From f2e4c40cee1a623e1e53602332825a5386449d28 Mon Sep 17 00:00:00 2001 From: Shengsheng Huang Date: Tue, 18 Oct 2022 15:35:31 +0800 Subject: [PATCH] change the readthedocs theme and reorg the sections (#6056) * refactor toc * refactor toc * Change to pydata-sphinx-theme and update packages requirement list for ReadtheDocs * Remove customized css for old theme * Add index page to each top bar section and limit dropdown maximum to be 4 * Use js to change 'More' to 'Libraries' * Add custom.css to conf.py for further css changes * Add BigDL logo and search bar * refactor toc * refactor toc and add overview * refactor toc and add overview * refactor toc and add overview * refactor get started * add paper and video section * add videos * add grid columns in landing page * add document roadmap to index * reapply search bar and github icon commit * reorg orca and chronos sections * Test: weaken ads by js * update: change left attrbute * update: add comments * update: change opacity to 0.7 * Remove useless theme template override for old theme * Add sidebar releases component in the home page * Remove sidebar search and restore top nav search button * Add BigDL handouts * Add back to homepage button to pages except from the home page * Update releases contents & styles in left sidebar * Add version badge to the top bar * Test: weaken ads by js * update: add comments * remove landing page contents * rfix chronos install * refactor install * refactor chronos section titles * refactor nano index * change chronos landing * revise chronos landing page * add document navigator to nano landing page * revise install landing page * Improve css of versions in sidebar * Make handouts image pointing to a page in new tab * add win guide to install * add dliib installation * revise title bar * rename index files * add index page for user guide * add dllib and orca API * update user guide landing page * refactor side bar * Remove extra style configuration of card components & make different card usage consistent * Remove extra styles for Nano how-to guides * Remove extra styles for Chronos how-to guides * Remove dark mode for now * Update index page description * Add decision tree for choosing BigDL libraries in index page * add dllib models api, revise core layers formats * Change primary & info color in light mode * Restyle card components * Restructure Chronos landing page * Update card style * Update BigDL library selection decision tree * Fix failed Chronos tutorials filter * refactor PPML documents * refactor and add friesian documents * add friesian arch diagram * update landing pages and fill key features guide index page * Restyle link card component * Style video frames in PPML sections * Adjust Nano landing page * put api docs to the last in index for convinience * Make badge horizontal padding smaller & small changes * Change the second letter of all header titles to be small capitalizd * Small changes on Chronos index page * Revise decision tree to make it smaller * Update: try to change the position of ads. * Bugfix: deleted nonexist file config * Update: update ad JS/CSS/config * Update: change ad. * Update: delete my template and change files. * Update: change chronos installation table color. * Update: change table font color to --pst-color-primary-text * Remove old contents in landing page sidebar * Restyle badge for usage in card footer again * Add quicklinks template on landing page sidebar * add quick links * Add scala logo * move tf, pytorch out of the link * change orca key features cards * fix typo * fix a mistake in wording * Restyle badge for card footer * Update decision tree * Remove useless html templates * add more api docs and update tutorials in dllib * update chronos install using new style * merge changes in nano doc from master * fix quickstart links in sidebar quicklinks * Make tables responsive * Fix overflow in api doc * Fix list indents problems in [User guide] section * Further fixes to nested bullets contents in [User Guide] section * Fix strange title in Nano 5-min doc * Fix list indent problems in [DLlib] section * Fix misnumbered list problems and other small fixes for [Chronos] section * Fix list indent problems and other small fixes for [Friesian] section * Fix list indent problem and other small fixes for [PPML] section * Fix list indent problem for developer guide * Fix list indent problem for [Cluster Serving] section * fix dllib links * Fix wrong relative link in section landing page Co-authored-by: Yuwen Hu Co-authored-by: Juntao Luo <1072087358@qq.com> --- .../image/friesian_architecture.png | Bin 0 -> 219429 bytes docs/readthedocs/image/scala_logo.png | Bin 0 -> 795 bytes docs/readthedocs/requirements-doc.txt | 8 +- .../css/chronos_installation_guide.css | 4 +- .../readthedocs/source/_static/css/custom.css | 90 +- .../_static/js/chronos_installation_guide.js | 14 +- .../source/_static/js/chronos_tutorial.js | 3 +- docs/readthedocs/source/_static/js/custom.js | 26 + 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sphinx-external-toc==0.3.0 nbsphinx==0.8.9 ipython==7.34.0 sphinx-design==0.2.0 -nbsphinx-link==1.3.0 \ No newline at end of file +nbsphinx-link==1.3.0 +pydata-sphinx-theme==0.11.0 \ No newline at end of file diff --git a/docs/readthedocs/source/_static/css/chronos_installation_guide.css b/docs/readthedocs/source/_static/css/chronos_installation_guide.css index 8bfc2412..11229176 100644 --- a/docs/readthedocs/source/_static/css/chronos_installation_guide.css +++ b/docs/readthedocs/source/_static/css/chronos_installation_guide.css @@ -11,7 +11,7 @@ } #table-1 tr, td{ - background-color: rgb(240, 241, 245); + background-color: var(--pst-color-on-surface); height: 30px; border-width: 2px; border-style: solid; @@ -26,7 +26,7 @@ #table-1 td{ font-size: 16px; font-family: Verdana; - color: rgb(15, 24, 33); + color: var(--pst-color-text-base); text-align: center; /* height: 56px; line-height: 56px; */ diff --git a/docs/readthedocs/source/_static/css/custom.css b/docs/readthedocs/source/_static/css/custom.css index 023bf856..3f105261 100644 --- a/docs/readthedocs/source/_static/css/custom.css +++ b/docs/readthedocs/source/_static/css/custom.css @@ -1,65 +1,63 @@ -/*Extends the docstring signature box.*/ -.rst-content dl:not(.docutils) dt { - display: block; - padding: 10px; - word-wrap: break-word; - padding-right: 100px; -} -/*Lists in an admonition note do not have awkward whitespace below.*/ -.rst-content .admonition-note .section ul { - margin-bottom: 0px; -} -/*Properties become blue (classmethod, staticmethod, property)*/ -.rst-content dl dt em.property { - color: #2980b9; - text-transform: uppercase; +/* change primary & info color for light mode*/ +html[data-theme="light"] { + --pst-color-primary: rgb(1, 113, 195); + --pst-color-info: rgb(1, 113, 195); } -.rst-content .section ol p, -.rst-content .section ul p { - margin-bottom: 0px; +/* ectra css variables */ +:root { + --pst-color-info-tiny-opacity: rgba(1, 113, 195, 0.1); + --pst-color-info-low-opacity: rgba(1, 113, 195, 0.25); } -div.sphx-glr-bigcontainer { - display: inline-block; - width: 100%; + +/* align items in the left part of header to the ground*/ +.bd-header #navbar-start { + align-items: end; } -td.tune-colab, -th.tune-colab { - border: 1px solid #dddddd; - text-align: left; - padding: 8px; +/* for version badge, possible for other badges*/ +.version-badge{ + border: 1px solid var(--pst-color-primary); + border-radius: 0.25rem; + color: var(--pst-color-primary); + padding: 0.1rem 0.25rem; + font-size: var(--pst-font-size-milli); } -/* Adjustment to Sphinx Book Theme */ -.table td { - /* Remove row spacing */ - padding: 0; +/* for card components */ +.bd-content .sd-card { + border: none; + border-left: .2rem solid var(--pst-color-info-low-opacity); } -table { - /* Force full width for all table */ - width: 136% !important; +.bd-content .sd-card .sd-card-header{ + background-color: var(--pst-color-info-tiny-opacity); + border: none; } -img.inline-figure { - /* Override the display: block for img */ - display: inherit !important; +.bigdl-link-card:hover{ + border-left: .2rem solid var(--pst-color-info); } -#version-warning-banner { - /* Make version warning clickable */ - z-index: 1; +/* for sphinx-design badge components (customized for usage in card footer)*/ +.sd-badge{ + padding: .35em 0em; + font-size: 0.9em; } -span.rst-current-version > span.fa.fa-book { - /* Move the book icon away from the top right - * corner of the version flyout menu */ - margin: 10px 0px 0px 5px; +/* for landing page side bar */ +.bigdl-quicklinks-section-nav{ + padding-bottom: 0.5rem; + padding-left: 1rem; } -/* Adjustment to Version block */ -.rst-versions { - z-index: 1200 !important; +.bigdl-quicklinks-section-title{ + color: var(--pst-color-primary); } + +/* force long parameter definition (which occupy a whole line) + to break in api documents for class/method */ +.sig-object{ + overflow-wrap: break-word; +} \ No newline at end of file diff --git a/docs/readthedocs/source/_static/js/chronos_installation_guide.js b/docs/readthedocs/source/_static/js/chronos_installation_guide.js index b9fbae35..5709217e 100644 --- a/docs/readthedocs/source/_static/js/chronos_installation_guide.js +++ b/docs/readthedocs/source/_static/js/chronos_installation_guide.js @@ -232,8 +232,8 @@ function refresh_cmd(){ //set the color of selected buttons function set_color(id){ - $("#"+id).parent().css("background-color","rgb(74, 106, 237)"); - $("#"+id).css("color","white"); + $("#"+id).parent().css("background-color","var(--pst-color-primary)"); + $("#"+id).css("color","var(--pst-color-primary-text)"); $("#"+id).addClass("isset"); } @@ -241,7 +241,7 @@ function set_color(id){ function reset_color(list){ for (btn in list){ $("#"+list[btn]).parent().css("background-color","transparent"); - $("#"+list[btn]).css("color","black"); + $("#"+list[btn]).css("color","var(--pst-color-text-base)"); $("#"+list[btn]).removeClass("isset"); } } @@ -254,7 +254,7 @@ function disable(list){ } reset_color(list); for(btn in list){ - $("#"+list[btn]).parent().css("background-color","rgb(133, 133, 133)"); + $("#"+list[btn]).parent().css("background-color","var(--pst-color-muted)"); } } @@ -303,14 +303,14 @@ $(document).on('click',"button",function(){ $(document).on({ mouseenter: function () { if($(this).prop("disabled")!=true){ - $(this).parent().css("background-color","rgb(74, 106, 237)"); - $(this).css("color","white"); + $(this).parent().css("background-color","var(--pst-color-primary)"); + $(this).css("color","var(--pst-color-primary-text)"); } }, mouseleave: function () { if(!$(this).hasClass("isset") && $(this).prop("disabled")!=true){ $(this).parent().css("background-color","transparent"); - $(this).css("color","black"); + $(this).css("color","var(--pst-color-text-base)"); } } }, "button"); diff --git a/docs/readthedocs/source/_static/js/chronos_tutorial.js b/docs/readthedocs/source/_static/js/chronos_tutorial.js index 1c66daf1..39abda71 100644 --- a/docs/readthedocs/source/_static/js/chronos_tutorial.js +++ b/docs/readthedocs/source/_static/js/chronos_tutorial.js @@ -24,8 +24,9 @@ function disCheck(ids){ //event when click the checkboxes $(".checkboxes").click(function(){ //get all checked values + //class checkboxes is specified to avoid selecting toctree checkboxes (arrows) var vals = []; - $('input:checkbox:checked').each(function (index, item) { + $('.checkboxes:input:checkbox:checked').each(function (index, item) { vals.push($(this).val()); }); diff --git a/docs/readthedocs/source/_static/js/custom.js b/docs/readthedocs/source/_static/js/custom.js new file mode 100644 index 00000000..ab7d3019 --- /dev/null +++ b/docs/readthedocs/source/_static/js/custom.js @@ -0,0 +1,26 @@ +$(document).ready(function(){ +// $('.btn.dropdown-toggle.nav-item').text('Libraries'); // change text for dropdown menu in header from More to Libraries + + // hide the original left sidebar ads display + $('#ethical-ad-placement').css({ + "display":"none" + }); + + // manually add the ads to the end of content + $(".bd-article").append( + "
\ +

\ + " + ); + + // make tables responsive + $("table").wrap( + "
" + ); +}) \ No newline at end of file diff --git a/docs/readthedocs/source/_templates/breadcrumbs.html b/docs/readthedocs/source/_templates/breadcrumbs.html deleted file mode 100644 index 599388dc..00000000 --- a/docs/readthedocs/source/_templates/breadcrumbs.html +++ /dev/null @@ -1,60 +0,0 @@ - - -{%- extends "sphinx_rtd_theme/breadcrumbs.html" %} - - -{%- block breadcrumbs_aside %} -
  • - {%- if hasdoc(pagename) and display_vcs_links %} - {%- if display_github %} - {%- if check_meta and 'github_url' in meta %} - - {{ _('Edit this page') }} - {%- else %} - {{ _('Edit this page') }} - {%- endif %} - {%- elif show_source and source_url_prefix %} - {{ _('View page source') }} - {%- elif show_source and has_source and sourcename %} - {{ _('View page source') }} - {%- endif %} - {%- endif %} -
  • -{%- endblock %} \ No newline at end of file diff --git a/docs/readthedocs/source/_templates/sidebar_backbutton.html b/docs/readthedocs/source/_templates/sidebar_backbutton.html new file mode 100644 index 00000000..fc2482c8 --- /dev/null +++ b/docs/readthedocs/source/_templates/sidebar_backbutton.html @@ -0,0 +1,6 @@ +{% set home_href = pathto(master_doc) %} + \ No newline at end of file diff --git a/docs/readthedocs/source/_templates/sidebar_quicklinks.html b/docs/readthedocs/source/_templates/sidebar_quicklinks.html new file mode 100644 index 00000000..a781b61d --- /dev/null +++ b/docs/readthedocs/source/_templates/sidebar_quicklinks.html @@ -0,0 +1,68 @@ + \ No newline at end of file diff --git a/docs/readthedocs/source/_templates/version_badge.html b/docs/readthedocs/source/_templates/version_badge.html new file mode 100644 index 00000000..8eeaa61f --- /dev/null +++ b/docs/readthedocs/source/_templates/version_badge.html @@ -0,0 +1,3 @@ +
    + {{ release }} +
    \ No newline at end of file diff --git a/docs/readthedocs/source/_toc.yml b/docs/readthedocs/source/_toc.yml index d91eb186..7c05e4dc 100644 --- a/docs/readthedocs/source/_toc.yml +++ b/docs/readthedocs/source/_toc.yml @@ -1,105 +1,224 @@ root: index subtrees: - - caption: Quick Start - entries: - - file: doc/Orca/QuickStart/orca-tf-quickstart - - file: doc/Orca/QuickStart/orca-keras-quickstart - - file: doc/Orca/QuickStart/orca-tf2keras-quickstart - - file: doc/Orca/QuickStart/orca-pytorch-quickstart - - file: doc/Ray/QuickStart/ray-quickstart + - entries: + - file: doc/UserGuide/index + title: 'User guide' + subtrees: + - entries: + - file: doc/UserGuide/python + - file: doc/UserGuide/scala + - file: doc/UserGuide/win + - file: doc/UserGuide/docker + - file: doc/UserGuide/colab + - file: doc/UserGuide/hadoop + - file: doc/UserGuide/k8s + - file: doc/UserGuide/databricks - - caption: User Guide - entries: - - file: doc/UserGuide/python - - file: doc/UserGuide/scala - - file: doc/UserGuide/win - - file: doc/UserGuide/colab - - file: doc/UserGuide/docker - - file: doc/UserGuide/hadoop - - file: doc/UserGuide/k8s - - file: doc/UserGuide/databricks - - file: doc/UserGuide/develop - - file: doc/UserGuide/known_issues - - caption: Nano - entries: - - file: doc/Nano/Overview/nano - - file: doc/Nano/QuickStart/pytorch_train - - file: doc/Nano/QuickStart/pytorch_inference - - file: doc/Nano/QuickStart/tensorflow_train - - file: doc/Nano/QuickStart/tensorflow_inference - - file: doc/Nano/QuickStart/hpo - - file: doc/Nano/QuickStart/index - - file: doc/Nano/Howto/index - - file: doc/Nano/Overview/known_issues + - entries: + - file: doc/Application/powered-by + title: "Powered by" - - caption: DLlib - entries: - - file: doc/DLlib/Overview/dllib - - file: doc/DLlib/Overview/keras-api - - file: doc/DLlib/Overview/nnframes - - caption: Orca - entries: - - file: doc/Orca/Overview/orca - title: "Orca User Guide" - - file: doc/Orca/Overview/orca-context - - file: doc/Orca/Overview/data-parallel-processing - - file: doc/Orca/Overview/distributed-training-inference - - file: doc/Orca/Overview/distributed-tuning - - file: doc/Ray/Overview/ray - - file: doc/Orca/Overview/known_issues + - entries: + - file: doc/Orca/index + title: "Orca" + subtrees: + - entries: + - file: doc/Orca/Overview/orca + title: "Orca in 5 miniutes" + - file: doc/Orca/Overview/install + title: "Installation" + - file: doc/Orca/Overview/index + title: "Key Features" + subtrees: + - entries: + - file: doc/Orca/Overview/orca-context + - file: doc/Orca/Overview/data-parallel-processing + - file: doc/Orca/Overview/distributed-training-inference + - file: doc/Orca/Overview/distributed-tuning + - file: doc/Orca/Overview/ray + - file: doc/Orca/QuickStart/index + title: "Tutorials" + subtrees: + - entries: + - file: doc/UseCase/spark-dataframe + - file: doc/UseCase/xshards-pandas + - file: doc/Orca/QuickStart/ray-quickstart + - file: doc/Orca/QuickStart/orca-pytorch-distributed-quickstart + - file: doc/Orca/QuickStart/orca-autoestimator-pytorch-quickstart + - file: doc/Orca/QuickStart/orca-autoxgboost-quickstart + - file: doc/Orca/Overview/known_issues + title: "Tips and Known Issues" + - file: doc/PythonAPI/Orca/index + title: "API Reference" - - caption: Chronos - entries: - - file: doc/Chronos/Overview/chronos - - file: doc/Chronos/Overview/quick-tour - - file: doc/Chronos/Howto/index - - file: doc/Chronos/QuickStart/index - - file: doc/Chronos/Overview/deep_dive - - file: doc/Chronos/Overview/chronos_known_issue - - caption: PPML - entries: - - file: doc/PPML/Overview/ppml - - file: doc/PPML/Overview/trusted_big_data_analytics_and_ml - - file: doc/PPML/Overview/trusted_fl - - file: doc/PPML/QuickStart/secure_your_services - - file: doc/PPML/QuickStart/build_kernel_with_sgx - - file: doc/PPML/QuickStart/deploy_intel_sgx_device_plugin_for_kubernetes - - file: doc/PPML/QuickStart/trusted-serving-on-k8s-guide - - file: doc/PPML/QuickStart/tpc-h_with_sparksql_on_k8s - - file: doc/PPML/QuickStart/tpc-ds_with_sparksql_on_k8s - - file: doc/PPML/Overview/azure_ppml - - caption: Serving - entries: - - file: doc/Serving/Overview/serving.md - - file: doc/Serving/QuickStart/serving-quickstart - - file: doc/Serving/ProgrammingGuide/serving-installation - - file: doc/Serving/ProgrammingGuide/serving-start - - file: doc/Serving/ProgrammingGuide/serving-inference - - file: doc/Serving/Example/example - - file: doc/Serving/FAQ/faq - - file: doc/Serving/FAQ/contribute-guide + - entries: + - file: doc/Nano/index + title: "Nano" + subtrees: + - entries: + - file: doc/Nano/Overview/nano + title: "Nano in 5 minutes" + - file: doc/Nano/Overview/install + title: "Installation" + - file: doc/Nano/Overview/index + title: "Key Features" + subtrees: + - entries: + - file: doc/Nano/Overview/pytorch_train + - file: doc/Nano/Overview/pytorch_inference + - file: doc/Nano/Overview/tensorflow_train + - file: doc/Nano/Overview/tensorflow_inference + - file: doc/Nano/Overview/hpo + - file: doc/Nano/QuickStart/index + title: "Tutorials" + subtrees: + - entries: + - file: doc/Nano/QuickStart/pytorch_train_quickstart + - file: doc/Nano/QuickStart/pytorch_onnxruntime + - file: doc/Nano/QuickStart/pytorch_openvino + - file: doc/Nano/QuickStart/pytorch_quantization_inc_onnx + - file: doc/Nano/QuickStart/pytorch_quantization_inc + - file: doc/Nano/QuickStart/pytorch_quantization_openvino + - file: doc/Nano/QuickStart/tensorflow_train_quickstart + - file: doc/Nano/QuickStart/tensorflow_embedding + - file: doc/Nano/QuickStart/tensorflow_quantization_quickstart + - file: doc/Nano/Howto/index + title: "How-to Guides" + - file: doc/Nano/Overview/known_issues + title: "Tips and Known Issues" + - file: doc/PythonAPI/Nano/index + title: "API Reference" - - caption: Common Use Case - entries: - - file: doc/Orca/QuickStart/orca-pytorch-distributed-quickstart - - file: doc/UseCase/spark-dataframe - - file: doc/UseCase/xshards-pandas - - file: doc/Orca/QuickStart/orca-autoestimator-pytorch-quickstart - - file: doc/Orca/QuickStart/orca-autoxgboost-quickstart - - caption: Python API - entries: - - file: doc/PythonAPI/Orca/orca - - file: doc/PythonAPI/Friesian/feature - - file: doc/PythonAPI/Chronos/index - - file: doc/PythonAPI/Nano/index - - caption: Real-World Application - entries: - - file: doc/Application/presentations - - file: doc/Application/blogs - - file: doc/Application/powered-by + - entries: + - file: doc/DLlib/index + title: "DLlib" + subtrees: + - entries: + - file: doc/DLlib/Overview/dllib + title: "DLLib in 5 minutes" + - file: doc/DLlib/Overview/install + title: "Installation" + - file: doc/DLlib/Overview/index + title: "Key Features" + subtrees: + - entries: + - file: doc/DLlib/Overview/keras-api + - file: doc/DLlib/Overview/nnframes + - file: doc/DLlib/Overview/visualization + title: "Visualization" + - file: doc/DLlib/QuickStart/index + title: "Tutorials" + subtrees: + - entries: + - file: doc/DLlib/QuickStart/python-getting-started + title: "Python Quick Start" + - file: doc/DLlib/QuickStart/scala-getting-started + title: "Scala Quick Start" + - file: doc/PythonAPI/DLlib/index + title: "API Reference" + + - entries: + - file: doc/Chronos/index + title: "Chronos" + subtrees: + - entries: + - file: doc/Chronos/Overview/quick-tour + title: "Chronos in 5 minutes" + - file: doc/Chronos/Overview/install + title: "Installation" + - file: doc/Chronos/Overview/deep_dive + title: "Key Features" + - file: doc/Chronos/Howto/index + title: "How-to Guides" + - file: doc/Chronos/QuickStart/index + title: "Tutorials" + subtrees: + - entries: + - file: doc/Chronos/QuickStart/chronos-tsdataset-forecaster-quickstart + - file: doc/Chronos/QuickStart/chronos-autotsest-quickstart + - file: doc/Chronos/QuickStart/chronos-anomaly-detector + - file: doc/Chronos/Overview/chronos_known_issue + title: "Tips and Known Issues" + - file: doc/PythonAPI/Chronos/index + title: "API Reference" + + - entries: + - file: doc/Friesian/index + title: "Friesian" + subtrees: + - entries: + - file: doc/Friesian/intro + title: "Introduction" + - file: doc/Friesian/serving + title: "Serving" + - file: doc/Friesian/examples + title: "Use Cases" + - file: doc/PythonAPI/Friesian/index + title: "API Reference" + + - entries: + - file: doc/PPML/index + title: "PPML" + subtrees: + - entries: + - file: doc/PPML/Overview/intro + title: "PPML Introduction" + - file: doc/PPML/Overview/userguide + title: 'User Guide' + - file: doc/PPML/Overview/examples + title: "Tutorials" + subtrees: + - entries: + - file: doc/PPML/Overview/quicktour + - file: doc/PPML/QuickStart/end-to-end + - file: doc/PPML/Overview/misc + title: "Advanced Topics" + subtrees: + - entries: + - file: doc/PPML/Overview/ppml + - file: doc/PPML/Overview/trusted_big_data_analytics_and_ml + - file: doc/PPML/Overview/trusted_fl + - file: doc/PPML/QuickStart/secure_your_services + - file: doc/PPML/QuickStart/build_kernel_with_sgx + - file: doc/PPML/QuickStart/deploy_intel_sgx_device_plugin_for_kubernetes + - file: doc/PPML/QuickStart/trusted-serving-on-k8s-guide + - file: doc/PPML/QuickStart/tpc-h_with_sparksql_on_k8s + - file: doc/PPML/QuickStart/tpc-ds_with_sparksql_on_k8s + - file: doc/PPML/Overview/azure_ppml + + + - entries: + - file: doc/UserGuide/develop + title: "Developer guide" + + + - entries: + - file: doc/Serving/index + title: "Cluster serving" + subtrees: + - entries: + - file: doc/Serving/Overview/serving.md + title: "User Guide" + - file: doc/Serving/QuickStart/serving-quickstart + title: "Serving in 5 miniutes" + - file: doc/Serving/ProgrammingGuide/serving-installation + - file: doc/Serving/ProgrammingGuide/serving-start + - file: doc/Serving/ProgrammingGuide/serving-inference + - file: doc/Serving/Example/example + title: "Examples" + - file: doc/Serving/FAQ/faq + - file: doc/Serving/FAQ/contribute-guide + + + - entries: + - file: doc/Application/presentations + title: "Presentations" + + - entries: + - file: doc/Application/blogs diff --git a/docs/readthedocs/source/conf.py b/docs/readthedocs/source/conf.py index e111cdbc..b274fbac 100644 --- a/docs/readthedocs/source/conf.py +++ b/docs/readthedocs/source/conf.py @@ -31,19 +31,39 @@ sys.path.insert(0, os.path.abspath("../../../python/serving/src/")) sys.path.insert(0, os.path.abspath("../../../python/nano/src/")) # -- Project information ----------------------------------------------------- -import sphinx_rtd_theme -html_theme = "sphinx_rtd_theme" -html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] -#html_theme = "sphinx_book_theme" +html_theme = "pydata_sphinx_theme" html_theme_options = { - "repository_url": "https://github.com/intel-analytics/BigDL", - "use_repository_button": True, - "use_issues_button": True, - "use_edit_page_button": True, - "path_to_docs": "doc/source", - "home_page_in_toc": True, + "header_links_before_dropdown": 8, + "icon_links": [ + { + "name": "GitHub Repository for BigDL", + "url": "https://github.com/intel-analytics/BigDL", + "icon": "fa-brands fa-square-github", + "type": "fontawesome", + } + ], + "navbar_start": ["navbar-logo.html", "version_badge.html"], + "navbar_end": ["navbar-icon-links.html"], # remove dark mode for now } +# add search bar to side bar +html_sidebars = { + "index": [ + "sidebar_quicklinks.html" + ], + "**": ["sidebar_backbutton.html","sidebar-nav-bs.html"] +} + +# remove