MegFlow - Efficient ML solutions for long-tailed demands.

旷视天元 MegEngine

Last update: Dec 21, 2022

Overview

MegFlow

MegFlow 是一个面向视觉应用的流式计算框架, 目标是简单、高性能、帮助机器学习应用快速落地。

Features

基于 async-std[features=tokio1] 的高效异步运行时调度器
简洁的基于 toml 的建图描述格式
支持静态、动态、共享子图
支持 Rust/Python 多语言共存（会 Python 即可）
支持资源管理（多层级跨任务共享）
支持异常处理（异常任务会终止所在静态图）
支持 demux/reorder/transform 等通用函数式组件
Python 插件内置有栈协程，不依赖 asyncio
基础测试工具，支持插件沙盒，用于单测插件

HowTo

Current Support List

系统环境	支持情况
Windows 10 WSL ubuntu18.04	✔️
x86 Ubuntu16.04 有 GPU	✔️
x86 Ubuntu18.04 无 GPU	✔️
x86 macos	✔️
ARM	/

Python 版本	支持情况
3.6	✔️
3.7	✔️
3.8	✔️
3.9	/

Built-in Applications

猫猫围栏
电梯电动车报警

Coming Soon

进程级别的节点、子图支持
插件自动化测试部署
调试工具，建图实时预览 profile 工具
性能监控，inspect 工具
更多内置应用和组件

Contact Us

Issue: github.com/MegEngine/MegFlow/issues
Email: [email protected]
Forum: discuss.megengine.org.cn
QQ Group: 1029741705
OPENI: openi.org.cn/MegEngine

License

Apache 2.0

Acknowledgement

MegFlow 模型和推理学习了这些项目：

MegFlow Python 使用了下列项目：

MegFlow Rust 使用了以下项目：

Comments

如何在MegFLow的框架下利用Flask等框架传输纯文本数据？

detail | 详细描述

目前看官方的教程，只有ImageServer和VideoServer，两者必须要传输Image或者Video数据，虽然有extra_data能够解析URL，但是无法只传输纯文本信息。

希望官方教程增加在MegFlow框架下，利用Flask等Web框架作为source的示例代码，方便自定义传输数据的类型
enhancement help wanted

opened by wanghan0501 4
MegFlow 后续可以支持在win平台运行吗？

platform | 软硬件环境

win 10 i5-10210U MX330

error log | 日志或报错信息

ERROR: megflow-0.1.0-py37-none-linux_x86_64.whl is not a supported wheel on this platform.

opened by Qianlu5110 3
MacOS build and run examples failed
error log | 日志或报错信息

cargo run --example run_with_plugins -- -p logical_test Compiling unicode-segmentation v1.8.0 Compiling unicode-width v0.1.8 Compiling vec_map v0.8.2 Compiling os_str_bytes v2.4.0 Compiling strsim v0.10.0 Compiling proc-macro-error-attr v1.0.4 Compiling proc-macro-error v1.0.4 Compiling textwrap v0.12.1 Compiling heck v0.3.3 Compiling clap_derive v3.0.0-beta.2 Compiling clap v3.0.0-beta.2 Compiling flow-rs v0.1.0 (/Users/weixiaobin/Repos/github/MegFlow/flow-rs) Finished dev [unoptimized + debuginfo] target(s) in 16.46s Running /Users/xxx/Repos/github/MegFlow/target/debug/examples/run_with_plugins -p logical_test thread 'main' panicked at 'module megflow not found: PyErr { type: <class 'ModuleNotFoundError'>, value: ModuleNotFoundError("No module named 'megflow'"), traceback: None }', flow-rs/src/loader/python/mod.rs:139:51 note: run with RUST_BACKTRACE=1 environment variable to display a backtrace [1] 15835 abort cargo run --example run_with_plugins -- -p logical_test

context | 编译/运行环境

MacOS Big Sur 11.5.2 (20G95) master 00de1fff1315e1c17ff23988905a36ddc3a8a222 python 3.8.10

how to reproduce | 复现步骤

brew install rust

cd MegFlow; cargo build; cd flow-python; python setup.py install

cd examples; cargo run --example run_with_plugins -- -p logical_test
opened by xbwee1024 3

