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alibaba/pipcook 1125

Front-End Algorithm Engineering Platform based on Tensorflow.js

Southern/node-x509 97

Simple X509 certificate parser.

cocos-creator/firedoc 70

API Doc generator based on YUIDoc

koajs/koa-range 41

range request implementation for koa, see http://tools.ietf.org/html/rfc7233

macacajs/macaca-puppeteer 38

Macaca puppeteer driver

rvagg/archived-servertest 31

A simple HTTP server testing tool

cocos-creator-packages/ui-kit 30

The UI kit used in Editor Framework

cocos-creator-packages/ui-grid 7

A grid scale widget implemented by pixi graphcis module (WebGL)

weflex/react-touchable-tabular 4

A React Component to used to view tabular data based on facebook/fixed-data-table

cocos-creator/firedoc-theme-notab 3

A new theme without tab in navigation sidebar

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issue openedalibaba/pipcook

daemon: migration process takes 27s to get up

✔ skiped, daemon is not running.
npx: installed 80 in 27.745s
single process mode is still in experiment, please don't use it in production environment
Server is listening at http://localhost:6927, cost 30.716402275s

The npx takes too many seconds to install dependencies.

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The Pipcook GUI tools for Pipeline management and model visualization

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created repositoryimgcook/pipcook-plugin-tfjs-text-creation-model-train

The Pipcook model train plugin for text creation tasks.

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created repositoryimgcook/pipcook-plugin-tensorflow-image-generation-model-train

The Pipcook model train plugin for tensorflow-based image generation tasks.

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created repositoryimgcook/pipcook-plugin-tfjs-image-classification-model-train

The Pipcook model train plugin for tfjs-based image classification tasks.

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created repositoryimgcook/pipcook-plugin-tensorflow-image-classification-model-train

The Pipcook model train plugin for tensorflow-based image classification tasks.

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created repositoryimgcook/pipcook-plugin-fasttext-model-train

The Pipcook model train plugin for FastText

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created repositoryimgcook/pipcook-plugin-detectron-model-train

The Pipcook model train plugin for detectron2

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created repositoryimgcook/pipcook-plugin-bayesian-model-train

The Pipcook model train plugin for bayes

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issue openedalibaba/pipcook

costa: add retry to install python packages

[info]:   Downloading https://files.pythonhosted.org/packages/1a/3b/fa92ece1e58a6a48ec598bab327f39d69808133e5b2fb33002ca754e381e/torch-1.4.0-cp37-cp37m-manylinux1_x86_64.whl (753.4MB)
[warn]: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
[warn]:     torch==1.4.0 from https://files.pythonhosted.org/packages/1a/3b/fa92ece1e58a6a48ec598bab327f39d69808133e5b2fb33002ca754e381e/torch-1.4.0-cp37-cp37m-manylinux1_x86_64.whl#sha256=8fff03bf7b474c16e4b50da65ea14200cc64553b67b9b2307f9dc7e8c69b9d28:
[warn]:         Expected sha256 8fff03bf7b474c16e4b50da65ea14200cc64553b67b9b2307f9dc7e8c69b9d28
[warn]:              Got        aa5155c34a27781e23b5ce784f027076a602b2d7b1c72eda3e131dfd15157017
[warn]: 
[warn]: You are using pip version 19.0.3, however version 20.2.2 is available.
[warn]: You should consider upgrading via the 'pip install --upgrade pip' command.
[fail]: invalid code 1 from /home/runner/.pipcook/plugins/conda_envs/@pipcook/plugins-detectron-fasterrcnn-model-define@1.1.0/bin/pip3

If we were to support retry after failure, we could decrease the failed times.

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The Pipcook model evaluate plugin for tensorflow-based image generation tasks.

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The Pipcook model evaluate plugin for tfjs-based image classification tasks.

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The Pipcook model evaluate plugin for tensorflow-based image classification tasks.

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The Pipcook model evaluate plugin for FastText

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The Pipcook model evaluate plugin for facebook/detectron2

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created repositoryimgcook/pipcook-plugin-bayesian-evaluator

The Pipcook model evaluate plugin for bayesian model.

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issue commentalibaba/pipcook

Actions speed up.

I think the lint should be in front of the npm-install.

FeelyChau

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daemon: fix migration script (#440)

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PR merged alibaba/pipcook

daemon: fix migration script pipcook daemon

Fix migration error.