dark mode for now +html_context = { + "default_mode": "light" +} + +html_logo = "../image/bigdl_logo.png" + +# hard code it for now, may change it to read from installed bigdl +release = "latest" + # The suffix of source filenames. from recommonmark.parser import CommonMarkParser source_suffix = {'.rst': 'restructuredtext', @@ -92,7 +112,8 @@ extensions = [ 'sphinx_external_toc', 'sphinx_design', 'nbsphinx', - 'nbsphinx_link' + 'nbsphinx_link', + 'sphinx.ext.graphviz' # for embedded graphviz diagram ] # Add any paths that contain templates here, relative to this directory. @@ -136,6 +157,13 @@ exclude_patterns = ['_build'] # 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'] +# add js/css for customizing each page +html_js_files = [ + 'js/custom.js', +] +html_css_files = [ + 'css/custom.css', +] # Custom sidebar templates, must be a dictionary that maps document namesan # to template names. @@ -246,4 +274,7 @@ def setup(app): app.add_transform(AutoStructify) # disable notebook execution -nbsphinx_execute = 'never' \ No newline at end of file +nbsphinx_execute = 'never' + +# make output of graphviz diagram to svg +graphviz_output_format = 'svg' \ No newline at end of file diff --git a/docs/readthedocs/source/doc/Application/index.rst b/docs/readthedocs/source/doc/Application/index.rst new file mode 100644 index 00000000..7ec694eb --- /dev/null +++ b/docs/readthedocs/source/doc/Application/index.rst @@ -0,0 +1,2 @@ +Real-World Application +========================= \ No newline at end of file diff --git a/docs/readthedocs/source/doc/Chronos/Howto/docker_guide_single_node.md b/docs/readthedocs/source/doc/Chronos/Howto/docker_guide_single_node.md index 0922747d..164327b7 100644 --- a/docs/readthedocs/source/doc/Chronos/Howto/docker_guide_single_node.md +++ b/docs/readthedocs/source/doc/Chronos/Howto/docker_guide_single_node.md @@ -97,15 +97,15 @@ After the Jupyter Notebook service is successfully started, you can connect to t You should shut down the BigDL Docker container after using it. 1. First, use `ctrl+p+q` to quit the container when you are still in it. 2. Then, you can list all the active Docker containers by command line: -```bash -sudo docker ps -``` -You will see your docker containers: -```bash -CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES -40de2cdad025 chronos-nightly:b1 "/opt/work/" 3 hours ago Up 3 hours upbeat_al -``` + ```bash + sudo docker ps + ``` + You will see your docker containers: + ```bash + CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES + 40de2cdad025 chronos-nightly:b1 "/opt/work/" 3 hours ago Up 3 hours upbeat_al + ``` 3. Shut down the corresponding docker container by its ID: -```bash -sudo docker rm -f 40de2cdad025 -``` + ```bash + sudo docker rm -f 40de2cdad025 + ``` diff --git a/docs/readthedocs/source/doc/Chronos/Image/anomaly_detection.svg b/docs/readthedocs/source/doc/Chronos/Image/anomaly_detection.svg index 643aba2a..41c488ca 100644 --- a/docs/readthedocs/source/doc/Chronos/Image/anomaly_detection.svg +++ b/docs/readthedocs/source/doc/Chronos/Image/anomaly_detection.svg @@ -1 +1 @@ - \ No newline at end of file + \ No newline at end of file diff --git a/docs/readthedocs/source/doc/Chronos/Image/forecasting.svg b/docs/readthedocs/source/doc/Chronos/Image/forecasting.svg index b35dfe3c..7d1fc66d 100644 --- a/docs/readthedocs/source/doc/Chronos/Image/forecasting.svg +++ b/docs/readthedocs/source/doc/Chronos/Image/forecasting.svg @@ -1 +1 @@ - \ No newline at end of file + \ No newline at end of file diff --git a/docs/readthedocs/source/doc/Chronos/Image/simulation.svg b/docs/readthedocs/source/doc/Chronos/Image/simulation.svg index 1d8bf61f..71744d3a 100644 --- a/docs/readthedocs/source/doc/Chronos/Image/simulation.svg +++ b/docs/readthedocs/source/doc/Chronos/Image/simulation.svg @@ -1 +1 @@ - \ No newline at end of file + \ No newline at end of file diff --git a/docs/readthedocs/source/doc/Chronos/Overview/anomaly_detection.md b/docs/readthedocs/source/doc/Chronos/Overview/anomaly_detection.md index 7c27b9c9..c021c6dc 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/anomaly_detection.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/anomaly_detection.md @@ -1,29 +1,29 @@ -# Time Series Anomaly Detection Overview +# Anomaly Detection -Anomaly Detection detects abnormal samples in a given time series. _Chronos_ provides a set of unsupervised anomaly detectors. +Anomaly Detection detects abnormal samples in a given time series. _Chronos_ provides a set of unsupervised anomaly detectors. View some examples notebooks for [Datacenter AIOps][AIOps]. ## **1. ThresholdDetector** -ThresholdDetector detects anomaly based on threshold. It can be used to detect anomaly on a given time series ([notebook][AIOps_anomaly_detect_unsupervised]), or used together with [Forecasters](#forecasting) to detect anomaly on new coming samples ([notebook][AIOps_anomaly_detect_unsupervised_forecast_based]). +ThresholdDetector detects anomaly based on threshold. It can be used to detect anomaly on a given time series ([notebook][AIOps_anomaly_detect_unsupervised]), or used together with [Forecasters](#forecasting) to detect anomaly on new coming samples ([notebook][AIOps_anomaly_detect_unsupervised_forecast_based]). View [ThresholdDetector API Doc](../../PythonAPI/Chronos/anomaly_detectors.html#chronos-model-anomaly-th-detector) for more details. ## **2. AEDetector** -AEDetector detects anomaly based on the reconstruction error of an autoencoder network. +AEDetector detects anomaly based on the reconstruction error of an autoencoder network. View anomaly detection [notebook][AIOps_anomaly_detect_unsupervised] and [AEDetector API Doc](../../PythonAPI/Chronos/anomaly_detectors.html#chronos-model-anomaly-ae-detector) for more details. ## **3. DBScanDetector** -DBScanDetector uses DBSCAN clustering algortihm for anomaly detection. +DBScanDetector uses DBSCAN clustering algortihm for anomaly detection. ```eval_rst -.. note:: - Users may install `scikit-learn-intelex` to accelerate this detector. Chronos will detect if `scikit-learn-intelex` is installed to decide if using it. More details please refer to: https://intel.github.io/scikit-learn-intelex/installation.html +.. note:: + Users may install ``scikit-learn-intelex`` to accelerate this detector. Chronos will detect if ``scikit-learn-intelex`` is installed to decide if using it. More details please refer to: https://intel.github.io/scikit-learn-intelex/installation.html ``` View anomaly detection [notebook][AIOps_anomaly_detect_unsupervised] and [DBScanDetector API Doc](../../PythonAPI/Chronos/anomaly_detectors.html#chronos-model-anomaly-dbscan-detector) for more details. diff --git a/docs/readthedocs/source/doc/Chronos/Overview/data_processing_feature_engineering.md b/docs/readthedocs/source/doc/Chronos/Overview/data_processing_feature_engineering.md index 13ab1b51..5d21a0ca 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/data_processing_feature_engineering.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/data_processing_feature_engineering.md @@ -1,4 +1,4 @@ -# Time Series Processing and Feature Engineering Overview +# Data Processing and Feature Engineering Time series data is a special data formulation with its specific operations. _Chronos_ provides [`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) as a time series dataset abstract for data processing (e.g. impute, deduplicate, resample, scale/unscale, roll sampling) and auto feature engineering (e.g. datetime feature, aggregation feature). Chronos also provides [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html#xshardstsdataset) with same(or similar) API for distributed and parallelized data preprocessing on large data. @@ -6,7 +6,7 @@ Users can create a [`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) quickly ## **1. Basic concepts** -A time series can be interpreted as a sequence of real value whose order is timestamp. While a time series dataset can be a combination of one or a huge amount of time series. It may contain multiple time series since users may collect different time series in the same/different period of time (e.g. An AIops dataset may have CPU usage ratio and memory usage ratio data for two servers at a period of time. This dataset contains four time series). +A time series can be interpreted as a sequence of real value whose order is timestamp. While a time series