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-y yasm \ - && apt install -y clang \ - && apt install -y redis-server \ - && apt install -y python3 \ - && apt install -y python3-pip \ - && apt install -y git \ - && apt install -y build-essential - -ENV CARGO_HOME /cargo -ENV RUSTUP_HOME /rustup -RUN curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf -o run.sh \ - && chmod a+x run.sh \ - && ./run.sh -y && rm run.sh -ENV PATH $PATH:/cargo/bin -RUN chmod -R 777 /cargo /rustup -COPY ci/cargo-config /cargo/config - -RUN mkdir -p $HOME/megflow-runspace -WORKDIR $HOME/megflow-runspace -COPY . $HOME/megflow-runspace/ - -RUN cargo build \ - && cd flow-python \ - && python3 setup.py install --user \ - && cd examples \ - && cargo run --example run_with_plugins -- -p logical_test - -RUN cargo build --example run_with_plugins --release \ - && ln -s target/release/examples/run_with_plugins diff --git a/LICENSE b/LICENSE deleted file mode 100644 index b040325..0000000 --- a/LICENSE +++ /dev/null @@ -1,192 +0,0 @@ - Apache License - Version 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In no event and under no legal theory, - whether in tort (including negligence), contract, or otherwise, - unless required by applicable law (such as deliberate and grossly - negligent acts) or agreed to in writing, shall any Contributor be - liable to You for damages, including any direct, indirect, special, - incidental, or consequential damages of any character arising as a - result of this License or out of the use or inability to use the - Work (including but not limited to damages for loss of goodwill, - work stoppage, computer failure or malfunction, or any and all - other commercial damages or losses), even if such Contributor - has been advised of the possibility of such damages. - - 9. Accepting Warranty or Additional Liability. While redistributing - the Work or Derivative Works thereof, You may choose to offer, - and charge a fee for, acceptance of support, warranty, indemnity, - or other liability obligations and/or rights consistent with this - License. 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All rights reserved. - - 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. - - diff --git a/README.md b/README.md deleted file mode 100644 index 7ef0b5d..0000000 --- a/README.md +++ /dev/null @@ -1,128 +0,0 @@ -
- -
- -## MegFlow | [Documentation](https://megflow.readthedocs.io/zh_CN/latest/#) -[![GitHub license](https://img.shields.io/badge/license-apache--2--Clause-brightgreen.svg)](./LICENSE) -[![ubuntu](https://img.shields.io/github/workflow/status/MegEngine/MegFlow/ubuntu-x86-cpu?label=ubuntu)](https://github.com/MegEngine/MegFlow/actions/workflows/ubuntu-x86-cpu.yml?query=workflow%3A) -[![macos](https://img.shields.io/github/workflow/status/MegEngine/MegFlow/ubuntu-x86-cpu?label=macos)](https://github.com/MegEngine/MegFlow/actions/workflows/macos-x86-cpu.yml?query=workflow%3A) - -MegFlow 提供快速视觉应用落地流程，最快 15 分钟搭建起视频分析服务。其特性体现在： - -* 直接用 Python 搭建计算图（如先检测、再跟踪、最后质量判断加识别），不必关心 C++、图优化相关问题 -* 省去 SDK 集成、提升开发体验，通过流程改进应对人力不足、时间紧、功能多的情况 -* 提供 pipeline 搭建、测试、调试、部署、结果可视化一条龙服务 - -## HowTo -* how to build and run - * [run with prebuilt .whl](docs/how-to-build-and-run/run-in-15-minutes.zh.md) - * [build with docker](docs/how-to-build-and-run/build-with-docker.zh.md) - * [build from source](docs/how-to-build-and-run/build-from-source.zh.md) - * [build on win10](docs/how-to-build-and-run/build-on-win10.zh.md) - * [build on armv8](docs/how-to-build-and-run/build-on-aarch64.zh.md) - * [generate rtsp](docs/how-to-build-and-run/generate-rtsp.zh.md) -* how to use - * [tutorial01: image classification service](docs/how-to-add-my-service/01-single-classification-model.zh.md) - * [tutorial02: detect and classify on video stream](docs/how-to-add-my-service/02-single-det-classify.zh.md) - * [tutorial03: batching and pipeline test](docs/how-to-add-my-service/03-batching-and-pipeline-test.zh.md) - * [tutorial04: visualization](docs/how-to-add-my-service/04-web-visualization.zh.md) -* [how to debug](docs/how-to-debug.zh.md) -* [how to contribute](docs/how-to-contribute.zh.md) -* [FAQ](docs/FAQ.zh.md) - -## Current Support Matrix - -| 系统环境 | win10 docker/wsl2 | ubuntu | centOS | macos | -| ----------- | ------------------------- | ---------- | ---------- | --------- | -| x86 | ✔️ | ✔️ | ✔️ | ✔️ | -| ARMv8 | - | ✔️ | ✔️ | - | - -| 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 - -## Features -- 基于 [async-std](https://github.com/async-rs/async-std)[features=[tokio1](https://github.com/tokio-rs/tokio)] 的高效异步运行时调度器 -- 简洁的基于 [toml](https://toml.io/en/) 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 -- 基础调试工具，支持建图实时预览/qps profile - -## Coming Soon -- 进程级别的节点、子图支持 -- 插件自动化测试部署 -- 性能监控，inspect 等工具 -- 更多内置应用和组件 - -## Contact Us - * Issue: github.com/MegEngine/MegFlow/issues - * Email: megengine-support@megvii.com - * QQ Group: 1029741705 - -## License -- [Apache 2.0](LICENSE) - -## Acknowledgement - -MegFlow examples 模型和推理学习了这些项目： -* [MegEngine](https://github.com/megengine/megengine) -* [Models](https://github.com/megengine/models) -* [onnx](https://github.com/onnx/onnx) -* [YOLOX](https://github.com/Megvii-BaseDetection/YOLOX) -* [AlignedReID](https://github.com/huanghoujing/AlignedReID-Re-Production-Pytorch) -* [MEMD](https://github.com/megvii-research/MEMD) - -MegFlow 结果可视化使用了以下项目： -* [flv.js](http://bilibili.github.io/flv.js/demo/) - -MegFlow Python 使用了下列项目： -* [OpenCV](https://github.com/opencv/opencv) -* [numpy](https://github.com/numpy/numpy) -* [loguru](https://pypi.org/project/loguru/) -* [scipy](https://github.com/scipy/scipy) -* [redis](https://github.com/redis/redis) - -MegFlow Rust 使用了以下项目： -* [anyhow](https://github.com/dtolnay/anyhow) -* [async-std](https://github.com/async-rs/async-std) -* [async-channel](https://github.com/smol-rs/async-channel) -* [clap](https://github.com/clap-rs/clap) -* [concurrent-queue](https://github.com/stjepang/concurrent-queue) -* [ctrlc](https://github.com/Detegr/rust-ctrlc.git) -* [ctor](https://github.com/mmastrac/rust-ctor) -* [dyn-clone](https://github.com/dtolnay/dyn-clone) -* [event-listener](https://github.com/stjepang/event-listener) -* [ffmpeg-next](https://github.com/zmwangx/rust-ffmpeg) -* [hyper](https://github.com/bluss/hyper) -* [headers](https://github.com/bluss/headers) -* [image](https://github.com/image-rs/image) -* [indexmap](https://github.com/bluss/indexmap) -* [lazy-static](https://github.com/rust-lang-nursery/lazy-static.rs) -* [mime](https://github.com/hyperium/mime) -* [numpy](https://github.com/rust-numpy/rust-numpy) -* [oneshot](https://github.com/faern/oneshot) -* [proc-macro2](https://github.com/dtolnay/proc-macro2) -* [pretty-env-logger](https://github.com/seanmonstar/pretty-env-logger) -* [pyo3](https://github.com/pyo3/pyo3) -* [quote](https://github.com/dtolnay/quote) -* [rand](https://github.com/rust-random/rand) -* [rweb](https://github.com/kdy1/rweb) -* [serde](https://github.com/serde-rs/serde) -* [serde_json](https://github.com/serde-rs/json) -* [stackful](https://github.com/nbdd0121/stackful) -* [syn](https://github.com/dtolnay/syn) -* [toml](https://github.com/alexcrichton/toml-rs) -* [urlencoding](https://github.com/kornelski/urlencoding) -* [warp](https://github.com/seanmonstar/warp) diff --git a/ci/build_doc.sh b/ci/build_doc.sh deleted file mode 100755 index 7f67125..0000000 --- a/ci/build_doc.sh +++ /dev/null @@ -1,11 +0,0 @@ -#!/bin/bash -ex - -rm -rf public - -: ${TARGET_DIR:=/target/${CI_COMMIT_SHA}} - -cargo doc --no-deps - -echo '' > ${TARGET_DIR}/doc/index.html - -mv ${TARGET_DIR}/doc public diff --git a/ci/cargo-config b/ci/cargo-config deleted file mode 100644 index e0656fd..0000000 --- a/ci/cargo-config +++ /dev/null @@ -1,5 +0,0 @@ -[source.crates-io] -replace-with = 'tuna' - -[source.tuna] -registry = "https://mirrors.tuna.tsinghua.edu.cn/git/crates.io-index.git" \ No newline at end of file diff --git a/ci/doc_link_checker.py b/ci/doc_link_checker.py deleted file mode 100644 index ad7a00e..0000000 --- a/ci/doc_link_checker.py +++ /dev/null @@ -1,45 +0,0 @@ -# /bin/python3 - -import os -import re -import sys - -pattern = re.compile(r'\[.*?\]\(.*?\)') -def analyze_doc(home, path): - problem_list = [] - with open(path) as f: - lines = f.readlines() - for line in lines: - if '[' in line and ']' in line and '(' in line and ')' in line: - all = pattern.findall(line) - for item in all: - start = item.find('(') - end = item.find(')') - ref = item[start+1: end] - if ref.startswith('http') or ref.startswith('#'): - continue - fullpath = os.path.join(home, ref) - if not os.path.exists(fullpath): - problem_list.append(ref) - # print(f' {fullpath} in {path} not exist!') - else: - continue - if len(problem_list) > 0: - print(f'{path}:') - for item in problem_list: - print(f'\t {item}') - print('\n') - sys.exit(1) - -def traverse(_dir): - for home, dirs, files in os.walk(_dir): - if "./target" in home or "./.github" in home: - continue - for filename in files: - if filename.endswith('.md'): - path = os.path.join(home, filename) - if os.path.islink(path) == False: - analyze_doc(home, path) - -if __name__ == "__main__": - traverse(".") diff --git a/ci/run_pylint_check.sh b/ci/run_pylint_check.sh deleted file mode 100755 index 0ad5f9d..0000000 --- a/ci/run_pylint_check.sh +++ /dev/null @@ -1,6 +0,0 @@ -python -m pip install pylint==2.5.2 -CHECK_DIR="flow-python/examples/simple_classification flow-python/examples/simple_det_classify flow-python/examples/cat_finder flow-python/examples/electric_bicycle flow-python/examples/misc" -pylint $CHECK_DIR || pylint_ret=$? -if [ "$pylint_ret" ]; then - exit $pylint_ret -fi diff --git a/ci/run_test.sh b/ci/run_test.sh deleted file mode 100755 index c35d407..0000000 --- a/ci/run_test.sh +++ /dev/null @@ -1,9 +0,0 @@ -#!/bin/bash -ex - -cd flow-python - -python3 setup.py install - -cd examples - -cargo run --example run_with_plugins -- -p logical_test diff --git a/docs/FAQ.zh.md b/docs/FAQ.zh.md deleted file mode 100644 index 97b2645..0000000 --- a/docs/FAQ.zh.md +++ /dev/null @@ -1,33 +0,0 @@ -# FAQ - -Q：`run_with_plugins -p logical_test ` 无法运行怎么办？ - -A1：如果报错 `message: "No such file or directory" }'`，确认是否`cd flow-python/examples` - -A2：确认安装了 python 组件，即 `cd flow-python` 再 `python3 setup.py install --user` - -还不行就提 issue。 - -___ -Q：视频流跑一路没事。跑多个，内存爆了/显存爆了/模型加载多次是因为啥？ - -A：参照 `cat_finder/video.toml`，把涉模型的 nodes 移到 `[[graphs]]`上面，让多个子图来共享。 - -每启动一个视频流就会启一个子图，如果`nodes`放到`[[graphs]]`里，20 路视频就会创建 20 套 nodes。 -___ -Q：如何修改服务端口号，8080 已被占用？ - -A：以`cat_finder` 为例，端口配置在 `image.toml` 的 `port` 中。 -___ -Q：如何让 ImageServer 返回 json，而不是渲染后的图？ - -A：ImageServer 默认返回 `envelope.msg["data"]`图像。如果要返回 json 需要改两处： -* `image.toml` 的配置里增加 `response = "json"` -* 最终结果用`self.out.send(envelope.repack(json.dumps(results)))`发送出去 - -框架既不知道哪些字段可序列化，也不知道要序列化那几个字段，因此需要调用方序列化成 `str`。代码可参照 `examaples/cat_finder/redis_proxy.py`。 -___ -Q：视频流为什么无法停止，调用了 stop 接口还是在处理？ - -A：调用 stop 之后队列的 `push/put` 接口已经被关闭了，不能追加新的，但之前解好的帧还在队列里。需要把遗留的处理完、依次停止子图节点才完全结束。流不会调用 stop 即刻停止，实际上有延迟。 -___ diff --git a/docs/Makefile b/docs/Makefile deleted file mode 100644 index b2e992e..0000000 --- a/docs/Makefile +++ /dev/null @@ -1,21 +0,0 @@ -# Minimal makefile for Sphinx documentation -# - -# You can set these variables from the command line, and also -# from the environment for the first two. -SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build -SOURCEDIR = . -BUILDDIR = _build - -# Put it first so that "make" without argument is like "make help". -help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -.PHONY: help Makefile - -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - diff --git a/docs/built-in-applications/cat_finder.md b/docs/built-in-applications/cat_finder.md deleted file mode 120000 index 224b0c2..0000000 --- a/docs/built-in-applications/cat_finder.md +++ /dev/null @@ -1 +0,0 @@ -../../flow-python/examples/cat_finder/README.md \ No newline at end of file diff --git a/docs/built-in-applications/electric_bicycle.md b/docs/built-in-applications/electric_bicycle.md deleted file mode 120000 index edd4745..0000000 --- a/docs/built-in-applications/electric_bicycle.md +++ /dev/null @@ -1 +0,0 @@ -../../flow-python/examples/electric_bicycle/README.md \ No newline at end of file diff --git a/docs/built-in-applications/images b/docs/built-in-applications/images deleted file mode 120000 index a652364..0000000 --- a/docs/built-in-applications/images +++ /dev/null @@ -1 +0,0 @@ -../../flow-python/examples/cat_finder/images \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py deleted file mode 100644 index 0952041..0000000 --- a/docs/conf.py +++ /dev/null @@ -1,70 +0,0 @@ -# Configuration file for the Sphinx documentation builder. -# -# This file only contains a selection of the most common options. For a full -# list see the documentation: -# https://www.sphinx-doc.org/en/master/usage/configuration.html - -# -- Path setup -------------------------------------------------------------- - -# If extensions (or modules to document with autodoc) are in another directory, -# add these directories to sys.path here. If the directory is relative to the -# documentation root, use os.path.abspath to make it absolute, like shown here. -# -import os -import sys -#sys.path.insert(0, os.path.abspath('.')) - -import sphinx_rtd_theme -from recommonmark.parser import CommonMarkParser -from recommonmark.transform import AutoStructify - - -# -- Project information ----------------------------------------------------- - -project = 'MegFlow' -copyright = '2021, Megvii' -author = 'MegEngine' - -# The full version, including alpha/beta/rc tags -release = '' - - -# -- General configuration --------------------------------------------------- - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom -# ones. -extensions = ['recommonmark', 'sphinx_markdown_tables'] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] - -# The language for content autogenerated by Sphinx. Refer to documentation -# for a list of supported languages. -# -# This is also used if you do content translation via gettext catalogs. -# Usually you set "language" from the command line for these cases. -language = 'zh' - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -# This pattern also affects html_static_path and html_extra_path. -exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] - - -# -- Options for HTML output ------------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -# -html_theme = 'sphinx_rtd_theme' - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -html_static_path = ['_static'] - -# The suffix(es) of source filenames. -# You can specify multiple suffix as a list of string: -# -source_suffix = ['.rst', '.md'] diff --git a/docs/download-models.zh.md b/docs/download-models.zh.md deleted file mode 100644 index 9f66ddb..0000000 --- a/docs/download-models.zh.md +++ /dev/null @@ -1,23 +0,0 @@ -# 模型下载 - -MegFlow 所有模型都压缩成了单个 models.zip 。 - -| 云盘 | google drive | -| - | - | -| 链接: https://pan.baidu.com/s/1ZLVBR0igJ1hL6PoYQDtByA 提取码: 8ajf | [google](https://drive.google.com/file/d/1EwMJFjNp2kuNglutoleZOVsqccSOW2Z4/view?usp=sharing) | - -取最新的 models_xxx.zip，解压、软链为 examples/models - -```bash -$ wget ${URL}/modes.zip -$ cd flow-python/examples -$ ln -s ${DOWNLOAD_DIR}/models models -``` - -如果有 MegFlow-models repo，可以直接 - -```bash -$ cd MegFlow-models -$ git-lfs update -$ git lfs pull -``` diff --git a/docs/how-to-add-my-service/01-single-classification-model.zh.md b/docs/how-to-add-my-service/01-single-classification-model.zh.md deleted file mode 100644 index b49c71c..0000000 --- a/docs/how-to-add-my-service/01-single-classification-model.zh.md +++ /dev/null @@ -1,172 +0,0 @@ -# 把分类模型变成服务 - -尽管 MegFlow 解决的是多个（20+）模型组织成 pipeline 的问题，但凡事总要一步步来。本文介绍如何 step by step 集成 1 个分类模型，最终成为图片/视频 http 服务。 - -## 准备分类模型 - -[MegEngine models](https://github.com/MegEngine/models) 有现成的 imagenet 预训模型。这里把模型 dump 成 .mge。 - -新增 [dump.py](https://github.com/MegEngine/Models/blob/master/official/vision/classification/dump.py)，按 [1, 3, 224, 224] 尺寸 trace 模型，打开推理优化选项，保存为 `model.mge`。 - -```bash -$ git clone https://github.com/MegEngine/models -$ cd models -$ export PYHTONPATH=${PWD}:${PYTHONPATH} -$ cd official/vision/classification/resnet -$ python3 dump.py -$ ls -lah model.mge -... -``` -`dump.py` 已经 PR 到 [MegEngine/models 分类模型目录](https://github.com/MegEngine/Models/tree/master/official/vision/classification) -```bash -$ cat dump.py -... - data = mge.Tensor(np.random.random((1, 3, 224, 224))) # 准备一个样例输入 - - @jit.trace(capture_as_const=True) - def pred_func(data): - outputs = model(data) # trace 每个 opr 的 shape - return outputs - - pred_func(data) - pred_func.dump( # 保存模型 - graph_name, - arg_names=["data"], - optimize_for_inference=True, # 打开推理优化选项 - enable_fuse_conv_bias_nonlinearity=True, # 打开 fuse conv+bias+ReLU pass 推理更快 - ) -... -``` - -## 模型单测 -开发模型的推理封装，对外提供[功能内聚](https://baike.baidu.com/item/%E9%AB%98%E5%86%85%E8%81%9A%E4%BD%8E%E8%80%A6%E5%90%88/5227009)的接口。调用方传入一张或多张图片、直接获取结果，尽量避免关心内部实现（如用何种 backbone、预处理是什么、后处理是什么）。 - -```bash -$ cat flow-python/examples/simple_classification/lite.py -... - def inference(self, mat): - img = self.preprocess(mat, input_size=(224,224), scale_im = False, mean=[103.530, 116.280, 123.675], std=[57.375, 57.120, 58.395]) - - # 设置输入 - inp_data =self.net.get_io_tensor("data") - inp_data.set_data_by_share(img) - - # 推理 - self.net.forward() - self.net.wait() - - # 取输出 - output_keys = self.net.get_all_output_name() - output = self.net.get_io_tensor(output_keys[0]).to_numpy() - return np.argmax(output[0]) -... -$ python3 lite.py --model model.mge --path test.jpg # 测试 -2021-09-14 11:45:02.406 | INFO | __main__::81 - 285 -``` - -`285` 是分类模型最后一层的 argmax，对应含义需要查[ imagenet 数据集分类表](../../flow-python/examples/simple_classification/synset_words.txt) ，这里是 “Egyptian cat”（下标从 0 开始）。 - -## 配置计算图 -`flow-python/examples`增加`simple_classification/image_cpu.toml` - -```bash -$ cat flow-python/examples/simple_classification/image_cpu.toml -main = "tutorial_01_image" - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["classify:inp"] }] # 一、输入输出结点 -outputs = [{ name = "out", cap = 16, ports = ["classify:out"] }] -connections = [ -] - - [[graphs.nodes]] # 二、结点参数 - name = "classify" - ty = "Classify" - path = "models/simple_classification_models/resnet18.mge" - device = "cpu" - device_id = 0 -... - [[graphs.nodes]] # 三、服务类型配置 - name = "source" - ty = "ImageServer" - port = 8084 # 端口号 8084 - response = "json" -... -``` -开发时直接从别处复制一个过来即可，图片单模型服务只需要关心 3 处 -* 计算图输入、输出结点的名字。这里是`classify` -* `classify` 结点的参数。最重要的是 `ty="Classify"`指明了类名，MegFlow 将在当前目录搜索`Classify`类。path/device/device_id 分别是模型路径/用 CPU 推理/用哪个核，属于用户自定义配置 -* 服务类型。这里想运行图片服务 `ty = "ImageServer"`，如果想运行视频解析服务改 `ty = "VideoServer"`；图片服务默认返回图片，想返回 string 需要配置 `response = "json"` - -[完整的计算图 config 定义](appendix-A-graph-definition.zh.md) - -## 实现配置中的 node - -创建文件`classify.py`，把之前实现的模型推理调起来即可 -```bash -$ cat flow-python/examples/simple_classification/classify.py -... -@register(inputs=['inp'], outputs=['out']) -class Classify: - def __init__(self, name, args): - ... - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - - data = envelope.msg['data'] - result = self._model.inference(data) - self.out.send(envelope.repack(json.dumps(str(result)))) -``` -实现只有 2 点： -* `__init__` 里加载模型，做个 warmup 防止首次推理太慢 -* 解码成 BGR 的 data 在 `envelope.msg['data']`，推理，send 返回 json string - -[classify.py 各参数说明](appendix-B-python-plugin.zh.md) - -## 运行测试 - -运行服务 -```bash -$ cd flow-python/examples -$ run_with_plugins -c simple_classification/image_cpu.toml -p simple_classification -``` - -### WebUI 方式 -浏览器打开 8084 端口服务（例如 http://127.0.0.1:8084/docs ），选择一张图“try it out”即可。 - -### 命令行方式 -```bash -$ curl http://127.0.0.1:8081/analyze/image_name -X POST --header "Content-Type:image/*" --data-binary @test.jpeg -``` - -`image_name` 是用户自定义参数，用在需要 POST 内容的场景。这里随便填即可；`test.jpeg` 是测试图片 - -### Python Client - -[图片 client 代码](../../flow-python/examples/misc/image_client.py) -```Python -import requests -import cv2 - -def test(): - ip = 'localhost' - port = '8084' - url = 'http://{}:{}/analyze/any_content'.format(ip, port) - img = cv2.imread("./test.jpg") - _, data = cv2.imencode(".jpg", img) - data = data.tobytes() - - headers = {'Content-Length': '%d' % len(data), 'Content-Type': 'image/*'} - res = requests.post(url, data=data, headers=headers) - print(res.content) - -if __name__ == "__main__": - test() -``` - -### 其他语言 -rweb/Swagger 提供了 http RESTful API 描述文件，例如在 http://127.0.0.1:8084/openapi.json 。`swagger_codegen` 可用描述文件生成 java/go 等语言的调用代码。更多教程见 [swagger codegen tutorial ](https://swagger.io/tools/swagger-codegen/)。 diff --git a/docs/how-to-add-my-service/02-single-det-classify.zh.md b/docs/how-to-add-my-service/02-single-det-classify.zh.md deleted file mode 100644 index 5d46f63..0000000 --- a/docs/how-to-add-my-service/02-single-det-classify.zh.md +++ /dev/null @@ -1,148 +0,0 @@ -# 串联检测和分类 - -本文将在 [tutorial01](01-single-classification-model.zh.md) 的基础上扩展计算图：先检测、再扣图分类。对外提供视频解析服务。完整的代码在 [simple_det_classify](../../flow-python/examples/simple_det_classify) 。 - -## 移除分类预处理 - -之前提到过：MegEngine 除了不需要转模型，还能消除预处理。我们修改 [dump.py](../../flow-python/examples/misc/dump_resnet.py) 把预处理从 SDK/业务代码提到模型内。这样的好处是：**划清工程和算法的边界**，预处理本来就应该由 scientist 维护，每次只需要 release mge 文件，减少交接内容 - -```Python -... - @jit.trace(capture_as_const=True) - def pred_func(data): - out = data.astype(np.float32) - - output_h, output_w = 224, 224 - # resize - print(shape) - M = mge.tensor(np.array([[1,0,0], [0,1,0], [0,0,1]], dtype=np.float32)) - M_shape = F.concat([data.shape[0],M.shape]) - M = F.broadcast_to(M, M_shape) - out = F.vision.warp_perspective(out, M, (output_h, output_w), format='NHWC') - # mean - _mean = mge.Tensor(np.array([103.530, 116.280, 123.675], dtype=np.float32)) - out = F.sub(out, _mean) - # div - _div = mge.Tensor(np.array([57.375, 57.120, 58.395], dtype=np.float32)) - out = F.div(out, _div) - # dimshuffile - out = F.transpose(out, (0,3,1,2)) - - outputs = model(out) - return outputs -... -``` -具体实现是在 trace inference 里增加预处理动作，fuse opr 优化加速的事情交给 MegEngine 即可。更多 cv 操作参照 [MegEngine API 文档](https://megengine.org.cn/doc/stable/zh/reference/api/megengine.functional.vision.warp_perspective.html?highlight=warp_perspective)。 - -因为推理输入变成了 BGR，所以 dump 模型的时候参数也应该跟着变 -```bash -$ python3 dump.py -a resnet18 -s 1 224 224 3 -``` - -## 准备检测模型 -这里直接用现成的 YOLOX mge 模型。复用 [cat_finder 的检测](../../flow-python/examples/cat_finder/det.py) 或者从 [YOLOX 官网](https://github.com/Megvii-BaseDetection/YOLOX/tree/main/demo/MegEngine/python) 下载最新版。 - -## 配置计算图 -`flow-python/examples` 增加 `simple_det_classify/video_cpu.toml` - -```bash -$ cat flow-python/examples/simple_det_classify/video_cpu.toml - -main = "tutorial_02" - -# 重资源结点要先声明 -[[nodes]] -name = "det" -ty = "Detect" -model = "yolox-s" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/simple_det_classify_models/yolox_s.mge" -interval = 5 -visualize = 1 -device = "cpu" -device_id = 0 - -[[nodes]] -name = "classify" -ty = "Classify" -path = "models/simple_det_classify_models/resnet18_preproc_inside.mge" -device = "cpu" -device_id = 0 - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["classify:out"] }] -# 描述连接关系 -connections = [ - { cap = 16, ports = ["det:out", "classify:inp"] }, -] - -... -# ty 改成 VdieoServer - [[graphs.nodes]] - name = "source" - ty = "VideoServer" - port = 8085 - -... -``` -想对上一期的配置，需要关注 3 点： -* 视频流中的重资源结点，需要声明在 `[[graphs]]` 之外，因为多路视频需要复用这个结点。如果每一路都要启一个 det 结点，资源会爆掉 -* `connections` 不再是空白，因为两个结点要描述连接关系 -* Server 类型改成 `VideoServer`，告诉 UI 是要处理视频的 - -## 实现细节 -* 可以看到此时 [resnet18 的 lite.py](../../flow-python/examples/simple_det_classify/lite.py) 已经删除了 preprocess 函数 -* det.py 可以直接用 `cat_finder` 的 - -## 运行测试 - -运行服务 -```bash -$ cd flow-python/examples -$ run_with_plugins -c simple_det_classify/video_cpu.toml -p simple_det_classify -``` - -### WebUI 方式 -浏览器打开 8085 端口服务（例如 http://127.0.0.1:8085/docs ） - -* 参照 [如何生成 rtsp](../how-to-build-and-run/generate-rtsp.zh.md)，提供一个 rtsp 流地址 -* 或者干脆给 .mp4 文件的绝对路径（文件和 8085 服务在同一台机器上） - -### 命令行方式 -```bash -$ curl -X POST 'http://127.0.0.1:8085/start/rtsp%3A%2F%2F127.0.0.1%3A8554%2Ftest1.ts' # start rtsp://127.0.0.1:8554/test1.ts -start stream whose id is 2% -$ curl 'http://127.0.0.1:8085/list' # list all stream -[{"id":1,"url":"rtsp://10.122.101.175:8554/test1.ts"},{"id":0,"url":"rtsp://10.122.101.175:8554/test1.ts"}]% -``` -路径中的 `%2F`、`%3A` 是 [URL](https://www.ietf.org/rfc/rfc1738.txt) 的转义字符 - -### Python Client - -[视频 client 代码](../../flow-python/examples/misc/video_client.py) - -```Python - -import requests -import urllib - - -def test(): - ip = 'localhost' - port = '8085' - video_path = 'rtsp://127.0.0.1:8554/vehicle.ts' - video_path = urllib.parse.quote(video_path, safe='') - url = 'http://{}:{}/start/{}'.format(ip, port, video_path) - - res = requests.post(url) - ret = res.content - print(ret) - - -if __name__ == "__main__": - test() -``` diff --git a/docs/how-to-add-my-service/03-batching-and-pipeline-test.zh.md b/docs/how-to-add-my-service/03-batching-and-pipeline-test.zh.md deleted file mode 100644 index 4717135..0000000 --- a/docs/how-to-add-my-service/03-batching-and-pipeline-test.zh.md +++ /dev/null @@ -1,81 +0,0 @@ -# 批量推理和 Pipeline 级测试 - -本文将在 [tutorial02](02-single-det-classify.zh.md) 的基础上扩展功能：动态 batching 测试 QPS 提升。 - -## 分类模型支持动态 batch - -resnet 的 dump 需要支持多 batch 输入，样例 [dump_resnet.py](../../flow-python/examples/misc/dump_resnet.py) - -## 分类用 batch_recv 接口 - -新的 classify.py 改成这样： -```bash -$ cat flow-python/examples/simple_det_classify/classify.py -... - def exec(self): - # batching - (envelopes, _) = self.inp.batch_recv(self.batch_size, self.timeout) - - if len(envelopes) == 0: - return -... -``` -这里 `batch_recv` 的参数列表 - -| 类型 | 名称 | 含义 | -| ----- | ------ | ----- | -| 输入 | batch_size | 最多攒多少 batch | -| 输入 | timeout | 多少毫秒内返回 | -| 输出 | list | 一组消息，0 <= len(list) <= batch_size | -| 输出 | bool | 标识该端口是否已经关闭，当其值为 True 时，语义等同于 `recv` 接口返回的None | - - -然后在 Python 层合并 data，调 `inference_batch` -```Python -data = np.concatenate(crops) -types = self._model.inference_batch(data) -``` - -## Pipeline 级测试 -MegFlow 支持直接输入图片集/视频列表做测试，不需要 http 服务。使用方自行实现 Validation 结点，集成进 CI 做正确性/性能测试。 - -### 图片集测试 -以 [simple_classification image_test](../../flow-python/examples/simple_classification/image_test.toml) 为例 -```bash -... - [[graphs.nodes]] - name = "source" - ty = "ImageInput" - urls = ["/mnt/data/user/image/","/home/test_data_dir/"] -... -``` -pipeline 建图等不变，新增了一种 source 叫做 `ImageInput`，调用方填 `urls` 做图片目录列表。 - -运行方法不变 -```bash -$ run_with_plugins -c simple_classification/image_test.toml -p simple_classification -``` - -### 视频列表测试 -以 [simple_det_classify video_test](../../flow-python/examples/simple_det_classify/video_test.toml) 为例： -```bash -... - [[graphs.nodes]] - name = "source" - ty = "VideoInput" - repeat = 1 - urls = ["rtsp://127.0.0.1:8554/test.ts", "/mnt/data/file.mp4"] -... -``` - -建图同样不变，新增了 `VideoInput` 结点，参数列表 - -| 参数 | 含义 | -| ----- | ------ | -| urls | 视频 url 列表，流地址、本地文件皆可 | -| repeat | 每个 url 并行创建多少路。注意**如果是网络流，需要调用方考量带宽压力** | - -使用方法不变 -```bash -$ run_with_plugins -c simple_det_classify/video_test.toml -p simple_det_classify -``` diff --git a/docs/how-to-add-my-service/04-web-visualization.zh.md b/docs/how-to-add-my-service/04-web-visualization.zh.md deleted file mode 100644 index 0589882..0000000 --- a/docs/how-to-add-my-service/04-web-visualization.zh.md +++ /dev/null @@ -1,79 +0,0 @@ -# 视频结果 Web 可视化 - -## 依赖 -依赖 `ffmpeg` 命令，请确保已经安装并能正常运行。 - -## 部署图 - -![](../images/visualize_deployment.jpg) - -1）video input。可以是 rtsp server 或者视频文件，直接传绝对路径 - -2）MegFlow。解析视频，把渲染后的结果以 bgr24 格式发给下游 - -3）[LiveGo](https://github.com/gwuhaolin/livego) 用于把 raw_video 转为 flv 格式。引入 LiveGo 的原因： -* 浏览器无法直接播放 rtsp 流，推荐方案是 HLS 或 http-flv -* 播放端可能不止一个，需要流量转发服务 -* 生产环境中存储/点播功能是刚需，MegFlow 不具备此功能，应由其他服务完成 - -## 操作指南 - -1）下载启动 LiveGo -```bash -$ wget https://github.com/gwuhaolin/livego/releases/download/0.0.15/livego_0.0.15_linux_amd64.tar.gz && tar xvf livego_0.0.15_linux_amd64.tar.gz && ./livego & -... -INFO[2021-10-27T15:44:40+08:00] HLS server enable.... -INFO[2021-10-27T15:44:40+08:00] RTMP Listen On :1935 -INFO[2021-10-27T15:44:40+08:00] HTTP-API listen On :8090 -INFO[2021-10-27T15:44:40+08:00] HTTP-FLV listen On :7001 -... -``` - -| 端口号 | 说明 | -| --------- | ------ | -| 8090 | 管理端口，创建 room 返回 channel | -| 1935 | 上传端口，用 channel 拼接出上传 url | -| 7001 | 播放端口，用 room 拼接出播放地址 | - -2）自测视频推流、播放正常 - -假设测试视频是 demo.flv（建议长度超过 30 秒），使用 `push_video.py` 推流到 LiveGo -```bash -$ cd ${MegFlow_dir}/flow-python/examples/misc/visualize_client -$ python3 push_video.py -``` -浏览器打开 index.html，应能正常播放。 - -3）运行猫猫围栏可视化配置 - -猫猫围栏环境设置见 [ cat_finder README](../built-in-applications/cat_finder.md)。运行起 video 基础版后，能够运行video 可视化版本 - -```bash -$ cd ${MegFlow_dir}/flow-python/examples -$ run_with_plugins -c cat_finder/video_visualize.toml -p cat_finder -... -``` -浏览器打开 8002 端口，提供 rtsp 地址或视频文件绝对路径，try it out。 - -打开 index.html，应能播放可视化结果。 - -![](../images/visualize_result.jpg) - - -4）注意事项和常见问题 - -**播放地址** - -注意 index.html 播放地址不能有多余的 '/'，例如 http://10.199.1.100/:7001/live/megflow-test.flv 是无法播放的。 - -**视频长度** - -测试视频建议超过 30s。至少有 2 个 I 帧，否则影响 flv 转换。 - -**视频尺寸** - -建议测试视频为标准 480p/720p/1080p。 - -**跨域问题** - -web client 修改自 [flv.js](https://github.com/bilibili/flv.js)。如果不用 index.html、直接浏览器打开原始 demo，需自行解决跨域问题。 diff --git a/docs/how-to-add-my-service/appendix-A-graph-definition.zh.md b/docs/how-to-add-my-service/appendix-A-graph-definition.zh.md deleted file mode 100644 index e42f2d2..0000000 --- a/docs/how-to-add-my-service/appendix-A-graph-definition.zh.md +++ /dev/null @@ -1,189 +0,0 @@ -# Config - -MegFlow 的建图描述文件使用 [toml](https://toml.io/en/) 格式。toml 注重人类可读性，学习难度约等于 markdown，看完下面 2 个例子大约就会写了。 - -## 图片范例 - -举个栗子，`cat_finder/image_gpu.toml`： - -```rust - // 完整的计算图的名字，叫啥都行 -main = "cat_finder_image" - -[[graphs]] -name = "subgraph" // 子图类型，叫啥都行。子图 == 自己写的业务 -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] // 子图入口在 det 节点的 inp 端口，队列长度是 16 -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] // 子图出口是 redis_proxy 的 out 端口 -connections = [ // 构图， A 的输出，连到 B 的输入 - { cap = 16, ports = ["det:out", "reid:inp"] }, // det 输出接到 reid 输入 - { cap = 16, ports = ["reid:out", "redis_proxy:inp"] }, // reid 输出送给 redis_proxy -] - - [[graphs.nodes]] // 子图节点声明。注意 4 个空格，表示和 [[graphs]] 的层次关系 - name = "det" // 找 examples/xxx/ 下面的 det.py 或者 det package - ty = "Detect" // 这个 node 执行 Detect class - model = "yolox-nano" // 自定义参数，yolox 模型构造需要 - conf = 0.25 // yolox 需要的 det 阈值 - nms = 0.45 // yolox 需要的 nms 阈值 - tsize = 640 // yolox 需要的 inference size - path = "models/yolox_nano.pkl" // yolox 模型相对路径 - - [[graphs.nodes]] // reid 和 det 同理 - name = "reid" - ty = "Reid" - thres = 1300 // 里面用拉普拉斯计算图像清晰度，阈值写的 1300 - path = "models/aligned_reid.pkl" - - [[graphs.nodes]] // 纯业务逻辑，name 和 ty 字段是必选，其他看需求 - name = "redis_proxy" - ty = "RedisProxy" - ip = "127.0.0.1" // redis ip 地址 - port = "6379" // redis port - mode = "save" // 控制此节点存特征进 redis - prefix = "feature." // redis key 的前缀，不然整个 redis 库乱乱的 - -[[graphs]] // 描述完整运行的计算图 -name = "cat_finder_image" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, // source 就是 swagger 这类 service，接收视频或图片用的。收到的数据（图像、视频、extra 字段）送进子图 - { cap = 16, ports = ["source:inp", "destination:out"] } // 子图处理完，把结果发给 http server -] - - [[graphs.nodes]] // http server 的配置 - name = "source" - ty = "ImageServer" // 这是个图片服务 - port = 8081 // 端口号 - response = "json" // response Content-Type 用 application/json。不写就是默认 image/jpeg - - [[graphs.nodes]] // dest 是自己写的业务子图 - name = "destination" - ty = "subgraph" // 子图类型。没事儿改它干啥 -``` - -对应可视化的计算图： - -![](../../flow-python/examples/cat_finder/images/image.png) - -## 视频范例 - -视频和图片的唯一区别：**重资源的节点要在子图之外声明** 。 - -MegFlow 设计上支持不同视频流跑不同业务。每创建 1 路视频就会创建 1 个子图，40 路视频就是 40 个。det/reid 这种很重的节点自然要被复用。 - -以`cat_finder/video_gpu.toml`为例： - -```rust -main = "cat_finder_video" // 完整计算图名字 - -[[nodes]] // det 节点在子图外声明 -name = "det" -ty = "Detect" -model = "yolox-tiny" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/yolox_tiny.pkl" -interval = 5 - -[[nodes]] // ReID 节点同样在外部声明，被共享 -name = "reid_video" -ty = "ReIDVideo" -path = "models/aligned_reid.pkl" - -[[nodes]] // redis_proxy 使用了连接池，也可以看作“重资源” -name = "redis_proxy" -ty = "RedisProxy" -ip = "127.0.0.1" -port = "6379" -mode = "search" -prefix = "feature." - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] -connections = [ // 描述连接关系 - { cap = 16, ports = ["det:out", "track:inp"] }, - { cap = 16, ports = ["track:out", "shaper:inp"] }, - { cap = 16, ports = ["shaper:out", "reid_video:inp"] }, - { cap = 16, ports = ["reid_video:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] // 给每个检测目标，赋予唯一的 ID - name = "track" - ty = "Track" - - [[graphs.nodes]] // 业务逻辑：ID 结束后，给个最优结果 - name = "shaper" - ty = "Shaper" - mode = "BEST" // 结果类型，目前只支持 "BEST" 最优 - - -[[graphs]] -name = "cat_finder_video" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoServer" // 视频服务 - port = 8082 // 8081 做注册，8082 做解析 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" -``` - -视频解析服务可视化结果和图片接近： -![](../../flow-python/examples/cat_finder/images/video.png) - - -## 完整定义 -TL;DR - -严谨的描述文件定义如下： -```rust -// 节点间的连接channel -struct Connection { - cap: usize, // channel容量 - ports: Vec, // 连接的节点端口，格式是`节点名:端口名[:标签]` -} -// 有名channel -struct NamedConn { - name: String, // channel的名字 - cap: usize, // channel容量 - ports: Vec, // 连接的节点端口，格式是`节点名:端口名[:标签]` -} -// 节点定义 -struct Node { - name: String, // 节点名 - ty: String, // 节点类型 - cloned: usize, // 表示并行度，默认值为1 - res: Vec, // 引用的资源名字列表 - ... // 其他参数，会被透传到节点的构造函数中 -} -// 资源定义 -struct Resource { - name: String, // 资源名字 - ty: String, // 资源类型 - ... // 其他参数，会被透传到资源的构造函数中 -} - -struct Graph { - name: String, // 图的名字 - resources: Vec // 资源声明, 生命周期与该图绑定 - nodes: Vec, // 节点声明，生命周期与该图绑定 - inputs: Vec, // 图输入声明 - outputs: Vec, // 图输出声明 - connections: Vec, // 节点间连接声明 -} - -struct Config { - resources: Vec // 全局共享资源, 生命周期与整个应用绑定 - nodes: Vec, // 全局共享节点，生命周期与整个应用绑定 - graphs: Vec, // 图声明 - main: String, // 主图名字，及应用的进入点 -} -``` diff --git a/docs/how-to-add-my-service/appendix-B-python-plugin.zh.md b/docs/how-to-add-my-service/appendix-B-python-plugin.zh.md deleted file mode 100644 index 3cdef0d..0000000 --- a/docs/how-to-add-my-service/appendix-B-python-plugin.zh.md +++ /dev/null @@ -1,41 +0,0 @@ -# Python Plugins - -从一个最简单的例子开始 -``` -import megflow -@megflow.register(name="alias", inputs=["inp"], outputs=["out"]) -class Node: - def __init__(self, name, args): - pass - def exec(self): - envelope = self.inp.recv() - msg = dowith(envelope.msg) - self.out.send(envelope.repack(msg)) -``` - -这其中有三部分内容: register装饰器，Node的构造函数，Node的执行函数 - -1. register装饰器 - - name: 若指定，则register所修饰插件重命名为name，默认为register所修饰类的类名 - - inputs: Node的输入列表，每个输入`input`都可以在`exec`方法中，通过`self.input`访问, - - outputs: Node的输出列表，每个输出`output`都可以在`exec`方法中，通过`self.output`访问 - - exclusive: 默认为False, 调度模型是一个thread local的协程调度器, 若为True, 则将该任务安排到线程池中 - -2. Node的构造函数 - - name: 即参数文件中Node的name字段 - - args: 即参数文件中Node的剩余参数字段 - -3. Node的执行函数 - - 一个python插件的执行方法必须是命名为`exec`的零参成员方法 - - 对于在参数文件中该插件引用的资源`resource`, 可以在`exec`方法中，通过`self.resource`访问 - - 通过输入的`recv`方法取得输入消息，输入消息是`Envelope`对象，其`msg`成员即开发者真正需要读写的消息实例 - - `Envelope`语义为在图中流转的消息的相关信息，由于这些信息需要在图中被传递，所以开发者应该保持消息与`Envelope`的对应关系 - - 若一个`Envelope`携带的消息被拆分为多个消息，或者转换为另一个消息，应该通过`Envelope`的`repack`方法，将`Envelope`与消息关联起来 - - 通过输出的`send`方法发送输出消息，输出消息是`Envelope`对象 - -MegFlow也提供了一系列异步工具 -1. `yield_now()`, 让出当前任务的执行权 -2. `sleep(dur)`, 使当前任务沉睡`dur`毫秒 -3. `join(tasks)`, `tasks`参数是一个函数列表，`join`堵塞直到`tasks`中的函数都执行完毕 -4. `create_future(callback)`, `callback`参数是一个函数, 默认值为None，`create_future`返回一个`(Future, Waker)`对象 - - `Future::wait`, 堵塞直到`Waker::wake`被调用，返回`Waker::wake(result)`传入的`result`参数 diff --git a/docs/how-to-build-and-run/build-from-source.zh.md b/docs/how-to-build-and-run/build-from-source.zh.md deleted file mode 100644 index cb7ae4f..0000000 --- a/docs/how-to-build-and-run/build-from-source.zh.md +++ /dev/null @@ -1,107 +0,0 @@ -# Building from Source - -## 一、安装依赖 - -### 安装 Rust -```bash -$ sudo apt install curl -$ curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf | sh -``` - -成功后，`cargo` 应该可以正常执行 -```bash -$ cargo --version -cargo 1.53.0 (4369396ce 2021-04-27) -``` - -如果不成功，提示`Command 'cargo' not found`，可以按照提示加载一下环境变量(重新连接或打开终端也可以)： -``` -source $HOME/.cargo/env -``` - -> `cargo` 是 Rust 的包管理器兼编译辅助工具。类似 Java maven/go pkg/C++ CMake 的角色，更易使用。 - -### 安装 python3.x （推荐 conda） - -打开 [miniconda 官网](https://docs.conda.io/en/latest/miniconda.html) 下载 miniconda 安装包，修改权限并安装。 - -```bash -$ wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -$ chmod a+x Miniconda3-latest-Linux-x86_64.sh -$ ./Miniconda3-latest-Linux-x86_64.sh -``` - -安装时接受 conda 修改默认 .bashrc 环境变量（zsh 用户还需自行修改 .zshrc 中的 conda initialize 配置）。成功后 `conda` 可正常运行 -```bash -$ conda --version -conda 4.10.3 -``` - -创建一个 Python3.x（这里以 3.8 为例） 的环境，激活。 -```bash -$ conda create --name py38 python=3.8 -$ conda activate py38 -``` - - -## 二、编译 - -MegFlow 需要编译 ffmpeg。考虑到 ffmpeg 依赖较多、本身又是常用工具，最简单的办法就是直接装 ffmpeg 把编译依赖装上 - -```bash -$ sudo apt install yasm git build-essential ffmpeg -$ ffmpeg -ffmpeg version 3.4.8... -$ sudo apt install clang -$ clang --version -clang version 6.0.0-1ubuntu2... -``` - -编译底层 Rust 组件，安装 Python module - -```bash -$ git clone --recursive https://github.com/MegEngine/MegFlow --depth=1 -$ cd MegFlow -$ cargo build -waiting ... -$ cd flow-python -$ python3 setup.py install --user -``` - -P.S. 默认 ffmpeg 依赖自动从 github 上拉取源码构建，这会使得首次构建的时间较长。若希望缩短首次构建时间，或者希望依赖一个指定版本的 ffmpeg，可以启用环境变量`CARGO_FEATURE_PREBUILD`并参考[rust-ffmpeg](https://github.com/zmwangx/rust-ffmpeg/wiki/Notes-on-building)自行构建 - -## 三、Python“开机自检” -```bash -$ cd examples -$ cargo build --example run_with_plugins --release # 编译出 megflow bin -$ ln -s ../../target/release/examples/run_with_plugins -$ ./run_with_plugins -p logical_test -``` -`logical_test` 是 examples 下最基础的计算图测试用例，运行能正常结束表示 MegFlow 编译成功、基本语义无问题。 - -`run_with_plugins` 是计算图的实现。编译完成之后不再需要 `cargo` 和 `Rust`，使用者只需要 - - * `import megflow`成功 - * `run_with_plugins -h` 正常 - - -## 四、Python Built-in Applications - -接下来开始运行好玩的 Python 应用 - -* [猫猫围栏运行手册](../built-in-applications/cat_finder.md) - * 图片注册猫猫 - * 部署视频围栏，注册的猫离开围栏时会发通知 - * 未注册的不会提示 -* [电梯电瓶车告警](../built-in-applications/electric_bicycle.md) - * 电梯里看到电瓶车立即报警 - -## 五、其他选项 -```bash -$ cargo run --example graph -- ${args} # 测试 MegFlow 的延迟/吞吐/调度开销, 更多使用说明通过--help 查看 -$ cargo run --example run_with_plugins -- ${args} # 基于插件 + 参数文件形式运行 MegFlow, 更多说明通过--help 查看 -$ export RUST_LOG=LOG_LEVEL // 设置日志级别, 例如 INFO, TRACE.. -$ cargo build [--release] // 编译 -$ cargo check // 快速编译，不执行 link -$ cargo test [target] // 执行单元测试 -``` diff --git a/docs/how-to-build-and-run/build-on-aarch64.zh.md b/docs/how-to-build-and-run/build-on-aarch64.zh.md deleted file mode 100644 index 782ed86..0000000 --- a/docs/how-to-build-and-run/build-on-aarch64.zh.md +++ /dev/null @@ -1,103 +0,0 @@ -# aarch64 源码编译 - -## 一、测试环境 -华为鲲鹏 ARM 服务器，centOS 7.9 - -## 二、环境安装 -**gcc 需要 >= 7.5 版本，默认的 `aarch64-redhat-linux-gcc 4.8.5` 缺 `__ARM_NEON` 没法用** -```bash -$ yum install -y centos-release-scl -$ yum install -y devtoolset-8-gcc devtoolset-8-gcc-c++ -$ source /opt/rh/devtoolset-8/enable -$ gcc --version -gcc (GCC) 8.3.1 20190311 (Red Hat 8.3.1-3) -... -``` - -### 安装 Rust -```bash -$ curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf | sh -``` - -成功后，`cargo` 应该可以正常执行 -```bash -$ cargo --version -cargo 1.53.0 (4369396ce 2021-04-27) -``` - -> `cargo` 是 Rust 的包管理器兼编译辅助工具。类似 Java maven/go pkg/C++ CMake 的角色，更易使用。 - -### 安装 python3.x （推荐 conda） - -打开 [miniconda 官网](https://docs.conda.io/en/latest/miniconda.html) 下载 miniconda 安装包，修改权限并安装。 - -```bash -$ wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -$ chmod a+x Miniconda3-latest-Linux-x86_64.sh -$ ./Miniconda3-latest-Linux-x86_64.sh -``` - -安装时接受 conda 修改默认 .bashrc 环境变量（zsh 用户还需自行修改 .zshrc 中的 conda initialize 配置）。成功后 `conda` 可正常运行 -```bash -$ conda --version -conda 4.10.3 -``` - -创建一个 Python3.x（这里以 3.8 为例） 的环境，激活。 -```bash -$ conda create --name py38 python=3.8 -$ conda activate py38 -``` - - -## 三、编译 - -编译底层 Rust 组件，安装 Python module - -```bash -$ git clone --recursive https://github.com/MegEngine/MegFlow --depth=1 -$ cd MegFlow -$ cargo build -waiting ... -$ cd flow-python -$ python3 setup.py install --user -``` - -P.S. 默认 ffmpeg 依赖自动从 github 上拉取源码构建，这会使得首次构建的时间较长。若希望缩短首次构建时间，或者希望依赖一个指定版本的 ffmpeg，可以启用环境变量`CARGO_FEATURE_PREBUILD`并参考[rust-ffmpeg](https://github.com/zmwangx/rust-ffmpeg/wiki/Notes-on-building)自行构建 - - -## 四、Python“开机自检” -```bash -$ cd examples -$ cargo build --example run_with_plugins --release # 编译出 megflow bin -$ ln -s ../../target/example/run_with_plugins -$ ./run_with_plugins -p logical_test -``` -`logical_test` 是 examples 下最基础的计算图测试用例，运行能正常结束表示 MegFlow 编译成功、基本语义无问题。 - -`run_with_plugins` 是计算图的实现。编译完成之后不再需要 `cargo` 和 `Rust`，使用者只需要 - - * `import megflow`成功 - * `run_with_plugins -h` 正常 - - -## 五、Python Built-in Applications - -接下来开始运行好玩的 Python 应用 - -* [猫猫围栏运行手册](../built-in-applications/cat_finder.md) - * 图片注册猫猫 - * 部署视频围栏，注册的猫离开围栏时会发通知 - * 未注册的不会提示 -* [电梯电瓶车告警](../built-in-applications/electric_bicycle.md) - * 电梯里看到电瓶车立即报警 - -## 六、其他选项 -```bash -$ cargo run --example graph -- ${args} # 测试 MegFlow 的延迟/吞吐/调度开销, 更多使用说明通过--help 查看 -$ cargo run --example run_with_plugins -- ${args} # 基于插件 + 参数文件形式运行 MegFlow, 更多说明通过--help 查看 -$ export RUST_LOG=LOG_LEVEL // 设置日志级别, 例如 INFO, TRACE.. -$ cargo build [--release] // 编译 -$ cargo check // 快速编译，不执行 link -$ cargo test [target] // 执行单元测试 -``` diff --git a/docs/how-to-build-and-run/build-on-win10.zh.md b/docs/how-to-build-and-run/build-on-win10.zh.md deleted file mode 100644 index 6ea40f5..0000000 --- a/docs/how-to-build-and-run/build-on-win10.zh.md +++ /dev/null @@ -1,50 +0,0 @@ -# Build on win10 - -## 下载模型包 -docker 运行方式，建议把模型包下好，解压备用。[下载地址](../download-models.zh.md) - -## 安装 wsl2 - -[安装文档](https://docs.microsoft.com/zh-cn/windows/wsl/install-win10) 已经非常详细，核心是安装 Linux 内核更新包。完成后第 6 步中的 Linux 分发应该可以正常运行。 - -## 安装 docker -下载 [windows docker 客户端](https://www.docker.com/products/docker-desktop) 并安装。docker 依赖 wsl2，Docker Desktop 启动正常没有报 fail 即可。 - -## 安装 git - -下载安装 [git 客户端](https://git-scm.com/downloads) 并运行 Git Bash。 - -```bash -$ pwd -/c/Users/username -$ cd /d # 切换到合适的盘符 -$ git clone https://github.com/MegEngine/MegFlow -... -$ cd MegFlow -$ docker build -t megflow . -... # 等待镜像完成，却决于网络和 CPU -``` -> 注意：**不要移动 Dockerfile 文件的位置**。受 [EAR](https://www.federalregister.gov/documents/2019/10/09/2019-22210/addition-of-certain-entities-to-the-entity-list) 约束，MegFlow 无法提供现成的 docker 镜像，需要自己 build 出来，这个过程用了相对路径。 - -## 运行 - -```bash -$ docker images -REPOSITORY TAG IMAGE ID CREATED SIZE -megflow latest c65e37e1df6c 18 hours ago 5.05GB -``` -直接用 ${IMAGE ID} 进入开始跑应用，挂载上之前下载好的模型包 -```bash -$ docker run -p 18081:8081 -p 18082:8082 -v ${DOWNLOAD_MODEL_PATH}:/megflow-runspace/flow-python/examples/models -i -t c65e37e1df6c /bin/bash -``` - -## Python Built-in Applications - -MegFlow 需要的编译运行环境已完成，接下来开始运行好玩的 Python 应用 - -* [猫猫围栏运行手册](../built-in-applications/cat_finder.md) - * 图片注册猫猫 - * 部署视频围栏，注册的猫离开围栏时会发通知 - * 未注册的不会提示 -* [电梯电瓶车告警](../built-in-applications/electric_bicycle.md) - * 电梯里看到电瓶车立即报警 diff --git a/docs/how-to-build-and-run/build-with-docker.zh.md b/docs/how-to-build-and-run/build-with-docker.zh.md deleted file mode 100644 index 4841c74..0000000 --- a/docs/how-to-build-and-run/build-with-docker.zh.md +++ /dev/null @@ -1,35 +0,0 @@ -# Building with docker - -MegFlow 提供了 [Dockerfile](../../Dockerfile)，能够“可复现地”生成运行环境、减少依赖缺失的痛苦 - -## 下载模型包 -docker 运行方式，建议把模型包下好，解压备用。[下载地址](../download-models.zh.md) - -## 编译 Docker 镜像 - -```bash -$ cd MegFlow -$ docker build -t megflow . -``` -稍等一段时间（取决于网络和 CPU）镜像构建完成并做了基础自测 -> 注意：**不要移动 Dockerfile 文件的位置**。受 [EAR](https://www.federalregister.gov/documents/2019/10/09/2019-22210/addition-of-certain-entities-to-the-entity-list) 约束，MegFlow 无法提供现成的 docker 镜像，需要自己 build 出来，这个过程用了相对路径。 -```bash -$ docker images -REPOSITORY TAG IMAGE ID CREATED SIZE -megflow latest c65e37e1df6c 18 hours ago 5.05GB -``` -直接用 ${IMAGE ID} 进入开始跑应用，挂载上之前下载好的模型包 -```bash -$ docker run -p 18081:8081 -p 18082:8082 -v ${DOWNLOAD_MODEL_PATH}:/megflow-runspace/flow-python/examples/models -i -t c65e37e1df6c /bin/bash -``` - -## Python Built-in Applications - -接下来开始运行好玩的 Python 应用 - -* [猫猫围栏运行手册](../built-in-applications/cat_finder.md) - * 图片注册猫猫 - * 部署视频围栏，注册的猫离开围栏时会发通知 - * 未注册的不会提示 -* [电梯电瓶车告警](../built-in-applications/electric_bicycle.md) - * 电梯里看到电瓶车立即报警 diff --git a/docs/how-to-build-and-run/generate-rtsp.zh.md b/docs/how-to-build-and-run/generate-rtsp.zh.md deleted file mode 100644 index de17ddf..0000000 --- a/docs/how-to-build-and-run/generate-rtsp.zh.md +++ /dev/null @@ -1,77 +0,0 @@ -# 创建 rtsp 流地址 - -## 视频解析概要 -![workflow](./workflow.png) -1. 前端采集。录制的视频需要用 `ffmpeg` 转到 .ts/.h264/.h265 格式，**不能直接推 .mp4** -2. 推流。`ffmpeg` 命令发数据包给流服务器 -3. 流服务器。github 有许多开源实现 - - |project|language|优点|缺点| - |-|-|-|-| - |[rtsp-simple-server](https://github.com/aler9/rtsp-simple-server) | Golang | 编译部署方便，yaml配置灵活 | 不支持转码 | - |[livego](https://github.com/gwuhaolin/livego) | Golang |编译部署方便、yaml配置灵活、支持转码 | 文档较少 | - |[Live555](https://github.com/rgaufman/live555)| C++ | 功能十分强大，作为本地视频流服务器很方便 | 接受外部流需二次开发、文档较少 | - |[EasyDarwin](https://github.com/EasyDarwin/EasyDarwin)| Golang | 国产开源，功能强大, 具备web管理平台、录像检索回放功能 | 直播业务适合，小项目过于沉重 | - - 本文使用 `rtsp-simple-server` 作为样例 -4. MegFlow 拉流 -5. MegFlow 解码、解析 - -本文只说明 1～3 如何推流。 - -## 配置流服务器 - -下载 [rtsp-simple-server](https://github.com/aler9/rtsp-simple-server/releases/tag/v0.17.2) 并启动 - -```bash -$ wget https://github.com/aler9/rtsp-simple-server/releases/download/v0.17.2/rtsp-simple-server_v0.17.2_linux_amd64.tar.gz -$ -$ tar xvf rtsp-simple-server_v0.17.2_linux_amd64.tar.gz && ./rtsp-simple-server -... -2021/08/19 18:08:00 I [0/0] [RTSP] TCP listener opened on :8554 -... -``` - -## 笔记本推本地视频文件 - -如果是手机录制的 .mp4，先转成 .ts。移除音频（可选）。 -```bash -$ ffmpeg -i test.mp4 -s 640x480 -q:v 2 -vcodec copy -an test.ts -``` - -推 .ts 文件上去 -```bash -$ ffmpeg -re -stream_loop -1 -i test.ts -c copy -f rtsp rtsp://127.0.0.1:8554/test -``` - -## 笔记本推本地摄像头 -```bash -ffmpeg -framerate 25 -video_size 640x480 -i /dev/video0 -vcodec h264 -f rtsp rtsp://127.0.0.1:8554/test -``` - -参数说明 -| 选项 | 含义 | -| - | - | -| -framerate | 每秒帧数量（FPS） | -| -video_size | 采集视频宽高 | -| -i | 设备文件描述符 | -| -f | format格式，如 rtsp/flv 等 | -| -q:v | 图像品质，2 表示最好 | -| -an | 移除音频 | -| -vcodec copy | 拷贝流 | - -## 树莓派实时推流 -1. 参照[官方文档](https://www.raspberrypi.org/documentation/accessories/camera.html)，推流前检查摄像头是否正常运行 - -2. ffmpeg推流 -```bash -ffmpeg -framerate 25 -video_size 640x480 -i /dev/video0 -vcodec h264 -f rtsp rtsp://127.0.0.1:8001/test -``` - -3. 常见问题 - * ffmpeg 进程被 kill： ```Out of memory: killed process: pid``` GPU显存不足导致，树莓派最多支持设置 512M 显存 - * USB camera 推流卡顿、帧率低。应该换树莓派专用 camera - -## 检查流地址是否可用 - -打开 VLC 媒体播放器 - “网络串流”，地址输入“rtsp://127.0.0.1:8554/test”正常播放即可。 \ No newline at end of file diff --git a/docs/how-to-build-and-run/run-in-15-minutes.zh.md b/docs/how-to-build-and-run/run-in-15-minutes.zh.md deleted file mode 100644 index 81f46ce..0000000 --- a/docs/how-to-build-and-run/run-in-15-minutes.zh.md +++ /dev/null @@ -1,80 +0,0 @@ -# Run in 15 minutes - -## 安装 python3.x （推荐 conda） - -打开 [miniconda 官网](https://docs.conda.io/en/latest/miniconda.html) 下载 miniconda 安装包，修改权限并安装。 - -```bash -$ wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -$ chmod a+x Miniconda3-latest-Linux-x86_64.sh -$ ./Miniconda3-latest-Linux-x86_64.sh -``` - -安装时接受 conda 修改默认 .bashrc 环境变量（zsh 用户还需自行修改 .zshrc 中的 conda initialize 配置）。成功后 `conda` 可正常运行 -```bash -$ conda --version -conda 4.10.3 -``` - -创建一个 Python3.x（这里以 3.8 为例） 的环境，激活。 -```bash -$ conda create --name py38 python=3.8 -$ conda activate py38 -``` - -## 安装 Prebuilt 包 - -打开 [release 页面](https://github.com/MegEngine/MegFlow/releases)下载对应 python 版本的 .whl 包，安装 -```bash -$ python3 -m pip install megflow-0.1.0-py38-none-linux_x86_64.whl --force-reinstall -``` - -完成后应该可以 `import megflow` -```bash -$ python3 -Python 3.8.3 (default, May 19 2020, 18:47:26) -[GCC 7.3.0] :: Anaconda, Inc. on linux -Type "help", "copyright", "credits" or "license" for more information. ->>> import megflow -``` - -.whl 提供了 `run_with_plugins`命令，某些环境可能要`export PATH=~/.local/bin/:${PATH}` - -```bash -$ apt install build-essential -y -$ run_with_plugins -h -run_with_plugins 1.0 -megvii -... -``` - -## Python“开机自检” - -```bash -$ cd ${MegFlow_PATH}/flow-python/examples # 这行必须 -$ run_with_plugins -p logical_test -``` - -`logical_test` 是 examples 下最基础的计算图测试用例，运行能正常结束表示 MegFlow 编译成功、基本语义无问题。 - -此处常见问题：`error while loading shared libraries: libpython3.8.xxx`。如果使用 conda 只需要 -```bash -$ export LD_LIBRARY_PATH=`conda info --base`/pkgs/python-3.8.11-xxx/lib:${LD_LIBRARY_PATH} -``` -`run_with_plugins` 是计算图的实现。使用者不需要关心 Rust/cargo，只需要 - - * `import megflow` 成功 - * `run_with_plugins -h` 正常 - -> 工作原理：[megflow](../../flow-python/megflow/__init__.py) 仅是一层接口，由 run_with_plugins “注入”建图/调度/优化等实现。 - -## Python Built-in Applications - -接下来开始运行好玩的 Python 应用 - -* [猫猫围栏运行手册](../built-in-applications/cat_finder.md) - * 图片注册猫猫 - * 部署视频围栏，注册的猫离开围栏时会发通知 - * 未注册的不会提示 -* [电梯电瓶车告警](../built-in-applications/electric_bicycle.md) - * 电梯里看到电瓶车立即报警 diff --git a/docs/how-to-build-and-run/workflow.png b/docs/how-to-build-and-run/workflow.png deleted file mode 100644 index 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/dev/null @@ -1,63 +0,0 @@ -# 如何提交代码 - -## 一、fork 分支 -在浏览器中打开 [MegFlow](https://github.com/MegEngine/MegFlow), `fork` 到自己的 repositories，例如 -``` -https://github.com/user/MegFlow -``` - -clone 项目到本地，添加官方 remote 并 fetch: -``` -$ git clone https://github.com/user/MegFlow && cd MegFlow -$ git remote add megvii https://github.com/MegEngine/MegFlow -$ git fetch megvii -``` -对于 `git clone` 下来的项目，它现在有两个 remote，分别是 origin 和 megvii - -``` -$ git remote -v -origin https://github.com/user/MegFlow (fetch) -origin https://github.com/user/MegFlow (push) -megvii https://github.com/MegEngine/MegFlow (fetch) -megvii https://github.com/MegEngine/MegFlow (push) -``` -origin 指向你 fork 的仓库地址；remote 即官方 repo。可以基于不同的 remote 创建和提交分支。 - -例如切换到官方 master 分支，并基于此创建自己的分支（命名尽量言简意赅。一个分支只做一件事，方便 review 和 revert） -``` -$ git checkout MegEngine/master -$ git checkout -b my-awesome-branch -``` - -或创建分支时指定基于官方 master 分支： -``` -$ git checkout -b fix-typo-in-document MegFlow/master -``` - -> `git fetch` 是从远程获取最新代码到本地。如果是第二次 pr MegFlow `git fetch megvii` 开始即可，不需要 `git remote add megvii`，也不需要修改 `github.com/user/MegFlow`。 - -## 二、代码习惯 -为了增加沟通效率，reviewer 一般要求 contributor 遵从以下规则 - -* 不能随意增删空行 -* tab 替换为 4 个空格 -* 若是新增功能或平台，需有对应测试用例 -* 文档放到`docs`目录下，中文用`.zh.md`做后缀；英文直接用`.md`后缀 - -开发完成后提交到自己的 repository -``` -$ git commit -a -$ git push origin my-awesome-branch -``` -推荐使用 [`commitizen`](https://pypi.org/project/commitizen/) 或 [`gitlint`](https://jorisroovers.com/gitlint/) 等工具格式化 commit message，方便事后检索海量提交记录 - -## 三、代码提交 -浏览器中打开 [MegFlow pulls](https://github.com/MegEngine/MegFlow/pulls) ，此时应有此分支 pr 提示，点击 `Compare & pull request` - -* 标题**必须**是英文。未完成的分支应以 `WIP:` 开头，例如 `WIP: fix-typo` -* 正文宜包含以下内容，中英不限 - * 内容概述和实现方式 - * 功能或性能测试 - * 测试结果 - -回到浏览器签署 CLA，所有 CI 测试通过后通知 reviewer merge 此分支。 \ No newline at end of file diff --git a/docs/how-to-debug.zh.md b/docs/how-to-debug.zh.md deleted file mode 100644 index 4a291df..0000000 --- a/docs/how-to-debug.zh.md +++ /dev/null @@ -1,12 +0,0 @@ -# 如何 Debug 常见问题 - -一、`run_with_plugins` 无法启动服务，直接 core dump 报错退出 - -如果“Python 开机自检”的 `run_with_plugins -p logical_test` 能够正常结束，排查方向应该是 Python import error。调试方法举例 -```bash -$ gdb --args ./run_with_plugins -c electric_bicycle/electric_bicycle_cpu.toml -p electric_bicycle -... -illegal instruction -... -``` -可以看到 crash 发生在哪个 import \ No newline at end of file diff --git a/docs/how-to-pack-python-whl.zh.md b/docs/how-to-pack-python-whl.zh.md deleted file mode 100644 index ce255b9..0000000 --- a/docs/how-to-pack-python-whl.zh.md +++ /dev/null @@ -1,18 +0,0 @@ -# 打包成 Python .whl -## 作用 -打成 whl 包，使用方直接安装即可，不再需要编译。 - -## 依赖 -相关 Rust/Python 环境得 Ready，见[源码编译文档](how-to-build-and-run/build-from-source.zh.md)。 - -## 执行 -所有命令都已写好，复制执行即可。最终安装包都在 `dist` 目录 -```bash -$ cd ${MegFlow_PATH}/flow-python/ -$ cat gen_whl.sh -... -$ ls -alh dist/ -... -``` - -> 运行完要确认 `ldd` 链接的 libpython.so 版本是否正确 \ No newline at end of file diff --git a/docs/images/visualize_deployment.jpg b/docs/images/visualize_deployment.jpg deleted file 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"^2.0.0", - "string-width": "^2.0.0", - "which-module": "^2.0.0", - "y18n": "^3.2.1", - "yargs-parser": "^9.0.2" - }, - "dependencies": { - "y18n": { - "version": "3.2.2", - "resolved": "https://registry.npmjs.org/y18n/-/y18n-3.2.2.tgz", - "integrity": "sha512-uGZHXkHnhF0XeeAPgnKfPv1bgKAYyVvmNL1xlKsPYZPaIHxGti2hHqvOCQv71XMsLxu1QjergkqogUnms5D3YQ==" - } - } - }, - "yargs-parser": { - "version": "9.0.2", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-9.0.2.tgz", - "integrity": "sha1-nM9qQ0YP5O1Aqbto9I1DuKaMwHc=", - "requires": { - "camelcase": "^4.1.0" - }, - "dependencies": { - "camelcase": { - "version": "4.1.0", - "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-4.1.0.tgz", - "integrity": "sha1-1UVjW+HjPFQmScaRc+Xeas+uNN0=" - } - } - } - } -} diff --git a/flow-debugger/debugger-ui/package.json b/flow-debugger/debugger-ui/package.json deleted file mode 100644 index 78f4233..0000000 --- a/flow-debugger/debugger-ui/package.json +++ /dev/null @@ -1,54 +0,0 @@ -{ - "name": "debugger-ui", - "version": "0.1.0", - "private": true, - "dependencies": { - "@codemirror/basic-setup": "^0.19.0", - "@codemirror/legacy-modes": "^0.19.0", - "@codemirror/state": "^0.19.1", - "@codemirror/stream-parser": "^0.19.1", - "@codemirror/theme-one-dark": "^0.19.0", - "@codemirror/view": "^0.19.1", - "@popperjs/core": "^2.9.3", - "@reduxjs/toolkit": "^1.5.1", - "@testing-library/jest-dom": "^4.2.4", - "@testing-library/react": "^9.3.2", - "@testing-library/user-event": "^7.1.2", - "lodash": "^4.17.21", - "react": "^17.0.2", - "react-charts": "^3.0.0-beta.32", - "react-dom": "^17.0.2", - "react-popper": "^2.2.5", - "react-redux": "^7.2.3", - "react-scripts": "^2.0.0", - "react-wait": "^0.3.0", - "reactjs-popup": "^2.0.5", - "rodemirror": "^1.6.3", - "split-grid": "^1.0.11", - "toml": "^3.0.0", - "vis-data": "^7.1.2", - "vis-network": "^9.0.5" - }, - "scripts": { - "start": "react-scripts start", - "build": "react-scripts build", - "test": "react-scripts test", - "eject": "react-scripts eject", - "fix": "npx prettier --write ./src" - }, - "eslintConfig": { - "extends": "react-app" - }, - "browserslist": { - "production": [ - ">0.2%", - "not dead", - "not op_mini all" - ], - "development": [ - "last 1 chrome version", - "last 1 firefox version", - "last 1 safari version" - ] - } -} diff --git a/flow-debugger/debugger-ui/public/index.html b/flow-debugger/debugger-ui/public/index.html deleted file mode 100644 index 27d3726..0000000 --- a/flow-debugger/debugger-ui/public/index.html +++ /dev/null @@ -1,17 +0,0 @@ - - - - - - - - Debugger UI - - - -

- - diff --git a/flow-debugger/debugger-ui/public/robots.txt b/flow-debugger/debugger-ui/public/robots.txt deleted file mode 100644 index 01b0f9a..0000000 --- a/flow-debugger/debugger-ui/public/robots.txt +++ /dev/null @@ -1,2 +0,0 @@ -# https://www.robotstxt.org/robotstxt.html -User-agent: * diff --git a/flow-debugger/debugger-ui/src/App.css b/flow-debugger/debugger-ui/src/App.css deleted file mode 100644 index 4e3494c..0000000 --- a/flow-debugger/debugger-ui/src/App.css +++ /dev/null @@ -1,39 +0,0 @@ -.App { - display: flex; - height: 100vh; - flex-direction: column; - padding-bottom: 1em; - align-items: center; - justify-content: center; -} - -.Area { - width: 100%; - min-width: 0; - height: 100%; - min-height: 0; -} - -.BorderArea { - display: flex; - flex-direction: column; - width: 100%; - min-width: 0; - height: 100%; - min-height: 0; - border: 4px solid #dedede; - border-radius: 4px; -} - -.tabClose { - border: 1px solid #dedede; - border-right: none; - background-color: #d4dfe6; - cursor: pointer; - line-height: 1.5em; -} - -.body { - flex-grow: 1; - overflow-y: auto; -} diff --git a/flow-debugger/debugger-ui/src/App.js b/flow-debugger/debugger-ui/src/App.js deleted file mode 100644 index 32a413e..0000000 --- a/flow-debugger/debugger-ui/src/App.js +++ /dev/null @@ -1,75 +0,0 @@ -import React from "react"; -import { useSelector, useDispatch } from "react-redux"; -import "./App.css"; -import { ResizableArea } from "./component/resizable_area/ResizableArea"; -import { TabList } from "./component/tab/Tab"; -import { MainSwitcher, DebuggerSwitcher } from "./page"; -import { changeMainPage, storeDebuggerPage, restoreDebuggerPage } from "./app"; -import { AppHeader } from "./AppHeader"; -import { save } from "./page/editor/EditorSlice"; -import { MainTabs, EDITOR, TOPOLOGY } from "./types"; - -function App() { - const dispatch = useDispatch(); - const main = useSelector((state) => state.main); - const dbg = useSelector((state) => state.dbg); - - return ( -
- - = 0}> -
- dispatch(changeMainPage(EDITOR)), - }, - { - label: MainTabs[TOPOLOGY], - onClick: () => - dispatch(changeMainPage(TOPOLOGY)) & - dispatch(save()), - }, - ]} - /> -
- -
-
-
= 0 ? "BorderArea" : "Area"}> - - dispatch(restoreDebuggerPage(-1)), - }, - ]} - children={ - dbg.focus >= 0 && ( - - ) - } - /> - {dbg.focus >= 0 && ( -
- -
- )} -
- -
- ); -} - -export default App; diff --git a/flow-debugger/debugger-ui/src/AppHeader.js b/flow-debugger/debugger-ui/src/AppHeader.js deleted file mode 100644 index a0d6904..0000000 --- a/flow-debugger/debugger-ui/src/AppHeader.js +++ /dev/null @@ -1,217 +0,0 @@ -import React, { useState } from "react"; -import { useSelector, useDispatch } from "react-redux"; -import styles from "./AppHeader.module.css"; -import { Button } from "./component/button/Button"; -import { Input } from "./component/input/Input"; -import toml from "toml"; -import { save, selectEditorChanged } from "./page/editor/EditorSlice"; -import { update as update_err } from "./page/text/TextSlice"; -import { parse, splitQpsNode } from "./parser"; -import { update, setBlock, listen } from "./page/topology/TopologySlice"; -import { changeMainPage, restoreDebuggerPage, storeDebuggerPage, changeStage } from "./app/actor"; -import { TOPOLOGY, ERROR } from "./types"; -import Popup from "reactjs-popup"; -import { useWait } from "react-wait"; -import "reactjs-popup/dist/index.css"; -import { useWebsocket } from "./websocket"; -import buildEventListener from "./event_listener"; -import { append } from "./page/chart/ChartSlice"; - -const Spinner = () => { - return ( - - ); -}; - -const SwitchButton = (is_on, off, on, onClick, disabled) => { - return is_on ? ( - - ) : ( - - ); -}; - -export const AppHeader = () => { - const dispatch = useDispatch(); - const [form, openForm] = useState(false); - const [perf, setPerf] = useState(false); - const [url, setUrl] = useState(""); - const [qpsSeqId, setQpsSeqId] = useState(-1); - const stage = useSelector((state) => state.stage); - const content = useSelector(selectEditorChanged); - const { startWaiting, endWaiting, isWaiting, Wait } = useWait(); - const [parsed, onEvent] = buildEventListener(dispatch, (event) => { - switch (event) { - case "disconnect": - dispatch(changeStage("")); - setPerf(false); - break - case "connect": - openForm(false); - dispatch(changeStage("dbg-main")); - break - default: - break - } - endWaiting(event); - }); - const { send, connect, disconnect } = useWebsocket(onEvent); - - switch (stage) { - case "dbg-main": - return ( -
-
- -
-
- {SwitchButton( - perf, - "Stop", - "Perf", - () => { - if (!perf) { - setQpsSeqId(send(qpsSeqId, { - feature: 'QPS', - command: 'start', - ratio: 1.0, - }, (resp) => { - let is_block = []; - for (const node of resp.nodes) { - let split = splitQpsNode(parsed, resp.graph, node); - if (!split) { - return; - } - if (split.is_block) { - if (split.id) - is_block.push(split.id); - else - for (const id of split.ids) - is_block.push(id) - } - for (const port of split.ports) { - dispatch(append(port)); - } - } - dispatch(setBlock(is_block)); - })) - dispatch(listen(true)); - } else { - send(qpsSeqId, { - feature: 'QPS', - command: 'stop', - }); - setQpsSeqId(-1); - dispatch(listen(false)); - dispatch(restoreDebuggerPage('')); - dispatch(storeDebuggerPage()); - } - setPerf(!perf); - }, - isWaiting("disconnect") - )} -
-
- ); - default: - return ( -
-
-
-
-
- -
- setUrl(`ws://${e.target.value}/debugger`)} - /> -
- -
-
- -
- ); - } -}; diff --git a/flow-debugger/debugger-ui/src/AppHeader.module.css b/flow-debugger/debugger-ui/src/AppHeader.module.css deleted file mode 100644 index 87dc94f..0000000 --- a/flow-debugger/debugger-ui/src/AppHeader.module.css +++ /dev/null @@ -1,35 +0,0 @@ -.AppHeader { - display: flex; - justify-content: flex-start; - padding: 1.25em 0; - font-size: 12px; - width: 100%; -} - -.AppHeader button:enabled { - cursor: pointer; -} - -.ButtonSet { - margin-right: 0.5em; -} - -AppHeaderSet:last-child { - margin-right: 0; -} - -.PopupContent { - display: flex; - flex-flow: column; - justify-content: center; - align-items: center; - padding: 1.25em 0; - font-size: 8px; - width: auto; -} - -.spinner { - display: block; - height: 1em; - width: 1em; -} diff --git a/flow-debugger/debugger-ui/src/app/actor.js b/flow-debugger/debugger-ui/src/app/actor.js deleted file mode 100644 index e98af4b..0000000 --- a/flow-debugger/debugger-ui/src/app/actor.js +++ /dev/null @@ -1,50 +0,0 @@ -import { createAction } from "@reduxjs/toolkit"; - -export const BrowserWidthChanged = "BROWSER_WIDTH_CHANGED"; -export const browserWidthChanged = createAction( - BrowserWidthChanged, - (isSmall) => { - return { - payload: { - isSmall, - }, - }; - } -); - -export const StoreDebuggerPage = "STORE_DEBUGGER_PAGE"; -export const storeDebuggerPage = createAction(StoreDebuggerPage, () => { - return { - payload: {}, - }; -}); - -export const RestoreDebuggerPage = "RESTORE_DEBUGGER_PAGE"; -export const restoreDebuggerPage = createAction( - RestoreDebuggerPage, - (focus) => { - return { - payload: { - focus, - }, - }; - } -); - -export const ChangeMainPage = "CHANGE_MAIN_PAGE"; -export const changeMainPage = createAction(ChangeMainPage, (focus) => { - return { - payload: { - focus, - }, - }; -}); - -export const ChangeStage = "CHANGE_STAGE"; -export const changeStage = createAction(ChangeStage, (stage) => { - return { - payload: { - stage, - }, - }; -}); diff --git a/flow-debugger/debugger-ui/src/app/index.js b/flow-debugger/debugger-ui/src/app/index.js deleted file mode 100644 index 4e430f0..0000000 --- a/flow-debugger/debugger-ui/src/app/index.js +++ /dev/null @@ -1,10 +0,0 @@ -import { store } from "./store"; -import { browserWidthChanged } from "./actor"; - -const z = (evt) => store.dispatch(browserWidthChanged(evt.matches)); -const maxWidthMediaQuery = window.matchMedia("(max-width: 1600px)"); -z(maxWidthMediaQuery); -maxWidthMediaQuery.addListener(z); - -export * from "./actor"; -export * from "./store"; diff --git a/flow-debugger/debugger-ui/src/app/store.js b/flow-debugger/debugger-ui/src/app/store.js deleted file mode 100644 index 5039f30..0000000 --- a/flow-debugger/debugger-ui/src/app/store.js +++ /dev/null @@ -1,59 +0,0 @@ -import { configureStore } from "@reduxjs/toolkit"; -import * as actor from "./actor"; -import editor from "../page/editor/EditorSlice"; -import topology from "../page/topology/TopologySlice"; -import text from "../page/text/TextSlice"; -import chart from "../page/chart/ChartSlice"; -import { MainTabs, DebuggerTabs } from "../types"; - -export const store = configureStore({ - reducer: { - editor, - topology, - text, - chart, - isSmall: (state = false, action) => { - switch (action.type) { - case actor.BrowserWidthChanged: - return action.payload.isSmall; - default: - return state; - } - }, - main: (state = { focus: 0, page: "" }, action) => { - switch (action.type) { - case actor.ChangeMainPage: - return { - focus: action.payload.focus, - page: MainTabs[action.payload.focus], - }; - default: - return state; - } - }, - dbg: (state = { focus: -1, page: "" }, action) => { - switch (action.type) { - case actor.StoreDebuggerPage: - return { focus: -1, page: state.page }; - case actor.RestoreDebuggerPage: - return { - focus: 0, - page: - action.payload.focus >= 0 - ? DebuggerTabs[action.payload.focus] - : state.page, - }; - default: - return state; - } - }, - stage: (state = "", action) => { - switch (action.type) { - case actor.ChangeStage: - return action.payload.stage; - default: - return state; - } - }, - }, -}); diff --git a/flow-debugger/debugger-ui/src/component/button/Button.js b/flow-debugger/debugger-ui/src/component/button/Button.js deleted file mode 100644 index 96547e9..0000000 --- a/flow-debugger/debugger-ui/src/component/button/Button.js +++ /dev/null @@ -1,31 +0,0 @@ -import React from "react"; -import styles from "./Button.module.css"; - -export const Button = ({ red, bold, icon, rightIcon, children, ...props }) => { - const c = [styles.container]; - - if (bold) { - c.push(styles.bold); - } - if (icon) { - c.push(styles.hasLeftIcon); - } - if (rightIcon) { - c.push(styles.hasRightIcon); - } - if (red) { - c.push(styles.red); - } - - return ( - - ); -}; diff --git a/flow-debugger/debugger-ui/src/component/button/Button.module.css b/flow-debugger/debugger-ui/src/component/button/Button.module.css deleted file mode 100644 index 8052a6d..0000000 --- a/flow-debugger/debugger-ui/src/component/button/Button.module.css +++ /dev/null @@ -1,105 +0,0 @@ -.container { - display: flex; - height: 3em; - align-items: center; - padding: 0 1.25em; - font-weight: 500; - text-decoration: none; - text-transform: uppercase; - white-space: nowrap; -} - -.button { - padding: 0; - border: none; - font: inherit; - line-height: inherit; - text-align: inherit; - border: 1px solid #dedede; - background: linear-gradient(#fff, #f9f9f9); - background-color: #fff; - color: #444; -} -.button:first-child { - border-bottom-left-radius: 4px; - border-top-left-radius: 4px; -} - -.button:last-child { - border-bottom-right-radius: 4px; - border-top-right-radius: 4px; -} - -.button:not(:first-child) { - border-left: none; -} - -.button:not(:last-child) { - border-right: 1px solid #dedede; -} - -.button:hover { - background: linear-gradient(#fff, #f3f3f3); - color: #333; -} - -.button:active { - border-top-color: #bababa; - border-bottom-color: #d6d6d6; - background: linear-gradient(#f9f9f9, #ededed); - box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.2); -} - -.bold { - font-weight: 700; -} - -.hasLeftIcon { - composes: container; - padding-left: 1em; -} - -.hasRightIcon { - composes: container; - padding-right: 1em; -} - -.leftIcon { - margin-right: 0.5em; -} - -.rightIcon { - margin-left: 0.75em; -} - -.red { - border: 1px solid #aa4422; - border-color: hsl(15, 66.7%, 32%); - background: #aa4422; - color: white; -} - -.red:first-child { - border-bottom-left-radius: 4px; - border-top-left-radius: 4px; -} - -.red:last-child { - border-bottom-right-radius: 4px; - border-top-right-radius: 4px; -} - -.red:not(:last-child) { - border-right-width: 0; -} - -.red:hover { - background: #80331a; - color: white; -} - -.red:active { - border-top-color: #80331a; - border-bottom-color: #80331a; - background: #80331a; -} diff --git a/flow-debugger/debugger-ui/src/component/input/Input.js b/flow-debugger/debugger-ui/src/component/input/Input.js deleted file mode 100644 index 7d1fe90..0000000 --- a/flow-debugger/debugger-ui/src/component/input/Input.js +++ /dev/null @@ -1,16 +0,0 @@ -import React from "react"; -import styles from "./Input.module.css"; - -export const Input = ({ label, ...props }) => { - return ( -
- - -
- ); -}; diff --git a/flow-debugger/debugger-ui/src/component/input/Input.module.css b/flow-debugger/debugger-ui/src/component/input/Input.module.css deleted file mode 100644 index 9ae2f5e..0000000 --- a/flow-debugger/debugger-ui/src/component/input/Input.module.css +++ /dev/null @@ -1,10 +0,0 @@ -.inner { - display: table-cell; - margin: 10px; - font-weight: bold; -} - -.container { - margin: 5px; - display: table-row; -} diff --git a/flow-debugger/debugger-ui/src/component/line_with_descp/LineWithDescp.js b/flow-debugger/debugger-ui/src/component/line_with_descp/LineWithDescp.js deleted file mode 100644 index b160b67..0000000 --- a/flow-debugger/debugger-ui/src/component/line_with_descp/LineWithDescp.js +++ /dev/null @@ -1,42 +0,0 @@ -import React, { useMemo } from "react"; -import styles from "./LineWithDescp.module.css"; -import { Chart } from "react-charts"; - -export const LineWithDescp = ({ data, children, ...props }) => { - const primaryAxis = useMemo( - () => ({ - getValue: (datum) => datum.primary, - }), - [] - ); - - const secondaryAxes = useMemo( - () => [ - { - getValue: (datum) => datum.secondary, - }, - ], - [] - ); - let convert_data = []; - for (const k in data) { - convert_data.push({ - label: k, - data: data[k].map((v, i)=>{ - return { - primary: i, - secondary: v, - } - }), - }) - } - - return ( -
-
{children}
-
- -
-
- ); -}; diff --git a/flow-debugger/debugger-ui/src/component/line_with_descp/LineWithDescp.module.css b/flow-debugger/debugger-ui/src/component/line_with_descp/LineWithDescp.module.css deleted file mode 100644 index 31c6b45..0000000 --- a/flow-debugger/debugger-ui/src/component/line_with_descp/LineWithDescp.module.css +++ /dev/null @@ -1,24 +0,0 @@ -.container { - width: 100%; - height: 300px; - display: flex; - justify-content: center; - align-items: center; - flex-direction: column; -} - -.descp { - white-space: nowrap; - text-decoration: none; - padding: 0 1.25em; - height: 3em; - font-weight: 700; - color: #444; - display: flex; - width: 50%; -} - -.line { - flex-grow: 1; - width: 50%; -} diff --git a/flow-debugger/debugger-ui/src/component/resizable_area/ResizableArea.js b/flow-debugger/debugger-ui/src/component/resizable_area/ResizableArea.js deleted file mode 100644 index c4ea237..0000000 --- a/flow-debugger/debugger-ui/src/component/resizable_area/ResizableArea.js +++ /dev/null @@ -1,73 +0,0 @@ -import React, { useEffect, useRef } from "react"; -import { useSelector } from "react-redux"; -import Split from "split-grid"; -import styles from "./ResizableArea.module.css"; -import { Orientation } from "../../types"; - -const orientationSelect = (state) => - state.isSmall ? Orientation.Horizontal : Orientation.Vertical; - -export function ResizableArea(props) { - const orientation = useSelector(orientationSelect); - - const grid = useRef(null); - const dragHandle = useRef(null); - - useEffect(() => { - grid.current.style["grid-template-columns"] = null; - grid.current.style["grid-template-rows"] = null; - }, [orientation, props.focus]); - - useEffect(() => { - const split = Split({ - minSize: 150, - [TRACK_OPTION_NAME[orientation]]: [ - { - track: 1, - element: dragHandle.current, - }, - ], - }); - return () => split.destroy(); - }, [orientation, props.focus]); - - const gridStyle = props.focus - ? GRID_STYLE[orientation] - : HIDDEN_GRID_STYLE[orientation]; - const [handleOuterStyle, handleInnerStyle] = HANDLE_STYLES[orientation]; - - return ( -
- {props.children[0]} - {props.focus && ( -
- ⣿ -
- )} - {props.children[1]} -