+8 -8

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pull request commentalibaba/pipcook

test: add plugin level unit test

Shall we move this to separated plugin repository?

WenheLI

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issue commentalibaba/pipcook

v1.2.0 Roadmap

@rickycao-qy @WenheLI @FeelyChau Please update your plans at 1.2.0, /cc @liangzr :)

yorkie

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issue openedalibaba/pipcook

v1.2.0 Roadmap

There are the followings that we need in our next minor release 1.1.0:

  • [ ] Pipeline & plugin @rickycao-qy
    • [ ] optimization of installing plugins
    • [ ] optimization of initializing daemon
    • [ ] (TODO)
  • [ ] Daemon internals @FeelyChau
    • [ ] (TODO)
  • [ ] Pipboard @yorkie
    • [ ] new design and interfaces.
    • [ ] tensorboard integration.
  • [ ] CI/CD @FeelyChau
    • [ ] optimization of building.
    • [ ] (TODO)
  • [ ] Models & algorithms @yorkie
    • [ ] Text Summary
    • [ ] Bert-based NER
    • [ ] (TODO)
  • [ ] Bugs & Issues
    • [ ] #263 crushed when I run the output model.

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issue closedalibaba/pipcook

roadmap: v1.1.0

There are the followings that we need in our next minor release 1.1.0:

  • [x] Pipeline & plugin @rickycao-qy
    • [ ] more detailed API references which help plugin developer to work easier(#350 ).
    • [x] more util functions based on the current builtin plugins(#306).
    • [x] introduce the stream-based pipeline, it decreases the cost of running a pipeline(#335 ).
    • [ ] provide a sandboxed file system for plugin developers.
  • [x] Daemon internals @FeelyChau
    • [x] add plugin manager.
    • [x] add JSSDK for Pipcook Daemon.
    • [x] resolve the SQLite migration issue when schemas are changed.
    • [ ] ~disallow the local mode to run pipeline and install plugins, using import-maps instead.~
    • [ ] ~add Aliyun EAS output format.~
  • [ ] Pipboard @yorkie
    • [x] a more flexible and easier user interface for configuring a pipeline.
    • [x] remove the tfjs-node by running playground models in browsers(#297).
    • [x] add plugin management.
  • [x] CI/CD @FeelyChau @yorkie
    • [ ] validation for all the pipelines.
    • [x] automatical nightly release.
    • [x] decrease the build time.
  • [x] Models & algorithms @yorkie
    • [ ] add BERT-based model plugins and pipeline, in which we could optimize the pre-trained-integrated pipeline.
      • [ ] add new Bert-based NER plugins and pipeline.
    • [x] tutorial about writing a model plugin, it guides others to contribute model-related plugins.
      • [x] add Python runtime to costa runnable.
  • [ ] Bugs & Issues
    • [x] #277 plugin: the tfjs-based train plugin will be OOM because it reads all files into memory
    • [ ] #263 crushed when I run the output model.
    • [x] #261 plugin: data-process jimp.normalize is not the normalize
    • [x] #258 plugin: mnist-data-collect/image-data-process is too slow to handle data
    • [x] #249 daemon: how do we handle with the database migration
    • [x] #240 daemon: use randomBytes() instead of uuid

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issue commentalibaba/pipcook

roadmap: v1.1.0

v1.1.0 has been release, closing.

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Actions speed up.

What files will be put to artifact?

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PR closed yodaos-project/ShadowNode

os: add method `tmpdir()` os

<!-- Thank you for your pull request. Please provide a description above and review the requirements below.

Bug fixes and new features should include tests and possibly benchmarks. -->

Implements the Node.js os API: https://nodejs.org/dist/latest-v12.x/docs/api/os.html#os_os_tmpdir

Checklist

<!-- Remove items that do not apply. For completed items, change [ ] to [x]. -->

  • [x] npm test passes
  • [x] tests and/or benchmarks are included
  • [x] documentation is changed or added
+40 -1

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boa: fix crush if import a nonexistent module (#433)

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issue commentalibaba/pipcook

Build: Faster Building Process

Obviously esbuild in parallel wins!