dataset can be a combination of one or a huge amount of time series. It may contain multiple time series since users may collect different time series in the same/different period of time (e.g. An AIops dataset may have CPU usage ratio and memory usage ratio data for two servers at a period of time. This dataset contains four time series). In [`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) and [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html#xshardstsdataset), we provide **2** possible dimensions to construct a high dimension time series dataset (i.e. **feature dimension** and **id dimension**). @@ -16,10 +16,10 @@ In [`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) and [`XShardsTSDataset` All the preprocessing operations will be done on each independent time series(i.e on both feature dimension and id dimension), while feature scaling will be only carried out on the feature dimension. ```eval_rst -.. note:: - +.. note:: + ``XShardsTSDataset`` will perform the data processing in parallel(based on spark) to support large dataset. While the parallelization will only be performed on "id dimension". This means, in previous example, ``XShardsTSDataset`` will only utilize multiple workers to process data for different servers at the same time. If a dataset only has 1 id, ``XShardsTSDataset`` will be even slower than ``TSDataset`` because of the overhead. - + ``` ## **2. Create a TSDataset** @@ -40,13 +40,13 @@ You can initialize a [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html .. code-block:: python # Server id Datetime CPU usage Mem usage - # 0 08:39 2021/7/9 93 24 - # 0 08:40 2021/7/9 91 24 - # 0 08:41 2021/7/9 93 25 + # 0 08:39 2021/7/9 93 24 + # 0 08:40 2021/7/9 91 24 + # 0 08:41 2021/7/9 93 25 # 0 ... ... ... - # 1 08:39 2021/7/9 73 79 - # 1 08:40 2021/7/9 72 80 - # 1 08:41 2021/7/9 79 80 + # 1 08:39 2021/7/9 73 79 + # 1 08:40 2021/7/9 72 80 + # 1 08:41 2021/7/9 79 80 # 1 ... ... ... from bigdl.chronos.data import TSDataset @@ -74,14 +74,14 @@ You can initialize a [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html target_col="value", id_col="id", extra_feature_col=["extra feature 1", "extra feature 2"]) - + ``` `target_col` is a list of all elements along feature dimension, while `id_col` is the identifier that distinguishes the id dimension. `dt_col` is the datetime column. For `extra_feature_col`(not shown in this case), you should list those features that you are not interested for your task (e.g. you will **not** perform forecasting or anomaly detection task on this col). If you are building a prototype for your forecasting/anomaly detection task and you need to split you TSDataset to train/valid/test set, you can use `with_split` parameter.[`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) or [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html#xshardstsdataset) supports split with ratio by `val_ratio` and `test_ratio`. ## **3. Time series dataset preprocessing** -[`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) supports [`impute`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.impute), [`deduplicate`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.deduplicate) and [`resample`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.resample). You may fill the missing point by [`impute`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.impute) in different modes. You may remove the records that are totally the same by [`deduplicate`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.deduplicate). You may change the sample frequency by [`resample`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.resample). [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html#xshardstsdataset) only supports [`impute`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.experimental.xshards_tsdataset.XShardsTSDataset.impute) for now. +[`TSDataset`](../../PythonAPI/Chronos/tsdataset.html) supports [`impute`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.impute), [`deduplicate`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.deduplicate) and [`resample`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.resample). You may fill the missing point by [`impute`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.impute) in different modes. You may remove the records that are totally the same by [`deduplicate`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.deduplicate). You may change the sample frequency by [`resample`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.resample). [`XShardsTSDataset`](../../PythonAPI/Chronos/tsdataset.html#xshardstsdataset) only supports [`impute`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.experimental.xshards_tsdataset.XShardsTSDataset.impute) for now. A typical cascade call for preprocessing is: ```eval_rst @@ -92,7 +92,7 @@ A typical cascade call for preprocessing is: .. code-block:: python tsdata.deduplicate().resample(interval="2s").impute() - + .. tab:: XShardsTSDataset .. code-block:: python @@ -109,7 +109,7 @@ Since a scaler should not fit, a typical call for scaling operations is is: .. tabs:: .. tab:: TSDataset - + .. code-block:: python from sklearn.preprocessing import StandardScaler @@ -139,14 +139,14 @@ Since a scaler should not fit, a typical call for scaling operations is is: for tsdata in [tsdata_train, tsdata_valid, tsdata_test]: tsdata.unscale() ``` -[`unscale_numpy`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.unscale_numpy) in TSDataset or [`unscale_xshards`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.experimental.xshards_tsdataset.XShardsTSDataset.unscale_xshards) in XShardsTSDataset is specially designed for forecasters. Users may unscale the output of a forecaster by this operation. +[`unscale_numpy`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.unscale_numpy) in TSDataset or [`unscale_xshards`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.experimental.xshards_tsdataset.XShardsTSDataset.unscale_xshards) in XShardsTSDataset is specially designed for forecasters. Users may unscale the output of a forecaster by this operation. A typical call is: ```eval_rst .. tabs:: .. tab:: TSDataset - + .. code-block:: python x, y = tsdata_test.scale(scaler)\ @@ -156,9 +156,9 @@ A typical call is: unscaled_yhat = tsdata_test.unscale_numpy(yhat) unscaled_y = tsdata_test.unscale_numpy(y) # calculate metric by unscaled_yhat and unscaled_y - + .. tab:: XShardsTSDataset - + .. code-block:: python x, y = tsdata_test.scale(scaler)\ @@ -176,28 +176,28 @@ Other than historical target data and other extra feature provided by users, som A time series dataset needs to be sampling and exporting as numpy ndarray/dataloader to be used in machine learning and deep learning models(e.g. forecasters, anomaly detectors, auto models, etc.). ```eval_rst .. warning:: - You don't need to call any sampling or exporting methods introduced in this section when using `AutoTSEstimator`. + You don't need to call any sampling or exporting methods introduced in this section when using ``AutoTSEstimator``. ``` ### **6.1 Roll sampling** -Roll sampling (or sliding window sampling) is useful when you want to train a RR type supervised deep learning forecasting model. It works as the [diagram](#RR-forecast-image) shows. +Roll sampling (or sliding window sampling) is useful when you want to train a RR type supervised deep learning forecasting model. It works as the [diagram](#RR-forecast-image) shows. Please refer to the API doc [`roll`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.roll) for detailed behavior. Users can simply export the sampling result as numpy ndarray by [`to_numpy`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.to_numpy), pytorch dataloader [`to_torch_data_loader`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.to_torch_data_loader), tensorflow dataset by [to_tf_dataset](https://bigdl.readthedocs.io/en/latest/doc/PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.tsdataset.TSDataset.to_tf_dataset) or xshards object by [to_xshards](https://bigdl.readthedocs.io/en/latest/doc/PythonAPI/Chronos/tsdataset.html#bigdl.chronos.data.experimental.xshards_tsdataset.XShardsTSDataset.to_xshards). ```eval_rst -.. note:: - **Difference between `roll` and `to_torch_data_loader`**: - - `.roll(...)` performs the rolling before RR forecasters/auto models training while `.to_torch_data_loader(...)