- ); -} - -const TRACK_OPTION_NAME = { - [Orientation.Horizontal]: "rowGutters", - [Orientation.Vertical]: "columnGutters", -}; - -const GRID_STYLE = { - [Orientation.Horizontal]: styles.resizeableAreaRow, - [Orientation.Vertical]: styles.resizeableAreaColumn, -}; - -const HIDDEN_GRID_STYLE = { - [Orientation.Horizontal]: styles.resizeableHiddenAreaRow, - [Orientation.Vertical]: styles.resizeableHiddenAreaColumn, -}; - -const HANDLE_STYLES = { - [Orientation.Horizontal]: [ - styles.splitRowsGutter, - styles.splitRowsGutterHandle, - ], - [Orientation.Vertical]: [styles.splitColumnsGutter, ""], -}; diff --git a/flow-debugger/debugger-ui/src/component/resizable_area/ResizableArea.module.css b/flow-debugger/debugger-ui/src/component/resizable_area/ResizableArea.module.css deleted file mode 100644 index 71d0ed0..0000000 --- a/flow-debugger/debugger-ui/src/component/resizable_area/ResizableArea.module.css +++ /dev/null @@ -1,58 +0,0 @@ -.resizeable { - width: 100%; - min-width: 0; - height: 100%; - min-height: 0; -} - -.container { - display: flex; - height: 100vh; - flex-direction: column; - padding-bottom: 1em; -} - -.resizeableAreaRow { - composes: resizeable; - display: grid; - grid-template-rows: 1fr 12px 1fr; -} - -.resizeableAreaColumn { - composes: resizeable; - display: grid; - grid-template-columns: 1fr 12px 1fr; -} - -.resizeableHiddenAreaRow { - composes: resizeable; - display: grid; - grid-template-rows: 1fr auto; -} - -.resizeableHiddenAreaColumn { - composes: resizeable; - display: grid; - grid-template-columns: 1fr auto; -} - -.splitRowsGutter { - display: flex; - align-items: center; - justify-content: center; - cursor: row-resize; - color: #fff; -} - -.splitRowsGutterHandle { - pointer-events: none; - transform: rotate(90deg); -} - -.splitColumnsGutter { - display: flex; - align-items: center; - justify-content: center; - cursor: col-resize; - color: #fff; -} diff --git a/flow-debugger/debugger-ui/src/component/tab/Tab.js b/flow-debugger/debugger-ui/src/component/tab/Tab.js deleted file mode 100644 index 6e7dd3d..0000000 --- a/flow-debugger/debugger-ui/src/component/tab/Tab.js +++ /dev/null @@ -1,26 +0,0 @@ -import styles from "./Tab.module.css"; -import React from "react"; - -const Tab = ({ focus, label, onClick, ...props }) => { - return ( - - ); -}; - -export const TabList = ({ focus, tabs, children = null }) => { - let tabsLabel = tabs.map((tab, i) => ( - - )); - return ( -
- {tabsLabel} - {children} -
- ); -}; diff --git a/flow-debugger/debugger-ui/src/component/tab/Tab.module.css b/flow-debugger/debugger-ui/src/component/tab/Tab.module.css deleted file mode 100644 index 90093b3..0000000 --- a/flow-debugger/debugger-ui/src/component/tab/Tab.module.css +++ /dev/null @@ -1,35 +0,0 @@ -.container { - display: flex; - width: 100%; - height: 100%; - flex-direction: column; -} - -.tabs { - display: flex; -} - -.tab { - flex: 1 1 auto; - border: 1px solid #dedede; - border-right: none; - background-color: #dedede; - cursor: pointer; - line-height: 1.5em; -} - -.tab:last-of-type { - border-right: 1px solid #dedede; -} - -.tabSelected { - composes: tab; - border-bottom: none; - background-color: #f9ffff; - cursor: default; -} - -.tabSelected:focus { - outline: none; - background-color: #fff; -} diff --git a/flow-debugger/debugger-ui/src/event_listener.js b/flow-debugger/debugger-ui/src/event_listener.js deleted file mode 100644 index c43ad19..0000000 --- a/flow-debugger/debugger-ui/src/event_listener.js +++ /dev/null @@ -1,51 +0,0 @@ -import { useState } from "react"; -import { pin, unpin } from "./page/editor/EditorSlice"; -import { update } from "./page/topology/TopologySlice"; -import { update as update_err } from "./page/text/TextSlice"; -import { changeMainPage, restoreDebuggerPage, changeStage } from "./app/actor"; -import { ERROR, TOPOLOGY, EDITOR } from "./types"; -import { parse } from "./parser"; -import toml from "toml"; - -export default (dispatch, notify) => { - const [parsed, setParsed] = useState({}); - return [parsed, { - _onerror: (e) => { - dispatch(update_err(`WEBSOCKET ERROR: ${e}`)); - dispatch(restoreDebuggerPage(ERROR)); - notify('connect') - notify('disconnect') - }, - _onclose: (e) => { - dispatch(changeStage("")); - dispatch(unpin()); - dispatch(changeMainPage(EDITOR)); - notify('connect') - notify('disconnect') - }, - initialized: (msg) => { - try { - dispatch(pin(msg.graph)); - const [for_viz, tmp] = parse(toml.parse(msg.graph)); - setParsed(tmp); - dispatch(update(for_viz)); - dispatch(changeMainPage(TOPOLOGY)); - } catch (e) { - if (e.line) { - dispatch( - update_err( - `ERROR: ${e.message} at lint ${e.line}, column ${e.column}` - ) - ); - } else { - dispatch(update_err(`ERROR: ${e.message}`)); - } - dispatch(restoreDebuggerPage(ERROR)); - } - notify('connect') - }, - terminated: (msg) => { - notify('disconnect') - }, - }]; -}; diff --git a/flow-debugger/debugger-ui/src/index.css b/flow-debugger/debugger-ui/src/index.css deleted file mode 100644 index 08bccb9..0000000 --- a/flow-debugger/debugger-ui/src/index.css +++ /dev/null @@ -1,28 +0,0 @@ -textarea { - font-family: "Open Sans", sans-serif; -} - -html { - box-sizing: border-box; -} - -*, -*:before, -*:after { - box-sizing: inherit; -} - -body { - overflow-y: hidden; - background-color: #282c37; - padding: 0 1em; - font-family: "Open Sans", sans-serif; - -webkit-font-smoothing: antialiased; - -moz-osx-font-smoothing: grayscale; -} - -code { - font-family: source-code-pro, Menlo, Monaco, Consolas, "Courier New", - monospace; - font-size: 0.9em; -} diff --git a/flow-debugger/debugger-ui/src/index.js b/flow-debugger/debugger-ui/src/index.js deleted file mode 100644 index 2c946d8..0000000 --- a/flow-debugger/debugger-ui/src/index.js +++ /dev/null @@ -1,21 +0,0 @@ -import React from "react"; -import ReactDOM from "react-dom"; -import "./index.css"; -import { store } from "./app"; -import App from "./App"; -import { Provider } from "react-redux"; -import * as serviceWorker from "./serviceWorker"; -import { Waiter } from "react-wait"; - -ReactDOM.render( - - - - - - - , - document.getElementById("root") -); - -serviceWorker.register(); diff --git a/flow-debugger/debugger-ui/src/page/chart/Chart.js b/flow-debugger/debugger-ui/src/page/chart/Chart.js deleted file mode 100644 index 4f46662..0000000 --- a/flow-debugger/debugger-ui/src/page/chart/Chart.js +++ /dev/null @@ -1,20 +0,0 @@ -import React from "react"; -import styles from "./Chart.module.css"; -import { useSelector } from "react-redux"; -import { LineWithDescp } from "../../component/line_with_descp/LineWithDescp"; -import { selectChartLines, selectChartFocus } from "./ChartSlice"; - -export const Chart = () => { - const ids = useSelector(selectChartFocus); - const lines = useSelector(selectChartLines(ids)); - const labels = Object.values(lines).map((line, i)=> { - return ( {line.descp} ) - }); - return ( -
-
- { labels } -
-
- ); -}; diff --git a/flow-debugger/debugger-ui/src/page/chart/Chart.module.css b/flow-debugger/debugger-ui/src/page/chart/Chart.module.css deleted file mode 100644 index 5dbc019..0000000 --- a/flow-debugger/debugger-ui/src/page/chart/Chart.module.css +++ /dev/null @@ -1,18 +0,0 @@ -.container { - height: 100%; - width: 100%; - background-color: #f9ffff; -} - -.list { - border: 1px solid #dedede; - border-top: none; - border-bottom: none; - padding: 0.5em; - background-color: #f9ffff; - display: flex; - height: auto; - width: 100%; - justify-content: flex-start; - flex-direction: column; -} diff --git a/flow-debugger/debugger-ui/src/page/chart/ChartSlice.js b/flow-debugger/debugger-ui/src/page/chart/ChartSlice.js deleted file mode 100644 index df446f3..0000000 --- a/flow-debugger/debugger-ui/src/page/chart/ChartSlice.js +++ /dev/null @@ -1,63 +0,0 @@ -import { createSlice } from "@reduxjs/toolkit"; - -export const chartSlice = createSlice({ - name: "chart", - initialState: { - lines: {}, - focus: [], - }, - reducers: { - append: (state, elem) => { - if (!(elem.payload.id in state.lines)) { - state.lines[elem.payload.id] = { descp: elem.payload.descp, start: Date.now(), data: {} }; - } - let dst = state.lines[elem.payload.id].data; - let start = state.lines[elem.payload.id].start; - let src = elem.payload.data; - - let now = Date.now(); - let dur = now - start; - - for (const k in src) { - if (!(k in dst)) { - dst[k] = []; - } - const len = dst[k].length; - if (dur > 1000 || len === 0) { - dst[k].push(src[k]); - } else { - dst[k][len-1] = Math.max(dst[k][len-1], src[k]); - } - if (len >= 60) { // TODO: remove the hardcode - dst[k].shift(); - } - } - if (dur > 1000) { // TODO: remove the hardcode - state.lines[elem.payload.id].start = Date.now(); - } - }, - reset: (state) => { - state.lines = {}; - state.focus = []; - }, - focus: (state, ids) => { - state.focus = ids.payload; - } - }, -}); - -export const { append, reset, focus } = chartSlice.actions; - -export const selectChartLines = (ids) => (state) => { - let lines = {}; - for (const id of ids) { - if (id in state.chart.lines) { - lines[id] = state.chart.lines[id]; - } - } - return lines; -}; - -export const selectChartFocus = (state) => state.chart.focus; - -export default chartSlice.reducer; diff --git a/flow-debugger/debugger-ui/src/page/editor/Editor.js b/flow-debugger/debugger-ui/src/page/editor/Editor.js deleted file mode 100644 index 5ad63c7..0000000 --- a/flow-debugger/debugger-ui/src/page/editor/Editor.js +++ /dev/null @@ -1,29 +0,0 @@ -import React, { useMemo } from "react"; -import { useDispatch, useSelector } from "react-redux"; -import CodeMirror from "rodemirror"; -import { basicSetup } from "@codemirror/basic-setup"; -import { oneDark } from "@codemirror/theme-one-dark"; -import { StreamLanguage } from "@codemirror/stream-parser"; -import { toml } from "@codemirror/legacy-modes/mode/toml"; -import { update, selectEditorInit, selectEdit } from "./EditorSlice"; - -export const Editor = () => { - const dispatch = useDispatch(); - const init = useSelector(selectEditorInit); - const edit = useSelector(selectEdit); - const extensions = useMemo( - () => [basicSetup, oneDark, StreamLanguage.define(toml)], - [] - ); - return ( - { - if (v.docChanged && edit) { - dispatch(update(v.state.doc.toString())); - } - }} - /> - ); -}; diff --git a/flow-debugger/debugger-ui/src/page/editor/EditorSlice.js b/flow-debugger/debugger-ui/src/page/editor/EditorSlice.js deleted file mode 100644 index 838b5b5..0000000 --- a/flow-debugger/debugger-ui/src/page/editor/EditorSlice.js +++ /dev/null @@ -1,34 +0,0 @@ -import { createSlice } from "@reduxjs/toolkit"; - -export const editorSlice = createSlice({ - name: "editor", - initialState: { - init: "", - changed: "", - edit: true, - }, - reducers: { - save: (state) => { - state.init = state.changed; - }, - update: (state, changed) => { - state.changed = changed.payload; - }, - pin: (state, overwrite) => { - state.init = overwrite.payload; - state.changed = overwrite.payload; - state.edit = false; - }, - unpin: (state) => { - state.edit = true; - }, - }, -}); - -export const { save, update, pin, unpin } = editorSlice.actions; - -export const selectEditorInit = (state) => state.editor.init; -export const selectEditorChanged = (state) => state.editor.changed; -export const selectEdit = (state) => state.editor.edit; - -export default editorSlice.reducer; diff --git a/flow-debugger/debugger-ui/src/page/empty/Empty.js b/flow-debugger/debugger-ui/src/page/empty/Empty.js deleted file mode 100644 index ac78844..0000000 --- a/flow-debugger/debugger-ui/src/page/empty/Empty.js +++ /dev/null @@ -1,6 +0,0 @@ -import React from "react"; -import styles from "./Empty.module.css"; - -export const Empty = (props) => { - return
{props.children}
; -}; diff --git a/flow-debugger/debugger-ui/src/page/empty/Empty.module.css b/flow-debugger/debugger-ui/src/page/empty/Empty.module.css deleted file mode 100644 index 799ec14..0000000 --- a/flow-debugger/debugger-ui/src/page/empty/Empty.module.css +++ /dev/null @@ -1,8 +0,0 @@ -.empty { - height: 100%; - width: 100%; - padding: 0.5em; - border: 1px solid #dedede; - border-top: none; - background-color: #f9ffff; -} diff --git a/flow-debugger/debugger-ui/src/page/index.js b/flow-debugger/debugger-ui/src/page/index.js deleted file mode 100644 index 4bd4ee2..0000000 --- a/flow-debugger/debugger-ui/src/page/index.js +++ /dev/null @@ -1,32 +0,0 @@ -import React from "react"; -import { useSelector } from "react-redux"; -import { Empty } from "./empty/Empty"; -import { Text } from "./text/Text"; -import { Topology } from "./topology/Topology"; -import { Editor } from "./editor/Editor"; -import { Chart } from "./chart/Chart"; - -export const MainSwitcher = () => { - const page = useSelector((state) => state.main.page); - switch (page) { - case "topology": - return ; - case "editor": - return ; - default: - return ; - } -}; - -export const DebuggerSwitcher = () => { - const page = useSelector((state) => state.dbg.page); - - switch (page) { - case "error": - return ; - case "chart": - return ; - default: - return ; - } -}; diff --git a/flow-debugger/debugger-ui/src/page/text/Text.js b/flow-debugger/debugger-ui/src/page/text/Text.js deleted file mode 100644 index 2eb7973..0000000 --- a/flow-debugger/debugger-ui/src/page/text/Text.js +++ /dev/null @@ -1,13 +0,0 @@ -import React from "react"; -import styles from "./Text.module.css"; -import { useSelector } from "react-redux"; -import { selectTextMessage } from "./TextSlice"; - -export const Text = () => { - const message = useSelector(selectTextMessage); - return ( -
-

{message}

-
- ); -}; diff --git a/flow-debugger/debugger-ui/src/page/text/Text.module.css b/flow-debugger/debugger-ui/src/page/text/Text.module.css deleted file mode 100644 index 1106610..0000000 --- a/flow-debugger/debugger-ui/src/page/text/Text.module.css +++ /dev/null @@ -1,13 +0,0 @@ -.text { - height: 100%; - width: 100%; - padding: 0.5em; - border: 1px solid #dedede; - border-top: none; - background-color: #f9ffff; -} - -.text h1 { - margin: 1em; - color: rgb(214, 122, 127); -} diff --git a/flow-debugger/debugger-ui/src/page/text/TextSlice.js b/flow-debugger/debugger-ui/src/page/text/TextSlice.js deleted file mode 100644 index a89e54d..0000000 --- a/flow-debugger/debugger-ui/src/page/text/TextSlice.js +++ /dev/null @@ -1,19 +0,0 @@ -import { createSlice } from "@reduxjs/toolkit"; - -export const textSlice = createSlice({ - name: "text", - initialState: { - message: "", - }, - reducers: { - update: (state, changed) => { - state.message = changed.payload; - }, - }, -}); - -export const { update } = textSlice.actions; - -export const selectTextMessage = (state) => state.text.message; - -export default textSlice.reducer; diff --git a/flow-debugger/debugger-ui/src/page/topology/Topology.js b/flow-debugger/debugger-ui/src/page/topology/Topology.js deleted file mode 100644 index d028ae5..0000000 --- a/flow-debugger/debugger-ui/src/page/topology/Topology.js +++ /dev/null @@ -1,56 +0,0 @@ -import React from "react"; -import { useSelector, useDispatch } from "react-redux"; -import { selectDescp, selectListen } from "./TopologySlice"; -import Graph from "./VisGraph"; -import { restoreDebuggerPage, storeDebuggerPage } from "../../app/actor"; -import { CHART } from "../../types"; -import { focus } from "../chart/ChartSlice"; - -const options = { - autoResize: true, - width: "100%", - height: "100%", - layout: { - randomSeed: 0, - hierarchical: false, - }, - edges: { - color: "#ffffff", - }, - physics: { - enabled: false, - }, -}; - -export const Topology = () => { - let dispatch = useDispatch(); - let descp = useSelector(selectDescp); - let listen = useSelector(selectListen); - let edges = descp.edges.map((edge) => { - return { ...edge }; - }); // workaround for graph-viz - let events = listen ? { - click: (e) => { - if (e.nodes.length === 1) { - let id = e.nodes[0]; - let ports = descp.nodes.find(node=>node.id === id).ports; - let ids = ports.map(port=>`${id}#${port}`); - dispatch(focus(ids)); - dispatch(restoreDebuggerPage(CHART)); - } - }, - deselectNode: (e) => { - if (e.nodes.length === 0) { - dispatch(storeDebuggerPage()) - } - }, - } : {}; - return ( - - ); -}; diff --git a/flow-debugger/debugger-ui/src/page/topology/TopologySlice.js b/flow-debugger/debugger-ui/src/page/topology/TopologySlice.js deleted file mode 100644 index 84204a8..0000000 --- a/flow-debugger/debugger-ui/src/page/topology/TopologySlice.js +++ /dev/null @@ -1,41 +0,0 @@ -import { createSlice } from "@reduxjs/toolkit"; - -export const topologySlice = createSlice({ - name: "topology", - initialState: { - descp: { - nodes: [], - edges: [], - }, - listen: false, - }, - reducers: { - update: (state, descp) => { - state.descp = { - nodes: descp.payload.nodes || [], - edges: descp.payload.edges || [], - }; - }, - setBlock: (state, ids) => { - for (let node of state.descp.nodes) { - if (ids.payload.includes(node.id)) { - node.color = '#ff0000'; - node.font = { color: "#fff" }; - } else if (node.title) { - node.color = '#fff'; - node.font = { color: "#000" }; - } - } - }, - listen: (state, listen) => { - state.listen = listen.payload; - } - }, -}); - -export const { update, setBlock, listen } = topologySlice.actions; - -export const selectDescp = (state) => state.topology.descp; -export const selectListen = (state) => state.topology.listen; - -export default topologySlice.reducer; diff --git a/flow-debugger/debugger-ui/src/page/topology/VisGraph.js b/flow-debugger/debugger-ui/src/page/topology/VisGraph.js deleted file mode 100644 index bf61e84..0000000 --- a/flow-debugger/debugger-ui/src/page/topology/VisGraph.js +++ /dev/null @@ -1,182 +0,0 @@ -import React, { - forwardRef, - useEffect, - useImperativeHandle, - useRef, - useState, -} from "react"; -import { DataSet } from "vis-data"; -import { Network } from "vis-network"; -import { - differenceWith, - intersectionWith, - isEqual, - defaultsDeep, - cloneDeep, -} from "lodash"; - -var __rest = - (this && this.__rest) || - function (s, e) { - var t = {}; - for (var p in s) - if (Object.prototype.hasOwnProperty.call(s, p) && e.indexOf(p) < 0) - t[p] = s[p]; - if (s != null && typeof Object.getOwnPropertySymbols === "function") - for ( - var i = 0, pp = Object.getOwnPropertySymbols(s); - i < pp.length; - i++ - ) { - if ( - e.indexOf(pp[i]) < 0 && - Object.prototype.propertyIsEnumerable.call(s, pp[i]) - ) - t[pp[i]] = s[pp[i]]; - } - return t; - }; - -/** - * Keeps the value the same permanently. - * Useful over refs especially in instances where the function creation variant is used - */ -function useSealedState(value) { - const [state] = useState(value); - return state; -} -/** - * https://github.com/crubier/react-graph-vis/commit/68bf2e27b2046d6c0bb8b334c2cf974d23443264 - */ -const diff = (current, next, field = "id") => { - const nextIds = new Set(next.map((item) => item[field])); - const removed = current.filter((item) => !nextIds.has(item[field])); - const unchanged = intersectionWith(next, current, isEqual); - const updated = differenceWith( - intersectionWith(next, current, (a, b) => a[field] === b[field]), - unchanged, - isEqual - ); - const added = differenceWith( - differenceWith(next, current, isEqual), - updated, - isEqual - ); - return { - removed, - unchanged, - updated, - added, - }; -}; -const defaultOptions = { - physics: { - stabilization: false, - }, - autoResize: false, - edges: { - smooth: false, - color: "#000000", - width: 0.5, - arrows: { - to: { - enabled: true, - scaleFactor: 0.5, - }, - }, - }, -}; -/** - * Conversion of https://github.com/crubier/react-graph-vis/blob/master/src/index.js to a function component - */ -const VisGraph = forwardRef((_a, ref) => { - var { graph, events, options: propOptions } = _a, - props = __rest(_a, ["graph", "events", "options"]); - const container = useRef(null); - const edges = useSealedState(() => new DataSet(graph.edges)); - const nodes = useSealedState(() => new DataSet(graph.nodes)); - const initialOptions = useSealedState(propOptions); - const prevNodes = useRef(graph.nodes); - const prevEdges = useRef(graph.edges); - useEffect(() => { - if (isEqual(graph.nodes, prevNodes.current)) { - return; // No change! - } - const { added, removed, updated } = diff( - prevNodes.current, - graph.nodes - ); - nodes.remove(removed); - nodes.add(added); - nodes.update(updated); - prevNodes.current = graph.nodes; - }, [graph.nodes, nodes]); - useEffect(() => { - if (isEqual(graph.edges, prevEdges.current)) { - return; // No change! - } - const { added, removed, updated } = diff( - prevEdges.current, - graph.edges - ); - edges.remove(removed); - edges.add(added); - edges.update(updated); - prevEdges.current = graph.edges; - }, [graph.edges, edges]); - const [network, setNetwork] = useState(); - useImperativeHandle(ref, () => network, [network]); - useEffect(() => { - if (!network || !events) { - return () => {}; - } - // Add user provied events to network - for (const [eventName, callback] of Object.entries(events)) { - if (callback) { - network.on(eventName, callback); - } - } - return () => { - for (const [eventName, callback] of Object.entries(events)) { - if (callback) { - network.off(eventName, callback); - } - } - }; - }, [events, network]); - useEffect(() => { - if (!network || !propOptions) { - return; - } - try { - network.setOptions(propOptions); - } catch (error) { - // Throws when it hot reloads... Yay - if (process.env.NODE_ENV !== "development") { - // Still throw it in prod where there's no hot reload - throw error; - } - } - }, [network, propOptions]); - useEffect(() => { - // Creating the network has to be done in a useEffect because it needs access to a ref - // merge user provied options with our default ones - // defaultsDeep mutates the host object - const mergedOptions = defaultsDeep( - cloneDeep(initialOptions), - defaultOptions - ); - const newNetwork = new Network( - container.current, - { edges, nodes }, - mergedOptions - ); - setNetwork(newNetwork); - return () => { - // Cleanup the network on component unmount - newNetwork.destroy(); - }; - }, [edges, initialOptions, nodes]); - return React.createElement("div", Object.assign({ ref: container }, props)); -}); -export default VisGraph; diff --git a/flow-debugger/debugger-ui/src/parser.js b/flow-debugger/debugger-ui/src/parser.js deleted file mode 100644 index fba4b5e..0000000 --- a/flow-debugger/debugger-ui/src/parser.js +++ /dev/null @@ -1,399 +0,0 @@ -function list2map(list) { - if (list) { - return Object.fromEntries(list.map((e) => [e.name, e])); - } else { - return {}; - } -} - -function isGraph(config, name) { - return config.graphs.hasOwnProperty(name); -} - -function isInput(graph, name) { - return graph.inputs.hasOwnProperty(name); -} - -function isOutput(graph, name) { - return graph.outputs.hasOwnProperty(name); -} - -function parseGraph(config, graph) { - let nodes = {}; - let edges = []; - let inputs = {}; - let inputs_tag = {}; - let outputs = {}; - let outputs_tag = {}; - - let subgraphs = {}; - let dots = []; - - for (const name in graph.nodes) { - let node = graph.nodes[name]; - if (isGraph(config, node.ty)) { - subgraphs[name] = parseGraph(config, config.graphs[node.ty]); - node.link = subgraphs[name]; - } else { - nodes[name] = { - id: config.counter, - label: name, - color: "#fff", - title: graph.name, - ports: new Set(), - }; - node.link = nodes[name]; - config.counter += 1; - } - } - - for (const conn of graph.connections) { - let related = { rx: [], tx: [], unknown: [] }; - for (const port of conn.ports) { - let port_split = port.split(":"); - let node_name = port_split[0]; - let node_port = port_split[1]; - if (nodes.hasOwnProperty(node_name)) { - nodes[node_name].ports.add(node_port); - related.unknown.push(nodes[node_name].id); - } else if (subgraphs.hasOwnProperty(node_name)) { - const subgraph = subgraphs[node_name]; - if (isInput(subgraph, node_port)) { - for (const id of subgraph.inputs[node_port]) { - related.rx.push(id); - } - } else if (isOutput(subgraph, node_port)) { - for (const id of subgraph.outputs[node_port]) { - related.tx.push(id); - } - } else { - throw new Error( - `port[${node_port}] is not found in graph[${graph.nodes[node_name].ty}]` - ); - } - } else if (config.g_nodes.hasOwnProperty(node_name)) { - config.g_nodes[node_name].ports.add(node_port); - related.unknown.push(config.g_nodes[node_name].id); - } else if (config.g_graphs.hasOwnProperty(node_name)) { - const subgraph = config.g_graphs[node_name]; - if (isInput(subgraph, node_port)) { - for (const id of subgraph.inputs[node_port]) { - related.rx.push(id); - } - } else if (isOutput(subgraph, node_port)) { - for (const id of subgraph.outputs[node_port]) { - related.tx.push(id); - } - } else { - throw new Error( - `port[${node_port}] is not found in graph[${graph.nodes[node_name].ty}]` - ); - } - } else { - throw new Error(`node[${node_name}] is not found in config`); - } - } - if ( - related.rx.length + related.tx.length + related.unknown.length > - 2 - ) { - let dot = config.counter; - dots.push(dot); - config.counter += 1; - for (const rx of related.rx) { - edges.push({ from: dot, to: rx, arrows: "to" }); - } - for (const tx of related.tx) { - edges.push({ from: tx, to: dot, arrows: "to" }); - } - for (const unknown of related.unknown) { - edges.push({ from: unknown, to: dot, arrows: "" }); - } - } else { - let from = -1, - to = -1, - offset = 0; - if (related.tx.length === 1) { - from = related.tx[0]; - } - if (related.rx.length === 1) { - to = related.rx[0]; - } - if (from === -1) { - from = related.unknown[offset]; - offset += 1; - } - if (to === -1) { - to = related.unknown[offset]; - offset += 1; - } - edges.push({ from, to, arrows: offset === 2 ? "" : "to" }); - } - } - - for (const name in graph.inputs) { - const input = graph.inputs[name]; - let ids = []; - let tags = []; - for (const port of input.ports) { - let port_split = port.split(":"); - let node_name = port_split[0]; - let port_name = port_split[1]; - if (nodes.hasOwnProperty(node_name)) { - nodes[node_name].ports.add(port_name); - ids.push(nodes[node_name].id); - tags.push(port_name) - } else if (subgraphs.hasOwnProperty(node_name)) { - for (const id of subgraphs[node_name].inputs[port_name]) { - ids.push(id); - } - for (const tag of subgraphs[node_name].inputs_tag[port_name]) { - tags.push(tag); - } - } else if (config.g_nodes.hasOwnProperty(node_name)) { - config.g_nodes[node_name].ports.add(port_name); - ids.push(config.g_nodes[node_name].id); - tags.push(port_name); - } else if (config.g_graphs.hasOwnProperty(node_name)) { - const subgraph = config.g_graphs[node_name]; - for (const id of subgraph[node_name].inputs[port_name]) { - ids.push(id); - } - for (const tag of subgraphs[node_name].inputs_tag[port_name]) { - tags.push(tag); - } - } else { - throw new Error(`node[${node_name}] is not found in config`); - } - } - inputs[name] = ids; - inputs_tag[name] = tags; - } - - for (const name in graph.outputs) { - const output = graph.outputs[name]; - let ids = []; - let tags = []; - for (const port of output.ports) { - let port_split = port.split(":"); - let node_name = port_split[0]; - let port_name = port_split[1]; - if (nodes.hasOwnProperty(node_name)) { - nodes[node_name].ports.add(port_name); - ids.push(nodes[node_name].id); - tags.push(port_name); - } else if (subgraphs.hasOwnProperty(node_name)) { - for (const id of subgraphs[node_name].outputs[port_name]) { - ids.push(id); - } - for (const tag of subgraphs[node_name].outputs_tag[port_name]) { - tags.push(tag); - } - } else if (config.g_nodes.hasOwnProperty(node_name)) { - config.g_nodes[node_name].ports.add(port_name); - ids.push(config.g_nodes[node_name].id); - tags.push(port_name); - } else if (config.g_graphs.hasOwnProperty(node_name)) { - const subgraph = config.g_graphs[node_name]; - for (const id of subgraph[node_name].outptus) { - ids.push(id); - } - for (const tag of subgraphs[node_name].outputs_tag[port_name]) { - tags.push(tag); - } - } else { - throw new Error(`node[${node_name}] is not found in config`); - } - } - outputs[name] = ids; - outputs_tag = tags; - } - - return { - name: graph.name, - nodes: Object.values(nodes) - .concat( - dots.map((id) => { - return { - id, - label: null, - color: "#000", - shape: "dot", - size: 1, - }; - }) - ) - .concat( - Object.values(subgraphs).reduce( - (cal, g) => cal.concat(g.nodes), - [] - ) - ), - edges: edges.concat( - Object.values(subgraphs).reduce((cal, g) => cal.concat(g.edges), []) - ), - inputs, - inputs_tag, - outputs, - outputs_tag, - }; -} - -function translateGraph(graph) { - return { - name: graph.name, - nodes: list2map(graph.nodes) || {}, - inputs: list2map(graph.inputs) || {}, - outputs: list2map(graph.outputs) || {}, - connections: graph.connections || [], - }; -} - -function translateConfig(config) { - return { - main: config.main, - nodes: list2map(config.nodes) || {}, - graphs: - list2map(config.graphs.map((graph) => translateGraph(graph))) || {}, - counter: 1, - }; -} - -export const parse = (config) => { - let config_translated = translateConfig(config); - let main = config.main; - config_translated.g_nodes = {}; - config_translated.g_graphs = {}; - - for (const name in config_translated.nodes) { - let node = config_translated.nodes[name]; - if (isGraph(config_translated, node.ty)) { - config_translated.g_graphs[name] = parseGraph( - config_translated, - config_translated.graphs[node.ty] - ); - node.link = config_translated.g_graphs[name]; - } else { - config_translated.g_nodes[name] = { - id: config_translated.counter, - label: name, - color: "#fff", - title: "__GLOBAL__", - ports: new Set(), - }; - node.link = config_translated.g_nodes[name]; - config_translated.counter += 1; - } - } - - let parsed = parseGraph(config_translated, config_translated.graphs[main]); - - for (const name in parsed.inputs) { - let id = config_translated.counter; - parsed.nodes.push({ - id, - label: name, - color: "#000", - font: { color: "#fff" }, - }); - config_translated.counter += 1; - for (const to of parsed.inputs[name]) { - parsed.edges.push({ from: id, to, arrows: "to" }); - } - } - - for (const name in parsed.outputs) { - let id = config_translated.counter; - parsed.nodes.push({ - id, - label: name, - color: "#000", - font: { color: "#fff" }, - }); - config_translated.counter += 1; - for (const from of parsed.outputs[name]) { - parsed.edges.push({ from, to: id, arrows: "to" }); - } - } - return [ - { - nodes: parsed.nodes.concat( - Object.values(config_translated.g_nodes) - ).map(node=> { - if (node.ports) { - node.ports = [...node.ports]; - } - return node; - }), - edges: parsed.edges, - }, - config_translated, - ]; -}; - -function findNodeById(config, graph_name, id) { - for (const node of Object.values(config.graphs[graph_name].nodes)) { - if ((id in node.link) && node.link.id === id) { - return node; - } - } - for (const node of Object.values(config.nodes)) { - if ((id in node.link) && node.link.id === id) { - return node; - } - } - for (const graph of Object.values(config.graphs)) { - if (graph.name === graph_name) continue; - for (const node of Object.values(graph.nodes)) { - if ((id in node.link) && node.link.id === id) { - return node; - } - } - } - return null; -} - -export const splitQpsNode = (config, graph_name, node) => { - let splitNode = (cfg) => { - if (!cfg) return undefined; - let id = cfg.link.id; - let ports = Object.entries(node.qps).map(pair=>{ - return { id: `${id}#${pair[0]}`, descp: `${node.name}:${pair[0]}`, data: { size: pair[1][0], qps: pair[1][1] } }; - }); - return { id, is_block: node.is_block, ports }; - }; - let splitGraph = (cfg) => { - if (!cfg) return undefined; - let ids = []; - let inputs = (pair) => cfg.link.inputs[pair[0]].map((id, i)=> { - ids.push(id); - let node = findNodeById(config, cfg.ty, id); - let tag = cfg.link.inputs_tag[pair[0]][i]; - return { id: `${id}#${tag}`, descp: `${node.name}:${tag}`, data: { size: pair[1][0], qps: pair[1][1] } } - }); - let outputs = (pair) => cfg.link.outputs[pair[0]].map((id, i)=> { - let node = findNodeById(config, cfg.ty, id); - let tag = cfg.link.outputs_tag[pair[0]][i]; - return { id: `${id}#${tag}`, descp: `${node.name}:${tag}`, data: { size: pair[1][0], qps: pair[1][1] } } - }); - let ports = Object.entries(node.qps).map(pair=>{ - return inputs(pair).concat(outputs(pair)) - }).flat(); - return { ids, is_block: node.is_block, ports }; - }; - if (node.name in config.g_nodes) { - let cfg = config.nodes[node.name]; - return splitNode(cfg); - } - if (node.name in config.g_graphs) { - let cfg = config.nodes[node.name]; - return splitGraph(cfg); - } - let cfg = config.graphs[graph_name].nodes[node.name]; - if (!cfg) return undefined; - if (isGraph(config, cfg.ty)) { - return splitGraph(cfg); - } else { - return splitNode(cfg); - } -} diff --git a/flow-debugger/debugger-ui/src/serviceWorker.js b/flow-debugger/debugger-ui/src/serviceWorker.js deleted file mode 100644 index 3ce059b..0000000 --- a/flow-debugger/debugger-ui/src/serviceWorker.js +++ /dev/null @@ -1,138 +0,0 @@ -// This optional code is used to register a service worker. -// register() is not called by default. - -// This lets the app load faster on subsequent visits in production, and gives -// it offline capabilities. However, it also means that developers (and users) -// will only see deployed updates on subsequent visits to a page, after all the -// existing tabs open on the page have been closed, since previously cached -// resources are updated in the background. - -// To learn more about the benefits of this model and instructions on how to -// opt-in, read https://bit.ly/CRA-PWA - -const isLocalhost = Boolean( - window.location.hostname === "localhost" || - // [::1] is the IPv6 localhost address. - window.location.hostname === "[::1]" || - // 127.0.0.0/8 are considered localhost for IPv4. - window.location.hostname.match( - /^127(?:\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)){3}$/ - ) -); - -export function register(config) { - if (process.env.NODE_ENV === "production" && "serviceWorker" in navigator) { - // The URL constructor is available in all browsers that support SW. - const publicUrl = new URL(process.env.PUBLIC_URL, window.location.href); - if (publicUrl.origin !== window.location.origin) { - // Our service worker won't work if PUBLIC_URL is on a different origin - // from what our page is served on. This might happen if a CDN is used to - // serve assets; see https://github.com/facebook/create-react-app/issues/2374 - return; - } - - window.addEventListener("load", () => { - const swUrl = `${process.env.PUBLIC_URL}/service-worker.js`; - - if (isLocalhost) { - // This is running on localhost. Let's check if a service worker still exists or not. - checkValidServiceWorker(swUrl, config); - - // Add some additional logging to localhost, pointing developers to the - // service worker/PWA documentation. - navigator.serviceWorker.ready.then(() => { - console.log( - "This web app is being served cache-first by a service " + - "worker. To learn more, visit https://bit.ly/CRA-PWA" - ); - }); - } else { - // Is not localhost. Just register service worker - registerValidSW(swUrl, config); - } - }); - } -} - -function registerValidSW(swUrl, config) { - navigator.serviceWorker - .register(swUrl) - .then((registration) => { - registration.onupdatefound = () => { - const installingWorker = registration.installing; - if (installingWorker == null) { - return; - } - installingWorker.onstatechange = () => { - if (installingWorker.state === "installed") { - if (navigator.serviceWorker.controller) { - // At this point, the updated precached content has been fetched, - // but the previous service worker will still serve the older - // content until all client tabs are closed. - console.log( - "New content is available and will be used when all " + - "tabs for this page are closed. See https://bit.ly/CRA-PWA." - ); - - // Execute callback - if (config && config.onUpdate) { - config.onUpdate(registration); - } - } else { - // At this point, everything has been precached. - // It's the perfect time to display a - // "Content is cached for offline use." message. - console.log("Content is cached for offline use."); - - // Execute callback - if (config && config.onSuccess) { - config.onSuccess(registration); - } - } - } - }; - }; - }) - .catch((error) => { - console.error("Error during service worker registration:", error); - }); -} - -function checkValidServiceWorker(swUrl, config) { - // Check if the service worker can be found. If it can't reload the page. - fetch(swUrl, { - headers: { "Service-Worker": "script" }, - }) - .then((response) => { - // Ensure service worker exists, and that we really are getting a JS file. - const contentType = response.headers.get("content-type"); - if ( - response.status === 404 || - (contentType != null && - contentType.indexOf("javascript") === -1) - ) { - // No service worker found. Probably a different app. Reload the page. - navigator.serviceWorker.ready.then((registration) => { - registration.unregister().then(() => { - window.location.reload(); - }); - }); - } else { - // Service worker found. Proceed as normal. - registerValidSW(swUrl, config); - } - }) - .catch(() => { - console.log( - "No internet connection found. App is running in offline mode." - ); - }); -} - -export function unregister() { - if ("serviceWorker" in navigator) { - navigator.serviceWorker.ready.then((registration) => { - registration.unregister(); - }); - } -} diff --git a/flow-debugger/debugger-ui/src/types.js b/flow-debugger/debugger-ui/src/types.js deleted file mode 100644 index 3ea2009..0000000 --- a/flow-debugger/debugger-ui/src/types.js +++ /dev/null @@ -1,13 +0,0 @@ -export const Orientation = { - Horizontal: "horizontal", - Vertical: "vertical", -}; - -export const MainTabs = ["editor", "topology"]; -export const EDITOR = 0; -export const TOPOLOGY = 1; - -export const DebuggerTabs = ["empty", "error", "chart"]; -export const EMPTY = 0; -export const ERROR = 1; -export const CHART = 2; diff --git a/flow-debugger/debugger-ui/src/websocket.js b/flow-debugger/debugger-ui/src/websocket.js deleted file mode 100644 index ca9ab37..0000000 --- a/flow-debugger/debugger-ui/src/websocket.js +++ /dev/null @@ -1,83 +0,0 @@ -import { useState, useRef, useEffect } from "react"; - -export const useWebsocket = (onEvent) => { - const ws = useRef(null); - const [ seq, setSeq ] = useState(0); - const [ registry, setRegistry ] = useState({}); - - const createWebSocket = (url) => { - try { - ws.current = new WebSocket(url); - ws.current.onclose = (e) => { - onEvent._onclose && onEvent._onclose(e); - ws.current = null; - }; - ws.current.onerror = (e) => { - onEvent._onerror && onEvent._onerror(`there was an error with your websocket`); - }; - ws.current.onmessage = ({ data }) => { - const parsed = JSON.parse(data); - if (parsed.ty && parsed.ty === "event") { - if (parsed.event === "stop") { - let rest = registry; - delete rest[parsed.seq_id]; - setRegistry(rest); - } else { - onEvent[parsed.event](parsed); - } - } else if (parsed.ty && parsed.ty === "response") { - if (!(parsed.seq_id in registry)) - return; - for (const callback of registry[parsed.seq_id]) { - callback(parsed); - } - } - }; - } catch (e) { - onEvent._onerror && onEvent._onerror(`connect ${url} fault`); - ws.current = null; - } - }; - - const connect = (url) => { - if (!ws.current) { - createWebSocket(url); - } - }; - - const disconnect = () => { - ws.current && ws.current.close(); - }; - - const send = (seq_id, msg, callback=undefined) => { - msg.ty = 'request'; - if (seq_id >= 0) - msg.seq_id = seq_id; - else { - msg.seq_id = seq; - setSeq(seq + 1); - } - let tmp = registry; - if (!(msg.seq_id in tmp)) { - tmp[msg.seq_id] = [] - } - if (callback) { - tmp[msg.seq_id].push(callback) - } - setRegistry(tmp); - ws.current && ws.current.send(JSON.stringify(msg)); - return msg.seq_id; - }; - - useEffect(() => { - return () => { - ws.current && ws.current.close(); - }; - }, [ws]); - - return { - send, - connect, - disconnect, - }; -}; diff --git a/flow-debugger/debugger-ui/yarn.lock b/flow-debugger/debugger-ui/yarn.lock deleted file mode 100644 index df5f11d..0000000 --- a/flow-debugger/debugger-ui/yarn.lock +++ /dev/null @@ -1,11687 +0,0 @@ -# THIS IS AN AUTOGENERATED FILE. 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dependencies: - "cliui" "^4.0.0" - "decamelize" "^2.0.0" - "find-up" "^3.0.0" - "get-caller-file" "^1.0.1" - "os-locale" "^3.0.0" - "require-directory" "^2.1.1" - "require-main-filename" "^1.0.1" - "set-blocking" "^2.0.0" - "string-width" "^2.0.0" - "which-module" "^2.0.0" - "y18n" "^3.2.1 || ^4.0.0" - "yargs-parser" "^10.1.0" diff --git a/flow-debugger/src/main.rs b/flow-debugger/src/main.rs deleted file mode 100644 index c370f2f..0000000 --- a/flow-debugger/src/main.rs +++ /dev/null @@ -1,6 +0,0 @@ -#[tokio::main] -async fn main() { - warp::serve(warp::fs::dir("debugger-ui/build")) - .run(([0, 0, 0, 0], 3000)) - .await; -} diff --git a/flow-derive/Cargo.toml b/flow-derive/Cargo.toml deleted file mode 100644 index c3526b3..0000000 --- a/flow-derive/Cargo.toml +++ /dev/null @@ -1,18 +0,0 @@ -[package] -name = "flow-derive" -version = "0.1.0" -authors = ["megvii"] -edition = "2018" - -[lib] -proc-macro = true - -[dependencies] -quote = "1" -syn = "1" -proc-macro2 = {version ="1", features= ["span-locations"]} -anyhow = "1.0.38" - -[dev-dependencies] -flow-rs = { path = "../flow-rs" } -toml = "0.5.8" diff --git a/flow-derive/README.md b/flow-derive/README.md deleted file mode 100644 index 51929e7..0000000 --- a/flow-derive/README.md +++ /dev/null @@ -1,9 +0,0 @@ -# flow-derive - -### Q & A -1. Proc macro attributes are not yet supported in rust analyzer, and here is a workaround way. -```json -"rust-analyzer.diagnostics.disabled": [ - "no-such-field" -] -``` diff --git a/flow-derive/examples/node_derive.rs b/flow-derive/examples/node_derive.rs deleted file mode 100644 index ec58209..0000000 --- a/flow-derive/examples/node_derive.rs +++ /dev/null @@ -1,38 +0,0 @@ -/** - * \file flow-derive/examples/node_derive.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use flow_rs::prelude::*; - -#[allow(dead_code)] -#[inputs(first, second:dyn, third:[])] -#[outputs(front, last:dyn)] -#[derive(Node, Actor, Default)] -struct SubNode {} - -impl SubNode { - fn new(_: String, _args: &toml::value::Table) -> Self { - SubNode { - ..Default::default() - } - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - - async fn exec(&mut self, _: &Context) -> Result<()> { - let _: Envelope = self.first.recv::().await.unwrap(); - Ok(()) - } -} - -node_register!("sub", SubNode); - -fn main() {} diff --git a/flow-derive/src/actor.rs b/flow-derive/src/actor.rs deleted file mode 100644 index 19b4b2f..0000000 --- a/flow-derive/src/actor.rs +++ /dev/null @@ -1,101 +0,0 @@ -/** - * \file flow-derive/src/actor.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::utils::*; -use crate::{lit, type_name}; -use proc_macro2::TokenStream; -use quote::{quote, quote_spanned}; -use syn::{spanned::Spanned, DeriveInput}; - -pub fn expand(input: DeriveInput) -> TokenStream { - let ident = input.ident; - let is_local = attr(&input.attrs, "local").is_some(); - let spawn_func = if is_local { - lit::ident("spawn_local") - } else { - lit::ident("spawn") - }; - - fn send_empty_f((_, ident, ty): ExtractParams) -> TokenStream { - if match_last_ty(ty, "Vec") { - quote_spanned! {ident.span()=> - for chan in &self.#ident { - chan.send_any(flow_rs::envelope::DummyEnvelope{}.seal()).await.ok(); - } - } - } else if match_last_ty(ty, "DynPorts") { - quote_spanned! (ident.span()=> - for chan in self.#ident.cache().values() { - chan.send_any(flow_rs::envelope::DummyEnvelope{}.seal()).await.ok(); - } - ) - } else { - quote_spanned! (ident.span()=>self.#ident.send_any(flow_rs::envelope::DummyEnvelope{}.seal()).await.ok();) - } - } - fn min_empty_n_f((_, ident, ty): ExtractParams) -> TokenStream { - if match_last_ty(ty, "Vec") { - quote_spanned! {ident.span()=> - for chan in &self.#ident { - min_empty_n = std::cmp::min(chan.empty_n(), min_empty_n) - } - } - } else if match_last_ty(ty, "DynPorts") { - quote_spanned! (ident.span()=> - for chan in self.#ident.cache().values() { - min_empty_n = std::cmp::min(chan.empty_n(), min_empty_n) - } - ) - } else { - quote_spanned! (ident.span()=> min_empty_n = std::cmp::min(self.#ident.empty_n(), min_empty_n);) - } - } - - let send_empty = extract_ports(&input.data, type_name::OUT_T, send_empty_f); - let recv_empty_n = extract_ports(&input.data, type_name::IN_T, min_empty_n_f); - let inputs_n = recv_empty_n.len(); - - let (imp_g, ty_g, where_g) = input.generics.split_for_impl(); - quote! { - impl#imp_g flow_rs::node::Actor for #ident#ty_g - #where_g { - fn start(mut self: Box, ctx: flow_rs::graph::Context, resources: flow_rs::resource::ResourceCollection) -> flow_rs::rt::task::JoinHandle<()> { - flow_rs::rt::task::#spawn_func(async move { - - self.initialize(resources).await; - let mut empty_n = 0; - loop { - let ret = self.exec(&ctx).await; - if #inputs_n > 0 { - let mut min_empty_n = usize::MAX; - #(#recv_empty_n )* - - for _ in empty_n..min_empty_n { - #(#send_empty )* - } - - empty_n = min_empty_n; - } - match ret { - Ok(_) if self.is_allinp_closed() => break, - Err(_) => { - ctx.close(); - break; - }, - _ => (), - } - } - self.close(); - self.finalize().await; - }) - } - } - } -} diff --git a/flow-derive/src/internal.rs b/flow-derive/src/internal.rs deleted file mode 100644 index 6b12ce3..0000000 --- a/flow-derive/src/internal.rs +++ /dev/null @@ -1,131 +0,0 @@ -/** - * \file flow-derive/src/internal.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::{lit, utils::*}; -use proc_macro2::{Span, TokenStream}; -use quote::{quote, ToTokens}; -use syn::{ - braced, - parse::{Parse, ParseStream, Result}, - punctuated::Punctuated, - spanned::Spanned, - Field, Ident, Token, VisPublic, Visibility, -}; - -pub struct CollectionSlice { - name: ID, - expr: TokenStream, -} - -impl Parse for CollectionSlice { - fn parse(input: ParseStream) -> Result { - let name: ID = input.parse()?; - input.parse::()?; - let expr: TokenStream = input.parse()?; - Ok(CollectionSlice { name, expr }) - } -} - -pub fn submit_expand(input: CollectionSlice) -> TokenStream { - let name = &input.name; - let expr = &input.expr; - let init = Ident::new(&format!("__init{}", hash(expr)), Span::call_site()); - quote! { - #[allow(non_upper_case_globals)] - #[flow_rs::ctor] - fn #init() { - flow_rs::registry::__submit_only_in_ctor(#name, #expr); - } - } -} - -pub struct FeatureDeclare { - name: Ident, - fields: Punctuated, -} - -impl Parse for FeatureDeclare { - fn parse(input: ParseStream) -> Result { - let name: Ident = input.parse()?; - input.parse::()?; - let content; - braced!(content in input); - let fields = content - .parse_terminated(Field::parse_named) - .unwrap_or_default(); - - Ok(FeatureDeclare { name, fields }) - } -} - -pub fn feature_expand(mut input: FeatureDeclare) -> TokenStream { - let name = &input.name; - let args_type = lit::ident(format!("__args{}", name)); - let args_name = lit::ident(format!("{}_args", name)); - let init = lit::ident(format!("__init{}", name)); - let fields = &mut input.fields; - fields.iter_mut().for_each(|field| { - field.vis = Visibility::Public(VisPublic { - pub_token: Token![pub](field.span()), - }); - }); - quote! { - #[derive(serde::Deserialize, Default)] - pub struct #args_type { - #fields - } - pub static #name: feature::Feature = feature::Feature::new(); - lazy_static::lazy_static! { - pub static ref #args_name: std::sync::RwLock> - = std::sync::RwLock::new(std::collections::HashMap::new()); - } - #[flow_rs::ctor] - fn #init() { - flow_rs::registry::__submit_only_in_ctor(stringify!(#name), feature::FeatureCommand { - start: Box::new(|k, json| { - #name.notify(); - let mut args = #args_name.write().unwrap(); - args.insert(k, serde_json::from_value(json).unwrap()); - }), - stop: Box::new(|k| { - let mut args = #args_name.write().unwrap(); - if let Some(_) = args.remove(&k) { - let into_object = |json| match json { - serde_json::Value::Object(json) => json, - _ => unreachable!(), - }; - - let args = into_object(serde_json::json!({ - "seq_id": k, - })); - - let others = into_object( - serde_json::to_value(protocol::EventMessage { - event: protocol::EVENT_STOP.to_owned(), - args, - }) - .unwrap(), - ); - server::PORT.0.try_send(protocol::ProtocolMessage { - ty: protocol::TYPE_EVENT.to_owned(), - others, - }).ok(); - } - if args.is_empty() { - #name.disable(); - } - }), - disable: Box::new(|| { - #name.disable(); - }), - }); - } - } -} diff --git a/flow-derive/src/lib.rs b/flow-derive/src/lib.rs deleted file mode 100644 index 3395be8..0000000 --- a/flow-derive/src/lib.rs +++ /dev/null @@ -1,117 +0,0 @@ -/** - * \file flow-derive/src/lib.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod actor; -mod internal; -mod lit; -mod node; -mod ports; -mod resource; -mod type_name; -mod utils; - -use proc_macro::TokenStream; -use quote::quote; -use syn::{parse_macro_input, DeriveInput, ItemStruct}; - -/// A proc macro used to define inputs of a node. `#[inputs(port_name[:port_type], ..)]` -/// -/// | Annotation | Description | -/// | :- | :- | -/// | `port_name` | SimplePort, which is a Receiver of a MPMC channel | -/// | `port_name: []` | ListPort, which is `Vec` | -/// | `port_name: dyn` | DynamicPort, which is a port created dynamic, see `flow_rs::node::DynamicPort` for more detail | -#[proc_macro_attribute] -pub fn inputs(ports: TokenStream, input: TokenStream) -> TokenStream { - let ports = parse_macro_input!(ports as ports::PortSequence); - let fields = ports::in_expand(&ports); - let names = ports::name_expand(&ports); - let item_struct = parse_macro_input!(input as ItemStruct); - ports_expand("inputs", item_struct, fields, names).into() -} - -/// A proc macro used to define outputs of a node. `#[outputs(port_name[:port_type], ..)]` -/// -/// | Annotation | Description | -/// | :- | :- | -/// | `port_name` | SimplePort, which is a Sender of a MPMC channel | -/// | `port_name: []` | ListPort, which is `Vec` | -/// | `port_name: dyn` | DynamicPort, which is a port created dynamic, see `flow_rs::node::DynamicPort` for more detail | -#[proc_macro_attribute] -pub fn outputs(ports: TokenStream, input: TokenStream) -> TokenStream { - let ports = parse_macro_input!(ports as ports::PortSequence); - let fields = ports::out_expand(&ports); - let names = ports::name_expand(&ports); - let item_struct = parse_macro_input!(input as ItemStruct); - ports_expand("outputs", item_struct, fields, names).into() -} - -#[proc_macro_derive(Node)] -pub fn node_derive(input: TokenStream) -> TokenStream { - let input = parse_macro_input!(input as DeriveInput); - node::expand(input).into() -} - -/// attributes(local): spawn actor by `flow_rs::rt::task::spawn_local` -#[proc_macro_derive(Actor, attributes(local))] -pub fn actor_derive(input: TokenStream) -> TokenStream { - let input = parse_macro_input!(input as DeriveInput); - actor::expand(input).into() -} - -/// A proc macro used to register a node. `node_register!("NodeType", NodeType)` -#[proc_macro] -pub fn node_register(input: TokenStream) -> TokenStream { - let input = parse_macro_input!(input as node::NodeDefine); - node::registry_expand(input).into() -} - -/// A proc macro used to register a resource. `resource_register!("ResourceType", ResourceType)` -#[proc_macro] -pub fn resource_register(input: TokenStream) -> TokenStream { - let input = parse_macro_input!(input as resource::ResourceDefine); - resource::registry_expand(input).into() -} - -#[doc(hidden)] -#[proc_macro] -pub fn submit(input: TokenStream) -> TokenStream { - let input = parse_macro_input!(input as internal::CollectionSlice); - internal::submit_expand(input).into() -} - -#[doc(hidden)] -#[proc_macro] -pub fn feature(input: TokenStream) -> TokenStream { - let input = parse_macro_input!(input as internal::FeatureDeclare); - internal::feature_expand(input).into() -} - -fn ports_expand( - prefix: &str, - mut item_struct: ItemStruct, - fields: Vec, - names: Vec, -) -> proc_macro2::TokenStream { - for field in fields { - utils::add_field(&mut item_struct, field).unwrap(); - } - let ident = &item_struct.ident; - let func_ident = lit::ident(format!("{}_name", prefix)); - let (imp_g, ty_g, where_g) = item_struct.generics.split_for_impl(); - quote! { - #item_struct - impl#imp_g #ident#ty_g #where_g { - fn #func_ident() -> Vec { - vec![#(#names),*].into_iter().map(|n: &str| n.to_owned()).collect() - } - } - } -} diff --git a/flow-derive/src/lit.rs b/flow-derive/src/lit.rs deleted file mode 100644 index f1e4c88..0000000 --- a/flow-derive/src/lit.rs +++ /dev/null @@ -1,22 +0,0 @@ -/** - * \file flow-derive/src/lit.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use proc_macro2::Span; -use std::fmt::Display; - -use syn::{Ident, LitStr}; - -pub fn string(lit: T) -> LitStr { - LitStr::new(lit.to_string().as_str(), Span::call_site()) -} - -pub fn ident(lit: impl AsRef) -> Ident { - Ident::new(lit.as_ref(), Span::call_site()) -} diff --git a/flow-derive/src/node.rs b/flow-derive/src/node.rs deleted file mode 100644 index 7634cc8..0000000 --- a/flow-derive/src/node.rs +++ /dev/null @@ -1,159 +0,0 @@ -/** - * \file flow-derive/src/node.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::type_name; -use crate::utils::*; -use proc_macro2::TokenStream; -use quote::{quote, quote_spanned}; -use syn::parse::{Parse, ParseStream, Result}; -use syn::spanned::Spanned; -use syn::{DeriveInput, Token}; -pub struct NodeDefine { - name: syn::Expr, - ty: syn::Type, -} -impl Parse for NodeDefine { - fn parse(input: ParseStream) -> Result { - let name: syn::Expr = input.parse()?; - input.parse::()?; - let ty: syn::Type = input.parse()?; - Ok(NodeDefine { name, ty }) - } -} -pub fn registry_expand(input: NodeDefine) -> TokenStream { - let name = &input.name; - let ty = &input.ty; - quote! { - flow_rs::submit!(#name.to_owned(), - flow_rs::node::NodeSlice{ - cons: Box::new(|name: String, args: &toml::value::Table| Box::new(<#ty>::new(name, args))), - info: flow_rs::node::NodeInfo { - inputs: <#ty>::inputs_name(), - outputs: <#ty>::outputs_name(), - } - } - ); - } -} - -pub fn expand(input: DeriveInput) -> TokenStream { - let ident = input.ident; - type IterArgs<'a> = ExtractParams<'a>; - fn set_f((port_func, ident, ty): IterArgs) -> TokenStream { - if match_last_ty(ty, "Vec") { - quote_spanned! {ident.span()=> - if port_name == concat!('[', stringify!(#ident), ']') { - if tag.is_none() { - if let Some(p) = self.#ident.iter_mut().find(|p| p.is_none()) { - *p = channel.#port_func(); - } else { - self.#ident.push(channel.#port_func()); - } - } else { - let i = tag.unwrap() as usize; - match self.#ident.len().cmp(&i) { - std::cmp::Ordering::Greater => { - debug_assert!(self.#ident[i].is_none()); - self.#ident[i] = channel.#port_func(); - } - std::cmp::Ordering::Less => { - self.#ident.resize(i+1, Default::default()); - self.#ident[i] = channel.#port_func(); - } - std::cmp::Ordering::Equal => { - self.#ident.push(channel.#port_func()); - } - } - } - } else - } - } else if match_last_ty(ty, "DynPorts") { - quote! {} - } else { - quote_spanned! {ident.span()=> - if port_name == stringify!(#ident) { - self.#ident = channel.#port_func(); - } else - } - } - } - fn set_dyn_f((_, ident, ty): IterArgs) -> TokenStream { - if match_last_ty(ty, "DynPorts") { - quote_spanned! {ident.span()=> - if port_name == concat!("dyn@", stringify!(#ident)) { - self.#ident = flow_rs::node::DynPorts::new(local_key, target, cap, brokers); - } else - } - } else { - quote! {} - } - } - fn close_f((_, ident, ty): IterArgs) -> TokenStream { - if match_last_ty(ty, "Vec") { - quote_spanned! {ident.span()=> - self.#ident.clear(); - } - } else { - quote!() - } - } - fn is_close_f((_, ident, ty): IterArgs) -> TokenStream { - if match_last_ty(ty, "Vec") { - quote_spanned! {ident.span()=> - for chan in &self.#ident { - is_closed = is_closed && chan.is_closed(); - } - } - } else { - quote_spanned! (ident.span()=> is_closed = is_closed && self.#ident.is_closed();) - } - } - - let seti = extract_ports(&input.data, type_name::IN_T, set_f); - let seto = extract_ports(&input.data, type_name::OUT_T, set_f); - let set_dyni = extract_ports(&input.data, type_name::IN_T, set_dyn_f); - let set_dyno = extract_ports(&input.data, type_name::OUT_T, set_dyn_f); - let closeo = extract_ports(&input.data, type_name::OUT_T, close_f); - let is_closei = extract_ports(&input.data, type_name::IN_T, is_close_f); - - let (imp_g, ty_g, where_g) = input.generics.split_for_impl(); - quote! { - impl#imp_g flow_rs::node::Node for #ident#ty_g - #where_g { - fn set_port(&mut self, port_name: &str, tag: Option, channel: &flow_rs::channel::ChannelStorage) { - #(#seti) * - #(#seto) * - { unreachable!() } - } - fn set_port_dynamic( - &mut self, - local_key: u64, - port_name: &str, - target: String, - cap: usize, - brokers: Vec, - ) { - #(#set_dyni) * - #(#set_dyno) * - { unreachable!() } - } - fn close(&mut self) { - #(#closeo)* - } - - fn is_allinp_closed(&self) -> bool { - use flow_rs::channel::ChannelBase; - let mut is_closed = true; - #(#is_closei)* - is_closed - } - } - } -} diff --git a/flow-derive/src/ports.rs b/flow-derive/src/ports.rs deleted file mode 100644 index e0ddd40..0000000 --- a/flow-derive/src/ports.rs +++ /dev/null @@ -1,117 +0,0 @@ -/** - * \file flow-derive/src/ports.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::{ - lit::{self, string}, - type_name, -}; -use proc_macro2::TokenStream; -use quote::quote_spanned; -use syn::{ - bracketed, - parse::{Parse, ParseStream, Result}, - punctuated::Punctuated, - LitStr, Token, -}; - -enum PortType { - Unit, - List, - Dyn, -} - -struct Port { - name: syn::Ident, - ty: PortType, -} - -impl Parse for Port { - fn parse(input: ParseStream) -> Result { - let name: syn::Ident = input.parse()?; - Ok(if input.peek(Token![:]) { - input.parse::()?; - if input.peek(syn::token::Dyn) { - input.parse::()?; - Port { - name, - ty: PortType::Dyn, - } - } else if input.peek(syn::token::Bracket) { - let _content; - bracketed!(_content in input); - Port { - name, - ty: PortType::List, - } - } else { - return Err(input.error("expect []")); - } - } else { - Port { - name, - ty: PortType::Unit, - } - }) - } -} - -pub struct PortSequence { - fields: Punctuated, -} - -impl Parse for PortSequence { - fn parse(input: ParseStream) -> Result { - Ok(PortSequence { - fields: input.parse_terminated(Port::parse).unwrap_or_default(), - }) - } -} - -pub fn in_expand(ports: &PortSequence) -> Vec { - expand(ports, type_name::IN_T) -} - -pub fn out_expand(ports: &PortSequence) -> Vec { - expand(ports, type_name::OUT_T) -} - -fn expand(ports: &PortSequence, extend_ty: &str) -> Vec { - let extend_ty = lit::ident(extend_ty); - ports - .fields - .iter() - .map(|port| { - let Port { name, ty } = port; - match ty { - PortType::Unit => { - quote_spanned!(name.span()=> #name: flow_rs::channel::#extend_ty) - } - PortType::List => { - quote_spanned!(name.span()=> #name: Vec) - } - PortType::Dyn => { - quote_spanned!(name.span()=> #name: flow_rs::node::DynPorts) - } - } - }) - .collect() -} - -pub fn name_expand(ports: &PortSequence) -> Vec { - ports - .fields - .iter() - .map(|port| match port.ty { - PortType::Dyn => string(format!("dyn@{}", port.name)), - PortType::List => string(format!("[{}]", port.name)), - PortType::Unit => string(&port.name), - }) - .collect() -} diff --git a/flow-derive/src/resource.rs b/flow-derive/src/resource.rs deleted file mode 100644 index 3af0abc..0000000 --- a/flow-derive/src/resource.rs +++ /dev/null @@ -1,29 +0,0 @@ -use proc_macro2::TokenStream; -use quote::quote; -use syn::parse::{Parse, ParseStream, Result}; -use syn::Token; - -pub struct ResourceDefine { - name: syn::Expr, - ty: syn::Type, -} -impl Parse for ResourceDefine { - fn parse(input: ParseStream) -> Result { - let name: syn::Expr = input.parse()?; - input.parse::()?; - let ty: syn::Type = input.parse()?; - Ok(ResourceDefine { name, ty }) - } -} - -pub fn registry_expand(input: ResourceDefine) -> TokenStream { - let name = &input.name; - let ty = &input.ty; - quote! { - flow_rs::submit!(#name.to_owned(), - flow_rs::node::ResourceSlice{ - cons: Box::new(|name: String, args: &toml::value::Table| Box::new(<#ty>::new(name, args))), - } - ); - } -} diff --git a/flow-derive/src/type_name.rs b/flow-derive/src/type_name.rs deleted file mode 100644 index 86b6325..0000000 --- a/flow-derive/src/type_name.rs +++ /dev/null @@ -1,13 +0,0 @@ -/** - * \file flow-derive/src/type_name.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ - -pub const IN_T: &str = "Receiver"; -pub const OUT_T: &str = "Sender"; diff --git a/flow-derive/src/utils.rs b/flow-derive/src/utils.rs deleted file mode 100644 index 37aa3b3..0000000 --- a/flow-derive/src/utils.rs +++ /dev/null @@ -1,107 +0,0 @@ -/** - * \file flow-derive/src/utils.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::lit; -use anyhow::Result; -use proc_macro2::TokenStream; -use std::collections::hash_map; -use std::hash::Hasher; -use syn::{parse::Parser, Field, Fields, Ident, ItemStruct, Type}; - -pub fn hash(input: &TokenStream) -> u64 { - let mut hasher = hash_map::DefaultHasher::new(); - hasher.write(input.to_string().as_bytes()); - hasher.finish() -} - -pub fn fields(data: &syn::Data) -> syn::punctuated::Iter { - match data { - syn::Data::Struct(ref item) => match item.fields { - syn::Fields::Named(ref fields) => fields.named.iter(), - syn::Fields::Unnamed(ref fields) => fields.unnamed.iter(), - _ => unreachable!(), - }, - _ => unreachable!(), - } -} - -pub fn attr<'a>(attrs: &'a [syn::Attribute], name: &str) -> Option<&'a syn::Attribute> { - attrs.iter().find(|attr| { - attr.path - .segments - .first() - .map(|p| p.ident == name) - .unwrap_or(false) - }) -} - -pub fn match_last_ty(ty: &syn::Type, wrapper: &str) -> bool { - match ty { - syn::Type::Path(ref p) => p - .path - .segments - .last() - .map(|seg| seg.ident == wrapper) - .unwrap_or(false), - _ => false, - } -} - -pub fn last_inner_ty(ty: &syn::Type) -> Option<&syn::Type> { - if let syn::Type::Path(ref p) = ty { - if p.path.segments.is_empty() { - return None; - } - - if let syn::PathArguments::AngleBracketed(ref inner_ty) = - p.path.segments.last().unwrap().arguments - { - if inner_ty.args.len() != 1 { - return None; - } - - let inner_ty = inner_ty.args.first().unwrap(); - if let syn::GenericArgument::Type(ref t) = inner_ty { - return Some(t); - } - } - } - None -} - -pub fn add_field(item: &mut ItemStruct, field: TokenStream) -> Result<()> { - match item.fields { - Fields::Named(ref mut fields) => fields.named.push(Field::parse_named.parse2(field)?), - Fields::Unnamed(ref mut fields) => fields.unnamed.push(Field::parse_unnamed.parse2(field)?), - _ => unreachable!(), - } - Ok(()) -} - -pub type ExtractParams<'a> = (&'a Ident, &'a Option, &'a Type); - -pub fn extract_ports( - data: &syn::Data, - ty_name: &str, - f: fn(ExtractParams) -> TokenStream, -) -> Vec { - let port_func = lit::ident(ty_name.to_lowercase()); - fields(data) - .filter(|field| { - match_last_ty(&field.ty, ty_name) - || (match_last_ty(&field.ty, "DynPorts") - && match_last_ty(last_inner_ty(&field.ty).unwrap(), ty_name)) - || (match_last_ty(&field.ty, "Vec") - && match_last_ty(last_inner_ty(&field.ty).unwrap(), ty_name)) - }) - .map(|field| (&port_func, &field.ident, &field.ty)) - .map(f) - .collect() -} diff --git a/flow-message/Cargo.lock b/flow-message/Cargo.lock deleted file mode 100644 index 8089072..0000000 --- a/flow-message/Cargo.lock +++ /dev/null @@ -1,390 +0,0 @@ -# This file is automatically @generated by Cargo. -# It is not intended for manual editing. -version = 3 - -[[package]] -name = "bitflags" -version = "1.3.2" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a" - 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self.get(*key) - } -} - -impl private::IndexGetDataRefForGet for CowList { - fn get_ref(&self, key: &usize) -> Option<&data::Data> { - self.get(*key) - } -} - -impl private::IndexSetData for CowList { - fn set(&mut self, key: usize, data: data::Data) { - self.set(key, data); - } -} - -impl private::IndexGetDataMut for CowList { - fn get_mut(&mut self, key: &usize) -> Option<&mut data::Data> { - self.get_mut(*key) - } -} - -impl VectorOpr for CowList -where - T: From, - data::Data: From, -{ - fn xpop_front(&mut self) -> Option { - self.pop_front().map(T::from) - } - - fn xpop_back(&mut self) -> Option { - self.pop_back().map(T::from) - } - - fn xpush_back(&mut self, value: T) { - self.push_back(data::Data::from(value)) - } - - fn xpush_front(&mut self, value: T) { - self.push_front(data::Data::from(value)) - } -} - -#[cfg(test)] -mod test { - use super::*; - - #[test] - fn test_basis() { - let mut list = CowList::new(); - list.xpush_back(1f64); - list.xpush_back(1i64); - list.xpush_back(false); - assert_eq!(list.len(), 3); - assert_eq!(list.xget(&1), Some(1i64)); - assert_eq!(list.xpop_back(), Some(false)); - } -} diff --git a/flow-message/src/cross/cow_map.rs b/flow-message/src/cross/cow_map.rs deleted file mode 100644 index 9f182e6..0000000 --- a/flow-message/src/cross/cow_map.rs +++ /dev/null @@ -1,52 +0,0 @@ -use super::*; - -impl private::IndexSetData for CowMap { - fn set(&mut self, key: String, data: data::Data) { - self.insert(key, data); - } -} - -impl private::IndexGetDataRefForGet for CowMap { - fn get_ref(&self, key: &str) -> Option<&data::Data> { - self.get(key) - } -} - -impl private::IndexGetDataRefForGetRef for CowMap { - fn get_ref(&self, key: &str) -> Option<&data::Data> { - self.get(key) - } -} - -impl private::IndexGetDataMut for CowMap { - fn get_mut(&mut self, key: &str) -> Option<&mut data::Data> { - self.get_mut(key) - } -} - -#[cfg(test)] -mod test { - use super::*; - - #[test] - fn test_basis() { - let mut map = CowMap::new(); - map.xset("a".to_owned(), 1i64); - map.xset("b".to_owned(), 1f64); - let mut sub = CowMap::new(); - sub.xset("d".to_owned(), false); - map.xset("c".to_owned(), sub); - - assert_eq!(map.xget("b"), Some(1f64)); - let has_c: Option<&mut CowMap> = map.xget_mut("c"); - assert!(has_c.is_some()); - let sub = has_c.unwrap(); - assert_eq!(sub.xget("d"), Some(false)); - sub.xset("e".to_owned(), true); - - let has_c: Option<&CowMap> = map.xget_ref("c"); - assert!(has_c.is_some()); - let sub = has_c.unwrap(); - assert_eq!(sub.xget("e"), Some(true)); - } -} diff --git a/flow-message/src/cross/data/list.rs b/flow-message/src/cross/data/list.rs deleted file mode 100644 index 17445e7..0000000 --- a/flow-message/src/cross/data/list.rs +++ /dev/null @@ -1,117 +0,0 @@ -use super::*; -use byteorder::{ByteOrder, NativeEndian}; -use paste::paste; -use std::convert::From; -use std::sync::Arc; - -macro_rules! impl_from_value_type { - ($ty:ty, $value_type: path) => { - impl From> for Data { - fn from(mut src: Vec<$ty>) -> Self { - let length = src.len(); - let capacity = src.capacity(); - let ptr = src.as_mut_ptr(); - let byte_n = std::mem::size_of::<$ty>(); - src.leak(); - Self { - ty: DataType::Collection(CollectionType::List($value_type)), - data: DataStorage::Bytes(Arc::new(unsafe { - Vec::from_raw_parts(ptr as *mut u8, length * byte_n, capacity * byte_n) - })), - } - } - } - - impl From for Vec<$ty> { - fn from(src: Data) -> Self { - match src.ty { - DataType::Collection(CollectionType::List($value_type)) => { - let mut bytes = src - .data - .into_bytes() - .map_err(|_| ()) - .unwrap() - .as_ref() - .clone(); - let length = bytes.len() / std::mem::size_of::<$ty>(); - let capacity = bytes.capacity() / std::mem::size_of::<$ty>(); - let ptr = bytes.as_mut_ptr(); - bytes.leak(); - unsafe { Vec::from_raw_parts(ptr as *mut $ty, length, capacity) } - } - _ => unreachable!("type is not match"), - } - } - } - }; -} - -impl_from_value_type!(f64, ValueType::Float); -impl_from_value_type!(i64, ValueType::Int); -impl_from_value_type!(u64, ValueType::Uint); -impl_from_value_type!(u8, ValueType::Byte); -impl_from_value_type!(bool, ValueType::Bool); - -macro_rules! impl_index_get { - ($ty:ty, $call_ty:ty, $value_type: path) => { - impl IndexGet for Data { - fn get(&self, index: usize) -> Option<$ty> { - match self.ty { - DataType::Collection(CollectionType::List($value_type)) => { - let index = index * std::mem::size_of::<$call_ty>(); - let bytes = self.data.as_bytes().unwrap(); - if bytes.len() >= index + std::mem::size_of::<$call_ty>() { - Some(paste! {NativeEndian::[](&bytes[index..]) as $ty}) - } else { - None - } - } - _ => unreachable!("type is not match"), - } - } - } - - impl IndexSet for Data { - fn set(&mut self, index: usize, value: $ty) { - match self.ty { - DataType::Collection(CollectionType::List($value_type)) => { - let index = index * std::mem::size_of::<$call_ty>(); - let bytes = self.data.as_bytes_mut().unwrap(); - paste! {NativeEndian::[](&mut Arc::make_mut(bytes)[index..], value)}; - } - _ => unreachable!("type is not match"), - } - } - } - }; - ($ty:ty, $mapper:expr, $value_type: path) => { - impl IndexGet for Data { - fn get(&self, index: usize) -> Option<$ty> { - match self.ty { - DataType::Collection(CollectionType::List($value_type)) => { - self.data.as_bytes().unwrap().get(index).map($mapper) - } - _ => unreachable!("type is not match"), - } - } - } - - impl IndexSet for Data { - fn set(&mut self, index: usize, value: $ty) { - match self.ty { - DataType::Collection(CollectionType::List($value_type)) => { - let bytes = self.data.as_bytes_mut().unwrap(); - Arc::make_mut(bytes)[index] = value as u8; - } - _ => unreachable!("type is not match"), - } - } - } - }; -} - -impl_index_get!(f64, f64, ValueType::Float); -impl_index_get!(i64, i64, ValueType::Int); -impl_index_get!(u64, u64, ValueType::Uint); -impl_index_get!(u8, |v| *v, ValueType::Byte); -impl_index_get!(bool, |v| *v != 0, ValueType::Bool); diff --git a/flow-message/src/cross/data/mod.rs b/flow-message/src/cross/data/mod.rs deleted file mode 100644 index 93bcca6..0000000 --- a/flow-message/src/cross/data/mod.rs +++ /dev/null @@ -1,214 +0,0 @@ -mod list; -mod value; - -use im::Vector; - -use super::*; -use enum_as_inner::EnumAsInner; - -pub trait IndexGet -where - Idx: ?Sized, -{ - fn get(&self, index: Idx) -> Option; -} - -pub trait IndexSet -where - Idx: ?Sized, -{ - fn set(&mut self, index: Idx, value: Value); -} - -pub trait Get { - fn get(&self) -> Output; -} - -pub trait Set { - fn set(&mut self, value: Value); -} - -pub trait GetRef<'a, Output> -where - Output: 'a, -{ - fn get_ref(&'a self) -> Output; -} - -pub trait GetMut<'a, Output> -where - Output: 'a, -{ - fn get_mut(&'a mut self) -> Output; -} - -#[derive(Debug, Clone, Copy)] -pub enum ValueType { - Float, - Int, - Uint, - Byte, - Bool, -} - -impl ValueType { - fn width(&self) -> usize { - match *self { - ValueType::Float | ValueType::Int | ValueType::Uint => 8, - ValueType::Byte | ValueType::Bool => 1, - } - } -} - -#[derive(Debug, Clone, Copy)] -pub enum CollectionType { - List(ValueType), - CowList, - Map, - CowMap, -} - -#[derive(Debug, Clone, Copy)] -pub enum DataType { - Value(ValueType), - Collection(CollectionType), -} - -#[derive(EnumAsInner, Clone)] -pub enum DataStorage { - Bytes(Arc>), // immutable bytes, List or Value - Datas(CowList), // CowList - Ref(Map), // Map - CowRef(CowMap), // CowMap -} - -#[derive(Clone)] -pub struct Data { - ty: DataType, - data: DataStorage, -} - -impl Data { - pub fn ty(&self) -> DataType { - self.ty - } - - pub fn data(&self) -> &DataStorage { - &self.data - } - - pub fn len(&self) -> usize { - match self.ty { - DataType::Value(_) => 1usize, - DataType::Collection(CollectionType::List(value_ty)) => { - self.data.as_bytes().unwrap().len() / value_ty.width() - } - DataType::Collection(CollectionType::Map) => self.data.as_ref().unwrap().len(), - DataType::Collection(CollectionType::CowList) => self.data.as_datas().unwrap().len(), - DataType::Collection(CollectionType::CowMap) => self.data.as_cow_ref().unwrap().len(), - } - } - - pub fn is_empty(&self) -> bool { - self.len() == 0 - } -} - -impl<'a> GetRef<'a, &'a Map> for Data { - fn get_ref(&self) -> &Map { - match self.ty { - DataType::Collection(CollectionType::Map) => self.data.as_ref().unwrap(), - _ => unreachable!