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sdk: throw message if uploadFile error (#428)

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sdk: fix missing dependency form-data (#427)

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PR merged alibaba/pipcook

sdk: fix missing dependency form-data sdk
+2 -0

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Pull request review commentalibaba/pipcook

sdk: fix missing dependency form-data

     "@pipcook/pipcook-core": "^1.0.5",     "axios": "^0.18.1",     "eventsource": "^1.0.7",-    "fs-extra": "^8.1.0"+    "fs-extra": "^8.1.0",+    "form-data": "^3.0.0"

Is the @types package missing, too?

FeelyChau

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Pull request review commentalibaba/pipcook

daemon: add fix for db migration

 export default {     return queryInterface.sequelize.transaction(async t => {       const tableNames = await queryInterface.showAllTables();       if (tableNames.indexOf('pipelines') >= 0) {-        await queryInterface.removeColumn('pipelines', 'datasetProcess', { transaction: t });-        await queryInterface.removeColumn('pipelines', 'datasetProcessParams', { transaction: t });+        const tables = await queryInterface.describeTable('pipelines');

Ditto

WenheLI

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Pull request review commentalibaba/pipcook

daemon: add fix for db migration

 export default {     return queryInterface.sequelize.transaction(async t => {       const tableNames = await queryInterface.showAllTables();       if (tableNames.indexOf('pipelines') >= 0) {+        const tables = await queryInterface.describeTable('pipelines');

It can be renamed to table?

WenheLI

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Pull request review commentalibaba/pipcook

daemon: add fix for db migration

 function createPidfileSync(pathname) {    if (fs.existsSync(PIPCOOK_DB)) {     // run migration in sub-process-    execSync('npm run migration');+    const res = execSync('npm run migration', {+      "cwd": __dirname
      'cwd': __dirname
WenheLI

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issue closedalibaba/pipcook

pipeline: the new design for the next stable(v1.2)

Now we have the pipeline is working on our v1.0 release, however, it's too slow to get training ASAP, therefore I'm figuring out a new design for Pipeline, which is able to let the plugins and pipeline work together for the decreased cost to start the training process.

It's still hard a bit to write/migrate a model plugin for JavaScript developer, so I decided to provide the Python-only developing environment, it means an algorithm engineer could contribute a new model-define plugin with Python only.

Except for the above, we will have a try to put the training process on a headless chrome via Tensorflow.js WebGL backend, it makes it possible to take the GPU acceleration on MacBook for Tensorflow.js stack, and this may provide an easy way to get started for JavaScript developers.

Details

The core of the new design is to introduce a Resource which extends Array:

  • Resource would define its batch, the minimum unit to pass to the next plugin/node.
  • the downstream plugin/node will call await res.get() to wait for the whole list is ready, for example, the model-define will wait for the data-access's feature resource is ready.
  • the downstream plugin/node will call await res.next(n) to wait for only the n batches are ready, for example, the model-train is able to build its data loader via dataset.next(10) from data-access, too. The former will start training when there is a 10-batches of the resource are ready.

With the new Resource type, every plugin could custom its needs to the upstream, and some well-defined plugins could make the Pipeline is training ASAP.

To support write a model plugin in Python is dead simple, the only thing is to wrap a Python API for plugin development, and integrating the Python plugin via boa, and both Python and Node.js is running in a runnable.

By the way, we need to support another type of runnable at @pipcook/costa project, the new runnable will be running at a headless browser, it means that our tfjs-based plugins should be compatible with browser environment.

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yorkie

issue commentalibaba/pipcook

pipeline: the new design for the next stable(v1.2)

It has been finished.

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plugins: lock the version of python dependencies (#424)

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delete branch : plugins/lock-version-opencv

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PR merged alibaba/pipcook

plugins: lock the version of python dependencies plugin

The latest version of opencv-python is 4.3.0.38, but it costs too much time to build, so we lock it at 4.3.0.36.

+27 -27

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FeelyChau

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pull request commentalibaba/pipcook

plugins: lock the version of python dependencies

The opencv-python version seems wrong:

[warn]:   Could not find a version that satisfies the requirement opencv-python==4.3.0.36 (from versions: 3.4.2.17, 3.4.3.18, 3.4.4.19, 3.4.5.20, 3.4.6.27, 3.4.7.28, 3.4.8.29, 3.4.9.31, 3.4.9.33, 3.4.10.37, 4.0.0.21, 4.0.1.23, 4.0.1.24, 4.1.0.25, 4.1.1.26, 4.1.2.30, 4.2.0.32, 4.2.0.34, 4.3.0.38)
[warn]: No matching distribution found for opencv-python==4.3.0.36
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Pull request review commentalibaba/pipcook

deamon: run migration script when booting

 const os = require('os'); const { pathExists } = require('fs-extra'); const fs = require('fs'); const { start } = require('egg');+const { exec } = require('child_process');

This is why I added this comment, it might run the migration when a user is requesting something.