` performs rolling during the training. - - It is fine to use either of them when you have a relatively small dataset (less than 1G). `.to_torch_data_loader(...)` is recommended when you have a large dataset (larger than 1G) to save memory usage. +.. note:: + **Difference between** ``roll`` **and** ``to_torch_data_loader``: + + ``.roll(...)`` performs the rolling before RR forecasters/auto models training while ``.to_torch_data_loader(...)`` performs rolling during the training. + + It is fine to use either of them when you have a relatively small dataset (less than 1G). ``.to_torch_data_loader(...)`` is recommended when you have a large dataset (larger than 1G) to save memory usage. ``` ```eval_rst -.. note:: +.. note:: **Roll sampling format**: - + As decribed in RR style forecasting concept, the sampling result will have the following shape requirement. | x: (sample_num, lookback, input_feature_num) @@ -218,7 +218,7 @@ A typical call of [`roll`](../../PythonAPI/Chronos/tsdataset.html#bigdl.chronos. # forecaster x, y = tsdata.roll(lookback=..., horizon=...).to_numpy() forecaster.fit((x, y)) - + .. tab:: XShardsTSDataset .. code-block:: python @@ -235,7 +235,7 @@ Now we support pandas dataframe exporting through `to_pandas()` for users to car x = tsdata.to_pandas()["target"].to_numpy() anomaly_detector.fit(x) ``` -View [TSDataset API Doc](../../PythonAPI/Chronos/tsdataset.html#) for more details. +View [TSDataset API Doc](../../PythonAPI/Chronos/tsdataset.html#) for more details. ## **7. Built-in Dataset** diff --git a/docs/readthedocs/source/doc/Chronos/Overview/forecasting.md b/docs/readthedocs/source/doc/Chronos/Overview/forecasting.md index ad6d8b9f..ba1f5236 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/forecasting.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/forecasting.md @@ -1,4 +1,4 @@ -# Time Series Forecasting Overview +# Time Series Forecasting _Chronos_ provides both deep learning/machine learning models and traditional statistical models for forecasting. @@ -67,16 +67,16 @@ For AutoTS Pipeline, we will leverage `AutoTSEstimator`, `TSPipeline` and prefer 3. Use the returned `TSPipeline` for further development. ```eval_rst .. warning:: - `AutoTSTrainer` workflow has been deprecated, no feature updates or performance improvement will be carried out. Users of `AutoTSTrainer` may refer to `Chronos API doc `_. + ``AutoTSTrainer`` workflow has been deprecated, no feature updates or performance improvement will be carried out. Users of ``AutoTSTrainer`` may refer to `Chronos API doc `_. ``` ```eval_rst .. note:: - `AutoTSEstimator` currently only support pytorch backend. + ``AutoTSEstimator`` currently only support pytorch backend. ``` View [Quick Start](../QuickStart/chronos-autotsest-quickstart.html) for a more detailed example. ##### **2.1 Prepare dataset** -`AutoTSEstimator` support 2 types of data input. +`AutoTSEstimator` support 2 types of data input. You can easily prepare your data in `TSDataset` (recommended). You may refer to [here](#TSDataset) for the detailed information to prepare your `TSDataset` with proper data processing and feature generation. Here is a typical `TSDataset` preparation. ```python @@ -107,7 +107,7 @@ auto_estimator = AutoTSEstimator(model='lstm', search_space='normal', past_seq_len=hp.randint(1, 10), future_seq_len=1, - selected_features="auto") + selected_features="auto") ``` We prebuild three defualt search space for each build-in model, which you can use the by setting `search_space` to "minimal","normal", or "large" or define your own search space in a dictionary. The larger the search space, the better accuracy you will get and the more time will be cost. @@ -147,7 +147,7 @@ Detailed information please refer to [TSPipeline API doc](../../PythonAPI/Chrono ```eval_rst .. note:: - `init_orca_context` is not needed if you just use the trained TSPipeline for inference, evaluation or incremental fitting. + ``init_orca_context`` is not needed if you just use the trained TSPipeline for inference, evaluation or incremental fitting. ``` ```eval_rst .. note:: @@ -160,7 +160,7 @@ _Chronos_ provides a set of standalone time series forecasters without AutoML su View some examples notebooks for [Network Traffic Prediction][network_traffic] -The common process of using a Forecaster looks like below. +The common process of using a Forecaster looks like below. ```python # set fixed hyperparameters, loss, metric... f = Forecaster(...) @@ -197,9 +197,9 @@ View Network Traffic multivariate multistep Prediction [notebook][network_traffi ##### **3.4 MTNetForecaster** ```eval_rst -.. note:: +.. note:: **Additional Dependencies**: - You need to install `bigdl-nano[tensorflow]` to enable this built-in model. + You need to install ``bigdl-nano[tensorflow]`` to enable this built-in model. ``pip install bigdl-nano[tensorflow]`` ``` @@ -219,9 +219,9 @@ View High-dimensional Electricity Data Forecasting [example][run_electricity] an ##### **3.6 ARIMAForecaster** ```eval_rst -.. note:: +.. note:: **Additional Dependencies**: - You need to install `pmdarima` to enable this built-in model. + You need to install ``pmdarima`` to enable this built-in model. ``pip install pmdarima==1.8.5`` ``` @@ -234,7 +234,7 @@ View [ARIMAForecaster API Doc](../../PythonAPI/Chronos/forecasters.html#arimafor ##### **3.7 ProphetForecaster** ```eval_rst -.. note:: +.. note:: **Additional Dependencies**: You need to install `prophet` to enable this built-in model. @@ -242,7 +242,7 @@ View [ARIMAForecaster API Doc](../../PythonAPI/Chronos/forecasters.html#arimafor ``` ```eval_rst -.. note:: +.. note:: **Acceleration Note**: Intel® Distribution for Python may improve the speed of prophet's training and inferencing. You may install it by refering to https://www.intel.com/content/www/us/en/developer/tools/oneapi/distribution-for-python.html. ``` diff --git a/docs/readthedocs/source/doc/Chronos/Overview/chronos.md b/docs/readthedocs/source/doc/Chronos/Overview/install.md similarity index 59% rename from docs/readthedocs/source/doc/Chronos/Overview/chronos.md rename to docs/readthedocs/source/doc/Chronos/Overview/install.md index 67d8bf68..3705f2af 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/chronos.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/install.md @@ -1,59 +1,30 @@ -# Chronos User Guide - -### **1. Overview** -_BigDL-Chronos_ (_Chronos_ for short) is an application framework for building a fast, accurate and scalable time series analysis application. - -You can use _Chronos_ to: - -```eval_rst -.. grid:: 3 - :gutter: 1 - - .. grid-item-card:: - :class-footer: sd-bg-light - - **Forecasting** - ^^^ - - .. image:: ../Image/forecasting.svg - :width: 200 - :alt: Alternative text - - +++ - - Predict future using history data. - - .. grid-item-card:: - :class-footer: sd-bg-light - - **Anomaly Detection** - ^^^ - - .. image:: ../Image/anomaly_detection.svg - :width: 200 - :alt: Alternative text - - +++ - - Discover unexpected items in data. - - .. grid-item-card:: - :class-footer: sd-bg-light - - **Simulation** - ^^^ - - .. image:: ../Image/simulation.svg - :width: 200 - :alt: Alternative text - - +++ - - Generate similar data as history data. -``` +# Chronos Installation --- -### **2. Install** + +#### **OS and Python version requirement** + + +```eval_rst +.. note:: + **Supported OS**: + + Chronos is thoroughly tested on Ubuntu (16.04/18.04/20.04), and should works fine on CentOS. If you are a Windows user, the most convenient way to use Chronos on a windows laptop might be using WSL2, you may refer to https://docs.microsoft.com/en-us/windows/wsl/setup/environment or just install a ubuntu virtual machine. +``` +```eval_rst +.. note:: + **Supported Python Version**: + + Chronos only supports Python 3.7.2 ~ latest 3.7.x. We are validating more Python versions. +``` + + + +#### **Install using Conda** + +We recommend using conda to manage the Chronos python environment. For more information about Conda, refer to [here](https://docs.conda.io/en/latest/miniconda.html#). +Select your preferences in the panel below to find the proper install command. Then run the install command as the example shown below. + ```eval_rst .. raw:: html @@ -61,7 +32,7 @@ You can use _Chronos_ to:
    - + @@ -131,97 +102,22 @@ You can use _Chronos_ to:
    - + ```