猫猫围栏注册服务运行成功后无法打开网页

运行环境：win11 wsl2 ubuntu2004

运行状态如下

2021-10-09 16:03:35.197 | INFO     | cat_finder.redis_proxy:__init__:24 - init redis pool...
2021-10-09 16:03:35.197 | INFO     | cat_finder.det:__init__:21 - loading YOLOX detection...
2021-10-09 16:03:39.074 | INFO     | cat_finder.det:__init__:36 -  YOLOX loaded.
2021-10-09 16:03:39.074 | INFO     | cat_finder.reid_image:__init__:22 - loading Image Reid...
2021-10-09 16:03:39.283 | DEBUG    | warehouse.reid_alignedreid.lite:inference:60 - ReID infer time: 0.0719s
2021-10-09 16:03:39.284 | INFO     | cat_finder.reid_image:__init__:31 - Image Reid loaded.

使用cURL发送post请求可以得到结果，但是浏览器无法打开网页

opened by tangzhongsi 2

Dumping 'logical_test.png' failed

error log | 日志或报错信息

$ megflow_run -p ./logical_test/ -c ./logical_test/logical_test.toml --dump
thread '<unnamed>' panicked at 'called `Result::unwrap()` on an `Err` value: No such file or directory (os error 2)', flow-python/src/lib.rs:153:66
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
Aborted (core dumped)

context | 编译/运行环境

Ubuntu 20.04.4 LTS 64-bits
python 3.8
cuda11.3

how to reproduce | 复现步骤

build Megflow from source
cd MegFlow/flow-python/examples
megflow_run -p ./logical_test/ -c ./logical_test/logical_test.toml --dump

opened by GWwangshuo 1

Bytes server
Add BytesServer, bytes in bytes out.

Add server example flow-plugins/examples/bytes_server.toml

Add client example flow-python/examples/application/misc/bytes_client.py

Support https://github.com/MegEngine/MegFlow/issues/40
opened by tpoisonooo 1
feat(flow-rs): use ffmpeg dylib
因 pyo3 问题，对 macos 支持还在修复。

修改 ffmpeg 为 .so 或 .dylib 调用，满足 LGPL 要求

建图支持 dict ，即 Python 支持 map_reduce 类用法

调整 Python 相关目录结构，区分应用范例和 megflow 本身用法的示例

新增编译选项 open-camera，可以在 VideoServer 输入 /dev/video0 直接打开摄像头，此时不需要 RTSP

github 文档调整风格，支持到 docusaurus 风格转换。即一份文档可以两种部署
opened by tpoisonooo 1
build(deps): bump tar from 4.4.17 to 4.4.19 in /flow-debugger/debugger-ui
Bumps tar from 4.4.17 to 4.4.19.

Commits

9a6faa0 4.4.19

70ef812 drop dirCache for symlink on all platforms

3e35515 4.4.18

52b09e3 fix: prevent path escape using drive-relative paths

bb93ba2 fix: reserve paths properly for unicode, windows

2f1bca0 fix: prune dirCache properly for unicode, windows

See full diff in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies
opened by dependabot[bot] 1
build(deps): bump express from 4.17.1 to 4.18.2 in /flow-debugger/debugger-ui
Bumps express from 4.17.1 to 4.18.2.

Release notes

Sourced from express's releases.

4.18.2

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1

Fix hanging on large stack of sync routes

4.18.0

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

Fix emitted 416 error missing headers property

Limit the headers removed for 304 response

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

... (truncated)

Changelog

Sourced from express's changelog.

4.18.2 / 2022-10-08

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1 / 2022-04-29

Fix hanging on large stack of sync routes

4.18.0 / 2022-04-25

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

... (truncated)

Commits

8368dc1 4.18.2

61f4049 docs: replace Freenode with Libera Chat

bb7907b build: [email protected]

f56ce73 build: [email protected]

24b3dc5 deps: [email protected]

689d175 deps: [email protected]

340be0f build: [email protected]

33e8dc3 docs: use Node.js name style

644f646 build: [email protected]

ecd7572 build: [email protected]

Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies javascript
opened by dependabot[bot] 1
build(deps): bump qs and express in /flow-debugger/debugger-ui
Bumps qs and express. These dependencies needed to be updated together. Updates qs from 6.5.2 to 6.5.3

Changelog

Sourced from qs's changelog.