WenheLI

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costa: fix test timeout (#422)

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PR merged alibaba/pipcook

costa: fix test timeout costa tests

fix 2 problems:

  1. the test cases should be idempotent, so make sure the environment clean before test;
  2. the boa package need to be downloaded when test, it costs too much time, we can symlink from the project directory.
+21 -1

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Pull request review commentalibaba/pipcook

deamon: run migration script when booting

 const os = require('os'); const { pathExists } = require('fs-extra'); const fs = require('fs'); const { start } = require('egg');+const { exec } = require('child_process');

What you meant is async+await? Actually we can't use this way in this use case because the top-level await has not supported.

WenheLI

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Add labelArray into metadata for convenience of predicting label (#409)

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doc: fix pipeline config file format error (#412)

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doc: fix command typo (#415)

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daemon: add migration support (#397) * feat: add migration support Co-authored-by: Yorkie Liu <yorkiefixer@gmail.com>

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costa: add python runnable for machine-learning developers (#388)

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daemon: check table before migration (#417)

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build: fix prerelease at daily release (#414)

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WenheLI

commit sha 611d81354e5e3a49b6f5dec1e03a76f5fe82d435

plugin: add GlobalDataProcess Plugin (#381) * feat: add GlobalDataProcess plugin * fix: fix lint issue * fix: fix lint issue & rename datasetProcess * add * fix: add inline comments * doc: fix command typo (#415) * daemon: add migration support (#397) * feat: add migration support Co-authored-by: Yorkie Liu <yorkiefixer@gmail.com> * costa: add python runnable for machine-learning developers (#388) Co-authored-by: Eder <jzx19951028yyjy@163.com> Co-authored-by: Yorkie Liu <yorkiefixer@gmail.com>

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Ricky Zhou

commit sha c2425f1082db99717e1a9e3f34f3bf308894022a

test(boa): add dynamic import test on esm (#421)

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yorkie

commit sha cf639060277b4164bbb408bc756490752f168ee1

daemon, core: add ModelInferenceType in core and use it in plugins

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Yorkie Liu

commit sha ebf9a32cc4279b135b420b1b2033ec52c91468b4

boa: use the static version to fix build failure (#383)

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WenheLI

commit sha dd36f0f6d629d79a574fb2a74d5c8fb9c15baff4

feat: add nightly release (#378)