    -#### **2.1 Pypi** -When you install `bigdl-chronos` from PyPI. We recommend to install with a conda virtual environment. To install Conda, please refer to [here](https://docs.conda.io/en/latest/miniconda.html#). + ```bash +# create a conda environment for chronos conda create -n my_env python=3.7 setuptools=58.0.4 conda activate my_env -# click the installation panel above to find which installation option to use -pip install --pre --upgrade bigdl-chronos[pytorch] # or other options you may want to use + +# select your preference in above panel to find the proper command to replace the below command, e.g. +pip install --pre --upgrade bigdl-chronos[pytorch] + +# init bigdl-nano to enable local accelerations source bigdl-nano-init # accelerate the conda env ``` -#### **2.2 OS and Python version requirement** -```eval_rst -.. note:: - **Supported OS**: - - Chronos is thoroughly tested on Ubuntu (16.04/18.04/20.04), and should works fine on CentOS. If you are a Windows user, the most convenient way to use Chronos on a windows laptop might be using WSL2, you may refer to https://docs.microsoft.com/en-us/windows/wsl/setup/environment or just install a ubuntu virtual machine. -``` -```eval_rst -.. note:: - **Supported Python Version**: - - Chronos only supports Python 3.7.2 ~ latest 3.7.x. We are validating more Python versions. -``` - ---- - - -### **3. Which document to see?** - -```eval_rst -.. grid:: 2 - :gutter: 1 - - .. grid-item-card:: - :class-footer: sd-bg-light - - **Quick Tour** - ^^^ - - You may understand the basic usage of Chronos' components and learn to write the first runnable application in this quick tour page. - - +++ - `Quick Tour <./quick-tour.html>`_ - - .. grid-item-card:: - :class-footer: sd-bg-light - - **User Guides** - ^^^ - - Our user guides provide you with in-depth information, concepts and knowledges about Chronos. - - +++ - - `Data <./data_processing_feature_engineering.html>`_ / - `Forecast <./forecasting.html>`_ / - `Detect <./anomaly_detection.html>`_ / - `Simulate <./simulation.html>`_ - -.. grid:: 2 - :gutter: 1 - - .. grid-item-card:: - :class-footer: sd-bg-light - - **How-to-Guide** / **Example** - ^^^ - - If you are meeting with some specific problems during the usage, how-to guides are good place to be checked. - Examples provides short, high quality use case that users can emulated in their own works. - - +++ - - `How-to-Guide <../Howto/index.html>`_ / `Example <../QuickStart/index.html>`_ - - .. grid-item-card:: - :class-footer: sd-bg-light - - **API Document** - ^^^ - - API Document provides you with a detailed description of the Chronos APIs. - - +++ - - `API Document <../../PythonAPI/Chronos/index.html>`_ - -``` diff --git a/docs/readthedocs/source/doc/Chronos/Overview/quick-tour.rst b/docs/readthedocs/source/doc/Chronos/Overview/quick-tour.rst index 275b4306..58089e6d 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/quick-tour.rst +++ b/docs/readthedocs/source/doc/Chronos/Overview/quick-tour.rst @@ -1,15 +1,11 @@ Chronos Quick Tour -====================== +================================= Welcome to Chronos for building a fast, accurate and scalable time series analysis application🎉! Start with our quick tour to understand some critical concepts and how to use them to tackle your tasks. .. grid:: 1 1 1 1 .. grid-item-card:: :text-align: center - :shadow: none - :class-header: sd-bg-light - :class-footer: sd-bg-light - :class-card: sd-mb-2 **Data processing** ^^^ @@ -22,13 +18,11 @@ Welcome to Chronos for building a fast, accurate and scalable time series analys Get Started -.. grid:: 1 1 3 3 +.. grid:: 1 3 3 3 + :gutter: 2 .. grid-item-card:: :text-align: center - :shadow: none - :class-header: sd-bg-light - :class-footer: sd-bg-light :class-card: sd-mb-2 **Forecasting** @@ -42,11 +36,8 @@ Welcome to Chronos for building a fast, accurate and scalable time series analys Get Started - .. grid-item-card:: + .. grid-item-card:: :text-align: center - :shadow: none - :class-header: sd-bg-light - :class-footer: sd-bg-light :class-card: sd-mb-2 **Anomaly Detection** @@ -60,11 +51,8 @@ Welcome to Chronos for building a fast, accurate and scalable time series analys Get Started - .. grid-item-card:: + .. grid-item-card:: :text-align: center - :shadow: none - :class-header: sd-bg-light - :class-footer: sd-bg-light :class-card: sd-mb-2 **Simulation** @@ -104,7 +92,7 @@ In Chronos, we provide a ``TSDataset`` (and a ``XShardsTSDataset`` to handle lar .. grid:: 2 - :gutter: 1 + :gutter: 2 .. grid-item-card:: @@ -192,7 +180,7 @@ For time series forecasting, we also provide an ``AutoTSEstimator`` for distribu stop_orca_context() .. grid:: 3 - :gutter: 1 + :gutter: 2 .. grid-item-card:: @@ -246,7 +234,7 @@ To import a specific detector, you may use {algorithm name} + "Detector", and ca anomaly_indexes = detector.anomaly_indexes() .. grid:: 3 - :gutter: 1 + :gutter: 2 .. grid-item-card:: @@ -280,7 +268,7 @@ Simulator(experimental) Simulator is still under activate development with unstable API. .. grid:: 2 - :gutter: 1 + :gutter: 2 .. grid-item-card:: diff --git a/docs/readthedocs/source/doc/Chronos/Overview/simulation.md b/docs/readthedocs/source/doc/Chronos/Overview/simulation.md index 274256ab..373a6757 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/simulation.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/simulation.md @@ -1,17 +1,17 @@ -# Generate Synthetic Sequential Data Overview +# Synthetic Data Generation Chronos provides simulators to generate synthetic time series data for users who want to conquer limited data access in a deep learning/machine learning project or only want to generate some synthetic data to play with. ```eval_rst .. note:: - DPGANSimulator is the only simulator chronos provides at the moment, more simulators are on their way. + ``DPGANSimulator`` is the only simulator chronos provides at the moment, more simulators are on their way. ``` ## **1. DPGANSimulator** `DPGANSimulator` adopt DoppelGANger raised in [Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions](http://arxiv.org/abs/1909.13403). The method is data-driven unsupervised method based on deep learning model with GAN (Generative Adversarial Networks) structure. The model features a pair of seperate attribute generator and feature generator and their corresponding discriminators `DPGANSimulator` also supports a rich and comprehensive input data (training data) format and outperform other algorithms in many evalution metrics. ```eval_rst -.. note:: +.. note:: We reimplement this model by pytorch(original implementation was based on tf1) for better performance(both speed and memory). ``` diff --git a/docs/readthedocs/source/doc/Chronos/Overview/speed_up.md b/docs/readthedocs/source/doc/Chronos/Overview/speed_up.md index fbc2a981..52f729be 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/speed_up.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/speed_up.md @@ -1,4 +1,4 @@ -# Speed up Chronos built-in models/customized time-series models +# Accelerated Training and Inference Chronos provides transparent acceleration for Chronos built-in models and customized time-series models. In this deep-dive page, we will introduce how to enable/disable them. @@ -16,7 +16,7 @@ Time series model, especially those deep learning models, often suffers slow tra ### **2. Training Acceleration** Training Acceleration is transparent in Chronos's API. Transparentness means that Chronos users will enjoy the acceleration without changing their code(unless some expert users want to set some advanced settings). ```eval_rst -.. note:: +.. note:: **Write your script under** ``if __name__=="__main__":``: Chronos will automatically utilize the computation resources on the hardware. This may include multi-process training on a single node. Use this header will prevent many strange behavior. @@ -65,7 +65,7 @@ We have examples adapted from `pytorch-forecasting`'s examples to show the signi We are working on the acceleration of `AutoModel` and `AutoTSEstimator`. Please unset the environment by: ```bash source bigdl-nano-unset-env -``` +``` ### **3. Inference Acceleration** Inference has become a critical part for time series model's performance. This may be divided to two parts: @@ -77,10 +77,10 @@ Typically, throughput and latency is a trade-off pair. We have three optimizatio - **ONNX Runtime**: Users may export their trained(w/wo auto tuning) model to ONNX file and deploy it on other service. Chronos also provides an internal onnxruntime inference support for those users who pursue low