("type is not match"), - } - } -} - -impl<'a> GetRef<'a, &'a CowList> for Data { - fn get_ref(&self) -> &Vector { - match self.ty { - DataType::Collection(CollectionType::CowList) => self.data.as_datas().unwrap(), - _ => unreachable!("type is not match"), - } - } -} - -impl<'a> GetRef<'a, &'a CowMap> for Data { - fn get_ref(&self) -> &CowStorage { - match self.ty { - DataType::Collection(CollectionType::CowMap) => self.data.as_cow_ref().unwrap(), - _ => unreachable!("type is not match"), - } - } -} - -impl<'a> GetMut<'a, &'a mut Map> for Data { - fn get_mut(&mut self) -> &mut Map { - match self.ty { - DataType::Collection(CollectionType::Map) => self.data.as_ref_mut().unwrap(), - _ => unreachable!("type is not match"), - } - } -} - -impl<'a> GetMut<'a, &'a mut CowList> for Data { - fn get_mut(&mut self) -> &mut Vector { - match self.ty { - DataType::Collection(CollectionType::CowList) => self.data.as_datas_mut().unwrap(), - _ => unreachable!("type is not match"), - } - } -} - -impl<'a> GetMut<'a, &'a mut CowMap> for Data { - fn get_mut(&mut self) -> &mut CowStorage { - match self.ty { - DataType::Collection(CollectionType::CowMap) => self.data.as_cow_ref_mut().unwrap(), - _ => unreachable!("type is not match"), - } - } -} - -impl From for Data { - fn from(r: CowMap) -> Self { - Self { - ty: DataType::Collection(CollectionType::CowMap), - data: DataStorage::CowRef(r), - } - } -} - -impl From for Data { - fn from(r: Map) -> Self { - Self { - ty: DataType::Collection(CollectionType::Map), - data: DataStorage::Ref(r), - } - } -} - -impl From for Data { - fn from(datas: CowList) -> Self { - Self { - ty: DataType::Collection(CollectionType::CowList), - data: DataStorage::Datas(datas), - } - } -} - -impl From for CowMap { - fn from(data: Data) -> Self { - data.data.into_cow_ref().map_err(|_| ()).unwrap() - } -} - -impl From for Map { - fn from(data: Data) -> Self { - data.data.into_ref().map_err(|_| ()).unwrap() - } -} - -impl From for CowList { - fn from(data: Data) -> Self { - data.data.into_datas().map_err(|_| ()).unwrap() - } -} diff --git a/flow-message/src/cross/data/value.rs b/flow-message/src/cross/data/value.rs deleted file mode 100644 index 2df8f89..0000000 --- a/flow-message/src/cross/data/value.rs +++ /dev/null @@ -1,104 +0,0 @@ -use super::*; -use byteorder::{ByteOrder, NativeEndian}; -use paste::paste; -use std::convert::From; -use std::sync::Arc; - -macro_rules! impl_from_value_type { - ($ty:ty, $call_ty:ty, $value_type: path) => { - impl From<$ty> for Data { - fn from(v: $ty) -> Self { - let mut data = vec![0;std::mem::size_of::<$ty>()]; - paste! {NativeEndian::[](&mut data, v as $call_ty)}; - Data { - ty: DataType::Value($value_type), - data: DataStorage::Bytes(Arc::new(data)), - } - } - } - - impl From for $ty { - fn from(data: Data) -> Self { - match data.ty { - DataType::Value($value_type) => { - paste! {NativeEndian::[](data.data.as_bytes().unwrap().as_slice()) as $ty} - } - _ => unreachable!("type is not match"), - } - } - } - }; - ($ty:ty, $mapper:expr, $value_type: path) => { - impl From<$ty> for Data { - fn from(v: $ty) -> Self { - Data { - ty: DataType::Value($value_type), - data: DataStorage::Bytes(Arc::new(vec![v as u8])), - } - } - } - - impl From for $ty { - fn from(data: Data) -> Self { - $mapper(data.data.as_bytes().unwrap()[0]) - } - } - }; -} - -impl_from_value_type!(u64, u64, ValueType::Uint); -impl_from_value_type!(i64, i64, ValueType::Int); -impl_from_value_type!(f64, f64, ValueType::Float); -impl_from_value_type!(bool, |x| x != 0, ValueType::Bool); -impl_from_value_type!(u8, |x| x, ValueType::Byte); - -macro_rules! impl_get_set { - ($ty:ty, $call_ty:ty, $value_type: path) => { - impl Get<$ty> for Data { - fn get(&self) -> $ty { - match self.ty { - DataType::Value($value_type) => { - paste! {NativeEndian::[](self.data.as_bytes().unwrap().as_slice()) as $ty} - } - _ => unreachable!("type is not match"), - } - } - } - impl Set<$ty> for Data { - fn set(&mut self, value: $ty) { - match self.ty { - DataType::Value($value_type) => { - paste! {NativeEndian::[](Arc::make_mut(self.data.as_bytes_mut().unwrap()).as_mut(), value)} - } - _ => unreachable!("type is not match"), - } - } - } - }; - ($ty:ty, $mapper:expr, $value_type: path) => { - impl Get<$ty> for Data { - fn get(&self) -> $ty { - match self.ty { - DataType::Value($value_type) => $mapper(self.data.as_bytes().unwrap()[0]), - _ => unreachable!("type is not match"), - } - } - } - impl Set<$ty> for Data { - fn set(&mut self, value: $ty) { - match self.ty { - DataType::Value($value_type) => { - Arc::make_mut(self.data.as_bytes_mut().unwrap())[0] = value as u8; - } - _ => unreachable!("type is not match"), - } - } - } - }; -} - -impl_get_set!(f64, f64, ValueType::Float); -impl_get_set!(i64, i64, ValueType::Int); -impl_get_set!(u64, u64, ValueType::Uint); -impl_get_set!(bool, |v| v != 0, ValueType::Bool); -impl_get_set!(u8, |v| v, ValueType::Byte); diff --git a/flow-message/src/cross/list.rs b/flow-message/src/cross/list.rs deleted file mode 100644 index eb4033b..0000000 --- a/flow-message/src/cross/list.rs +++ /dev/null @@ -1,35 +0,0 @@ -use super::*; - -impl IndexGet for List -where - Output: Copy, - data::Data: data::IndexGet, -{ - fn xget(&self, i: &usize) -> Option { - data::IndexGet::get(self, *i) - } -} - -impl IndexSet for List -where - Value: Copy, - data::Data: data::IndexSet, -{ - fn xset(&mut self, i: usize, data: Value) { - data::IndexSet::set(self, i, data) - } -} - -#[cfg(test)] -mod test { - use super::*; - - #[test] - fn test_basis() { - let list = List::from(vec![0i64, 1, 2, 3, 4]); - assert_eq!(list.len(), 5); - assert_eq!(list.xget(&3), Some(3i64)); - let list: Vec = list.into(); - assert_eq!(list, vec![0i64, 1, 2, 3, 4]); - } -} diff --git a/flow-message/src/cross/map.rs b/flow-message/src/cross/map.rs deleted file mode 100644 index 0e5a935..0000000 --- a/flow-message/src/cross/map.rs +++ /dev/null @@ -1,77 +0,0 @@ -use super::data::GetRef; -use super::*; -use dashmap::mapref::one::Ref; - -pub struct MapRef<'a> { - inner: Ref<'a, String, data::Data>, -} - -impl<'a> MapRef<'a> { - fn new(inner: Ref<'a, String, data::Data>) -> Self { - MapRef { inner } - } -} - -impl<'a> AsRef for MapRef<'a> { - fn as_ref(&self) -> &List { - self.inner.value() - } -} - -impl<'a> AsRef for MapRef<'a> { - fn as_ref(&self) -> &Map { - GetRef::get_ref(self.inner.value()) - } -} - -impl<'a> AsRef for MapRef<'a> { - fn as_ref(&self) -> &CowMap { - GetRef::get_ref(self.inner.value()) - } -} - -impl private::IndexSetData for Map { - fn set(&mut self, key: String, data: data::Data) { - self.as_ref().insert(key, data); - } -} - -impl IndexGet for Map -where - T: Copy, - data::Data: data::Get, -{ - fn xget(&self, key: &str) -> Option { - self.as_ref() - .get(key) - .map(|data| data::Get::get(data.value())) - } -} - -impl<'a> IndexGetRef<'a, str, MapRef<'a>> for Map { - fn xget_ref(&'a self, key: &str) -> Option> { - self.as_ref().get(key).map(MapRef::new) - } -} - -#[cfg(test)] -mod test { - use super::*; - - #[test] - fn test_basis() { - let mut map: Map = Default::default(); - map.xset("a".to_owned(), 1i64); - map.xset("b".to_owned(), 1f64); - let mut sub: Map = Default::default(); - sub.xset("d".to_owned(), false); - map.xset("c".to_owned(), sub); - - assert_eq!(map.xget("b"), Some(1f64)); - let has_c = map.xget_ref("c"); - assert!(has_c.is_some()); - let elem_ref = has_c.unwrap(); - let sub: &Map = elem_ref.as_ref(); - assert_eq!(sub.xget("d"), Some(false)); - } -} diff --git a/flow-message/src/cross/mod.rs b/flow-message/src/cross/mod.rs deleted file mode 100644 index e7236e9..0000000 --- a/flow-message/src/cross/mod.rs +++ /dev/null @@ -1,127 +0,0 @@ -#![allow(dead_code)] - -mod cow_list; -mod cow_map; -mod data; -mod list; -mod map; -mod python; - -use dashmap::DashMap; -use im::{OrdMap, Vector}; -use std::sync::Arc; - -type Storage = Arc>; -type CowStorage = OrdMap; - -pub type CowMap = CowStorage; -pub type Map = Storage; -pub type List = data::Data; -pub type CowList = Vector; - -pub trait VectorOpr { - fn xpush_back(&mut self, value: T); - fn xpush_front(&mut self, value: T); - fn xpop_front(&mut self) -> Option; - fn xpop_back(&mut self) -> Option; -} - -pub trait IndexSet { - fn xset(&mut self, key: K, value: T); -} - -pub trait IndexGet -where - Output: Copy, - Idx: ?Sized, -{ - fn xget(&self, i: &Idx) -> Option; -} - -pub trait IndexGetRef<'a, Idx, Output> -where - Idx: ?Sized, - Output: 'a, -{ - fn xget_ref(&'a self, i: &Idx) -> Option; -} - -pub trait IndexGetMut<'a, Idx, Output> -where - Idx: ?Sized, - Output: 'a, -{ - fn xget_mut(&'a mut self, i: &Idx) -> Option; -} - -#[doc(hidden)] -mod private { - use super::*; - pub trait IndexSetData { - fn set(&mut self, key: Idx, value: data::Data); - } - pub trait IndexGetDataRefForGet - where - Idx: ?Sized, - { - fn get_ref(&self, key: &'_ Idx) -> Option<&data::Data>; - } - pub trait IndexGetDataRefForGetRef - where - Idx: ?Sized, - { - fn get_ref(&self, key: &'_ Idx) -> Option<&data::Data>; - } - pub trait IndexGetDataMut - where - Idx: ?Sized, - { - fn get_mut(&mut self, key: &'_ Idx) -> Option<&mut data::Data>; - } - - impl IndexSet for T - where - T: IndexSetData, - U: Into, - { - fn xset(&mut self, key: Idx, value: U) { - self.set(key, value.into()); - } - } - - impl IndexGet for T - where - U: Copy, - T: IndexGetDataRefForGet, - data::Data: data::Get, - Idx: ?Sized, - { - fn xget(&self, key: &Idx) -> Option { - self.get_ref(key).map(|data| data::Get::get(data)) - } - } - - impl<'a, Idx, T, U> IndexGetRef<'a, Idx, U> for T - where - U: 'a, - T: IndexGetDataRefForGetRef, - data::Data: data::GetRef<'a, U>, - Idx: ?Sized, - { - fn xget_ref(&'a self, key: &Idx) -> Option { - self.get_ref(key).map(|data| data::GetRef::get_ref(data)) - } - } - - impl<'a, Idx, T, U> IndexGetMut<'a, Idx, U> for T - where - U: 'a, - T: IndexGetDataMut, - data::Data: data::GetMut<'a, U>, - Idx: ?Sized, - { - fn xget_mut(&'a mut self, key: &Idx) -> Option { - self.get_mut(key).map(|data| data::GetMut::get_mut(data)) - } - } -} diff --git a/flow-message/src/cross/python/cow_list.rs b/flow-message/src/cross/python/cow_list.rs deleted file mode 100644 index a69d6f4..0000000 --- a/flow-message/src/cross/python/cow_list.rs +++ /dev/null @@ -1,90 +0,0 @@ -use super::*; -use pyo3::{PyIterProtocol, PySequenceProtocol}; - -#[pyproto] -impl PySequenceProtocol for PyCowList { - fn __len__(&self) -> usize { - self.as_ref().len() - } - - fn __setitem__(&mut self, idx: isize, value: PyObject) -> PyResult<()> { - let gil = Python::acquire_gil(); - let py = gil.python(); - let data = to_data(py, value)?; - let len = self.as_ref().len(); - let idx = cvt_idx(len, idx); - self.as_mut().set(idx, data); - Ok(()) - } - - fn __getitem__(&self, idx: isize) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - let len = self.as_ref().len(); - let idx = cvt_idx(len, idx); - if let Some(data) = self.as_ref().get(idx) { - from_data(py, data) - } else { - Err(pyo3::exceptions::PyTypeError::new_err("Idx out of bound")) - } - } - - fn __delitem__(&mut self, idx: isize) -> PyResult<()> { - let len = self.as_ref().len(); - let idx = cvt_idx(len, idx); - self.as_mut().remove(idx); - Ok(()) - } - - fn __concat__(&self, other: Py) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - let other = other.borrow(py); - let newlist = self - .as_ref() - .iter() - .chain(other.as_ref().iter()) - .cloned() - .collect::(); - Py::new( - py, - PyCowList { - inner: Some(newlist), - }, - ) - .map(|list| list.to_object(py)) - } - - fn __repeat__(&self, count: isize) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - let mut newlist = self.as_ref().clone(); - for _ in 0..count - 1 { - for data in self.as_ref() { - newlist.push_back(data.clone()); - } - } - Py::new( - py, - PyCowList { - inner: Some(newlist), - }, - ) - .map(|list| list.to_object(py)) - } -} - -#[pyproto] -impl PyIterProtocol for PyCowList { - fn __iter__(this: PyRefMut) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - - let mut elements = std::vec::Vec::new(); - for element in this.as_ref().iter() { - elements.push(from_data(py, &element.clone())?); - } - - Ok(super::iterator::PyObjectIterator::new(elements.into_iter())) - } -} diff --git a/flow-message/src/cross/python/cow_map.rs b/flow-message/src/cross/python/cow_map.rs deleted file mode 100644 index a8997db..0000000 --- a/flow-message/src/cross/python/cow_map.rs +++ /dev/null @@ -1,48 +0,0 @@ -use super::*; -use pyo3::{PyIterProtocol, PyMappingProtocol}; - -#[pyproto] -impl PyMappingProtocol for PyCowMap { - fn __len__(&self) -> usize { - self.as_ref().len() - } - fn __setitem__(&mut self, attr: String, value: PyObject) -> PyResult<()> { - let gil = Python::acquire_gil(); - let py = gil.python(); - let data = to_data(py, value)?; - self.as_mut().insert(attr, data); - Ok(()) - } - - fn __getitem__(&self, attr: &str) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - if let Some(data) = self.as_ref().get(attr) { - from_data(py, data) - } else { - Err(pyo3::exceptions::PyTypeError::new_err("Key Error")) - } - } - - fn __delitem__(&mut self, attr: &str) -> PyResult<()> { - self.as_mut().remove(attr); - Ok(()) - } -} - -#[pyproto] -impl PyIterProtocol for PyCowMap { - fn __iter__(this: PyRefMut) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - - let mut elements = std::vec::Vec::new(); - for (k, v) in this.as_ref().iter() { - elements.push((k.to_object(py), from_data(py, &v.clone())?)); - } - - Ok(super::iterator::PyObjectPairIterator::new( - elements.into_iter(), - )) - } -} diff --git a/flow-message/src/cross/python/iterator.rs b/flow-message/src/cross/python/iterator.rs deleted file mode 100644 index 6aaf816..0000000 --- a/flow-message/src/cross/python/iterator.rs +++ /dev/null @@ -1,46 +0,0 @@ -use pyo3::prelude::{pyclass, pyproto}; -use pyo3::{Py, PyIterProtocol, PyObject, PyRefMut, PyResult}; - -#[pyclass] -pub struct PyObjectIterator { - iterator: std::vec::IntoIter, -} - -impl PyObjectIterator { - #[must_use] - pub fn new(iterator: std::vec::IntoIter) -> Self { - PyObjectIterator { iterator } - } -} - -#[pyproto] -impl PyIterProtocol for PyObjectIterator { - fn __iter__(slf: PyRefMut) -> PyResult> { - Ok(slf.into()) - } - fn __next__(mut slf: PyRefMut) -> PyResult> { - Ok(slf.iterator.next()) - } -} - -#[pyclass] -pub struct PyObjectPairIterator { - iterator: std::vec::IntoIter<(PyObject, PyObject)>, -} - -impl PyObjectPairIterator { - #[must_use] - pub fn new(iterator: std::vec::IntoIter<(PyObject, PyObject)>) -> Self { - PyObjectPairIterator { iterator } - } -} - -#[pyproto] -impl PyIterProtocol for PyObjectPairIterator { - fn __iter__(slf: PyRefMut) -> PyResult> { - Ok(slf.into()) - } - fn __next__(mut slf: PyRefMut) -> PyResult> { - Ok(slf.iterator.next()) - } -} diff --git a/flow-message/src/cross/python/list.rs b/flow-message/src/cross/python/list.rs deleted file mode 100644 index b94455e..0000000 --- a/flow-message/src/cross/python/list.rs +++ /dev/null @@ -1,78 +0,0 @@ -use super::*; -use pyo3::PySequenceProtocol; - -#[pyproto] -impl PySequenceProtocol for PyList { - fn __len__(&self) -> usize { - self.as_ref().len() - } - - fn __setitem__(&mut self, idx: isize, value: PyObject) -> PyResult<()> { - let gil = Python::acquire_gil(); - let py = gil.python(); - let value = value.as_ref(py); - let len = self.as_ref().len(); - let idx = cvt_idx(len, idx); - if value.is_instance::()? - || value.is_instance::()? - { - let value: i64 = value.extract()?; - match self.as_ref().ty() { - data::DataType::Collection(data::CollectionType::List(data::ValueType::Byte)) => { - self.as_mut().xset(idx, value as u8); - } - _ => self.as_mut().xset(idx, value), - } - } else if value.is_instance::()? { - let value: bool = value.extract()?; - self.as_mut().xset(idx, value); - } else if value.is_instance::()? { - let value: f64 = value.extract()?; - self.as_mut().xset(idx, value); - } else { - unimplemented!() - } - Ok(()) - } - - fn __getitem__(&self, idx: isize) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - let len = self.as_ref().len(); - let idx = cvt_idx(len, idx); - - match self.as_ref().ty() { - data::DataType::Collection(data::CollectionType::List(data::ValueType::Int)) => { - let value: PyResult = self - .as_ref() - .xget(&(idx)) - .ok_or_else(|| pyo3::exceptions::PyTypeError::new_err("Idx out of bound")); - value.map(|value| value.to_object(py)) - } - data::DataType::Collection(data::CollectionType::List(data::ValueType::Float)) => { - let value: PyResult = self - .as_ref() - .xget(&(idx)) - .ok_or_else(|| pyo3::exceptions::PyTypeError::new_err("Idx out of bound")); - value.map(|value| value.to_object(py)) - } - data::DataType::Collection(data::CollectionType::List(data::ValueType::Bool)) => { - let value: PyResult = self - .as_ref() - .xget(&(idx)) - .ok_or_else(|| pyo3::exceptions::PyTypeError::new_err("Idx out of bound")); - value.map(|value| value.to_object(py)) - } - data::DataType::Collection(data::CollectionType::List(data::ValueType::Byte)) => { - let value: PyResult = self - .as_ref() - .xget(&(idx)) - .ok_or_else(|| pyo3::exceptions::PyTypeError::new_err("Idx out of bound")); - value.map(|value| value.to_object(py)) - } - _ => { - unimplemented!() - } - } - } -} diff --git a/flow-message/src/cross/python/map.rs b/flow-message/src/cross/python/map.rs deleted file mode 100644 index d8f21f5..0000000 --- a/flow-message/src/cross/python/map.rs +++ /dev/null @@ -1,51 +0,0 @@ -use super::*; -use pyo3::{PyIterProtocol, PyMappingProtocol}; - -#[pyproto] -impl PyMappingProtocol for PyMap { - fn __len__(&self) -> usize { - self.as_ref().len() - } - fn __setitem__(&mut self, attr: String, value: PyObject) -> PyResult<()> { - let gil = Python::acquire_gil(); - let py = gil.python(); - let data = to_data(py, value)?; - self.as_mut().insert(attr, data); - Ok(()) - } - - fn __getitem__(&self, attr: &str) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - if let Some(data) = self.as_ref().get(attr) { - from_data(py, data) - } else { - Err(pyo3::exceptions::PyTypeError::new_err("Key Error")) - } - } - - fn __delitem__(&mut self, attr: &str) -> PyResult<()> { - self.as_mut().remove(attr); - Ok(()) - } -} - -#[pyproto] -impl PyIterProtocol for PyMap { - fn __iter__(this: PyRefMut) -> PyResult { - let gil = Python::acquire_gil(); - let py = gil.python(); - - let mut elements = std::vec::Vec::new(); - for pair in this.as_ref().iter() { - elements.push(( - pair.key().to_object(py), - from_data(py, &pair.value().clone())?, - )); - } - - Ok(super::iterator::PyObjectPairIterator::new( - elements.into_iter(), - )) - } -} diff --git a/flow-message/src/cross/python/mod.rs b/flow-message/src/cross/python/mod.rs deleted file mode 100644 index 2070a4b..0000000 --- a/flow-message/src/cross/python/mod.rs +++ /dev/null @@ -1,143 +0,0 @@ -mod cow_list; -mod cow_map; -mod iterator; -mod list; -mod map; - -use super::*; -use paste::paste; -use pyo3::prelude::*; - -const UAM: &str = "Use After Move"; - -macro_rules! declare_py { - ($name:ident, $name_str:literal) => { - paste! { - #[pyclass(name = $name_str)] - struct [] { - inner: Option<$name> - } - impl [] { - fn take(&mut self) -> $name { - self.inner.take().expect(UAM) - } - fn as_ref(&self) -> &$name { - self.inner.as_ref().expect(UAM) - } - fn as_mut(&mut self) -> &mut $name { - self.inner.as_mut().expect(UAM) - } - } - } - }; -} - -declare_py!(List, "List"); -declare_py!(Map, "Map"); -declare_py!(CowList, "CowList"); -declare_py!(CowMap, "CowMap"); - -#[inline] -fn cvt_idx(len: usize, idx: isize) -> usize { - if idx < 0 { - len - idx.abs() as usize - } else { - idx as usize - } -} - -fn to_data(py: Python, object: PyObject) -> PyResult { - let value = object.as_ref(py); - if value.is_instance::()? || value.is_instance::()? { - let value: i64 = value.extract()?; - Ok(data::Data::from(value)) - } else if value.is_instance::()? { - let value: bool = value.extract()?; - Ok(data::Data::from(value)) - } else if value.is_instance::()? { - let value: f64 = value.extract()?; - Ok(data::Data::from(value)) - } else if value.is_instance::()? - || value.is_instance::()? - { - let value: Vec = value.extract()?; - Ok(data::Data::from(value)) - } else if value.is_instance::()? { - let value: String = value.extract()?; - Ok(data::Data::from(value.into_bytes())) - } else if value.is_instance::()? { - let value: Py = value.extract()?; - let mut b = value.borrow_mut(py); - Ok(b.take()) - } else if value.is_instance::()? { - let value: Py = value.extract()?; - let mut b = value.borrow_mut(py); - Ok(data::Data::from(b.take())) - } else if value.is_instance::()? { - let value: Py = value.extract()?; - let mut b = value.borrow_mut(py); - Ok(data::Data::from(b.take())) - } else if value.is_instance::()? { - let value: Py = value.extract()?; - let mut b = value.borrow_mut(py); - Ok(data::Data::from(b.take())) - } else { - unimplemented!() - } -} - -fn from_data(py: Python, data: impl std::ops::Deref) -> PyResult { - match data.ty() { - data::DataType::Value(data::ValueType::Int) => { - let value: i64 = data::Get::get(&*data); - Ok(value.to_object(py)) - } - data::DataType::Value(data::ValueType::Float) => { - let value: f64 = data::Get::get(&*data); - Ok(value.to_object(py)) - } - data::DataType::Value(data::ValueType::Bool) => { - let value: bool = data::Get::get(&*data); - Ok(value.to_object(py)) - } - data::DataType::Value(data::ValueType::Byte) => { - let value: u8 = data::Get::get(&*data); - Ok(value.to_object(py)) - } - data::DataType::Collection(data::CollectionType::List(_)) => { - let list = data.clone(); - Py::new(py, PyList { inner: Some(list) }).map(|inner| inner.to_object(py)) - } - data::DataType::Collection(data::CollectionType::Map) => { - let map: &Map = data::GetRef::get_ref(&*data); - Py::new( - py, - PyMap { - inner: Some(map.to_owned()), - }, - ) - .map(|inner| inner.to_object(py)) - } - data::DataType::Collection(data::CollectionType::CowList) => { - let map: &CowList = data::GetRef::get_ref(&*data); - Py::new( - py, - PyCowList { - inner: Some(map.to_owned()), - }, - ) - .map(|inner| inner.to_object(py)) - } - data::DataType::Collection(data::CollectionType::CowMap) => { - let map: &CowMap = data::GetRef::get_ref(&*data); - Py::new( - py, - PyCowMap { - inner: Some(map.to_owned()), - }, - ) - .map(|inner| inner.to_object(py)) - } - _ => unimplemented!(), - } -} diff --git a/flow-message/src/lib.rs b/flow-message/src/lib.rs deleted file mode 100644 index 6c897f2..0000000 --- a/flow-message/src/lib.rs +++ /dev/null @@ -1 +0,0 @@ -pub mod cross; diff --git a/flow-plugins/Cargo.toml b/flow-plugins/Cargo.toml deleted file mode 100644 index 11cbc29..0000000 --- a/flow-plugins/Cargo.toml +++ /dev/null @@ -1,29 +0,0 @@ -[package] -name = "flow-plugins" -version = "0.1.0" -authors = ["megvii"] -edition = "2018" - -# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html - -[dependencies] -flow-rs = { path = "../flow-rs" } -toml = "0.5.8" -ffmpeg-next = { git = "https://github.com/Easonzero/rust-ffmpeg", branch = "master" } -futures-util = "0.3" -pyo3 = "0.14.1" -numpy = "0.14.1" -anyhow = "1.0.42" -image = "0.23.14" -oneshot = "0.1.2" -log = "0.4" -pretty_env_logger = "0.3" -rweb = { version="0.12.5", features=["openapi"] } -mime = "0.3.16" -indexmap = "1" -hyper = "0.14.11" -headers = "0.3.4" -serde = "1.0.127" -urlencoding = "2.1.0" -rand = "0.8.4" -serde_json = "1.0.66" diff --git a/flow-plugins/examples/image_input.toml b/flow-plugins/examples/image_input.toml deleted file mode 100644 index 99a4183..0000000 --- a/flow-plugins/examples/image_input.toml +++ /dev/null @@ -1,13 +0,0 @@ -main = "input_image" - -[[graphs]] -name = "input_image" -connections = [{ cap=16, ports=["server:inp", "server:out"] }] - - # ImageInput: - # @inp: input port, message format: Any - # @out: output port, message format: dict { 'data': , 'extra_data': } (pyobject) - [[graphs.nodes]] - name = "server" - ty = "ImageInput" - urls = ["", ""] # image folder path diff --git a/flow-plugins/examples/image_server.toml b/flow-plugins/examples/image_server.toml deleted file mode 100644 index a3bcc88..0000000 --- a/flow-plugins/examples/image_server.toml +++ /dev/null @@ -1,15 +0,0 @@ -main = "image" - -[[graphs]] -name = "image" -connections = [{ cap=16, ports=["server:inp", "server:out"] }] - - # ImageServer: - # @inp: input port, message format: JSON string (python) if response format is json - # dict { 'data': } (pyobject) if response is image - # @out: output port, message format: dict { 'data': , 'extra_data': } (pyobject) - [[graphs.nodes]] - name = "server" - ty = "ImageServer" - port = 3030 # int, the port on which server will listen - response = "image" # json | image, which means response format diff --git a/flow-plugins/examples/video_input.toml b/flow-plugins/examples/video_input.toml deleted file mode 100644 index 3ab6657..0000000 --- a/flow-plugins/examples/video_input.toml +++ /dev/null @@ -1,31 +0,0 @@ -main = "input_video" - -[[graphs]] -name = "subgraph" -inputs = [{name="inp", cap=16, ports=["trans:inp"]}] -outputs = [{name="out", cap=16, ports=["trans:out"]}] - - [[graphs.nodes]] - name = "trans" - ty = "Transform" - -[[graphs]] -name = "video" -connections = [ - { cap=16, ports=["server:inp", "trans:out"] }, - { cap=16, ports=["server:out", "trans:inp"] } -] - - # VideoInput: - # @inp: input port, message format: Any - # @out: output port, message format: dict { 'data': } (pyobject) - [[graphs.nodes]] - name = "server" - ty = "VideoInput" - urls = ["1.ts", "2.ts"] # video urls - repeat = 10 # repeat times - # just an example, which can not run because of invalid message format - [[graphs.nodes]] - name = "trans" - ty = "subgraph" - diff --git a/flow-plugins/examples/video_server.toml b/flow-plugins/examples/video_server.toml deleted file mode 100644 index e2c5feb..0000000 --- a/flow-plugins/examples/video_server.toml +++ /dev/null @@ -1,31 +0,0 @@ -main = "video" - -[[graphs]] -name = "subgraph" -inputs = [{name="inp", cap=16, ports=["trans:inp"]}] -outputs = [{name="out", cap=16, ports=["trans:out"]}] - - [[graphs.nodes]] - name = "trans" - ty = "Transform" - -[[graphs]] -name = "video" -connections = [ - { cap=16, ports=["server:inp", "trans:out"] }, - { cap=16, ports=["server:out", "trans:inp"] } -] - - # VideoServer: - # @inp: input port, message format: JSON string (pyobject) - # @out: output port, message format: dict { 'data': } (pyobject) - [[graphs.nodes]] - name = "server" - ty = "VideoServer" - port = 8080 # int, the port on which server will listen - # just an example, which can not run because of invalid message format - [[graphs.nodes]] - name = "trans" - ty = "subgraph" - - diff --git a/flow-plugins/src/image_input.rs b/flow-plugins/src/image_input.rs deleted file mode 100644 index 5afea92..0000000 --- a/flow-plugins/src/image_input.rs +++ /dev/null @@ -1,110 +0,0 @@ -/** - * \file flow-plugins/src/image_input.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use flow_rs::prelude::*; -use futures_util::join; -use image::io::Reader as ImageReader; -use numpy::ToPyArray; -use pyo3::prelude::*; -use pyo3::types::IntoPyDict; -use std::fs; -use std::path::Path; -use toml::value::Table; - -#[inputs(inp)] -#[outputs(out)] -#[derive(Node, Actor)] -struct ImageInput { - urls: Vec, -} - -impl ImageInput { - fn new(_: String, args: &Table) -> ImageInput { - ImageInput { - urls: args["urls"] - .as_array() - .expect("expect string array for urls") - .iter() - .map(|n| n.as_str().unwrap().to_owned()) - .collect(), - inp: Default::default(), - out: Default::default(), - } - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - let out = std::mem::take(&mut self.out); - let urls = std::mem::take(&mut self.urls); - let decode = rt::task::spawn(async move { - let mut partial_id = 0u64; - for path in &urls { - if Path::new(&path).is_dir() { - match fs::read_dir(&path) { - Err(why) => { - println!("{:?}", why.kind()); - break; - } - Ok(dirs) => { - for dir in dirs { - let filepath = &dir.unwrap().path(); - if Path::new(&filepath).is_file() { - // skip sub directory - let decode_img = ImageReader::open(&filepath) - .unwrap() - .decode() - .expect("decode image fail"); - let img = decode_img.into_bgr8(); - - let pyobject: PyObject = - Python::with_gil(|py| -> PyResult<_> { - let data = img.as_raw(); - let ndarray = data.to_pyarray(py).reshape([ - img.height() as usize, - img.width() as usize, - 3, - ])?; - - Ok([ - ("data", ndarray.to_object(py)), - ( - "extra_data", - Path::new(&filepath).file_stem().to_object(py), - ), - ] - .into_py_dict(py) - .into()) - }) - .unwrap(); - - let mut envelope = Envelope::new(pyobject); - envelope.info_mut().partial_id = Some(partial_id); - partial_id += 1; - out.send(envelope).await.ok(); - } - } - } - } - } - } - }); - - let inp = std::mem::take(&mut self.inp); - let receiver = - rt::task::spawn(async move { while inp.recv::().await.is_ok() {} }); - - join!(receiver, decode); - Ok(()) - } -} - -node_register!("ImageInput", ImageInput); diff --git a/flow-plugins/src/image_server.rs b/flow-plugins/src/image_server.rs deleted file mode 100644 index a5c39c9..0000000 --- a/flow-plugins/src/image_server.rs +++ /dev/null @@ -1,164 +0,0 @@ -/** - * \file flow-plugins/src/image_server.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::utils::bare_json::BareJson; -use crate::utils::either::Either; -use crate::utils::error::reject_cause; -use crate::utils::image::Image; -use anyhow::Result; -use flow_rs::prelude::*; -use flow_rs::rt::sync::Mutex; -use futures_util::join; -use numpy::ToPyArray; -use pyo3::prelude::*; -use pyo3::types::{IntoPyDict, PyDict}; -use rweb::*; -use std::collections::HashMap; -use std::sync::atomic::{AtomicU64, Ordering}; -use std::sync::Arc; -use toml::value::Table; - -#[inputs(inp)] -#[outputs(out)] -#[derive(Node, Actor)] -struct ImageServer { - port: u16, - ty: RespTy, -} - -type Mapping = HashMap>; - -#[derive(Copy, Clone)] -enum RespTy { - Image, - Json, -} - -#[derive(Clone)] -struct State { - ty: RespTy, - mapping: Arc>, - out: Sender, - counter: Arc, -} - -#[post("/analyze/{extra_data}")] -#[openapi(summary = "analyze an image")] -async fn analyze( - #[data] state: State, - img: Image, - extra_data: String, -) -> Result, Rejection> { - let img = img.into_bgr8(); - let id = state.id(); - - let pyobject: PyObject = Python::with_gil(|py| -> PyResult<_> { - let data = img.as_raw(); - let ndarray = - data.to_pyarray(py) - .reshape([img.height() as usize, img.width() as usize, 3])?; - - Ok([ - ("data", ndarray.to_object(py)), - ("extra_data", extra_data.to_object(py)), - ] - .into_py_dict(py) - .into()) - }) - .map_err(reject_cause)?; - - let r = { - let (s, r) = oneshot::channel(); - state.mapping.lock().await.insert(id, s); - let envelope = Envelope::with_info( - pyobject, - EnvelopeInfo { - partial_id: Some(id), - ..Default::default() - }, - ); - state.out.send(envelope).await.ok(); - r - }; - let message = r.await.map_err(reject_cause)?; - match state.ty { - RespTy::Image => Python::with_gil(|py| -> PyResult<_> { - let dict: &PyDict = message.extract(py)?; - flow_rs::helper::uget_slice(py, dict.get_item("data").expect("error key")) - }) - .map_err(reject_cause) - .map(|data| Image::from_raw(img.width(), img.height(), &data).unwrap()) - .map(Either::Left), - RespTy::Json => Python::with_gil(|py| message.extract::(py)) - .map_err(reject_cause) - .map(BareJson::new) - .map(Either::Right), - } -} - -impl ImageServer { - fn new(_: String, args: &Table) -> ImageServer { - let response = args.get("response").map(|resp| resp.as_str()).flatten(); - ImageServer { - ty: if response == Some("json") { - RespTy::Json - } else { - RespTy::Image - }, - port: args["port"] - .as_integer() - .expect("expect args[port] in node[ImageServer]") - .to_owned() as u16, - inp: Default::default(), - out: Default::default(), - } - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - let state = State::new(self.ty, std::mem::take(&mut self.out)); - let mapping = state.mapping.clone(); - let inp = std::mem::take(&mut self.inp); - - let (spec, filter) = openapi::spec().build(move || analyze(state)); - - join! { - serve(filter.or(openapi_docs(spec))).run(([0, 0, 0, 0], self.port)), - async move { - while let Ok(mut msg) = inp.recv::().await { - let id = msg.info().partial_id.expect("partial_id required by image_server"); - let msg = msg.unpack(); - let mut mapping = mapping.lock().await; - if let Some(sender) = mapping.remove(&id) { - sender.send(msg).ok(); - } - } - } - }; - Ok(()) - } -} - -node_register!("ImageServer", ImageServer); - -impl State { - fn new(ty: RespTy, out: Sender) -> State { - State { - ty, - mapping: Default::default(), - out, - counter: Arc::new(AtomicU64::new(0)), - } - } - fn id(&self) -> u64 { - self.counter.fetch_add(1, Ordering::Relaxed) - } -} diff --git a/flow-plugins/src/lib.rs b/flow-plugins/src/lib.rs deleted file mode 100644 index 4da368f..0000000 --- a/flow-plugins/src/lib.rs +++ /dev/null @@ -1,22 +0,0 @@ -/** - * \file flow-plugins/src/lib.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod image_input; -mod image_server; - -mod utils; -mod video_input; -mod video_server; - -#[doc(hidden)] -pub fn export() { - pyo3::prepare_freethreaded_python(); - pretty_env_logger::init(); -} diff --git a/flow-plugins/src/utils/bare_json.rs b/flow-plugins/src/utils/bare_json.rs deleted file mode 100644 index 13f30c8..0000000 --- a/flow-plugins/src/utils/bare_json.rs +++ /dev/null @@ -1,64 +0,0 @@ -/** - * \file flow-plugins/src/utils/bare_json.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use headers::{ContentType, HeaderMapExt}; -use indexmap::IndexMap; -use mime::Mime; -use rweb::openapi::*; -use rweb::*; -use std::borrow::Cow; -use std::str::FromStr; - -#[derive(Schema)] -pub(crate) struct BareJson { - inner: String, -} - -impl BareJson { - pub fn new(inner: String) -> BareJson { - BareJson { inner } - } -} - -impl ResponseEntity for BareJson { - fn describe_responses() -> Responses { - let mut resps = IndexMap::new(); - - let mut content = IndexMap::new(); - content.insert( - Cow::Borrowed("application/json"), - MediaType { - schema: Some(ObjectOrReference::Object(Self::describe())), - examples: None, - encoding: Default::default(), - }, - ); - - resps.insert( - Cow::Borrowed("200"), - Response { - content, - ..Default::default() - }, - ); - resps - } -} - -impl Reply for BareJson { - #[inline] - fn into_response(self) -> reply::Response { - let mut resp = reply::Response::new(self.inner.into()); - resp.headers_mut().typed_insert(ContentType::from( - Mime::from_str("application/json").unwrap(), - )); - resp - } -} diff --git a/flow-plugins/src/utils/codec.rs b/flow-plugins/src/utils/codec.rs deleted file mode 100644 index 036bea1..0000000 --- a/flow-plugins/src/utils/codec.rs +++ /dev/null @@ -1,104 +0,0 @@ -/** - * \file flow-plugins/src/utils/codec.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use ffmpeg_next::format::{input, Pixel}; -use ffmpeg_next::media::Type; -use ffmpeg_next::software::scaling::{context::Context, flag::Flags}; -use ffmpeg_next::util::frame::video::Video; -use flow_rs::prelude::*; -use numpy::ToPyArray; -use pyo3::prelude::*; -use pyo3::types::IntoPyDict; -use std::path::Path; -use std::sync::Once; - -static ONCE_INIT: Once = Once::new(); - -pub fn decode_video( - id: u64, - path: impl AsRef, - sender: &Sender, -) -> Result<(), ffmpeg_next::Error> { - ONCE_INIT.call_once(|| { - ffmpeg_next::init().unwrap(); - }); - - let mut ictx = input(&path)?; - - let input = ictx - .streams() - .best(Type::Video) - .ok_or(ffmpeg_next::Error::StreamNotFound)?; - - let video_stream_index = input.index(); - - let mut decoder = input.codec().decoder().video()?; - - let mut scaler = Context::get( - decoder.format(), - decoder.width(), - decoder.height(), - Pixel::BGR24, - decoder.width(), - decoder.height(), - Flags::BILINEAR, - )?; - - let mut fid = 0; - - 'main: for (stream, packet) in ictx.packets() { - if stream.index() == video_stream_index { - decoder.send_packet(&packet)?; - - let mut decoded = Video::empty(); - - while decoder.receive_frame(&mut decoded).is_ok() { - let mut bgr_frame = Video::empty(); - scaler.run(&decoded, &mut bgr_frame)?; - - let ndarray = Python::with_gil(|py| -> PyResult<_> { - let data = bgr_frame.data(0); - let ndarray = data.to_pyarray(py).reshape([ - bgr_frame.height() as usize, - bgr_frame.stride(0) / 3, - 3, - ])?; - - Ok([("data", ndarray.to_object(py))] - .into_py_dict(py) - .to_object(py)) - }) - .unwrap(); - - let envelope = Envelope::with_info( - ndarray, - EnvelopeInfo { - from_addr: Some(id), - partial_id: Some(fid), - ..Default::default() - }, - ); - let ret = flow_rs::rt::task::block_on(async { sender.send(envelope).await }); - fid += 1; - - if matches!(ret, Err(_)) { - break 'main; - } - } - } - } - - decoder.send_eof()?; - - let mut decoded = Video::empty(); - while decoder.receive_frame(&mut decoded).is_ok() {} - - Ok(()) -} diff --git a/flow-plugins/src/utils/either.rs b/flow-plugins/src/utils/either.rs deleted file mode 100644 index 90e6544..0000000 --- a/flow-plugins/src/utils/either.rs +++ /dev/null @@ -1,58 +0,0 @@ -/** - * \file flow-plugins/src/utils/either.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use rweb::openapi::{ResponseEntity, Responses}; -use rweb::*; - -#[derive(Schema)] -pub(crate) enum Either { - Left(L), - Right(R), -} - -impl Reply for Either -where - L: Reply, - R: Reply, -{ - #[inline] - fn into_response(self) -> reply::Response { - match self { - Either::Left(l) => l.into_response(), - Either::Right(r) => r.into_response(), - } - } -} - -impl ResponseEntity for Either -where - L: ResponseEntity, - R: ResponseEntity, -{ - fn describe_responses() -> Responses { - let mut lresps = L::describe_responses(); - let rresps = R::describe_responses(); - - for (k, rresp) in &rresps { - if lresps.contains_key(k) { - let lresp = lresps.get_mut(k).unwrap(); - for (k, v) in &rresp.content { - if !lresp.content.contains_key(k) { - lresp.content.insert(k.clone(), v.clone()); - } - } - } else { - lresps.insert(k.clone(), rresp.clone()); - } - } - - lresps - } -} diff --git a/flow-plugins/src/utils/error.rs b/flow-plugins/src/utils/error.rs deleted file mode 100644 index a30c420..0000000 --- a/flow-plugins/src/utils/error.rs +++ /dev/null @@ -1,39 +0,0 @@ -/** - * \file flow-plugins/src/utils/error.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use std::fmt::Debug; - -use rweb::Rejection; - -#[derive(Debug)] -struct RejectCause -where - T: 'static + Debug + Send + Sync, -{ - err: T, -} - -impl rweb::reject::Reject for RejectCause where T: 'static + Debug + Send + Sync {} - -impl From for RejectCause -where - T: 'static + Debug + Send + Sync, -{ - fn from(err: T) -> Self { - RejectCause { err } - } -} - -pub fn reject_cause(err: T) -> Rejection -where - T: 'static + Debug + Send + Sync, -{ - rweb::reject::custom(RejectCause::from(err)) -} diff --git a/flow-plugins/src/utils/image.rs b/flow-plugins/src/utils/image.rs deleted file mode 100644 index c9fbb6f..0000000 --- a/flow-plugins/src/utils/image.rs +++ /dev/null @@ -1,150 +0,0 @@ -/** - * \file flow-plugins/src/utils/image.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use flow_rs::rt::io::prelude::WriteExt; -use futures_util::{pin_mut, StreamExt}; -use headers::{AcceptRanges, ContentLength, ContentType, HeaderMapExt}; -use hyper::Body; -use image::GenericImageView; -use indexmap::IndexMap; -use std::borrow::Cow; -use std::io::Cursor; -use std::ops::Deref; -use std::str::FromStr; - -use super::error::reject_cause; - -use mime::Mime; -use rweb::openapi::{ - Entity, MediaType, ObjectOrReference, Response, ResponseEntity, Responses, Schema, Type, -}; -use rweb::*; - -pub struct Image(image::DynamicImage); - -impl Image { - pub fn into_bgr8(self) -> image::ImageBuffer, Vec> { - self.0.into_bgr8() - } - - pub fn from_raw(w: u32, h: u32, buf: &[u8]) -> Option { - let mut owned = vec![]; - owned.extend_from_slice(buf); - image::ImageBuffer::from_raw(w, h, owned) - .map(|buf| Image(image::DynamicImage::ImageBgr8(buf))) - } -} - -impl Entity for Image { - fn describe() -> Schema { - Schema { - description: Cow::Borrowed("image"), - schema_type: Some(Type::String), - format: Cow::Borrowed("binary"), - ..Default::default() - } - } -} - -impl ResponseEntity for Image { - fn describe_responses() -> Responses { - let mut resps = IndexMap::new(); - - let mut content = IndexMap::new(); - content.insert( - Cow::Borrowed("image/jpeg"), - MediaType { - schema: Some(ObjectOrReference::Object(Self::describe())), - examples: None, - encoding: Default::default(), - }, - ); - - resps.insert( - Cow::Borrowed("200"), - Response { - content, - ..Default::default() - }, - ); - resps - } -} - -impl Deref for Image { - type Target = image::DynamicImage; - - fn deref(&self) -> &Self::Target { - &self.0 - } -} - -impl FromRequest for Image { - type Filter = rweb::filters::BoxedFilter<(Image,)>; - - fn is_body() -> bool { - true - } - - fn content_type() -> &'static str { - "image/*" - } - - fn new() -> Self::Filter { - rweb::header::("content-type") - .and(filters::body::stream()) - .and_then(extract_image) - .boxed() - } -} - -impl Reply for Image { - #[inline] - fn into_response(self) -> reply::Response { - use image::codecs::jpeg::JpegEncoder as Encoder; - let mut buf = vec![]; - let mut encoder = Encoder::new(&mut buf); - encoder - .encode(self.as_bytes(), self.width(), self.height(), self.color()) - .unwrap(); - let len = buf.len(); - let mut resp = reply::Response::new(Body::from(buf)); - - resp.headers_mut().typed_insert(ContentLength(len as u64)); - resp.headers_mut() - .typed_insert(ContentType::from(Mime::from_str("image/jpeg").unwrap())); - resp.headers_mut().typed_insert(AcceptRanges::bytes()); - - resp - } -} - -async fn extract_image( - mime: Mime, - body: impl Stream>, -) -> Result { - if mime == mime::IMAGE_STAR { - let mut buf = Vec::with_capacity(1024 * 1024 * 3); - pin_mut!(body); - while let Some(inner) = body.next().await { - let inner = inner.map_err(reject_cause)?; - buf.write_all(inner.chunk()).await.map_err(reject_cause)?; - } - - use image::io::Reader as ImageReader; - let reader = ImageReader::new(Cursor::new(buf)) - .with_guessed_format() - .map_err(reject_cause)?; - let image = Image(reader.decode().map_err(reject_cause)?); - Ok(image) - } else { - Err(rweb::reject::reject()) - } -} diff --git a/flow-plugins/src/utils/mod.rs b/flow-plugins/src/utils/mod.rs deleted file mode 100644 index a97a27f..0000000 --- a/flow-plugins/src/utils/mod.rs +++ /dev/null @@ -1,17 +0,0 @@ -/** - * \file flow-plugins/src/utils/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -pub mod bare_json; -pub mod codec; -pub mod either; -pub mod error; -pub mod image; -#[allow(dead_code)] -pub mod multipart; diff --git a/flow-plugins/src/utils/multipart.rs b/flow-plugins/src/utils/multipart.rs deleted file mode 100644 index 8f18ee7..0000000 --- a/flow-plugins/src/utils/multipart.rs +++ /dev/null @@ -1,101 +0,0 @@ -/** - * \file flow-plugins/src/utils/multipart.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use mime::Mime; -use rand::distributions::{Alphanumeric, Distribution}; -use std::str::FromStr; - -pub struct MultipartWriter { - inner: W, - boundary: String, - data_written: bool, -} - -impl MultipartWriter { - pub fn new(inner: W) -> Self { - let mut boundary = String::with_capacity(32); - boundary.extend( - Alphanumeric - .sample_iter(rand::thread_rng()) - .take(32) - .map(|c| c as char), - ); - MultipartWriter { - inner, - boundary, - data_written: false, - } - } - - fn get_field_header(&self, name: &str, content_type: &Mime) -> String { - format!( - "--{}\r\nContent-Disposition: attachment; name=\"{}\"\r\nContent-Type: {}\r\n\r\n", - self.boundary, name, content_type - ) - } - - pub fn into_inner(self) -> W { - self.inner - } - - pub fn header(&self) -> Mime { - Mime::from_str(format!("multipart/form-data; boundary={}", self.boundary).as_str()).unwrap() - } -} - -impl MultipartWriter { - fn write_field_header(&mut self, name: &str, content_type: &Mime) -> std::io::Result<()> { - let mut header = std::io::Cursor::new(self.get_field_header(name, content_type)); - std::io::copy(&mut header, &mut self.inner)?; - self.data_written = true; - Ok(()) - } - - pub fn write_field_with( - &mut self, - name: &str, - content_type: &Mime, - f: F, - ) -> std::io::Result<&mut Self> - where - F: Fn(&mut W) -> std::io::Result<()>, - { - self.write_field_header(name, content_type)?; - f(&mut self.inner)?; - self.inner.write_all(b"\r\n")?; - Ok(self) - } - - pub fn write_field( - &mut self, - name: &str, - content_type: &Mime, - mut contents: R, - ) -> std::io::Result<&mut Self> { - self.write_field_header(name, content_type)?; - std::io::copy(&mut contents, &mut self.inner)?; - self.inner.write_all(b"\r\n")?; - Ok(self) - } - - pub fn write_text(&mut self, name: &str, text: &str) -> std::io::Result<&mut Self> { - self.write_field(name, &mime::TEXT_PLAIN, text.as_bytes()) - } - - pub fn finish(&mut self) -> std::io::Result<()> { - if self.data_written { - self.inner.write_all(b"--")?; - self.inner.write_all(self.boundary.as_bytes())?; - self.inner.write_all(b"--\r\n")?; - } - self.inner.flush()?; - Ok(()) - } -} diff --git a/flow-plugins/src/video_input.rs b/flow-plugins/src/video_input.rs deleted file mode 100644 index 5890d4f..0000000 --- a/flow-plugins/src/video_input.rs +++ /dev/null @@ -1,99 +0,0 @@ -/** - * \file flow-plugins/src/video_input.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::utils::codec; -use ::log::error; -use anyhow::Result; -use flow_rs::prelude::*; -use futures_util::future::join_all; -use serde::Serialize; -use std::path::Path; -use toml::value::Table; - -#[inputs(inp:dyn)] -#[outputs(out:dyn)] -#[derive(Node, Default)] -struct VideoInput { - urls: Vec, - repeat: u32, -} - -#[derive(Serialize)] -struct VideoDescp { - id: u64, - url: String, -} - -impl VideoInput { - fn new(_: String, args: &Table) -> VideoInput { - VideoInput { - urls: args["urls"] - .as_array() - .expect("expect string array for urls") - .iter() - .map(|n| n.as_str().unwrap().to_owned()) - .collect(), - repeat: args["repeat"] - .as_integer() - .expect("expect args[repeat] in node[VideoInput]") - .to_owned() as u32, - ..Default::default() - } - } -} - -node_register!("VideoInput", VideoInput); - -impl Actor for VideoInput { - fn start( - mut self: Box, - _: Context, - resources: ResourceCollection, - ) -> rt::task::JoinHandle<()> { - rt::task::spawn(async move { - let mut recv_conns = vec![]; - - let mut id = 0u64; - for _ in 0..self.repeat { - for url in self.urls.iter() { - if Path::new(&url).is_file() { - id += 1; - // create multiple stream - self.out - .create(id.to_owned(), resources.clone()) - .await - .expect("broker has closed"); - let (_, port) = self.out.fetch().await.expect("broker has closed"); - let url_cloned = url.clone(); - let port_cloned = port.clone(); - flow_rs::rt::task::spawn_blocking( - move || -> Result<(), ffmpeg_next::Error> { - if let Err(err) = codec::decode_video(id, &url_cloned, &port_cloned) - { - error!("video[{}] {} decode fault: {:?}", id, url_cloned, err); - Err(err) - } else { - port_cloned.close(); - Ok(()) - } - }, - ); - - // recv streams - let (_, port) = self.inp.fetch().await.unwrap(); - recv_conns.push(async move { while port.recv_any().await.is_ok() {} }); - } - } - } - - join_all(recv_conns).await; - }) - } -} diff --git a/flow-plugins/src/video_server.rs b/flow-plugins/src/video_server.rs deleted file mode 100644 index 4a41d5c..0000000 --- a/flow-plugins/src/video_server.rs +++ /dev/null @@ -1,230 +0,0 @@ -/** - * \file flow-plugins/src/video_server.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::utils::codec; -use super::utils::error; -use ::log::error; -use anyhow::Result; -use flow_rs::prelude::*; -use flow_rs::rt::sync::Mutex; -use futures_util::{pin_mut, select, stream::FuturesUnordered, FutureExt, StreamExt}; -use pyo3::prelude::*; -use rweb::*; -use serde::Serialize; -use std::collections::HashMap; -use std::sync::atomic::{AtomicU64, Ordering}; -use std::sync::Arc; -use toml::value::Table; - -type RwebResult = Result; - -#[inputs(inp:dyn)] -#[outputs(out:dyn)] -#[derive(Node, Actor, Default)] -struct VideoServer { - port: u16, - resources: Option, -} - -#[derive(Serialize)] -struct VideoDescp { - id: u64, - url: String, -} - -#[derive(Clone)] -struct State { - mapping: Arc>>, - sender: flow_rs::rt::channel::Sender<(u64, String, oneshot::Sender)>, - counter: Arc, -} - -struct Messages { - mapping: HashMap>, -} - -type MessagesWithLock = Arc>; - -#[post("/start/{url}")] -#[openapi(summary = "start a video stream")] -async fn start(#[data] state: State, url: String) -> RwebResult { - let id = state.id(); - let (s, r) = oneshot::channel(); - state.sender.send((id, url, s)).await.ok(); - r.await.unwrap() -} - -#[post("/stop/{id}")] -#[openapi(summary = "stop a video stream by id")] -async fn stop(#[data] state: State, id: u64) -> RwebResult { - if let Some((_, sender)) = state.mapping.lock().await.remove(&id) { - sender.close(); - Ok(format!("stop stream {} success", id)) - } else { - Err(reject::not_found()) - } -} - -#[get("/list")] -#[openapi(summary = "list all video streams")] -async fn list(#[data] state: State) -> Result { - let mapping = state.mapping.lock().await; - let mut videos = vec![]; - for (descp, _) in mapping.values() { - videos.push(descp); - } - Ok(rweb::reply::json(&videos)) -} - -#[get("/get_msgs/{id}")] -#[openapi(summary = "get messages from video analyze by id")] -async fn get_msgs(#[data] messages: MessagesWithLock, id: u64) -> Result { - let mut messages = messages.lock().await; - if let Some(messages) = messages.mapping.get_mut(&id) { - let ret = Ok(rweb::reply::json(messages)); - messages.clear(); - ret - } else { - Err(reject::not_found()) - } -} - -impl VideoServer { - fn new(_: String, args: &Table) -> VideoServer { - VideoServer { - port: args["port"] - .as_integer() - .expect("expect args[port] in node[VideoServer]") - .to_owned() as u16, - ..Default::default() - } - } - - async fn initialize(&mut self, resources: ResourceCollection) { - self.resources = Some(resources); - } - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &flow_rs::graph::Context) -> Result<()> { - let (s, r) = flow_rs::rt::channel::unbounded(); - let state = State::new(s); - let mapping = state.mapping.clone(); - let messages = Messages::new().with_lock(); - let messages_cloned = messages.clone(); - - let (spec, filter) = openapi::spec().build(move || { - start(state.clone()) - .or(stop(state.clone())) - .or(list(state)) - .or(get_msgs(messages_cloned)) - }); - - let mut recv_msgs = FuturesUnordered::new(); - let mut recv_conns = FuturesUnordered::new(); - let mut spawn_decode = FuturesUnordered::new(); - let listen = serve(filter.or(openapi_docs(spec))) - .run(([0, 0, 0, 0], self.port)) - .fuse(); - recv_conns.push(self.inp.fetch()); - spawn_decode.push(r.recv()); - - pin_mut!(listen); - - loop { - select! { - // server listen - _ = listen => break, - // spawn task to wait message from subgraph - conns = recv_conns.select_next_some() => { - if let Ok((id, port)) = conns { - let messages = messages.clone(); - recv_msgs.push(async move { - while let Ok(mut msg) = port.recv().await { - let messages_map = &mut messages.lock().await.mapping; - let messages = messages_map.entry(id).or_default(); - let msg = Python::with_gil(|py| -> PyResult<_> { - let msg: PyObject = msg.unpack(); - let msg = msg.as_ref(py).extract()?; - Ok(msg) - }).expect("plugin[VideoServier] only support python string as input"); - messages.push(msg); - } - }); - recv_conns.push(self.inp.fetch()); - } - }, - // wait message from subgraph - _ = recv_msgs.select_next_some() => {}, - // spawn subgraph - ret = spawn_decode.select_next_some() => { - if let Ok((id, url, waker)) = ret { - self.out.create(id, self.resources.clone().unwrap()).await.expect("broker has closed"); - let (_, port) = self.out.fetch().await.expect("broker has closed"); - let url = urlencoding::decode(&url).unwrap().into_owned(); - let url_cloned = url.clone(); - let port_cloned = port.clone(); - let handle = flow_rs::rt::task::spawn_blocking(move || -> Result<(), ffmpeg_next::Error> { - if let Err(err) = codec::decode_video(id, &url_cloned, &port_cloned) { - error!("video[{}] {} decode fault: {:?}", id, url_cloned, err); - Err(err) - } else { - port_cloned.close(); - Ok(()) - } - }); - match flow_rs::rt::future::timeout(std::time::Duration::from_millis(200), handle).await { - Ok(ret) => match ret { - Ok(_) => { - mapping.lock().await.insert(id, (VideoDescp { id, url }, port)); - waker.send(Ok(format!("start stream whose id is {}", id))).ok() - } - Err(err) => waker.send(Err(error::reject_cause(err))).ok(), - }, - Err(_) => { - mapping.lock().await.insert(id, (VideoDescp { id, url }, port)); - waker.send(Ok(format!("start stream whose id is {}", id))).ok() - } - }; - spawn_decode.push(r.recv()); - } - }, - } - } - - Ok(()) - } -} - -node_register!("VideoServer", VideoServer); - -impl State { - fn new( - sender: flow_rs::rt::channel::Sender<(u64, String, oneshot::Sender)>, - ) -> State { - State { - mapping: Default::default(), - sender, - counter: Arc::new(AtomicU64::new(0)), - } - } - fn id(&self) -> u64 { - self.counter.fetch_add(1, Ordering::Relaxed) - } -} - -impl Messages { - fn new() -> Messages { - Messages { - mapping: Default::default(), - } - } - fn with_lock(self) -> MessagesWithLock { - Arc::new(Mutex::new(self)) - } -} diff --git a/flow-python/.gitattributes b/flow-python/.gitattributes deleted file mode 100644 index e69de29..0000000 diff --git a/flow-python/examples/cat_finder/README.md b/flow-python/examples/cat_finder/README.md deleted file mode 100644 index 1d50aa9..0000000 --- a/flow-python/examples/cat_finder/README.md +++ /dev/null @@ -1,157 +0,0 @@ -# 猫猫围栏 - -## 一、功能概述 -注册的猫猫离开围栏，会收到一条告警信息。未注册的不会报警。 CPU 配置已提供，没有 GPU 也可以运行。 - -## 二、[模型和自测数据下载](../../../docs/download-models.zh.md) - -## 三、软件安装 - -启动 redis-server -```bash -$ sudo apt install redis-server -$ redis-server & -... -756417:M 18 Aug 2021 17:46:14.641 * Ready to accept connections -``` - -安装 megengine（1.6.0 引入 lite 接口，简化推理并提供模型加密方案） -```bash -$ conda activate py38 -$ python3 -m pip install --upgrade pip -$ python3 -m pip install megengine==1.6.0rc1 -f https://megengine.org.cn/whl/mge.html -$ python3 -... ->>> import megengine as mge ->>> mge.__version__ -'1.6.0' -``` - -**此处 30xx 卡常见问题**：Ampere 架构的卡安装 megengine，需要看这个 [issue](https://github.com/MegEngine/MegEngine/issues/212)。解决 30xx 强依赖 cuda11 而 mge 又无法分发（EAR 约束）的问题。 - -## 四、图片注册 - -启动图片服务 -```bash -$ cd flow-python/examples -$ pip3 install -r requires.txt -$ run_with_plugins -c cat_finder/image_gpu.toml -p cat_finder # 有 GPU 的机器执行这个 -$ run_with_plugins -c cat_finder/image_cpu.toml -p cat_finder # 无 GPU 的 laptop 执行这句 -``` - -现在 8081 端口部署了“猫体注册”服务，只需要打开浏览器上传图片、猫咪名称即可。`cat_finder/image_gpu.toml` 详细解释见 [how-to-add-graph](../../../docs/how-to-add-my-service/appendix-A-graph-definition.zh.md) 。这里只需要浏览器打开主机所在 8081 端口服务（如 http://127.0.0.1:8081/docs ）。 - -![](images/cat_finder_image_select.jpg) - -测试图片在软链接后的 `models/cat_finder_testdata` 目录。打开浏览器 UI 中选择图片、填写名称，提交即可。成功后 -* 用 redis-cli `keys *`可查到对应 BASE64 特征 -* 前端展示检测框 - -![](images/cat_finder_image_result.jpg) - -**此处 wsl2 常见问题**：win10 wsl2 用 127.0.0.1 地址打不开服务，**注意 127 是指物理机， wsl2 运行的是虚拟机**，需要 `wsl -- ifconfig` 获取 ip，后面都用虚拟机的 ip。 - -**此处 docker 常见问题**：服务部署在 docker 里、客户端无法直连，这里提供一些方法： - -1） 运行时容器使用端口映射。例如把内部容器的 8081 映射成外部物理机的 18081、把 8082 映射成 18082 -```bash -$ docker run -p 18081:8081 -p 18082:8082 -it ubuntu /bin/bash -``` -此时用`docker ps`可以看到 PORTS 映射关系 -```bash -$ docker ps -CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES -d4b5b563051e ubuntu "/bin/bash" 9 seconds ago Up 8 seconds 0.0.0.0:18081->8081/tcp, :::18081->8081/tcp, 0.0.0.0:18082->8082/tcp, :::18082->8082/tcp nostalgic_swartz - -``` -浏览器打开宿主机的 ip:18081 端口即可使用 - -2）在容器内用 `cURL` 发 HTTP POST 请求，不再用 web UI -```bash -$ curl http://127.0.0.1:8081/analyze/my_cat_name -X POST --header "Content-Type:image/*" --data-binary @test.jpeg --output out.jpg -``` -`my_cat_name` 是注册的猫咪名称；`test.jpeg` 是测试图片；`output.jpg` 是返回的可视化图片。 - -3）Python 提供了调用参照 [image_client.py](../../examples/misc/image_client.py) - -## 五、准备视频识别 - -启动解析服务 -```bash -$ cd flow-python/examples -$ run_with_plugins -c cat_finder/video_gpu.toml -p cat_finder # 有 GPU 的机器 -$ run_with_plugins -c cat_finder/video_cpu.toml -p cat_finder # 无 GPU 的设备用这句 -``` -浏览器打开 8082 端口服务（如 http://127.0.0.1:8082/docs ，注意区分物理机和虚拟机的对应 ip） - -![](images/cat_finder_video_select.jpg) - -可以看到 MegFlow 提供了 4 个 API：启/停一路解析、消费当前解析结果、列出所有信息。 - -开启一路视频流解析需要流的 url，这里有两种方法： - -1）准备一个 rtsp 视频流地址，做测试输入（流地址部署不方便，也可以直接用离线文件的绝对路径代替）。模型包目录提供了测试视频，在 `models/cat_finder_testdata`，需要用户自行部署 live555 服务。最直接的办法： -```bash -$ wget https://github.com/aler9/rtsp-simple-server/releases/download/v0.17.2/rtsp-simple-server_v0.17.2_linux_amd64.tar.gz -$ -$ tar xvf rtsp-simple-server_v0.17.2_linux_amd64.tar.gz && ./rtsp-simple-server -$ ffmpeg -re -stream_loop -1 -i ${models}/cat_finder_testdata/test1.ts -c copy -f rtsp rtsp://127.0.0.1:8554/test1.ts -``` - -* 想用 laptop/树莓派摄像头可搜索 Camera 推流教程 -* 也可以手机拍摄视频，再用 ffmpeg 转成 .ts 格式推到 live555 server - -相关教程已整合在 [如何生成自己的 rtsp 流地址](../../../docs/how-to-build-and-run/generate-rtsp.zh.md) 。 - -2）如果 rtsp 流地址部署不方便，也可以直接用离线文件的绝对路径代替，也就是在 WebUI 中输入类似`/mnt/data/stream/file.ts` 的路径。需要自行保证服务器可访问这个文件、并且格式是可以被 ffmpeg 解析的（例如 .ts/.mp4/.h264/.h265）。 - -## 六、视频识别 FAQ - -* 如果用 wsl2 部署，注意区分物理机和虚拟机的 ip -* 如果服务部署在 docker 里，同样可以把 8082 端口映射到宿主机端口 - -## 七、运行 - -### 1）WebUI 方式 - -`try it out` 其中的 `/start/{url}` 接口，输入 rtsp 地址（如“rtsp://127.0.0.1:8554/test1.ts”或者“/home/name/file.mp4”），会返回 stream_id（例如 0）。 - -* 服务将打印相关日志 - -```bash -2021-08-30 15:17:30.361 | DEBUG | cat_finder.shaper:exec:82 - shaper recv failed_ids [1] -2021-08-30 15:17:31.760 | DEBUG | warehouse.detection_yolox.lite:inference:157 - YOLOX infer time: 0.4643s -2021-08-30 15:17:34.094 | INFO | cat_finder.track:exec:27 - stream tracker finish -2021-08-30 15:17:34.094 | INFO | cat_finder.shaper:exec:47 - stream shaper finish -2021-08-30 15:17:34.201 | DEBUG | warehouse.reid_alignedreid.lite:inference:57 - ReID infer time: 0.1072s -2021-08-30 15:17:34.203 | INFO | cat_finder.redis_proxy:search_key:72 - key: b'feature.laohu' dist: 0.7931023836135864 -2021-08-30 15:17:34.203 | INFO | cat_finder.redis_proxy:search_key:72 - key: b'feature.pingai' dist: 0.5928362607955933 -``` - -* 用 stream_id 做 `/get_msgs/{id}` 的入参，可拉取这路流的解析结果 -* redis-cli `keys *` 可看到报警信息 -```bash -$ redis-cli -127.0.0.1:6379> keys * -1) "feature.laohu" -2) "notification.cat_finder" -3) "feature.pingai" -``` -用 `rpop notification.cat_finder` 可消费报警消息。 - -### 2）命令行方式 -对应的 `cURL` 命令参考 -```bash -$ curl -X POST 'http://127.0.0.1:8082/start/rtsp%3A%2F%2F127.0.0.1%3A8554%2Ftest1.ts' # start rtsp://127.0.0.1:8554/test1.ts -start stream whose id is 2% -$ curl 'http://127.0.0.1:8082/list' # list all stream -[{"id":1,"url":"rtsp://10.122.101.175:8554/test1.ts"},{"id":0,"url":"rtsp://10.122.101.175:8554/test1.ts"}]% -``` -路径中的 `%2F`、`%3A` 是 [URL](https://www.ietf.org/rfc/rfc1738.txt) 的转义字符 - -### 3）Python 代码方式 -参照 [video_client.py](../../examples/misc/video_client.py) 实现 - -## 八、 Web 实时展示解析结果 - -参考 [tutorial04](../../../docs/how-to-add-my-service/04-web-visualization.zh.md) 操作说明 diff --git a/flow-python/examples/cat_finder/__init__.py b/flow-python/examples/cat_finder/__init__.py deleted file mode 100644 index f57558f..0000000 --- a/flow-python/examples/cat_finder/__init__.py +++ /dev/null @@ -1,10 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 diff --git a/flow-python/examples/cat_finder/det.py b/flow-python/examples/cat_finder/det.py deleted file mode 100644 index bb89a25..0000000 --- a/flow-python/examples/cat_finder/det.py +++ /dev/null @@ -1,84 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import numpy as np -from loguru import logger -from megflow import register -from warehouse.detection_yolox import PredictorLite - - -@register(inputs=['inp'], outputs=['out']) -class Detect: - def __init__(self, name, args): - logger.info("loading YOLOX detection...") - self._tsize = args['tsize'] - self._interval = args['interval'] - self._visualize = args['visualize'] - self.name = name - - # load detect model and warmup - self._predictor = PredictorLite(path=args['path'], - confthre=args['conf'], - nmsthre=args['nms'], - test_size=(self._tsize, self._tsize), - device=args['device'], - device_id=args['device_id']) - warmup_data = np.zeros((224, 224, 3), dtype=np.uint8) - self._predictor.inference(warmup_data) - logger.info(" YOLOX loaded.") - - @staticmethod - def restrict(val, min, max): - assert min < max - if val < min: - val = min - if val > max: - val = max - return val - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - - msg = envelope.msg - msg['items'] = [] - - process = envelope.partial_id % self._interval == 0 - if process: - data = msg['data'] - outputs = self._predictor.inference(data) - # skip if detect nothing - if outputs is not None: - items = [] - - for i in range(outputs.shape[0]): - output = outputs[i] - # if neither cat nor dog, skip - if round(output[6]) != 15 and round(output[6]) != 16: - continue - - item = dict() - item["bbox"] = output[0:4] - item["cls"] = round(output[6]) - item["score"] = output[4] * output[5] - items.append(item) - msg['items'] = items - - # import cv2 - # x = self._predictor.visual(outputs, data) - # name = 'frame{0:07d}.jpg'.format(envelope.partial_id) - # cv2.imwrite(name, x) - - if self._visualize == 1: - msg['data'] = self._predictor.visual(outputs, data) - msg['process'] = process - self.out.send(envelope) diff --git a/flow-python/examples/cat_finder/image_cpu.toml b/flow-python/examples/cat_finder/image_cpu.toml deleted file mode 100644 index 94e188c..0000000 --- a/flow-python/examples/cat_finder/image_cpu.toml +++ /dev/null @@ -1,54 +0,0 @@ -main = "cat_finder_image" - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "reid_image:inp"] }, - { cap = 16, ports = ["reid_image:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] - name = "det" - ty = "Detect" - model = "yolox-s" - conf = 0.25 - nms = 0.45 - tsize = 640 - path = "models/cat_finder_models/yolox_s.mge" - interval = 1 - visualize = 1 - device = "cpu" - device_id = 0 - - [[graphs.nodes]] - name = "reid_image" - ty = "ReIDImage" - path = "models/cat_finder_models/resnet50.mge" - device = "cpu" - device_id = 1 - - [[graphs.nodes]] - name = "redis_proxy" - ty = "RedisProxy" - ip = "127.0.0.1" - port = "6379" - mode = "save" - prefix = "feature." - -[[graphs]] -name = "cat_finder_image" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "ImageServer" - port = 8081 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/cat_finder/image_gpu.toml b/flow-python/examples/cat_finder/image_gpu.toml deleted file mode 100644 index 7f47a27..0000000 --- a/flow-python/examples/cat_finder/image_gpu.toml +++ /dev/null @@ -1,54 +0,0 @@ -main = "cat_finder_image" - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "reid_image:inp"] }, - { cap = 16, ports = ["reid_image:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] - name = "det" - ty = "Detect" - model = "yolox-s" - conf = 0.25 - nms = 0.45 - tsize = 640 - path = "models/cat_finder_models/yolox_s.mge" - interval = 1 - visualize = 1 - device = "gpu" - device_id = 0 - - [[graphs.nodes]] - name = "reid_image" - ty = "ReIDImage" - path = "models/cat_finder_models/resnet50.mge" - device = "gpu" - device_id = 0 - - [[graphs.nodes]] - name = "redis_proxy" - ty = "RedisProxy" - ip = "127.0.0.1" - port = "6379" - mode = "save" - prefix = "feature." - -[[graphs]] -name = "cat_finder_image" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "ImageServer" - port = 8081 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/cat_finder/images/cat_finder_image_result.jpg 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a/flow-python/examples/cat_finder/redis_proxy.py b/flow-python/examples/cat_finder/redis_proxy.py deleted file mode 100644 index b30cac6..0000000 --- a/flow-python/examples/cat_finder/redis_proxy.py +++ /dev/null @@ -1,119 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import base64 -import binascii -import json -import redis -import numpy as np -from loguru import logger -from megflow import register - - -@register(inputs=['inp'], outputs=['out']) -class RedisProxy: - def __init__(self, name, args): - logger.info("init redis pool...") - self.name = name - self._mode = args['mode'] - self._prefix = args['prefix'] - self._db = dict() - - ip = args['ip'] - port = args['port'] - self._pool = redis.ConnectionPool(host=ip, - port=port, - decode_responses=False) - - # save feature with highest detection score - def save_feature(self, r, name, items): - if len(items) == 0: - return None - - score = 0.0 - best_item = None - for item in items: - if item["score"] > score: - best_item = item - score = item["score"] - - assert best_item['feature'] is not None - value = base64.b64encode(best_item['feature'].tobytes()) - - try: - r.set(f'{self._prefix}{name}', value) - except redis.exceptions.ConnectionError as e: - logger.error(str(e)) - return value - - def search_key(self, r, feature): - redis_keys = r.keys(self._prefix + '*') - for key in redis_keys: - if key not in self._db: - try: - value_base64 = r.get(key) - assert value_base64 is not None - self._db[key] = np.frombuffer( - base64.b64decode(value_base64), dtype=np.float32) - except redis.exceptions.ConnectionError as e: - logger.error(str(e)) - except binascii.Error as e: - logger.error(f'decode feature failed, key {key}, reason {str(e)}') - - assert feature is not None - if len(self._db) == 0: - logger.error("feature db empty") - return {} - - min_dist = float("inf") - min_key = '' - for k, v in self._db.items(): - dist = np.linalg.norm(v - feature) - logger.info(f'key: {k} dist: {dist}') - if dist < min_dist: - min_key = k - min_dist = dist - min_key = min_key.decode('utf-8') - - name = min_key.replace(self._prefix, '', 1) - # send notification - r.lpush('notification.cat_finder', f'{name} leaving the room') - return {"name": name, "distance": str(min_dist)} - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - image = envelope.msg - items = image['items'] - assert isinstance(items, list) - - r = redis.Redis(connection_pool=self._pool) - - if self._mode == 'save': - self.save_feature(r, image["extra_data"], items) - - results = [] - for item in items: - result = dict() - result['bbox'] = item['bbox'].tolist() - result['score'] = str(item['score']) - results.append(result) - # self.out.send(envelope.repack(json.dumps(results))) - self.out.send(envelope) - - elif self._mode == 'search': - results = self.search_key(r, image['feature']) - self.out.send(envelope.repack(json.dumps(results))) - - else: - logger.error(f'unknown mode: {self._mode}') - self.out.send(envelope) diff --git a/flow-python/examples/cat_finder/reid_image.py b/flow-python/examples/cat_finder/reid_image.py deleted file mode 100644 index 4205599..0000000 --- a/flow-python/examples/cat_finder/reid_image.py +++ /dev/null @@ -1,52 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import numpy as np -from loguru import logger -from megflow import register - -from warehouse.reid_alignedreid import PredictorLite - - -@register(inputs=['inp'], outputs=['out']) -class ReIDImage: - def __init__(self, name, args): - logger.info("loading Image Reid...") - self.name = name - - # load ReID model and warmup - self._model = PredictorLite(path=args['path'], - device=args['device'], - device_id=args['device_id']) - warmup_data = np.zeros((224, 224, 3), dtype=np.uint8) - self._model.inference(warmup_data) - logger.info("Image Reid loaded.") - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - image = envelope.msg - - data = image['data'] - items = image['items'] - assert isinstance(items, list) - - for item in items: - bbox = item['bbox'] - crop = data[round(bbox[1]):round(bbox[3]), - round(bbox[0]):round(bbox[2])] - - # cv2.imwrite(f'reid_image_{envelope.partial_id}.jpg', crop) - feature = self._model.inference(crop) - item['feature'] = feature - logger.info(f'feature {feature}') - self.out.send(envelope) diff --git a/flow-python/examples/cat_finder/reid_video.py b/flow-python/examples/cat_finder/reid_video.py deleted file mode 100644 index ae2e523..0000000 --- a/flow-python/examples/cat_finder/reid_video.py +++ /dev/null @@ -1,47 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import numpy as np -from loguru import logger -from megflow import register - -from warehouse.reid_alignedreid import PredictorLite - - -@register(inputs=['inp'], outputs=['out']) -class ReIDVideo: - def __init__(self, name, args): - logger.info("loading Video Reid...") - self.name = name - - # load ReID model and warmup - self._model = PredictorLite(path=args['path'], - device=args['device'], - device_id=args['device_id']) - warmup_data = np.zeros((224, 224, 3), dtype=np.uint8) - self._model.inference(warmup_data) - logger.info(" Video Reid loaded.") - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - msg = envelope.msg - - # for crop in image['shaper']: - # cv2.imwrite(f'reid_video_{envelope.partial_id}.jpg', crop) - # logger.info(f'envelope id {envelope.partial_id}') - - msg['features'] = [] - if 'crop' in msg: - msg['feature'] = self._model.inference(msg['crop']) - # logger.info(image['features']) - self.out.send(envelope) diff --git a/flow-python/examples/cat_finder/shaper.py b/flow-python/examples/cat_finder/shaper.py deleted file mode 100644 index 58eb592..0000000 --- a/flow-python/examples/cat_finder/shaper.py +++ /dev/null @@ -1,89 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from loguru import logger -from megflow import register -from warehouse.quality_naive import Quality - - -@register(inputs=['inp'], outputs=['out']) -class Shaper: - def __init__(self, name, args): - self.name = name - self._mode = args['mode'] - self._map = dict() - - def expand(self, box, max_w, max_h, ratio): - l = box[0] - r = box[2] - t = box[1] - b = box[3] - center_x = (l + r) / 2 - center_y = (t + b) / 2 - w_side = (r - l) * ratio / 2 - h_side = (b - t) * ratio / 2 - - l = center_x - w_side - r = center_x + w_side - t = center_y - h_side - b = center_y + h_side - l = max(0, l) - t = max(0, t) - r = min(max_w, r) - b = min(max_h, b) - return int(l), int(t), int(r), int(b) - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - logger.info('stream shaper finish') - # last frame, throw out all cropped image - for id in self._map: - self.out.send(self._map[id]) - self._map.clear() - return - - msg = envelope.msg - - # update the BEST - if 'tracks' in msg: - for track in msg['tracks']: - tid = track['tid'] - box = track['bbox'] - if tid not in self._map: - self._map[tid] = envelope.repack(msg) - - data = msg['data'] - l, t, r, b = self.expand(box, data.shape[1], data.shape[0], 1.1) - crop = data[t:b, l:r] - assert crop is not None - quality = Quality.area(crop) - - if self._mode == 'BEST': - tid_msg = self._map[tid].msg - # save best image - if 'quality' not in tid_msg: - tid_msg['quality'] = -1 - - old_quality = tid_msg['quality'] - if quality > old_quality: - tid_msg['quality'] = quality - tid_msg['crop'] = crop - - if 'failed_ids' in msg: - ids = msg['failed_ids'] - if len(ids) > 0: - logger.debug(f'shaper recv failed_ids {ids}') - - for id in ids: - if id in self._map: - self.out.send(self._map[id]) - self._map.pop(id) diff --git a/flow-python/examples/cat_finder/track.py b/flow-python/examples/cat_finder/track.py deleted file mode 100644 index f4a90ba..0000000 --- a/flow-python/examples/cat_finder/track.py +++ /dev/null @@ -1,38 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from loguru import logger -from megflow import register - -from warehouse.track_iou import Tracker - - -@register(inputs=['inp'], outputs=['out']) -class Track: - def __init__(self, name, _): - self.name = name - self._tracker = Tracker() - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - logger.info('stream tracker finish') - return - - msg = envelope.msg - if msg['process']: - items = msg['items'] - - tracks, failed_ids = self._tracker.track(items) - msg['tracks'] = tracks - msg['failed_ids'] = failed_ids - # logger.debug(f'track output: {tracks}, failed_ids: {failed_ids}') - self.out.send(envelope) diff --git a/flow-python/examples/cat_finder/video_cpu.toml b/flow-python/examples/cat_finder/video_cpu.toml deleted file mode 100644 index 0d8576c..0000000 --- a/flow-python/examples/cat_finder/video_cpu.toml +++ /dev/null @@ -1,66 +0,0 @@ -main = "cat_finder_video" - -[[nodes]] -name = "det" -ty = "Detect" -model = "yolox-s" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/cat_finder_models/yolox_s.mge" -interval = 5 -visualize = 0 -device = "cpu" -device_id = 0 - -[[nodes]] -name = "reid_video" -ty = "ReIDVideo" -path = "models/cat_finder_models/resnet50.mge" -device = "cpu" -device_id = 1 - -[[nodes]] -name = "redis_proxy" -ty = "RedisProxy" -ip = "127.0.0.1" -port = "6379" -mode = "search" -prefix = "feature." - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "track:inp"] }, - { cap = 16, ports = ["track:out", "shaper:inp"] }, - { cap = 16, ports = ["shaper:out", "reid_video:inp"] }, - { cap = 16, ports = ["reid_video:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] - name = "track" - ty = "Track" - - [[graphs.nodes]] - name = "shaper" - ty = "Shaper" - mode = "BEST" - - -[[graphs]] -name = "cat_finder_video" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoServer" - port = 8082 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/cat_finder/video_gpu.toml b/flow-python/examples/cat_finder/video_gpu.toml deleted file mode 100644 index 59622ff..0000000 --- a/flow-python/examples/cat_finder/video_gpu.toml +++ /dev/null @@ -1,66 +0,0 @@ -main = "cat_finder_video" - -[[nodes]] -name = "det" -ty = "Detect" -model = "yolox-s" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/cat_finder_models/yolox_s.mge" -interval = 5 -visualize = 0 -device = "gpu" -device_id = 0 - -[[nodes]] -name = "reid_video" -ty = "ReIDVideo" -path = "models/cat_finder_models/resnet50.mge" -device = "gpu" -device_id = 0 - -[[nodes]] -name = "redis_proxy" -ty = "RedisProxy" -ip = "127.0.0.1" -port = "6379" -mode = "search" -prefix = "feature." - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "track:inp"] }, - { cap = 16, ports = ["track:out", "shaper:inp"] }, - { cap = 16, ports = ["shaper:out", "reid_video:inp"] }, - { cap = 16, ports = ["reid_video:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] - name = "track" - ty = "Track" - - [[graphs.nodes]] - name = "shaper" - ty = "Shaper" - mode = "BEST" - - -[[graphs]] -name = "cat_finder_video" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoServer" - port = 8082 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/cat_finder/video_visualize.toml b/flow-python/examples/cat_finder/video_visualize.toml deleted file mode 100644 index d4e64ee..0000000 --- a/flow-python/examples/cat_finder/video_visualize.toml +++ /dev/null @@ -1,73 +0,0 @@ -main = "cat_finder_video" - -[[nodes]] -name = "det" -ty = "Detect" -model = "yolox-s" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/cat_finder_models/yolox_s.mge" -interval = 5 -visualize = 0 -device = "gpu" -device_id = 0 - -[[nodes]] -name = "reid_video" -ty = "ReIDVideo" -path = "models/cat_finder_models/resnet50.mge" -device = "gpu" -device_id = 0 - -[[nodes]] -name = "redis_proxy" -ty = "RedisProxy" -ip = "127.0.0.1" -port = "6379" -mode = "search" -prefix = "feature." - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out_source", cap = 16, ports = ["redis_proxy:out"] }, { name = "out_hang", cap = 16, ports = ["visualize:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "track:inp"] }, - { cap = 16, ports = ["track:out", "shaper:inp"] }, - { cap = 16, ports = ["shaper:out", "reid_video:inp"] }, - { cap = 16, ports = ["shaper:visualize", "visualize:inp"]}, - { cap = 16, ports = ["reid_video:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] - name = "track" - ty = "Track" - - [[graphs.nodes]] - name = "shaper" - ty = "ShaperVisualize" - mode = "BEST" - - [[graphs.nodes]] - name = "visualize" - ty = "Visualize" - livego_manger_url="http://localhost:8090/control/get?room=megflow-test" - livego_upload_url_template="rtmp://localhost:1935/live/{}" - - -[[graphs]] -name = "cat_finder_video" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out_source"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoServer" - port = 8082 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/cat_finder/visualize/__init__.py b/flow-python/examples/cat_finder/visualize/__init__.py deleted file mode 100644 index 7821200..0000000 --- a/flow-python/examples/cat_finder/visualize/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from .visualize import * -from .shaper_visualize import * diff --git a/flow-python/examples/cat_finder/visualize/shaper_visualize.py b/flow-python/examples/cat_finder/visualize/shaper_visualize.py deleted file mode 100644 index f99df44..0000000 --- a/flow-python/examples/cat_finder/visualize/shaper_visualize.py +++ /dev/null @@ -1,92 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from loguru import logger -from megflow import register -from warehouse.quality_naive import Quality - - -@register(inputs=['inp'], outputs=['out', 'visualize']) -class ShaperVisualize: - def __init__(self, name, args): - self.name = name - self._mode = args['mode'] - self._map = dict() - - def expand(self, box, max_w, max_h, ratio): - l = box[0] - r = box[2] - t = box[1] - b = box[3] - center_x = (l + r) / 2 - center_y = (t + b) / 2 - w_side = (r - l) * ratio / 2 - h_side = (b - t) * ratio / 2 - - l = center_x - w_side - r = center_x + w_side - t = center_y - h_side - b = center_y + h_side - l = max(0, l) - t = max(0, t) - r = min(max_w, r) - b = min(max_h, b) - return int(l), int(t), int(r), int(b) - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - logger.info('stream shaper finish') - # last frame, throw out all cropped image - for id in self._map: - self.out.send(self._map[id]) - self._map.clear() - return - - msg = envelope.msg - - # update the BEST - if 'tracks' in msg: - for track in msg['tracks']: - tid = track['tid'] - box = track['bbox'] - if tid not in self._map: - self._map[tid] = envelope.repack(msg) - - data = msg['data'] - l, t, r, b = self.expand(box, data.shape[1], data.shape[0], - 1.1) - crop = data[t:b, l:r] - assert crop is not None - quality = Quality.area(crop) - - if self._mode == 'BEST': - tid_msg = self._map[tid].msg - # save best image - if 'quality' not in tid_msg: - tid_msg['quality'] = -1 - - old_quality = tid_msg['quality'] - if quality > old_quality: - tid_msg['quality'] = quality - tid_msg['crop'] = crop - - ids = msg['failed_ids'] - if len(ids) > 0: - logger.debug(f'shaper recv failed_ids {ids}') - - for id in ids: - if id in self._map: - msg['crop'] = self._map[id].msg['crop'] - self.out.send(self._map[id]) - self._map.pop(id) - - self.visualize.send(envelope) diff --git a/flow-python/examples/cat_finder/visualize/visualize.py b/flow-python/examples/cat_finder/visualize/visualize.py deleted file mode 100644 index f9f8f11..0000000 --- a/flow-python/examples/cat_finder/visualize/visualize.py +++ /dev/null @@ -1,169 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import subprocess -import time - -import numpy as np -from loguru import logger -from megflow import register -import requests -import cv2 - - -class BrightnessMemo: - def __init__(self): - self.memo = dict() - - - def query_by_tid(self, tid): - now = time.time() - if tid in self.memo: - diff = (now - self.memo[tid]) - return int(255 * min(1.0, diff)) - else: - self.memo[tid] = now - return int(0) - - -class Interpolator: - def __init__(self): - self.data_queue = [] - self.brightness = BrightnessMemo() - - def push(self, id, msg): - item = dict() - item['id'] = id - item['data'] = msg['data'] - if 'tracks' in msg: - item['tracks'] = msg['tracks'] - if 'crop' in msg: - item['crop'] = msg['crop'] - self.data_queue.append(item) - - def interpolate(self, begin, end, step): - ret = [[] for _ in range(step)] - - end_map = dict() - # convert end tracks to hashmap - for item in end["tracks"]: - end_map[item['tid']] = item['bbox'] - - for item in begin['tracks']: - tid = item['tid'] - if tid in end_map: - a = item['bbox'] - b = end_map[tid] - for j in range(step): - new_l = a[0] + (b[0] - a[0]) / step * j - new_t = a[1] + (b[1] - a[1]) / step * j - new_r = a[2] + (b[2] - a[2]) / step * j - new_b = a[3] + (b[3] - a[3]) / step * j - ret[j].append( - np.array((new_l, new_t, new_r, new_b, tid), - dtype=np.float32)) - else: - bbox = item['bbox'] - ret[0].append( - np.array((bbox[0], bbox[1], bbox[2], bbox[3], tid), - dtype=np.float32)) - return ret - - def pop(self): - ret = [] - end_idx = -1 - for i, item in enumerate(self.data_queue): - if i == 0: - continue - if 'tracks' in item: - end_idx = i - - if end_idx != -1: - bboxes_list = self.interpolate(self.data_queue[0], - self.data_queue[end_idx], end_idx) - assert len(bboxes_list) == end_idx - - # prepare crop - crop = None - if 'crop' in self.data_queue[end_idx]: - crop = self.data_queue[end_idx]['crop'] - crop = cv2.resize(crop, (128, 128)) - - # real draw - for i in range(end_idx): - data = self.data_queue[i]['data'] - bboxes = bboxes_list[i] - for _, bbox in enumerate(bboxes): - print(bbox) - brightness = self.brightness.query_by_tid(bbox[4]) - # cv2.putText(data, str(bbox[4]), (int(bbox[0]), int(bbox[1])), cv2.FONT_HERSHEY_SIMPLEX, 2.0, (255,255,255)) - cv2.rectangle(data, (int(bbox[0]), int(bbox[1])), - (int(bbox[2]), int(bbox[3])), - (brightness, brightness, brightness), 3) - - if crop is not None: - data[0:128, 0:128, :] = crop - ret.append(data) - - for i in range(end_idx): - self.data_queue.pop(0) - return ret - - -@register(inputs=['inp'], outputs=['out']) -class Visualize: - def __init__(self, _, args): - logger.info("connect livego manager...") - - manage_url = args["livego_manger_url"] - api_result = requests.get(manage_url) - if not api_result.ok: - raise Exception(f'request channel failed, from {manage_url}') - channel = api_result.json()['data'] - self.upload_url = args['livego_upload_url_template'].format(channel) - logger.info(f"manage url {manage_url} , upload url {self.upload_url}") - - self.interpolator = Interpolator() - self.conn = None - - def __del__(self): - if self.conn is not None: - self.conn.terminate() - self.conn = None - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - data = envelope.msg['data'] - - # build connection - if self.conn is None: - (frame_height, frame_width, _) = data.shape - command = [ - 'ffmpeg', '-y', '-f', 'rawvideo', '-vcodec', 'rawvideo', - '-pix_fmt', 'bgr24', '-s', - "{}x{}".format(frame_width, frame_height), '-r', - str(25), '-i', '-', '-c:v', 'libx264', '-pix_fmt', 'yuv420p', - '-preset', 'ultrafast', '-f', 'flv', self.upload_url - ] - self.conn = subprocess.Popen(command, stdin=subprocess.PIPE) - - self.interpolator.push(envelope.partial_id, envelope.msg) - outputs = self.interpolator.pop() - for drawed_image in outputs: - # try write visualized image - try: - self.conn.stdin.write(drawed_image.tobytes()) - except IOError as e: - logger.error(f"write failed: {e}") - self.conn.terminate() - self.conn = None diff --git a/flow-python/examples/electric_bicycle/README.md b/flow-python/examples/electric_bicycle/README.md deleted file mode 100644 index ff4249e..0000000 --- a/flow-python/examples/electric_bicycle/README.md +++ /dev/null @@ -1,40 +0,0 @@ -# 电梯电瓶车报警 - -## 功能概述 -镜头前出现电瓶车立即报警，不会对同一辆车重复报警。本服务和[猫猫围栏](../cat_finder/README.md)在推送时机上有区别，猫是离开时才通知，电瓶车是进入就提示。一些安装命令和常见问题处理方式在[猫猫围栏](../cat_finder/README.md)已经说明，强烈建议先看上一个教程。 - -## 软硬件环境 - -*nix 系统（Linux/Mac），x86 芯片。支持 onnx runtime 即可。 - -## [模型下载](../../../docs/download-models.zh.md) - -## 启动服务 - -安装运行依赖 -```bash -$ apt install redis-server -$ redis-server & -... -$ conda activate py38 -$ pip3 install onnxruntime --user -``` - -准备一个 rtsp 视频流地址或者视频文件绝对路径做测试输入。相关教程已整合在 [如何生成自己的 rtsp 流地址](../../../docs/how-to-build-and-run/generate-rtsp.zh.md) 。这里仅仅需要 -```bash -$ wget https://github.com/aler9/rtsp-simple-server/releases/download/v0.17.2/rtsp-simple-server_v0.17.2_linux_amd64.tar.gz -$ -$ tar xvf rtsp-simple-server_v0.17.2_linux_amd64.tar.gz && ./rtsp-simple-server -$ ffmpeg -re -stream_loop -1 -i ${models}/cat_finder_testdata/test1.ts -c copy -f rtsp rtsp://127.0.0.1:8554/test1.ts -``` - -启动服务 -```bash -$ cd flow-python/examples -$ run_with_plugins -c electric_bicycle/electric_bicycle.toml -p electric_bicycle -``` -服务配置文件在`electric_bicycle/electric_bicycle.toml`，解释参考 [how-to-add-graph](../../../docs/how-to-add-my-service/01-single-classification-model.zh.md) 。这里只需要打开 8083 端口服务，操作和[猫猫围栏](../cat_finder/README.md) 近似。 - -```bash -$ google-chrome-stable http://127.0.0.1:8083/docs -``` diff --git a/flow-python/examples/electric_bicycle/__init__.py b/flow-python/examples/electric_bicycle/__init__.py deleted file mode 100644 index f57558f..0000000 --- a/flow-python/examples/electric_bicycle/__init__.py +++ /dev/null @@ -1,10 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 diff --git a/flow-python/examples/electric_bicycle/det.py b/flow-python/examples/electric_bicycle/det.py deleted file mode 100644 index 942123f..0000000 --- a/flow-python/examples/electric_bicycle/det.py +++ /dev/null @@ -1,74 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import numpy as np -from loguru import logger -from megflow import register -from warehouse.detection_memd import load_onnx_model, run - - -@register(inputs=['inp'], outputs=['out']) -class Detect: - def __init__(self, name, args): - logger.info("loading MEMD detection...") - self._nms = args['nms_thres'] - self._score = args['score_thres'] - self._interval = args['interval'] - self._visualize = args['visualize'] - self.name = name - - # load model and warmup - self._model = load_onnx_model(args['path']) - warmup_data = np.zeros((256, 256, 3), dtype=np.uint8) - run(self._model, warmup_data, ["elec_cycle"], self._score, - self._nms) - - logger.info(" MEMD loaded.") - - @staticmethod - def restrict(val, min, max): - assert min < max - if val < min: - val = min - if val > max: - val = max - return round(val) - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - image = envelope.msg - - process = envelope.partial_id % self._interval == 0 - image['items'] = [] - - if process: - data = image['data'] - outputs = run(self._model, data, ["elec_cycle"], - self._score, self._nms) - - items = [] - (max_h, max_w, _) = data.shape - for output in outputs: - item = dict() - bbox = output[0:4] - bbox[0] = self.restrict(bbox[0], 0, max_w) - bbox[1] = self.restrict(bbox[1], 0, max_h) - bbox[2] = self.restrict(bbox[2], bbox[0], max_w) - bbox[3] = self.restrict(bbox[3], bbox[1], max_h) - item["bbox"] = bbox - item["cls"] = 0 - item["score"] = output[4] - items.append(item) - image['items'] = items - - self.out.send(envelope) diff --git a/flow-python/examples/electric_bicycle/electric_bicycle.toml b/flow-python/examples/electric_bicycle/electric_bicycle.toml deleted file mode 100644 index 8a2bbe3..0000000 --- a/flow-python/examples/electric_bicycle/electric_bicycle.toml +++ /dev/null @@ -1,53 +0,0 @@ -main = "electric_bicycle" - -[[nodes]] -name = "det" -ty = "Detect" -path = "models/memd_models/model.onnx" -interval = 5 -visualize = 0 -score_thres = 0.5 -nms_thres = 0.5 - -[[nodes]] -name = "redis_proxy" -ty = "RedisProxy" -ip = "127.0.0.1" -port = "6379" -key = "notification.electric_bicycle" - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["redis_proxy:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "track:inp"] }, - { cap = 16, ports = ["track:out", "shaper:inp"] }, - { cap = 16, ports = ["shaper:out", "redis_proxy:inp"] }, -] - - [[graphs.nodes]] - name = "track" - ty = "Track" - - [[graphs.nodes]] - name = "shaper" - ty = "Shaper" - mode = "FAST" - - -[[graphs]] -name = "electric_bicycle" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoServer" - port = 8083 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/electric_bicycle/redis_proxy.py b/flow-python/examples/electric_bicycle/redis_proxy.py deleted file mode 100644 index 6baa1a2..0000000 --- a/flow-python/examples/electric_bicycle/redis_proxy.py +++ /dev/null @@ -1,50 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import redis -from loguru import logger -from megflow import register - - -@register(inputs=['inp'], outputs=['out']) -class RedisProxy: - def __init__(self, name, args): - logger.info("init redis pool...") - self.name = name - self._key = args['key'] - self._db = dict() - - ip = args['ip'] - port = args['port'] - - self._pool = redis.ConnectionPool(host=ip, - port=port, - decode_responses=False) - logger.info('redis pool initialized.') - - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - msg = envelope.msg - crops = msg['shaper'] - assert isinstance(crops, list) - - if len(crops) > 0: - try: - r = redis.Redis(connection_pool=self._pool) - alert = f'{len(crops)} electric bicycle occur !' - logger.info('alert {}'.format(alert)) - r.lpush(self._key, alert) - self.out.send(envelope.repack(alert)) - except redis.exceptions.ConnectionError as e: - logger.error(str(e)) diff --git a/flow-python/examples/electric_bicycle/shaper.py b/flow-python/examples/electric_bicycle/shaper.py deleted file mode 100644 index defc6aa..0000000 --- a/flow-python/examples/electric_bicycle/shaper.py +++ /dev/null @@ -1,67 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from megflow import register - - -@register(inputs=['inp'], outputs=['out']) -class Shaper: - def __init__(self, name, args): - self.name = name - self._mode = args['mode'] - self._map = dict() - - self.idx = 0 - - def expand(self, box, max_w, max_h, ratio): - l = box[0] - r = box[2] - t = box[1] - b = box[3] - center_x = (l + r) / 2 - center_y = (t + b) / 2 - w_side = (r - l) * ratio / 2 - h_side = (b - t) * ratio / 2 - - l = center_x - w_side - r = center_x + w_side - t = center_y - h_side - b = center_y + h_side - l = max(0, l) - t = max(0, t) - r = min(max_w, r) - b = min(max_h, b) - return int(l), int(t), int(r), int(b) - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - self._map.clear() - return - - msg = envelope.msg - - # push the first - msg['shaper'] = [] - for track in msg['tracks']: - tid = track['tid'] - box = track['bbox'] - if tid not in self._map: - self._map[tid] = dict() - - data = msg['data'] - l, t, r, b = self.expand(box, data.shape[1], data.shape[0], - 1.1) - crop = data[t:b, l:r] - msg['shaper'].append(crop) - # cv2.imwrite(f'shaper_{envelope.partial_id}.jpg', crop) - - self.out.send(envelope) diff --git a/flow-python/examples/electric_bicycle/track.py b/flow-python/examples/electric_bicycle/track.py deleted file mode 100644 index 8ef8a90..0000000 --- a/flow-python/examples/electric_bicycle/track.py +++ /dev/null @@ -1,35 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from megflow import register - -from warehouse.track_iou import Tracker - - -@register(inputs=['inp'], outputs=['out']) -class Track: - def __init__(self, name, _): - self.name = name - self._tracker = Tracker() - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - - items = envelope.msg['items'] - # logger.debug(f'track input: {items}') - - tracks, failed_ids = self._tracker.track(items) - envelope.msg['tracks'] = tracks - envelope.msg['failed_ids'] = failed_ids - # logger.debug(f'track output: {tracks}, failed_ids: {failed_ids}') - self.out.send(envelope) diff --git a/flow-python/examples/logical_test/__init__.py b/flow-python/examples/logical_test/__init__.py deleted file mode 100644 index f57558f..0000000 --- a/flow-python/examples/logical_test/__init__.py +++ /dev/null @@ -1,10 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 diff --git a/flow-python/examples/logical_test/buffer.py b/flow-python/examples/logical_test/buffer.py deleted file mode 100644 index 2f4ca8f..0000000 --- a/flow-python/examples/logical_test/buffer.py +++ /dev/null @@ -1,16 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 - -from megflow import res_register - - -@res_register() -class Buffer: - def __init__(self, name, args): - self.name = name - self.n = args['n'] - self.i = 0 - - def get(self): - self.i += 1 - return self.i % self.n diff --git a/flow-python/examples/logical_test/logical_test.png b/flow-python/examples/logical_test/logical_test.png deleted file mode 100644 index 312ad6fedd545cf15f7487c34bbf022b216cbb49..0000000000000000000000000000000000000000 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= [ - { cap = 16, ports = ["shared:out", "trans:inp"] }, - { cap = 16, ports = ["trans:out", "destination:inp"] } -] - - [[graphs.nodes]] - name = "trans" - ty = "Transform" - - [[graphs.nodes]] - name = "destination" - ty = "Printer" - res = ["global_buf", "parent_buf", "buf"] - - [[graphs.resources]] - name = "buf" - ty = "Buffer" - n = 5 - -[[graphs]] -name = "TransGraph1" -inputs = [{ name = "whatever", cap = 16, ports = ["shared:inp"] }] -connections = [ - { cap = 16, ports = ["shared:out", "trans:inp"] }, - { cap = 16, ports = ["trans:out", "destination:inp"] } -] - - [[graphs.nodes]] - name = "trans" - ty = "Transform" - - [[graphs.nodes]] - name = "destination" - ty = "Printer" - res = ["global_buf", "parent_buf", "buf"] - - [[graphs.resources]] - name = "buf" - ty = "Buffer" - n = 10 - -[[graphs]] -name = "logical_test" -connections = [ - { cap = 1, ports = ["source:out", "demux:inp"] }, - { cap = 1, ports = ["demux:out", "destination:whatever"] } -] - - [[graphs.nodes]] - name = "source" - ty = "Source" - n = 300 - - [[graphs.nodes]] - name = "demux" - ty = "DynDemux" - - [[graphs.nodes]] - name = "destination" - ty = "TransGraph0|TransGraph1" - res = ["parent_buf"] - - [[graphs.resources]] - name = "parent_buf" - ty = "Buffer" - n = 2 diff --git a/flow-python/examples/logical_test/printer.py b/flow-python/examples/logical_test/printer.py deleted file mode 100644 index aa0c3fb..0000000 --- a/flow-python/examples/logical_test/printer.py +++ /dev/null @@ -1,36 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -from megflow import register - -instance_id = 0 - - -@register('Printer', inputs=['inp']) -class Node: - def __init__(self, name, args): - global instance_id - self.id = instance_id - instance_id += 1 - self.count = 0 - - def exec(self): - envelope = self.inp.recv() - if envelope is not None: - self.count += 1 - gbuf = self.global_buf.get() - pbuf = self.parent_buf.get() - buf = self.buf.get() - - # print( - # 'Printer[{}] get msg: {}, buf(global, parent, local): ({}, {}, {})' - # .format(self.id, envelope.msg['message'], gbuf, pbuf, buf)) - else: - assert self.count == 10 diff --git a/flow-python/examples/logical_test/process.py b/flow-python/examples/logical_test/process.py deleted file mode 100644 index 7d49ed7..0000000 --- a/flow-python/examples/logical_test/process.py +++ /dev/null @@ -1,59 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -from megflow import register -import multiprocessing as mp -from multiprocessing import Process, Pipe - - -def repeat(n, s, r): - while True: - envelope = r.recv() - if envelope is None: - break - for i in range(n): - msg = {} - msg['message'] = "a message[{}] repeat {} by process node".format( - envelope.msg['message'], i) - s.send(envelope.repack(msg)) - print('==== logical_test pass ====') - - -@register(inputs=['inp'], outputs=['out'], exclusive=True) -class RepeatProcess: - def __init__(self, name, args): - self.name = name - s1, r1 = Pipe() - s2, r2 = Pipe() - self.send = s1 - self.recv = r2 - - mp.set_start_method('fork') - self.p = Process(target=repeat, args=(10, s2, r1)) - self.p.start() - - def __del__(self): - self.send.send(None) - self.p.join() - - def exec(self): - envelope = self.inp.recv() - - if envelope is None: - return - - try: - self.send.send(envelope) - except: - pass - - for i in range(10): - envelope = self.recv.recv() - self.out.send(envelope) diff --git a/flow-python/examples/logical_test/source.py b/flow-python/examples/logical_test/source.py deleted file mode 100644 index 2b48628..0000000 --- a/flow-python/examples/logical_test/source.py +++ /dev/null @@ -1,33 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -from megflow import register, Envelope, sleep - - -@register(outputs=['out']) -class Source: - def __init__(self, name, args): - self.n = args['n'] - - def exec(self): - for i in range(self.n): - msg = {} - msg['message'] = 'send to {}'.format(i) - envelope = Envelope.pack(msg) - envelope.to_addr = i - envelope.tag = "TransGraph{}".format(i % 2) - self.out.send(envelope) - - sleep(5) - - for i in range(self.n): - envelope = Envelope.pack(None) - envelope.to_addr = i - self.out.send(envelope) diff --git a/flow-python/examples/misc/dump_resnet.py b/flow-python/examples/misc/dump_resnet.py deleted file mode 100644 index fc85150..0000000 --- a/flow-python/examples/misc/dump_resnet.py +++ /dev/null @@ -1,100 +0,0 @@ -# -*- coding: utf-8 -*- -# MegEngine is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2014-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -# pylint: skip-file -import argparse -import sys - -# pylint: disable=import-error -import resnet.model as resnet_model -# pylint: disable=import-error -import shufflenet.model as snet_model - -import numpy as np - -import megengine as mge -import megengine.functional as F -from megengine import jit - - -def dump_static_graph(model, graph_name, shape): - model.eval() - - data = mge.Tensor(np.ones(shape, dtype=np.uint8)) - - @jit.trace(capture_as_const=True) - def pred_func(data): - out = data.astype(np.float32) - - output_h, output_w = 224, 224 - # resize - print(shape) - M = mge.tensor(np.array([[1,0,0], [0,1,0], [0,0,1]], dtype=np.float32)) - M_shape = F.concat([data.shape[0],M.shape]) - M = F.broadcast_to(M, M_shape) - out = F.vision.warp_perspective(out, M, (output_h, output_w), format='NHWC') - # mean - _mean = mge.Tensor(np.array([103.530, 116.280, 123.675], dtype=np.float32)) - out = F.sub(out, _mean) - # div - _div = mge.Tensor(np.array([57.375, 57.120, 58.395], dtype=np.float32)) - out = F.div(out, _div) - # dimshuffile - out = F.transpose(out, (0,3,1,2)) - - outputs = model(out) - return outputs - - pred_func(data) - pred_func.dump( - graph_name, - arg_names=["data"], - optimize_for_inference=True, - enable_fuse_conv_bias_nonlinearity=True, - ) - - -def main(): - parser = argparse.ArgumentParser(description="MegEngine Classification Dump .mge") - parser.add_argument( - "-a", - "--arch", - default="resnet18", - help="model architecture (default: resnet18)", - ) - parser.add_argument( - "-s", - "--shape", - type=int, - nargs='+', - default="1 3 224 224", - help="input shape (default: 1 3 224 224)" - ) - parser.add_argument( - "-o", - "--output", - type=str, - default="model.mge", - help="output filename" - ) - - args = parser.parse_args() - if 'resnet' in args.arch: - model = getattr(resnet_model, args.arch)(pretrained=True) - elif 'shufflenet' in args.arch: - model = getattr(snet_model, args.arch)(pretrained=True) - else: - print('unavailable arch {}'.format(args.arch)) - sys.exit() - print(model) - dump_static_graph(model, args.output, tuple(args.shape)) - - -if __name__ == "__main__": - main() diff --git a/flow-python/examples/misc/image_client.py b/flow-python/examples/misc/image_client.py deleted file mode 100644 index 4b3394e..0000000 --- a/flow-python/examples/misc/image_client.py +++ /dev/null @@ -1,30 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -import cv2 -import requests - - -def test(): - ip = 'localhost' - port = '8084' - user_define_string = 'content' - url = f'http://{ip}:{port}/analyze/{user_define_string}' - img = cv2.imread("./test.jpg") - _, data = cv2.imencode(".jpg", img) - data = data.tobytes() - - headers = {'Content-Length': f'{len(data)}', 'Content-Type': 'image/*'} - res = requests.post(url, data=data, headers=headers) - print(res.content) - - -if __name__ == "__main__": - test() diff --git a/flow-python/examples/misc/video_client.py b/flow-python/examples/misc/video_client.py deleted file mode 100644 index 22ba281..0000000 --- a/flow-python/examples/misc/video_client.py +++ /dev/null @@ -1,28 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -import urllib -import requests - - -def test(): - ip = 'localhost' - port = '8085' - video_path = 'rtsp://127.0.0.1:8554/vehicle.ts' - video_path = urllib.parse.quote(video_path, safe='') - url = 'http://{}:{}/start/{}'.format(ip, port, video_path) - - res = requests.post(url) - ret = res.content - print(ret) - - -if __name__ == "__main__": - test() diff --git a/flow-python/examples/misc/visualize_client/demo.css b/flow-python/examples/misc/visualize_client/demo.css deleted file mode 100644 index 6e2ee3d..0000000 --- a/flow-python/examples/misc/visualize_client/demo.css +++ /dev/null @@ -1,108 +0,0 @@ -.mainContainer { - display: block; - width: 100%; - margin-left: auto; - margin-right: auto; -} -@media screen and (min-width: 1152px) { - .mainContainer { - display: block; - width: 1152px; - margin-left: auto; - margin-right: auto; - } -} - -.video-container { - position: relative; - margin-top: 8px; -} - -.video-container:before { - display: block; - content: ""; - width: 100%; - padding-bottom: 56.25%; -} - -.video-container > div { - position: absolute; - top: 0; - left: 0; - right: 0; - bottom: 0; -} - -.video-container video { - width: 100%; - height: 100%; -} - -.urlInput { - display: block; - width: 100%; - margin-left: auto; - margin-right: auto; - margin-top: 8px; - margin-bottom: 8px; -} - -.centeredVideo { - display: block; - width: 100%; - height: 100%; - margin-left: auto; - margin-right: auto; - margin-bottom: auto; -} - -.controls { - display: block; - width: 100%; - text-align: left; - margin-left: auto; - margin-right: auto; - margin-top: 8px; - margin-bottom: 10px; -} - -.logcatBox { - border-color: #CCCCCC; - font-size: 11px; - font-family: Menlo, Consolas, monospace; - display: block; - width: 100%; - text-align: left; - margin-left: auto; - margin-right: auto; -} - -.url-input , .options { - font-size: 13px; -} - -.url-input { - display: flex; -} - -.url-input label { - flex: initial; -} - -.url-input input { - flex: auto; - margin-left: 8px; -} - -.url-input button { - flex: initial; - margin-left: 8px; -} - -.options { - margin-top: 5px; -} - -.hidden { - display: none; -} diff --git a/flow-python/examples/misc/visualize_client/index.html b/flow-python/examples/misc/visualize_client/index.html deleted file mode 100644 index bff07f5..0000000 --- a/flow-python/examples/misc/visualize_client/index.html +++ /dev/null @@ -1,224 +0,0 @@ - - - - - - flv.js demo - - - - - -
    -
    -
    -
    - - - -
    -
    - - - - - - - - -
    -
    - -
    -
    -
    - -
    -
    -
    - - - - - - -
    - -
    - - - - - - - - diff --git a/flow-python/examples/misc/visualize_client/push_video.py b/flow-python/examples/misc/visualize_client/push_video.py deleted file mode 100644 index 192f861..0000000 --- a/flow-python/examples/misc/visualize_client/push_video.py +++ /dev/null @@ -1,24 +0,0 @@ -import sys -import os -import requests - -def main(ip, filename): - url_template = "http://{}:8090/control/get?room=megflow-test" - url = url_template.format(ip) - print(url) - result = requests.get(url) - if not result.ok: - raise Exception('req channel failed') - channel = result.json()['data'] - upload_cmd = f'ffmpeg -re -i {filename} -c copy -f flv rtmp://{ip}:1935/live/{channel}' - # upload flv - os.system(upload_cmd) - - -if __name__ == "__main__": - videoname = 'demo.flv' - if len(sys.argv) < 2: - print(f'usage python3 {sys.argv[0]} videoname, use default demo.flv') - else: - videoname = sys.argv[1] - main('localhost', videoname) diff --git a/flow-python/examples/requires.txt b/flow-python/examples/requires.txt deleted file mode 100644 index 43accc7..0000000 --- a/flow-python/examples/requires.txt +++ /dev/null @@ -1,5 +0,0 @@ -numpy -scipy -opencv-python -loguru -redis diff --git a/flow-python/examples/simple_classification/__init__.py b/flow-python/examples/simple_classification/__init__.py deleted file mode 100644 index f57558f..0000000 --- a/flow-python/examples/simple_classification/__init__.py +++ /dev/null @@ -1,10 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 diff --git a/flow-python/examples/simple_classification/classify.py b/flow-python/examples/simple_classification/classify.py deleted file mode 100644 index b33c547..0000000 --- a/flow-python/examples/simple_classification/classify.py +++ /dev/null @@ -1,41 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import json -import numpy as np -from loguru import logger -from megflow import register - -from .lite import PredictorLite - - -@register(inputs=['inp'], outputs=['out']) -class Classify: - def __init__(self, name, arg): - logger.info("loading Resnet18 Classification...") - self.name = name - - # load ReID model and warmup - self._model = PredictorLite(path=arg['path'], - device=arg['device'], - device_id=arg['device_id']) - warmup_data = np.zeros((224, 224, 3), dtype=np.uint8) - self._model.inference(warmup_data) - logger.info("Resnet18 loaded.") - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - - data = envelope.msg['data'] - result = self._model.inference(data) - self.out.send(envelope.repack(json.dumps(str(result)))) diff --git a/flow-python/examples/simple_classification/image_cpu.toml b/flow-python/examples/simple_classification/image_cpu.toml deleted file mode 100644 index e2977f8..0000000 --- a/flow-python/examples/simple_classification/image_cpu.toml +++ /dev/null @@ -1,32 +0,0 @@ -main = "tutorial_01_image" - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["classify:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["classify:out"] }] -connections = [ -] - - [[graphs.nodes]] - name = "classify" - ty = "Classify" - path = "models/simple_classification_models/resnet18.mge" - device = "cpu" - device_id = 0 - -[[graphs]] -name = "tutorial_01_image" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "ImageServer" - port = 8084 - response = "json" - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/simple_classification/image_test.toml b/flow-python/examples/simple_classification/image_test.toml deleted file mode 100644 index 68b9d5b..0000000 --- a/flow-python/examples/simple_classification/image_test.toml +++ /dev/null @@ -1,31 +0,0 @@ -main = "tutorial_01_image" - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["classify:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["classify:out"] }] -connections = [ -] - - [[graphs.nodes]] - name = "classify" - ty = "Classify" - path = "models/simple_classification_models/resnet18.mge" - device = "cpu" - device_id = 0 - -[[graphs]] -name = "tutorial_01_image" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "ImageInput" - urls = ["/path/to/your/images/"] - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/simple_classification/lite.py b/flow-python/examples/simple_classification/lite.py deleted file mode 100644 index cfc408b..0000000 --- a/flow-python/examples/simple_classification/lite.py +++ /dev/null @@ -1,107 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import argparse -import time -import cv2 -import numpy as np -import megenginelite as mgelite -from loguru import logger - - -class PredictorLite: - def __init__( - self, - path, - device="gpu", - device_id=0, - ): - - if "gpu" in device.lower(): - device_type = mgelite.LiteDeviceType.LITE_CUDA - else: - device_type = mgelite.LiteDeviceType.LITE_CPU - - net_config = mgelite.LiteConfig(device_type=device_type) - ios = mgelite.LiteNetworkIO() - ios.add_input(mgelite.LiteIO("data", is_host=True)) - - net = mgelite.LiteNetwork(config=net_config, io=ios) - net.device_id = device_id - net.load(path) - - self.net = net - - def preprocess(self, - image, - input_size, - scale_im, - mean, - std, - swap=(2, 0, 1)): - if image is None: - logger.error("image is None") - return image - image = cv2.resize(image, input_size) - image = image.astype(np.float32) - image = image[:, :, ::-1] - if scale_im: - image /= 255.0 - if mean is not None: - image -= mean - if std is not None: - image /= std - image = image.transpose(swap) - image = np.ascontiguousarray(image, dtype=np.float32) - return image - - def inference(self, mat): - t0 = time.time() - - img = self.preprocess(mat, - input_size=(224, 224), - scale_im=False, - mean=[103.530, 116.280, 123.675], - std=[57.375, 57.120, 58.395]) - - # build input tensor - inp_data = self.net.get_io_tensor("data") - inp_data.set_data_by_share(img) - - # forward - self.net.forward() - self.net.wait() - - # postprocess - output_keys = self.net.get_all_output_name() - output = self.net.get_io_tensor(output_keys[0]).to_numpy() - logger.debug("resnet18 infer time: {:.4f}s".format(time.time() - t0)) - - return np.argmax(output[0]) - - -def make_parser(): - parser = argparse.ArgumentParser("Classification Demo!") - parser.add_argument("--path", - default="./test.png", - help="path to images or video") - parser.add_argument("--model", - default=None, - type=str, - help=".mge for eval") - return parser - - -if __name__ == "__main__": - args = make_parser().parse_args() - predictor = PredictorLite(args.model) - out = predictor.inference(cv2.imread(args.path)) - logger.info(f'{out}') diff --git a/flow-python/examples/simple_classification/synset_words.txt b/flow-python/examples/simple_classification/synset_words.txt deleted file mode 100644 index a9e8c7f..0000000 --- a/flow-python/examples/simple_classification/synset_words.txt +++ /dev/null @@ -1,1000 +0,0 @@ -n01440764 tench, Tinca tinca -n01443537 goldfish, Carassius auratus -n01484850 great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias -n01491361 tiger shark, Galeocerdo cuvieri -n01494475 hammerhead, hammerhead shark -n01496331 electric ray, crampfish, numbfish, torpedo -n01498041 stingray -n01514668 cock -n01514859 hen -n01518878 ostrich, Struthio camelus -n01530575 brambling, Fringilla montifringilla -n01531178 goldfinch, Carduelis carduelis -n01532829 house finch, linnet, Carpodacus mexicanus -n01534433 junco, snowbird -n01537544 indigo bunting, indigo finch, indigo bird, Passerina cyanea -n01558993 robin, American robin, Turdus migratorius -n01560419 bulbul -n01580077 jay -n01582220 magpie -n01592084 chickadee -n01601694 water ouzel, dipper -n01608432 kite -n01614925 bald eagle, American eagle, Haliaeetus leucocephalus -n01616318 vulture -n01622779 great grey owl, great gray owl, Strix nebulosa -n01629819 European fire salamander, Salamandra salamandra -n01630670 common newt, Triturus vulgaris -n01631663 eft -n01632458 spotted salamander, Ambystoma maculatum -n01632777 axolotl, mud puppy, Ambystoma mexicanum -n01641577 bullfrog, Rana catesbeiana -n01644373 tree frog, tree-frog -n01644900 tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui -n01664065 loggerhead, loggerhead turtle, Caretta caretta -n01665541 leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea -n01667114 mud turtle -n01667778 terrapin -n01669191 box turtle, box tortoise -n01675722 banded gecko -n01677366 common iguana, iguana, Iguana iguana -n01682714 American chameleon, anole, Anolis carolinensis -n01685808 whiptail, whiptail lizard -n01687978 agama -n01688243 frilled lizard, Chlamydosaurus kingi -n01689811 alligator lizard -n01692333 Gila monster, Heloderma suspectum -n01693334 green lizard, Lacerta viridis -n01694178 African chameleon, Chamaeleo chamaeleon -n01695060 Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis -n01697457 African crocodile, Nile crocodile, Crocodylus niloticus -n01698640 American alligator, Alligator mississipiensis -n01704323 triceratops -n01728572 thunder snake, worm snake, Carphophis amoenus -n01728920 ringneck snake, ring-necked snake, ring snake -n01729322 hognose snake, puff adder, sand viper -n01729977 green snake, grass snake -n01734418 king snake, kingsnake -n01735189 garter snake, grass snake -n01737021 water snake -n01739381 vine snake -n01740131 night snake, Hypsiglena torquata -n01742172 boa constrictor, Constrictor constrictor -n01744401 rock python, rock snake, Python sebae -n01748264 Indian cobra, Naja naja -n01749939 green mamba -n01751748 sea snake -n01753488 horned viper, cerastes, sand viper, horned asp, Cerastes cornutus -n01755581 diamondback, diamondback rattlesnake, Crotalus adamanteus -n01756291 sidewinder, horned rattlesnake, Crotalus cerastes -n01768244 trilobite -n01770081 harvestman, daddy longlegs, Phalangium opilio -n01770393 scorpion -n01773157 black and gold garden spider, Argiope aurantia -n01773549 barn spider, Araneus cavaticus -n01773797 garden spider, Aranea diademata -n01774384 black widow, Latrodectus mactans -n01774750 tarantula -n01775062 wolf spider, hunting spider -n01776313 tick -n01784675 centipede -n01795545 black grouse -n01796340 ptarmigan -n01797886 ruffed grouse, partridge, Bonasa umbellus -n01798484 prairie chicken, prairie grouse, prairie fowl -n01806143 peacock -n01806567 quail -n01807496 partridge -n01817953 African grey, African gray, Psittacus erithacus -n01818515 macaw -n01819313 sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita -n01820546 lorikeet -n01824575 coucal -n01828970 bee eater -n01829413 hornbill -n01833805 hummingbird -n01843065 jacamar -n01843383 toucan -n01847000 drake -n01855032 red-breasted merganser, Mergus serrator -n01855672 goose -n01860187 black swan, Cygnus atratus -n01871265 tusker -n01872401 echidna, spiny anteater, anteater -n01873310 platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus -n01877812 wallaby, brush kangaroo -n01882714 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus -n01883070 wombat -n01910747 jellyfish -n01914609 sea anemone, anemone -n01917289 brain coral -n01924916 flatworm, platyhelminth -n01930112 nematode, nematode worm, roundworm -n01943899 conch -n01944390 snail -n01945685 slug -n01950731 sea slug, nudibranch -n01955084 chiton, coat-of-mail shell, sea cradle, polyplacophore -n01968897 chambered nautilus, pearly nautilus, nautilus -n01978287 Dungeness crab, Cancer magister -n01978455 rock crab, Cancer irroratus -n01980166 fiddler crab -n01981276 king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica -n01983481 American lobster, Northern lobster, Maine lobster, Homarus americanus -n01984695 spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish -n01985128 crayfish, crawfish, crawdad, crawdaddy -n01986214 hermit crab -n01990800 isopod -n02002556 white stork, Ciconia ciconia -n02002724 black stork, Ciconia nigra -n02006656 spoonbill -n02007558 flamingo -n02009229 little blue heron, Egretta caerulea -n02009912 American egret, great white heron, Egretta albus -n02011460 bittern -n02012849 crane -n02013706 limpkin, Aramus pictus -n02017213 European gallinule, Porphyrio porphyrio -n02018207 American coot, marsh hen, mud hen, water hen, Fulica americana -n02018795 bustard -n02025239 ruddy turnstone, Arenaria interpres -n02027492 red-backed sandpiper, dunlin, Erolia alpina -n02028035 redshank, Tringa totanus -n02033041 dowitcher -n02037110 oystercatcher, oyster catcher -n02051845 pelican -n02056570 king penguin, Aptenodytes patagonica -n02058221 albatross, mollymawk -n02066245 grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus -n02071294 killer whale, killer, orca, grampus, sea wolf, Orcinus orca -n02074367 dugong, Dugong dugon -n02077923 sea lion -n02085620 Chihuahua -n02085782 Japanese spaniel -n02085936 Maltese dog, Maltese terrier, Maltese -n02086079 Pekinese, Pekingese, Peke -n02086240 Shih-Tzu -n02086646 Blenheim spaniel -n02086910 papillon -n02087046 toy terrier -n02087394 Rhodesian ridgeback -n02088094 Afghan hound, Afghan -n02088238 basset, basset hound -n02088364 beagle -n02088466 bloodhound, sleuthhound -n02088632 bluetick -n02089078 black-and-tan coonhound -n02089867 Walker hound, Walker foxhound -n02089973 English foxhound -n02090379 redbone -n02090622 borzoi, Russian wolfhound -n02090721 Irish wolfhound -n02091032 Italian greyhound -n02091134 whippet -n02091244 Ibizan hound, Ibizan Podenco -n02091467 Norwegian elkhound, elkhound -n02091635 otterhound, otter hound -n02091831 Saluki, gazelle hound -n02092002 Scottish deerhound, deerhound -n02092339 Weimaraner -n02093256 Staffordshire bullterrier, Staffordshire bull terrier -n02093428 American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier -n02093647 Bedlington terrier -n02093754 Border terrier -n02093859 Kerry blue terrier -n02093991 Irish terrier -n02094114 Norfolk terrier -n02094258 Norwich terrier -n02094433 Yorkshire terrier -n02095314 wire-haired fox terrier -n02095570 Lakeland terrier -n02095889 Sealyham terrier, Sealyham -n02096051 Airedale, Airedale terrier -n02096177 cairn, cairn terrier -n02096294 Australian terrier -n02096437 Dandie Dinmont, Dandie Dinmont terrier -n02096585 Boston bull, Boston terrier -n02097047 miniature schnauzer -n02097130 giant schnauzer -n02097209 standard schnauzer -n02097298 Scotch terrier, Scottish terrier, Scottie -n02097474 Tibetan terrier, chrysanthemum dog -n02097658 silky terrier, Sydney silky -n02098105 soft-coated wheaten terrier -n02098286 West Highland white terrier -n02098413 Lhasa, Lhasa apso -n02099267 flat-coated retriever -n02099429 curly-coated retriever -n02099601 golden retriever -n02099712 Labrador retriever -n02099849 Chesapeake Bay retriever -n02100236 German short-haired pointer -n02100583 vizsla, Hungarian pointer -n02100735 English setter -n02100877 Irish setter, red setter -n02101006 Gordon setter -n02101388 Brittany spaniel -n02101556 clumber, clumber spaniel -n02102040 English springer, English springer spaniel -n02102177 Welsh springer spaniel -n02102318 cocker spaniel, English cocker spaniel, cocker -n02102480 Sussex spaniel -n02102973 Irish water spaniel -n02104029 kuvasz -n02104365 schipperke -n02105056 groenendael -n02105162 malinois -n02105251 briard -n02105412 kelpie -n02105505 komondor -n02105641 Old English sheepdog, bobtail -n02105855 Shetland sheepdog, Shetland sheep dog, Shetland -n02106030 collie -n02106166 Border collie -n02106382 Bouvier des Flandres, Bouviers des Flandres -n02106550 Rottweiler -n02106662 German shepherd, German shepherd dog, German police dog, alsatian -n02107142 Doberman, Doberman pinscher -n02107312 miniature pinscher -n02107574 Greater Swiss Mountain dog -n02107683 Bernese mountain dog -n02107908 Appenzeller -n02108000 EntleBucher -n02108089 boxer -n02108422 bull mastiff -n02108551 Tibetan mastiff -n02108915 French bulldog -n02109047 Great Dane -n02109525 Saint Bernard, St Bernard -n02109961 Eskimo dog, husky -n02110063 malamute, malemute, Alaskan malamute -n02110185 Siberian husky -n02110341 dalmatian, coach dog, carriage dog -n02110627 affenpinscher, monkey pinscher, monkey dog -n02110806 basenji -n02110958 pug, pug-dog -n02111129 Leonberg -n02111277 Newfoundland, Newfoundland dog -n02111500 Great Pyrenees -n02111889 Samoyed, Samoyede -n02112018 Pomeranian -n02112137 chow, chow chow -n02112350 keeshond -n02112706 Brabancon griffon -n02113023 Pembroke, Pembroke Welsh corgi -n02113186 Cardigan, Cardigan Welsh corgi -n02113624 toy poodle -n02113712 miniature poodle -n02113799 standard poodle -n02113978 Mexican hairless -n02114367 timber wolf, grey wolf, gray wolf, Canis lupus -n02114548 white wolf, Arctic wolf, Canis lupus tundrarum -n02114712 red wolf, maned wolf, Canis rufus, Canis niger -n02114855 coyote, prairie wolf, brush wolf, Canis latrans -n02115641 dingo, warrigal, warragal, Canis dingo -n02115913 dhole, Cuon alpinus -n02116738 African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus -n02117135 hyena, hyaena -n02119022 red fox, Vulpes vulpes -n02119789 kit fox, Vulpes macrotis -n02120079 Arctic fox, white fox, Alopex lagopus -n02120505 grey fox, gray fox, Urocyon cinereoargenteus -n02123045 tabby, tabby cat -n02123159 tiger cat -n02123394 Persian cat -n02123597 Siamese cat, Siamese -n02124075 Egyptian cat -n02125311 cougar, puma, catamount, mountain lion, painter, panther, Felis concolor -n02127052 lynx, catamount -n02128385 leopard, Panthera pardus -n02128757 snow leopard, ounce, Panthera uncia -n02128925 jaguar, panther, Panthera onca, Felis onca -n02129165 lion, king of beasts, Panthera leo -n02129604 tiger, Panthera tigris -n02130308 cheetah, chetah, Acinonyx jubatus -n02132136 brown bear, bruin, Ursus arctos -n02133161 American black bear, black bear, Ursus americanus, Euarctos americanus -n02134084 ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus -n02134418 sloth bear, Melursus ursinus, Ursus ursinus -n02137549 mongoose -n02138441 meerkat, mierkat -n02165105 tiger beetle -n02165456 ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle -n02167151 ground beetle, carabid beetle -n02168699 long-horned beetle, longicorn, longicorn beetle -n02169497 leaf beetle, chrysomelid -n02172182 dung beetle -n02174001 rhinoceros beetle -n02177972 weevil -n02190166 fly -n02206856 bee -n02219486 ant, emmet, pismire -n02226429 grasshopper, hopper -n02229544 cricket -n02231487 walking stick, walkingstick, stick insect -n02233338 cockroach, roach -n02236044 mantis, mantid -n02256656 cicada, cicala -n02259212 leafhopper -n02264363 lacewing, lacewing fly -n02268443 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk -n02268853 damselfly -n02276258 admiral -n02277742 ringlet, ringlet butterfly -n02279972 monarch, monarch butterfly, milkweed butterfly, Danaus plexippus -n02280649 cabbage butterfly -n02281406 sulphur butterfly, sulfur butterfly -n02281787 lycaenid, lycaenid butterfly -n02317335 starfish, sea star -n02319095 sea urchin -n02321529 sea cucumber, holothurian -n02325366 wood rabbit, cottontail, cottontail rabbit -n02326432 hare -n02328150 Angora, Angora rabbit -n02342885 hamster -n02346627 porcupine, hedgehog -n02356798 fox squirrel, eastern fox squirrel, Sciurus niger -n02361337 marmot -n02363005 beaver -n02364673 guinea pig, Cavia cobaya -n02389026 sorrel -n02391049 zebra -n02395406 hog, pig, grunter, squealer, Sus scrofa -n02396427 wild boar, boar, Sus scrofa -n02397096 warthog -n02398521 hippopotamus, hippo, river horse, Hippopotamus amphibius -n02403003 ox -n02408429 water buffalo, water ox, Asiatic buffalo, Bubalus bubalis -n02410509 bison -n02412080 ram, tup -n02415577 bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis -n02417914 ibex, Capra ibex -n02422106 hartebeest -n02422699 impala, Aepyceros melampus -n02423022 gazelle -n02437312 Arabian camel, dromedary, Camelus dromedarius -n02437616 llama -n02441942 weasel -n02442845 mink -n02443114 polecat, fitch, foulmart, foumart, Mustela putorius -n02443484 black-footed ferret, ferret, Mustela nigripes -n02444819 otter -n02445715 skunk, polecat, wood pussy -n02447366 badger -n02454379 armadillo -n02457408 three-toed sloth, ai, Bradypus tridactylus -n02480495 orangutan, orang, orangutang, Pongo pygmaeus -n02480855 gorilla, Gorilla gorilla -n02481823 chimpanzee, chimp, Pan troglodytes -n02483362 gibbon, Hylobates lar -n02483708 siamang, Hylobates syndactylus, Symphalangus syndactylus -n02484975 guenon, guenon monkey -n02486261 patas, hussar monkey, Erythrocebus patas -n02486410 baboon -n02487347 macaque -n02488291 langur -n02488702 colobus, colobus monkey -n02489166 proboscis monkey, Nasalis larvatus -n02490219 marmoset -n02492035 capuchin, ringtail, Cebus capucinus -n02492660 howler monkey, howler -n02493509 titi, titi monkey -n02493793 spider monkey, Ateles geoffroyi -n02494079 squirrel monkey, Saimiri sciureus -n02497673 Madagascar cat, ring-tailed lemur, Lemur catta -n02500267 indri, indris, Indri indri, Indri brevicaudatus -n02504013 Indian elephant, Elephas maximus -n02504458 African elephant, Loxodonta africana -n02509815 lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens -n02510455 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca -n02514041 barracouta, snoek -n02526121 eel -n02536864 coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch -n02606052 rock beauty, Holocanthus tricolor -n02607072 anemone fish -n02640242 sturgeon -n02641379 gar, garfish, garpike, billfish, Lepisosteus osseus -n02643566 lionfish -n02655020 puffer, pufferfish, blowfish, globefish -n02666196 abacus -n02667093 abaya -n02669723 academic gown, academic robe, judge's robe -n02672831 accordion, piano accordion, squeeze box -n02676566 acoustic guitar -n02687172 aircraft carrier, carrier, flattop, attack aircraft carrier -n02690373 airliner -n02692877 airship, dirigible -n02699494 altar -n02701002 ambulance -n02704792 amphibian, amphibious vehicle -n02708093 analog clock -n02727426 apiary, bee house -n02730930 apron -n02747177 ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin -n02749479 assault rifle, assault gun -n02769748 backpack, back pack, knapsack, packsack, rucksack, haversack -n02776631 bakery, bakeshop, bakehouse -n02777292 balance beam, beam -n02782093 balloon -n02783161 ballpoint, ballpoint pen, ballpen, Biro -n02786058 Band Aid -n02787622 banjo -n02788148 bannister, banister, balustrade, balusters, handrail -n02790996 barbell -n02791124 barber chair -n02791270 barbershop -n02793495 barn -n02794156 barometer -n02795169 barrel, cask -n02797295 barrow, garden cart, lawn cart, wheelbarrow -n02799071 baseball -n02802426 basketball -n02804414 bassinet -n02804610 bassoon -n02807133 bathing cap, swimming cap -n02808304 bath towel -n02808440 bathtub, bathing tub, bath, tub -n02814533 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon -n02814860 beacon, lighthouse, beacon light, pharos -n02815834 beaker -n02817516 bearskin, busby, shako -n02823428 beer bottle -n02823750 beer glass -n02825657 bell cote, bell cot -n02834397 bib -n02835271 bicycle-built-for-two, tandem bicycle, tandem -n02837789 bikini, two-piece -n02840245 binder, ring-binder -n02841315 binoculars, field glasses, opera glasses -n02843684 birdhouse -n02859443 boathouse -n02860847 bobsled, bobsleigh, bob -n02865351 bolo tie, bolo, bola tie, bola -n02869837 bonnet, poke bonnet -n02870880 bookcase -n02871525 bookshop, bookstore, bookstall -n02877765 bottlecap -n02879718 bow -n02883205 bow tie, bow-tie, bowtie -n02892201 brass, memorial tablet, plaque -n02892767 brassiere, bra, bandeau -n02894605 breakwater, groin, groyne, mole, bulwark, seawall, jetty -n02895154 breastplate, aegis, egis -n02906734 broom -n02909870 bucket, pail -n02910353 buckle -n02916936 bulletproof vest -n02917067 bullet train, bullet -n02927161 butcher shop, meat market -n02930766 cab, hack, taxi, taxicab -n02939185 caldron, cauldron -n02948072 candle, taper, wax light -n02950826 cannon -n02951358 canoe -n02951585 can opener, tin opener -n02963159 cardigan -n02965783 car mirror -n02966193 carousel, carrousel, merry-go-round, roundabout, whirligig -n02966687 carpenter's kit, tool kit -n02971356 carton -n02974003 car wheel -n02977058 cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM -n02978881 cassette -n02979186 cassette player -n02980441 castle -n02981792 catamaran -n02988304 CD player -n02992211 cello, violoncello -n02992529 cellular telephone, cellular phone, cellphone, cell, mobile phone -n02999410 chain -n03000134 chainlink fence -n03000247 chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour -n03000684 chain saw, chainsaw -n03014705 chest -n03016953 chiffonier, commode -n03017168 chime, bell, gong -n03018349 china cabinet, china closet -n03026506 Christmas stocking -n03028079 church, church building -n03032252 cinema, movie theater, movie theatre, movie house, picture palace -n03041632 cleaver, meat cleaver, chopper -n03042490 cliff dwelling -n03045698 cloak -n03047690 clog, geta, patten, sabot -n03062245 cocktail shaker -n03063599 coffee mug -n03063689 coffeepot -n03065424 coil, spiral, volute, whorl, helix -n03075370 combination lock -n03085013 computer keyboard, keypad -n03089624 confectionery, confectionary, candy store -n03095699 container ship, containership, container vessel -n03100240 convertible -n03109150 corkscrew, bottle screw -n03110669 cornet, horn, trumpet, trump -n03124043 cowboy boot -n03124170 cowboy hat, ten-gallon hat -n03125729 cradle -n03126707 crane -n03127747 crash helmet -n03127925 crate -n03131574 crib, cot -n03133878 Crock Pot -n03134739 croquet ball -n03141823 crutch -n03146219 cuirass -n03160309 dam, dike, dyke -n03179701 desk -n03180011 desktop computer -n03187595 dial telephone, dial phone -n03188531 diaper, nappy, napkin -n03196217 digital clock -n03197337 digital watch -n03201208 dining table, board -n03207743 dishrag, dishcloth -n03207941 dishwasher, dish washer, dishwashing machine -n03208938 disk brake, disc brake -n03216828 dock, dockage, docking facility -n03218198 dogsled, dog sled, dog sleigh -n03220513 dome -n03223299 doormat, welcome mat -n03240683 drilling platform, offshore rig -n03249569 drum, membranophone, tympan -n03250847 drumstick -n03255030 dumbbell -n03259280 Dutch oven -n03271574 electric fan, blower -n03272010 electric guitar -n03272562 electric locomotive -n03290653 entertainment center -n03291819 envelope -n03297495 espresso maker -n03314780 face powder -n03325584 feather boa, boa -n03337140 file, file cabinet, filing cabinet -n03344393 fireboat -n03345487 fire engine, fire truck -n03347037 fire screen, fireguard -n03355925 flagpole, flagstaff -n03372029 flute, transverse flute -n03376595 folding chair -n03379051 football helmet -n03384352 forklift -n03388043 fountain -n03388183 fountain pen -n03388549 four-poster -n03393912 freight car -n03394916 French horn, horn -n03400231 frying pan, frypan, skillet -n03404251 fur coat -n03417042 garbage truck, dustcart -n03424325 gasmask, respirator, gas helmet -n03425413 gas pump, gasoline pump, petrol pump, island dispenser -n03443371 goblet -n03444034 go-kart -n03445777 golf ball -n03445924 golfcart, golf cart -n03447447 gondola -n03447721 gong, tam-tam -n03450230 gown -n03452741 grand piano, grand -n03457902 greenhouse, nursery, glasshouse -n03459775 grille, radiator grille -n03461385 grocery store, grocery, food market, market -n03467068 guillotine -n03476684 hair slide -n03476991 hair spray -n03478589 half track -n03481172 hammer -n03482405 hamper -n03483316 hand blower, blow dryer, blow drier, hair dryer, hair drier -n03485407 hand-held computer, hand-held microcomputer -n03485794 handkerchief, hankie, hanky, hankey -n03492542 hard disc, hard disk, fixed disk -n03494278 harmonica, mouth organ, harp, mouth harp -n03495258 harp -n03496892 harvester, reaper -n03498962 hatchet -n03527444 holster -n03529860 home theater, home theatre -n03530642 honeycomb -n03532672 hook, claw -n03534580 hoopskirt, crinoline -n03535780 horizontal bar, high bar -n03538406 horse cart, horse-cart -n03544143 hourglass -n03584254 iPod -n03584829 iron, smoothing iron -n03590841 jack-o'-lantern -n03594734 jean, blue jean, denim -n03594945 jeep, landrover -n03595614 jersey, T-shirt, tee shirt -n03598930 jigsaw puzzle -n03599486 jinrikisha, ricksha, rickshaw -n03602883 joystick -n03617480 kimono -n03623198 knee pad -n03627232 knot -n03630383 lab coat, laboratory coat -n03633091 ladle -n03637318 lampshade, lamp shade -n03642806 laptop, laptop computer -n03649909 lawn mower, mower -n03657121 lens cap, lens cover -n03658185 letter opener, paper knife, paperknife -n03661043 library -n03662601 lifeboat -n03666591 lighter, light, igniter, ignitor -n03670208 limousine, limo -n03673027 liner, ocean liner -n03676483 lipstick, lip rouge -n03680355 Loafer -n03690938 lotion -n03691459 loudspeaker, speaker, speaker unit, loudspeaker system, speaker system -n03692522 loupe, jeweler's loupe -n03697007 lumbermill, sawmill -n03706229 magnetic compass -n03709823 mailbag, postbag -n03710193 mailbox, letter box -n03710637 maillot -n03710721 maillot, tank suit -n03717622 manhole cover -n03720891 maraca -n03721384 marimba, xylophone -n03724870 mask -n03729826 matchstick -n03733131 maypole -n03733281 maze, labyrinth -n03733805 measuring cup -n03742115 medicine chest, medicine cabinet -n03743016 megalith, megalithic structure -n03759954 microphone, mike -n03761084 microwave, microwave oven -n03763968 military uniform -n03764736 milk can -n03769881 minibus -n03770439 miniskirt, mini -n03770679 minivan -n03773504 missile -n03775071 mitten -n03775546 mixing bowl -n03776460 mobile home, manufactured home -n03777568 Model T -n03777754 modem -n03781244 monastery -n03782006 monitor -n03785016 moped -n03786901 mortar -n03787032 mortarboard -n03788195 mosque -n03788365 mosquito net -n03791053 motor scooter, scooter -n03792782 mountain bike, all-terrain bike, off-roader -n03792972 mountain tent -n03793489 mouse, computer mouse -n03794056 mousetrap -n03796401 moving van -n03803284 muzzle -n03804744 nail -n03814639 neck brace -n03814906 necklace -n03825788 nipple -n03832673 notebook, notebook computer -n03837869 obelisk -n03838899 oboe, hautboy, hautbois -n03840681 ocarina, sweet potato -n03841143 odometer, hodometer, mileometer, milometer -n03843555 oil filter -n03854065 organ, pipe organ -n03857828 oscilloscope, scope, cathode-ray oscilloscope, CRO -n03866082 overskirt -n03868242 oxcart -n03868863 oxygen mask -n03871628 packet -n03873416 paddle, boat paddle -n03874293 paddlewheel, paddle wheel -n03874599 padlock -n03876231 paintbrush -n03877472 pajama, pyjama, pj's, jammies -n03877845 palace -n03884397 panpipe, pandean pipe, syrinx -n03887697 paper towel -n03888257 parachute, chute -n03888605 parallel bars, bars -n03891251 park bench -n03891332 parking meter -n03895866 passenger car, coach, carriage -n03899768 patio, terrace -n03902125 pay-phone, pay-station -n03903868 pedestal, plinth, footstall -n03908618 pencil box, pencil case -n03908714 pencil sharpener -n03916031 perfume, essence -n03920288 Petri dish -n03924679 photocopier -n03929660 pick, plectrum, plectron -n03929855 pickelhaube -n03930313 picket fence, paling -n03930630 pickup, pickup truck -n03933933 pier -n03935335 piggy bank, penny bank -n03937543 pill bottle -n03938244 pillow -n03942813 ping-pong ball -n03944341 pinwheel -n03947888 pirate, pirate ship -n03950228 pitcher, ewer -n03954731 plane, carpenter's plane, woodworking plane -n03956157 planetarium -n03958227 plastic bag -n03961711 plate rack -n03967562 plow, plough -n03970156 plunger, plumber's helper -n03976467 Polaroid camera, Polaroid Land camera -n03976657 pole -n03977966 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria -n03980874 poncho -n03982430 pool table, billiard table, snooker table -n03983396 pop bottle, soda bottle -n03991062 pot, flowerpot -n03992509 potter's wheel -n03995372 power drill -n03998194 prayer rug, prayer mat -n04004767 printer -n04005630 prison, prison house -n04008634 projectile, missile -n04009552 projector -n04019541 puck, hockey puck -n04023962 punching bag, punch bag, punching ball, punchball -n04026417 purse -n04033901 quill, quill pen -n04033995 quilt, comforter, comfort, puff -n04037443 racer, race car, racing car -n04039381 racket, racquet -n04040759 radiator -n04041544 radio, wireless -n04044716 radio telescope, radio reflector -n04049303 rain barrel -n04065272 recreational vehicle, RV, R.V. -n04067472 reel -n04069434 reflex camera -n04070727 refrigerator, icebox -n04074963 remote control, remote -n04081281 restaurant, eating house, eating place, eatery -n04086273 revolver, six-gun, six-shooter -n04090263 rifle -n04099969 rocking chair, rocker -n04111531 rotisserie -n04116512 rubber eraser, rubber, pencil eraser -n04118538 rugby ball -n04118776 rule, ruler -n04120489 running shoe -n04125021 safe -n04127249 safety pin -n04131690 saltshaker, salt shaker -n04133789 sandal -n04136333 sarong -n04141076 sax, saxophone -n04141327 scabbard -n04141975 scale, weighing machine -n04146614 school bus -n04147183 schooner -n04149813 scoreboard -n04152593 screen, CRT screen -n04153751 screw -n04154565 screwdriver -n04162706 seat belt, seatbelt -n04179913 sewing machine -n04192698 shield, buckler -n04200800 shoe shop, shoe-shop, shoe store -n04201297 shoji -n04204238 shopping basket -n04204347 shopping cart -n04208210 shovel -n04209133 shower cap -n04209239 shower curtain -n04228054 ski -n04229816 ski mask -n04235860 sleeping bag -n04238763 slide rule, slipstick -n04239074 sliding door -n04243546 slot, one-armed bandit -n04251144 snorkel -n04252077 snowmobile -n04252225 snowplow, snowplough -n04254120 soap dispenser -n04254680 soccer ball -n04254777 sock -n04258138 solar dish, solar collector, solar furnace -n04259630 sombrero -n04263257 soup bowl -n04264628 space bar -n04265275 space heater -n04266014 space shuttle -n04270147 spatula -n04273569 speedboat -n04275548 spider web, spider's web -n04277352 spindle -n04285008 sports car, sport car -n04286575 spotlight, spot -n04296562 stage -n04310018 steam locomotive -n04311004 steel arch bridge -n04311174 steel drum -n04317175 stethoscope -n04325704 stole -n04326547 stone wall -n04328186 stopwatch, stop watch -n04330267 stove -n04332243 strainer -n04335435 streetcar, tram, tramcar, trolley, trolley car -n04336792 stretcher -n04344873 studio couch, day bed -n04346328 stupa, tope -n04347754 submarine, pigboat, sub, U-boat -n04350905 suit, suit of clothes -n04355338 sundial -n04355933 sunglass -n04356056 sunglasses, dark glasses, shades -n04357314 sunscreen, sunblock, sun blocker -n04366367 suspension bridge -n04367480 swab, swob, mop -n04370456 sweatshirt -n04371430 swimming trunks, bathing trunks -n04371774 swing -n04372370 switch, electric switch, electrical switch -n04376876 syringe -n04380533 table lamp -n04389033 tank, army tank, armored combat vehicle, armoured combat vehicle -n04392985 tape player -n04398044 teapot -n04399382 teddy, teddy bear -n04404412 television, television system -n04409515 tennis ball -n04417672 thatch, thatched roof -n04418357 theater curtain, theatre curtain -n04423845 thimble -n04428191 thresher, thrasher, threshing machine -n04429376 throne -n04435653 tile roof -n04442312 toaster -n04443257 tobacco shop, tobacconist shop, tobacconist -n04447861 toilet seat -n04456115 torch -n04458633 totem pole -n04461696 tow truck, tow car, wrecker -n04462240 toyshop -n04465501 tractor -n04467665 trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi -n04476259 tray -n04479046 trench coat -n04482393 tricycle, trike, velocipede -n04483307 trimaran -n04485082 tripod -n04486054 triumphal arch -n04487081 trolleybus, trolley coach, trackless trolley -n04487394 trombone -n04493381 tub, vat -n04501370 turnstile -n04505470 typewriter keyboard -n04507155 umbrella -n04509417 unicycle, monocycle -n04515003 upright, upright piano -n04517823 vacuum, vacuum cleaner -n04522168 vase -n04523525 vault -n04525038 velvet -n04525305 vending machine -n04532106 vestment -n04532670 viaduct -n04536866 violin, fiddle -n04540053 volleyball -n04542943 waffle iron -n04548280 wall clock -n04548362 wallet, billfold, notecase, pocketbook -n04550184 wardrobe, closet, press -n04552348 warplane, military plane -n04553703 washbasin, handbasin, washbowl, lavabo, wash-hand basin -n04554684 washer, automatic washer, washing machine -n04557648 water bottle -n04560804 water jug -n04562935 water tower -n04579145 whiskey jug -n04579432 whistle -n04584207 wig -n04589890 window screen -n04590129 window shade -n04591157 Windsor tie -n04591713 wine bottle -n04592741 wing -n04596742 wok -n04597913 wooden spoon -n04599235 wool, woolen, woollen -n04604644 worm fence, snake fence, snake-rail fence, Virginia fence -n04606251 wreck -n04612504 yawl -n04613696 yurt -n06359193 web site, website, internet site, site -n06596364 comic book -n06785654 crossword puzzle, crossword -n06794110 street sign -n06874185 traffic light, traffic signal, stoplight -n07248320 book jacket, dust cover, dust jacket, dust wrapper -n07565083 menu -n07579787 plate -n07583066 guacamole -n07584110 consomme -n07590611 hot pot, hotpot -n07613480 trifle -n07614500 ice cream, icecream -n07615774 ice lolly, lolly, lollipop, popsicle -n07684084 French loaf -n07693725 bagel, beigel -n07695742 pretzel -n07697313 cheeseburger -n07697537 hotdog, hot dog, red hot -n07711569 mashed potato -n07714571 head cabbage -n07714990 broccoli -n07715103 cauliflower -n07716358 zucchini, courgette -n07716906 spaghetti squash -n07717410 acorn squash -n07717556 butternut squash -n07718472 cucumber, cuke -n07718747 artichoke, globe artichoke -n07720875 bell pepper -n07730033 cardoon -n07734744 mushroom -n07742313 Granny Smith -n07745940 strawberry -n07747607 orange -n07749582 lemon -n07753113 fig -n07753275 pineapple, ananas -n07753592 banana -n07754684 jackfruit, jak, jack -n07760859 custard apple -n07768694 pomegranate -n07802026 hay -n07831146 carbonara -n07836838 chocolate sauce, chocolate syrup -n07860988 dough -n07871810 meat loaf, meatloaf -n07873807 pizza, pizza pie -n07875152 potpie -n07880968 burrito -n07892512 red wine -n07920052 espresso -n07930864 cup -n07932039 eggnog -n09193705 alp -n09229709 bubble -n09246464 cliff, drop, drop-off -n09256479 coral reef -n09288635 geyser -n09332890 lakeside, lakeshore -n09399592 promontory, headland, head, foreland -n09421951 sandbar, sand bar -n09428293 seashore, coast, seacoast, sea-coast -n09468604 valley, vale -n09472597 volcano -n09835506 ballplayer, baseball player -n10148035 groom, bridegroom -n10565667 scuba diver -n11879895 rapeseed -n11939491 daisy -n12057211 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum -n12144580 corn -n12267677 acorn -n12620546 hip, rose hip, rosehip -n12768682 buckeye, horse chestnut, conker -n12985857 coral fungus -n12998815 agaric -n13037406 gyromitra -n13040303 stinkhorn, carrion fungus -n13044778 earthstar -n13052670 hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa -n13054560 bolete -n13133613 ear, spike, capitulum -n15075141 toilet tissue, toilet paper, bathroom tissue diff --git a/flow-python/examples/simple_det_classify/__init__.py b/flow-python/examples/simple_det_classify/__init__.py deleted file mode 100644 index f57558f..0000000 --- a/flow-python/examples/simple_det_classify/__init__.py +++ /dev/null @@ -1,10 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 diff --git a/flow-python/examples/simple_det_classify/classify.py b/flow-python/examples/simple_det_classify/classify.py deleted file mode 100644 index 2c53661..0000000 --- a/flow-python/examples/simple_det_classify/classify.py +++ /dev/null @@ -1,100 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import json -import numpy as np -import cv2 -from loguru import logger -from megflow import register -from .lite import PredictorLite - - -@register(inputs=['inp'], outputs=['out']) -class Classify: - def __init__(self, name, arg): - logger.info("loading Resnet18 Classification...") - self.name = name - self.batch_size = arg['max_batch'] - self.timeout = arg['wait_time'] - - # load ReID model and warmup - self._model = PredictorLite(path=arg['path'], - device=arg['device'], - device_id=arg['device_id']) - warmup_data = np.zeros((224, 224, 3), dtype=np.uint8) - self._model.inference(warmup_data) - logger.info("Resnet18 loaded.") - - def expand(self, box, max_w, max_h, ratio): - l = box[0] - r = box[2] - t = box[1] - b = box[3] - center_x = (l + r) / 2 - center_y = (t + b) / 2 - w_side = (r - l) * ratio / 2 - h_side = (b - t) * ratio / 2 - - l = center_x - w_side - r = center_x + w_side - t = center_y - h_side - b = center_y + h_side - l = max(0, l) - t = max(0, t) - r = min(max_w, r) - b = min(max_h, b) - return int(l), int(t), int(r), int(b) - - def exec(self): - # batching - (envelopes, _) = self.inp.batch_recv(self.batch_size, self.timeout) - - if len(envelopes) == 0: - return - - crops = [] - for env in envelopes: - data = env.msg['data'] - items = env.msg['items'] - for item in items: - assert 'bbox' in item - bbox = item['bbox'] - l, t, r, b = self.expand(bbox, data.shape[1], data.shape[0], - 1.1) - crop = cv2.resize(data[t:b, l:r], (224, 224)) - crops.append(crop[np.newaxis, :]) - if len(crops) > 0: - data = np.concatenate(crops) - types = self._model.inference_batch(data) - for _type in types: - self.out.send(envelopes[0].repack(json.dumps(str(_type)))) - - # batch_size == 1 - # def exec(self): - # envelope = self.inp.recv() - # if envelope is None: - # return - - # data = envelope.msg['data'] - # items = [] - # results = [] - # if 'items' in envelope.msg: - # items = envelope.msg['items'] - # for _, item in enumerate(items): - # assert 'bbox' in item - # bbox = item['bbox'] - # l, t, r, b = self.expand(bbox, data.shape[1], data.shape[0], 1.1) - # _type = self._model.inference(data[t:b, l:r]) - # results.append({ - # "type": str(_type), - # "frame_id": str(envelope.partial_id) - # }) - # self.out.send(envelope.repack(json.dumps(results))) diff --git a/flow-python/examples/simple_det_classify/det.py b/flow-python/examples/simple_det_classify/det.py deleted file mode 100644 index 60a1d38..0000000 --- a/flow-python/examples/simple_det_classify/det.py +++ /dev/null @@ -1,78 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import numpy as np -from loguru import logger -from megflow import register -from warehouse.detection_yolox import PredictorLite - - -@register(inputs=['inp'], outputs=['out']) -class Detect: - def __init__(self, name, args): - logger.info("loading YOLOX detection...") - self._tsize = args['tsize'] - self._interval = args['interval'] - self._visualize = args['visualize'] - self.name = name - - # load detect model and warmup - self._predictor = PredictorLite(path=args['path'], - confthre=args['conf'], - nmsthre=args['nms'], - test_size=(self._tsize, self._tsize), - device=args['device'], - device_id=args['device_id']) - warmup_data = np.zeros((224, 224, 3), dtype=np.uint8) - self._predictor.inference(warmup_data) - logger.info(" YOLOX loaded.") - - @staticmethod - def restrict(val, min, max): - assert min < max - if val < min: - val = min - if val > max: - val = max - return val - - def exec(self): - envelope = self.inp.recv() - if envelope is None: - return - - msg = envelope.msg - msg['items'] = [] - - process = envelope.partial_id % self._interval == 0 - if process: - data = msg['data'] - outputs = self._predictor.inference(data) - # skip if detect nothing - if outputs is not None: - items = [] - - for i in range(outputs.shape[0]): - output = outputs[i] - item = dict() - item["bbox"] = output[0:4] - item["det_score"] = output[4] * output[5] - items.append(item) - msg['items'] = items - - # import cv2 - # x = self._predictor.visual(outputs, data) - # name = 'frame{0:07d}.jpg'.format(envelope.partial_id) - # cv2.imwrite(name, x) - - if self._visualize == 1: - msg['data'] = self._predictor.visual(outputs, data) - self.out.send(envelope) diff --git a/flow-python/examples/simple_det_classify/dump.py b/flow-python/examples/simple_det_classify/dump.py deleted file mode 100644 index acae30f..0000000 --- a/flow-python/examples/simple_det_classify/dump.py +++ /dev/null @@ -1,97 +0,0 @@ -# -*- coding: utf-8 -*- -# MegEngine is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2014-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -# pylint: skip-file -import argparse -import sys - -# pylint: disable=import-error -import resnet.model as resnet_model -# pylint: disable=import-error -import shufflenet.model as snet_model - -import numpy as np - -import megengine as mge -import megengine.functional as F -from megengine import jit - - -def dump_static_graph(model, graph_name, shape): - model.eval() - - data = mge.Tensor(np.ones(shape, dtype=np.uint8)) - - @jit.trace(capture_as_const=True) - def pred_func(data): - out = data.astype(np.float32) - - output_h, output_w = 224, 224 - # resize - M = mge.tensor(np.array([[1,0,0], [0,1,0], [0,0,1]], dtype=np.float32).reshape((1,3,3))) - out = F.vision.warp_perspective(out, M, (output_h, output_w), format='NHWC') - # mean - _mean = mge.Tensor(np.array([103.530, 116.280, 123.675], dtype=np.float32)) - out = F.sub(out, _mean) - # div - _div = mge.Tensor(np.array([57.375, 57.120, 58.395], dtype=np.float32)) - out = F.div(out, _div) - # dimshuffile - out = F.transpose(out, (0,3,1,2)) - - outputs = model(out) - return outputs - - pred_func(data) - pred_func.dump( - graph_name, - arg_names=["data"], - optimize_for_inference=True, - enable_fuse_conv_bias_nonlinearity=True, - ) - - -def main(): - parser = argparse.ArgumentParser(description="MegEngine Classification Dump .mge") - parser.add_argument( - "-a", - "--arch", - default="resnet18", - help="model architecture (default: resnet18)", - ) - parser.add_argument( - "-s", - "--shape", - type=int, - nargs='+', - default="1 3 224 224", - help="input shape (default: 1 3 224 224)" - ) - parser.add_argument( - "-o", - "--output", - type=str, - default="model.mge", - help="output filename" - ) - - args = parser.parse_args() - - if 'resnet' in args.arch: - model = getattr(resnet_model, args.arch)(pretrained=True) - elif 'shufflenet' in args.arch: - model = getattr(snet_model, args.arch)(pretrained=True) - else: - print('unavailable arch {}'.format(args.arch)) - sys.exit() - dump_static_graph(model, args.output, tuple(args.shape)) - - -if __name__ == "__main__": - main() diff --git a/flow-python/examples/simple_det_classify/lite.py b/flow-python/examples/simple_det_classify/lite.py deleted file mode 100644 index 603551e..0000000 --- a/flow-python/examples/simple_det_classify/lite.py +++ /dev/null @@ -1,106 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import argparse -import time -import cv2 -import numpy as np -import megenginelite as mgelite -from loguru import logger - - -class PredictorLite: - def __init__( - self, - path, - device="gpu", - device_id=0, - ): - - if "gpu" in device.lower(): - device_type = mgelite.LiteDeviceType.LITE_CUDA - else: - device_type = mgelite.LiteDeviceType.LITE_CPU - - net_config = mgelite.LiteConfig(device_type=device_type) - ios = mgelite.LiteNetworkIO() - ios.add_input(mgelite.LiteIO("data", is_host=True)) - - net = mgelite.LiteNetwork(config=net_config, io=ios) - net.device_id = device_id - net.load(path) - - self.net = net - - def inference_batch(self, img): - t0 = time.time() - - # build input tensor - inp_data = self.net.get_io_tensor("data") - inp_data.set_data_by_share(img) - - # forward - self.net.forward() - self.net.wait() - - # postprocess - output_keys = self.net.get_all_output_name() - output = self.net.get_io_tensor(output_keys[0]).to_numpy() - logger.debug("resnet18 infer avg time: {:.4f}s".format( - (time.time() - t0) / img.shape[0])) - - return np.argmax(output, axis=1).tolist() - - def inference(self, img): - t0 = time.time() - - img = cv2.resize(img, (224, 224)) - # build input tensor - inp_data = self.net.get_io_tensor("data") - inp_data.set_data_by_share(img) - - # forward - self.net.forward() - self.net.wait() - - # postprocess - output_keys = self.net.get_all_output_name() - output = self.net.get_io_tensor(output_keys[0]).to_numpy() - logger.debug("resnet18 infer time: {:.4f}s".format(time.time() - t0)) - - return np.argmax(output[0]) - - -def make_parser(): - parser = argparse.ArgumentParser("Classification Demo!") - parser.add_argument("--path", - default="./test.png", - help="path to images or video") - parser.add_argument("--model", - default=None, - type=str, - help=".mge for eval") - return parser - - -if __name__ == "__main__": - args = make_parser().parse_args() - predictor = PredictorLite(args.model) - image = cv2.imread(args.path) - if image is None: - logger.error(f"open {args.path} failed") - out = predictor.inference(image) - logger.info(f'{out}') - - for i in [1, 4, 8, 16, 32, 64, 128, 256]: - data = np.ones((i, 224, 224, 3), dtype=np.uint8) - out_batch = predictor.inference_batch(data) - logger.info(f'batch {i+1} {out_batch}') diff --git a/flow-python/examples/simple_det_classify/video_cpu.toml b/flow-python/examples/simple_det_classify/video_cpu.toml deleted file mode 100644 index 066326e..0000000 --- a/flow-python/examples/simple_det_classify/video_cpu.toml +++ /dev/null @@ -1,47 +0,0 @@ -main = "tutorial_02" - -[[nodes]] -name = "det" -ty = "Detect" -model = "yolox-s" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/simple_det_classify_models/yolox_s.mge" -interval = 5 -visualize = 1 -device = "cpu" -device_id = 0 - -[[nodes]] -name = "classify" -ty = "Classify" -path = "models/simple_det_classify_models/resnet18_preproc_inside.mge" -device = "cpu" -device_id = 0 -max_batch = 4 -wait_time = 100 - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["classify:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "classify:inp"] }, -] - -[[graphs]] -name = "tutorial_02" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoServer" - port = 8085 - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/simple_det_classify/video_test.toml b/flow-python/examples/simple_det_classify/video_test.toml deleted file mode 100644 index 967ef01..0000000 --- a/flow-python/examples/simple_det_classify/video_test.toml +++ /dev/null @@ -1,48 +0,0 @@ -main = "tutorial_02" - -[[nodes]] -name = "det" -ty = "Detect" -model = "yolox-s" -conf = 0.25 -nms = 0.45 -tsize = 640 -path = "models/simple_det_classify_models/yolox_s.mge" -interval = 1 -visualize = 1 -device = "gpu" -device_id = 0 - -[[nodes]] -name = "classify" -ty = "Classify" -path = "models/simple_det_classify_models/resnet18_preproc_inside.mge" -device = "gpu" -device_id = 0 -max_batch = 4 -wait_time = 100 - -[[graphs]] -name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["classify:out"] }] -connections = [ - { cap = 16, ports = ["det:out", "classify:inp"] }, -] - -[[graphs]] -name = "tutorial_02" -connections = [ - { cap = 16, ports = ["source:out", "destination:inp"] }, - { cap = 16, ports = ["source:inp", "destination:out"] } -] - - [[graphs.nodes]] - name = "source" - ty = "VideoInput" - repeat = 1 - urls = ["/path/to/your/video.ts"] - - [[graphs.nodes]] - name = "destination" - ty = "subgraph" diff --git a/flow-python/examples/utils.py b/flow-python/examples/utils.py deleted file mode 100644 index 008d03e..0000000 --- a/flow-python/examples/utils.py +++ /dev/null @@ -1,214 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -import numpy as np - - -def sigmoid(x: float) -> float: - return 1.0 / 1.0 + np.exp(-x) - - -def iou(r0: np.array, r1: np.array) -> float: - xx1 = max(r0[1], r1[1]) - yy1 = max(r0[2], r1[2]) - xx2 = min(r0[3], r1[3]) - yy2 = min(r0[4], r1[4]) - dx = max(0., xx2 - xx1) - dy = max(0, yy2 - yy1) - i = dx * dy - u = (r0[3] - r0[1]) * (r0[4] - r0[2]) + (r1[3] - r1[1]) * (r1[4] - - r1[2]) - i - iou = i / u - return iou - - -def is_overlap(rect1: np.array, rect2: np.array, iou_thr: float) -> bool: - ov = iou(rect1, rect2) - return ov >= iou_thr - - -def shrink_rect(rect): - x1, y1, x2, y2 = rect - - # shrink person to center - ''' - x1_new = (x2 - x1) / 4 + x1 - x2_new = x2 - (x2 - x1) / 4 - y1_new = (y2 - y1) / 4 + y1 - y2_new = y2 - (y2 - y1) / 4 - ''' - - # shrink person to head by stat - w = x2 - x1 + 1 - h = y2 - y1 + 1 - - head_ratio_h2w = 1.3 - - min_head_width = 40 # set min_head if person is too small - min_head_height = min_head_width * head_ratio_h2w - - ratio_w = 0.3478 # 0.3478 is the width of head relative to person - ratio_h = 0.1709 # 0.1709 is the height of head relative to person - - w_head = max(w * ratio_w, min_head_width) - h_head = max(h * ratio_h, min_head_height) - - x1_new = x1 + ( - w - - w_head) * 0.5 # put the center of head on x at the center of person - y1_new = y1 + h * 0.0931 - h_head * 0.5 # 0.0931 if the y_center of head relative to person - x2_new = x1_new + w_head - 1 - y2_new = y1_new + h_head - 1 - - return x1_new, y1_new, x2_new, y2_new - - -def filter_rect_by_score_and_size(scores, rects, idx, size): - if scores[idx] == -1: - return np.array([]) - elif rects[idx][2] - rects[idx][0] + 1 <= size or rects[idx][3] - rects[ - idx][1] + 1 <= size: - return np.array([]) - else: - return np.concatenate((rects[idx], scores[idx:idx + 1])) - - -def is_overlap_v2(rect1, rect2, iou_threshold): - xx1 = max(rect1[0], rect2[0]) - yy1 = max(rect1[1], rect2[1]) - xx2 = min(rect1[2], rect2[2]) - yy2 = min(rect1[3], rect2[3]) - dx = max(0, xx2 - xx1 + 1) - dy = max(0, yy2 - yy1 + 1) - i = dx * dy - u = (rect1[2] - rect1[0] + 1) * (rect1[3] - rect1[1] + 1) + ( - rect2[2] - rect2[0] + 1) * (rect2[3] - rect2[1] + 1) - i - ov = i / u - return rect1[4] * rect2[4] < ov or ov >= iou_threshold - - -def is_overlap_v1(rect1, rect2, iou_threshold): - xx1 = max(rect1[0], rect2[0]) - yy1 = max(rect1[1], rect2[1]) - xx2 = min(rect1[2], rect2[2]) - yy2 = min(rect1[3], rect2[3]) - dx = max(0, xx2 - xx1 + 1) - dy = max(0, yy2 - yy1 + 1) - i = dx * dy - u = (rect1[2] - rect1[0] + 1) * (rect1[3] - rect1[1] + 1) + ( - rect2[2] - rect2[0] + 1) * (rect2[3] - rect2[1] + 1) - i - ov = i / u - return ov >= iou_threshold - - -def IoB(rect1, rect2, iob_threshold): - b = (rect2[:, 2] - rect2[:, 0] + 1) * (rect2[:, 3] - rect2[:, 1] + 1) - # from IPython import embed; embed() $TODO - xx1 = np.maximum(rect1[:, 0], rect2[:, 0]) - yy1 = np.maximum(rect1[:, 1], rect2[:, 1]) - xx2 = np.minimum(rect1[:, 2], rect2[:, 2]) - yy2 = np.minimum(rect1[:, 3], rect2[:, 3]) - dx = np.maximum(0, xx2 - xx1 + 1) - dy = np.maximum(0, yy2 - yy1 + 1) - i = dx * dy - ov = i / b - ov[b < 0] = 0 - return ov - - -def IoU(rect1, rect2, iob_threshold): - a1 = (rect1[:, 2] - rect1[:, 0] + 1) * (rect1[:, 3] - rect1[:, 1] + 1) - a2 = (rect2[:, 2] - rect2[:, 0] + 1) * (rect2[:, 3] - rect2[:, 1] + 1) - xx1 = np.maximum(rect1[:, 0], rect2[:, 0]) - yy1 = np.maximum(rect1[:, 1], rect2[:, 1]) - xx2 = np.minimum(rect1[:, 2], rect2[:, 2]) - yy2 = np.minimum(rect1[:, 3], rect2[:, 3]) - dx = np.maximum(0, xx2 - xx1 + 1) - dy = np.maximum(0, yy2 - yy1 + 1) - i = dx * dy - - ov = i / (a1 + a2 - i) - ov[a1 + a2 - i < 0] = 0 - return ov - - -def simple_merge(rect1, rect2): - if rect2[4] > rect1[4]: - return rect2 - else: - return rect1 - - -def raw_nms(boxes, scores, iou_threshold=0.3): - if 0 == len(boxes): - return [] - rects = list(boxes) - for i in range(len(rects)): - rects[i] = list(rects[i]) - rects[i].append(scores[i]) - rects[i].append(i) - - rects.sort(key=lambda x: x[4], reverse=True) - - rect_valid = [True for i in range(len(rects))] - for i in range(len(rects)): - if rect_valid[i]: - j = i + 1 - while j < len(rect_valid): - if is_overlap_v1(rects[i], rects[j], iou_threshold): - rect_valid[j] = False - j = j + 1 - - return [x[5] for i, x in enumerate(rects) if rect_valid[i]] - - -def nms(boxes, scores, iou_threshold=0.3): - if 0 == len(boxes): - return [] - rects = list(boxes) - for i in range(len(rects)): - rects[i] = list(rects[i]) - rects[i].append(scores[i]) - rects[i].append(i) - rects.sort(key=lambda x: x[1]) - idx = 0 - for i in range(len(rects)): - if is_overlap_v2(rects[i], rects[idx], iou_threshold): - rects[idx] = simple_merge(rects[idx], rects[i]) - else: - idx += 1 - if idx != i: - rects[idx] = rects[i] - rects = rects[:idx + 1] - rects.sort(key=lambda x: x[0]) - idx = 0 - for i in range(len(rects)): - if is_overlap_v2(rects[i], rects[idx], iou_threshold): - rects[idx] = simple_merge(rects[idx], rects[i]) - else: - idx += 1 - if idx != i: - rects[idx] = rects[i] - rects = rects[:idx + 1] - idx = 0 - while idx < len(rects): - left = idx + 1 - right = len(rects) - 1 - while left <= right: - if is_overlap_v2(rects[idx], rects[left], iou_threshold): - rects[idx] = simple_merge(rects[idx], rects[left]) - rects[left] = rects[right] - right -= 1 - else: - left += 1 - if len(rects) != right + 1: - rects = rects[:right + 1] - idx += 1 - return [x[5] for x in rects] diff --git a/flow-python/examples/warehouse/detection_memd/README.md b/flow-python/examples/warehouse/detection_memd/README.md deleted file mode 100644 index 1e90648..0000000 --- a/flow-python/examples/warehouse/detection_memd/README.md +++ /dev/null @@ -1,26 +0,0 @@ -# Megvii Electric Moped Detector -包含电动车检测 ONNX 模型及推理代码 - -gif1 gif2 gif3 - -完整视频: [demo_1](https://v.qq.com/x/page/k3257ewacxa.html), [demo_2](https://v.qq.com/x/page/e3257kxhhut.html), [demo_3](https://v.qq.com/x/page/y32572ztgnt.html) - -## 准备工作 -安装 cuda 10.1 以及 cudnn 7.6.3 - -## 安装 -``` -git clone https://github.com/megvii-research/MEMD.git -cd MEMD -pip3 install -r requirements.txt -``` - -## 推理 -``` -python3 scripts/inference.py --detector ./models/model.onnx --input-img ./demo/input.jpg --model-json ./models/config.json --output-path ./demo/output.jpg - ---detector ：onnx模型 ---input-img ：输入图片地址 ---model-json ：模型的配置文件地址 ---output-path ：检测结果文件地址 -``` diff --git a/flow-python/examples/warehouse/detection_memd/__init__.py b/flow-python/examples/warehouse/detection_memd/__init__.py deleted file mode 100644 index df29ec9..0000000 --- a/flow-python/examples/warehouse/detection_memd/__init__.py +++ /dev/null @@ -1,12 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from .onnx_model import load_onnx_model, run diff --git a/flow-python/examples/warehouse/detection_memd/main.py b/flow-python/examples/warehouse/detection_memd/main.py deleted file mode 100644 index c8e4bba..0000000 --- a/flow-python/examples/warehouse/detection_memd/main.py +++ /dev/null @@ -1,86 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import sys -import json -import argparse - -import cv2 -from loguru import logger - -sys.path.append('.') -from .onnx_model import load_onnx_model, run - - -def inference(detector_path, img, output_path): - class_names = ["elec_cycle"] - onnx_session = load_onnx_model(detector_path) - - score_thrs = 0.05 - nms_thrs = 0.6 - - score_thrs = max(score_thrs, 0.5) - - res = run(onnx_session, img, class_names, score_thrs, nms_thrs) - - for box in res["boxes"]: - cv2.rectangle( - img, - (int(box["x"]), int(box["y"])), - (int(box["x"] + box["w"]), int(box["y"] + box["h"])), - (0, 255, 0), - 2, - ) - cv2.putText( - img, - "{}:{:.2f}".format(box["class_name"], box["score"]), - (int(box["x"] - 10), int(box["y"] - 10)), - cv2.FONT_HERSHEY_SIMPLEX, - 1, - (0, 255, 0), - 2, - ) - - if not output_path.endswith((".jpg", ".png")): - output_path = f"{output_path}.jpg" - - cv2.imwrite(output_path, img) - logger.info(f"Inference on an image and write to {output_path}") - - box_num = len(res["boxes"]) - - return box_num - - -def parse_args(): - parser = argparse.ArgumentParser("Electric Moped Detector") - parser.add_argument("--detector", - default="./models/model.onnx", - help="The path to onnx detector. ") - parser.add_argument("--input-img", - default="./demo/input.jpg", - help="The path to demo image to inference. ") - parser.add_argument("--output-path", - default="./demo/output.jpg", - help="The path of output images. ") - args = parser.parse_args() - - return args - - -def main(): - args = parse_args() - img = cv2.imread(args.input_img) - inference(args.detector, img, args.output_path) - - -if __name__ == "__main__": - main() diff --git a/flow-python/examples/warehouse/detection_memd/onnx_model.py b/flow-python/examples/warehouse/detection_memd/onnx_model.py deleted file mode 100644 index 7117ef7..0000000 --- a/flow-python/examples/warehouse/detection_memd/onnx_model.py +++ /dev/null @@ -1,138 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from loguru import logger -import onnxruntime -import cv2 -import numpy as np - - -def load_onnx_model(onnx_path): - onnx_session = onnxruntime.InferenceSession(onnx_path) - return onnx_session - - -def get_output_name(onnx_session): - output_name = [] - for node in onnx_session.get_outputs(): - output_name.append(node.name) - return output_name - - -def transform(image, target_shape=(960, 960)): - image_height, image_width, _ = image.shape - ratio_h = target_shape[1] * 1.0 / image_height - ratio_w = target_shape[0] * 1.0 / image_width - image = cv2.resize(image, target_shape) - return image, ratio_h, ratio_w - - -def is_overlap_v1(rect1, rect2, iou_threshold): - xx1 = max(rect1[0], rect2[0]) - yy1 = max(rect1[1], rect2[1]) - xx2 = min(rect1[2], rect2[2]) - yy2 = min(rect1[3], rect2[3]) - dx = max(0, xx2 - xx1 + 1) - dy = max(0, yy2 - yy1 + 1) - i = dx * dy - u = (rect1[2] - rect1[0] + 1) * (rect1[3] - rect1[1] + 1) + ( - rect2[2] - rect2[0] + 1) * (rect2[3] - rect2[1] + 1) - i - ov = i / u - return ov >= iou_threshold - - -def raw_nms(boxes, iou_threshold=0.3): - if 0 == len(boxes): - return [] - rects = list(boxes) - for i in range(len(rects)): - rects[i] = list(rects[i]) - rects[i].append(i) - - rects.sort(key=lambda x: x[4], reverse=True) - - rect_valid = [True for i in range(len(rects))] - for i in range(len(rects)): - if rect_valid[i]: - j = i + 1 - while j < len(rect_valid): - if is_overlap_v1(rects[i], rects[j], iou_threshold): - rect_valid[j] = False - j = j + 1 - - return [x[5] for i, x in enumerate(rects) if rect_valid[i]] - - -def onnx_inference(onnx_session, num_classes, image, topk_candidates=1000): - - output_name = get_output_name(onnx_session) - - image, ratio_h, ratio_w = transform(image) - image = image.astype(np.float32) - image = np.expand_dims(image.transpose((2, 0, 1)), 0) - - scores, boxes = onnx_session.run(output_name, input_feed={"input": image}) - - keep = scores.max(axis=1) > 0.1 - scores = scores[keep] - boxes = boxes[keep] - - scores = scores.flatten() - # Keep top k top scoring indices only. - num_topk = min(topk_candidates, len(boxes)) - # torch.sort is actually faster than .topk (at least on GPUs) - topk_idxs = np.argsort(scores) - - scores = scores[topk_idxs][-num_topk:] - topk_idxs = topk_idxs[-num_topk:] - - # filter out the proposals with low confidence score - shift_idxs = topk_idxs // num_classes - classes = topk_idxs % num_classes - boxes = boxes[shift_idxs] - - boxes[:, 0] /= ratio_w - boxes[:, 1] /= ratio_h - boxes[:, 2] /= ratio_w - boxes[:, 3] /= ratio_h - - return boxes, scores, classes - - -def run(onnx_session, image, class_names, score_thrs, nms_thr=0.6): - num_classes = len(class_names) - import time - t0 = time.time() - boxes, scores, cls_idxs = onnx_inference(onnx_session, num_classes, image) - cost = time.time() - t0 - logger.info(f'memd inference: {cost}s') - - assert len(boxes) == len(scores) and len(boxes) == len(cls_idxs) - - if isinstance(score_thrs, float): - keep = scores > max(score_thrs, 0.2) - else: - score_thrs = np.asarray(score_thrs) - keep = scores > np.maximum(score_thrs[cls_idxs], 0.2) - - pred_boxes = np.concatenate( - [boxes, scores[:, np.newaxis], cls_idxs[:, np.newaxis]], axis=1) - pred_boxes = pred_boxes[keep] - - all_boxes = [] - for cls_idx in range(len(class_names)): - keep_per_cls = pred_boxes[:, -1] == cls_idx - if keep_per_cls.sum() > 0: - pred_boxes_per_cls = pred_boxes[keep_per_cls].astype(np.float32) - keep_idx = raw_nms(pred_boxes_per_cls[:, :5], nms_thr) - for idx in keep_idx: - all_boxes.append(pred_boxes_per_cls[idx]) - return all_boxes diff --git a/flow-python/examples/warehouse/detection_memd/requirements.txt b/flow-python/examples/warehouse/detection_memd/requirements.txt deleted file mode 100644 index 2f8c997..0000000 --- a/flow-python/examples/warehouse/detection_memd/requirements.txt +++ /dev/null @@ -1,5 +0,0 @@ -onnxruntime-gpu==1.2.0 -opencv-python -numpy -loguru -Cython \ No newline at end of file diff --git a/flow-python/examples/warehouse/detection_yolox/README.md b/flow-python/examples/warehouse/detection_yolox/README.md deleted file mode 100644 index daf59ca..0000000 --- a/flow-python/examples/warehouse/detection_yolox/README.md +++ /dev/null @@ -1,33 +0,0 @@ -# YOLOX-Python-MegEngine - -Python version of YOLOX object detection base on [MegEngine](https://github.com/MegEngine/MegEngine). - -## Tutorial - -### Step1: install requirements - -``` -python3 -m pip install megengine -f https://megengine.org.cn/whl/mge.html -``` - -### Step2: convert checkpoint weights from torch's path file - -``` -python3 convert_weights.py -w yolox_s.pth -o yolox_s_mge.pkl -``` - -### Step3: run demo - -This part is the same as torch's python demo, but no need to specify device. - -``` -python3 lite.py image -n yolox-s -c yolox_s_mge.pkl --path ../../../assets/dog.jpg --conf 0.25 --nms 0.45 --tsize 640 --save_result -``` - -### [Optional]Step4: dump model for cpp inference - -> **Note**: result model is dumped with `optimize_for_inference` and `enable_fuse_conv_bias_nonlinearity`. - -``` -python3 tools/dump.py -n yolox-s -c yolox_s_mge.pkl --dump_path yolox_s.mge -``` diff --git a/flow-python/examples/warehouse/detection_yolox/__init__.py b/flow-python/examples/warehouse/detection_yolox/__init__.py deleted file mode 100644 index dce1601..0000000 --- a/flow-python/examples/warehouse/detection_yolox/__init__.py +++ /dev/null @@ -1,12 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from .lite import PredictorLite diff --git a/flow-python/examples/warehouse/detection_yolox/coco_classes.py b/flow-python/examples/warehouse/detection_yolox/coco_classes.py deleted file mode 100644 index 17f5cbe..0000000 --- a/flow-python/examples/warehouse/detection_yolox/coco_classes.py +++ /dev/null @@ -1,86 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding:utf-8 -*- -# Copyright (c) Megvii, Inc. and its affiliates. - -COCO_CLASSES = ( - "person", - "bicycle", - "car", - "motorcycle", - "airplane", - "bus", - "train", - "truck", - "boat", - "traffic light", - "fire hydrant", - "stop sign", - "parking meter", - "bench", - "bird", - "cat", - "dog", - "horse", - "sheep", - "cow", - "elephant", - "bear", - "zebra", - "giraffe", - "backpack", - "umbrella", - "handbag", - "tie", - "suitcase", - "frisbee", - "skis", - "snowboard", - "sports ball", - "kite", - "baseball bat", - "baseball glove", - "skateboard", - "surfboard", - "tennis racket", - "bottle", - "wine glass", - "cup", - "fork", - "knife", - "spoon", - "bowl", - "banana", - "apple", - "sandwich", - "orange", - "broccoli", - "carrot", - "hot dog", - "pizza", - "donut", - "cake", - "chair", - "couch", - "potted plant", - "bed", - "dining table", - "toilet", - "tv", - "laptop", - "mouse", - "remote", - "keyboard", - "cell phone", - "microwave", - "oven", - "toaster", - "sink", - "refrigerator", - "book", - "clock", - "vase", - "scissors", - "teddy bear", - "hair drier", - "toothbrush", -) diff --git a/flow-python/examples/warehouse/detection_yolox/lite.py b/flow-python/examples/warehouse/detection_yolox/lite.py deleted file mode 100644 index 4136d07..0000000 --- a/flow-python/examples/warehouse/detection_yolox/lite.py +++ /dev/null @@ -1,213 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding:utf-8 -*- -# Copyright (c) Megvii, Inc. and its affiliates. - -import argparse -import os -import time - -import cv2 -import megenginelite as mgelite -from loguru import logger - -from .coco_classes import COCO_CLASSES -from .process import postprocess, postprocess_ndarray, preprocess -from .visualize import vis -import numpy as np - -IMAGE_EXT = [".jpg", ".jpeg", ".webp", ".bmp", ".png"] - - -def make_parser(): - parser = argparse.ArgumentParser("YOLOX Demo!") - parser.add_argument("-n", - "--name", - type=str, - default="yolox-s", - help="model name") - parser.add_argument("--path", - default="./test.png", - help="path to images or video") - - parser.add_argument("-c", - "--ckpt", - default=None, - type=str, - help="ckpt for eval") - parser.add_argument("--conf", default=None, type=float, help="test conf") - parser.add_argument("--nms", - default=None, - type=float, - help="test nms threshold") - parser.add_argument("--tsize", - default=None, - type=int, - help="test img size") - return parser - - -def get_image_list(path): - image_names = [] - for maindir, _, file_name_list in os.walk(path): - for filename in file_name_list: - apath = os.path.join(maindir, filename) - ext = os.path.splitext(apath)[1] - if ext in IMAGE_EXT: - image_names.append(apath) - return image_names - - -class PredictorLite(object): - def __init__( - self, - path, - confthre=0.01, - nmsthre=0.65, - test_size=(640, 640), - cls_names=COCO_CLASSES, - trt_file=None, - decoder=None, - device="gpu", - device_id=0, - ): - - if "gpu" in device.lower(): - device_type = mgelite.LiteDeviceType.LITE_CUDA - else: - device_type = mgelite.LiteDeviceType.LITE_CPU - - net_config = mgelite.LiteConfig(device_type=device_type) - ios = mgelite.LiteNetworkIO() - ios.add_input(mgelite.LiteIO("data", is_host=True)) - # ios.add_input(LiteIO("idx", is_host=True)) - # ios.add_input(LiteIO("roi", is_host=True)) - - net = mgelite.LiteNetwork(config=net_config, io=ios) - net.device_id = device_id - net.load(path) - - self.net = net - self.device = device - self.cls_names = cls_names - self.decoder = decoder - self.num_classes = 80 - self.confthre = confthre - self.nmsthre = nmsthre - self.test_size = test_size - self.rgb_means = (0.485, 0.456, 0.406) - self.std = (0.229, 0.224, 0.225) - - def lite_postprocess(self, outputs, img_size, p6=False): - grids = [] - expanded_strides = [] - - if not p6: - strides = [8, 16, 32] - else: - strides = [8, 16, 32, 64] - - hsizes = [img_size[0] // stride for stride in strides] - wsizes = [img_size[1] // stride for stride in strides] - - for hsize, wsize, stride in zip(hsizes, wsizes, strides): - xv, yv = np.meshgrid(np.arange(wsize), np.arange(hsize)) - grid = np.stack((xv, yv), 2).reshape(1, -1, 2) - grids.append(grid) - shape = grid.shape[:2] - expanded_strides.append(np.full((*shape, 1), stride)) - - grids = np.concatenate(grids, 1) - expanded_strides = np.concatenate(expanded_strides, 1) - outputs[..., :2] = (outputs[..., :2] + grids) * expanded_strides - outputs[..., 2:4] = np.exp(outputs[..., 2:4]) * expanded_strides - - return outputs - - def restrict(self, val, min, max): - assert (min < max) - if val < min: - val = min - if val > max: - val = max - return val - - def inference(self, img): - t0 = time.time() - - (max_h, max_w, _) = img.shape - - # preprocess - img, ratio = preprocess(img, self.test_size, self.rgb_means, self.std) - - # build input tensor - data = img[np.newaxis, :] - inp_data = self.net.get_io_tensor("data") - inp_data.set_data_by_copy(data) - - # forward - self.net.forward() - self.net.wait() - - # postprocess - output_keys = self.net.get_all_output_name() - outputs = self.net.get_io_tensor(output_keys[0]).to_numpy() - - outputs = self.lite_postprocess(outputs[0], list(self.test_size)) - outputs = outputs[np.newaxis, :] - - bboxes = postprocess_ndarray(outputs, self.num_classes, self.confthre, - self.nmsthre) - if bboxes is None: - return None - for i in range(len(bboxes)): - bbox = bboxes[i][0:4] / ratio - bbox[0] = self.restrict(bbox[0], 0, max_w) - bbox[1] = self.restrict(bbox[1], 0, max_h) - bbox[2] = self.restrict(bbox[2], bbox[0], max_w) - bbox[3] = self.restrict(bbox[3], bbox[1], max_h) - bboxes[i][0:4] = bbox - - logger.debug("YOLOX infer time: {:.4f}s".format(time.time() - t0)) - return np.array(bboxes) - - def visual(self, output, img, cls_conf=0.35): - if output is None: - return img - - # preprocessing: resize - bboxes = output[:, 0:4] - cls = output[:, 6] - scores = output[:, 4] * output[:, 5] - - vis_res = vis(img, bboxes, scores, cls, cls_conf, self.cls_names) - return vis_res - - -def main(args): - dirname = os.path.join("./yolox_outputs", args.name) - os.makedirs(dirname, exist_ok=True) - - confthre = 0.01 - nmsthre = 0.65 - test_size = (640, 640) - if args.conf is not None: - confthre = args.conf - if args.nms is not None: - nmsthre = args.nms - if args.tsize is not None: - test_size = (args.tsize, args.tsize) - - predictor = PredictorLite(args.ckpt, confthre, nmsthre, test_size, - COCO_CLASSES, None, None, "gpu", 0) - - frame = cv2.imread(args.path) - outputs = predictor.inference(frame) - result_frame = predictor.visual(outputs, frame) - - filename = os.path.join(dirname, "out.jpg") - cv2.imwrite(filename, result_frame) - - -if __name__ == "__main__": - args = make_parser().parse_args() - main(args) diff --git a/flow-python/examples/warehouse/detection_yolox/process.py b/flow-python/examples/warehouse/detection_yolox/process.py deleted file mode 100644 index a265657..0000000 --- a/flow-python/examples/warehouse/detection_yolox/process.py +++ /dev/null @@ -1,161 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding:utf-8 -*- -# Copyright (c) 2014-2021 Megvii Inc. All rights reserved. - -import cv2 -import megengine.functional as F -import numpy as np - -__all__ = [ - "preprocess", - "postprocess", -] - - -def is_overlap_v1(rect1, rect2, iou_threshold): - xx1 = max(rect1[0], rect2[0]) - yy1 = max(rect1[1], rect2[1]) - xx2 = min(rect1[2], rect2[2]) - yy2 = min(rect1[3], rect2[3]) - dx = max(0, xx2 - xx1 + 1) - dy = max(0, yy2 - yy1 + 1) - i = dx * dy - u = (rect1[2] - rect1[0] + 1) * (rect1[3] - rect1[1] + 1) + ( - rect2[2] - rect2[0] + 1) * (rect2[3] - rect2[1] + 1) - i - ov = i / u - return ov >= iou_threshold - - -def cpu_nms(boxes, iou_threshold=0.3): - if 0 == len(boxes): - return [] - rects = list(boxes) - rects.sort(key=lambda x: x[4] * x[5], reverse=True) - - rect_valid = [True for i in range(len(rects))] - for i in range(len(rects)): - if rect_valid[i]: - j = i + 1 - while j < len(rect_valid): - if is_overlap_v1(rects[i], rects[j], iou_threshold): - rect_valid[j] = False - j = j + 1 - - return [x for i, x in enumerate(rects) if rect_valid[i]] - - -def preprocess(image, input_size, mean, std, swap=(2, 0, 1)): - # print(f'{image.shape}') - if len(image.shape) == 3: - padded_img = np.ones((input_size[0], input_size[1], 3)) * 114.0 - else: - padded_img = np.ones(input_size) * 114.0 - img = np.array(image) - r = min(input_size[0] / img.shape[0], input_size[1] / img.shape[1]) - resized_img = cv2.resize( - img, - (int(img.shape[1] * r), int(img.shape[0] * r)), - interpolation=cv2.INTER_LINEAR, - ).astype(np.float32) - padded_img[:int(img.shape[0] * r), :int(img.shape[1] * r)] = resized_img - image = padded_img - - image = image.astype(np.float32) - image = image[:, :, ::-1] - image /= 255.0 - if mean is not None: - image -= mean - if std is not None: - image /= std - image = image.transpose(swap) - image = np.ascontiguousarray(image, dtype=np.float32) - return image, r - - -def argmax_keepdims(x, axis): - output_shape = list(x.shape) - output_shape[axis] = 1 - return np.argmax(x, axis=axis).reshape(output_shape) - - -def postprocess_ndarray(prediction, num_classes, conf_thre=0.7, nms_thre=0.45): - box_corner = np.zeros_like(prediction) - box_corner[:, :, 0] = prediction[:, :, 0] - prediction[:, :, 2] / 2 - box_corner[:, :, 1] = prediction[:, :, 1] - prediction[:, :, 3] / 2 - box_corner[:, :, 2] = prediction[:, :, 0] + prediction[:, :, 2] / 2 - box_corner[:, :, 3] = prediction[:, :, 1] + prediction[:, :, 3] / 2 - prediction[:, :, :4] = box_corner[:, :, :4] - - output = [None for _ in range(len(prediction))] - for i, image_pred in enumerate(prediction): - - # If none are remaining => process next image - if not image_pred.shape[0]: - continue - # Get score and class with highest confidence - class_conf = np.max(image_pred[:, 5:5 + num_classes], 1, keepdims=True) - - class_pred = argmax_keepdims(image_pred[:, 5:5 + num_classes], 1) - - class_conf_squeeze = np.squeeze(class_conf) - - conf_mask = image_pred[:, 4] * class_conf_squeeze >= conf_thre - detections = np.concatenate( - (image_pred[:, :5], class_conf, class_pred), 1) - detections = detections[conf_mask] - if not detections.shape[0]: - continue - - detections = cpu_nms(detections, nms_thre) - - if output[i] is None: - output[i] = detections - else: - output[i] = np.concatenate((output[i], detections)) - - if output[0] is not None: - return output[0] - return None - - -def postprocess(prediction, num_classes, conf_thre=0.7, nms_thre=0.45): - box_corner = F.zeros_like(prediction) - box_corner[:, :, 0] = prediction[:, :, 0] - prediction[:, :, 2] / 2 - box_corner[:, :, 1] = prediction[:, :, 1] - prediction[:, :, 3] / 2 - box_corner[:, :, 2] = prediction[:, :, 0] + prediction[:, :, 2] / 2 - box_corner[:, :, 3] = prediction[:, :, 1] + prediction[:, :, 3] / 2 - prediction[:, :, :4] = box_corner[:, :, :4] - - output = [None for _ in range(len(prediction))] - for i, image_pred in enumerate(prediction): - - # If none are remaining => process next image - if not image_pred.shape[0]: - continue - # Get score and class with highest confidence - class_conf = F.max(image_pred[:, 5:5 + num_classes], 1, keepdims=True) - class_pred = F.argmax(image_pred[:, 5:5 + num_classes], - 1, - keepdims=True) - - class_conf_squeeze = F.squeeze(class_conf) - conf_mask = image_pred[:, 4] * class_conf_squeeze >= conf_thre - detections = F.concat((image_pred[:, :5], class_conf, class_pred), 1) - detections = detections[conf_mask] - if not detections.shape[0]: - continue - - nms_out_index = F.vision.nms( - detections[:, :4], - detections[:, 4] * detections[:, 5], - nms_thre, - ) - detections = detections[nms_out_index] - if output[i] is None: - output[i] = detections - else: - output[i] = F.concat((output[i], detections)) - - if output[0] is not None: - return output[0].numpy() - return None diff --git a/flow-python/examples/warehouse/detection_yolox/visualize.py b/flow-python/examples/warehouse/detection_yolox/visualize.py deleted file mode 100644 index 257cc07..0000000 --- a/flow-python/examples/warehouse/detection_yolox/visualize.py +++ /dev/null @@ -1,72 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding:utf-8 -*- -# Copyright (c) 2014-2021 Megvii Inc. All rights reserved. - -import cv2 -import numpy as np - -__all__ = ["vis"] - - -def vis(img, boxes, scores, cls_ids, conf=0.5, class_names=None): - - for i in range(len(boxes)): - box = boxes[i] - cls_id = int(cls_ids[i]) - score = scores[i] - if score < conf: - continue - x0 = int(box[0]) - y0 = int(box[1]) - x1 = int(box[2]) - y1 = int(box[3]) - - color = (_COLORS[cls_id] * 255).astype(np.uint8).tolist() - text = '{}:{:.1f}%'.format(class_names[cls_id], score * 100) - txt_color = (0, 0, 0) if np.mean(_COLORS[cls_id]) > 0.5 else (255, 255, - 255) - font = cv2.FONT_HERSHEY_SIMPLEX - - txt_size = cv2.getTextSize(text, font, 0.4, 1)[0] - cv2.rectangle(img, (x0, y0), (x1, y1), color, 2) - - txt_bk_color = (_COLORS[cls_id] * 255 * 0.7).astype(np.uint8).tolist() - cv2.rectangle(img, (x0, y0 + 1), - (x0 + txt_size[0] + 1, y0 + int(1.5 * txt_size[1])), - txt_bk_color, -1) - cv2.putText(img, - text, (x0, y0 + txt_size[1]), - font, - 0.4, - txt_color, - thickness=1) - - return img - - -_COLORS = np.array([ - 0.000, 0.447, 0.741, 0.850, 0.325, 0.098, 0.929, 0.694, 0.125, 0.494, - 0.184, 0.556, 0.466, 0.674, 0.188, 0.301, 0.745, 0.933, 0.635, 0.078, - 0.184, 0.300, 0.300, 0.300, 0.600, 0.600, 0.600, 1.000, 0.000, 0.000, - 1.000, 0.500, 0.000, 0.749, 0.749, 0.000, 0.000, 1.000, 0.000, 0.000, - 0.000, 1.000, 0.667, 0.000, 1.000, 0.333, 0.333, 0.000, 0.333, 0.667, - 0.000, 0.333, 1.000, 0.000, 0.667, 0.333, 0.000, 0.667, 0.667, 0.000, - 0.667, 1.000, 0.000, 1.000, 0.333, 0.000, 1.000, 0.667, 0.000, 1.000, - 1.000, 0.000, 0.000, 0.333, 0.500, 0.000, 0.667, 0.500, 0.000, 1.000, - 0.500, 0.333, 0.000, 0.500, 0.333, 0.333, 0.500, 0.333, 0.667, 0.500, - 0.333, 1.000, 0.500, 0.667, 0.000, 0.500, 0.667, 0.333, 0.500, 0.667, - 0.667, 0.500, 0.667, 1.000, 0.500, 1.000, 0.000, 0.500, 1.000, 0.333, - 0.500, 1.000, 0.667, 0.500, 1.000, 1.000, 0.500, 0.000, 0.333, 1.000, - 0.000, 0.667, 1.000, 0.000, 1.000, 1.000, 0.333, 0.000, 1.000, 0.333, - 0.333, 1.000, 0.333, 0.667, 1.000, 0.333, 1.000, 1.000, 0.667, 0.000, - 1.000, 0.667, 0.333, 1.000, 0.667, 0.667, 1.000, 0.667, 1.000, 1.000, - 1.000, 0.000, 1.000, 1.000, 0.333, 1.000, 1.000, 0.667, 1.000, 0.333, - 0.000, 0.000, 0.500, 0.000, 0.000, 0.667, 0.000, 0.000, 0.833, 0.000, - 0.000, 1.000, 0.000, 0.000, 0.000, 0.167, 0.000, 0.000, 0.333, 0.000, - 0.000, 0.500, 0.000, 0.000, 0.667, 0.000, 0.000, 0.833, 0.000, 0.000, - 1.000, 0.000, 0.000, 0.000, 0.167, 0.000, 0.000, 0.333, 0.000, 0.000, - 0.500, 0.000, 0.000, 0.667, 0.000, 0.000, 0.833, 0.000, 0.000, 1.000, - 0.000, 0.000, 0.000, 0.143, 0.143, 0.143, 0.286, 0.286, 0.286, 0.429, - 0.429, 0.429, 0.571, 0.571, 0.571, 0.714, 0.714, 0.714, 0.857, 0.857, - 0.857, 0.000, 0.447, 0.741, 0.314, 0.717, 0.741, 0.50, 0.5, 0 -]).astype(np.float32).reshape(-1, 3) diff --git a/flow-python/examples/warehouse/quality_naive/__init__.py b/flow-python/examples/warehouse/quality_naive/__init__.py deleted file mode 100644 index c90acbc..0000000 --- a/flow-python/examples/warehouse/quality_naive/__init__.py +++ /dev/null @@ -1,12 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from .quality import Quality diff --git a/flow-python/examples/warehouse/quality_naive/quality.py b/flow-python/examples/warehouse/quality_naive/quality.py deleted file mode 100644 index 4c2a090..0000000 --- a/flow-python/examples/warehouse/quality_naive/quality.py +++ /dev/null @@ -1,31 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import cv2 - - -class Quality: - @staticmethod - def clearness(mat): - return cv2.Laplacian(mat, cv2.CV_64F).var() - - @staticmethod - def area(mat): - return mat.shape[0] * mat.shape[1] - - -if __name__ == "__main__": - import sys - mat = cv2.imread(sys.argv[1]) - if mat is None: - print(f'load {sys.argv[1]} failed') - sys.exit(-1) - print(f'brightness: {Quality.clearness(mat)}') diff --git a/flow-python/examples/warehouse/reid_alignedreid/README.md b/flow-python/examples/warehouse/reid_alignedreid/README.md deleted file mode 100644 index e465214..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# How to test AlignedReid Model - -Download models and soft link -```bash -$ ln -s ${DOWNLOAD_DIR} flow-python/examples/models -``` - -Run - -```bash -$ cd flow-python/examples/warehouse -$ python3 -m reid_alignedreid.main ../models/aligned_reid.pkl reid_alignedreid/image/positive1.jpg reid_alignedreid/image/positive2.jpg reid_alignedreid/image/negative.jpg - -10 19:07:09 WRN Unused params in `strict=False` mode, unused={'local_bn.bias', 'fc.weight', 'local_bn.running_mean', 'local_bn.running_var', 'local_conv.weight', 'local_conv.bias', 'fc.bias', 'local_bn.weight'} -distance_positive: 0.0987139493227005 -distance_negtive: 0.2990190088748932 -``` diff --git a/flow-python/examples/warehouse/reid_alignedreid/__init__.py b/flow-python/examples/warehouse/reid_alignedreid/__init__.py deleted file mode 100644 index 184c72c..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -# from .model import Model -from .lite import PredictorLite diff --git a/flow-python/examples/warehouse/reid_alignedreid/dump.py b/flow-python/examples/warehouse/reid_alignedreid/dump.py deleted file mode 100644 index fe80c21..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/dump.py +++ /dev/null @@ -1,62 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import argparse -import megengine as mge -import numpy as np -from megengine import jit -from .model import Model - - -def make_parser(): - parser = argparse.ArgumentParser("Resnet50 Dump") - parser.add_argument("-c", - "--ckpt", - default=None, - type=str, - help="ckpt for eval") - parser.add_argument("--dump_path", - default="model.mge", - help="path to save the dumped model") - return parser - - -def dump_static_graph(model, graph_name="model.mge"): - model.eval() - - data = mge.Tensor(np.random.random((1, 3, 224, 224))) - - @jit.trace(capture_as_const=True) - def pred_func(data): - outputs = model(data) - return outputs - - pred_func(data) - pred_func.dump( - graph_name, - arg_names=["data"], - optimize_for_inference=True, - enable_fuse_conv_bias_nonlinearity=True, - ) - - -def main(args): - model = Model() - sd = mge.load(args.ckpt) - model.load_state_dict(sd, strict=False) - model.eval() - - dump_static_graph(model, args.dump_path) - - -if __name__ == "__main__": - args = make_parser().parse_args() - main(args) diff --git a/flow-python/examples/warehouse/reid_alignedreid/image/badcase_tiger.jpg b/flow-python/examples/warehouse/reid_alignedreid/image/badcase_tiger.jpg deleted file mode 100644 index a9d4d420a71fa16759f26cc92c050e02efa7c73b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 71406 zcmbTdWl$Vn)IK=4LvWV_3mz;u1h)_@xCM6)Fu>pz+#z^yhv4ooxLa^{n?VQv^LyW_ z-7ouLcTZQ}>aM=seV)E`&pq`#r(gfQZUWvZ$jHk8;NSoNxVH`Px&n{{z{CA#|F!V{ z86v`eEfOLk0wOXJGV=fIC}^n2C}=3i$fy{oXz2gh+Yu%PI_7^T|2^b?Z-qxfKtMuA zK}PwXF8`mJ*KPnVD%>8NI0D=U06Z=n0xsNZKY;qpPo)2G@6Fl&H8^+#L?mRCH#ace zIyAg{a~}cW&1s}JkKcOxyj=$%;v(U_=M+cAS2afY;7q_35TA=mD^b%!s5T9u<2G># 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zxS^$l6P_rC8^;_R(_{w7@vT!c2WY{Mj-#ioe1$R2XoZA^Jn>5~gaynv$dudiq@j(hWB=}RYHE0_~X4CbXNmWa1VZg4m z?7p_w78b0`1nz*WAoKp!%5q&SQLu?d{Bq~1t)J`@Un#8J3)$LPqzM(QWar)?vVNH~ z&Q_FFonNKOL}|Mlm~)RhI#`vLz*HueCJ-n*ARLbmDx6<_AP-+U=bvV=-oPYXrx@h; ciW%*L9KS8`sR`3EgXK+0Zn80KR2#tm*)fH9(f|Me diff --git a/flow-python/examples/warehouse/reid_alignedreid/lite.py b/flow-python/examples/warehouse/reid_alignedreid/lite.py deleted file mode 100644 index 9ff523c..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/lite.py +++ /dev/null @@ -1,80 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding:utf-8 -*- -# Copyright (c) Megvii, Inc. and its affiliates. - -# import argparse -# import os -import time - -import cv2 -import megenginelite as mgelite -from .process import preprocess -from loguru import logger -import numpy as np - - -class PredictorLite(object): - def __init__( - self, - path, - device="gpu", - device_id=0, - ): - - if "gpu" in device.lower(): - device_type = mgelite.LiteDeviceType.LITE_CUDA - else: - device_type = mgelite.LiteDeviceType.LITE_CPU - - net_config = mgelite.LiteConfig(device_type=device_type) - ios = mgelite.LiteNetworkIO() - ios.add_input(mgelite.LiteIO("data", is_host=True)) - - net = mgelite.LiteNetwork(config=net_config, io=ios) - net.device_id = device_id - net.load(path) - - self.net = net - - def inference(self, mat): - t0 = time.time() - - img = preprocess(mat, - input_size=(224, 224), - scale_im=True, - mean=[0.486, 0.459, 0.408], - std=[0.229, 0.224, 0.225]) - - # build input tensor - data = img[np.newaxis, :] - inp_data = self.net.get_io_tensor("data") - inp_data.set_data_by_copy(data) - - # forward - self.net.forward() - self.net.wait() - - # postprocess - output_keys = self.net.get_all_output_name() - output = self.net.get_io_tensor(output_keys[0]).to_numpy() - logger.debug("ReID infer time: {:.4f}s".format(time.time() - t0)) - return output - - -if __name__ == "__main__": - import sys - predictor = PredictorLite(sys.argv[1]) - img2 = cv2.imread(sys.argv[2]) - output2 = predictor.inference(img2) - - img3 = cv2.imread(sys.argv[3]) - output3 = predictor.inference(img3) - - img4 = cv2.imread(sys.argv[4]) - output4 = predictor.inference(img4) - - positive = np.linalg.norm(output2 - output3) - print(f'distance_positive: {positive}') - - negative = np.linalg.norm(output3 - output4) - print(f'distance_positive: {negative}') diff --git a/flow-python/examples/warehouse/reid_alignedreid/main.py b/flow-python/examples/warehouse/reid_alignedreid/main.py deleted file mode 100644 index 29ef721..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/main.py +++ /dev/null @@ -1,44 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from math import log -from loguru import logger -import megengine as mge -import cv2 -import megengine.functional as F -import numpy as np - -from .model import Model - -if __name__ == "__main__": - import sys - if len(sys.argv) < 5: - print( - "usage: python3 -m reid_alignedreid/demo reid.pkl positive1.png positive2.png negtive.jpg" - ) - sys.exit(0) - model = Model() - sd = mge.load(sys.argv[1]) - model.load_state_dict(sd, strict=False) - model.eval() - feat1 = model.inference(cv2.imread(sys.argv[2])) - logger.info(f'{feat1}') - feat2 = model.inference(cv2.imread(sys.argv[3])) - logger.info(f'{feat2}') - - feat3 = model.inference(cv2.imread(sys.argv[4])) - logger.info(f'{feat3}') - - positive = np.linalg.norm(feat1 - feat2) - print(f'distance_positive: {positive}') - - negtive = np.linalg.norm(feat3 - feat2) - print(f'distance_negtive: {negtive}') diff --git a/flow-python/examples/warehouse/reid_alignedreid/model.py b/flow-python/examples/warehouse/reid_alignedreid/model.py deleted file mode 100644 index 4bfe74c..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/model.py +++ /dev/null @@ -1,54 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import megengine as mge -import megengine.module as nn -import megengine.module.init as init -import megengine.functional as F -import time -from loguru import logger - -from .resnet import resnet50, resnet18 -from .process import preprocess - - -class Model(nn.Module): - def __init__(self): - super(Model, self).__init__() - self.base = resnet50() - # planes = 2048 - - def forward(self, x): - """ - Returns: - global_feat: shape [N, C] - local_feat: shape [N, H, c] - """ - # shape [N, C, H, W] - feat = self.base(x) - feat = F.avg_pool2d(feat, (feat.shape[2], feat.shape[3])) - # shape [N, C] - feat = F.flatten(feat, 1) - feat = F.normalize(feat, axis=1) - return feat - - def inference(self, mat): - t0 = time.time() - img = preprocess(mat, - input_size=(224, 224), - scale_im=True, - mean=[0.486, 0.459, 0.408], - std=[0.229, 0.224, 0.225]) - img = F.expand_dims(mge.tensor(img), 0) - feat = self.forward(img) - logger.info("AlignedReID infer time: {:.4f}s".format(time.time() - t0)) - - return feat[0].numpy() diff --git a/flow-python/examples/warehouse/reid_alignedreid/process.py b/flow-python/examples/warehouse/reid_alignedreid/process.py deleted file mode 100644 index 835ce24..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/process.py +++ /dev/null @@ -1,35 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python3 -# -*- coding:utf-8 -*- - -import cv2 -import megengine.functional as F -import numpy as np -from loguru import logger - -__all__ = ["preprocess"] - - -def preprocess(image, input_size, scale_im, mean, std, swap=(2, 0, 1)): - if image is None: - logger.error("image is None") - return image - image = cv2.resize(image, input_size) - image = image.astype(np.float32) - image = image[:, :, ::-1] - if scale_im: - image /= 255.0 - if mean is not None: - image -= mean - if std is not None: - image /= std - image = image.transpose(swap) - image = np.ascontiguousarray(image, dtype=np.float32) - return image diff --git a/flow-python/examples/warehouse/reid_alignedreid/resnet.py b/flow-python/examples/warehouse/reid_alignedreid/resnet.py deleted file mode 100644 index 90cc355..0000000 --- a/flow-python/examples/warehouse/reid_alignedreid/resnet.py +++ /dev/null @@ -1,220 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import megengine.module as nn -import math - -__all__ = [ - 'ResNet', 'resnet18', 'resnet34', 'resnet50', 'resnet101', 'resnet152' -] - - -def conv3x3(in_planes, out_planes, stride=1): - """3x3 convolution with padding""" - return nn.Conv2d(in_planes, - out_planes, - kernel_size=3, - stride=stride, - padding=1, - bias=False) - - -class BasicBlock(nn.Module): - expansion = 1 - - def __init__(self, inplanes, planes, stride=1, downsample=None): - super(BasicBlock, self).__init__() - self.conv1 = conv3x3(inplanes, planes, stride) - self.bn1 = nn.BatchNorm2d(planes) - self.relu = nn.ReLU() - self.conv2 = conv3x3(planes, planes) - self.bn2 = nn.BatchNorm2d(planes) - self.downsample = downsample - self.stride = stride - - def forward(self, x): - residual = x - - out = self.conv1(x) - out = self.bn1(out) - out = self.relu(out) - - out = self.conv2(out) - out = self.bn2(out) - - if self.downsample is not None: - residual = self.downsample(x) - - out += residual - out = self.relu(out) - - return out - - -class Bottleneck(nn.Module): - expansion = 4 - - def __init__(self, inplanes, planes, stride=1, downsample=None): - super(Bottleneck, self).__init__() - self.conv1 = nn.Conv2d(inplanes, planes, kernel_size=1, bias=False) - self.bn1 = nn.BatchNorm2d(planes) - self.conv2 = nn.Conv2d(planes, - planes, - kernel_size=3, - stride=stride, - padding=1, - bias=False) - self.bn2 = nn.BatchNorm2d(planes) - self.conv3 = nn.Conv2d(planes, planes * 4, kernel_size=1, bias=False) - self.bn3 = nn.BatchNorm2d(planes * 4) - self.relu = nn.ReLU() - self.downsample = downsample - self.stride = stride - - def forward(self, x): - residual = x - - out = self.conv1(x) - out = self.bn1(out) - out = self.relu(out) - - out = self.conv2(out) - out = self.bn2(out) - out = self.relu(out) - - out = self.conv3(out) - out = self.bn3(out) - - if self.downsample is not None: - residual = self.downsample(x) - - out += residual - out = self.relu(out) - - return out - - -class ResNet(nn.Module): - def __init__(self, block, layers): - self.inplanes = 64 - super(ResNet, self).__init__() - self.conv1 = nn.Conv2d(3, - 64, - kernel_size=7, - stride=2, - padding=3, - bias=False) - self.bn1 = nn.BatchNorm2d(64) - self.relu = nn.ReLU() - self.maxpool = nn.MaxPool2d(kernel_size=3, stride=2, padding=1) - self.layer1 = self._make_layer(block, 64, layers[0]) - self.layer2 = self._make_layer(block, 128, layers[1], stride=2) - self.layer3 = self._make_layer(block, 256, layers[2], stride=2) - self.layer4 = self._make_layer(block, 512, layers[3], stride=2) - - for m in self.modules(): - if isinstance(m, nn.Conv2d): - n = m.kernel_size[0] * m.kernel_size[1] * m.out_channels - nn.init.uniform_(m.weight, 0, math.sqrt(2. / n)) - elif isinstance(m, nn.BatchNorm2d): - nn.init.ones_(m.weight) - nn.init.zeros_(m.bias) - - def _make_layer(self, block, planes, blocks, stride=1): - downsample = None - if stride != 1 or self.inplanes != planes * block.expansion: - downsample = nn.Sequential( - nn.Conv2d(self.inplanes, - planes * block.expansion, - kernel_size=1, - stride=stride, - bias=False), - nn.BatchNorm2d(planes * block.expansion), - ) - - layers = [] - layers.append(block(self.inplanes, planes, stride, downsample)) - self.inplanes = planes * block.expansion - for i in range(1, blocks): - layers.append(block(self.inplanes, planes)) - - return nn.Sequential(*layers) - - def forward(self, x): - x = self.conv1(x) - x = self.bn1(x) - x = self.relu(x) - x = self.maxpool(x) - - x = self.layer1(x) - x = self.layer2(x) - x = self.layer3(x) - x = self.layer4(x) - - return x - - -def remove_fc(state_dict): - """Remove the fc layer parameters from state_dict.""" - for key in list(state_dict.keys()): - if key.startswith('fc.'): - del state_dict[key] - return state_dict - - -def resnet18(): - """Constructs a ResNet-18 model. - - Args: - pretrained (bool): If True, returns a model pre-trained on ImageNet - """ - model = ResNet(BasicBlock, [2, 2, 2, 2]) - return model - - -def resnet34(): - """Constructs a ResNet-34 model. - - Args: - pretrained (bool): If True, returns a model pre-trained on ImageNet - """ - model = ResNet(BasicBlock, [3, 4, 6, 3]) - return model - - -def resnet50(): - """Constructs a ResNet-50 model. - - Args: - pretrained (bool): If True, returns a model pre-trained on ImageNet - """ - model = ResNet(Bottleneck, [3, 4, 6, 3]) - return model - - -def resnet101(): - """Constructs a ResNet-101 model. - - Args: - pretrained (bool): If True, returns a model pre-trained on ImageNet - """ - model = ResNet(Bottleneck, [3, 4, 23, 3]) - return model - - -def resnet152(): - """Constructs a ResNet-152 model. - - Args: - pretrained (bool): If True, returns a model pre-trained on ImageNet - """ - model = ResNet(Bottleneck, [3, 8, 36, 3]) - return model diff --git a/flow-python/examples/warehouse/track_iou/__init__.py b/flow-python/examples/warehouse/track_iou/__init__.py deleted file mode 100644 index 73676d0..0000000 --- a/flow-python/examples/warehouse/track_iou/__init__.py +++ /dev/null @@ -1,12 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from .track_iou import Tracker diff --git a/flow-python/examples/warehouse/track_iou/track_iou.py b/flow-python/examples/warehouse/track_iou/track_iou.py deleted file mode 100644 index 10d70f7..0000000 --- a/flow-python/examples/warehouse/track_iou/track_iou.py +++ /dev/null @@ -1,332 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from loguru import logger -import numpy as np -from scipy.optimize import linear_sum_assignment, leastsq - - -class CostGenerator: - def __init__(self): - self.linear_pred_funcs = [] - for _ in range(4): - self.linear_pred_funcs.append(LinearFunc()) - - def update(self, x, boxes): - y = np.array([bb['bbox'] for bb in boxes]) - for i in range(4): - self.linear_pred_funcs[i].update(x, y[:, i]) - - def predict(self, x): - linear_pred = np.zeros(4) - for i in range(4): - linear_pred[i] = self.linear_pred_funcs[i].predict(x) - return linear_pred - - def get_cost(self, x, det_box): - pred_box = self.predict(x) - return 1 - get_iou(pred_box, det_box['bbox']) - - -class Tracker: - ''' - Args: - detections (list): list of detections per frame - sigma_h (float): high detection threshold. - sigma_iou (float): IOU threshold. - t_min (float): minimum track length in frames. - m_tolerance (float): - * If the confidence of a track is below a threshold, the tracker will not be - * deleted at once, but hidden temporarily in the internal state of the - * tracker. Only after N consecutive frames in which the confidence scores are - * all below the threshold, will the track be deleted. Otherwise, the track - * will be resumed. - ''' - def __init__(self): - self.sigma_h = 0.05 - self.threshold = 0.8 - self.t_min_item = 1 - self.miss_tolerance = 4 - self.max_history_len = 6 - self.smooth_factor = 0.3 - self.frame_count = 0 - self.tracker_count = 0 - ''' - tracker: - keys = [boxes, frame_ids, cost_generator, - max_score, num_miss, num_valid] - boxes: list of boxes, in shape of [x1, y1, x2, y2, score] - ''' - self.trackers = dict() - - def set_args(self, **kwargs): - if "sigma_h" in kwargs: - self.sigma_h = kwargs["sigma_h"] - if "sigma_iou" in kwargs: - self.threshold = 1 - kwargs["sigma_iou"] - if "t_min_item" in kwargs: - self.t_min_item = kwargs["t_min_item"] - if "miss_tolerance" in kwargs: - self.miss_tolerance = kwargs["miss_tolerance"] - if "max_history_len" in kwargs: - self.max_history_len = kwargs["max_history_len"] - if "smooth_factor" in kwargs: - self.smooth_factor = kwargs["smooth_factor"] - - self.frame_count = 0 - self.tracker_count = 0 - self.trackers = dict() - - def _get_next_track_id(self): - self.tracker_count += 1 - return self.tracker_count - - def _get_results(self, use_smooth=True): - ret = [] - # logger.debug(f'track.internal: {self.trackers}') - for tracker_id, tracker in self.trackers.items(): - if tracker['num_valid'] < self.t_min_item or \ - tracker['max_score'] < self.sigma_h or \ - tracker['num_miss'] > 0: - continue - - if use_smooth and \ - len(tracker['frame_ids']) > 1 and \ - (tracker['frame_ids'][-1] - tracker['frame_ids'][-2] == 1): - boxes = np.array([bb['bbox'] for bb in tracker['boxes']]) - bbox = smooth_boxes(boxes, self.smooth_factor) - else: - bbox = tracker['boxes'][-1]['bbox'] - - ret.append(dict(tid=tracker_id, bbox=bbox)) - - return ret - - def _update_trackers(self, det_boxes): - failed_ids = [] - self.frame_count += 1 - - updated_tracker_ids = set() - matched_det_ids = set() - # Step 1: match tracker and det_boxes - if len(self.trackers) > 0: - # Step 1.1: generate cost matrix - list_tracker_id = list(self.trackers.keys()) - mat_cost = np.zeros([len(list_tracker_id), len(det_boxes)]) - for i, tracker_id in enumerate(list_tracker_id): - tracker = self.trackers[tracker_id] - min_frame_id = tracker['frame_ids'][0] - for j, det_box in enumerate(det_boxes): - mat_cost[i, j] = tracker['cost_generator'].get_cost( - self.frame_count - min_frame_id, det_box) - # Step 1.2: match cost with linear_sum_assignment - matched_row_idxes, matched_col_idxes = linear_sum_assignment( - mat_cost) - - for r, c in zip(matched_row_idxes, matched_col_idxes): - tracker_id = list_tracker_id[r] - matched_det_box = det_boxes[c] - - # Step 2: update matched trackers - if mat_cost[r, c] < self.threshold: - self.trackers[tracker_id]['boxes'].append(matched_det_box) - if len(self.trackers[tracker_id] - ['boxes']) > self.max_history_len: - self.trackers[tracker_id]['boxes'] = \ - self.trackers[tracker_id]['boxes'][-self.max_history_len:] - self.trackers[tracker_id]['frame_ids'].append( - self.frame_count) - if len(self.trackers[tracker_id] - ['frame_ids']) > self.max_history_len: - self.trackers[tracker_id]['frame_ids'] = \ - self.trackers[tracker_id]['frame_ids'][-self.max_history_len:] - - min_frame_id = self.trackers[tracker_id]['frame_ids'][0] - self.trackers[tracker_id]['cost_generator'].update( - np.array(self.trackers[tracker_id]['frame_ids']) - - min_frame_id, - np.array(self.trackers[tracker_id]['boxes'])) - - self.trackers[tracker_id]['num_miss'] = 0 - self.trackers[tracker_id]['max_score'] = \ - max(self.trackers[tracker_id]['max_score'], - matched_det_box['score']) - self.trackers[tracker_id]['num_valid'] += 1 - self.trackers[tracker_id]['num_item'] += 1 - - updated_tracker_ids.add(tracker_id) - matched_det_ids.add(c) - - # Step 2: update failed trackers - for tracker_id in list_tracker_id: - if tracker_id in updated_tracker_ids: - continue - self.trackers[tracker_id]['num_miss'] += 1 - - if self.trackers[tracker_id]['num_miss'] > self.miss_tolerance: - self.trackers.pop(tracker_id) - failed_ids.append(tracker_id) - - # Step 3: start new tracker - for i, det_box in enumerate(det_boxes): - if i in matched_det_ids: - continue - tracker_id = self._get_next_track_id() - self.trackers[tracker_id] = dict() - self.trackers[tracker_id]['boxes'] = [] - self.trackers[tracker_id]['boxes'].append(det_box) - self.trackers[tracker_id]['frame_ids'] = [] - self.trackers[tracker_id]['frame_ids'].append(self.frame_count) - self.trackers[tracker_id]['max_score'] = det_box['score'] - self.trackers[tracker_id]['num_miss'] = 0 - self.trackers[tracker_id]['num_valid'] = 1 - self.trackers[tracker_id]['num_item'] = 1 - self.trackers[tracker_id]['cost_generator'] = CostGenerator() - self.trackers[tracker_id]['cost_generator'].update( - np.array([0]), [ - det_box, - ]) - - # return finished track id - return failed_ids - - def track(self, det_boxes, use_smooth=True): - failed_ids = self._update_trackers(det_boxes) - return self._get_results(use_smooth), failed_ids - - -def get_iou(bbox1, bbox2): - """ - Calculates the intersection-over-union of two bounding boxes. - Args: - bbox1 (numpy.array, list of floats): bounding box in format x1, y1, x2, y2. - bbox2 (numpy.array, list of floats): bounding box in format x1, y1, x2, y2. - Returns: - int: intersection-over-onion of bbox1, bbox2 - """ - - x1_1, y1_1, x1_2, y1_2 = bbox1[:4] - x2_1, y2_1, x2_2, y2_2 = bbox2[:4] - - # get the overlap rectangle - overlap_x1 = max(x1_1, x2_1) - overlap_y1 = max(y1_1, y2_1) - overlap_x2 = min(x1_2, x2_2) - overlap_y2 = min(y1_2, y2_2) - - # check if there is an overlap - if overlap_x2 - overlap_x1 <= 0 or overlap_y2 - overlap_y1 <= 0: - return 0 - - # if yes, calculate the ratio of the overlap to each ROI size and the unified size - size_1 = (x1_2 - x1_1 + 1) * (y1_2 - y1_1 + 1) - size_2 = (x2_2 - x2_1 + 1) * (y2_2 - y2_1 + 1) - size_intersection = (overlap_x2 - overlap_x1 + 1) * (overlap_y2 - - overlap_y1 + 1) - size_union = size_1 + size_2 - size_intersection - - return size_intersection / size_union - - -def smooth_boxes(boxes, smooth_fatcor=0.3): - if len(boxes) > 1: - smoothed_box = [ - boxes[-2][0] * smooth_fatcor + boxes[-1][0] * (1 - smooth_fatcor), - boxes[-2][1] * smooth_fatcor + boxes[-1][1] * (1 - smooth_fatcor), - boxes[-2][2] * smooth_fatcor + boxes[-1][2] * (1 - smooth_fatcor), - boxes[-2][3] * smooth_fatcor + boxes[-1][3] * (1 - smooth_fatcor), - boxes[-1][-1], - ] - else: - smoothed_box = boxes[-1] - return smoothed_box - - -def linear_func(p, x): - k, b = p - return k * x + b - - -def linear_error(p, x, y): - return linear_func(p, x) - y - - -class LinearFunc: - def __init__(self): - self.param = (np.array([0, 0]), 0) - - def update(self, x, y): - if len(x) == 1: - self.param = (np.array([0, y[0]]), 0) - else: - self.param = leastsq(linear_error, self.param[0], args=(x, y)) - - def predict(self, x): - return linear_func(self.param[0], x) - - -if __name__ == "__main__": - - def build_test_input1(): - item1 = dict() - item1["bbox"] = np.array([10, 20, 300, 300]) - item1["score"] = 0.7 - item1["cls"] = int(15) - - item2 = dict() - item2["bbox"] = np.array([300, 300, 600, 600]) - item2["score"] = 0.8 - item2["cls"] = int(15) - - return [item1, item2] - - def build_test_input2(): - item1 = dict() - item1["bbox"] = np.array([60, 60, 360, 360]) - item1["score"] = 0.77 - item1["cls"] = int(15) - - item2 = dict() - item2["bbox"] = np.array([310, 310, 660, 660]) - item2["score"] = 0.88 - item2["cls"] = int(15) - - return [item1, item2] - - def build_test_input3(): - item1 = dict() - item1["bbox"] = np.array([60, 60, 360, 360]) - item1["score"] = 0.77 - item1["cls"] = int(15) - - return [item1] - - t = Tracker() - - set1 = build_test_input1() - for i in range(6): - t.track(set1) - - set6 = build_test_input2() - print(f'set6 result {t.track(set6)}') - - set7 = build_test_input2() - print(f'set7 result {t.track(set7)}') - - set8 = build_test_input3() - - # give failed_ids - for i in range(9): - print(f'set8 result {t.track(set8)}') - - # clean all - for i in range(10): - print(f'{t.track([])}') diff --git a/flow-python/gen_whl.sh b/flow-python/gen_whl.sh deleted file mode 100755 index fb109ee..0000000 --- a/flow-python/gen_whl.sh +++ /dev/null @@ -1,28 +0,0 @@ -# build py36~38 version -CONDA_BASE=$(conda info --base) -source $CONDA_BASE/etc/profile.d/conda.sh -conda activate py36 -cargo build --example run_with_plugins --release -cp ../target/release/examples/run_with_plugins ./megflow/run_with_plugins_inner -rm -rf ./build -py='py36' python3 setup.py bdist_wheel -p linux-x86_64 -d py36_dist - -conda activate py37 -cargo build --example run_with_plugins --release -cp ../target/release/examples/run_with_plugins ./megflow/run_with_plugins_inner -rm -rf ./build -py='py37' python3 setup.py bdist_wheel -p linux-x86_64 -d py37_dist - -conda activate py38 -cargo build --example run_with_plugins --release -cp ../target/release/examples/run_with_plugins ./megflow/run_with_plugins_inner -rm -rf ./build -py='py38' python3 setup.py bdist_wheel -p linux-x86_64 -d py38_dist - - -rm -rf dist -mkdir dist -cp py36_dist/megflow-0.1.0-py36-none-linux_x86_64.whl dist/ -cp py37_dist/megflow-0.1.0-py37-none-linux_x86_64.whl dist/ -cp py38_dist/megflow-0.1.0-py38-none-linux_x86_64.whl dist/ -rm -rf py36_dist py37_dist py38_dist diff --git a/flow-python/megflow/__init__.py b/flow-python/megflow/__init__.py deleted file mode 100644 index 315e39b..0000000 --- a/flow-python/megflow/__init__.py +++ /dev/null @@ -1,12 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -from .registry import register, collect, res_register diff --git a/flow-python/megflow/command_line.py b/flow-python/megflow/command_line.py deleted file mode 100644 index 499ed18..0000000 --- a/flow-python/megflow/command_line.py +++ /dev/null @@ -1,24 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -import sys -import subprocess -import pkg_resources -from find_libpython import find_libpython - - -def main(): - bin_exist = pkg_resources.resource_exists('megflow', 'run_with_plugins_inner') - if not bin_exist: - print('cannot find run_with_plugins, exit!') - sys.exit(-1) - bin_path = pkg_resources.resource_filename('megflow', 'run_with_plugins_inner') - - pylib_dir = os.path.dirname(find_libpython()) - - sys.argv[0] = bin_path - ret = subprocess.Popen(sys.argv, env={**os.environ, 'LD_LIBRARY_PATH': pylib_dir + ':' + os.environ['LD_LIBRARY_PATH']}) - ret.wait() - - -if __name__ == '__main__': - main() diff --git a/flow-python/megflow/registry.py b/flow-python/megflow/registry.py deleted file mode 100644 index 5007527..0000000 --- a/flow-python/megflow/registry.py +++ /dev/null @@ -1,69 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -from collections import Iterable - -def __register(name, inputs, outputs, exclusive, func): - params = {} - - params['name'] = name - params['code'] = func - params['inputs'] = inputs - params['outputs'] = outputs - params['exclusive'] = exclusive - - return params - - -def __res_register(name, func): - params = {} - params['name'] = name - params['code'] = func - - return params - - -__NODES_PLUGINS = 'nodes' -__RESOURCE_PLUGINS = 'resources' -__PLUGINS_DEFAULT = { - __NODES_PLUGINS: [], - __RESOURCE_PLUGINS: [], -} -_PLUGINS_REGISTRY = __PLUGINS_DEFAULT.copy() - -def register(name=None, inputs=[], outputs=[], exclusive=False): - def decorator(func): - nonlocal name - global _PLUGINS_REGISTRY - if name is None: - name = func.__name__ - _PLUGINS_REGISTRY[__NODES_PLUGINS].append(__register(name, inputs, outputs, exclusive, func)) - return func - - return decorator - - -def res_register(name=None): - def decorator(func): - nonlocal name - global _PLUGINS_REGISTRY - if name is None: - name = func.__name__ - _PLUGINS_REGISTRY[__RESOURCE_PLUGINS].append(__res_register(name, func)) - return func - - return decorator - - -def collect(): - global _PLUGINS_REGISTRY - plugins = _PLUGINS_REGISTRY.copy() - _PLUGINS_REGISTRY = __PLUGINS_DEFAULT.copy() - return plugins diff --git a/flow-python/requirements.txt b/flow-python/requirements.txt deleted file mode 100644 index 620c3af..0000000 --- a/flow-python/requirements.txt +++ /dev/null @@ -1 +0,0 @@ -find-libpython diff --git a/flow-python/setup.py b/flow-python/setup.py deleted file mode 100644 index 2c70863..0000000 --- a/flow-python/setup.py +++ /dev/null @@ -1,60 +0,0 @@ -# -*- coding: utf-8 -*- -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 -import sys -import os - -from setuptools import setup - -devel_version = os.environ.get("DEVEL_VERSION") -if not devel_version: - devel_version = "0.1.0" # fall back - -py_version = sys.version_info - -if __name__ == '__main__': - setup( - options={ - 'bdist_wheel': { - 'python_tag': "py{}{}".format(py_version.major, - py_version.minor), - } - }, - name="megflow", - version=devel_version, - packages=["megflow"], - author="Megvii IPU-SDK Team", - author_email="megengine@megvii.com", - url="https://github.com/MegEngine/MegFlow", - include_package_data=True, - classifiers=[ - 'Development Status :: 3 - Alpha', - 'Intended Audience :: Developers', - 'License :: OSI Approved :: Apache Software License', - 'Natural Language :: English', - 'Operating System :: POSIX :: Linux', - 'Programming Language :: Rust', - 'Programming Language :: Python :: {}.