forkfork', -# logging_level='CRITICAL') - - @postfork def setup_skywalking(): """ @@ -55,7 +49,8 @@ def setup_skywalking(): (e.g. the new agent_instance_name with the new PID) """ config.agent_instance_name = f'{config.agent_instance_name}-child({os.getpid()})' - GlobalIDGenerator.refresh_process_id() + global_id_generator.refresh_process_id() + agent.start() # append pid-suffix to instance name logger.info(f'Apache SkyWalking Python agent started in pre-forked worker process PID-{os.getpid()}. ' diff --git a/skywalking/trace/global_id.py b/skywalking/trace/global_id.py index 49eb483f..bdcad945 100644 --- a/skywalking/trace/global_id.py +++ b/skywalking/trace/global_id.py @@ -20,6 +20,7 @@ import time import contextvars + class GlobalIdGenerator: """ Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid @@ -97,3 +98,7 @@ def __init__(self, raw_id: str = None): def __str__(self): return self.value + + +# Import alias to avoid pylint error +global_id_generator = GlobalIdGenerator diff --git a/skywalking/utils/time.py b/skywalking/utils/time.py index 50081c24..72ae02d1 100644 --- a/skywalking/utils/time.py +++ b/skywalking/utils/time.py @@ -19,6 +19,7 @@ import time + def current_milli_time() -> int: """ Returning current millisecond in int diff --git a/tests/unit/test_global_id.py b/tests/unit/test_global_id.py new file mode 100644 index 00000000..d576c16a --- /dev/null +++ b/tests/unit/test_global_id.py @@ -0,0 +1,84 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You 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 multiprocessing +import unittest +import time +import os +from skywalking.trace.global_id import global_id_generator, ID + + +class TestGlobalIdGenerator(unittest.TestCase): + def test_refresh_process_id(self): + old_id = global_id_generator.PROCESS_ID + global_id_generator.refresh_process_id() + new_id = global_id_generator.PROCESS_ID + self.assertNotEqual(old_id, new_id, 'Process ID should change after refresh') + + def test_id_context(self): + id_context = global_id_generator.IDContext(time.time_ns() // 1_000_000, 0) + old_id = id_context.next_seq() + new_id = id_context.next_seq() + self.assertNotEqual(old_id, new_id, 'IDContext should generate different sequences') + + def test_generate(self): + old_id = global_id_generator.generate() + new_id = global_id_generator.generate() + self.assertNotEqual(old_id, new_id, 'GlobalIdGenerator should generate different IDs') + + def test_id(self): + id_obj = ID() + self.assertIsInstance(id_obj.value, str, 'ID should contain a string value') + self.assertEqual(id_obj.value, str(id_obj), '__str__ should return the ID value') + + def test_multiprocessing_behavior(self): + # create a separate process to test refresh_process_id + # it will call os.fork() to create a child process in linux + os.register_at_fork(after_in_child=global_id_generator.refresh_process_id) + + def worker(q): + q.put(global_id_generator.PROCESS_ID) + + q = multiprocessing.Queue() + p = multiprocessing.Process(target=worker, args=(q,)) + p.start() + p.join() + + process_id_in_child_process = q.get() + + self.assertNotEqual(process_id_in_child_process, global_id_generator.PROCESS_ID, + 'Process ID should change in child process after fork') + + @unittest.skipIf(not hasattr(os, 'fork'), 'os.fork is not available on this system') + def test_fork_behavior(self): + parent_id = global_id_generator.PROCESS_ID + os.register_at_fork(after_in_child=global_id_generator.refresh_process_id) + + newpid = os.fork() + if newpid == 0: + # This is the child process. + child_id = global_id_generator.PROCESS_ID + assert parent_id != child_id + os._exit(0) # It's important to terminate the child process! + else: + # This is the parent process. + # Wait for the child process to exit. + os.waitpid(newpid, 0) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/unit/test_id_generator.py b/tests/unit/test_id_generator.py deleted file mode 100644 index 1a7b8f52..00000000 --- a/tests/unit/test_id_generator.py +++ /dev/null @@ -1,66 +0,0 @@ -import multiprocessing -import unittest -import time -import os -from skywalking.trace.global_id import GlobalIdGenerator, ID - - -class TestGlobalIdGenerator(unittest.TestCase): - def test_refresh_process_id(self): - old_id = GlobalIdGenerator.PROCESS_ID - GlobalIdGenerator.refresh_process_id() - new_id = GlobalIdGenerator.PROCESS_ID - self.assertNotEqual(old_id, new_id, "Process ID should change after refresh") - - def test_id_context(self): - id_context = GlobalIdGenerator.IDContext(time.time_ns() // 1_000_000, 0) - old_id = id_context.next_seq() - new_id = id_context.next_seq() - self.assertNotEqual(old_id, new_id, "IDContext should generate different sequences") - - def test_generate(self): - old_id = GlobalIdGenerator.generate() - new_id = GlobalIdGenerator.generate() - self.assertNotEqual(old_id, new_id, "GlobalIdGenerator should generate different IDs") - - def test_id(self): - id_obj = ID() - self.assertIsInstance(id_obj.value, str, "ID should contain a string value") - self.assertEqual(id_obj.value, str(id_obj), "__str__ should return the ID value") - - def test_multiprocessing_behavior(self): - # create a separate process to test refresh_process_id - # it will call os.fork() to create a child process in linux - os.register_at_fork(after_in_child=GlobalIdGenerator.refresh_process_id) - def worker(q): - q.put(GlobalIdGenerator.PROCESS_ID) - - q = multiprocessing.Queue() - p = multiprocessing.Process(target=worker, args=(q,)) - p.start() - p.join() - - process_id_in_child_process = q.get() - - self.assertNotEqual(process_id_in_child_process, GlobalIdGenerator.PROCESS_ID, - "Process ID should change in child process after fork") - - @unittest.skipIf(not hasattr(os, 'fork'), "os.fork is not available on this system") - def test_fork_behavior(self): - parent_id = GlobalIdGenerator.PROCESS_ID - os.register_at_fork(after_in_child=GlobalIdGenerator.refresh_process_id) - - newpid = os.fork() - if newpid == 0: - # This is the child process. - child_id = GlobalIdGenerator.PROCESS_ID - assert parent_id != child_id - os._exit(0) # It's important to terminate the child process! - else: - # This is the parent process. - # Wait for the child process to exit. - os.waitpid(newpid, 0) - - -if __name__ == "__main__": - unittest.main() From 918aadbbfed4b04769c24163c17d5881cd46ccde Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Thu, 25 May 2023 21:55:59 +0000 Subject: [PATCH 7/8] Update typing --- skywalking/trace/global_id.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/skywalking/trace/global_id.py b/skywalking/trace/global_id.py index bdcad945..9055f9f8 100644 --- a/skywalking/trace/global_id.py +++ b/skywalking/trace/global_id.py @@ -19,7 +19,7 @@ import threading import time import contextvars - +from typing import Optional class GlobalIdGenerator: """ @@ -90,7 +90,7 @@ class ID(object): """ This class is kept to maintain backward compatibility """ - def __init__(self, raw_id: str = None): + def __init__(self, raw_id: Optional[str] = None): if raw_id is None: self.value = GlobalIdGenerator.generate() else: From 382b2af69e4faac460a6c1cfa2b080fc8b5d802d Mon Sep 17 00:00:00 2001 From: Superskyyy Date: Sat, 27 May 2023 22:34:08 -0400 Subject: [PATCH 8/8] Fix lint --- skywalking/trace/global_id.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/skywalking/trace/global_id.py b/skywalking/trace/global_id.py index 9055f9f8..470a38be 100644 --- a/skywalking/trace/global_id.py +++ b/skywalking/trace/global_id.py @@ -21,9 +21,10 @@ import contextvars from typing import Optional + class GlobalIdGenerator: """ - Simplified snowflake algorithm that only rely on local distribution, fast alternative to uuid + A fast alternative to uuid """ # The PROCESS_ID must be regenerated upon fork to avoid collision @@ -100,5 +101,5 @@ def __str__(self): return self.value -# Import alias to avoid pylint error +# Import alias to bypass pylint error global_id_generator = GlobalIdGenerator