6.5.3

[Fix] parse: ignore __proto__ keys (#428)

[Fix] utils.merge: avoid a crash with a null target and a truthy non-array source

[Fix] correctly parse nested arrays

[Fix] stringify: fix a crash with strictNullHandling and a custom filter/serializeDate (#279)

[Fix] utils: merge: fix crash when source is a truthy primitive & no options are provided

[Fix] when parseArrays is false, properly handle keys ending in []

[Fix] fix for an impossible situation: when the formatter is called with a non-string value

[Fix] utils.merge: avoid a crash with a null target and an array source

[Refactor] utils: reduce observable [[Get]]s

[Refactor] use cached Array.isArray

[Refactor] stringify: Avoid arr = arr.concat(...), push to the existing instance (#269)

[Refactor] parse: only need to reassign the var once

[Robustness] stringify: avoid relying on a global undefined (#427)

[readme] remove travis badge; add github actions/codecov badges; update URLs

[Docs] Clean up license text so it’s properly detected as BSD-3-Clause

[Docs] Clarify the need for "arrayLimit" option

[meta] fix README.md (#399)

[meta] add FUNDING.yml

[actions] backport actions from main

[Tests] always use String(x) over x.toString()

[Tests] remove nonexistent tape option

[Dev Deps] backport from main

Commits

298bfa5 v6.5.3

ed0f5dc [Fix] parse: ignore __proto__ keys (#428)

691e739 [Robustness] stringify: avoid relying on a global undefined (#427)

1072d57 [readme] remove travis badge; add github actions/codecov badges; update URLs

12ac1c4 [meta] fix README.md (#399)

0338716 [actions] backport actions from main

5639c20 Clean up license text so it’s properly detected as BSD-3-Clause

51b8a0b add FUNDING.yml

45f6759 [Fix] fix for an impossible situation: when the formatter is called with a no...

f814a7f [Dev Deps] backport from main

Additional commits viewable in compare view

Updates express from 4.17.1 to 4.18.2

Release notes

Sourced from express's releases.

4.18.2

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1

Fix hanging on large stack of sync routes

4.18.0

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

Fix emitted 416 error missing headers property

Limit the headers removed for 304 response

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

... (truncated)

Changelog

Sourced from express's changelog.

4.18.2 / 2022-10-08

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1 / 2022-04-29

Fix hanging on large stack of sync routes

4.18.0 / 2022-04-25

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

... (truncated)

Commits

8368dc1 4.18.2

61f4049 docs: replace Freenode with Libera Chat

bb7907b build: [email protected]

f56ce73 build: [email protected]

24b3dc5 deps: [email protected]

689d175 deps: [email protected]

340be0f build: [email protected]

33e8dc3 docs: use Node.js name style

644f646 build: [email protected]

ecd7572 build: [email protected]

Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies javascript
opened by dependabot[bot] 1
build(deps): bump decode-uri-component from 0.2.0 to 0.2.2 in /flow-debugger/debugger-ui
Bumps decode-uri-component from 0.2.0 to 0.2.2.

Release notes

Sourced from decode-uri-component's releases.

v0.2.2

Prevent overwriting previously decoded tokens 980e0bf

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.1...v0.2.2

v0.2.1

Switch to GitHub workflows 76abc93

Fix issue where decode throws - fixes #6 746ca5d

Update license (#1) 486d7e2

Tidelift tasks a650457

Meta tweaks 66e1c28

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.0...v0.2.1

Commits

a0eea46 0.2.2

980e0bf Prevent overwriting previously decoded tokens

3c8a373 0.2.1

76abc93 Switch to GitHub workflows

746ca5d Fix issue where decode throws - fixes #6

486d7e2 Update license (#1)

a650457 Tidelift tasks

66e1c28 Meta tweaks

See full diff in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies javascript
opened by dependabot[bot] 1
build(deps): bump loader-utils from 1.2.3 to 1.4.2 in /flow-debugger/debugger-ui
Bumps loader-utils from 1.2.3 to 1.4.2.

Release notes

Sourced from loader-utils's releases.

v1.4.2

1.4.2 (2022-11-11)

Bug Fixes

ReDoS problem (#226) (17cbf8f)

v1.4.1

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

v1.4.0

1.4.0 (2020-02-19)

Features

the resourceQuery is passed to the interpolateName method (#163) (cd0e428)

v1.3.0

1.3.0 (2020-02-19)

Features

support the [query] template for the interpolatedName method (#162) (469eeba)

Changelog

Sourced from loader-utils's changelog.