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Ruikun Cao

commit sha ba65cd64a7a263f046806748b061d3bdffbde178

Publish v1.0.5 (#387) - @pipcook/app@1.0.5 - @pipcook/boa@1.0.5 - @pipcook/pipcook-cli@1.0.5 - @pipcook/pipcook-core@1.0.5 - @pipcook/costa@1.0.5 - @pipcook/daemon@1.0.5 - @pipcook/pipboard@1.0.5 - @pipcook/plugins-coco-data-access@1.0.5 - @pipcook/plugins-csv-data-access@1.0.5 - @pipcook/plugins-pascalvoc-data-access@1.0.5 - @pipcook/plugins-textline-data-access@1.0.5 - @pipcook/plugins-chinese-poem-data-collect@1.0.5 - @pipcook/plugins-csv-data-collect@1.0.5 - @pipcook/plugins-fasttext-data-collect@1.0.5 - @pipcook/plugins-image-classification-data-collect@1.0.5 - @pipcook/plugins-mnist-data-collect@1.0.5 - @pipcook/plugins-object-detection-coco-data-collect@1.0.5 - @pipcook/plugins-object-detection-pascalvoc-data-collect@1.0.5 - @pipcook/plugins-image-data-process@1.0.5 - @pipcook/plugins-bayesian-model-define@1.0.5 - @pipcook/plugins-detectron-fasterrcnn-model-define@1.0.5 - @pipcook/plugins-detectron-maskrcnn-model-define@1.0.5 - @pipcook/plugins-fasttext-model-define@1.0.5 - @pipcook/plugins-tensorflow-cycle-gan-model-define@1.0.5 - @pipcook/plugins-tensorflow-mobilenet-model-define@1.0.5 - @pipcook/plugins-tensorflow-resnet-model-define@1.0.5 - @pipcook/plugins-tfjs-mobilenet-model-define@1.0.5 - @pipcook/plugins-tfjs-simplecnn-model-define@1.0.5 - @pipcook/plugins-tfjs-text-lstm-model-define@1.0.5 - @pipcook/plugins-bayesian-model-evaluate@1.0.5 - @pipcook/plugins-detectron-model-evaluate@1.0.5 - @pipcook/plugins-fasttext-model-evaluate@1.0.5 - @pipcook/plugins-image-classification-tensorflow-model-evaluate@1.0.5 - @pipcook/plugins-image-classification-tfjs-model-evaluate@1.0.5 - @pipcook/plugins-image-generation-tensorflow-model-evaluate@1.0.5 - @pipcook/plugins-text-creation-tfjs-model-evaluate@1.0.5 - @pipcook/plugins-tensorflow-model-load@1.0.5 - @pipcook/plugins-bayesian-model-train@1.0.5 - @pipcook/plugins-detectron-model-train@1.0.5 - @pipcook/plugins-fasttext-model-train@1.0.5 - @pipcook/plugins-image-classification-tensorflow-model-train@1.0.5 - @pipcook/plugins-image-classification-tfjs-model-train@1.0.5 - @pipcook/plugins-image-generation-tensorflow-model-train@1.0.5 - @pipcook/plugins-text-creation-tfjs-model-train@1.0.5 - @pipcook/sdk@1.0.5

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feely

commit sha 470de29d58f5b7a5484c74252665fa2f48496ac4

daemon: reference plugin name from core (#385)

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feely

commit sha 1dd3f74602a6ac26a19fd1aa55369f4537a6c7fb

core: fix test error (#391)

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豆糜

commit sha 3271e0787fe597a2d0a41a98070b5bdb93b196e4

fix: installation guide url (#386)

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WenheLI

commit sha c0ac74ed9b2a5d2553293f38e7f3f3fc786c1296

CI/CD: fix beta release skipping (#393) * fix: add from-git argument * fix: change preid to beta

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Yorkie Liu

commit sha 2175ca05d7a790bab0f2e483f56f830a6b4c30e3

build: tweak the versions to decrease root packages' size (#392)

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feely

commit sha 4b15d60eae5fd4cc6c96cecfcc2309e709910e2b

core: replace shortid with nanoid (#394)

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Johannes

commit sha 231bbcc7cb13b1c1264c3bc4e7b65c82978038e0

fix: path of the pipeline examples (#396)

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feely

commit sha 37b859f06c77d5489aaf3a58553e194240176a24

boa: fix redownload pybind11 when execute `lerna add` (#395)

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Yorkie Liu

commit sha c9343cbff1f9b0c9f1fcefe8cb77d5688a7d4698

build, doc: remove deprecated typedoc-plugin-lerna (#400) And we will generate our API documentation separately: 1. Pipcook SDK API 2. Pipcook Core API

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Yorkie Liu

commit sha 7760fb6c2795c9dc0c11ed87ec0e79400ee32921

boa: generate object instead of `dict` to Python function (#389)

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WenheLI

commit sha ac00e872b34c308421a67601e84e11949f9c12d1

build: re-installation takes too long (#399)

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CandyQiu

commit sha 729700fcf6478dbed60fc050296bb0126aa7ee46

plugin: don't load prebuilt "imagenet" weights when inferencing (#372)

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WenheLI

commit sha 6fbc76873af4b1e906bdc39b405694501800898b

build: add beta preid to version (#402) * feat: add preid * fix: remove preid under lerna publish

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yorkie

commit sha 23a6bc7a89b410b8c7a9691ba3315d591b09c25b

Merge branch 'fix/gh-331' of github.com:alibaba/pipcook into fix/gh-331

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yorkie

commit sha f840d7cb339bbd01085bde0d86da771dd5ee2380

add ModelInferenceType in core and use it in plugins

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yorkie

commit sha f147440f6ed9f4df3cb0b0de7f973d9af1b063e1

deploy: c2425f1082db99717e1a9e3f34f3bf308894022a

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