{}'.format( - py_version.major, py_version.minor), - 'Topic :: Software Development :: Libraries :: Application Frameworks', - 'Topic :: Scientific/Engineering', - 'Topic :: Scientific/Engineering :: Mathematics', - 'Topic :: Scientific/Engineering :: Artificial Intelligence', - 'Topic :: Software Development', - 'Topic :: Software Development :: Libraries', - 'Topic :: Software Development :: Libraries :: Python Modules', - ], - install_requires=open('requirements.txt').read().splitlines(), - package_data={"": ['run_with_plugins_inner']}, - entry_points={ - 'console_scripts':['run_with_plugins=megflow.command_line:main'], - }, - ) diff --git a/flow-rs/Cargo.toml b/flow-rs/Cargo.toml deleted file mode 100644 index 782af6d..0000000 --- a/flow-rs/Cargo.toml +++ /dev/null @@ -1,33 +0,0 @@ -[package] -name = "flow-rs" -version = "0.1.0" -authors = ["megvii"] -edition = "2018" - -[dependencies] -flow-derive = { path="../flow-derive" } -anyhow = "1.0.38" -serde = { version = "1.0", features = ["derive"] } -toml = "0.5.8" -lazy_static = "1.4.0" -ctor = "0.1" -pyo3 = "0.14" -dyn-clone = "1.0.4" -async-std = { version = "1.9.0", features = ["unstable", "attributes", "tokio1"] } -stackful = { git = "https://github.com/nbdd0121/stackful.git", rev = "4789e26" } -futures-util = "0.3" -futures-core = "0.3.15" -concurrent-queue = "1.2.2" -event-listener = "2.4.0" -numpy = "0.14" -ctrlc = "3.1.9" -log = "0.4.14" -oneshot = "0.1.2" -warp = "0.3" -serde_json = "1.0" - -[dev-dependencies] -clap = "3.0.0-beta.2" -flow-plugins = {path="../flow-plugins"} -rand = "0.8.4" -libc = "0.2" diff --git a/flow-rs/examples/graph.rs b/flow-rs/examples/graph.rs deleted file mode 100644 index 34b9703..0000000 --- a/flow-rs/examples/graph.rs +++ /dev/null @@ -1,136 +0,0 @@ -/** - * \file flow-rs/examples/graph.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use clap::clap_app; -use flow_rs::prelude::*; -use std::time::Instant; - -#[inputs(inp)] -#[outputs(out)] -#[derive(Node, Actor)] -struct Transport { - _name: String, -} - -impl Transport { - fn new(name: String, _: &toml::value::Table) -> Transport { - Transport { - _name: name, - inp: Default::default(), - out: Default::default(), - } - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - - async fn exec(&mut self, _: &Context) -> Result<()> { - if let Ok(envelope) = self.inp.recv::().await { - self.out.send(envelope).await.ok(); - } - Ok(()) - } -} - -node_register!("Transport", Transport); - -#[flow_rs::rt::main] -async fn main() { - let matches = clap_app!(graph => - (version: "1.0") - (author: "megvii") - (@arg NODE_NUM: -n --node [N] "node num") - (@arg CONCURRENCY: -c --concurrency [N] "concurrency") - (@arg DATA_NUM: -d --data [N] "data num")) - .get_matches(); - let node_num = matches - .value_of("NODE_NUM") - .unwrap_or("1") - .parse::() - .unwrap(); - let concurrency = matches - .value_of("CONCURRENCY") - .unwrap_or("1") - .parse::() - .unwrap(); - let data_num = matches - .value_of("DATA_NUM") - .unwrap_or("1") - .parse::() - .unwrap(); - - let mut connects = vec![]; - let mut nodes = vec![]; - for i in 1..=node_num { - nodes.push(format!( - r#" -[[graphs.nodes]] -name = "trans{}" -ty = "Transport" -cloned = {} - "#, - i, concurrency - )) - } - for i in 1..node_num { - connects.push(format!( - r#" -[[graphs.connections]] -cap = 64 -ports = ["trans{}:out", "trans{}:inp"] - "#, - i, - i + 1 - )); - } - let config = vec![ - format!( - r#" - main = "Example" - [[graphs]] - name = "Example" - inputs=[{{name="in", cap=64, ports=["trans1:inp"]}}] - outputs=[{{name="out", cap=64, ports=["trans{}:out"]}}]"#, - node_num - ), - connects.join("\n"), - nodes.join("\n"), - ] - .join("\n"); - - let mut graph = load(None, config.as_str()).unwrap(); - let input = graph.input("in").unwrap(); - let output = graph.output("out").unwrap(); - let handle = graph.start(); - let sf = async_std::task::spawn(async move { - for _ in 0..data_num { - input - .send(flow_rs::envelope::Envelope::new(16u32)) - .await - .ok(); - } - input - }); - let rf = async_std::task::spawn(async move { - for _ in 0..data_num { - output.recv::().await.ok(); - } - }); - let start = Instant::now(); - let (input, _) = futures_util::future::join(sf, rf).await; - let duration = start.elapsed(); - println!( - "Time elapsed in `example/graph.rs` [length:{}, width:{}, datas:{}] is: {:?}", - node_num, concurrency, data_num, duration - ); - input.close(); - handle.await; -} diff --git a/flow-rs/examples/run_with_plugins.rs b/flow-rs/examples/run_with_plugins.rs deleted file mode 100644 index d68c12d..0000000 --- a/flow-rs/examples/run_with_plugins.rs +++ /dev/null @@ -1,82 +0,0 @@ -/** - * \file flow-rs/examples/run_with_plugins.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use clap::clap_app; -use flow_rs::loader; -use flow_rs::prelude::*; -use std::env::current_dir; -use std::path::PathBuf; - -#[flow_rs::rt::main] -async fn main() { - let matches = clap_app!(run_with_plugins => - (version: "1.0") - (author: "megvii") - (@arg DEBUG: --debug [PORT] "debug mode") - (@arg DUMP: --dump "the path to dump graph") - (@arg MODULE_PATH: -m --module [MODULE] "module path") - (@arg PLUGIN_PATH: -p --plugin "plugin path") - (@arg CONFIG_PATH: -c --config [CONFIG] "config path")) - .get_matches(); - - let dump = matches.is_present("DUMP"); - let module = matches - .value_of("MODULE_PATH") - .unwrap_or(current_dir().unwrap().to_str().unwrap()) - .parse::() - .unwrap(); - let plugin = matches - .value_of("PLUGIN_PATH") - .map(|s| s.parse::().unwrap()) - .unwrap(); - let config = matches - .value_of("CONFIG_PATH") - .map(|s| s.parse::().unwrap()) - .unwrap_or_else(|| { - let mut config = std::fs::canonicalize(&plugin).unwrap(); - let dirname = config.file_name().unwrap(); - let config_name = format!("{}.toml", dirname.to_str().unwrap()); - config.push(config_name); - config - }); - - flow_plugins::export(); - ctrlc::set_handler(|| unsafe { libc::_exit(0) }).expect("Error setting Ctrl-C handler"); - - if dump { - let mut dump_path = config.clone(); - dump_path.pop(); - let file_stem = config.file_stem().unwrap().to_str().unwrap(); - dump_path.push(format!("{}.png", file_stem)); - log::info!("dump path: {:?}", dump_path); - std::env::set_var("MEGFLOW_DUMP", dump_path.to_str().unwrap()); - } - - let plugin_cfg = loader::LoaderConfig { - module_path: module, - plugin_path: plugin, - ty: loader::PluginType::Python, - }; - - let cfg = std::fs::read_to_string(config).unwrap(); - - if let Some(dbg_port) = matches.value_of("DEBUG") { - let dbg_port: u16 = dbg_port.parse().unwrap(); - let server = flow_rs::DebugServer::new(cfg.clone(), dbg_port); - flow_rs::rt::task::spawn(async move { - server.listen().await; - }); - } - - let mut graph = load(Some(plugin_cfg), cfg.as_str()).unwrap(); - let graph_handle = graph.start(); - graph.stop(); - graph_handle.await -} diff --git a/flow-rs/src/broker.rs b/flow-rs/src/broker.rs deleted file mode 100644 index a5252a1..0000000 --- a/flow-rs/src/broker.rs +++ /dev/null @@ -1,156 +0,0 @@ -/** - * \file flow-rs/src/broker.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::envelope::*; -use crate::rt::channel::*; -use crate::rt::task::JoinHandle; -use std::collections::HashMap; -use std::sync::atomic::AtomicBool; -use std::sync::atomic::AtomicUsize; -use std::sync::atomic::Ordering; -use std::sync::Arc; - -type NotifyReceiver = Receiver; -type NotifySender = Sender; -type SubReceiver = Receiver; -type SubSender = Sender; - -#[derive(Default)] -pub struct Broker { - subs: HashMap)>, - running: Arc, - count: Arc, -} - -pub struct BrokerClient { - id: usize, - notify: NotifySender, - self_notify: SubSender, - sub: SubReceiver, - topic: String, - running: Arc, - count: Arc, -} - -impl Broker { - pub fn new() -> Broker { - Broker { - subs: HashMap::new(), - running: Arc::new(AtomicBool::new(false)), - count: Arc::new(AtomicUsize::new(0)), - } - } - - pub fn subscribe(&mut self, topic: String) -> BrokerClient { - let (notify, _, subs) = self.subs.entry(topic.clone()).or_insert_with(|| { - let (s, r) = unbounded(); - (s, r, vec![]) - }); - let (s, r) = unbounded(); - subs.push(s.clone()); - self.count.fetch_add(1, Ordering::Relaxed); - BrokerClient { - id: subs.len() - 1, - notify: notify.clone(), - self_notify: s, - sub: r, - topic, - running: self.running.clone(), - count: self.count.clone(), - } - } - - pub fn run(&mut self) -> JoinHandle<()> { - self.running.store(true, Ordering::Relaxed); - let running = self.running.clone(); - let subs = std::mem::take(&mut self.subs); - crate::rt::task::spawn(async move { - let mut handles = vec![]; - for (_, (_, notifier, subs)) in subs.into_iter() { - let running = running.clone(); - handles.push(crate::rt::task::spawn(async move { - while running.load(Ordering::Acquire) { - if let Ok(msg) = notifier.recv().await { - for (i, sub) in subs.iter().enumerate() { - if i == msg.info().from_addr.unwrap() as usize { - continue; - } - let msg = msg.clone(); - sub.send(msg).await.unwrap(); - } - } - } - })); - } - for handle in handles { - handle.await; - } - }) - } -} - -impl Drop for BrokerClient { - fn drop(&mut self) { - if self.count.fetch_sub(1, Ordering::AcqRel) == 1 { - self.close(); - } - } -} - -impl BrokerClient { - pub async fn publish(&self, msg: T) - where - T: 'static + Clone + std::marker::Send, - { - let mut envelope = Envelope::new(msg.clone()).seal(); - envelope.info_mut().from_addr = Some(self.id as u64); - let envelope_cloned = envelope.clone(); - self.notify.send(envelope_cloned).await.unwrap(); - self.self_notify.send(envelope).await.unwrap(); - } - - pub async fn fetch(&self) -> Result - where - T: 'static + Clone + std::marker::Send, - { - self.sub.recv().await.map(|mut envelope| { - let envelope = envelope - .downcast_mut::>() - .expect("type error when downcast"); - envelope.unpack() - }) - } - - pub fn try_fetch(&self) -> Option - where - T: 'static + Clone + std::marker::Send, - { - self.sub.try_recv().ok().map(|mut envelope| { - let envelope = envelope - .downcast_mut::>() - .expect("type error when downcast"); - envelope.unpack() - }) - } - - pub fn topic(&self) -> &str { - self.topic.as_str() - } - - pub fn is_closed(&self) -> bool { - self.running.load(Ordering::Relaxed) - } - - pub fn close(&self) { - self.running.store(false, Ordering::Release); - self.notify.close(); - self.sub.close(); - } -} diff --git a/flow-rs/src/channel/error.rs b/flow-rs/src/channel/error.rs deleted file mode 100644 index e77424d..0000000 --- a/flow-rs/src/channel/error.rs +++ /dev/null @@ -1,24 +0,0 @@ -/** - * \file flow-rs/src/channel/error.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -pub enum BatchRecvError { - Closed(Vec), -} - -pub type SendError = super::inner::SendError; -pub type RecvError = super::inner::RecvError; - -impl std::fmt::Debug for BatchRecvError { - fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { - match *self { - BatchRecvError::Closed(_) => f.write_str("BatchRecvError::Closed"), - } - } -} diff --git a/flow-rs/src/channel/inner.rs b/flow-rs/src/channel/inner.rs deleted file mode 100644 index 6fbf195..0000000 --- a/flow-rs/src/channel/inner.rs +++ /dev/null @@ -1,545 +0,0 @@ -/* - * 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. - */ - -/* - * Copyright (c) https://github.com/smol-rs/async-channel - */ - -/* - * Copyright (c) 2021, megvii. inc - * Author: MegEngine@megvii.com - */ - -use std::error; -use std::fmt; -use std::future::Future; -use std::pin::Pin; -use std::process; -use std::sync::atomic::{AtomicUsize, Ordering}; -use std::sync::Arc; -use std::task::{Context, Poll}; -use std::usize; - -use concurrent_queue::{ConcurrentQueue, PopError, PushError}; -use event_listener::{Event, EventListener}; -use futures_core::stream::Stream; - -pub struct Channel { - /// Inner message queue. - pub(super) queue: ConcurrentQueue, - - /// Send operations waiting while the channel is full. - send_ops: Event, - - /// Receive operations waiting while the channel is empty and not closed. - recv_ops: Event, - - /// Stream operations while the channel is empty and not closed. - stream_ops: Event, - - /// The number of currently active `Sender`s. - pub(super) sender_count: AtomicUsize, - - /// The number of currently active `Receivers`s. - pub(super) receiver_count: AtomicUsize, -} - -impl Channel { - /// Closes the channel and notifies all blocked operations. - /// - /// Returns `true` if this call has closed the channel and it was not closed already. - pub(super) fn close(&self) -> bool { - if self.queue.close() { - // Notify all send operations. - self.send_ops.notify(usize::MAX); - - // Notify all receive and stream operations. - self.recv_ops.notify(usize::MAX); - self.stream_ops.notify(usize::MAX); - - true - } else { - false - } - } -} - -pub fn bounded(cap: usize) -> Arc> { - assert!(cap > 0, "capacity cannot be zero"); - - Arc::new(Channel { - queue: ConcurrentQueue::bounded(cap), - send_ops: Event::new(), - recv_ops: Event::new(), - stream_ops: Event::new(), - sender_count: AtomicUsize::new(0), - receiver_count: AtomicUsize::new(0), - }) -} - -pub fn unbounded() -> Arc> { - Arc::new(Channel { - queue: ConcurrentQueue::unbounded(), - send_ops: Event::new(), - recv_ops: Event::new(), - stream_ops: Event::new(), - sender_count: AtomicUsize::new(0), - receiver_count: AtomicUsize::new(0), - }) -} - -/// The sending side of a channel. -/// -/// Senders can be cloned and shared among threads. When all senders associated with a channel are -/// dropped, the channel becomes closed. -/// -/// The channel can also be closed manually by calling [`Sender::close()`]. -pub struct Sender { - /// Inner channel state. - pub(super) channel: Arc>, - pub(super) close_ops: Arc, -} - -impl Sender { - pub fn try_send(&self, msg: T) -> Result<(), TrySendError> { - match self.channel.queue.push(msg) { - Ok(()) => { - // Notify a single blocked receive operation. If the notified operation then - // receives a message or gets canceled, it will notify another blocked receive - // operation. - self.channel.recv_ops.notify(1); - - // Notify all blocked streams. - self.channel.stream_ops.notify(usize::MAX); - - Ok(()) - } - Err(PushError::Full(msg)) => Err(TrySendError::Full(msg)), - Err(PushError::Closed(msg)) => Err(TrySendError::Closed(msg)), - } - } - - pub async fn send(&self, msg: T) -> Result<(), SendError> { - let mut listener = None; - let mut msg = msg; - - loop { - // Attempt to send a message. - match self.try_send(msg) { - Ok(()) => { - // If the capacity is larger than 1, notify another blocked send operation. - match self.channel.queue.capacity() { - Some(1) => {} - Some(_) | None => self.channel.send_ops.notify(1), - } - return Ok(()); - } - Err(TrySendError::Closed(msg)) => return Err(SendError(msg)), - Err(TrySendError::Full(m)) => msg = m, - } - - // Sending failed - now start listening for notifications or wait for one. - match listener.take() { - None => { - // Start listening and then try receiving again. - listener = Some(self.channel.send_ops.listen()); - } - Some(l) => { - // Wait for a notification. - l.await; - } - } - } - } - - pub fn close(&self) -> bool { - self.channel.close() - } - - pub fn is_closed(&self) -> bool { - self.channel.queue.is_closed() - } - - pub fn is_empty(&self) -> bool { - self.channel.queue.is_empty() - } - - pub fn is_full(&self) -> bool { - self.channel.queue.is_full() - } - - pub fn len(&self) -> usize { - self.channel.queue.len() - } - - pub fn capacity(&self) -> Option { - self.channel.queue.capacity() - } - - pub fn receiver_count(&self) -> usize { - self.channel.receiver_count.load(Ordering::SeqCst) - } - - pub fn sender_count(&self) -> usize { - self.channel.sender_count.load(Ordering::SeqCst) - } -} - -impl Drop for Sender { - fn drop(&mut self) { - // Decrement the sender count and close the channel if it drops down to zero. - if self.channel.sender_count.fetch_sub(1, Ordering::AcqRel) == 1 { - self.channel.close(); - self.close_ops.notify(usize::MAX); - } - } -} - -impl fmt::Debug for Sender { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - write!(f, "Sender {{ .. }}") - } -} - -impl Clone for Sender { - fn clone(&self) -> Sender { - let count = self.channel.sender_count.fetch_add(1, Ordering::Relaxed); - - // Make sure the count never overflows, even if lots of sender clones are leaked. - if count > usize::MAX / 2 { - process::abort(); - } - - Sender { - channel: self.channel.clone(), - close_ops: self.close_ops.clone(), - } - } -} - -/// The receiving side of a channel. -/// -/// Receivers can be cloned and shared among threads. When all receivers associated with a channel -/// are dropped, the channel becomes closed. -/// -/// The channel can also be closed manually by calling [`Receiver::close()`]. -/// -/// Receivers implement the [`Stream`] trait. -pub struct Receiver { - /// Inner channel state. - pub(super) channel: Arc>, - - /// Listens for a send or close event to unblock this stream. - pub(super) listener: Option, - pub(super) close_ops: Arc, -} - -impl Receiver { - pub fn try_recv(&self) -> Result { - match self.channel.queue.pop() { - Ok(msg) => { - // Notify a single blocked send operation. If the notified operation then sends a - // message or gets canceled, it will notify another blocked send operation. - self.channel.send_ops.notify(1); - - Ok(msg) - } - Err(PopError::Empty) => Err(TryRecvError::Empty), - Err(PopError::Closed) => Err(TryRecvError::Closed), - } - } - - pub async fn recv(&self) -> Result { - let mut listener = None; - - loop { - // Attempt to receive a message. - match self.try_recv() { - Ok(msg) => { - // If the capacity is larger than 1, notify another blocked receive operation. - // There is no need to notify stream operations because all of them get - // notified every time a message is sent into the channel. - match self.channel.queue.capacity() { - Some(1) => {} - Some(_) | None => self.channel.recv_ops.notify(1), - } - return Ok(msg); - } - Err(TryRecvError::Closed) => return Err(RecvError), - Err(TryRecvError::Empty) => {} - } - - // Receiving failed - now start listening for notifications or wait for one. - match listener.take() { - None => { - // Start listening and then try receiving again. - listener = Some(self.channel.recv_ops.listen()); - } - Some(l) => { - // Wait for a notification. - l.await; - } - } - } - } - - pub fn close(&self) -> bool { - self.channel.close() - } - - pub fn is_closed(&self) -> bool { - self.channel.queue.is_closed() - } - - pub fn is_empty(&self) -> bool { - self.channel.queue.is_empty() - } - - pub fn is_full(&self) -> bool { - self.channel.queue.is_full() - } - - pub fn len(&self) -> usize { - self.channel.queue.len() - } - - pub fn capacity(&self) -> Option { - self.channel.queue.capacity() - } - - pub fn receiver_count(&self) -> usize { - self.channel.receiver_count.load(Ordering::SeqCst) - } - - pub fn sender_count(&self) -> usize { - self.channel.sender_count.load(Ordering::SeqCst) - } -} - -impl Drop for Receiver { - fn drop(&mut self) { - // Decrement the receiver count and close the channel if it drops down to zero. - if self.channel.receiver_count.fetch_sub(1, Ordering::AcqRel) == 1 { - self.channel.close(); - self.close_ops.notify(usize::MAX); - } - } -} - -impl fmt::Debug for Receiver { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - write!(f, "Receiver {{ .. }}") - } -} - -impl Clone for Receiver { - fn clone(&self) -> Receiver { - let count = self.channel.receiver_count.fetch_add(1, Ordering::Relaxed); - - // Make sure the count never overflows, even if lots of receiver clones are leaked. - if count > usize::MAX / 2 { - process::abort(); - } - - Receiver { - channel: self.channel.clone(), - listener: None, - close_ops: self.close_ops.clone(), - } - } -} - -impl Stream for Receiver { - type Item = T; - - fn poll_next(mut self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll> { - loop { - // If this stream is listening for events, first wait for a notification. - if let Some(listener) = self.listener.as_mut() { - futures_core::ready!(Pin::new(listener).poll(cx)); - self.listener = None; - } - - loop { - // Attempt to receive a message. - match self.try_recv() { - Ok(msg) => { - // The stream is not blocked on an event - drop the listener. - self.listener = None; - return Poll::Ready(Some(msg)); - } - Err(TryRecvError::Closed) => { - // The stream is not blocked on an event - drop the listener. - self.listener = None; - return Poll::Ready(None); - } - Err(TryRecvError::Empty) => {} - } - - // Receiving failed - now start listening for notifications or wait for one. - match self.listener.as_mut() { - None => { - // Create a listener and try sending the message again. - self.listener = Some(self.channel.stream_ops.listen()); - } - Some(_) => { - // Go back to the outer loop to poll the listener. - break; - } - } - } - } - } -} - -/// An error returned from [`Sender::send()`]. -/// -/// Received because the channel is closed. -#[derive(PartialEq, Eq, Clone, Copy)] -pub struct SendError(pub T); - -impl SendError { - /// Unwraps the message that couldn't be sent. - pub fn into_inner(self) -> T { - self.0 - } -} - -impl error::Error for SendError {} - -impl fmt::Debug for SendError { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - write!(f, "SendError(..)") - } -} - -impl fmt::Display for SendError { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - write!(f, "sending into a closed channel") - } -} - -/// An error returned from [`Sender::try_send()`]. -#[derive(PartialEq, Eq, Clone, Copy)] -pub enum TrySendError { - /// The channel is full but not closed. - Full(T), - - /// The channel is closed. - Closed(T), -} - -impl TrySendError { - /// Unwraps the message that couldn't be sent. - pub fn into_inner(self) -> T { - match self { - TrySendError::Full(t) => t, - TrySendError::Closed(t) => t, - } - } - - /// Returns `true` if the channel is full but not closed. - pub fn is_full(&self) -> bool { - match self { - TrySendError::Full(_) => true, - TrySendError::Closed(_) => false, - } - } - - /// Returns `true` if the channel is closed. - pub fn is_closed(&self) -> bool { - match self { - TrySendError::Full(_) => false, - TrySendError::Closed(_) => true, - } - } -} - -impl error::Error for TrySendError {} - -impl fmt::Debug for TrySendError { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - match *self { - TrySendError::Full(..) => write!(f, "Full(..)"), - TrySendError::Closed(..) => write!(f, "Closed(..)"), - } - } -} - -impl fmt::Display for TrySendError { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - match *self { - TrySendError::Full(..) => write!(f, "sending into a full channel"), - TrySendError::Closed(..) => write!(f, "sending into a closed channel"), - } - } -} - -/// An error returned from [`Receiver::recv()`]. -/// -/// Received because the channel is empty and closed. -#[derive(PartialEq, Eq, Clone, Copy, Debug)] -pub struct RecvError; - -impl error::Error for RecvError {} - -impl fmt::Display for RecvError { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - write!(f, "receiving from an empty and closed channel") - } -} - -/// An error returned from [`Receiver::try_recv()`]. -#[derive(PartialEq, Eq, Clone, Copy, Debug)] -pub enum TryRecvError { - /// The channel is empty but not closed. - Empty, - - /// The channel is empty and closed. - Closed, -} - -impl TryRecvError { - /// Returns `true` if the channel is empty but not closed. - pub fn is_empty(&self) -> bool { - match self { - TryRecvError::Empty => true, - TryRecvError::Closed => false, - } - } - - /// Returns `true` if the channel is empty and closed. - pub fn is_closed(&self) -> bool { - match self { - TryRecvError::Empty => false, - TryRecvError::Closed => true, - } - } -} - -impl error::Error for TryRecvError {} - -impl fmt::Display for TryRecvError { - fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - match *self { - TryRecvError::Empty => write!(f, "receiving from an empty channel"), - TryRecvError::Closed => write!(f, "receiving from an empty and closed channel"), - } - } -} diff --git a/flow-rs/src/channel/mod.rs b/flow-rs/src/channel/mod.rs deleted file mode 100644 index aebb673..0000000 --- a/flow-rs/src/channel/mod.rs +++ /dev/null @@ -1,83 +0,0 @@ -/** - * \file flow-rs/src/channel/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod error; -mod inner; -mod receiver; -mod sender; -mod storage; - -pub trait ChannelBase { - fn is_closed(&self) -> bool; - fn is_none(&self) -> bool; -} - -pub use error::*; -pub use receiver::*; -pub use sender::*; -pub use storage::*; - -#[cfg(test)] -mod test { - use super::*; - use crate::prelude::DummyEnvelope; - use crate::rt; - - #[rt::test] - async fn test_dummy_msg() { - let chan = ChannelStorage::unbound(); - assert_eq!(chan.sender_count(), 0); - assert_eq!(chan.receiver_count(), 0); - let s1 = chan.sender(); - let s2 = chan.sender(); - let r1 = chan.receiver(); - let r2 = chan.receiver(); - assert_eq!(chan.sender_count(), 2); - assert_eq!(chan.receiver_count(), 2); - let _ = chan.clone(); - assert_eq!(chan.sender_count(), 2); - assert_eq!(chan.receiver_count(), 2); - - s1.send_any(DummyEnvelope {}.seal()).await.ok(); - s2.send_any(DummyEnvelope {}.seal()).await.ok(); - assert_eq!(chan.len(), 1); - - assert!(r1.recv_any().await.is_err()); - assert!(!r1.is_closed()); - assert!(r2.recv_any().await.is_err()); - assert!(!r2.is_closed()); - - s2.send_any(DummyEnvelope {}.seal()).await.ok(); - s2.send_any(DummyEnvelope {}.seal()).await.ok(); - assert!(chan.is_empty()); - } - - #[rt::test] - async fn test_closed() { - let chan = ChannelStorage::unbound(); - let r = chan.receiver(); - let s = chan.sender(); - s.close(); - assert!(!r.is_closed()); - assert!(r.recv_any().await.is_err()); - assert!(r.is_closed()); - chan.wait_rx_closed().await; - - let chan = ChannelStorage::unbound(); - let s = chan.sender(); - let r = chan.receiver(); - chan.close(); - assert!(!r.is_closed()); - assert!(r.recv_any().await.is_err()); - assert!(r.is_closed()); - drop(s); - chan.wait_tx_closed().await; - } -} diff --git a/flow-rs/src/channel/receiver.rs b/flow-rs/src/channel/receiver.rs deleted file mode 100644 index 194f555..0000000 --- a/flow-rs/src/channel/receiver.rs +++ /dev/null @@ -1,195 +0,0 @@ -/** - * \file flow-rs/src/channel/receiver.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use futures_util::stream::FuturesUnordered; -use futures_util::{pin_mut, select, FutureExt, StreamExt}; -use std::sync::atomic::{AtomicBool, AtomicUsize, Ordering}; -use std::sync::Arc; -use std::time::Duration; - -use super::inner::Receiver as RecvImpl; -use super::{BatchRecvError, RecvError}; -use crate::envelope::{DummyEnvelope, Envelope, SealedEnvelope}; - -use super::ChannelBase; - -#[derive(Default)] -pub struct Receiver { - imp: Option>, - m_epoch: AtomicUsize, - g_epoch: Arc, - is_closed: AtomicBool, - counter: Arc, -} - -impl Clone for Receiver { - fn clone(&self) -> Self { - let m_epoch = self.g_epoch.load(Ordering::Relaxed); - Receiver { - imp: self.imp.clone(), - m_epoch: AtomicUsize::new(m_epoch), - g_epoch: self.g_epoch.clone(), - is_closed: AtomicBool::new(self.is_closed.load(Ordering::Relaxed)), - counter: self.counter.clone(), - } - } -} - -impl ChannelBase for Receiver { - fn is_closed(&self) -> bool { - if self.imp.is_some() { - self.is_closed.load(Ordering::Relaxed) - } else { - true - } - } - fn is_none(&self) -> bool { - self.imp.is_none() - } -} - -impl Receiver { - pub fn new( - imp: RecvImpl, - epoch: Arc, - counter: Arc, - ) -> Self { - let m_epoch = epoch.load(Ordering::Relaxed); - Receiver { - imp: Some(imp), - m_epoch: AtomicUsize::new(m_epoch), - g_epoch: epoch, - is_closed: AtomicBool::new(false), - counter, - } - } - pub fn len(&self) -> usize { - let imp = self.imp.as_ref().expect("not init"); - imp.len() - } - pub fn is_empty(&self) -> bool { - let imp = self.imp.as_ref().expect("not init"); - imp.is_empty() - } - #[doc(hidden)] - pub fn empty_n(&self) -> usize { - self.m_epoch.load(Ordering::Relaxed) - } - /// Receives a envelope from the channel. - /// - /// If the channel is empty, this method waits until there is a envelope. - /// - /// If the channel is closed, this method receives a envelope or returns an error if there are - /// no more envelopes. - /// - /// If the channel encounters a flush event, this method returns an error. - pub async fn recv(&self) -> Result, RecvError> - where - T: 'static + Send + Clone, - { - self.recv_any().await.map(|mut envelope| { - let envelope = envelope - .downcast_mut::>() - .expect("type error when downcast"); - envelope.take() - }) - } - /// Receives a any envelope from the channel, see document of `recv` for more detail - pub async fn recv_any(&self) -> Result { - let m_epoch = self.m_epoch.load(Ordering::Relaxed); - let g_epoch = self.g_epoch.load(Ordering::Relaxed); - if m_epoch < g_epoch { - self.m_epoch.fetch_add(1, Ordering::Relaxed); - return Err(RecvError {}); - } - let imp = self.imp.as_ref().expect("not init"); - let envelope = imp.recv().await.map_err(|e| { - self.is_closed.store(true, Ordering::Relaxed); - e - })?; - if envelope.is::() { - self.m_epoch.fetch_add(1, Ordering::Relaxed); - self.g_epoch.fetch_add(1, Ordering::Relaxed); - Err(RecvError {}) - } else { - self.counter.fetch_add(1, Ordering::Relaxed); - Ok(envelope) - } - } - - /// Receives some envelopes from the channel. - /// - /// If there are less than n envelopes in the channel, this method waits until there is n envelopes or timeout. - /// - /// If the channel is closed, this method receives n envelopes or returns an error with rest - /// envelopes if there are no enough envelopes. - /// - /// If the channel encounters a flush event, this method returns an error with rest envelopes. - pub async fn batch_recv( - &self, - n: usize, - dur: Duration, - ) -> Result>, BatchRecvError>> - where - T: 'static + Send + Clone, - { - let convert = |envelopes: Vec| { - envelopes - .into_iter() - .map(|mut envelope| { - envelope - .downcast_mut::>() - .expect("type error when downcast") - .take() - }) - .collect() - }; - let batch_any = self.batch_recv_any(n, dur).await; - batch_any.map(convert).map_err(|err| match err { - BatchRecvError::Closed(envelopes) => BatchRecvError::Closed(convert(envelopes)), - }) - } - - /// Receives some any envelopes from the channel, see document of `batch_recv` for more detail - pub async fn batch_recv_any( - &self, - n: usize, - dur: Duration, - ) -> Result, BatchRecvError> { - let mut wait_recv = FuturesUnordered::new(); - wait_recv.push(self.recv_any()); - let timeout = crate::rt::task::sleep(dur).fuse(); - let mut batch = vec![]; - pin_mut!(timeout); - loop { - select! { - _ = timeout => { - return Ok(batch); - } - msg = wait_recv.select_next_some() => { - match msg { - Ok(msg) => { - batch.push(msg); - if batch.len() == n { - return Ok(batch); - } else { - wait_recv.push(self.recv_any()); - } - }, - Err(_) => { - return Err(BatchRecvError::Closed(batch)); - } - } - - } - } - } - } -} diff --git a/flow-rs/src/channel/sender.rs b/flow-rs/src/channel/sender.rs deleted file mode 100644 index 08ec2a6..0000000 --- a/flow-rs/src/channel/sender.rs +++ /dev/null @@ -1,140 +0,0 @@ -/** - * \file flow-rs/src/channel/sender.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::rt::sync::Mutex; -use std::collections::HashMap; -use std::sync::atomic::{AtomicUsize, Ordering}; -use std::sync::Arc; - -use super::inner::Sender as SendImpl; -use super::SendError; -use crate::envelope::{DummyEnvelope, Envelope, SealedEnvelope}; - -use super::ChannelBase; - -pub type SenderRecord = Arc>>; - -#[derive(Default)] -pub struct Sender { - imp: Option>, - epoch: AtomicUsize, - max_epoch: Arc, - record: SenderRecord, - counter: Arc, -} - -impl Clone for Sender { - fn clone(&self) -> Self { - let epoch = self.max_epoch.load(Ordering::Relaxed); - - Sender { - imp: self.imp.clone(), - epoch: AtomicUsize::new(epoch), - max_epoch: self.max_epoch.clone(), - record: self.record.clone(), - counter: self.counter.clone(), - } - } -} - -impl ChannelBase for Sender { - fn is_closed(&self) -> bool { - let imp = self.imp.as_ref().expect("not init or had abort"); - imp.is_closed() - } - fn is_none(&self) -> bool { - self.imp.is_none() - } -} - -impl Sender { - pub fn new( - imp: SendImpl, - max_epoch: Arc, - record: SenderRecord, - counter: Arc, - ) -> Self { - let epoch = max_epoch.load(Ordering::Relaxed); - Sender { - imp: Some(imp), - epoch: AtomicUsize::new(epoch), - max_epoch, - record, - counter, - } - } - - #[doc(hidden)] - pub fn empty_n(&self) -> usize { - self.epoch.load(Ordering::Relaxed) - } - pub fn len(&self) -> usize { - let imp = self.imp.as_ref().expect("not init or had abort"); - imp.len() - } - pub fn is_empty(&self) -> bool { - self.len() == 0 - } - /// Closes the channel. - /// The remaining envelopes can still be received. - pub fn close(&self) { - let imp = self.imp.as_ref().expect("not init or had abort"); - imp.close(); - } - /// Drop self, and closes the channel if there are no senders left. - pub fn abort(&mut self) { - self.imp.take(); - } - /// Sends a envelope into the channel. - /// - /// If the envelope is empty, sends flush event to channel if the number of the empty envelopes received is - /// equal to the number of senders - /// - /// If the channel is full, this method waits until there is space for a envelope. - /// - /// If the channel is closed, this method returns an error. - pub async fn send(&self, msg: Envelope) -> Result<(), SendError>> - where - T: 'static + Send + Clone, - { - self.send_any(msg.seal()).await.map_err(|err| { - let mut envelope = err.0; - let envelope = envelope - .downcast_mut::>() - .expect("type error when downcast"); - super::inner::SendError(envelope.take()) - }) - } - /// Sends a any envelope into the channel. see document of `send` for more detail - pub async fn send_any(&self, msg: SealedEnvelope) -> Result<(), SendError> { - let imp = self.imp.as_ref().expect("not init or had abort"); - if msg.is::() { - let mut record = self.record.lock().await; - let epoch = self.epoch.load(Ordering::Relaxed); - let count = record.entry(epoch).or_insert_with(|| imp.sender_count()); - *count -= 1; - - self.max_epoch.fetch_max( - self.epoch.fetch_add(1, Ordering::Relaxed) + 1, - Ordering::Relaxed, - ); - - if *count == 0 { - record.remove(&epoch); - imp.send(msg).await - } else { - Ok(()) - } - } else { - self.counter.fetch_add(1, Ordering::Relaxed); - imp.send(msg).await - } - } -} diff --git a/flow-rs/src/channel/storage.rs b/flow-rs/src/channel/storage.rs deleted file mode 100644 index b230bb0..0000000 --- a/flow-rs/src/channel/storage.rs +++ /dev/null @@ -1,169 +0,0 @@ -/** - * \file flow-rs/src/channel/storage.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::{inner, ChannelBase, Receiver, Sender, SenderRecord}; -use crate::envelope::SealedEnvelope; -use crate::rt::sync::Mutex; -use event_listener::Event; -use std::collections::HashMap; -use std::process; -use std::sync::atomic::{AtomicUsize, Ordering}; -use std::sync::Arc; - -#[derive(Clone)] -pub struct ChannelStorage { - storage: Arc>, - receiver_epoch: Arc, - sender_epoch: Arc, - sender_record: SenderRecord, - rx_counter: Arc, - tx_counter: Arc, - rx_close_ops: Arc, - tx_close_ops: Arc, -} - -impl ChannelBase for ChannelStorage { - fn is_closed(&self) -> bool { - self.storage.queue.is_closed() - } - fn is_none(&self) -> bool { - false - } -} - -impl ChannelStorage { - pub fn bound(cap: usize) -> ChannelStorage { - ChannelStorage { - storage: inner::bounded(cap), - receiver_epoch: Arc::new(AtomicUsize::new(0)), - sender_epoch: Arc::new(AtomicUsize::new(0)), - sender_record: Arc::new(Mutex::new(HashMap::new())), - rx_counter: Arc::new(AtomicUsize::new(0)), - tx_counter: Arc::new(AtomicUsize::new(0)), - rx_close_ops: Arc::new(Event::new()), - tx_close_ops: Arc::new(Event::new()), - } - } - pub fn unbound() -> ChannelStorage { - ChannelStorage { - storage: inner::unbounded(), - receiver_epoch: Arc::new(AtomicUsize::new(0)), - sender_epoch: Arc::new(AtomicUsize::new(0)), - sender_record: Arc::new(Mutex::new(HashMap::new())), - tx_close_ops: Arc::new(Event::new()), - rx_close_ops: Arc::new(Event::new()), - rx_counter: Arc::new(AtomicUsize::new(0)), - tx_counter: Arc::new(AtomicUsize::new(0)), - } - } - pub fn sender(&self) -> Sender { - let count = self.storage.sender_count.fetch_add(1, Ordering::Relaxed); - - if count > usize::MAX / 2 { - process::abort(); - } - Sender::new( - inner::Sender { - channel: self.storage.clone(), - close_ops: self.tx_close_ops.clone(), - }, - self.sender_epoch.clone(), - self.sender_record.clone(), - self.tx_counter.clone(), - ) - } - - pub fn receiver(&self) -> Receiver { - let count = self.storage.receiver_count.fetch_add(1, Ordering::Relaxed); - - if count > usize::MAX / 2 { - process::abort(); - } - - Receiver::new( - inner::Receiver { - channel: self.storage.clone(), - listener: None, - close_ops: self.rx_close_ops.clone(), - }, - self.receiver_epoch.clone(), - self.rx_counter.clone(), - ) - } - - pub fn len(&self) -> usize { - self.storage.queue.len() - } - - pub fn is_almost_full(&self) -> bool { - match self.storage.queue.capacity() { - Some(capacity) => (0.9 * capacity as f64) <= self.len() as f64, - None => false, - } - } - - pub fn is_empty(&self) -> bool { - self.len() == 0 - } - - pub fn close(&self) { - self.storage.close(); - } - - pub fn sender_count(&self) -> usize { - self.storage.sender_count.load(Ordering::Relaxed) - } - - pub fn receiver_count(&self) -> usize { - self.storage.receiver_count.load(Ordering::Relaxed) - } - - pub fn swap_tx_counter(&self) -> usize { - self.tx_counter.swap(0, Ordering::Relaxed) - } - - pub fn swap_rx_counter(&self) -> usize { - self.rx_counter.swap(0, Ordering::Relaxed) - } - - pub async fn wait_rx_closed(&self) { - let mut listener = None; - loop { - if self.is_closed() { - return; - } - match listener.take() { - None => { - listener = Some(self.rx_close_ops.listen()); - } - Some(l) => { - l.await; - } - } - } - } - - pub async fn wait_tx_closed(&self) { - let mut listener = None; - loop { - if self.is_closed() { - return; - } - match listener.take() { - None => { - listener = Some(self.tx_close_ops.listen()); - } - Some(l) => { - l.await; - } - } - } - } -} diff --git a/flow-rs/src/config/graphviz.rs b/flow-rs/src/config/graphviz.rs deleted file mode 100644 index 69c0990..0000000 --- a/flow-rs/src/config/graphviz.rs +++ /dev/null @@ -1,157 +0,0 @@ -/** - * \file flow-rs/src/config/graphviz.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::interlayer::*; -use anyhow::Result; -use std::collections::{BTreeSet, HashMap}; -use std::fs::File; -use std::io::Write; -use std::path::PathBuf; -use std::process::Command; - -pub fn dump(config: &Config) -> Result<()> { - if let Ok(path) = std::env::var("MEGFLOW_DUMP") { - let dot = dump_dot(config); - let path = PathBuf::from(path); - let mut f = File::create(&path)?; - write!(f, "{}", dot)?; - let output = Command::new("dot").arg("-Tpng").arg(&path).output()?; - std::fs::write(&path, output.stdout)?; - } - Ok(()) -} - -fn dump_dot(config: &Config) -> String { - let mut buf = vec![]; - let mut rename = HashMap::new(); - let mut flatten_ports = HashMap::new(); - let mut dc = 0; - let mut nc = 0; - let mut mapping = |name| { - let id = rename.entry(name).or_insert(nc); - if id == &nc { - nc += 1; - } - *id - }; - let is_graph = |name: &str| config.graphs.iter().any(|x| x.name == name); - // flatten subgraph i/o ports - for graph in &config.graphs { - for pname in graph.inputs.iter().chain(graph.outputs.iter()) { - let conn = graph.connections.get(pname).unwrap(); - flatten_ports.insert( - format!("{}:{}", graph.name, pname), - conn.tx - .iter() - .chain(conn.rx.iter()) - .map(|x| { - if config.nodes.contains_key(&x.node_name) { - ("global".to_owned(), x.node_name.clone()) - } else { - (graph.name.clone(), x.node_name.clone()) - } - }) - .collect::>(), - ); - } - } - buf.push(format!("digraph {} {{", config.main)); - - // write subgraph into buf - for (i, graph) in config.graphs.iter().enumerate() { - let is_subgraph = graph.name != config.main; - if is_subgraph { - buf.push(format!("subgraph cluster_{} {{", i)); - buf.push("style=filled;color=lightgrey;node [style=filled,color=white];".to_string()); - } - // write nodes into buf - for (name, _) in graph - .nodes - .iter() - .filter(|(_, config)| !config.entity.ty.iter().any(|x| is_graph(x))) - { - let id = mapping((graph.name.clone(), name)); - buf.push(format!("n{} [label=\"{}\"]", id, name)); - } - // write connections into buf - for (name, conn) in &graph.connections { - macro_rules! extract { - ($x: ident, $x_len: ident) => { - let mut $x = vec![]; - for p in &conn.$x { - for ty in &p.node_type { - let pname = format!("{}:{}", ty, p.port_name); - if flatten_ports.contains_key(&pname) { - let flatten_ports = flatten_ports.get(&pname).unwrap(); - let mut flatten_ports = - flatten_ports.iter().map(|p| mapping((p.0.clone(), &p.1))).collect(); - $x.append(&mut flatten_ports); - } else if config.nodes.contains_key(&p.node_name) { - $x.push(mapping(("global".to_owned(), &p.node_name))); - } else { - $x.push(mapping((graph.name.clone(), &p.node_name))); - } - } - - } - if $x.is_empty() { - if is_subgraph { - continue; - } else { - let id = mapping((graph.name.clone(), name)); - buf.push(format!( - "n{} [label=\"{}\", shape=circle,fillcolor=black, style=filled, fontcolor=white]", - id, name - )); - $x.push(id); - } - } - let ($x_len, $x) = ( - $x.len(), - $x.iter() - .map(|x| format!("n{}", x)) - .collect::>() - .into_iter() - .collect::>() - .join(","), - ); - }; - } - - extract!(tx, tx_len); - extract!(rx, rx_len); - - if tx_len == 1 && rx_len == 1 { - buf.push(format!("{} -> {}", tx, rx)); - } else { - buf.push(format!("dc{} [shape=point,width=0.01,height=0.01]", dc)); - buf.push(format!("{} -> dc{} [dir=none]", tx, dc)); - buf.push(format!("dc{} -> {}", dc, rx)); - dc += 1; - } - } - - if is_subgraph { - buf.push(format!("label = \"{}\"", graph.name)); - buf.push("}".to_string()); - } - } - // write nodes in global into buf - for (name, _) in config - .nodes - .iter() - .filter(|(_, config)| !config.entity.ty.iter().any(|x| is_graph(x))) - { - let id = mapping(("global".to_owned(), name)); - buf.push(format!("n{} [label=\"{}\"]", id, name)); - } - buf.push("}".to_string()); - buf.join("\n") -} diff --git a/flow-rs/src/config/insert.rs b/flow-rs/src/config/insert.rs deleted file mode 100644 index 3f0ad97..0000000 --- a/flow-rs/src/config/insert.rs +++ /dev/null @@ -1,221 +0,0 @@ -/** - * \file flow-rs/src/config/insert.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::*; -use std::collections::{BTreeSet, HashMap}; - -fn global_res_impl<'a>( - name: String, - cfg: &'a mut interlayer::Config, - global: &[String], - visit: &mut HashMap, -) -> Vec { - let graph = cfg.graphs.iter().find(|graph| graph.name == name).unwrap(); - if visit[&graph.name] { - return graph.global_res.clone(); - } - *visit.get_mut(&graph.name).unwrap() = true; - - let mut capture = BTreeSet::new(); - let mut tmp_mapping = HashMap::new(); - - for node in graph.nodes.values() { - for ty in &node.entity.ty { - if !visit.contains_key(ty) { - node.res - .iter() - .filter(|x| global.contains(x)) - .for_each(|x| { - capture.insert(x.clone()); - }); - } - } - } - for name in graph - .nodes - .values() - .flat_map(|x| x.entity.ty.iter()) - .filter(|x| visit.contains_key(*x)) - .map(|x| x.to_owned()) - .collect::>() - { - global_res_impl(name.to_owned(), cfg, global, visit) - .into_iter() - .for_each(|x| { - capture.insert(x.clone()); - tmp_mapping - .entry(name.to_owned()) - .or_insert_with(BTreeSet::new) - .insert(x); - }); - } - - let graph = cfg - .graphs - .iter_mut() - .find(|graph| graph.name == name) - .unwrap(); - - for node in graph.nodes.values_mut() { - for name in &node.entity.ty { - if visit.contains_key(name) { - if let Some(graph) = tmp_mapping.get(name) { - node.res.append(&mut graph.iter().cloned().collect()); - } - } - } - } - - graph.global_res = capture.into_iter().collect(); - graph.global_res.clone() -} - -pub fn global_res(cfg: &mut interlayer::Config) { - let global_res_names: Vec<_> = cfg.resources.keys().cloned().collect(); - let mut visit: HashMap<_, _> = cfg - .graphs - .iter() - .map(|graph| (graph.name.clone(), false)) - .collect(); - - for name in visit.keys().cloned().collect::>() { - global_res_impl(name, cfg, global_res_names.as_slice(), &mut visit); - } -} - -pub fn bcast( - id: &str, - src: &mut interlayer::Connection, - connections: &mut HashMap, - nodes: &mut HashMap, -) { - if src.rx.len() > 1 { - let node_name = format!("__{}xBcast__", id); - let bcast_p = |port_name: &str| interlayer::Port { - node_type: vec!["Bcast".to_owned()], - node_name: node_name.clone(), - port_type: interlayer::PortTy::Unit, - port_name: port_name.to_owned(), - port_tag: None, - }; - - let rx = std::mem::replace(&mut src.rx, vec![bcast_p("inp")]); - - for (i, p) in rx.into_iter().enumerate() { - let name = format!("__{}xBcastxOut{}__", id, i); - connections.insert( - name, - interlayer::Connection { - cap: src.cap, - rx: vec![p], - tx: vec![bcast_p("[out]")], - }, - ); - } - - nodes.insert( - node_name.clone(), - interlayer::Node { - entity: interlayer::Entity { - name: node_name, - ty: vec!["Bcast".to_owned()], - args: Default::default(), - }, - cloned: Some(1), - res: vec![], - is_dyn: false, - inputs: vec!["inp".to_owned()], - outputs: vec!["[out]".to_owned()], - is_shared: false, - }, - ); - } -} - -pub fn dyn_inp_trans( - src: &mut presentation::NamedConn, - connections: &mut HashMap, - nodes: &mut HashMap, - shared_nodes: &mut HashMap, -) -> Result<()> { - for p in &mut src.conn.ports { - let ((n, _), _) = interlayer::Port::parse(p.as_str())?; - if let Some(node) = nodes.get_mut(n) { - if node.is_dyn { - let conn_name = format!("__{}xDynOutTransform__", src.name); - let node_name = conn_name.clone(); - *p = format!("{}:inp", node_name); - let mut tmp_conn = presentation::Connection { - cap: src.conn.cap, - ports: vec![], - }; - let tmp_node = interlayer::Node { - entity: interlayer::Entity { - name: node_name, - ty: vec!["DynOutTransform".to_owned()], - args: toml::value::Table::new(), - }, - res: Default::default(), - cloned: Some(1), - inputs: vec!["inp".to_owned()], - outputs: vec!["dyn@out".to_owned()], - is_dyn: false, - is_shared: false, - }; - tmp_conn.ports.push(p.to_owned()); - nodes.insert(tmp_node.entity.name.clone(), tmp_node); - let conn = translate_conn(tmp_conn, nodes, shared_nodes)?; - connections.insert(conn_name, conn); - } - } - } - Ok(()) -} - -pub fn dyn_out_trans( - src: &mut presentation::NamedConn, - connections: &mut HashMap, - nodes: &mut HashMap, - shared_nodes: &mut HashMap, -) -> Result<()> { - for p in &mut src.conn.ports { - let ((n, _), _) = interlayer::Port::parse(p.as_str())?; - if let Some(node) = nodes.get_mut(n) { - if node.is_dyn { - let conn_name = format!("__{}xDynInTransform__", src.name); - let node_name = conn_name.clone(); - *p = format!("{}:inp", node_name); - let mut tmp_conn = presentation::Connection { - cap: src.conn.cap, - ports: vec![], - }; - let tmp_node = interlayer::Node { - entity: interlayer::Entity { - name: node_name, - ty: vec!["DynInTransform".to_owned()], - args: toml::value::Table::new(), - }, - res: Default::default(), - cloned: Some(1), - inputs: vec!["dyn@inp".to_owned()], - outputs: vec!["out".to_owned()], - is_dyn: false, - is_shared: false, - }; - tmp_conn.ports.push(p.to_owned()); - nodes.insert(tmp_node.entity.name.clone(), tmp_node); - let conn = translate_conn(tmp_conn, nodes, shared_nodes)?; - connections.insert(conn_name, conn); - } - } - } - - Ok(()) -} diff --git a/flow-rs/src/config/interlayer.rs b/flow-rs/src/config/interlayer.rs deleted file mode 100644 index 77b9e28..0000000 --- a/flow-rs/src/config/interlayer.rs +++ /dev/null @@ -1,92 +0,0 @@ -/** - * \file flow-rs/src/config/interlayer.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::{anyhow, Result}; -use std::collections::HashMap; -use toml::value::Table; - -#[derive(Clone, Copy, Debug)] -pub enum PortTy { - Unit, - List, - Dyn, -} - -#[derive(Clone, Debug)] -pub struct Port { - pub node_type: Vec, - pub node_name: String, - pub port_name: String, - pub port_type: PortTy, - pub port_tag: Option, -} - -#[derive(Clone, Debug)] -pub struct Connection { - pub cap: usize, - pub tx: Vec, - pub rx: Vec, -} - -#[derive(Clone, Debug)] -pub struct Entity { - pub name: String, - pub ty: Vec, - pub args: Table, -} - -#[derive(Clone, Debug)] -pub struct Node { - pub entity: Entity, - pub res: Vec, - pub cloned: Option, - pub inputs: Vec, - pub outputs: Vec, - pub is_dyn: bool, - pub is_shared: bool, -} - -#[derive(Clone, Debug)] -pub struct Graph { - pub name: String, - pub resources: HashMap, - pub nodes: HashMap, - pub inputs: Vec, - pub outputs: Vec, - pub connections: HashMap, - pub is_shared: bool, - pub global_res: Vec, -} - -#[derive(Debug)] -pub struct Config { - pub resources: HashMap, - pub nodes: HashMap, - pub graphs: Vec, - pub main: String, -} - -impl Port { - pub fn parse(name: &str) -> Result<((&str, &str), Option)> { - let mut iter = name.splitn(3, ':'); - Ok(( - iter.next() - .zip(iter.next()) - .ok_or_else(|| anyhow!("unexpected port format {}", name))?, - iter.next() - .map(|s| s.parse()) - .map_or(Ok(None), |r| r.map(Some))?, - )) - } - - pub fn is_dyn(&self) -> bool { - matches!(self.port_type, PortTy::Dyn) - } -} diff --git a/flow-rs/src/config/mod.rs b/flow-rs/src/config/mod.rs deleted file mode 100644 index 81a0d8b..0000000 --- a/flow-rs/src/config/mod.rs +++ /dev/null @@ -1,234 +0,0 @@ -/** - * \file flow-rs/src/config/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -pub mod graphviz; -mod insert; -pub mod interlayer; -pub mod presentation; - -use crate::node::{inputs, outputs}; -use anyhow::{anyhow, Result}; -use std::collections::HashMap; - -pub(crate) struct PortUtility { - pub(crate) ty: interlayer::PortTy, - pub(crate) mapping: fn(&str) -> String, -} -pub(crate) static MAPPING: &[PortUtility] = &[ - PortUtility { - ty: interlayer::PortTy::Unit, - mapping: |p| p.to_owned(), - }, - PortUtility { - ty: interlayer::PortTy::List, - mapping: |p| format!("[{}]", p), - }, - PortUtility { - ty: interlayer::PortTy::Dyn, - mapping: |p| format!("dyn@{}", p), - }, -]; - -fn translate_node( - local_key: u64, - is_shared: bool, - p: presentation::Node, -) -> Result { - let ty = p.entity.ty.split('|').next().unwrap().trim(); - let inputs = inputs(local_key, ty)?.into_iter().collect(); - let outputs = outputs(local_key, ty)?.into_iter().collect(); - Ok(interlayer::Node { - entity: interlayer::Entity { - name: p.entity.name, - ty: p - .entity - .ty - .split('|') - .map(|x| x.trim().to_owned()) - .collect(), - args: p.entity.args, - }, - res: p.res, - cloned: p.cloned, - inputs, - outputs, - is_dyn: false, - is_shared, - }) -} - -fn translate_conn( - p: presentation::Connection, - nodes: &mut HashMap, - shared_nodes: &mut HashMap, -) -> Result { - let mut rx = vec![]; - let mut tx = vec![]; - - if p.ports.is_empty() { - return Err(anyhow!("encountered an unused connections")); - } - - for port_s in p.ports { - let ((n, p), tag) = interlayer::Port::parse(port_s.as_str())?; - let mut parse = |node: &mut interlayer::Node| { - let mut find = false; - for utility in MAPPING { - let p = (utility.mapping)(p); - let port = interlayer::Port { - node_type: node.entity.ty.clone(), - node_name: node.entity.name.clone(), - port_name: p.clone(), - port_type: utility.ty, - port_tag: tag, - }; - if node.inputs.contains(&p) { - rx.push(port); - find = true; - break; - } else if node.outputs.contains(&p) { - tx.push(port); - find = true; - break; - } - } - if !find { - Err(anyhow!("unexpected port {}", port_s)) - } else { - Ok(()) - } - }; - if let Some(node) = nodes.get_mut(n) { - parse(node)?; - } else if let Some(node) = shared_nodes.get_mut(n) { - parse(node)?; - } - } - - let dyn_rxn = rx.iter().filter(|rx| rx.is_dyn()).count(); - let dyn_txn = tx.iter().filter(|tx| tx.is_dyn()).count(); - - if dyn_rxn > 0 { - if tx.len() > 1 { - return Err(anyhow!("dyn port shared with multiple subgraphs")); - } - if dyn_rxn > 1 { - return Err(anyhow!( - "the number of nodes sharing dyn rx port only could be equal to 1" - )); - } - for p in &tx { - let node = nodes - .get_mut(&p.node_name) - .expect("dyn share subgraph is not supported "); - node.is_dyn = true; - } - } - - if dyn_txn > 0 { - if rx.len() > 1 { - return Err(anyhow!("dyn port shared with multiple subgraphs")); - } - for p in &rx { - let node = nodes - .get_mut(&p.node_name) - .expect("dyn share subgraph is not supported "); - node.is_dyn = true; - } - } - - Ok(interlayer::Connection { cap: p.cap, rx, tx }) -} - -pub fn translate_graph( - local_key: u64, - mut p: presentation::Graph, - shared_nodes: &mut HashMap, -) -> Result { - let mut nodes = HashMap::new(); - let mut resources = HashMap::new(); - let mut inputs = vec![]; - let mut outputs = vec![]; - let mut connections = HashMap::new(); - - for node in std::mem::take(&mut p.nodes) { - nodes.insert( - node.entity.name.clone(), - translate_node(local_key, false, node)?, - ); - } - for res in std::mem::take(&mut p.resources) { - resources.insert(res.name.clone(), res); - } - - for (i, conn) in std::mem::take(&mut p.connections).into_iter().enumerate() { - let name = format!("__{}__", i); - let mut conn = translate_conn(conn, &mut nodes, shared_nodes)?; - insert::bcast(&name, &mut conn, &mut connections, &mut nodes); - connections.insert(name, conn); - } - - for mut input in std::mem::take(&mut p.inputs) { - inputs.push(input.name.clone()); - insert::dyn_inp_trans(&mut input, &mut connections, &mut nodes, shared_nodes)?; - let mut conn = translate_conn(input.conn, &mut nodes, shared_nodes)?; - insert::bcast(&input.name, &mut conn, &mut connections, &mut nodes); - connections.insert(input.name, conn); - } - - for mut output in std::mem::take(&mut p.outputs) { - outputs.push(output.name.clone()); - insert::dyn_out_trans(&mut output, &mut connections, &mut nodes, shared_nodes)?; - let conn = translate_conn(output.conn, &mut nodes, shared_nodes)?; - connections.insert(output.name, conn); - } - - Ok(interlayer::Graph { - is_shared: shared_nodes.values().any(|n| n.entity.ty.contains(&p.name)), - name: p.name, - resources, - nodes, - inputs, - outputs, - connections, - global_res: vec![], - }) -} - -pub fn translate_config(local_key: u64, p: presentation::Config) -> Result { - let mut graphs = vec![]; - let mut nodes = HashMap::new(); - let mut resources = HashMap::new(); - - for node in p.nodes { - nodes.insert( - node.entity.name.clone(), - translate_node(local_key, true, node)?, - ); - } - - for graph in p.graphs { - graphs.push(translate_graph(local_key, graph, &mut nodes)?); - } - - for res in p.resources { - resources.insert(res.name.clone(), res); - } - - let mut cfg = interlayer::Config { - graphs, - resources, - nodes, - main: p.main, - }; - insert::global_res(&mut cfg); - - Ok(cfg) -} diff --git a/flow-rs/src/config/presentation.rs b/flow-rs/src/config/presentation.rs deleted file mode 100644 index 1bc77b1..0000000 --- a/flow-rs/src/config/presentation.rs +++ /dev/null @@ -1,70 +0,0 @@ -/** - * \file flow-rs/src/config/presentation.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use serde::Deserialize; -use toml::value::Table; - -#[derive(Deserialize, Clone, Debug)] -#[serde(deny_unknown_fields)] -pub struct Connection { - pub cap: usize, - pub ports: Vec, -} - -#[derive(Deserialize, Clone, Debug)] -pub struct NamedConn { - pub name: String, - #[serde(flatten)] - pub conn: Connection, -} - -#[derive(Deserialize, Clone, Debug)] -pub struct Entity { - pub name: String, - pub ty: String, - #[serde(default, flatten)] - pub args: Table, -} - -#[derive(Deserialize, Clone, Debug)] -pub struct Node { - #[serde(flatten)] - pub entity: Entity, - #[serde(default)] - pub res: Vec, - pub cloned: Option, -} - -#[derive(Deserialize, Clone, Debug)] -#[serde(deny_unknown_fields)] -pub struct Graph { - pub name: String, - #[serde(default)] - pub resources: Vec, - #[serde(default)] - pub nodes: Vec, - #[serde(default)] - pub inputs: Vec, - #[serde(default)] - pub outputs: Vec, - #[serde(default)] - pub connections: Vec, -} - -#[derive(Deserialize)] -#[serde(deny_unknown_fields)] -pub struct Config { - #[serde(default)] - pub resources: Vec, - #[serde(default)] - pub nodes: Vec, - pub graphs: Vec, - pub main: String, -} diff --git a/flow-rs/src/debug/feature.rs b/flow-rs/src/debug/feature.rs deleted file mode 100644 index 6881b79..0000000 --- a/flow-rs/src/debug/feature.rs +++ /dev/null @@ -1,70 +0,0 @@ -/** - * \file flow-rs/src/debug/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use event_listener::Event; -use std::sync::atomic::{AtomicBool, Ordering}; - -pub struct Feature { - enable: AtomicBool, - lock_ops: Event, -} - -impl Feature { - pub const fn new() -> Feature { - Feature { - enable: AtomicBool::new(false), - lock_ops: Event::new(), - } - } - - pub fn enable(&self) -> bool { - self.enable.load(Ordering::Relaxed) - } - - pub fn disable(&self) { - self.enable.store(false, Ordering::Relaxed); - } - - pub fn notify(&self) { - if self - .enable - .compare_exchange(false, true, Ordering::SeqCst, Ordering::SeqCst) - .is_ok() - { - self.lock_ops.notify(usize::MAX); - } - } - #[allow(dead_code)] - pub async fn wait(&self) { - let mut listener = None; - - loop { - if self.enable.load(Ordering::Relaxed) { - return; - } - - match listener.take() { - None => { - listener = Some(self.lock_ops.listen()); - } - Some(l) => { - l.await; - } - } - } - } -} - -pub struct FeatureCommand { - pub start: Box, - pub stop: Box, - pub disable: Box, -} -crate::collect!(String, FeatureCommand); diff --git a/flow-rs/src/debug/mod.rs b/flow-rs/src/debug/mod.rs deleted file mode 100644 index 37c3cad..0000000 --- a/flow-rs/src/debug/mod.rs +++ /dev/null @@ -1,19 +0,0 @@ -/** - * \file flow-rs/src/debug/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod feature; -mod protocol; -mod server; - -use crate::prelude::feature; -pub use protocol::*; -pub use server::{Server, PORT}; - -feature!(QPS, { ratio: f32 }); diff --git a/flow-rs/src/debug/protocol.rs b/flow-rs/src/debug/protocol.rs deleted file mode 100644 index 685250e..0000000 --- a/flow-rs/src/debug/protocol.rs +++ /dev/null @@ -1,57 +0,0 @@ -/** - * \file flow-rs/src/debug/protocol.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use serde::{Deserialize, Serialize}; -use serde_json::{Map, Value}; - -#[derive(Serialize, Deserialize)] -pub struct ProtocolMessage { - pub ty: String, - #[serde(flatten, default)] - pub others: Map, -} - -#[derive(Serialize, Deserialize)] -pub struct RequestMessage { - pub feature: String, - pub seq_id: usize, - pub command: String, - #[serde(flatten, default)] - pub args: Map, -} - -#[derive(Serialize, Deserialize)] -pub struct EventMessage { - pub event: String, - #[serde(flatten, default)] - pub args: Map, -} - -#[derive(Serialize, Deserialize)] -pub struct ResponseMessage { - pub success: bool, - pub feature: String, - pub seq_id: usize, - pub command: String, - #[serde(flatten, default)] - pub args: Map, -} -// message -pub const TYPE_REQUEST: &str = "request"; -pub const TYPE_EVENT: &str = "event"; -pub const TYPE_RESPONSE: &str = "response"; -// event -pub const EVENT_INITIALIZED: &str = "initialized"; -pub const EVENT_TERMINATED: &str = "terminated"; -pub const EVENT_STOP: &str = "stop"; -// command -pub const CMD_START: &str = "start"; -pub const CMD_STOP: &str = "stop"; -pub const CMD_NOOP: &str = "noop"; diff --git a/flow-rs/src/debug/server.rs b/flow-rs/src/debug/server.rs deleted file mode 100644 index 68522fe..0000000 --- a/flow-rs/src/debug/server.rs +++ /dev/null @@ -1,148 +0,0 @@ -/** - * \file flow-rs/src/debug/server.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::feature::FeatureCommand; -use super::protocol::*; -use crate::{registry::Collect, rt::channel::*}; -use anyhow::{anyhow, Result}; -use futures_util::{SinkExt, StreamExt}; -use std::sync::atomic::{AtomicBool, Ordering}; -use warp::ws::{Message, WebSocket}; -use warp::Filter; - -lazy_static::lazy_static! { - pub static ref PORT: (Sender, Receiver) = unbounded(); -} - -static CONNECTED: AtomicBool = AtomicBool::new(false); - -async fn connected(ws: WebSocket, graph: String) -> Result<()> { - let (mut tx, mut rx) = ws.split(); - - while PORT.1.try_recv().is_ok() {} - let init_event = serde_json::to_string(&serde_json::json!({ - "ty": TYPE_EVENT, - "event": EVENT_INITIALIZED, - "features": FeatureCommand::registry_global().keys(), - "graph": graph - }))?; - tx.send(Message::text(init_event)).await?; - - flow_rs::rt::task::spawn(async move { - while let Ok(msg) = PORT.1.recv().await { - if msg.ty == "__CLOSED__" { - tx.send(Message::text( - serde_json::to_string( - &serde_json::json!({ "ty": TYPE_EVENT, "event": EVENT_TERMINATED }), - ) - .unwrap(), - )) - .await - .ok(); - break; - } - if tx - .send(Message::text(serde_json::to_string(&msg).unwrap())) - .await - .is_err() - { - break; - } - } - }); - - while let Some(Ok(msg)) = rx.next().await { - if let Ok(s) = msg.to_str() { - let protocol: ProtocolMessage = serde_json::from_str(s)?; - match protocol.ty.as_str() { - TYPE_REQUEST => { - let req: RequestMessage = - serde_json::from_value(serde_json::Value::Object(protocol.others))?; - dowith_request(req).await?; - } - TYPE_EVENT => { - let event: EventMessage = - serde_json::from_value(serde_json::Value::Object(protocol.others))?; - dowith_event(event).await?; - } - _ => unreachable!(), - } - } - } - - Ok(()) -} - -async fn reset() { - FeatureCommand::registry_global().for_each(|cmd| { - (cmd.disable)(); - }); - PORT.0 - .send(ProtocolMessage { - ty: "__CLOSED__".to_owned(), - others: Default::default(), - }) - .await - .unwrap(); - CONNECTED.store(false, Ordering::SeqCst); -} - -async fn dowith_event(_: EventMessage) -> Result<()> { - unimplemented!() -} -async fn dowith_request(req: RequestMessage) -> Result<()> { - match req.command.as_str() { - CMD_START => { - let command = FeatureCommand::registry_global() - .get(&req.feature) - .ok_or_else(|| anyhow!("feature[{}] not found", req.feature))?; - (command.start)(req.seq_id, serde_json::Value::Object(req.args)); - } - CMD_STOP => { - let command = FeatureCommand::registry_global() - .get(&req.feature) - .ok_or_else(|| anyhow!("feature[{}] not found", req.feature))?; - (command.stop)(req.seq_id); - } - _ => unreachable!(), - } - Ok(()) -} - -/// A server for debug -pub struct Server { - port: u16, - graph: String, -} - -impl Server { - pub fn new(graph: String, port: u16) -> Server { - Server { graph, port } - } - /// listen on 0.0.0.0:`self.port` - pub async fn listen(self) { - let graph = self.graph.clone(); - let graph = warp::any().map(move || graph.clone()); - let routes = warp::path("debugger").and(warp::ws()).and(graph).map( - |ws: warp::ws::Ws, graph: String| { - ws.on_upgrade(move |websocket| async move { - if CONNECTED - .compare_exchange(false, true, Ordering::SeqCst, Ordering::SeqCst) - .is_ok() - { - connected(websocket, graph.clone()).await.ok(); - reset().await; - } - }) - }, - ); - warp::serve(routes).run(([0, 0, 0, 0], self.port)).await; - } -} diff --git a/flow-rs/src/envelope/any_envelope.rs b/flow-rs/src/envelope/any_envelope.rs deleted file mode 100644 index 19ee9fa..0000000 --- a/flow-rs/src/envelope/any_envelope.rs +++ /dev/null @@ -1,74 +0,0 @@ -/** - * \file flow-rs/src/envelope/any_envelope.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::EnvelopeInfo; -use dyn_clone::{clone_trait_object, DynClone}; -use std::any::{Any, TypeId}; - -pub trait AnyEnvelope: Any + DynClone + 'static { - fn is_some(&self) -> bool; - fn is_none(&self) -> bool; - fn info(&self) -> &EnvelopeInfo; - fn info_mut(&mut self) -> &mut EnvelopeInfo; -} -clone_trait_object!(AnyEnvelope); - -impl dyn AnyEnvelope { - pub fn is(&self) -> bool { - let t = TypeId::of::(); - let boxed = self.type_id(); - - t == boxed - } - - pub fn downcast_ref(&self) -> Option<&T> { - if self.is::() { - unsafe { Some(&*(self as *const dyn AnyEnvelope as *const T)) } - } else { - None - } - } - - pub fn downcast_mut(&mut self) -> Option<&mut T> { - if self.is::() { - unsafe { Some(&mut *(self as *mut dyn AnyEnvelope as *mut T)) } - } else { - None - } - } -} - -impl dyn AnyEnvelope + Send + Sync { - pub fn is(&self) -> bool { - ::is::(self) - } - - pub fn downcast_ref(&self) -> Option<&T> { - ::downcast_ref::(self) - } - - pub fn downcast_mut(&mut self) -> Option<&mut T> { - ::downcast_mut::(self) - } -} - -impl dyn AnyEnvelope + Send { - pub fn is(&self) -> bool { - ::is::(self) - } - - pub fn downcast_ref(&self) -> Option<&T> { - ::downcast_ref::(self) - } - - pub fn downcast_mut(&mut self) -> Option<&mut T> { - ::downcast_mut::(self) - } -} diff --git a/flow-rs/src/envelope/envelope.rs b/flow-rs/src/envelope/envelope.rs deleted file mode 100644 index 8571ac5..0000000 --- a/flow-rs/src/envelope/envelope.rs +++ /dev/null @@ -1,173 +0,0 @@ -/** - * \file flow-rs/src/envelope/envelope.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::{AnyEnvelope, SealedEnvelope}; -use std::sync::Arc; - -/// `EnvelopeInfo` is a type that represents common information for a message -#[derive(Default, Clone)] -pub struct EnvelopeInfo { - /// Sequence id, and could be repeat - pub partial_id: Option, - /// Address where the envelope comes from - pub from_addr: Option, - /// Address where the envelope send to - pub to_addr: Option, - /// Address where the envelope transfer to - pub transfer_addr: Option, - /// Extra info about the envelope - pub tag: Option, -} -/// `Envelope` is a type that contains a info:`EnvelopeInfo` and a message:`M` -/// -/// # Examples -/// -/// ```rust -/// # use std::error::Error; -/// # use flow_rs::envelope::*; -/// # fn main() -> Result<(), Box>{ -/// let envelope = Envelope::new(1usize); -/// let mut sealed_envelope = envelope.seal(); -/// assert!(sealed_envelope.downcast_mut::>().is_some()); -/// let mut envelope = sealed_envelope.downcast_mut::>().unwrap().take(); -/// let msg = envelope.unpack(); -/// assert_eq!(msg, 1); -/// # -/// # Ok(()) -/// # } -/// ``` -pub struct Envelope { - info: Arc, // cow - msg: Option, -} - -impl Envelope -where - M: 'static + Send + Clone, -{ - /// Create a envelope with message - pub fn new(msg: M) -> Envelope { - Self::with_info(msg, Default::default()) - } - pub fn with_info(msg: M, info: EnvelopeInfo) -> Envelope { - Envelope { - msg: Some(msg), - info: Arc::new(info), - } - } - /// Create a envelope without message - pub fn empty() -> Envelope { - Envelope { - msg: None, - info: Default::default(), - } - } - /// Convert the `Envelope` to `SealedEnvelope` - pub fn seal(self) -> SealedEnvelope { - Box::new(self) - } - /// Take the message from the envelope - /// - /// # Panics - /// - /// If the envelope has no message - pub fn unpack(&mut self) -> M { - self.msg.take().expect("message not found") - } - /// Repack a message, and return a new envelope with the message - pub fn repack(&self, msg: T) -> Envelope { - Envelope { - msg: Some(msg), - info: self.info.clone(), - } - } - /// Repack a message in place - pub fn repack_inplace(&mut self, msg: M) { - self.msg = Some(msg); - } - /// Takes the message out of the envelope, leaving a `None` in its place - pub fn take(&mut self) -> Envelope { - Envelope { - msg: self.msg.take(), - info: self.info.clone(), - } - } - /// Return a reference to the message - /// - /// # Panics - /// - /// If the envelope has no message - pub fn get_ref(&self) -> &M { - self.msg.as_ref().expect("message not found") - } - /// Return a mutable reference to the message - /// - /// # Panics - /// - /// If the envelope has no message - pub fn get_mut(&mut self) -> &mut M { - self.msg.as_mut().expect("message not found") - } -} - -impl Clone for Envelope -where - M: Clone, -{ - fn clone(&self) -> Self { - Envelope { - msg: self.msg.clone(), - info: self.info.clone(), - } - } -} - -impl AnyEnvelope for Envelope -where - M: 'static + Clone + Send, -{ - fn is_none(&self) -> bool { - self.msg.is_none() - } - fn is_some(&self) -> bool { - self.msg.is_some() - } - fn info(&self) -> &EnvelopeInfo { - &self.info - } - fn info_mut(&mut self) -> &mut EnvelopeInfo { - Arc::make_mut(&mut self.info) - } -} - -#[doc(hidden)] -#[derive(Clone)] -pub struct DummyEnvelope; - -impl DummyEnvelope { - pub fn seal(self) -> SealedEnvelope { - Box::new(self) - } -} - -impl AnyEnvelope for DummyEnvelope { - fn is_none(&self) -> bool { - true - } - fn is_some(&self) -> bool { - false - } - fn info(&self) -> &EnvelopeInfo { - unimplemented!() - } - fn info_mut(&mut self) -> &mut EnvelopeInfo { - unimplemented!() - } -} diff --git a/flow-rs/src/envelope/mod.rs b/flow-rs/src/envelope/mod.rs deleted file mode 100644 index ab01448..0000000 --- a/flow-rs/src/envelope/mod.rs +++ /dev/null @@ -1,33 +0,0 @@ -/** - * \file flow-rs/src/envelope/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod any_envelope; -#[allow(clippy::module_inception)] -mod envelope; - -#[doc(hidden)] -pub use any_envelope::*; -pub use envelope::*; - -pub type SealedEnvelope = Box; - -#[cfg(test)] -mod test { - use super::*; - - #[test] - fn test_basis() { - let envelope = DummyEnvelope {}.seal(); - assert!(envelope.is::()); - let envelope = Envelope::new(0f32).seal(); - assert!(!envelope.is::()); - assert!(envelope.is::>()); - } -} diff --git a/flow-rs/src/future.rs b/flow-rs/src/future.rs deleted file mode 100644 index cbfce12..0000000 --- a/flow-rs/src/future.rs +++ /dev/null @@ -1,61 +0,0 @@ -/** - * \file flow-rs/src/future.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use futures_util::stream::{FuturesUnordered, StreamExt}; -use std::future::Future; - -// https://users.rust-lang.org/t/usage-of-futures-select-ok/46068/10 -pub(crate) async fn select_ok(futs: impl IntoIterator) -> Result -where - F: Future>, -{ - let mut futs: FuturesUnordered = futs.into_iter().collect(); - - let mut last_error: Option = None; - while let Some(next) = futs.next().await { - match next { - Ok(ok) => return Ok(ok), - Err(err) => { - last_error = Some(err); - } - } - } - Err(last_error.expect("Empty iterator.")) -} - -#[cfg(test)] -mod test { - use super::*; - use flow_rs::rt::channel::unbounded; - - #[flow_rs::rt::test] - async fn test_basis() { - let (s1, r1) = unbounded(); - let (s2, r2) = unbounded(); - - s1.send(1).await.ok(); - s2.send(2).await.ok(); - - let fut = vec![r1.recv(), r2.recv()]; - assert_eq!(select_ok(fut).await, Ok(1)); - let fut = vec![r1.recv(), r2.recv()]; - assert_eq!(select_ok(fut).await, Ok(2)); - - s1.send(1).await.ok(); - let fut = vec![r1.recv(), r2.recv()]; - assert_eq!(select_ok(fut).await, Ok(1)); - - drop(s1); - drop(s2); - - let fut = vec![r1.recv(), r2.recv()]; - assert!(select_ok(fut).await.is_err()); - } -} diff --git a/flow-rs/src/graph/channel.rs b/flow-rs/src/graph/channel.rs deleted file mode 100644 index f3e459c..0000000 --- a/flow-rs/src/graph/channel.rs +++ /dev/null @@ -1,49 +0,0 @@ -/** - * \file flow-rs/src/graph/channel.