1.4.2 (2022-11-11)

Bug Fixes

ReDoS problem (#226) (17cbf8f)

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

1.4.0 (2020-02-19)

Features

the resourceQuery is passed to the interpolateName method (#163) (cd0e428)

1.3.0 (2020-02-19)

Features

support the [query] template for the interpolatedName method (#162) (469eeba)

Commits

331ad50 chore(release): 1.4.2

17cbf8f fix: ReDoS problem (#226)

8f082b3 chore(release): 1.4.1

4504e34 fix: security problem (#220)

d95b8b5 chore(release): 1.4.0

cd0e428 feat: the resourceQuery is passed to the interpolateName method (#163)

06d36cf chore(release): 1.3.0

469eeba feat: support the [query] template for the interpolatedName method (#162)

909c99d chore: funding.yml config and CI fix (#159)

b5b74f0 Set up CI with Azure Pipelines

Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies javascript
opened by dependabot[bot] 1
build(deps): bump thread_local from 1.1.3 to 1.1.4
Bumps thread_local from 1.1.3 to 1.1.4.

Commits

4a54e57 Bump version to 1.1.4

ebf8b45 Merge pull request #34 from ibraheemdev/patch-1

3d69afa Fix memory ordering in RawIter::next

See full diff in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies rust
opened by dependabot[bot] 1
build(deps): bump hyper from 0.14.11 to 0.14.16 in /flow-debugger
Bumps hyper from 0.14.11 to 0.14.16.

Release notes

Sourced from hyper's releases.

v0.14.16

Features

http2: add http2_max_send_buf_size option to client and server (bff977b7)

server: add HTTP/1 header read timeout option (#2675) (842c6553, closes #2457)

Bug Fixes

http1: return 414 when URI contains more than 65534 characters (#2706) (5f938fff, closes #2701)

http2: received Body::size_hint() now return 0 if implicitly empty (#2715) (84b78b6c)

server: use case-insensitive comparison for Expect: 100-continue (#2709) (7435cc33, closes #2708)

New Contributors

@rajing made their first contribution in hyperium/hyper#2706

@JonathanMurray made their first contribution in hyperium/hyper#2709

v0.14.15

Bug Fixes

client: cancel blocking DNS lookup if GaiFuture is dropped (174b553d)

Features

http1: add http1_writev(bool) options to Client and Server builders, to allow forcing vectored writes (80627141)

upgrade: allow http upgrades with any body type (ab469eb3)

New Contributors

@luqmana made their first contribution in hyperium/hyper#2680

@whentze made their first contribution in hyperium/hyper#2688

@ahmedsobeh made their first contribution in hyperium/hyper#2689

v0.14.14

Bug Fixes

client:

make ResponseFuture implement Sync (bd6c35b9)

remove ipv6 square brackets before resolving (910e0268)

Features

http2: always include original h2 error on broken pipe (6169db25)

server: Remove Send + Sync requirement for Body in with_graceful_shutdown (1d553e52)

v0.14.13

Bug Fixes

client: don't reuse a connection while still flushing (c88011da)

... (truncated)

Changelog

Sourced from hyper's changelog.

v0.14.16 (2021-12-09)

Bug Fixes

http1: return 414 when URI contains more than 65534 characters (#2706) (5f938fff, closes #2701)

http2: received Body::size_hint() now return 0 if implicitly empty (#2715) (84b78b6c)

server: use case-insensitive comparison for Expect: 100-continue (#2709) (7435cc33, closes #2708)

Features

http2: add http2_max_send_buf_size option to client and server (bff977b7)

server: add HTTP/1 header read timeout option (#2675) (842c6553, closes #2457)

v0.14.15 (2021-11-16)

Bug Fixes

client: cancel blocking DNS lookup if GaiFuture is dropped (174b553d

Features

http1: add http1_writev(bool) options to Client and Server builders, to allow forcing vectored writes (80627141)

upgrade: allow http upgrades with any body type (ab469eb3)

v0.14.14 (2021-10-22)

Bug Fixes

client:

make ResponseFuture implement Sync (bd6c35b9)

remove ipv6 square brackets before resolving (910e0268)

Features

h2: always include original h2 error on broken pipe (6169db25)

server: Remove Send + Sync requirement for Body in with_graceful_shutdown (1d553e52)

v0.14.13 (2021-09-16)

Bug Fixes

client: don't reuse a connection while still flushing (c88011da)

... (truncated)

Commits

41dee4a v0.14.16

bff977b feat(http2): add http2_max_send_buf_size option to client and server

84b78b6 fix(http2): received Body::size_hint() now return 0 if implicitly empty (#2...

ce82425 refactor(lib): resolve unused warnings from server-specific code (#2710)

7435cc3 fix(server): use case-insensitive comparison for Expect: 100-continue (#2709)

5f938ff fix(http1): return 414 when URI contains more than 65534 characters (#2706)

1010614 test(client): refactor client helper macro to handle options better

842c655 feat(server): add HTTP/1 header read timeout option (#2675)

d0b1d9e v0.14.15

a1502e1 docs(http1): clarify HTTP1 preserve case option

Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

@dependabot rebase will rebase this PR

@dependabot recreate will recreate this PR, overwriting any edits that have been made to it

@dependabot merge will merge this PR after your CI passes on it

@dependabot squash and merge will squash and merge this PR after your CI passes on it

@dependabot cancel merge will cancel a previously requested merge and block automerging

@dependabot reopen will reopen this PR if it is closed

@dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually

@dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)

@dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

@dependabot use these labels will set the current labels as the default for future PRs for this repo and language

@dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language

@dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language

@dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

You can disable automated security fix PRs for this repo from the Security Alerts page.

dependencies rust
opened by dependabot[bot] 1

Releases(v0.3.5)

v0.3.5(Jan 10, 2022)
Update megflow_run binary to Python console_scripts

Support megflow.__version__

Support Bytes Server for user define input

Support template config

Source code(tar.gz)
Source code(zip)
megflow-0.3.5-cp36-abi3-linux_aarch64.whl(37.07 MB)
megflow-0.3.5-cp36-abi3-linux_x86_64.whl(38.74 MB)
v0.1.0-beta3(Nov 12, 2021)
What's Changed

Add web client (flv.js inside) tutorial to show video result

Fix readthedocs link error

Add en README

Add megflow_quickstart

Add Dockerfile.github-release to build py3.6~py3.9 .whl

New Contributors

@chentyjpm made their first contribution in https://github.com/MegEngine/MegFlow/pull/38

Full Changelog: https://github.com/MegEngine/MegFlow/compare/v0.1.0-beta2...v0.1.0-beta3
Source code(tar.gz)
Source code(zip)
megflow-0.1.0-py36-none-linux_x86_64.whl(42.57 MB)
megflow-0.1.0-py37-none-linux_x86_64.whl(42.57 MB)
megflow-0.1.0-py38-none-linux_aarch64.whl(77.86 MB)
megflow-0.1.0-py38-none-linux_x86_64.whl(42.58 MB)
megflow-0.1.0-py39-none-linux_x86_64.whl(42.58 MB)
v0.1.0-beta2(Oct 20, 2021)
完成 ARM jetson nano/ 鲲鹏上的自测

增加 pipeline 级测试功能

tutorial 增加串联建图、动态 batching

初步增加 debugger 工具，可以基于 Web UI 完成图优化

优化内部动态图创建、销毁过程

优化打包脚本和 CI

修复 python examples 一些 API 使用错误

What's Changed

fix(memd): fix inference call by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/22

ci(action): add pylint and doc link check by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/19

docs(build): remove cargo after build success by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/23

Tutorial02 by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/24

docs(examples): update cat_finder video usage by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/25

Support arm by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/28

feat(project): release 0.1.0beta2 by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/30

Full Changelog: https://github.com/MegEngine/MegFlow/compare/v0.1.0-beta1...v0.1.0-beta2
Source code(tar.gz)
Source code(zip)
megflow-0.1.0-py36-none-linux_x86_64.whl(40.07 MB)
megflow-0.1.0-py37-none-linux_x86_64.whl(40.07 MB)
megflow-0.1.0-py38-none-linux_x86_64.whl(40.07 MB)
v0.1.0-beta1(Sep 19, 2021)
docker 增加 tuna 源。源码/docker build 受网络影响仍然比较严重，增加 prebuilt release

增加 tutorial01 把分类模型搭建成服务

修改了超多文档，CI 中增加 pylint 和 doc link check

What's Changed

docs(build): add Dockerfile and prebuilt doc by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/3

Python whl add wrapper by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/4

docs(project): revert prebuilt whl; support macos by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/5

docs(Python): rewrite whl pack script by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/6

ci(build): action add macos by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/7