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::channel::ChannelStorage; -use crate::config::interlayer as config; -use anyhow::Result; - -#[derive(Clone)] -pub struct AnyChannel { - storage: Option, - info: config::Connection, -} - -impl AnyChannel { - pub fn new(cfg: &config::Connection) -> Result { - Ok(AnyChannel { - storage: None, - info: cfg.clone(), - }) - } - - pub fn set(&mut self, storage: ChannelStorage) { - self.storage = Some(storage) - } - - pub fn make(&self) -> ChannelStorage { - ChannelStorage::bound(self.info.cap) - } - - pub fn get(&self) -> &ChannelStorage { - self.storage.as_ref().unwrap() - } - - #[allow(dead_code)] - pub fn get_mut(&mut self) -> &mut ChannelStorage { - self.storage.as_mut().unwrap() - } - - pub fn info(&self) -> &config::Connection { - &self.info - } -} diff --git a/flow-rs/src/graph/context.rs b/flow-rs/src/graph/context.rs deleted file mode 100644 index cd65017..0000000 --- a/flow-rs/src/graph/context.rs +++ /dev/null @@ -1,72 +0,0 @@ -/** - * \file flow-rs/src/graph/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use event_listener::Event; -use std::sync::atomic::{AtomicBool, AtomicU64, Ordering}; -use std::sync::Arc; - -pub struct ContextInner { - pub name: String, - pub ty: String, - pub local_key: u64, - pub id: u64, - lock_ops: Event, - is_closed: AtomicBool, -} - -pub type Context = Arc; - -impl ContextInner { - pub fn close(&self) { - if self - .is_closed - .compare_exchange(false, true, Ordering::Release, Ordering::Relaxed) - .is_ok() - { - self.lock_ops.notify(usize::MAX); - } - } - pub fn is_closed(&self) -> bool { - self.is_closed.load(Ordering::Relaxed) - } - pub async fn wait(&self) { - let mut listener = None; - - loop { - if self.is_closed.load(Ordering::Relaxed) { - return; - } - - match listener.take() { - None => { - listener = Some(self.lock_ops.listen()); - } - Some(l) => { - l.await; - } - } - } - } -} - -lazy_static::lazy_static! { - static ref GRAPH_ID: AtomicU64 = AtomicU64::new(0); -} - -pub(crate) fn context(name: String, ty: String, local_key: u64) -> Context { - Arc::new(ContextInner { - name, - ty, - local_key, - id: GRAPH_ID.fetch_add(1, Ordering::Relaxed), - lock_ops: Event::new(), - is_closed: AtomicBool::new(false), - }) -} diff --git a/flow-rs/src/graph/debug.rs b/flow-rs/src/graph/debug.rs deleted file mode 100644 index 259cd9e..0000000 --- a/flow-rs/src/graph/debug.rs +++ /dev/null @@ -1,132 +0,0 @@ -/** - * \file flow-rs/src/graph/debug.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::Graph; -use crate::debug::*; -use crate::rt::task::JoinHandle; -use futures_util::{pin_mut, select, FutureExt}; -use serde::Serialize; -use std::collections::HashMap; - -#[derive(Serialize)] -struct NodeQps { - name: String, - qps: HashMap, // size, qps - is_block: bool, -} - -impl Graph { - pub(super) fn dmon(&self) -> JoinHandle<()> { - let conns: Vec<_> = self.conns.values().cloned().collect(); - let ctx = self.ctx.clone(); - let mut first = true; // drop qps result fetched first - crate::rt::task::spawn(async move { - let wait_graph = ctx.wait().fuse(); - pin_mut!(wait_graph); - 'start: while !ctx.is_closed() { - if !QPS.enable() { - first = true; - } - let wait_qps = QPS.wait().fuse(); - pin_mut!(wait_qps); - select! { - _ = wait_qps => {}, - _ = wait_graph => break 'start, - } - - let args = QPS_args - .read() - .unwrap() - .iter() - .map(|(k, v)| (*k, v.ratio)) - .next(); - if let Some((seq_id, ratio)) = args { - let div_ratio = 1f32 / ratio; - let mut nodes = HashMap::new(); - - loop { - for conn in &conns { - let is_block = conn.get().is_almost_full(); - let size = conn.get().len(); - let tx_qps = conn.get().swap_tx_counter() as f32 * ratio; - let rx_qps = conn.get().swap_rx_counter() as f32 * ratio; - if first { - continue; - } - for tx in &conn.info().tx { - let qps = nodes.entry(tx.node_name.clone()).or_insert(NodeQps { - name: tx.node_name.clone(), - qps: Default::default(), - is_block: false, - }); - qps.qps - .insert(tx.port_name.clone(), (size, tx_qps as usize)); - } - for rx in &conn.info().rx { - let qps = nodes.entry(rx.node_name.clone()).or_insert(NodeQps { - name: rx.node_name.clone(), - qps: Default::default(), - is_block: false, - }); - qps.qps - .insert(rx.port_name.clone(), (size, rx_qps as usize)); - qps.is_block = qps.is_block || is_block; - } - } - if first { - crate::rt::task::sleep(std::time::Duration::from_secs( - (1f32 * div_ratio) as u64, - )) - .await; - first = false; - } else { - break; - } - } - - let into_object = |json| match json { - serde_json::Value::Object(json) => json, - _ => unreachable!(), - }; - - let args = into_object(serde_json::json!({ - "graph": ctx.ty, - "nodes": nodes.into_iter().map(|(_, v)| v).collect::>(), - })); - - let others = into_object( - serde_json::to_value(ResponseMessage { - success: true, - feature: "QPS".to_owned(), - seq_id, - command: CMD_NOOP.to_owned(), - args, - }) - .unwrap(), - ); - crate::debug::PORT - .0 - .send(ProtocolMessage { - ty: TYPE_RESPONSE.to_owned(), - others, - }) - .await - .ok(); - flow_rs::rt::task::sleep(std::time::Duration::from_secs( - (1f32 * div_ratio) as u64, - )) - .await; - } else { - flow_rs::rt::task::sleep(std::time::Duration::from_secs(1)).await; - } - } - }) - } -} diff --git a/flow-rs/src/graph/mod.rs b/flow-rs/src/graph/mod.rs deleted file mode 100644 index 22ff836..0000000 --- a/flow-rs/src/graph/mod.rs +++ /dev/null @@ -1,345 +0,0 @@ -/** - * \file flow-rs/src/graph/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod channel; -mod context; -mod debug; -mod node; -mod subgraph; - -use crate::broker::Broker; -use crate::config::interlayer as config; -use crate::prelude::*; -use crate::rt::task::JoinHandle; -use anyhow::{anyhow, Result}; -use channel::*; -pub use context::*; -use futures_util::{pin_mut, select, FutureExt}; -use node::AnyNode; -use std::collections::HashMap; - -pub(crate) struct GraphSlice { - pub cons: Box Result + Send + Sync>, - pub info: NodeInfo, -} -crate::collect!(String, GraphSlice); - -/// Represents a graph with nodes and connections, which implement `Node` and `Actor`. -pub struct MainGraph { - graph: Graph, - global_resources: ResourceCollection, - global_ctx: Context, -} - -impl MainGraph { - pub(crate) fn new( - mut graph: Graph, - global_ctx: Context, - global_resources: ResourceCollection, - ) -> MainGraph { - let mut v = vec![]; - for name in &graph.inputs { - v.push((name.clone(), graph.conns[name].make())); - } - for name in &graph.outputs { - v.push((name.clone(), graph.conns[name].make())); - } - - for (name, conn) in v { - graph.set_port(name.as_str(), None, &conn); - } - MainGraph { - graph, - global_ctx, - global_resources, - } - } - /// Get an input port from the graph by name - pub fn input(&self, name: &str) -> Option { - self.graph.conns.get(name).map(|x| x.get().sender()) - } - /// Get an output port from the graph by name - pub fn output(&self, name: &str) -> Option { - self.graph.conns.get(name).map(|x| x.get().receiver()) - } - /// Stop the graph, it is equivalent to drop all inputs of the graph - pub fn stop(&mut self) { - self.graph.close() - } - /// Run the graph, and return a `JoinHandle`, which can be cancel or wait - pub fn start(&mut self) -> JoinHandle<()> { - let handle = self - .graph - .start(Some(std::mem::take(&mut self.global_resources))); - let global_ctx = self.global_ctx.clone(); - crate::rt::task::spawn(async move { - handle.await; - SharedProxy::registry_local() - .get(global_ctx.local_key) - .for_each(|proxy| proxy.close()); - global_ctx.close(); - - let handles = crate::node::SharedHandle::registry_local() - .get(global_ctx.local_key) - .to_vec(); - for handle in handles { - let handle = - std::sync::Arc::try_unwrap(handle).unwrap_or_else(|_| panic!("internal error")); - handle.0.await; - } - // clear graph local resources - finalize(global_ctx.local_key); - }) - } -} - -pub(crate) struct Graph { - nodes: HashMap, - conns: HashMap, - inputs: Vec, - outputs: Vec, - broker: Broker, - shares: HashMap, - ctx: Context, - resources: UniqueResourceCollection, - is_shared: bool, -} - -impl Graph { - pub(crate) fn load(ctx: Context, config: &config::Graph) -> Result { - let mut nodes = HashMap::new(); - let mut conns = HashMap::new(); - let mut broker = Broker::new(); - let mut shares = HashMap::new(); - - // global - let resources = UniqueResourceCollection::new(ctx.local_key, ctx.id, &config.resources); - - for (name, cfg) in &config.nodes { - if !cfg.is_dyn { - nodes.insert(name.clone(), AnyNode::new(ctx.local_key, cfg)?); - } - } - - for (k, cfg) in &config.connections { - let dyn_rxn = cfg.rx.iter().filter(|rx| rx.is_dyn()).count(); - let dyn_txn = cfg.tx.iter().filter(|tx| tx.is_dyn()).count(); - - if !config.inputs.contains(k) && !config.outputs.contains(k) { - if dyn_rxn > 0 && dyn_txn > 0 { - return Err(anyhow!("rx & tx of channel both are dyn")); - } - if (dyn_rxn > 0 && cfg.tx.len() != 1) || (dyn_txn > 0 && cfg.rx.len() != 1) { - return Err(anyhow!("dyn port shared with multiple subgraphs")); - } - if (dyn_rxn != 0 && dyn_rxn != cfg.rx.len()) - || (dyn_txn != 0 && dyn_txn != cfg.tx.len()) - { - return Err(anyhow!("dyn port shared with multiple subgraphs")); - } - - if dyn_rxn > 0 || dyn_txn > 0 { - let subgraph = cfg - .rx - .iter() - .chain(cfg.tx.iter()) - .find(|p| !p.is_dyn()) - .unwrap(); - for port in cfg.rx.iter().chain(cfg.tx.iter()) { - if port.is_dyn() { - // add dyn subgraph resources into trigger node - let mut res = - config.nodes.get(&subgraph.node_name).unwrap().res.clone(); - let nodes = nodes.get_mut(&port.node_name).unwrap(); - let info = nodes.info_mut(); - info.res.append(&mut res); - for node in nodes.get_mut().iter_mut() { - let mut clients = vec![]; - for topic in &subgraph.node_type { - clients.push(broker.subscribe(topic.trim().to_owned())); - } - node.set_port_dynamic( - ctx.local_key, - &port.port_name, - subgraph.port_name.clone(), - cfg.cap, - clients, - ); - } - } - } - } else { - let mut channel = AnyChannel::new(cfg)?; - channel.set(channel.make()); - let info = channel.info(); - for port in info.rx.iter().chain(info.tx.iter()) { - if let Some(nodes) = nodes.get_mut(&port.node_name) { - for node in nodes.get_mut().iter_mut() { - node.set_port(&port.port_name, port.port_tag, channel.get()); - } - } else { - if config.is_shared { - return Err(anyhow!("nested shared graph is not support")); - } - let shared_proxy = - shares.entry(port.node_name.clone()).or_insert_with(|| { - SharedProxy::registry_local() - .get(ctx.local_key) - .get(&port.node_name) - .unwrap_or_else(|| { - panic!("unexpected node {}", port.node_name) - }) - .as_ref() - .clone() - }); - shared_proxy.set_port(&port.port_name, channel.get()); - } - } - conns.insert(k.clone(), channel); - } - } else { - if dyn_rxn > 0 || dyn_txn > 0 { - return Err(anyhow!("dyn inputs or outputs of graph")); - } - for port in cfg.rx.iter().chain(cfg.tx.iter()) { - if let Some(node) = config.nodes.get(&port.node_name) { - if node.is_dyn { - return Err(anyhow!( - "dyn nodes connect with inputs or outputs of graph" - )); - } - } - } - let channel = AnyChannel::new(cfg)?; - conns.insert(k.clone(), channel); - } - } - - Ok(Graph { - ctx, - resources, - nodes, - conns, - broker, - inputs: config.inputs.clone(), - outputs: config.outputs.clone(), - shares, - is_shared: config.is_shared, - }) - } - - pub(crate) fn start(&mut self, resource: Option) -> JoinHandle<()> { - let ext_resource = resource.unwrap_or_else(|| { - UniqueResourceCollection::new(self.ctx.local_key, self.ctx.id, &Default::default()) - .take_into_arc() - }); - let in_resource = std::mem::take(&mut self.resources); - let shares = std::mem::take(&mut self.shares); - for (_, shared) in shares { - shared.build(); - } - let mut handles = vec![self.broker.run()]; - let mut alone_tasks = vec![self.dmon()]; - let nodes: Vec<_> = self - .nodes - .values_mut() - .map(|node| { - let is_alone = node.info().inputs.is_empty() && node.info().outputs.is_empty(); - let res_names: Vec<_> = node.info().res.to_vec(); - (is_alone, res_names, node.get_into()) - }) - .collect(); - - let context = self.ctx.clone(); - let inputs: Vec<_> = self - .inputs - .iter() - .map(|name| self.conns[name].get().clone()) - .collect(); - let outputs: Vec<_> = self - .outputs - .iter() - .map(|name| self.conns[name].get().clone()) - .collect(); - let direct_term = inputs - .iter() - .map(|input| input.sender_count()) - .sum::() - == 0; - - let handle = crate::rt::task::spawn(async move { - let res = ext_resource.chain(in_resource).await; - for (is_alone, res_names, nodes) in nodes { - for node in nodes { - let res = res.filter( - res_names - .iter() - .map(|x| x.as_str()) - .collect::>() - .as_slice(), - ); - if is_alone { - alone_tasks.push(node.start(context.clone(), res)); - } else { - handles.push(node.start(context.clone(), res)); - } - } - } - - let wait_ctx = context.wait().fuse(); - let wait_tasks = futures_util::future::join_all(handles).fuse(); - let mut wait_i = - futures_util::future::join_all(inputs.iter().map(|conn| conn.wait_rx_closed())) - .fuse(); - let mut wait_o = - futures_util::future::join_all(outputs.iter().map(|conn| conn.wait_tx_closed())) - .fuse(); - pin_mut!(wait_ctx, wait_tasks); - - let mut state = 0; - let mut cb = || { - state += 1; - if state == 3 { - context.close(); - } - }; - - loop { - select! { - _ = wait_ctx => { - for input in &inputs { - input.close(); - } - } - _ = wait_tasks => { - cb() - }, - _ = wait_o => { - cb() - }, - _ = wait_i => { - cb() - } - complete => { - break; - }, - } - } - - futures_util::future::join_all(alone_tasks).await; - }); - - if direct_term { - self.close(); - } - - handle - } -} diff --git a/flow-rs/src/graph/node.rs b/flow-rs/src/graph/node.rs deleted file mode 100644 index de6a46e..0000000 --- a/flow-rs/src/graph/node.rs +++ /dev/null @@ -1,54 +0,0 @@ -/** - * \file flow-rs/src/graph/node.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::config::interlayer as config; -use crate::node::Actor; -use anyhow::Result; - -pub struct AnyNode { - nodes: Vec>, - #[allow(dead_code)] - info: config::Node, -} - -impl AnyNode { - pub fn new(local_key: u64, cfg: &config::Node) -> Result { - Ok(AnyNode { - nodes: crate::node::load_static(local_key, cfg)?, - info: cfg.clone(), - }) - } - - #[allow(dead_code)] - pub fn first(&self) -> &dyn Actor { - self.nodes.first().map(|n| n.as_ref()).unwrap() - } - - #[allow(dead_code)] - pub fn get(&self) -> &Vec> { - &self.nodes - } - - pub fn get_mut(&mut self) -> &mut Vec> { - &mut self.nodes - } - - pub fn get_into(&mut self) -> Vec> { - std::mem::take(&mut self.nodes) - } - - pub fn info(&self) -> &config::Node { - &self.info - } - - pub fn info_mut(&mut self) -> &mut config::Node { - &mut self.info - } -} diff --git a/flow-rs/src/graph/subgraph.rs b/flow-rs/src/graph/subgraph.rs deleted file mode 100644 index ae7decd..0000000 --- a/flow-rs/src/graph/subgraph.rs +++ /dev/null @@ -1,93 +0,0 @@ -/** - * \file flow-rs/src/graph/subgraph.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::broker::BrokerClient; -use crate::prelude::*; -use crate::registry::Collect; -use crate::rt::task::JoinHandle; -use futures_util::{pin_mut, select, FutureExt}; - -impl Node for Graph { - fn set_port(&mut self, port_name: &str, tag: Option, channel: &ChannelStorage) { - let port_name = port_name.to_owned(); - let local_key = self.ctx.local_key; - if let Some(chan) = self.conns.get_mut(&port_name) { - chan.set(channel.clone()); - for port in chan.info().rx.iter().chain(chan.info().tx.iter()) { - if let Some(nodes) = self.nodes.get_mut(&port.node_name) { - for node in nodes.get_mut() { - node.set_port(&port.port_name, tag, channel); - } - } else { - if self.is_shared { - panic!("nested shared graph is not support"); - } - let proxy = self - .shares - .entry(port.node_name.clone()) - .or_insert_with(|| { - SharedProxy::registry_local() - .get(local_key) - .get(&port.node_name) - .unwrap_or_else(|| { - panic!("global node not found {}", port.node_name) - }) - .as_ref() - .clone() - }); - proxy.set_port(&port.port_name, channel); - } - } - } else { - unreachable!("unexpected port {} for graph {}", port_name, self.ctx.name) - } - } - - fn set_port_dynamic(&mut self, _: u64, _: &str, _: String, _: usize, _: Vec) { - unimplemented!() - } - - fn close(&mut self) { - for input in &self.inputs { - self.conns[input].get().close(); - } - } - - fn is_allinp_closed(&self) -> bool { - let mut is_closed = true; - for input in &self.inputs { - is_closed = is_closed && self.conns[input].get().is_closed(); - } - is_closed - } -} - -impl Actor for Graph { - fn start( - mut self: Box, - context: Context, - resource: ResourceCollection, - ) -> JoinHandle<()> { - flow_rs::rt::task::spawn(async move { - let wait_ctx = context.wait().fuse(); - let wait_graph = self.as_mut().start(Some(resource)).fuse(); - pin_mut!(wait_ctx, wait_graph); - loop { - select! { - _ = wait_ctx => { - self.close() - } - _ = wait_graph => context.close(), - complete => break, - } - } - }) - } -} diff --git a/flow-rs/src/helper.rs b/flow-rs/src/helper.rs deleted file mode 100644 index 0ef81e6..0000000 --- a/flow-rs/src/helper.rs +++ /dev/null @@ -1,46 +0,0 @@ -/** - * \file flow-rs/src/helper.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use numpy::array::PyArrayDyn; -use numpy::Element; -use pyo3::prelude::*; -use std::ops::Deref; - -pub struct SliceGuard<'a, T> -where - T: Element, -{ - slice: &'a [T], - _ref: PyObject, -} - -impl<'a, T> Deref for SliceGuard<'a, T> -where - T: Element, -{ - type Target = [T]; - fn deref(&self) -> &Self::Target { - self.slice - } -} - -pub fn uget_slice<'a, T: Element>(py: Python, pyobject: &PyAny) -> PyResult> { - let array: &PyArrayDyn = pyobject.extract()?; - unsafe { - let slice = array - .as_slice() - .map_err(|_| pyo3::exceptions::PyTypeError::new_err("not contiguous"))?; - let slice = std::slice::from_raw_parts(slice.as_ptr(), slice.len()); - Ok(SliceGuard { - slice, - _ref: pyobject.into_py(py), - }) - } -} diff --git a/flow-rs/src/lib.rs b/flow-rs/src/lib.rs deleted file mode 100644 index 1a8fe07..0000000 --- a/flow-rs/src/lib.rs +++ /dev/null @@ -1,157 +0,0 @@ -//! MegFlow - -/** - * \file flow-rs/src/lib.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -extern crate self as flow_rs; - -#[doc(hidden)] -pub mod broker; -pub mod channel; -mod config; -mod debug; -pub mod envelope; -mod future; -pub mod graph; -pub mod helper; -pub mod loader; -pub mod node; -#[doc(hidden)] -pub mod registry; -pub mod resource; -#[cfg(test)] -pub mod sandbox; - -pub mod prelude { - #[doc(hidden)] - pub use super::broker::*; - pub use super::channel::*; - pub use super::envelope::*; - pub use super::graph::*; - pub use super::node::*; - pub use super::registry::*; - pub use super::resource::*; - pub use super::{load, load_single_graph}; - /// Re-exports async_std as rt - pub use async_std as rt; - pub use flow_derive::*; -} - -use anyhow::{anyhow, Result}; -/// Re-exports async_std as rt -pub use async_std as rt; -#[doc(hidden)] -pub use ctor::*; -pub use debug::Server as DebugServer; -pub use flow_derive::*; -use node::NodeInfo; -use prelude::MainGraph; -use registry::Collect; - -/// A function to load graph with config -pub fn load(option: Option, config: &str) -> Result { - load_impl(option, toml::from_str(config)?) -} -/// A convenient function to load single graph -pub fn load_single_graph( - option: Option, - config: &str, -) -> Result { - let config: config::presentation::Graph = toml::from_str(config)?; - let config = config::presentation::Config { - main: config.name.clone(), - graphs: vec![config], - nodes: vec![], - resources: vec![], - }; - load_impl(option, config) -} - -use std::sync::atomic::{AtomicU64, Ordering}; - -lazy_static::lazy_static!( - static ref LOCAL_KEY: AtomicU64 = AtomicU64::new(0); -); - -fn load_impl( - option: Option, - config: config::presentation::Config, -) -> Result { - // init graph local resources - let local_key = LOCAL_KEY.fetch_add(1, Ordering::Relaxed); - registry::initialize(local_key); - // load plugins - if let Some(option) = option { - loader::load(local_key, &option).unwrap(); - } - // register subgraph info - for cfg in &config.graphs { - let info = NodeInfo { - inputs: cfg.inputs.iter().map(|conn| conn.name.clone()).collect(), - outputs: cfg.outputs.iter().map(|conn| conn.name.clone()).collect(), - }; - graph::GraphSlice::registry_local().get(local_key).insert( - cfg.name.clone(), - graph::GraphSlice { - cons: Box::new(move |_| Err(anyhow!("graph is not loaded"))), - info, - }, - ); - } - let global_nodes_keys: Vec<_> = config - .nodes - .iter() - .map(|n| &n.entity.name) - .cloned() - .collect(); - - let config = config::translate_config(local_key, config)?; - config::graphviz::dump(&config)?; - - // update graph constructor - for cfg in &config.graphs { - let cfg = cfg.clone(); - let info = NodeInfo { - inputs: cfg.inputs.clone(), - outputs: cfg.outputs.clone(), - }; - graph::GraphSlice::registry_local().get(local_key).insert( - cfg.name.clone(), - graph::GraphSlice { - cons: Box::new(move |name| { - graph::Graph::load(graph::context(name, cfg.name.clone(), local_key), &cfg) - }), - info, - }, - ); - } - - // register shared nodes - let ctx = graph::context("__GLOBAL__".to_owned(), "__GLOBAL__".to_owned(), local_key); - let global_resources = - resource::UniqueResourceCollection::new(ctx.local_key, ctx.id, &config.resources) - .take_into_arc(); - for k in global_nodes_keys { - let cfg = config.nodes.get(&k).unwrap(); - node::SharedProxy::registry_local().get(local_key).insert( - cfg.entity.name.clone(), - node::load_shared(cfg, &config, ctx.clone(), global_resources.clone())?, - ); - } - - match graph::GraphSlice::registry_local() - .get(local_key) - .get(&config.main) - .map(|slice| (slice.cons)(config.main.clone())) - { - Some(ret) => ret.map(|g| MainGraph::new(g, ctx, global_resources)), - _ => Err(anyhow!("graph {} is not exist", config.main)), - } -} diff --git a/flow-rs/src/loader/mod.rs b/flow-rs/src/loader/mod.rs deleted file mode 100644 index ad6eeed..0000000 --- a/flow-rs/src/loader/mod.rs +++ /dev/null @@ -1,89 +0,0 @@ -/** - * \file flow-rs/src/loader/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod python; - -use crate::registry::Collect; -use anyhow::Result; -use std::fs; -use std::path::{Path, PathBuf}; - -trait Plugin { - fn submit(&self); -} - -trait Loader: Send + Sync { - fn load( - &self, - local_key: u64, - module_path: &Path, - plugin_path: &Path, - ) -> Result>>; -} - -#[derive(Copy, Clone, Hash, Eq, PartialEq)] -pub enum PluginType { - Python, -} - -crate::collect!(PluginType, Box); - -pub struct LoaderConfig { - pub plugin_path: PathBuf, - pub module_path: PathBuf, - pub ty: PluginType, -} - -pub(crate) fn load(local_key: u64, cfg: &LoaderConfig) -> Result<()> { - for entry in fs::read_dir(&cfg.plugin_path)? { - let entry = entry?; - let pathbuf = entry.path(); - let path: &Path = pathbuf.as_ref(); - if let Some(path) = cfg.ty.check(path) { - let loader = >::registry_global().get(&cfg.ty).unwrap(); - for plugin in loader.load(local_key, cfg.module_path.as_ref(), path.as_path())? { - plugin.submit(); - } - } - } - Ok(()) -} - -impl PluginType { - fn check(&self, path: &Path) -> Option { - match *self { - PluginType::Python => PluginType::check_python(path), - } - } - - fn check_python(path: &Path) -> Option { - if path.is_file() { - if let Some(ext) = path.extension() { - if ext == "py" { - if let Some(file_stem) = path.file_stem() { - if file_stem != "__init__" { - return Some(path.to_path_buf()); - } - } - } - } - None - } else { - let mut buf = path.to_path_buf(); - buf.push("__init__.py"); - if buf.exists() { - buf.pop(); - Some(buf) - } else { - None - } - } - } -} diff --git a/flow-rs/src/loader/python/channel.rs b/flow-rs/src/loader/python/channel.rs deleted file mode 100644 index 47c0cf0..0000000 --- a/flow-rs/src/loader/python/channel.rs +++ /dev/null @@ -1,68 +0,0 @@ -/** - * \file flow-rs/src/loader/python/channel.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::context::with_context; -use super::envelope::PyEnvelope; -use crate::channel::{BatchRecvError, Receiver, Sender}; -use pyo3::prelude::*; -use stackful::wait; -use std::{sync::Arc, time::Duration}; - -#[pyclass] -pub(crate) struct PySender { - pub imp: Arc, -} - -#[pyclass] -pub(crate) struct PyReceiver { - pub imp: Arc, -} - -#[pymethods] -impl PySender { - fn send(&mut self, py: Python, envelope: Py) { - let envelope = envelope.borrow_mut(py).imp.take().expect("use after move"); - with_context(py, || wait(self.imp.send(envelope)).ok()); - } -} - -#[pymethods] -impl PyReceiver { - fn recv(&mut self, py: Python) -> PyObject { - match with_context(py, || wait(self.imp.recv::())) { - Ok(msg) => Py::new(py, PyEnvelope { imp: Some(msg) }) - .unwrap() - .to_object(py), - _ => py.None(), - } - } - - fn batch_recv(&self, py: Python, n: usize, dur: u64) -> (Vec, bool) { - let convert = |envelope| { - Py::new( - py, - PyEnvelope { - imp: Some(envelope), - }, - ) - .unwrap() - .to_object(py) - }; - match with_context(py, || { - wait( - self.imp - .batch_recv::(n, Duration::from_millis(dur)), - ) - }) { - Ok(msg) => (msg.into_iter().map(convert).collect(), false), - Err(BatchRecvError::Closed(msg)) => (msg.into_iter().map(convert).collect(), true), - } - } -} diff --git a/flow-rs/src/loader/python/context.rs b/flow-rs/src/loader/python/context.rs deleted file mode 100644 index 9fb58f7..0000000 --- a/flow-rs/src/loader/python/context.rs +++ /dev/null @@ -1,68 +0,0 @@ -/** - * \file flow-rs/src/loader/python/context.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::unlimited::{self, PyThreadStateUnlimited}; -use pyo3::ffi; -use pyo3::prelude::*; -use std::cell::RefCell; - -thread_local! { - static CTX: RefCell = RefCell::new(ContextPool { pool: vec![], freelist: vec![] }); -} - -pub fn with_context(py: Python, f: F) -> R -where - F: FnOnce() -> R + Send, - R: Send, -{ - let id = CTX.with(|ctx| ctx.borrow_mut().store()); - let r = py.allow_threads(f); - CTX.with(|ctx| ctx.borrow_mut().restore(id)); - r -} - -struct Context { - thread: *mut ffi::PyThreadState, - ctx: PyThreadStateUnlimited, -} - -struct ContextPool { - pool: Vec, - freelist: Vec, -} - -impl ContextPool { - fn store(&mut self) -> usize { - let id = self.freelist.pop().unwrap_or(self.pool.len()); - if id == self.pool.len() { - self.pool.push(Context { - thread: std::ptr::null_mut(), - ctx: Default::default(), - }) - } - unsafe { - let context = self.pool.get_unchecked_mut(id); - context.thread = ffi::PyThreadState_Get(); - context.ctx = unlimited::store(context.thread); - } - id - } - - fn restore(&mut self, id: usize) { - unsafe { - let context = self.pool.get_unchecked_mut(id); - ffi::PyThreadState_Swap(context.thread); - unlimited::restore(context.thread, &context.ctx); - context.thread = std::ptr::null_mut(); - context.ctx = Default::default(); - } - self.freelist.push(id); - } -} diff --git a/flow-rs/src/loader/python/envelope.rs b/flow-rs/src/loader/python/envelope.rs deleted file mode 100644 index 42badcd..0000000 --- a/flow-rs/src/loader/python/envelope.rs +++ /dev/null @@ -1,167 +0,0 @@ -/** - * \file flow-rs/src/loader/python/envelope.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::{ - envelope::{AnyEnvelope, Envelope}, - prelude::EnvelopeInfo, -}; -use pyo3::{ - prelude::*, - types::{IntoPyDict, PyDict}, -}; - -static ERR_MSG: &str = "use after move"; - -#[pyclass(name = "Envelope", module = "megflow")] -pub(crate) struct PyEnvelope { - pub imp: Option>, -} - -#[pymethods] -impl PyEnvelope { - #[new] - fn new() -> Self { - PyEnvelope { imp: None } - } - - #[staticmethod] - #[args(info = "None")] - fn pack(py: Python, msg: PyObject, info: Option<&PyDict>) -> PyResult { - let mut envelope = if msg.is_none(py) { - Envelope::::empty() - } else { - Envelope::new(msg) - }; - - if let Some(info) = info { - let target = envelope.info_mut(); - macro_rules! restore { - ($k:ident) => { - target.$k = info - .get_item(stringify!($k)) - .expect(concat!("expect ", stringify!($k), " field")) - .extract()?; - }; - } - restore!(from_addr); - restore!(to_addr); - restore!(transfer_addr); - restore!(partial_id); - restore!(tag); - } - Ok(PyEnvelope { - imp: Some(envelope), - }) - } - - fn __getstate__(&mut self, py: Python) -> PyResult { - let envelope = self.imp.as_mut().expect(ERR_MSG); - let dict = envelope.info().clone().into_py_dict(py); - dict.set_item("msg", envelope.get_mut().clone_ref(py))?; - Ok(dict.to_object(py)) - } - - fn __setstate__(&mut self, py: Python, state: PyObject) -> PyResult<()> { - let dict: &PyDict = state.extract(py)?; - let msg: PyObject = dict.get_item("msg").expect("expect msg field").into(); - let envelope = PyEnvelope::pack(py, msg, Some(dict))?; - self.imp = envelope.imp; - Ok(()) - } - - fn repack(&self, msg: PyObject) -> Self { - let envelope = self.imp.as_ref().expect(ERR_MSG); - PyEnvelope { - imp: Some(envelope.repack(msg)), - } - } - - #[getter(msg)] - fn get_msg(&self, py: Python) -> PyObject { - let envelope = self.imp.as_ref().expect(ERR_MSG); - envelope.get_ref().clone_ref(py) - } - - #[setter(msg)] - fn set_msg(&mut self, msg: PyObject) { - let envelope = self.imp.as_mut().expect(ERR_MSG); - envelope.repack_inplace(msg) - } - - #[getter(from_addr)] - fn get_from_addr(&self) -> Option { - let envelope = self.imp.as_ref().expect(ERR_MSG); - envelope.info().from_addr - } - - #[setter(from_addr)] - fn set_from_addr(&mut self, addr: u64) { - let envelope = self.imp.as_mut().expect(ERR_MSG); - envelope.info_mut().from_addr = Some(addr) - } - - #[getter(to_addr)] - fn get_to_addr(&self) -> Option { - let envelope = self.imp.as_ref().expect(ERR_MSG); - envelope.info().to_addr - } - - #[setter(to_addr)] - fn set_to_addr(&mut self, addr: u64) { - let envelope = self.imp.as_mut().expect(ERR_MSG); - envelope.info_mut().to_addr = Some(addr) - } - - #[getter(partial_id)] - fn get_partial_id(&self) -> Option { - let envelope = self.imp.as_ref().expect(ERR_MSG); - envelope.info().partial_id - } - - #[setter(partial_id)] - fn set_partial_id(&mut self, addr: u64) { - let envelope = self.imp.as_mut().expect(ERR_MSG); - envelope.info_mut().partial_id = Some(addr) - } - - #[getter(tag)] - fn get_tag(&self) -> Option<&String> { - let envelope = self.imp.as_ref().expect(ERR_MSG); - envelope.info().tag.as_ref() - } - - #[setter(tag)] - fn set_tag(&mut self, tag: String) { - let envelope = self.imp.as_mut().expect(ERR_MSG); - envelope.info_mut().tag = Some(tag); - } -} - -impl IntoPyDict for EnvelopeInfo { - fn into_py_dict(self, py: Python) -> &PyDict { - let dict = PyDict::new(py); - macro_rules! store { - ($k: ident) => { - dict.set_item(stringify!($k), self.$k).unwrap(); - }; - } - store!(from_addr); - store!(to_addr); - store!(transfer_addr); - store!(partial_id); - store!(tag); - dict - } -} - -pub fn envelope_register(module: &PyModule) -> PyResult<()> { - module.add_class::()?; - Ok(()) -} diff --git a/flow-rs/src/loader/python/mod.rs b/flow-rs/src/loader/python/mod.rs deleted file mode 100644 index 04679c5..0000000 --- a/flow-rs/src/loader/python/mod.rs +++ /dev/null @@ -1,261 +0,0 @@ -/** - * \file flow-rs/src/loader/python/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod channel; -mod context; -mod envelope; -mod node; -mod unlimited; -mod utils; - -use crate::registry::Collect; -use crate::resource::Resource; - -use super::{Loader, Plugin, PluginType}; -use anyhow::Result; -use pyo3::prelude::*; -use pyo3::types::{PyDict, PyList}; -use std::collections::HashMap; -use std::path::Path; -use std::sync::{Arc, Once}; - -#[derive(Clone)] -pub(crate) struct RegistryNodeParams { - pub name: String, - pub code: PyObject, - pub inputs: Vec, - pub outputs: Vec, - pub exclusive: bool, -} - -struct NodePlugin { - local_key: u64, - params: RegistryNodeParams, -} - -impl NodePlugin { - fn new(local_key: u64, params: RegistryNodeParams) -> NodePlugin { - NodePlugin { local_key, params } - } - - fn boxed(self) -> Box { - Box::new(self) - } -} - -impl Plugin for NodePlugin { - fn submit(&self) { - let params = self.params.clone(); - crate::node::NodeSlice::registry_local() - .get(self.local_key) - .insert( - self.params.name.clone(), - crate::node::NodeSlice { - cons: Box::new(move |name: String, args: &toml::value::Table| { - Box::new(node::PyNode::new(name, args, ¶ms)) - }), - info: flow_rs::node::NodeInfo { - inputs: self.params.inputs.clone(), - outputs: self.params.outputs.clone(), - }, - }, - ); - } -} - -struct ResourcePlugin { - local_key: u64, - name: String, - res: PyObject, -} - -impl ResourcePlugin { - fn boxed(self) -> Box { - Box::new(self) - } -} - -impl Resource for PyObject { - fn to_python(&self, py: pyo3::Python) -> pyo3::PyObject { - self.clone_ref(py) - } -} - -impl Plugin for ResourcePlugin { - fn submit(&self) { - let res = self.res.clone(); - crate::resource::ResourceSlice::registry_local() - .get(self.local_key) - .insert( - self.name.clone(), - crate::resource::ResourceSlice { - cons: Box::new(move |name: String, args: &toml::value::Table| { - let imp = Python::with_gil(|py| -> _ { - let pyargs = node::toml2dict(py, args) - .expect("convert toml to python dict fault"); - match res.call1(py, (name.as_str(), pyargs)) { - Err(err) => { - err.print(py); - None - } - Ok(ret) => Some(ret), - } - }); - match imp { - Some(imp) => Ok(Arc::new(imp)), - _ => Err(std::io::Error::new( - std::io::ErrorKind::OutOfMemory, - "maybe out of memory", - )), - } - }), - }, - ); - } -} - -static ONCE_REGISTER: Once = Once::new(); - -struct PythonLoader; -const ERR_MSG: &str = "python plugin parse fault"; - -impl Loader for PythonLoader { - fn load( - &self, - local_key: u64, - module_path: &Path, - plugin_path: &Path, - ) -> Result>> { - pyo3::prepare_freethreaded_python(); - let mut plugins = vec![]; - - let module_name = path_to_module(module_path, plugin_path)?; - - Python::with_gil(|py| -> PyResult<_> { - let module_path = module_path.display().to_string(); - let syspath: &PyList = py.import("sys")?.getattr("path")?.try_into()?; - if !syspath - .iter() - .any(|path| module_path.as_str() == path.extract::<&str>().unwrap()) - { - syspath.insert(0, module_path)?; - } - - ONCE_REGISTER.call_once(|| { - let module = py.import("megflow").expect("module megflow not found"); - utils::utils_register(module).expect("python utility functions register fault"); - envelope::envelope_register(module).expect("python envelope register fault"); - }); - - py.import(module_name.as_str())?; - - let plugins_param: HashMap> = py - .import("megflow")? - .getattr("collect")? - .call0()? - .extract()?; - for plugin_param in &plugins_param["nodes"] { - let name: String = plugin_param.get_item("name").expect(ERR_MSG).extract()?; - let inputs: Vec = - plugin_param.get_item("inputs").expect(ERR_MSG).extract()?; - let outputs: Vec = - plugin_param.get_item("outputs").expect(ERR_MSG).extract()?; - let code: PyObject = plugin_param.get_item("code").expect(ERR_MSG).extract()?; - let exclusive: bool = plugin_param - .get_item("exclusive") - .expect(ERR_MSG) - .extract()?; - plugins.push( - NodePlugin::new( - local_key, - RegistryNodeParams { - name, - code, - inputs, - outputs, - exclusive, - }, - ) - .boxed(), - ); - } - for plugin_param in &plugins_param["resources"] { - let name: String = plugin_param.get_item("name").expect(ERR_MSG).extract()?; - let code: PyObject = plugin_param.get_item("code").expect(ERR_MSG).extract()?; - plugins.push( - ResourcePlugin { - local_key, - name, - res: code, - } - .boxed(), - ) - } - Ok(()) - })?; - - Ok(plugins) - } -} - -crate::submit!( - PluginType::Python, - Box::new(PythonLoader {}) as Box -); - -fn path_to_module(root: &Path, path: &Path) -> Result { - let abs_root = std::fs::canonicalize(root)?; - let abs_path = std::fs::canonicalize(path)?; - - if abs_path.starts_with(&abs_root) && abs_path != abs_root { - let relative = abs_path.strip_prefix(&abs_root)?; - let relative = relative.to_str().unwrap().to_owned(); - if relative.ends_with(".py") { - Ok(relative[..relative.len() - 3].replace("/", ".")) - } else if relative.ends_with('/') { - Ok(relative[..relative.len() - 1].replace("/", ".")) - } else { - Ok(relative.replace("/", ".")) - } - } else { - Err(anyhow::anyhow!("module not found")) - } -} - -#[cfg(test)] -mod test { - use super::*; - use std::path::PathBuf; - - #[test] - fn test_path_to_module() { - let mut module_path = PathBuf::from(env!("CARGO_MANIFEST_DIR")); - module_path.pop(); - module_path.push("flow-python/examples"); - let mut path = PathBuf::from(&module_path); - path.push("logical_test/source.py"); - let ret = path_to_module(&module_path, &path); - assert!(ret.is_ok()); - assert_eq!(ret.unwrap(), "logical_test.source".to_owned()); - - path.pop(); - let ret = path_to_module(&module_path, &path); - assert!(ret.is_ok()); - assert_eq!(ret.unwrap(), "logical_test".to_owned()); - - path.pop(); - let ret = path_to_module(&module_path, &path); - assert!(ret.is_err()); - - path.pop(); - let ret = path_to_module(&module_path, &path); - assert!(ret.is_err()); - } -} diff --git a/flow-rs/src/loader/python/node.rs b/flow-rs/src/loader/python/node.rs deleted file mode 100644 index 624ce47..0000000 --- a/flow-rs/src/loader/python/node.rs +++ /dev/null @@ -1,238 +0,0 @@ -/** - * \file flow-rs/src/loader/python/node.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::channel::*; -use super::RegistryNodeParams; -use flow_rs::prelude::*; -use pyo3::prelude::*; -use pyo3::types::{PyDict, PyList}; -use stackful::stackful; -use std::collections::HashMap; -use std::sync::Arc; - -pub(crate) struct PyNode { - imp: PyObject, - inputs: HashMap>, - outputs: HashMap>, - name: String, - exclusive: bool, -} - -impl Drop for PyNode { - fn drop(&mut self) { - Python::with_gil(|py| { - if !self.imp.as_ref(py).hasattr("__del__").unwrap() { - return; - } - if let Err(err) = self.imp.call_method0(py, "__del__") { - err.print(py); - panic!("python node {} __del__ fault!", self.name); - } - }); - } -} - -impl PyNode { - pub fn new( - instance_name: String, - args: &toml::value::Table, - params: &RegistryNodeParams, - ) -> PyNode { - let mut inputs = HashMap::new(); - let mut outputs = HashMap::new(); - for port in ¶ms.inputs { - inputs.insert(port.clone(), Arc::new(Default::default())); - } - for port in ¶ms.outputs { - outputs.insert(port.clone(), Arc::new(Default::default())); - } - let imp = Python::with_gil(|py| -> _ { - let pyargs = toml2dict(py, args).expect("convert toml to python dict fault"); - match params.code.call1(py, (instance_name.as_str(), pyargs)) { - Err(err) => { - err.print(py); - panic!("parse python code fault"); - } - Ok(ret) => ret, - } - }); - PyNode { - inputs, - outputs, - imp, - name: params.name.clone(), - exclusive: params.exclusive, - } - } - - async fn initialize(&mut self, res: ResourceCollection) { - let inputs = self.inputs.clone(); - let outputs = self.outputs.clone(); - - Python::with_gil(|py| { - for (name, input) in inputs { - let rp = PyReceiver { imp: input }; - let cell = PyCell::new(py, rp).unwrap(); - self.imp.as_ref(py).setattr(name, cell).unwrap(); - } - for (name, output) in outputs { - let sp = PySender { imp: output }; - let cell = PyCell::new(py, sp).unwrap(); - self.imp.as_ref(py).setattr(name, cell).unwrap(); - } - }); - - for k in res.keys() { - let any_r = res - .get_any(k.as_str()) - .await - .unwrap_or_else(|| panic!("resource {} not found", k)); - Python::with_gil(|py| { - let r = any_r.to_python(py); - self.imp.as_ref(py).setattr(k, r).unwrap(); - }); - } - } - - async fn exec(&mut self) { - stackful(|| { - Python::with_gil(|py| { - if let Err(err) = self.imp.call_method0(py, "exec") { - err.print(py); - panic!("python node {} exec fault!", self.name); - } - }) - }) - .await; - } - - async fn start_loop(&mut self, res: ResourceCollection) { - self.initialize(res).await; - let mut empty_n = 0; - loop { - self.exec().await; - if !self.inputs.is_empty() { - let mut min_empty_n = usize::MAX; - for port in self.inputs.values() { - min_empty_n = std::cmp::min(min_empty_n, port.empty_n()); - } - - for _ in empty_n..min_empty_n { - for port in self.outputs.values() { - port.send_any(DummyEnvelope {}.seal()).await.ok(); - } - } - - empty_n = min_empty_n; - } - if self.is_allinp_closed() { - break; - } - } - self.close(); - } -} - -impl Node for PyNode { - fn set_port(&mut self, port_name: &str, _: Option, channel: &ChannelStorage) { - if let Some(port) = self.inputs.get_mut(port_name) { - *port = Arc::new(channel.receiver()); - } else if let Some(port) = self.outputs.get_mut(port_name) { - *port = Arc::new(channel.sender()); - } else { - unreachable!(); - } - } - fn set_port_dynamic(&mut self, _: u64, _: &str, _: String, _: usize, _: Vec) { - unimplemented!() - } - fn close(&mut self) { - for port in self.outputs.values_mut() { - unsafe { &mut *(Arc::as_ptr(port) as *mut Sender) }.abort(); - } - } - fn is_allinp_closed(&self) -> bool { - let mut is_closed = true; - for port in self.inputs.values() { - is_closed = is_closed && port.is_closed(); - } - is_closed - } -} - -impl Actor for PyNode { - fn start(mut self: Box, _: Context, res: ResourceCollection) -> rt::task::JoinHandle<()> { - if self.exclusive { - flow_rs::rt::task::spawn_blocking(move || { - flow_rs::rt::task::block_on(async move { - self.start_loop(res).await; - }); - }) - } else { - flow_rs::rt::task::spawn_local(async move { - self.start_loop(res).await; - }) - } - } -} - -pub fn toml2dict<'a>(py: Python<'a>, args: &toml::value::Table) -> PyResult<&'a PyDict> { - fn append_list(py: Python, value: &toml::Value, list: &PyList) -> PyResult<()> { - match value { - toml::Value::String(s) => list.append(s), - toml::Value::Float(f) => list.append(f), - toml::Value::Integer(i) => list.append(i), - toml::Value::Boolean(b) => list.append(b), - toml::Value::Datetime(t) => list.append(t.to_string()), - toml::Value::Array(l) => { - let pylist = PyList::empty(py); - for e in l { - append_list(py, e, pylist)?; - } - list.append(pylist) - } - toml::Value::Table(d) => { - let pydict = PyDict::new(py); - for (key, value) in d { - fill_dict(py, key, value, pydict)?; - } - list.append(pydict) - } - } - } - fn fill_dict(py: Python, key: &str, value: &toml::Value, dict: &PyDict) -> PyResult<()> { - match value { - toml::Value::String(s) => dict.set_item(key, s), - toml::Value::Float(f) => dict.set_item(key, f), - toml::Value::Integer(i) => dict.set_item(key, i), - toml::Value::Boolean(b) => dict.set_item(key, b), - toml::Value::Datetime(t) => dict.set_item(key, t.to_string()), - toml::Value::Array(l) => { - let pylist = PyList::empty(py); - for e in l { - append_list(py, e, pylist)?; - } - dict.set_item(key, pylist) - } - toml::Value::Table(d) => { - let pydict = PyDict::new(py); - for (key, value) in d { - fill_dict(py, key, value, pydict)?; - } - dict.set_item(key, pydict) - } - } - } - let dict = PyDict::new(py); - for (key, value) in args { - fill_dict(py, key, value, dict)?; - } - Ok(dict) -} diff --git a/flow-rs/src/loader/python/unlimited.rs b/flow-rs/src/loader/python/unlimited.rs deleted file mode 100644 index 516790e..0000000 --- a/flow-rs/src/loader/python/unlimited.rs +++ /dev/null @@ -1,317 +0,0 @@ -use pyo3::ffi; -use pyo3::Python; -use std::ffi::c_void; - -lazy_static::lazy_static! { - static ref VERSION: (u8,u8,u8) = { - pyo3::prepare_freethreaded_python(); - Python::with_gil(|py| { - let version = py.version_info(); - assert_eq!(version.major, 3); - (version.major, version.minor, version.patch) - }) - }; -} - -#[repr(C)] -#[derive(Copy, Clone)] -pub struct CFrame { - use_tracing: i32, - previous: *mut CFrame, -} - -#[repr(C)] -#[derive(Copy, Clone)] -pub struct PyErrStackItem { - pub exc_type: *mut ffi::PyObject, - pub exc_value: *mut ffi::PyObject, - pub exc_traceback: *mut ffi::PyObject, - pub previous_item: *mut PyErrStackItem, -} - -impl Default for PyErrStackItem { - fn default() -> Self { - PyErrStackItem { - exc_type: std::ptr::null_mut(), - exc_value: std::ptr::null_mut(), - exc_traceback: std::ptr::null_mut(), - previous_item: std::ptr::null_mut(), - } - } -} - -#[repr(C)] -#[derive(Copy, Clone)] -struct PyThreadStateUnlimited3_10 { - ob_base: ffi::PyObject, - interp: *mut ffi::PyInterpreterState, - frame: *mut ffi::PyFrameObject, - recursion_depth: i32, - recursion_headroom: i32, - stackcheck_counter: i32, - - tracing: i32, - cframe: *mut CFrame, - - c_profilefunc: *mut c_void, - c_tracefunc: *mut c_void, - c_profileobj: *mut ffi::PyObject, - c_traceobj: *mut ffi::PyObject, - curexc_type: *mut ffi::PyObject, - curexc_value: *mut ffi::PyObject, - curexc_traceback: *mut ffi::PyObject, - exc_state: PyErrStackItem, - exc_info: *mut PyErrStackItem, - dict: *mut ffi::PyObject, - - gilstate_counter: i32, - - async_exc: *mut ffi::PyObject, - thread_id: u64, - - trash_delete_nesting: i32, - trash_delete_later: *mut ffi::PyObject, - - on_delete: *mut std::ffi::c_void, - on_delete_data: *mut std::ffi::c_void, - - coroutine_origin_tracking_depth: i32, - - async_gen_firstiter: *mut ffi::PyObject, - async_gen_finalizer: *mut ffi::PyObject, - - context: *mut ffi::PyObject, - context_ver: u64, - id: u64, - root_cframe: CFrame, -} - -#[repr(C)] -#[derive(Copy, Clone)] -struct PyThreadStateUnlimited3_789 { - ob_base: ffi::PyObject, - interp: *mut ffi::PyInterpreterState, - frame: *mut ffi::PyFrameObject, - recursion_depth: i32, - overflowed: i8, - recursion_critical: i8, - stackcheck_counter: i32, - tracing: i32, - use_tracing: i32, - c_profilefunc: *mut c_void, - c_tracefunc: *mut c_void, - c_profileobj: *mut ffi::PyObject, - c_traceobj: *mut ffi::PyObject, - curexc_type: *mut ffi::PyObject, - curexc_value: *mut ffi::PyObject, - curexc_traceback: *mut ffi::PyObject, - exc_state: PyErrStackItem, - exc_info: *mut PyErrStackItem, - dict: *mut ffi::PyObject, - - gilstate_counter: i32, - - async_exc: *mut ffi::PyObject, - thread_id: u64, - - trash_delete_nesting: i32, - trash_delete_later: *mut ffi::PyObject, - - on_delete: *mut std::ffi::c_void, - on_delete_data: *mut std::ffi::c_void, - - coroutine_origin_tracking_depth: i32, - - coroutine_wrapper: *mut ffi::PyObject, - in_coroutine_wrapper: i32, - - async_gen_firstiter: *mut ffi::PyObject, - async_gen_finalizer: *mut ffi::PyObject, - - context: *mut ffi::PyObject, -} - -#[repr(C)] -#[derive(Copy, Clone)] -struct PyThreadStateUnlimited3_6 { - ob_base: ffi::PyObject, - interp: *mut ffi::PyInterpreterState, - frame: *mut ffi::PyFrameObject, - recursion_depth: i32, - tracing: i32, - use_tracing: i32, - c_profilefunc: *mut c_void, - c_tracefunc: *mut c_void, - c_profileobj: *mut ffi::PyObject, - c_traceobj: *mut ffi::PyObject, - curexc_type: *mut ffi::PyObject, - curexc_value: *mut ffi::PyObject, - curexc_traceback: *mut ffi::PyObject, - exc_type: *mut ffi::PyObject, - exc_value: *mut ffi::PyObject, - exc_traceback: *mut ffi::PyObject, -} - -#[derive(Copy, Clone)] -pub struct PyThreadStateUnlimited { - pub frame: *mut ffi::PyFrameObject, - pub cframe: *mut CFrame, - pub recursion_depth: i32, - pub context: *mut ffi::PyObject, - pub exc_state: PyErrStackItem, - pub exc_info: *mut PyErrStackItem, - pub exc_type: *mut ffi::PyObject, - pub exc_value: *mut ffi::PyObject, - pub exc_traceback: *mut ffi::PyObject, -} - -impl Default for PyThreadStateUnlimited { - fn default() -> Self { - PyThreadStateUnlimited { - frame: std::ptr::null_mut(), - cframe: std::ptr::null_mut(), - recursion_depth: 0, - context: std::ptr::null_mut(), - exc_state: Default::default(), - exc_info: std::ptr::null_mut(), - exc_type: std::ptr::null_mut(), - exc_value: std::ptr::null_mut(), - exc_traceback: std::ptr::null_mut(), - } - } -} - -pub fn store(ts: *mut ffi::PyThreadState) -> PyThreadStateUnlimited { - match VERSION.1 { - 6 => { - let ts = ts as *mut PyThreadStateUnlimited3_6; - unsafe { - let unlimited = PyThreadStateUnlimited { - frame: (*ts).frame, - recursion_depth: (*ts).recursion_depth, - exc_type: (*ts).exc_type, - exc_value: (*ts).exc_value, - exc_traceback: (*ts).exc_traceback, - ..Default::default() - }; - (*ts).frame = std::ptr::null_mut(); - (*ts).recursion_depth = 0; - (*ts).exc_type = std::ptr::null_mut(); - (*ts).exc_value = std::ptr::null_mut(); - (*ts).exc_traceback = std::ptr::null_mut(); - unlimited - } - } - 7 | 8 | 9 => { - let ts = ts as *mut PyThreadStateUnlimited3_789; - unsafe { - let unlimited = PyThreadStateUnlimited { - frame: (*ts).frame, - recursion_depth: (*ts).recursion_depth, - context: (*ts).context, - exc_state: (*ts).exc_state, - exc_info: (*ts).exc_info, - ..Default::default() - }; - (*ts).frame = std::ptr::null_mut(); - (*ts).recursion_depth = 0; - (*ts).context = std::ptr::null_mut(); - (*ts).exc_state = Default::default(); - (*ts).exc_info = std::ptr::addr_of_mut!((*ts).exc_state); - unlimited - } - } - 10 => { - let ts = ts as *mut PyThreadStateUnlimited3_10; - unsafe { - let unlimited = PyThreadStateUnlimited { - frame: (*ts).frame, - cframe: (*ts).cframe, - recursion_depth: (*ts).recursion_depth, - context: (*ts).context, - exc_state: (*ts).exc_state, - exc_info: (*ts).exc_info, - ..Default::default() - }; - (*ts).frame = std::ptr::null_mut(); - (*ts).recursion_depth = 0; - (*ts).context = std::ptr::null_mut(); - (*ts).exc_state = Default::default(); - (*ts).exc_info = std::ptr::addr_of_mut!((*ts).exc_state); - (*ts).cframe = std::ptr::addr_of_mut!((*ts).root_cframe); - unlimited - } - } - _ => unimplemented!(), - } -} - -pub fn restore(limited: *mut ffi::PyThreadState, unlimited: &PyThreadStateUnlimited) { - match VERSION.1 { - 6 => { - let ts = limited as *mut PyThreadStateUnlimited3_6; - unsafe { - (*ts).frame = unlimited.frame; - (*ts).recursion_depth = unlimited.recursion_depth; - (*ts).exc_type = unlimited.exc_type; - (*ts).exc_value = unlimited.exc_value; - (*ts).exc_traceback = unlimited.exc_traceback; - } - } - 7 | 8 | 9 => { - let ts = limited as *mut PyThreadStateUnlimited3_789; - unsafe { - (*ts).frame = unlimited.frame; - (*ts).recursion_depth = unlimited.recursion_depth; - (*ts).context = unlimited.context; - (*ts).exc_state = unlimited.exc_state; - (*ts).exc_info = unlimited.exc_info; - } - } - 10 => { - let ts = limited as *mut PyThreadStateUnlimited3_10; - unsafe { - (*ts).frame = unlimited.frame; - (*ts).cframe = unlimited.cframe; - (*ts).recursion_depth = unlimited.recursion_depth; - (*ts).context = unlimited.context; - (*ts).exc_state = unlimited.exc_state; - (*ts).exc_info = unlimited.exc_info; - } - } - _ => unimplemented!(), - } -} - -#[cfg(test)] -mod test { - use super::*; - use pyo3::Python; - - #[test] - fn test_unlimited_ffi() { - pyo3::prepare_freethreaded_python(); - Python::with_gil(|_py| unsafe { - let thread = ffi::PyThreadState_Get(); - let raw_frame = ffi::PyEval_GetFrame(); - let mut unlimited = store(thread); - assert_eq!(unlimited.frame, raw_frame); - let mptr = ffi::PyImport_AddModule("__main__\0".as_ptr() as *const _); - assert!(mptr != std::ptr::null_mut()); - let globals = ffi::PyModule_GetDict(mptr); - let locals = globals; - let code = ffi::PyCode_NewEmpty( - "\0".as_ptr() as *const _, - "\0".as_ptr() as *const _, - 0, - ); - let frame = ffi::PyFrame_New(thread as *mut ffi::PyThreadState, code, globals, locals); - unlimited.frame = frame; - restore(thread, &unlimited); - let frame = ffi::PyEval_GetFrame(); - assert_eq!(unlimited.frame, frame); - unlimited.frame = raw_frame; - ffi::Py_XDECREF(frame as *mut ffi::PyObject); - }); - } -} diff --git a/flow-rs/src/loader/python/utils.rs b/flow-rs/src/loader/python/utils.rs deleted file mode 100644 index 130b43f..0000000 --- a/flow-rs/src/loader/python/utils.rs +++ /dev/null @@ -1,117 +0,0 @@ -/** - * \file flow-rs/src/loader/python/utils.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::context::with_context; -use pyo3::prelude::*; -use pyo3::types::PyFunction; -use pyo3::wrap_pyfunction; -use stackful::wait; -use std::time::Duration; - -#[pyclass(name = "Future")] -struct PyFuture { - chan: Option>, -} - -#[pyclass(name = "Waker")] -struct PyWaker { - chan: Option>, - callback: Option>, -} - -#[pymethods] -impl PyFuture { - fn wait(&mut self, py: Python) -> PyObject { - if let Some(chan) = std::mem::take(&mut self.chan) { - with_context(py, || wait(chan)).unwrap() - } else { - py.None() - } - } - - fn cancel(&mut self) { - self.chan = None; - } -} - -#[pymethods] -impl PyWaker { - fn wake(&mut self, py: Python, result: PyObject) -> PyResult<()> { - if let Some(chan) = std::mem::take(&mut self.chan) { - if chan.send(result.clone_ref(py)).is_ok() { - if let Some(callback) = std::mem::take(&mut self.callback) { - callback.call1(py, (result,))?; - } - } - } - Ok(()) - } -} - -#[pyfunction(callback = "None")] -fn create_future(callback: Option>) -> (PyFuture, PyWaker) { - let (s, r) = oneshot::channel(); - ( - PyFuture { chan: Some(r) }, - PyWaker { - chan: Some(s), - callback, - }, - ) -} - -#[pyfunction] -fn yield_now(py: Python) { - with_context(py, || wait(crate::rt::task::yield_now())) -} - -#[pyfunction] -fn sleep(py: Python, dur: u64) { - with_context(py, || { - wait(crate::rt::task::sleep(Duration::from_millis(dur))) - }) -} - -#[pyfunction] -fn join(py: Python, tasks: Vec>) -> Vec { - let mut futs = vec![]; - for task in tasks { - futs.push(async move { Python::with_gil(|py| task.call0(py).unwrap()) }); - } - with_context(py, || wait(futures_util::future::join_all(futs))) -} - -pub fn utils_register(module: &PyModule) -> PyResult<()> { - module.add_function(wrap_pyfunction!(yield_now, module)?)?; - module.add_function(wrap_pyfunction!(sleep, module)?)?; - module.add_function(wrap_pyfunction!(join, module)?)?; - module.add_function(wrap_pyfunction!(create_future, module)?)?; - module.add_class::()?; - module.add_class::()?; - Ok(()) -} - -#[cfg(test)] -mod test { - use super::*; - - #[flow_rs::rt::test] - async fn test_future() -> PyResult<()> { - pyo3::prepare_freethreaded_python(); - let (mut fut, mut waker) = create_future(None); - Python::with_gil(|py| -> PyResult<_> { - waker.wake(py, 1usize.into_py(py))?; - let ret: usize = fut.wait(py).extract(py)?; - assert_eq!(ret, 1); - Ok(()) - })?; - Ok(()) - } -} diff --git a/flow-rs/src/node/bcast.rs b/flow-rs/src/node/bcast.rs deleted file mode 100644 index a768b3d..0000000 --- a/flow-rs/src/node/bcast.rs +++ /dev/null @@ -1,63 +0,0 @@ -/** - * \file flow-rs/src/node/bcast.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use flow_rs::prelude::*; -use toml::value::Table; - -#[inputs(inp)] -#[outputs(out:[])] -#[derive(Node, Actor, Default)] -struct Bcast {} - -impl Bcast { - fn new(_: String, _: &Table) -> Bcast { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - - async fn exec(&mut self, _: &Context) -> Result<()> { - if let Ok(msg) = self.inp.recv_any().await { - for out in &self.out[0..self.out.len() - 1] { - let msg_cloned = msg.clone(); - out.send_any(msg_cloned).await.ok(); - } - if let Some(out) = self.out.last() { - out.send_any(msg).await.ok(); - } - } - Ok(()) - } -} - -node_register!("Bcast", Bcast); - -#[cfg(test)] -mod test { - use crate::envelope::Envelope; - use crate::sandbox::Sandbox; - #[flow_rs::rt::test] - async fn test_bcast() { - let bcast = Sandbox::pure("Bcast").unwrap(); - let input = bcast.input("inp").unwrap(); - let output = bcast.output("out").unwrap(); - let handle = bcast.start(); - input.send(Envelope::new(0usize)).await.ok(); - let envelope = output.recv::().await; - assert!(envelope.is_ok()); - let envelope = envelope.unwrap(); - assert_eq!(envelope.get_ref(), &0); - assert!(output.is_empty()); - input.close(); - handle.await; - } -} diff --git a/flow-rs/src/node/demux.rs b/flow-rs/src/node/demux.rs deleted file mode 100644 index 9321e8f..0000000 --- a/flow-rs/src/node/demux.rs +++ /dev/null @@ -1,129 +0,0 @@ -/** - * \file flow-rs/src/node/demux.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use flow_rs::prelude::*; -use rt::task::JoinHandle; -use std::collections::HashMap; -use toml::value::Table; - -#[inputs(inp)] -#[outputs(out:dyn)] -#[derive(Node, Actor, Default)] -struct DynDemux { - tasks: HashMap>, - resources: Option, -} - -impl DynDemux { - fn new(_: String, _: &Table) -> DynDemux { - Default::default() - } - - async fn initialize(&mut self, resources: ResourceCollection) { - self.resources = Some(resources); - } - async fn finalize(&mut self) { - for (_, task) in std::mem::take(&mut self.tasks) { - task.await; - } - } - - async fn exec(&mut self, _: &Context) -> Result<()> { - if let Ok(msg) = self.inp.recv_any().await { - let id = msg - .info() - .to_addr - .expect("the envelope has no destination address"); - let tag = msg.info().tag.as_ref(); - if msg.is_none() { - self.out.fetch_with_cache().await.remove(&id); - if let Some(task) = self.tasks.remove(&id) { - task.await; - } - } else { - if !self.out.cache().contains_key(&id) { - if let Some(tag) = tag { - self.tasks.insert( - id, - self.out - .create_spec(id, tag, self.resources.clone().unwrap()) - .await - .expect("create subgraph fault"), - ); - } else { - self.tasks.insert( - id, - self.out - .create(id, self.resources.clone().unwrap()) - .await - .expect("create subgraph fault"), - ); - } - } - let out = self.out.fetch_with_cache().await.get(&id).unwrap(); - out.send_any(msg).await.ok(); - } - } - Ok(()) - } -} - -node_register!("DynDemux", DynDemux); - -#[inputs(inp)] -#[outputs(out:[])] -#[derive(Node, Actor, Default)] -struct Demux {} - -impl Demux { - fn new(_: String, _: &Table) -> Demux { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - - async fn exec(&mut self, _: &Context) -> Result<()> { - if let Ok(msg) = self.inp.recv_any().await { - let id = msg - .info() - .to_addr - .expect("the envelope has no destination address"); - let id = id as usize; - self.out[id].send_any(msg).await.ok(); - } - Ok(()) - } -} - -node_register!("Demux", Demux); - -#[cfg(test)] -mod test { - use crate::envelope::Envelope; - use crate::sandbox::Sandbox; - #[flow_rs::rt::test] - async fn test_demux() { - let demux = Sandbox::pure("Demux").unwrap(); - let input = demux.input("inp").unwrap(); - let output = demux.output("out").unwrap(); - let handle = demux.start(); - let mut envelope = Envelope::new(0usize).seal(); - envelope.info_mut().to_addr = Some(0); - input.send_any(envelope).await.ok(); - let envelope = output.recv_any().await; - assert!(envelope.is_ok()); - let envelope = envelope.unwrap(); - assert_eq!(envelope.info().to_addr, Some(0)); - input.close(); - handle.await; - } -} diff --git a/flow-rs/src/node/mod.rs b/flow-rs/src/node/mod.rs deleted file mode 100644 index 41548eb..0000000 --- a/flow-rs/src/node/mod.rs +++ /dev/null @@ -1,111 +0,0 @@ -/** - * \file flow-rs/src/node/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod bcast; -mod demux; -mod noop; -mod port; -mod reorder; -mod shared; -mod transform; - -use crate::channel::ChannelStorage; -use crate::graph::Context; -use crate::graph::GraphSlice; -use crate::registry::Collect; -use crate::rt::task::JoinHandle; -use crate::{broker::BrokerClient, resource::ResourceCollection}; -use anyhow::{anyhow, Result}; -pub use port::*; -pub(crate) use shared::*; -use std::collections::BTreeSet; - -#[doc(hidden)] -pub struct NodeSlice { - pub cons: Box Box + Send + Sync>, - pub info: NodeInfo, -} -#[doc(hidden)] -#[derive(Clone)] -pub struct NodeInfo { - pub inputs: Vec, - pub outputs: Vec, -} -crate::collect!(String, NodeSlice); -/// Trait for interactiving with graph, which can be derived by `#[derive(Node)]`. -pub trait Node { - fn set_port(&mut self, port_name: &str, tag: Option, channel: &ChannelStorage); - fn set_port_dynamic( - &mut self, - local_key: u64, - port_name: &str, - target: String, - cap: usize, - brokers: Vec, - ); - fn close(&mut self); - fn is_allinp_closed(&self) -> bool; -} - -/// Trait for interactiving with schedule, which can be derived by `#[derive(Actor)]`. -pub trait Actor: Node + Send + 'static { - /// Run the actor - fn start(self: Box, _: Context, _: ResourceCollection) -> JoinHandle<()> { - unimplemented!() - } -} - -pub(crate) fn load_static( - local_key: u64, - config: &crate::config::interlayer::Node, -) -> Result>> { - if config.entity.ty.len() > 1 { - return Err(anyhow!("static subgraph/node dont support dyn type")); - } - let ty = config.entity.ty.first().unwrap(); - if let Some(node) = NodeSlice::registry_local().get(local_key).get(ty) { - Ok((0..config.cloned.unwrap_or(1)) - .into_iter() - .map(|_| (node.cons)(config.entity.name.clone(), &config.entity.args)) - .collect()) - } else if let Some(graph) = GraphSlice::registry_local().get(local_key).get(ty) { - (0..config.cloned.unwrap_or(1)) - .into_iter() - .map(|_| (graph.cons)(config.entity.name.clone())) - .map(|g| g.map(|g| Box::new(g) as Box)) - .collect() - } else { - Err(anyhow!( - "unexpected node {}:{:?}", - config.entity.name, - config.entity.ty - )) - } -} - -pub(crate) fn inputs(local_key: u64, ty: &str) -> Result> { - if let Some(node) = NodeSlice::registry_local().get(local_key).get(ty) { - Ok(node.info.inputs.iter().cloned().collect()) - } else if let Some(graph) = GraphSlice::registry_local().get(local_key).get(ty) { - Ok(graph.info.inputs.iter().cloned().collect()) - } else { - Err(anyhow!("unexpected node {}", ty)) - } -} - -pub(crate) fn outputs(local_key: u64, ty: &str) -> Result> { - if let Some(node) = NodeSlice::registry_local().get(local_key).get(ty) { - Ok(node.info.outputs.iter().cloned().collect()) - } else if let Some(graph) = GraphSlice::registry_local().get(local_key).get(ty) { - Ok(graph.info.outputs.iter().cloned().collect()) - } else { - Err(anyhow!("unexpected node {}", ty)) - } -} diff --git a/flow-rs/src/node/noop.rs b/flow-rs/src/node/noop.rs deleted file mode 100644 index 286283a..0000000 --- a/flow-rs/src/node/noop.rs +++ /dev/null @@ -1,52 +0,0 @@ -/** - * \file flow-rs/src/node/noop.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use flow_rs::prelude::*; -use toml::value::Table; - -#[inputs] -#[outputs(out)] -#[derive(Node, Actor, Default)] -struct NoopProducer {} - -impl NoopProducer { - fn new(_name: String, _args: &Table) -> NoopProducer { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - Ok(()) - } -} - -node_register!("NoopProducer", NoopProducer); - -#[inputs(inp)] -#[outputs] -#[derive(Node, Actor, Default)] -struct NoopConsumer {} - -impl NoopConsumer { - fn new(_name: String, _args: &Table) -> NoopConsumer { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - self.inp.recv_any().await.ok(); - Ok(()) - } -} - -node_register!("NoopConsumer", NoopConsumer); diff --git a/flow-rs/src/node/port.rs b/flow-rs/src/node/port.rs deleted file mode 100644 index 881175d..0000000 --- a/flow-rs/src/node/port.rs +++ /dev/null @@ -1,241 +0,0 @@ -/** - * \file flow-rs/src/node/port.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::broker::BrokerClient; -use crate::channel::{ChannelStorage, Receiver, Sender}; -use crate::future::select_ok; -use crate::graph::GraphSlice; -use crate::prelude::ChannelBase; -use crate::registry::Collect; -use crate::resource::ResourceCollection; -use crate::rt::task::JoinHandle; -use anyhow::{anyhow, Result}; -use std::collections::HashMap; -use std::marker::PhantomData; - -use super::Node; - -#[derive(Clone)] -struct DynConns { - name: u64, - inputs: HashMap, - outputs: HashMap, -} - -#[derive(Default)] -pub struct DynPorts { - local_key: u64, - target: String, - cap: usize, - brokers: HashMap, - cache: HashMap, - _v_holder: PhantomData, -} - -impl DynPorts { - pub fn new( - local_key: u64, - target: String, - cap: usize, - brokers: Vec, - ) -> DynPorts { - DynPorts { - local_key, - target, - cap, - brokers: brokers - .into_iter() - .map(|x| (x.topic().to_owned(), x)) - .collect(), - cache: HashMap::new(), - _v_holder: Default::default(), - } - } - - pub async fn create( - &mut self, - key: u64, - resource: ResourceCollection, - ) -> Result> { - self.create_spec( - key, - self.brokers - .keys() - .next() - .expect("not init") - .clone() - .as_str(), - resource, - ) - .await - } - - pub async fn create_spec( - &mut self, - key: u64, - which: &str, - resource: ResourceCollection, - ) -> Result> { - let broker = self - .brokers - .get(which) - .ok_or_else(|| anyhow!("{} not found", which))?; - if let Some(slice) = GraphSlice::registry_local() - .get(self.local_key) - .get(broker.topic()) - { - let mut g = (slice.cons)(format!("{}_instance", broker.topic()))?; - - let mut inputs = HashMap::new(); - let mut outputs = HashMap::new(); - - for input in &slice.info.inputs { - let channel = ChannelStorage::bound(self.cap); - g.set_port(input.as_str(), None, &channel); - inputs.insert(input.clone(), channel.sender()); - } - - for output in &slice.info.outputs { - let channel = ChannelStorage::bound(self.cap); - g.set_port(output.as_str(), None, &channel); - outputs.insert(output.clone(), channel.receiver()); - } - - let handle = g.start(Some(resource)); - - broker - .publish(DynConns { - name: key, - inputs, - outputs, - }) - .await; - Ok(handle) - } else { - Err(anyhow!("{} not found", broker.topic())) - } - } -} - -impl DynPorts { - pub fn try_fetch(&self) -> Option<(u64, Receiver)> { - for broker in self.brokers.values() { - if let Some(mut conns) = broker.try_fetch::() { - let conn = conns.outputs.remove(&self.target).unwrap_or_else(|| { - panic!("port {} not found in graph {}", self.target, broker.topic()) - }); - return Some((conns.name, conn)); - } - } - None - } - - pub async fn fetch(&self) -> Result<(u64, Receiver)> { - let fut: Vec<_> = self - .brokers - .values() - .map(|x| x.fetch::()) - .collect(); - if let Ok(mut conns) = select_ok(fut).await { - let conn = conns.outputs.remove(&self.target).unwrap_or_else(|| { - panic!( - "port {} not found in graph {:?}", - self.target, - self.brokers.keys() - ) - }); - return Ok((conns.name, conn)); - } - Err(anyhow!("broker is closed")) - } - - pub async fn fetch_with_cache(&mut self) -> &mut HashMap { - if self.cache.is_empty() { - if let Ok((k, v)) = self.fetch().await { - self.cache.insert(k, v); - } - } else if let Some((k, v)) = self.try_fetch() { - self.cache.insert(k, v); - } - &mut self.cache - } - - pub fn cache(&self) -> &HashMap { - &self.cache - } - - pub fn is_closed(&self) -> bool { - let mut is_closed = self - .brokers - .values() - .fold(false, |is_closed, broker| is_closed && broker.is_closed()); - for chan in self.cache.values() { - is_closed = is_closed && chan.is_closed(); - } - is_closed - } -} - -impl DynPorts { - pub fn try_fetch(&mut self) -> Option<(u64, Sender)> { - for broker in self.brokers.values() { - if let Some(mut conns) = broker.try_fetch::() { - let conn = conns.inputs.remove(&self.target).unwrap_or_else(|| { - panic!("port {} not found in graph {}", self.target, broker.topic()) - }); - return Some((conns.name, conn)); - } - } - None - } - - pub async fn fetch(&mut self) -> Result<(u64, Sender)> { - let fut: Vec<_> = self - .brokers - .values() - .map(|x| x.fetch::()) - .collect(); - if let Ok(mut conns) = select_ok(fut).await { - let conn = conns.inputs.remove(&self.target).unwrap_or_else(|| { - panic!( - "port {} not found in graph {:?}", - self.target, - self.brokers.keys() - ) - }); - return Ok((conns.name, conn)); - } - Err(anyhow!("broker is closed")) - } - - pub async fn fetch_with_cache(&mut self) -> &mut HashMap { - if self.cache.is_empty() { - if let Ok((k, v)) = self.fetch().await { - self.cache.insert(k, v); - } - } else if let Some((k, v)) = self.try_fetch() { - self.cache.insert(k, v); - } - &mut self.cache - } - - pub fn cache(&self) -> &HashMap { - &self.cache - } - - pub fn close(&self) { - for broker in self.brokers.values() { - broker.close(); - } - for chan in self.cache.values() { - chan.close(); - } - } -} diff --git a/flow-rs/src/node/reorder.rs b/flow-rs/src/node/reorder.rs deleted file mode 100644 index d37b029..0000000 --- a/flow-rs/src/node/reorder.rs +++ /dev/null @@ -1,114 +0,0 @@ -/** - * \file flow-rs/src/node/reorder.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use anyhow::Result; -use flow_rs::prelude::*; -use std::collections::BTreeMap; -use toml::value::Table; - -#[inputs(inp)] -#[outputs(out)] -#[derive(Node, Actor, Default)] -struct Reorder { - cache: BTreeMap, - seq_id: u64, -} - -impl Reorder { - fn new(_: String, _: &Table) -> Reorder { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - - async fn exec(&mut self, _: &Context) -> Result<()> { - if let Ok(msg) = self.inp.recv_any().await { - let id = msg - .info() - .partial_id - .expect("partial_id required by reorder"); - assert!(id >= self.seq_id); - if id == self.seq_id { - self.seq_id += 1; - self.out.send_any(msg).await.ok(); - } else { - self.cache.insert(id, msg); - } - - let mut stop = self.seq_id; - for &id in self.cache.keys() { - assert!(id >= self.seq_id); - if id == self.seq_id { - self.seq_id += 1; - } else { - stop = id; - break; - } - } - if stop != self.seq_id { - let rest = if stop > self.seq_id { - let rest = self.cache.split_off(&stop); - std::mem::replace(&mut self.cache, rest) - } else { - std::mem::take(&mut self.cache) - }; - - for (_, msg) in rest { - self.out.send_any(msg).await.ok(); - } - } - } else { - assert!(self.cache.is_empty()); - } - Ok(()) - } -} - -node_register!("Reorder", Reorder); - -#[cfg(test)] -mod test { - use crate::envelope::Envelope; - use crate::sandbox::Sandbox; - use futures_util::join; - use rand::prelude::*; - use rand::seq::SliceRandom; - #[flow_rs::rt::test] - async fn test_reorder() { - let reorder = Sandbox::pure("Reorder").unwrap(); - let input = reorder.input("inp").unwrap(); - let output = reorder.output("out").unwrap(); - let handle = reorder.start(); - let send_fut = async move { - let mut rng: StdRng = SeedableRng::from_entropy(); - let mut list: Vec = (0..10).collect(); - list[..].shuffle(&mut rng); - for i in list { - let mut envelope = Envelope::new(0usize).seal(); - envelope.info_mut().partial_id = Some(i); - input.send_any(envelope).await.ok(); - } - input.close(); - }; - - let recv_fut = async move { - let mut seq_id = 0; - while let Ok(msg) = output.recv_any().await { - assert_eq!(msg.info().partial_id, Some(seq_id)); - seq_id += 1; - } - }; - - join!(send_fut, recv_fut); - - handle.await; - } -} diff --git a/flow-rs/src/node/shared.rs b/flow-rs/src/node/shared.rs deleted file mode 100644 index df6b7a4..0000000 --- a/flow-rs/src/node/shared.rs +++ /dev/null @@ -1,294 +0,0 @@ -/** - * \file flow-rs/src/node/shared.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::load_static; -use crate::prelude::*; -use crate::rt::channel::{unbounded, Receiver as ReceiverT, Sender as SenderT}; -use crate::rt::sync::RwLock; -use anyhow::Result; -use std::collections::HashMap; -use std::sync::atomic::{fence, AtomicUsize, Ordering}; -use std::sync::Arc; - -#[derive(Clone)] -struct SharedConns { - inputs: HashMap, - outputs: HashMap, -} - -#[derive(Node)] -struct Shared { - nodes: Vec>, - rx: ReceiverT, - inputs: HashMap>, - outputs: HashMap, -} - -pub struct SharedHandle(pub rt::task::JoinHandle<()>); -// is safe because we visit it only in single thread -unsafe impl Sync for SharedHandle {} -crate::collect!