[DOCs] Fix link typo in README of electric_bicycle by @ysh329 in https://github.com/MegEngine/MegFlow/pull/8

Add logo by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/9

Update how-to-build-from-source.zh.md deal with Command 'cargo' not found by @kalcohol in https://github.com/MegEngine/MegFlow/pull/10

Update how-to-build-from-source.zh.md by @Easonzero in https://github.com/MegEngine/MegFlow/pull/11

Add tutorial 01 by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/12

docs(build): add build on win10 by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/13

Update doc by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/14

ci(docker): add tuna source by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/18

fix(build): add docker config by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/20

docs(project): add prebuilt .whl by @tpoisonooo in https://github.com/MegEngine/MegFlow/pull/21

New Contributors

@ysh329 made their first contribution in https://github.com/MegEngine/MegFlow/pull/8

@kalcohol made their first contribution in https://github.com/MegEngine/MegFlow/pull/10

@Easonzero made their first contribution in https://github.com/MegEngine/MegFlow/pull/11

Full Changelog: https://github.com/MegEngine/MegFlow/compare/v0.1.0-beta0...v0.1.0-beta1
Source code(tar.gz)
Source code(zip)
megflow-0.1.0-py3.6-none-linux_x86_64.whl(39.93 MB)
megflow-0.1.0-py3.7-none-linux_x86_64.whl(39.93 MB)
megflow-0.1.0-py3.8-none-linux_x86_64.whl(39.93 MB)
v0.1.0-beta0(Sep 7, 2021)
release beta

| 系统 | 支持情况 | | - | - | | Windows 10 WSL ubuntu18.04 | ✔️ | | x86 Ubuntu16.04 有 GPU | ✔️ | | x86 Ubuntu18.04 无 GPU | ✔️ | | x86 macos | ✔️ |

| Python 版本 | 支持情况 | | - | - | | 3.6 | ✔️ | | 3.7 | ✔️ | | 3.8 | ✔️ |

初始化项目

Rust 新增

toml 建图

进程内子图共享、异常处理

计算图性能统计接口

Image/Video Server

Python 共存

Python 新增

3 个 Examples

logical_test

cat_finder

MEMD

1 个 github action、ubuntu 环境 Dockerfile

py3.6/3.7/3.8 版本 prebuilt 脚本

New Contributors

@BBuf made their first contribution in https://github.com/MegEngine/MegFlow/pull/1

Full Changelog: https://github.com/MegEngine/MegFlow/commits/v0.1.0-beta0
Source code(tar.gz)
Source code(zip)

MegFlow - Efficient ML solutions for long-tailed demands.

Related tags

Overview

MegFlow

Features

HowTo

Current Support List

Built-in Applications

Coming Soon

Contact Us

License

Acknowledgement

Comments

detail | 详细描述

platform | 软硬件环境

error log | 日志或报错信息

error log | 日志或报错信息

context | 编译/运行环境

how to reproduce | 复现步骤

error log | 日志或报错信息

context | 编译/运行环境

how to reproduce | 复现步骤

4.18.2

4.18.1

4.18.0

4.18.2 / 2022-10-08

4.18.1 / 2022-04-29

4.18.0 / 2022-04-25

6.5.3

4.18.2

4.18.1

4.18.0

4.18.2 / 2022-10-08

4.18.1 / 2022-04-29

4.18.0 / 2022-04-25

v0.2.2

v0.2.1

v1.4.2

1.4.2 (2022-11-11)

Bug Fixes

v1.4.1

1.4.1 (2022-11-07)

Bug Fixes

v1.4.0

1.4.0 (2020-02-19)

Features

v1.3.0

1.3.0 (2020-02-19)

Features

1.4.2 (2022-11-11)

Bug Fixes

1.4.1 (2022-11-07)

Bug Fixes

1.4.0 (2020-02-19)

Features

1.3.0 (2020-02-19)

Features

v0.14.16

Features

Bug Fixes

New Contributors

v0.14.15

Bug Fixes

Features

New Contributors

v0.14.14

Bug Fixes

Features

v0.14.13

Bug Fixes

v0.14.16 (2021-12-09)

Bug Fixes

Features

v0.14.15 (2021-11-16)

Bug Fixes

Features

v0.14.14 (2021-10-22)

Bug Fixes

Features

v0.14.13 (2021-09-16)