(String, SharedHandle); - -#[derive(Clone)] -pub struct SharedProxy { - ty: String, - conns: SharedConns, - tx: SenderT, - inputs: Vec, - outputs: Vec, -} - -impl Shared { - pub fn new( - local_key: u64, - rx: ReceiverT, - cfg: &crate::config::interlayer::Node, - graphs: &crate::config::interlayer::Config, - ) -> Result { - let mut nodes = load_static(local_key, cfg)?; - let mut inputs = HashMap::new(); - let mut outputs = HashMap::new(); - - let find_cap = - |port| { - let mut cap = 0usize; - for graph in graphs - .graphs - .iter() - .filter(|graph| !graph.nodes.keys().any(|node| node == &cfg.entity.name)) - { - cap = - std::cmp::max( - cap, - graph - .connections - .values() - .map(|conn| { - if conn.rx.iter().chain(conn.tx.iter()).any(|p| { - p.node_name == cfg.entity.name && &p.port_name == port - }) { - conn.cap - } else { - 0 - } - }) - .max() - .expect("unused port in shared nodes"), - ); - } - cap - }; - - for input in &cfg.inputs { - let cap = find_cap(input); - let chan = ChannelStorage::bound(cap); - for node in &mut nodes { - node.set_port(input.as_str(), None, &chan); - } - inputs.insert(input.clone(), Arc::new(chan.sender())); - } - - for output in &cfg.outputs { - let cap = find_cap(output); - let chan = ChannelStorage::bound(cap); - for node in &mut nodes { - node.set_port(output.as_str(), None, &chan); - } - outputs.insert(output.clone(), chan.receiver()); - } - - Ok(Shared { - nodes, - rx, - inputs, - outputs, - }) - } - pub fn boxed(self) -> Box { - Box::new(self) - } -} - -impl Actor for Shared { - fn start( - mut self: Box, - ctx: Context, - resources: ResourceCollection, - ) -> rt::task::JoinHandle<()> { - let (s1, r1) = unbounded::(); - let mut s2s = vec![]; - let mut r2s = vec![]; - for _ in 0..self.outputs.len() { - let (s2, r2) = unbounded::(); - s2s.push(s2); - r2s.push(r2); - } - let inputs = self.inputs.clone(); - if !inputs.is_empty() { - // close in order - crate::rt::task::spawn(async move { - while let Ok(id) = r1.recv().await { - for input in inputs.values() { - input.send_any(DummyEnvelope {}.seal()).await.ok(); - } - for s2 in &s2s { - s2.send(id).await.ok(); - } - } - }); - } - - let mut outputs: HashMap<_, Arc>>> = HashMap::new(); - for (k, input) in std::mem::take(&mut self.outputs) { - let demux = Arc::new(RwLock::new(HashMap::new())); - outputs.insert(k, demux.clone()); - let r2 = r2s.pop().unwrap(); - crate::rt::task::spawn(async move { - loop { - match input.recv_any().await { - Ok(msg) => { - let outputs = demux.read().await; - let output = outputs - .get( - msg.info() - .transfer_addr - .as_ref() - .expect("lost transfer_address"), - ) - .expect("unexpected transfer_address"); - output.send_any(msg).await.ok(); - } - _ if !input.is_closed() => { - if let Ok(id) = r2.recv().await { - demux.write().await.remove(&id); - } - } - _ => break, - } - } - }); - } - - let mut handles = vec![]; - for node in std::mem::take(&mut self.nodes) { - handles.push(node.start(ctx.clone(), resources.clone())); - } - - if !self.inputs.is_empty() || !self.outputs.is_empty() { - crate::rt::task::spawn(async move { - let mut counter = 0; - while let Ok(mut msg) = self.rx.recv().await { - let closed_n = Arc::new(AtomicUsize::new(self.inputs.len())); - let id = counter; - for (k, v) in outputs.iter() { - let output = msg.outputs.remove(k).expect("shared port match fault"); - v.write().await.insert(id, output); - } - fence(Ordering::SeqCst); - for (k, output) in self.inputs.iter_mut() { - let input = msg.inputs.remove(k).expect("shared port match fault"); - let output = output.clone(); - let s1 = s1.clone(); - let closed_n = closed_n.clone(); - crate::rt::task::spawn(async move { - loop { - while let Ok(mut envelope) = input.recv_any().await { - envelope.info_mut().transfer_addr = Some(id); - output.send_any(envelope).await.ok(); - } - if input.is_closed() { - break; - } else { - // todo: fix nested shared subgraph - unreachable!("nested shared subgraph is not supported"); - } - } - if 1 == closed_n.fetch_sub(1, Ordering::Relaxed) { - s1.send(id).await.ok(); - } - }); - } - - counter += 1; - } - }); - } - - crate::rt::task::spawn(async move { - futures_util::future::join_all(handles).await; - }) - } -} - -impl SharedProxy { - fn new( - local_key: u64, - tx: SenderT, - cfg: &crate::config::interlayer::Node, - ) -> Result { - // shared subgraph dont support dyn type - let inputs: Vec<_> = inputs(local_key, cfg.entity.ty.first().unwrap())? - .into_iter() - .collect(); - let outputs: Vec<_> = outputs(local_key, cfg.entity.ty.first().unwrap())? - .into_iter() - .collect(); - Ok(SharedProxy { - ty: cfg.entity.ty.first().unwrap().to_owned(), - tx, - conns: SharedConns { - inputs: HashMap::new(), - outputs: HashMap::new(), - }, - inputs, - outputs, - }) - } - - pub fn set_port(&mut self, port_name: &str, chan: &ChannelStorage) { - if self.inputs.iter().any(|p| p == port_name) { - self.conns - .inputs - .insert(port_name.to_owned(), chan.receiver()); - } else if self.outputs.iter().any(|p| p == port_name) { - self.conns - .outputs - .insert(port_name.to_owned(), chan.sender()); - } else { - unreachable!() - } - } - - pub fn build(self) { - self.tx.try_send(self.conns).ok(); - } - - pub fn close(&self) { - self.tx.close(); - } -} - -crate::collect!(String, SharedProxy); - -pub fn load_shared( - cfg: &crate::config::interlayer::Node, - graphs: &crate::config::interlayer::Config, - ctx: Context, - resources: ResourceCollection, -) -> Result { - let local_key = ctx.local_key; - let (s, r) = unbounded(); - let shared = Shared::new(ctx.local_key, r, cfg, graphs)?.boxed(); - let handle = shared.start(ctx, resources); - SharedHandle::registry_local() - .get(local_key) - .insert(cfg.entity.name.clone(), SharedHandle(handle)); - SharedProxy::new(local_key, s, cfg) -} diff --git a/flow-rs/src/node/transform.rs b/flow-rs/src/node/transform.rs deleted file mode 100644 index 3a591da..0000000 --- a/flow-rs/src/node/transform.rs +++ /dev/null @@ -1,125 +0,0 @@ -/** - * \file flow-rs/src/node/transform.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::rt; -use anyhow::Result; -use flow_rs::prelude::*; -use toml::value::Table; - -#[inputs(inp)] -#[outputs(out)] -#[derive(Node, Actor, Default)] -struct Transform {} - -impl Transform { - fn new(_name: String, _args: &Table) -> Transform { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - if let Ok(msg) = self.inp.recv_any().await { - self.out.send_any(msg).await.ok(); - } - Ok(()) - } -} - -node_register!("Transform", Transform); - -#[inputs(inp)] -#[outputs(out:dyn)] -#[derive(Node, Default)] -struct DynOutTransform {} - -impl DynOutTransform { - fn new(_name: String, _args: &Table) -> DynOutTransform { - Default::default() - } -} - -impl Actor for DynOutTransform { - fn start(mut self: Box, _: Context, _: ResourceCollection) -> rt::task::JoinHandle<()> { - let (s, r) = rt::channel::unbounded(); - rt::task::spawn(async move { - while let Ok((_, out)) = self.out.fetch().await { - let inp = self.inp.clone(); - s.send(rt::task::spawn(async move { - let mut empty_n = 0; - loop { - while let Ok(msg) = inp.recv_any().await { - out.send_any(msg).await.ok(); - } - if inp.is_closed() { - break; - } - let n = inp.empty_n(); - for _ in empty_n..n { - out.send_any(DummyEnvelope {}.seal()).await.ok(); - } - empty_n = n; - } - })) - .await - .ok(); - } - }); - rt::task::spawn(async move { - while let Ok(handle) = r.recv().await { - handle.await; - } - }) - } -} - -node_register!("DynOutTransform", DynOutTransform); - -#[inputs(inp: dyn)] -#[outputs(out)] -#[derive(Node, Default)] -struct DynInTransform {} - -impl DynInTransform { - fn new(_name: String, _args: &Table) -> DynInTransform { - Default::default() - } -} - -impl Actor for DynInTransform { - fn start(self: Box, _: Context, _: ResourceCollection) -> rt::task::JoinHandle<()> { - let (s, r) = rt::channel::unbounded(); - rt::task::spawn(async move { - while let Ok((_, inp)) = self.inp.fetch().await { - let out = self.out.clone(); - s.send(rt::task::spawn(async move { - while !inp.is_closed() { - while let Ok(msg) = inp.recv_any().await { - out.send_any(msg).await.ok(); - } - assert!( - inp.empty_n() == 0, - "DynInTransform is not supported in a shared subgraph" - ); - } - })) - .await - .ok(); - } - }); - rt::task::spawn(async move { - while let Ok(handle) = r.recv().await { - handle.await; - } - }) - } -} - -node_register!("DynInTransform", DynInTransform); diff --git a/flow-rs/src/registry.rs b/flow-rs/src/registry.rs deleted file mode 100644 index 17ebbe9..0000000 --- a/flow-rs/src/registry.rs +++ /dev/null @@ -1,185 +0,0 @@ -/** - * \file flow-rs/src/registry.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use std::borrow::Borrow; -use std::collections::HashMap; -use std::hash::Hash; -use std::sync::{Arc, RwLock}; - -pub trait Collect: Sized + 'static { - fn registry_global() -> &'static Registry; - fn registry_local() -> &'static RegistryMap; -} -struct RegistryInner { - elems: HashMap, -} -pub struct Registry { - inner: RwLock>>, -} -pub struct RegistryMap { - inner: RwLock>>>, -} - -impl Default for Registry { - fn default() -> Registry { - Registry { - inner: RwLock::new(RegistryInner { - elems: HashMap::new(), - }), - } - } -} - -impl Default for RegistryMap { - fn default() -> RegistryMap { - RegistryMap { - inner: RwLock::new(Default::default()), - } - } -} - -impl Registry { - pub(crate) fn get(&self, id: &Q) -> Option> - where - ID: Borrow, - Q: Hash + Eq, - { - let registry = self.inner.read().unwrap(); - registry.elems.get(id).cloned() - } - - pub(crate) fn insert(&self, id: Q, elem: T) - where - Q: Into, - { - let mut registry = self.inner.write().unwrap(); - registry.elems.insert(id.into(), Arc::new(elem)); - } - - pub(crate) fn for_each(&self, f: F) - where - F: FnMut(&T), - { - let registry = self.inner.read().unwrap(); - registry.elems.values().map(|x| x.as_ref()).for_each(f); - } - - pub(crate) fn to_vec(&self) -> Vec> { - let mut registry = self.inner.write().unwrap(); - let elems = std::mem::take(&mut registry.elems); - elems.into_iter().map(|(_, v)| v).collect() - } -} - -impl Registry -where - ID: Hash + Clone + Eq, -{ - pub(crate) fn keys(&self) -> Vec { - let registry = self.inner.read().unwrap(); - registry.elems.keys().cloned().collect() - } -} - -impl Clone for Registry -where - ID: Clone, -{ - fn clone(&self) -> Self { - let inner = self.inner.read().unwrap(); - Registry { - inner: RwLock::new(RegistryInner { - elems: inner.elems.clone(), - }), - } - } -} - -type GlobalCallback = RwLock>>; - -lazy_static::lazy_static! { - pub(crate) static ref INITIALIZE: GlobalCallback = RwLock::new(vec![]); -} - -lazy_static::lazy_static! { - pub(crate) static ref FINALIZE: GlobalCallback = RwLock::new(vec![]); -} - -pub(crate) fn initialize(id: u64) { - INITIALIZE.read().unwrap().iter().for_each(|f| f(id)); -} - -pub(crate) fn finalize(id: u64) { - FINALIZE.read().unwrap().iter().for_each(|f| f(id)); -} - -impl> RegistryMap -where - ID: 'static + Eq + Hash + Clone, -{ - pub(crate) fn __or_insert_only_in_ctor(&self, id: u64) -> Arc> { - let mut map = self.inner.write().unwrap(); - map.entry(id) - .or_insert_with(|| Arc::new(T::registry_global().clone())) - .clone() - } - - pub(crate) fn get(&self, id: u64) -> Arc> { - let map = self.inner.read().unwrap(); - map.get(&id).cloned().unwrap() - } - - pub(crate) fn remove(&self, id: u64) { - let mut map = self.inner.write().unwrap(); - map.remove(&id); - } -} - -pub fn __submit_only_in_ctor>(key: Q, value: T) -where - ID: Eq + Hash + 'static, - Q: Into, -{ - T::registry_global().insert(key, value); -} - -#[macro_export] -#[doc(hidden)] -macro_rules! collect { - ($id:ty, $ty:ty) => { - impl $crate::registry::Collect<$id> for $ty { - #[inline] - fn registry_global() -> &'static $crate::registry::Registry<$id, Self> { - lazy_static::lazy_static! { - static ref REGISTRY: $crate::registry::Registry<$id, $ty> = - $crate::registry::Registry::default(); - }; - ®ISTRY - } - #[inline] - fn registry_local() -> &'static $crate::registry::RegistryMap<$id, Self> { - lazy_static::lazy_static! { - static ref REGISTRY: $crate::registry::RegistryMap<$id, $ty> = - $crate::registry::RegistryMap::default(); - }; - #[flow_rs::ctor] - fn init() { - let mut initialize = $crate::registry::INITIALIZE.write().unwrap(); - initialize.push(Box::new(|id| { - REGISTRY.__or_insert_only_in_ctor(id); - })); - let mut finalize = $crate::registry::FINALIZE.write().unwrap(); - finalize.push(Box::new(|id| REGISTRY.remove(id))); - } - ®ISTRY - } - } - }; -} diff --git a/flow-rs/src/resource/any_resource.rs b/flow-rs/src/resource/any_resource.rs deleted file mode 100644 index bd29f85..0000000 --- a/flow-rs/src/resource/any_resource.rs +++ /dev/null @@ -1,42 +0,0 @@ -use pyo3::Python; -use std::any::{Any, TypeId}; -use std::sync::Arc; - -pub trait DowncastArc { - fn into_arc_any(self: Arc) -> Arc; -} - -impl DowncastArc for T -where - T: 'static + Send + Sync, -{ - fn into_arc_any(self: Arc) -> Arc { - self - } -} - -pub trait Resource: Any + DowncastArc + Send + Sync { - fn to_python(&self, py: Python) -> pyo3::PyObject; -} - -impl dyn Resource { - pub fn is(&self) -> bool { - let t = TypeId::of::(); - let boxed = self.type_id(); - - t == boxed - } - #[inline] - pub fn downcast_arc(self: Arc) -> Result, Arc> - where - Self: Send + Sync, - { - if self.is::() { - Ok(DowncastArc::into_arc_any(self).downcast::().unwrap()) - } else { - Err(self) - } - } -} - -pub type AnyResource = Arc; diff --git a/flow-rs/src/resource/collection.rs b/flow-rs/src/resource/collection.rs deleted file mode 100644 index 6b39c5d..0000000 --- a/flow-rs/src/resource/collection.rs +++ /dev/null @@ -1,86 +0,0 @@ -use super::storage::{storage, ResourceStorage}; -use super::{AnyResource, Resource}; -use crate::config::presentation::Entity; -use std::collections::HashMap; -use std::sync::Arc; - -/// A collection of any resource which has been registered -#[derive(Clone, Default)] -pub struct ResourceCollection { - resources: HashMap, - storage: Arc, -} - -#[derive(Default)] -pub struct UniqueResourceCollection { - resources: HashMap, - storage: ResourceStorage, -} - -impl UniqueResourceCollection { - pub(crate) fn new( - local_key: u64, - id: u64, - cfg: &HashMap, - ) -> UniqueResourceCollection { - UniqueResourceCollection { - resources: cfg.keys().cloned().map(|x| (x, id)).collect(), - storage: storage(local_key, id, cfg), - } - } - - pub(crate) fn take_into_arc(self) -> ResourceCollection { - ResourceCollection { - resources: self.resources, - storage: Arc::new(self.storage), - } - } -} - -impl ResourceCollection { - pub(crate) fn filter(&self, names: &[&str]) -> ResourceCollection { - ResourceCollection { - resources: names - .iter() - .map(|&name| self.resources.get_key_value(name)) - .flatten() - .map(|(k, v)| (k.clone(), *v)) - .collect(), - storage: self.storage.clone(), - } - } - // Chain two ResourceCollections, and `other` will overwrite `self` - pub(crate) async fn chain(self, mut other: UniqueResourceCollection) -> ResourceCollection { - let other_storage = other.storage.get_mut(); - self.storage.lock().await.append(other_storage); - let mut resources = other.resources.clone(); - for (k, v) in self.resources.into_iter() { - resources.entry(k).or_insert(v); - } - ResourceCollection { - resources, - storage: self.storage, - } - } - /// Get a resource by name, return None if the type `T` is not match or the name is not exist - pub async fn get(&self, name: &str) -> Option> - where - T: Resource, - { - self.get_any(name) - .await - .map(|x| x.downcast_arc().ok()) - .flatten() - } - pub async fn get_any(&self, name: &str) -> Option { - if let Some((k, v)) = self.resources.get_key_value(name) { - self.storage.lock().await.get(&(*v, k.clone())) - } else { - None - } - } - /// Get all keys - pub fn keys(&self) -> Vec { - self.resources.keys().cloned().collect() - } -} diff --git a/flow-rs/src/resource/lazy.rs b/flow-rs/src/resource/lazy.rs deleted file mode 100644 index e27b711..0000000 --- a/flow-rs/src/resource/lazy.rs +++ /dev/null @@ -1,55 +0,0 @@ -/** - * \file flow-rs/src/resource/lazy.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ - -// Async initialized lazily -pub struct LazyCell { - cons: Box T + Send + Sync>, - inner: Option, -} - -impl LazyCell { - pub fn new(cons: Box T + Send + Sync>) -> LazyCell { - LazyCell { cons, inner: None } - } - - pub fn revert(&mut self) { - self.inner = None; - } - - pub fn get(&mut self) -> &T { - if self.inner.is_none() { - self.inner = Some((self.cons)()); - } - self.inner.as_ref().unwrap() - } - - pub fn view(&self) -> Option<&T> { - self.inner.as_ref() - } -} - -// we will lock when we set UnsafeCell -unsafe impl Sync for LazyCell where T: Send + Sync {} - -#[cfg(test)] -mod test { - use super::*; - use std::sync::Arc; - #[crate::rt::test] - async fn test_basis() { - let cap = 100; - let mut raw = LazyCell::new(Box::new(move || Arc::new(Vec::::with_capacity(cap)))); - assert!(raw.view().is_none()); - let has_init = raw.get(); - assert_eq!(has_init.capacity(), cap); - assert!(raw.view().is_some()); - } -} diff --git a/flow-rs/src/resource/mod.rs b/flow-rs/src/resource/mod.rs deleted file mode 100644 index 7809132..0000000 --- a/flow-rs/src/resource/mod.rs +++ /dev/null @@ -1,72 +0,0 @@ -/** - * \file flow-rs/src/resource/mod.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -mod any_resource; -mod collection; -mod lazy; -mod storage; - -use crate::config::presentation::Entity; -use crate::registry::Collect; -use any_resource::*; -use lazy::LazyCell; - -pub use any_resource::Resource; -pub use collection::*; - -type ResResult = Result; - -#[doc(hidden)] -pub struct ResourceSlice { - pub cons: Box ResResult + Send + Sync>, -} -crate::collect!(String, ResourceSlice); - -#[cfg(test)] -mod test { - use super::*; - use std::collections::HashMap; - use std::sync::atomic::{AtomicBool, Ordering}; - use std::sync::Arc; - - impl Resource for AtomicBool { - fn to_python(&self, _: pyo3::Python) -> pyo3::PyObject { - unimplemented!() - } - } - - #[crate::rt::test] - async fn test_basis() { - let local_key = crate::LOCAL_KEY.fetch_add(1, Ordering::Relaxed); - crate::registry::initialize(local_key); - ResourceSlice::registry_local().get(local_key).insert( - "abool_test", - ResourceSlice { - cons: Box::new(|_, _| Ok(Arc::new(AtomicBool::new(true)))), - }, - ); - let mut map = HashMap::new(); - map.insert( - "abool_test_instance".to_owned(), - Entity { - name: "abool_test_instance".to_owned(), - ty: "abool_test".to_owned(), - args: Default::default(), - }, - ); - let collection = UniqueResourceCollection::new(local_key, 0, &map).take_into_arc(); - let resource = collection.get::("abool_test_instance").await; - assert!(resource.is_some()); - let resource = resource.unwrap(); - let is = resource.load(Ordering::Relaxed); - assert!(is); - crate::registry::finalize(local_key); - } -} diff --git a/flow-rs/src/resource/storage.rs b/flow-rs/src/resource/storage.rs deleted file mode 100644 index ac1225a..0000000 --- a/flow-rs/src/resource/storage.rs +++ /dev/null @@ -1,75 +0,0 @@ -/** - * \file flow-rs/src/resource/storage.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use super::*; -use crate::rt::sync::Mutex; -use std::collections::HashMap; -use std::sync::Arc; - -#[derive(Default)] -pub(crate) struct StorageInner { - resources: HashMap<(u64, String), lazy::LazyCell>, -} - -impl StorageInner { - pub(crate) fn get(&mut self, key: &(u64, String)) -> Option { - if let Some(resource) = self.resources.get_mut(key) { - if let Ok(res) = resource.get() { - return Some(res.clone()); - } else { - resource.revert(); - } - } else { - return None; - } - for v in self.resources.values_mut() { - if let Some(Ok(res)) = v.view() { - // it is safe because of `&mut self` - if Arc::strong_count(res) == 1 { - v.revert(); - } - } - } - let resource = self.resources.get_mut(key).unwrap(); - if let Ok(res) = resource.get() { - Some(res.clone()) - } else { - // FIXME: panic or throw err ? - None - } - } - - pub(crate) fn append(&mut self, other: &mut StorageInner) { - for (k, v) in std::mem::take(&mut other.resources).into_iter() { - self.resources.insert(k, v); - } - } -} - -pub(crate) type ResourceStorage = Mutex; - -pub(crate) fn storage(local_key: u64, id: u64, cfg: &HashMap) -> ResourceStorage { - let mut resources = HashMap::new(); - for (name, res) in cfg { - let slice = ResourceSlice::registry_local() - .get(local_key) - .get(&res.ty) - .unwrap(); - let name_cloned = name.clone(); - let args_cloned = res.args.clone(); - resources.insert( - (id, name.clone()), - LazyCell::new(Box::new(move || { - (slice.cons)(name_cloned.clone(), &args_cloned) - })), - ); - } - Mutex::new(StorageInner { resources }) -} diff --git a/flow-rs/src/sandbox.rs b/flow-rs/src/sandbox.rs deleted file mode 100644 index c64e29b..0000000 --- a/flow-rs/src/sandbox.rs +++ /dev/null @@ -1,206 +0,0 @@ -/** - * \file flow-rs/src/sandbox.rs - * MegFlow is Licensed under the Apache License, Version 2.0 (the "License") - * - * Copyright (c) 2019-2021 Megvii Inc. All rights reserved. - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - */ -use crate::broker::Broker; -use crate::registry::Collect; -use crate::resource::*; -use crate::rt::task::JoinHandle; -use crate::{ - channel::{Receiver, Sender}, - config::interlayer, - graph::context, - node::{inputs, load_static, outputs, Actor}, - prelude::ChannelStorage, -}; -use anyhow::Result; -use std::collections::HashMap; -use std::sync::atomic::Ordering; -use std::sync::Once; - -static ONCE_INIT_I: Once = Once::new(); -static ONCE_INIT_O: Once = Once::new(); - -pub struct Sandbox { - local_key: u64, - ty: String, - actor: Box, - broker: Broker, - inputs: HashMap, - outputs: HashMap, -} - -impl Sandbox { - pub fn pure(ty: &str) -> Result { - Sandbox::new(ty, Default::default(), vec![]) - } - pub fn with_args(ty: &str, args: toml::value::Table) -> Result { - Sandbox::new(ty, args, vec![]) - } - pub fn new(ty: &str, args: toml::value::Table, res: Vec) -> Result { - let local_key = crate::LOCAL_KEY.fetch_add(1, Ordering::Relaxed); - crate::registry::initialize(local_key); - - let config = interlayer::Node { - entity: interlayer::Entity { - name: format!("sandbox-{}", ty), - ty: vec![ty.to_owned()], - args, - }, - res, - cloned: None, - inputs: Default::default(), - outputs: Default::default(), - is_dyn: false, - is_shared: false, - }; - let inputs_name: Vec = inputs(local_key, ty)?.into_iter().collect(); - let outputs_name: Vec = outputs(local_key, ty)?.into_iter().collect(); - let mut inputs = HashMap::new(); - let mut outputs = HashMap::new(); - let mut actor = load_static(local_key, &config)?.pop().unwrap(); - let mut broker = Broker::new(); - - if inputs_name.iter().any(|x| x.starts_with("dyn")) { - ONCE_INIT_I.call_once(|| { - graph_register(local_key, "NoopProducer", "out"); - }); - } - - if outputs_name.iter().any(|x| x.starts_with("dyn")) { - ONCE_INIT_O.call_once(|| { - graph_register(local_key, "NoopConsumer", "inp"); - }); - } - - for input in &inputs_name { - if !input.starts_with("dyn") { - let chan = ChannelStorage::unbound(); - actor.set_port(input, Some(0), &chan); - let mut input = input.as_str(); - if input.starts_with('[') { - input = &input[1..input.len() - 1]; - } - inputs.insert(input.to_owned(), chan); - } else { - let client = broker.subscribe("_NoopProducer_".to_owned()); - actor.set_port_dynamic(local_key, input, "out".to_owned(), 16, vec![client]); - } - } - for output in &outputs_name { - if !output.starts_with("dyn") { - let chan = ChannelStorage::unbound(); - actor.set_port(output, Some(0), &chan); - let mut output = output.as_str(); - if output.starts_with('[') { - output = &output[1..output.len() - 1]; - } - outputs.insert(output.to_owned(), chan); - } else { - let client = broker.subscribe("_NoopConsumer_".to_owned()); - actor.set_port_dynamic(local_key, output, "inp".to_owned(), 16, vec![client]); - } - } - Ok(Sandbox { - local_key, - ty: ty.to_owned(), - broker, - actor, - outputs, - inputs, - }) - } - - pub fn input(&self, name: &str) -> Option { - self.inputs.get(name).map(|x| x.sender()) - } - - pub fn output(&self, name: &str) -> Option { - self.outputs.get(name).map(|x| x.receiver()) - } - - pub fn start(mut self) -> JoinHandle<()> { - let local_key = self.local_key; - let ctx = context("Sandbox".to_owned(), self.ty.clone(), local_key); - crate::rt::task::spawn(async move { - futures_util::join!( - self.actor.start( - ctx.clone(), - UniqueResourceCollection::new(ctx.local_key, ctx.id, &Default::default()) - .take_into_arc() - ), - self.broker.run() - ); - crate::registry::finalize(local_key); - }) - } -} - -fn graph_register(local_key: u64, ty: &str, port_name: &str) { - let inputs = if port_name == "inp" { - vec![port_name.to_owned()] - } else { - vec![] - }; - let outputs = if port_name == "out" { - vec![port_name.to_owned()] - } else { - vec![] - }; - let node = interlayer::Node { - entity: interlayer::Entity { - name: "noop".to_owned(), - ty: vec![ty.to_owned()], - args: Default::default(), - }, - cloned: None, - inputs: inputs.iter().cloned().collect(), - outputs: outputs.iter().cloned().collect(), - is_dyn: false, - is_shared: false, - res: vec![], - }; - let port = interlayer::Port { - node_type: vec![ty.to_owned()], - node_name: "noop".to_owned(), - port_type: interlayer::PortTy::Unit, - port_tag: None, - port_name: port_name.to_owned(), - }; - let conn = interlayer::Connection { - cap: 16, - tx: inputs.iter().map(|_| port.clone()).collect(), - rx: outputs.iter().map(|_| port.clone()).collect(), - }; - let cfg = interlayer::Graph { - name: format!("_{}_", ty), - nodes: vec![("noop".to_owned(), node)].into_iter().collect(), - inputs: inputs.clone(), - outputs: outputs.clone(), - connections: vec![(port_name.to_owned(), conn)].into_iter().collect(), - resources: Default::default(), - is_shared: false, - global_res: vec![], - }; - let info = crate::node::NodeInfo { - inputs: cfg.inputs.clone(), - outputs: cfg.outputs.clone(), - }; - crate::graph::GraphSlice::registry_local() - .get(local_key) - .insert( - cfg.name.clone(), - crate::graph::GraphSlice { - cons: Box::new(move |name| { - crate::graph::Graph::load(context(name, cfg.name.clone(), local_key), &cfg) - }), - info, - }, - ); -} diff --git a/flow-rs/tests/01-subgraph.rs b/flow-rs/tests/01-subgraph.rs deleted file mode 100644 index c8b1a93..0000000 --- a/flow-rs/tests/01-subgraph.rs +++ /dev/null @@ -1,130 +0,0 @@ -mod nodes_ext; - -use anyhow::Result; -use flow_rs::prelude::*; - -#[rt::test] -async fn test_error() -> Result<()> { - let mut graph = load( - None, - r#" -main="test" -[[graphs]] -name="sub" -nodes=[ - {name="a", ty="Transform"}, - {name="b", ty="ErrorOpr"}, - {name="c", ty="Transform"} -] -inputs=[{name="inp",cap=1,ports=["a:inp"]}] -outputs=[{name="out",cap=1,ports=["c:out"]}] -connections=[ - {cap=1,ports=["a:out", "b:inp"]}, - {cap=1,ports=["b:out", "c:inp"]} -] -[[graphs]] -name="test" -nodes=[ - {name="a", ty="NeverOpr"}, - {name="b", ty="sub"}, - {name="c", ty="NoopConsumer"}, -] -connections=[ - {cap=1,ports=["a:out", "b:inp"]}, - {cap=1,ports=["b:out", "c:inp"]} -] - "#, - )?; - graph.start().await; - Ok(()) -} - -#[rt::test] -async fn test_basis() -> Result<()> { - let mut graph = load( - None, - r#" -main="test" -[[graphs]] -name="sub" -nodes=[{name="b",ty="BinaryOpr"}] -inputs=[ - {name="a",cap=1,ports=["b:a"]}, - {name="b",cap=1,ports=["b:b"]} -] -outputs=[{name="c",cap=1,ports=["b:c"]}] -[[graphs]] -name="test" -inputs=[{name="inp",cap=1,ports=["t1:inp","t2:inp"]}] -outputs=[{name="out",cap=2,ports=["t3:out"]}] -connections=[ - {cap=1,ports=["t1:out", "sub:a"]}, - {cap=1,ports=["t2:out", "sub:b"]}, - {cap=1,ports=["t3:inp", "sub:c"]} -] -nodes=[ - {name="sub",ty="sub"}, - {name="t1",ty="Transform"}, - {name="t2",ty="Transform"}, - {name="t3",ty="Transform"} -] - "#, - )?; - let inp = graph.input("inp").unwrap(); - let out = graph.output("out").unwrap(); - let handle = graph.start(); - - inp.send(Envelope::new(1usize)).await.ok(); - inp.close(); - assert!(out.recv::().await.is_ok()); - assert!(out.recv::().await.is_ok()); - assert!(out.recv::().await.is_err()); - - handle.await; - - Ok(()) -} - -#[rt::test] -async fn test_empty() -> Result<()> { - let mut graph = load( - None, - r#" -main="test" -nodes=[{name="gb",ty="BinaryOpr"}] -[[graphs]] -name="sub" -inputs=[ - {name="a",cap=1,ports=["gb:a"]}, - {name="b",cap=1,ports=["gb:b"]} -] -outputs=[{name="c",cap=1,ports=["gb:c"]}] -[[graphs]] -name="test" -inputs=[{name="inp",cap=1,ports=["t1:inp","t2:inp"]}] -outputs=[{name="out",cap=2,ports=["t3:out"]}] -connections=[ - {cap=1,ports=["t1:out", "sub:a"]}, - {cap=1,ports=["t2:out", "sub:b"]}, - {cap=1,ports=["t3:inp", "sub:c"]} -] -nodes=[ - {name="sub",ty="sub"}, - {name="t1",ty="Transform"}, - {name="t2",ty="Transform"}, - {name="t3",ty="Transform"} -] - "#, - )?; - let inp = graph.input("inp").unwrap(); - let out = graph.output("out").unwrap(); - let handle = graph.start(); - - inp.send(Envelope::new(1usize)).await.ok(); - inp.close(); - assert!(out.recv::().await.is_ok()); - assert!(out.recv::().await.is_ok()); - assert!(out.recv::().await.is_err()); - handle.await; - Ok(()) -} diff --git a/flow-rs/tests/02-dyn-subgraph.rs b/flow-rs/tests/02-dyn-subgraph.rs deleted file mode 100644 index 4c669c2..0000000 --- a/flow-rs/tests/02-dyn-subgraph.rs +++ /dev/null @@ -1,39 +0,0 @@ -mod nodes_ext; - -use anyhow::Result; -use flow_rs::prelude::*; - -#[rt::test] -async fn test_basis() -> Result<()> { - let _ = load( - None, - r#" -main="test" -[[graphs]] -name="sub" -nodes=[{name="b",ty="BinaryOpr"}] -inputs=[ - {name="a",cap=1,ports=["b:a"]}, - {name="b",cap=1,ports=["b:b"]} -] -outputs=[{name="c",cap=1,ports=["b:c"]}] -[[graphs]] -name="test" -inputs=[{name="inp",cap=1,ports=["t1:inp","t2:inp"]}] -outputs=[{name="out",cap=1,ports=["t3:out"]}] -connections=[ - {cap=1,ports=["t1:out", "sub:a"]}, - {cap=1,ports=["t2:out", "sub:b"]}, - {cap=1,ports=["t3:inp", "sub:c"]} -] -nodes=[ - {name="sub",ty="sub"}, - {name="t1",ty="DynOutTransform"}, - {name="t2",ty="DynOutTransform"}, - {name="t3",ty="DynInTransform"} -] - "#, - )?; - - Ok(()) -} diff --git a/flow-rs/tests/03-share-subgraph.rs b/flow-rs/tests/03-share-subgraph.rs deleted file mode 100644 index 0fd1daa..0000000 --- a/flow-rs/tests/03-share-subgraph.rs +++ /dev/null @@ -1,87 +0,0 @@ -mod nodes_ext; - -use anyhow::Result; -use flow_rs::prelude::*; - -#[rt::test] -async fn test_basis() -> Result<()> { - let mut graph = load( - None, - r#" -main="test" -nodes = [{name="sub", ty="sub"}] -[[graphs]] -name="sub" -nodes=[{name="b",ty="BinaryOpr"}] -inputs=[ - {name="a",cap=1,ports=["b:a"]}, - {name="b",cap=1,ports=["b:b"]} -] -outputs=[{name="c",cap=2,ports=["b:c"]}] -[[graphs]] -name="test" -inputs=[{name="inp",cap=1,ports=["t1:inp","t2:inp"]}] -outputs=[{name="out",cap=1,ports=["t3:out"]}] -connections=[ - {cap=1,ports=["t1:out", "sub:a"]}, - {cap=1,ports=["t2:out", "sub:b"]}, - {cap=1,ports=["t3:inp", "sub:c"]} -] -nodes=[ - {name="t1",ty="Transform"}, - {name="t2",ty="Transform"}, - {name="t3",ty="Transform"} -] - "#, - )?; - - let inp = graph.input("inp").unwrap(); - let out = graph.output("out").unwrap(); - let handle = graph.start(); - - inp.send(Envelope::new(1usize)).await.ok(); - inp.close(); - assert!(out.recv::().await.is_ok()); - assert!(out.recv::().await.is_ok()); - assert!(out.recv::().await.is_err()); - handle.await; - - Ok(()) -} - -#[test] -#[should_panic] -fn test_empty() { - let _ = load( - None, - r#" -main="test" -nodes=[ - {name="gb",ty="BinaryOpr"}, - {name="sub",ty="sub"} -] -[[graphs]] -name="sub" -inputs=[ - {name="a",cap=1,ports=["gb:a"]}, - {name="b",cap=1,ports=["gb:b"]} -] -outputs=[{name="c",cap=1,ports=["gb:c"]}] -[[graphs]] -name="test" -inputs=[{name="inp",cap=1,ports=["t1:inp","t2:inp"]}] -outputs=[{name="out",cap=1,ports=["t3:out"]}] -connections=[ - {cap=1,ports=["t1:out", "sub:a"]}, - {cap=1,ports=["t2:out", "sub:b"]}, - {cap=1,ports=["t3:inp", "sub:c"]} -] -nodes=[ - {name="t1",ty="Transform"}, - {name="t2",ty="Transform"}, - {name="t3",ty="Transform"} -] - "#, - ) - .is_ok(); -} diff --git a/flow-rs/tests/04-isolated.rs b/flow-rs/tests/04-isolated.rs deleted file mode 100644 index 35af495..0000000 --- a/flow-rs/tests/04-isolated.rs +++ /dev/null @@ -1,49 +0,0 @@ -mod nodes_ext; - -use anyhow::Result; -use flow_rs::prelude::*; - -#[rt::test] -async fn test_isolated() -> Result<()> { - let mut graph = load( - None, - r#" -main="test" -[[graphs]] -name="test" -nodes=[ - {name="a", ty="Isolated"}, -] - "#, - )?; - graph.start().await; - Ok(()) -} - -#[rt::test] -async fn test_isolated_in_global() -> Result<()> { - let mut graph = load( - None, - r#" -main="test" -[[nodes]] -name="a" -ty="IsolatedNever" -[[graphs]] -name="test" -[[graphs.inputs]] -name="inp" -cap=1 -ports=["t:inp"] -[[graphs.outputs]] -name="out" -cap=1 -ports=["t:out"] -[[graphs.nodes]] -name="t" -ty="Transform" - "#, - )?; - graph.start().await; - Ok(()) -} diff --git a/flow-rs/tests/nodes_ext.rs b/flow-rs/tests/nodes_ext.rs deleted file mode 100644 index baef034..0000000 --- a/flow-rs/tests/nodes_ext.rs +++ /dev/null @@ -1,122 +0,0 @@ -use anyhow::Result; -use flow_rs::prelude::*; -use futures_util::{select, stream::FuturesUnordered, StreamExt}; -use toml::value::Table; - -#[inputs(a, b)] -#[outputs(c)] -#[derive(Node, Actor, Default)] -struct BinaryOpr {} - -impl BinaryOpr { - fn new(_name: String, _args: &Table) -> BinaryOpr { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - let mut recv_a = FuturesUnordered::new(); - recv_a.push(self.a.recv_any()); - let mut recv_b = FuturesUnordered::new(); - recv_b.push(self.b.recv_any()); - loop { - select! { - a = recv_a.select_next_some() => { - if let Ok(a) = a { - self.c.send_any(a).await.ok(); - recv_a.push(self.a.recv_any()); - } - } - b = recv_b.select_next_some() => { - if let Ok(b) = b { - self.c.send_any(b).await.ok(); - recv_b.push(self.b.recv_any()); - } - } - complete => break, - } - } - Ok(()) - } -} - -node_register!("BinaryOpr", BinaryOpr); - -#[inputs(inp)] -#[outputs(out)] -#[derive(Node, Actor, Default)] -struct ErrorOpr {} - -impl ErrorOpr { - fn new(_name: String, _: &Table) -> ErrorOpr { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - Err(anyhow::anyhow!("error")) - } -} - -node_register!("ErrorOpr", ErrorOpr); - -#[inputs] -#[outputs(out)] -#[derive(Node, Actor, Default)] -struct NeverOpr {} - -impl NeverOpr { - fn new(_name: String, _: &Table) -> NeverOpr { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, ctx: &Context) -> Result<()> { - ctx.wait().await; - Ok(()) - } -} - -node_register!("NeverOpr", NeverOpr); - -#[inputs] -#[outputs] -#[derive(Node, Actor, Default)] -struct Isolated {} - -impl Isolated { - fn new(_name: String, _: &Table) -> Self { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, _: &Context) -> Result<()> { - Ok(()) - } -} - -node_register!("Isolated", Isolated); - -#[inputs] -#[outputs] -#[derive(Node, Actor, Default)] -struct IsolatedNever {} - -impl IsolatedNever { - fn new(_name: String, _: &Table) -> Self { - Default::default() - } - - async fn initialize(&mut self, _: ResourceCollection) {} - async fn finalize(&mut self) {} - async fn exec(&mut self, ctx: &Context) -> Result<()> { - ctx.wait().await; - Ok(()) - } -} - 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extensions may -# be loaded. Extensions are loading into the active Python interpreter and may -# run arbitrary code. -extension-pkg-whitelist=['cv2'] - -# Add files or directories to the blacklist. They should be base names, not -# paths. -ignore=CVS,_internal - -# Add files or directories matching the regex patterns to the blacklist. The -# regex matches against base names, not paths. -ignore-patterns= - -# Python code to execute, usually for sys.path manipulation such as -# pygtk.require(). -#init-hook= - -# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the -# number of processors available to use. -jobs=1 - -# Control the amount of potential inferred values when inferring a single -# object. This can help the performance when dealing with large functions or -# complex, nested conditions. -limit-inference-results=100 - -# List of plugins (as comma separated values of python module names) to load, -# usually to register additional checkers. -load-plugins= - -# Pickle collected data for later comparisons. -persistent=yes - -# Specify a configuration file. -#rcfile= - -# When enabled, pylint would attempt to guess common misconfiguration and emit -# user-friendly hints instead of false-positive error messages. -suggestion-mode=yes - -# Allow loading of arbitrary C extensions. Extensions are imported into the -# active Python interpreter and may run arbitrary code. -unsafe-load-any-extension=no - - -[MESSAGES CONTROL] - -# Only show warnings with the listed confidence levels. Leave empty to show -# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED. -confidence= - -# Disable the message, report, category or checker with the given id(s). You -# can either give multiple identifiers separated by comma (,) or put this -# option multiple times (only on the command line, not in the configuration -# file where it should appear only once). You can also use "--disable=all" to -# disable everything first and then reenable specific checks. For example, if -# you want to run only the similarities checker, you can use "--disable=all -# --enable=similarities". If you want to run only the classes checker, but have -# no Warning level messages displayed, use "--disable=all --enable=classes -# --disable=W". -disable=print-statement, - no-else-return, - len-as-condition, - bad-continuation, - redefined-builtin, # TBD - arguments-differ, # TBD - invalid-name, # TBD - too-many-locals, # TBD - too-many-attributes, # TBD - too-many-arguments, # TBD - too-many-instance-attributes, # TBD - too-few-public-methods, # TBD - protected-access, # TBD - no-self-use, # TBD - cyclic-import, # TBD - no-else-raise, # TBD - line-too-long, # Although We ensure line length by YAPF, there are some cases YAPF won't split lines (e.g. comments). We just ignore these cases. - fixme, # Will be enable after a while - duplicate-code, # Will be enable after a while - missing-function-docstring, # Will be enable after a while - missing-module-docstring, # Will be enable after a while - missing-class-docstring, # Will be enable after a while - singleton-comparison, - parameter-unpacking, - unpacking-in-except, - old-raise-syntax, - backtick, - long-suffix, - old-ne-operator, - old-octal-literal, - import-star-module-level, - non-ascii-bytes-literal, - raw-checker-failed, - bad-inline-option, - locally-disabled, - file-ignored, - suppressed-message, - useless-suppression, - deprecated-pragma, - use-symbolic-message-instead, - apply-builtin, - basestring-builtin, - buffer-builtin, - cmp-builtin, - coerce-builtin, - execfile-builtin, - file-builtin, - long-builtin, - raw_input-builtin, - reduce-builtin, - standarderror-builtin, - unicode-builtin, - xrange-builtin, - coerce-method, - delslice-method, - getslice-method, - setslice-method, - no-absolute-import, - old-division, - dict-iter-method, - dict-view-method, - next-method-called, - metaclass-assignment, - indexing-exception, - raising-string, - reload-builtin, - oct-method, - hex-method, - nonzero-method, - cmp-method, - input-builtin, - round-builtin, - intern-builtin, - unichr-builtin, - map-builtin-not-iterating, - zip-builtin-not-iterating, - range-builtin-not-iterating, - filter-builtin-not-iterating, - using-cmp-argument, - eq-without-hash, - div-method, - idiv-method, - rdiv-method, - exception-message-attribute, - invalid-str-codec, - sys-max-int, - bad-python3-import, - deprecated-string-function, - deprecated-str-translate-call, - deprecated-itertools-function, - deprecated-types-field, - next-method-defined, - dict-items-not-iterating, - dict-keys-not-iterating, - dict-values-not-iterating, - deprecated-operator-function, - deprecated-urllib-function, - xreadlines-attribute, - deprecated-sys-function, - exception-escape, - comprehension-escape, - attribute-defined-outside-init, - logging-format-interpolation, - unsubscriptable-object, # pylint bug for numpy array - abstract-class-instantiated, # FIXME: Abstract class 'Tensor' with abstract methods instantiated - no-member, - import-error - -# Enable the message, report, category or checker with the given id(s). You can -# either give multiple identifier separated by comma (,) or put this option -# multiple time (only on the command line, not in the configuration file where -# it should appear only once). See also the "--disable" option for examples. -enable=c-extension-no-member - - -[REPORTS] - -# Python expression which should return a score less than or equal to 10. You -# have access to the variables 'error', 'warning', 'refactor', and 'convention' -# which contain the number of messages in each category, as well as 'statement' -# which is the total number of statements analyzed. This score is used by the -# global evaluation report (RP0004). -evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10) - -# Template used to display messages. This is a python new-style format string -# used to format the message information. See doc for all details. -#msg-template= - -# Set the output format. Available formats are text, parseable, colorized, json -# and msvs (visual studio). You can also give a reporter class, e.g. -# mypackage.mymodule.MyReporterClass. -output-format=text - -# Tells whether to display a full report or only the messages. -reports=no - -# Activate the evaluation score. -score=yes - - -[REFACTORING] - -# Maximum number of nested blocks for function / method body -max-nested-blocks=5 - -# Complete name of functions that never returns. When checking for -# inconsistent-return-statements if a never returning function is called then -# it will be considered as an explicit return statement and no message will be -# printed. -never-returning-functions=sys.exit - - -[VARIABLES] - -# List of additional names supposed to be defined in builtins. Remember that -# you should avoid defining new builtins when possible. -additional-builtins= - -# Tells whether unused global variables should be treated as a violation. -allow-global-unused-variables=yes - -# List of strings which can identify a callback function by name. A callback -# name must start or end with one of those strings. -callbacks=cb_, - _cb - -# A regular expression matching the name of dummy variables (i.e. expected to -# not be used). -dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_ - -# Argument names that match this expression will be ignored. Default to name -# with leading underscore. -ignored-argument-names=_.*|^ignored_|^unused_ - -# Tells whether we should check for unused import in __init__ files. -init-import=no - -# List of qualified module names which can have objects that can redefine -# builtins. -redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io - - -[TYPECHECK] - -# List of decorators that produce context managers, such as -# contextlib.contextmanager. Add to this list to register other decorators that -# produce valid context managers. -contextmanager-decorators=contextlib.contextmanager - -# List of members which are set dynamically and missed by pylint inference -# system, and so shouldn't trigger E1101 when accessed. Python regular -# expressions are accepted. -generated-members=numpy.*, torch.*, megbrain.*, cv2.* - -# Tells whether missing members accessed in mixin class should be ignored. A -# mixin class is detected if its name ends with "mixin" (case insensitive). -ignore-mixin-members=yes - -# Tells whether to warn about missing members when the owner of the attribute -# is inferred to be None. -ignore-none=yes - -# This flag controls whether pylint should warn about no-member and similar -# checks whenever an opaque object is returned when inferring. The inference -# can return multiple potential results while evaluating a Python object, but -# some branches might not be evaluated, which results in partial inference. In -# that case, it might be useful to still emit no-member and other checks for -# the rest of the inferred objects. -ignore-on-opaque-inference=yes - -# List of class names for which member attributes should not be checked (useful -# for classes with dynamically set attributes). This supports the use of -# qualified names. -ignored-classes=optparse.Values,thread._local,_thread._local - -# List of module names for which member attributes should not be checked -# (useful for modules/projects where namespaces are manipulated during runtime -# and thus existing member attributes cannot be deduced by static analysis). It -# supports qualified module names, as well as Unix pattern matching. -ignored-modules=numpy.random - -# Show a hint with possible names when a member name was not found. The aspect -# of finding the hint is based on edit distance. -missing-member-hint=yes - -# The minimum edit distance a name should have in order to be considered a -# similar match for a missing member name. -missing-member-hint-distance=1 - -# The total number of similar names that should be taken in consideration when -# showing a hint for a missing member. -missing-member-max-choices=1 - -# List of decorators that change the signature of a decorated function. -signature-mutators= - - -[STRING] - -# This flag controls whether the implicit-str-concat-in-sequence should -# generate a warning on implicit string concatenation in sequences defined over -# several lines. -check-str-concat-over-line-jumps=no - - -[SPELLING] - -# Limits count of emitted suggestions for spelling mistakes. -max-spelling-suggestions=4 - -# Spelling dictionary name. Available dictionaries: none. To make it work, -# install the python-enchant package. -spelling-dict= - -# List of comma separated words that should not be checked. -spelling-ignore-words= - -# A path to a file that contains the private dictionary; one word per line. -spelling-private-dict-file= - -# Tells whether to store unknown words to the private dictionary (see the -# --spelling-private-dict-file option) instead of raising a message. -spelling-store-unknown-words=no - - -[SIMILARITIES] - -# Ignore comments when computing similarities. -ignore-comments=yes - -# Ignore docstrings when computing similarities. -ignore-docstrings=yes - -# Ignore imports when computing similarities. -ignore-imports=no - -# Minimum lines number of a similarity. -min-similarity-lines=4 - - -[MISCELLANEOUS] - -# List of note tags to take in consideration, separated by a comma. -notes=FIXME, - XXX, - TODO - - -[LOGGING] - -# Format style used to check logging format string. `old` means using % -# formatting, `new` is for `{}` formatting,and `fstr` is for f-strings. -logging-format-style=old - -# Logging modules to check that the string format arguments are in logging -# function parameter format. -logging-modules=logging - - -[FORMAT] - -# Expected format of line ending, e.g. empty (any line ending), LF or CRLF. -expected-line-ending-format= - -# Regexp for a line that is allowed to be longer than the limit. -ignore-long-lines=^\s*(# )??$ - -# Number of spaces of indent required inside a hanging or continued line. -indent-after-paren=4 - -# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1 -# tab). -indent-string=' ' - -# Maximum number of characters on a single line. -max-line-length=88 - -# Maximum number of lines in a module. -max-module-lines=1000 - -# List of optional constructs for which whitespace checking is disabled. `dict- -# separator` is used to allow tabulation in dicts, etc.: {1 : 1,\n222: 2}. -# `trailing-comma` allows a space between comma and closing bracket: (a, ). -# `empty-line` allows space-only lines. -no-space-check=trailing-comma, - dict-separator - -# Allow the body of a class to be on the same line as the declaration if body -# contains single statement. -single-line-class-stmt=no - -# Allow the body of an if to be on the same line as the test if there is no -# else. -single-line-if-stmt=no - - -[BASIC] - -# Naming style matching correct argument names. -argument-naming-style=snake_case - -# Regular expression matching correct argument names. Overrides argument- -# naming-style. -#argument-rgx= - -# Naming style matching correct attribute names. -attr-naming-style=snake_case - -# Regular expression matching correct attribute names. Overrides attr-naming- -# style. -#attr-rgx= - -# Bad variable names which should always be refused, separated by a comma. -bad-names=foo, - baz, - toto, - tutu, - tata - -# Naming style matching correct class attribute names. -class-attribute-naming-style=any - -# Regular expression matching correct class attribute names. Overrides class- -# attribute-naming-style. -#class-attribute-rgx= - -# Naming style matching correct class names. -class-naming-style=PascalCase - -# Regular expression matching correct class names. Overrides class-naming- -# style. -#class-rgx= - -# Naming style matching correct constant names. -const-naming-style=UPPER_CASE - -# Regular expression matching correct constant names. Overrides const-naming- -# style. -#const-rgx= - -# Minimum line length for functions/classes that require docstrings, shorter -# ones are exempt. -docstring-min-length=-1 - -# Naming style matching correct function names. -function-naming-style=snake_case - -# Regular expression matching correct function names. Overrides function- -# naming-style. -#function-rgx= - -# Good variable names which should always be accepted, separated by a comma. -good-names=i, - j, - k, - f, - ex, - Run, - _ - -# Include a hint for the correct naming format with invalid-name. -include-naming-hint=no - -# Naming style matching correct inline iteration names. -inlinevar-naming-style=any - -# Regular expression matching correct inline iteration names. Overrides -# inlinevar-naming-style. -#inlinevar-rgx= - -# Naming style matching correct method names. -method-naming-style=snake_case - -# Regular expression matching correct method names. Overrides method-naming- -# style. -#method-rgx= - -# Naming style matching correct module names. -module-naming-style=snake_case - -# Regular expression matching correct module names. Overrides module-naming- -# style. -#module-rgx= - -# Colon-delimited sets of names that determine each other's naming style when -# the name regexes allow several styles. -name-group= - -# Regular expression which should only match function or class names that do -# not require a docstring. -no-docstring-rgx=^_ - -# List of decorators that produce properties, such as abc.abstractproperty. Add -# to this list to register other decorators that produce valid properties. -# These decorators are taken in consideration only for invalid-name. -property-classes=abc.abstractproperty - -# Naming style matching correct variable names. -variable-naming-style=snake_case - -# Regular expression matching correct variable names. Overrides variable- -# naming-style. -#variable-rgx= - - -[IMPORTS] - -# List of modules that can be imported at any level, not just the top level -# one. -allow-any-import-level= - -# Allow wildcard imports from modules that define __all__. -allow-wildcard-with-all=no - -# Analyse import fallback blocks. This can be used to support both Python 2 and -# 3 compatible code, which means that the block might have code that exists -# only in one or another interpreter, leading to false positives when analysed. -analyse-fallback-blocks=no - -# Deprecated modules which should not be used, separated by a comma. -deprecated-modules=optparse,tkinter.tix - -# Create a graph of external dependencies in the given file (report RP0402 must -# not be disabled). -ext-import-graph= - -# Create a graph of every (i.e. internal and external) dependencies in the -# given file (report RP0402 must not be disabled). -import-graph= - -# Create a graph of internal dependencies in the given file (report RP0402 must -# not be disabled). -int-import-graph= - -# Force import order to recognize a module as part of the standard -# compatibility libraries. -known-standard-library= - -# Force import order to recognize a module as part of a third party library. -known-third-party=enchant - -# Couples of modules and preferred modules, separated by a comma. -preferred-modules= - - -[DESIGN] - -# Maximum number of arguments for function / method. -max-args=5 - -# Maximum number of attributes for a class (see R0902). -max-attributes=7 - -# Maximum number of boolean expressions in an if statement (see R0916). -max-bool-expr=5 - -# Maximum number of branch for function / method body. -max-branches=12 - -# Maximum number of locals for function / method body. -max-locals=15 - -# Maximum number of parents for a class (see R0901). -max-parents=7 - -# Maximum number of public methods for a class (see R0904). -max-public-methods=20 - -# Maximum number of return / yield for function / method body. -max-returns=6 - -# Maximum number of statements in function / method body. -max-statements=50 - -# Minimum number of public methods for a class (see R0903). -min-public-methods=2 - - -[CLASSES] - -# List of method names used to declare (i.e. assign) instance attributes. -defining-attr-methods=__init__, - __new__, - setUp, - __post_init__ - -# List of member names, which should be excluded from the protected access -# warning. -exclude-protected=_asdict, - _fields, - _replace, - _source, - _make - -# List of valid names for the first argument in a class method. -valid-classmethod-first-arg=cls - -# List of valid names for the first argument in a metaclass class method. -valid-metaclass-classmethod-first-arg=cls - - -[EXCEPTIONS] - -# Exceptions that will emit a warning when being caught. Defaults to -# "BaseException, Exception". -overgeneral-exceptions=BaseException, - Exception - From 8381da3d858652bd92c464051a88356c45c813fc Mon Sep 17 00:00:00 2001 From: MegEngine Date: Thu, 4 Nov 2021 18:24:14 +0800 Subject: [PATCH 02/11] update --- README | 1 + 1 file changed, 1 insertion(+) create mode 100644 README diff --git a/README b/README new file mode 100644 index 0000000..14d1d14 --- /dev/null +++ b/README @@ -0,0 +1 @@ +modelserving template From 9c7e32b2fad110ca482b6b1ff1574964f4a360b8 Mon Sep 17 00:00:00 2001 From: MegEngine Date: Sat, 6 Nov 2021 14:22:12 +0800 Subject: [PATCH 03/11] update(modelserving): update template --- .gitignore | 23 +------------ README | 1 - README.md | 18 ++++++++++ __init__.py | 10 ++++++ config.toml | 32 +++++++++++++++++ lite.py | 89 ++++++++++++++++++++++++++++++++++++++++++++++++ model.py | 36 ++++++++++++++++++++ requirements.txt | 2 ++ requires.sh | 7 ++++ requires.txt | 4 +++ 10 files changed, 199 insertions(+), 23 deletions(-) delete mode 100644 README create mode 100644 README.md create mode 100644 __init__.py create mode 100644 config.toml create mode 100644 lite.py create mode 100644 model.py create mode 100644 requirements.txt create mode 100644 requires.sh create mode 100755 requires.txt diff --git a/.gitignore b/.gitignore index b657038..ed8ebf5 100644 --- a/.gitignore +++ b/.gitignore @@ -1,22 +1 @@ -/gh-pages -__pycache__ -*.out -*.pyc -*.pid -*.sock -*~ -target/ -*.pyo -*.so -.eggs -.tox -dist -build -.pytest_cache -*.egg-info -setuptools_rust/version.py -pyo3 -docs/_build -*.dot -.clippy.toml -run_with_plugins_inner +__pycache__ \ No newline at end of file diff --git a/README b/README deleted file mode 100644 index 14d1d14..0000000 --- a/README +++ /dev/null @@ -1 +0,0 @@ -modelserving template diff --git a/README.md b/README.md new file mode 100644 index 0000000..853bbab --- /dev/null +++ b/README.md @@ -0,0 +1,18 @@ +# MegFlow Modelserving Template + +This doc is generated by `megflow-quickstart`. + +## How to run + +1. install requirements + +```bash +$ ./requires.sh +... +$ megflow-run -c ${APP}/config.toml -p ${APP} +... +``` + +2. open http://127.0.0.1:8080 in your web browser. + +3. click "try it out", choose an image, give an extra string (anything your want), POST diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..f57558f --- /dev/null +++ b/__init__.py @@ -0,0 +1,10 @@ +# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") +# +# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + +#!/usr/bin/env python +# coding=utf-8 diff --git a/config.toml b/config.toml new file mode 100644 index 0000000..89032d6 --- /dev/null +++ b/config.toml @@ -0,0 +1,32 @@ +main = "quickstart-modelserving" + +[[graphs]] +name = "subgraph" +inputs = [{ name = "inp", cap = 16, ports = ["model:inp"] }] +outputs = [{ name = "out", cap = 16, ports = ["model:out"] }] +connections = [ +] + + [[graphs.nodes]] + name = "model" + ty = "Model" + path = "##PATH##" + device = "cpu" + device_id = 0 + +[[graphs]] +name = "tutorial_01_image" +connections = [ + { cap = 16, ports = ["source:out", "destination:inp"] }, + { cap = 16, ports = ["source:inp", "destination:out"] } +] + + [[graphs.nodes]] + name = "source" + ty = "ImageServer" + port = 8080 + response = "json" + + [[graphs.nodes]] + name = "destination" + ty = "subgraph" diff --git a/lite.py b/lite.py new file mode 100644 index 0000000..20e8ce7 --- /dev/null +++ b/lite.py @@ -0,0 +1,89 @@ +# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") +# +# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + +#!/usr/bin/env python +# coding=utf-8 + +import argparse +import time +import cv2 +import numpy as np +import megenginelite as mgelite +from loguru import logger + + +class PredictorLite: + def __init__( + self, + path, + device="gpu", + device_id=0, + ): + + if "gpu" in device.lower(): + device_type = mgelite.LiteDeviceType.LITE_CUDA + else: + device_type = mgelite.LiteDeviceType.LITE_CPU + + net_config = mgelite.LiteConfig(device_type=device_type) + ios = mgelite.LiteNetworkIO() + ios.add_input(mgelite.LiteIO("##INP##", is_host=True)) + + net = mgelite.LiteNetwork(config=net_config, io=ios) + net.device_id = device_id + net.load(path) + + inp_shape = net.get_io_tensor("##INP##").to_numpy().shape + self.HEIGHT = inp_shape[2] + self.WIDTH = inp_shape[3] + + self.net = net + + + def inference(self, img): + t0 = time.time() + + img = cv2.resize(img, (self.HEIGHT, self.WIDTH)) + # build input tensor + inp_data = self.net.get_io_tensor("##INP##") + inp_data.set_data_by_share(img) + + # forward + self.net.forward() + self.net.wait() + + # postprocess + output_keys = self.net.get_all_output_name() + output_dict = dict() + for key in output_keys: + value = self.net.get_io_tensor(key).to_numpy().tolist() + output_dict[key] = value + logger.debug("timecost: {:.4f}s".format(time.time() - t0)) + return json.dumps(output_dict) + + +def make_parser(): + parser = argparse.ArgumentParser("Single Model Demo!") + parser.add_argument("--path", + default="./test.png", + help="path to image") + parser.add_argument("--model", + default=None, + type=str, + help=".mge for eval") + return parser + + +if __name__ == "__main__": + args = make_parser().parse_args() + predictor = PredictorLite(args.model) + image = cv2.imread(args.path) + if image is None: + logger.error(f"open {args.path} failed") + out = predictor.inference(image) + logger.info(f'{out}') diff --git a/model.py b/model.py new file mode 100644 index 0000000..ab2abfe --- /dev/null +++ b/model.py @@ -0,0 +1,36 @@ +# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") +# +# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + +#!/usr/bin/env python +# coding=utf-8 + +import json +import numpy as np +from loguru import logger +from megflow import register + +from .lite import PredictorLite + + +@register(inputs=['inp'], outputs=['out']) +class Classify: + def __init__(self, name, arg): + logger.info("loading model...") + self.name = name + self._model = PredictorLite(path=arg['path'], + device=arg['device'], + device_id=arg['device_id']) + + def exec(self): + envelope = self.inp.recv() + if envelope is None: + return + + data = envelope.msg['data'] + result = self._model.inference(data) + self.out.send(envelope.repack(result)) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..b96544b --- /dev/null +++ b/requirements.txt @@ -0,0 +1,2 @@ +opencv-python +numpy diff --git a/requires.sh b/requires.sh new file mode 100644 index 0000000..6f413d3 --- /dev/null +++ b/requires.sh @@ -0,0 +1,7 @@ +# upgrade pip +python3 -m pip install --upgrade pip +# install partial requirements with tuna mirror +python3 -m pip install -i https://pypi.tuna.tsinghua.edu.cn/simple -r requires.txt +# install megenginelite for inference +python3 -m pip install megengine -f https://megengine.org.cn/whl/mge.html + diff --git a/requires.txt b/requires.txt new file mode 100755 index 0000000..55babca --- /dev/null +++ b/requires.txt @@ -0,0 +1,4 @@ +numpy +scipy +opencv-python +loguru From 9540771bad004cd9f2519b54a29cc93488e67fa6 Mon Sep 17 00:00:00 2001 From: MegEngine Date: Sat, 6 Nov 2021 14:59:39 +0800 Subject: [PATCH 04/11] style(branch): format code with yapf pep8 --- lite.py | 9 ++------- model.py | 2 +- 2 files changed, 3 insertions(+), 8 deletions(-) diff --git a/lite.py b/lite.py index 20e8ce7..069f33b 100644 --- a/lite.py +++ b/lite.py @@ -44,7 +44,6 @@ def __init__( self.net = net - def inference(self, img): t0 = time.time() @@ -69,9 +68,7 @@ def inference(self, img): def make_parser(): parser = argparse.ArgumentParser("Single Model Demo!") - parser.add_argument("--path", - default="./test.png", - help="path to image") + parser.add_argument("--path", default="./test.png", help="path to image") parser.add_argument("--model", default=None, type=str, @@ -83,7 +80,5 @@ def make_parser(): args = make_parser().parse_args() predictor = PredictorLite(args.model) image = cv2.imread(args.path) - if image is None: - logger.error(f"open {args.path} failed") out = predictor.inference(image) - logger.info(f'{out}') + print(out) diff --git a/model.py b/model.py index ab2abfe..005df88 100644 --- a/model.py +++ b/model.py @@ -26,7 +26,7 @@ def __init__(self, name, arg): device=arg['device'], device_id=arg['device_id']) - def exec(self): + def exec (self): envelope = self.inp.recv() if envelope is None: return From fc321a2690174b0445de5fd77601361b67e4b4e1 Mon Sep 17 00:00:00 2001 From: MegEngine Date: Mon, 8 Nov 2021 12:13:47 +0800 Subject: [PATCH 05/11] feat(template): add image pipeline template --- model.py => attr.py | 17 ++------- config.toml | 29 +++++++++------- det.py | 27 +++++++++++++++ lite.py | 84 --------------------------------------------- 4 files changed, 47 insertions(+), 110 deletions(-) rename model.py => attr.py (58%) create mode 100644 det.py delete mode 100644 lite.py diff --git a/model.py b/attr.py similarity index 58% rename from model.py rename to attr.py index 005df88..4b4bbaf 100644 --- a/model.py +++ b/attr.py @@ -9,28 +9,17 @@ #!/usr/bin/env python # coding=utf-8 -import json -import numpy as np -from loguru import logger from megflow import register -from .lite import PredictorLite - - @register(inputs=['inp'], outputs=['out']) -class Classify: +class Attribute: def __init__(self, name, arg): - logger.info("loading model...") self.name = name - self._model = PredictorLite(path=arg['path'], - device=arg['device'], - device_id=arg['device_id']) def exec (self): envelope = self.inp.recv() if envelope is None: return + print('attr') + self.out.send(envelope) - data = envelope.msg['data'] - result = self._model.inference(data) - self.out.send(envelope.repack(result)) diff --git a/config.toml b/config.toml index 89032d6..569db96 100644 --- a/config.toml +++ b/config.toml @@ -1,21 +1,27 @@ -main = "quickstart-modelserving" +main = "image" + +[[nodes]] +name = "det" +ty = "Detect" +device = "cpu" +device_id = 0 + +[[nodes]] +name = "attr" +ty = "Attribute" +device = "cpu" +device_id = 0 [[graphs]] name = "subgraph" -inputs = [{ name = "inp", cap = 16, ports = ["model:inp"] }] -outputs = [{ name = "out", cap = 16, ports = ["model:out"] }] +inputs = [{ name = "inp", cap = 16, ports = ["det:inp"] }] +outputs = [{ name = "out", cap = 16, ports = ["attr:out"] }] connections = [ + { cap = 16, ports = ["det:out", "attr:inp"] }, ] - [[graphs.nodes]] - name = "model" - ty = "Model" - path = "##PATH##" - device = "cpu" - device_id = 0 - [[graphs]] -name = "tutorial_01_image" +name = "image" connections = [ { cap = 16, ports = ["source:out", "destination:inp"] }, { cap = 16, ports = ["source:inp", "destination:out"] } @@ -25,7 +31,6 @@ connections = [ name = "source" ty = "ImageServer" port = 8080 - response = "json" [[graphs.nodes]] name = "destination" diff --git a/det.py b/det.py new file mode 100644 index 0000000..1f1272d --- /dev/null +++ b/det.py @@ -0,0 +1,27 @@ +# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") +# +# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + +#!/usr/bin/env python +# coding=utf-8 + +from megflow import register + +@register(inputs=['inp'], outputs=['out']) +class Detect: + def __init__(self, name, arg): + print('init det') + self.name = name + + def exec (self): + envelope = self.inp.recv() + print('det') + if envelope is None: + return + print('det') + self.out.send(envelope) + diff --git a/lite.py b/lite.py deleted file mode 100644 index 069f33b..0000000 --- a/lite.py +++ /dev/null @@ -1,84 +0,0 @@ -# MegFlow is Licensed under the Apache License, Version 2.0 (the "License") -# -# Copyright (c) 2019-2021 Megvii Inc. All rights reserved. -# -# Unless required by applicable law or agreed to in writing, -# software distributed under the License is distributed on an -# "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - -#!/usr/bin/env python -# coding=utf-8 - -import argparse -import time -import cv2 -import numpy as np -import megenginelite as mgelite -from loguru import logger - - -class PredictorLite: - def __init__( - self, - path, - device="gpu", - device_id=0, - ): - - if "gpu" in device.lower(): - device_type = mgelite.LiteDeviceType.LITE_CUDA - else: - device_type = mgelite.LiteDeviceType.LITE_CPU - - net_config = mgelite.LiteConfig(device_type=device_type) - ios = mgelite.LiteNetworkIO() - ios.add_input(mgelite.LiteIO("##INP##", is_host=True)) - - net = mgelite.LiteNetwork(config=net_config, io=ios) - net.device_id = device_id - net.load(path) - - inp_shape = net.get_io_tensor("##INP##").to_numpy().shape - self.HEIGHT = inp_shape[2] - self.WIDTH = inp_shape[3] - - self.net = net - - def inference(self, img): - t0 = time.time() - - img = cv2.resize(img, (self.HEIGHT, self.WIDTH)) - # build input tensor - inp_data = self.net.get_io_tensor("##INP##") - inp_data.set_data_by_share(img) - - # forward - self.net.forward() - self.net.wait() - - # postprocess - output_keys = self.net.get_all_output_name() - output_dict = dict() - for key in output_keys: - value = self.net.get_io_tensor(key).to_numpy().tolist() - output_dict[key] = value - logger.debug("timecost: {:.4f}s".format(time.time() - t0)) - return json.dumps(output_dict) - - -def make_parser(): - parser = argparse.ArgumentParser("Single Model Demo!") - parser.add_argument("--path", default="./test.png", help="path to image") - parser.add_argument("--model", - default=None, - type=str, - help=".mge for eval") - return parser - - -if __name__ == "__main__": - args = make_parser().parse_args() - predictor = PredictorLite(args.model) - image = cv2.imread(args.path) - out = predictor.inference(image) - print(out) From 0e1b6c1d00db236622a79d1388c4e47064d10886 Mon Sep 17 00:00:00 2001 From: MegEngine Date: Mon, 8 Nov 2021 12:18:49 +0800 Subject: [PATCH 06/11] feat(template): fix run error --- attr.py | 7 +++++-- config.toml | 2 ++ det.py | 8 ++++---- 3 files changed, 11 insertions(+), 6 deletions(-) diff --git a/attr.py b/attr.py index 4b4bbaf..708ae3d 100644 --- a/attr.py +++ b/attr.py @@ -11,15 +11,18 @@ from megflow import register + @register(inputs=['inp'], outputs=['out']) class Attribute: def __init__(self, name, arg): self.name = name + print('Attribute init') def exec (self): envelope = self.inp.recv() if envelope is None: return - print('attr') - self.out.send(envelope) + print("Attribute") + self.out.send(envelope) + # self.out.send(envelope.repack("json string")) diff --git a/config.toml b/config.toml index 569db96..c76807f 100644 --- a/config.toml +++ b/config.toml @@ -31,6 +31,8 @@ connections = [ name = "source" ty = "ImageServer" port = 8080 + # uncomment this line to return json string + # response = "json" [[graphs.nodes]] name = "destination" diff --git a/det.py b/det.py index 1f1272d..feabc1f 100644 --- a/det.py +++ b/det.py @@ -11,17 +11,17 @@ from megflow import register + @register(inputs=['inp'], outputs=['out']) class Detect: def __init__(self, name, arg): - print('init det') self.name = name + print('Detect init') def exec (self): envelope = self.inp.recv() - print('det') if envelope is None: return - print('det') - self.out.send(envelope) + print('Detect') + self.out.send(envelope) From ac50cc6d4fa1ad7e913c6aeffb140212381baa6d Mon Sep 17 00:00:00 2001 From: MegEngine Date: Mon, 8 Nov 2021 17:25:17 +0800 Subject: [PATCH 07/11] fix(template): remove useless --- requirements.txt | 2 -- 1 file changed, 2 deletions(-) delete mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index b96544b..0000000 --- a/requirements.txt +++ /dev/null @@ -1,2 +0,0 @@ -opencv-python -numpy From c6ad3fa28b95747c496208039fa2daff1f4c27fd Mon Sep 17 00:00:00 2001 From: tpoisonooo Date: Mon, 8 Nov 2021 19:01:45 +0800 Subject: [PATCH 08/11] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 853bbab..7b9e0c0 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# MegFlow Modelserving Template +# MegFlow Image Pipeline Template This doc is generated by `megflow-quickstart`. From 1cc507674d92dda3936402e4619259ffaa00f459 Mon Sep 17 00:00:00 2001 From: MegEngine Date: Tue, 21 Dec 2021 18:06:35 +0800 Subject: [PATCH 09/11] feat(project): add bytes server template --- attr.py | 4 ++-- config.toml | 4 +--- det.py | 2 ++ 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/attr.py b/attr.py index 708ae3d..780405e 100644 --- a/attr.py +++ b/attr.py @@ -24,5 +24,5 @@ def exec (self): return print("Attribute") - self.out.send(envelope) - # self.out.send(envelope.repack("json string")) + # self.out.send(envelope) + self.out.send(envelope.repack("json string")) diff --git a/config.toml b/config.toml index c76807f..cae8f23 100644 --- a/config.toml +++ b/config.toml @@ -29,10 +29,8 @@ connections = [ [[graphs.nodes]] name = "source" - ty = "ImageServer" + ty = "BytesServer" port = 8080 - # uncomment this line to return json string - # response = "json" [[graphs.nodes]] name = "destination" diff --git a/det.py b/det.py index feabc1f..cb5ab18 100644 --- a/det.py +++ b/det.py @@ -23,5 +23,7 @@ def exec (self): if envelope is None: return + data = envelope.msg['data'] + print(data) print('Detect') self.out.send(envelope) From f307c7e5e6521424e781e71db2cfb22225cb0ef6 Mon Sep 17 00:00:00 2001 From: tpoisonooo Date: Thu, 23 Dec 2021 16:40:05 +0800 Subject: [PATCH 10/11] Update README.md --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index 7b9e0c0..6ba6819 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,4 @@ -# MegFlow Image Pipeline Template - -This doc is generated by `megflow-quickstart`. +# MegFlow BytesServer Pipeline Template ## How to run From ac5beda087f40a9d6ffcbd5709196ea57d7fdb1f Mon Sep 17 00:00:00 2001 From: tpoisonooo Date: Mon, 27 Dec 2021 18:27:17 +0800 Subject: [PATCH 11/11] Update attr.py --- attr.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/attr.py b/attr.py index 780405e..510f9bf 100644 --- a/attr.py +++ b/attr.py @@ -24,5 +24,4 @@ def exec (self): return print("Attribute") - # self.out.send(envelope) - self.out.send(envelope.repack("json string")) + self.out.send(envelope)

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