latency and higher throughput during inference on a single node. - **Quantization**: Quantization refers to processes that enable lower precision inference. In Chronos, post-training quantization is supported relied on [Intel® Neural Compressor](https://intel.github.io/neural-compressor/README.html). ```eval_rst -.. note:: +.. note:: **Additional Dependencies**: - You need to install `neural-compressor` to enable quantization related methods. + You need to install ``neural-compressor`` to enable quantization related methods. ``pip install neural-compressor==1.8.1`` ``` diff --git a/docs/readthedocs/source/doc/Chronos/Overview/useful_functionalities.md b/docs/readthedocs/source/doc/Chronos/Overview/useful_functionalities.md index 082ba71b..c45acfc8 100644 --- a/docs/readthedocs/source/doc/Chronos/Overview/useful_functionalities.md +++ b/docs/readthedocs/source/doc/Chronos/Overview/useful_functionalities.md @@ -1,56 +1,7 @@ -# Useful Functionalities Overview +# Distributed Processing -#### **1. AutoML Visualization** -AutoML visualization provides two kinds of visualization. You may use them while fitting on auto models or AutoTS pipeline. -* During the searching process, the visualizations of each trail are shown and updated every 30 seconds. (Monitor view) -* After the searching process, a leaderboard of each trail's configs and metrics is shown. (Leaderboard view) - -**Note**: AutoML visualization is based on tensorboard and tensorboardx. They should be installed properly before the training starts. - -**Monitor view** - -Before training, start the tensorboard server through - -```python -tensorboard --logdir=/ -``` - -`logs_dir` is the log directory you set for your predictor(e.g. `AutoTSEstimator`, `AutoTCN`, etc.). `name ` is the name parameter you set for your predictor. - -The data in SCALARS tag will be updated every 30 seconds for users to see the training progress. - -![](../Image/automl_monitor.png) - -After training, start the tensorboard server through - -```python -tensorboard --logdir=/_leaderboard/ -``` - -where `logs_dir` and `name` are the same as stated in [Monitor view](#monitor_view). - -A dashboard of each trail's configs and metrics is shown in the SCALARS tag. - -![](../Image/automl_scalars.png) - -A leaderboard of each trail's configs and metrics is shown in the HPARAMS tag. - -![](../Image/automl_hparams.png) - -**Use visualization in Jupyter Notebook** - -You can enable a tensorboard view in jupyter notebook by the following code. - -```python -%load_ext tensorboard -# for scalar view -%tensorboard --logdir // -# for leaderboard view -%tensorboard --logdir /_leaderboard/ -``` - -#### **2. Distributed training** +#### **Distributed training** LSTM, TCN and Seq2seq users can easily train their forecasters in a distributed fashion to **handle extra large dataset and utilize a cluster**. The functionality is powered by Project Orca. ```python f = Forecaster(..., distributed=True) @@ -59,10 +10,10 @@ f.predict(...) f.to_local() # collect the forecaster to single node f.predict_with_onnx(...) # onnxruntime only supports single node ``` -#### **3. XShardsTSDataset** +#### **Distributed Data processing: XShardsTSDataset** ```eval_rst .. warning:: - `XShardsTSDataset` is still experimental. + ``XShardsTSDataset`` is still experimental. ``` `TSDataset` is a single thread lib with reasonable speed on large datasets(~10G). When you handle an extra large dataset or limited memory on a single node, `XShardsTSDataset` can be involved to handle the exact same functionality and usage as `TSDataset` in a distributed fashion. diff --git a/docs/readthedocs/source/doc/Chronos/Overview/visualization.md b/docs/readthedocs/source/doc/Chronos/Overview/visualization.md new file mode 100644 index 00000000..146870c9 --- /dev/null +++ b/docs/readthedocs/source/doc/Chronos/Overview/visualization.md @@ -0,0 +1,49 @@ +# AutoML Visualization + +AutoML visualization provides two kinds of visualization. You may use them while fitting on auto models or AutoTS pipeline. +* During the searching process, the visualizations of each trail are shown and updated every 30 seconds. (Monitor view) +* After the searching process, a leaderboard of each trail's configs and metrics is shown. (Leaderboard view) + +**Note**: AutoML visualization is based on tensorboard and tensorboardx. They should be installed properly before the training starts. + +**Monitor view** + +Before training, start the tensorboard server through + +```python +tensorboard --logdir=/ +``` + +`logs_dir` is the log directory you set for your predictor(e.g. `AutoTSEstimator`, `AutoTCN`, etc.). `name ` is the name parameter you set for your predictor. + +The data in SCALARS tag will be updated every 30 seconds for users to see the training progress. + +![](../Image/automl_monitor.png) + +After training, start the tensorboard server through + +```python +tensorboard --logdir=/_leaderboard/ +``` + +where `logs_dir` and `name` are the same as stated in [Monitor view](#monitor_view). + +A dashboard of each trail's configs and metrics is shown in the SCALARS tag. + +![](../Image/automl_scalars.png) + +A leaderboard of each trail's configs and metrics is shown in the HPARAMS tag. + +![](../Image/automl_hparams.png) + +**Use visualization in Jupyter Notebook** + +You can enable a tensorboard view in jupyter notebook by the following code. + +```python +%load_ext tensorboard +# for scalar view +%tensorboard --logdir // +# for leaderboard view +%tensorboard --logdir /_leaderboard/ +``` \ No newline at end of file diff --git a/docs/readthedocs/source/doc/Chronos/QuickStart/chronos-tsdataset-forecaster-quickstart.md b/docs/readthedocs/source/doc/Chronos/QuickStart/chronos-tsdataset-forecaster-quickstart.md index 80c19bc1..cde45dce 100644 --- a/docs/readthedocs/source/doc/Chronos/QuickStart/chronos-tsdataset-forecaster-quickstart.md +++ b/docs/readthedocs/source/doc/Chronos/QuickStart/chronos-tsdataset-forecaster-quickstart.md @@ -8,7 +8,7 @@ **In this guide we will demonstrate how to use _Chronos TSDataset_ and _Chronos Forecaster_ for time seires processing and forecasting in 4 simple steps.** -### **Step 0: Prepare Environment** +### Step 0: Prepare Environment We recommend using [conda](https://docs.conda.io/projects/conda/en/latest/user-guide/install/) to prepare the environment. Please refer to the [install guide](../Overview/chronos.html#install) for more details. diff --git a/docs/readthedocs/source/doc/Chronos/index.rst b/docs/readthedocs/source/doc/Chronos/index.rst new file mode 100644 index 00000000..24c9c519 --- /dev/null +++ b/docs/readthedocs/source/doc/Chronos/index.rst @@ -0,0 +1,89 @@ +BigDL-Chronos +======================== + +**BigDL-Chronos** (**Chronos** for short) is an application framework for building a fast, accurate and scalable time series analysis application. + +You can use **Chronos** for: + +.. grid:: 1 3 3 3 + + .. grid-item:: + + .. image:: ./Image/forecasting.svg + :alt: Forcasting example diagram + + **Forecasting:** Predict future using history data. + + .. grid-item:: + + .. image:: ./Image/anomaly_detection.svg + :alt: Anomaly Detection example diagram + + **Anomaly Detection:** Discover unexpected items in data. + + .. grid-item:: + + .. image:: ./Image/simulation.svg + :alt: Simulation example diagram + + **Simulation:** Generate similar data as history data. + +------- + + +.. grid:: 1 2 2 2 + :gutter: 2 + + .. grid-item-card:: + + **Get Started** + ^^^ + + You may understand the basic usage of Chronos' components and learn to write the first runnable application in this quick tour page. + + +++ + :bdg-link:`Chronos in 5 minutes <./Overview/quick-tour.html>` | + :bdg-link:`Installation <./Overview/install.html>` + + .. grid-item-card:: + + **Key Features Guide** + ^^^ + + Our user guides provide you with in-depth information, concepts and knowledges about Chronos. + + +++ + + :bdg-link:`Data <./Overview/data_processing_feature_engineering.html>` | + :bdg-link:`Forecast <./Overview/forecasting.html>` | + :bdg-link:`Detect <./Overview/anomaly_detection.html>` | + :bdg-link:`Simulate <./Overview/simulation.html>` + + .. grid-item-card:: + + **How-to-Guide** / **Tutorials** + ^^^ + + If you are meeting with some specific problems during the usage, how-to guides are good place to be checked. + Examples provides short, high quality use case that users can emulated in their own works. + + +++ + + :bdg-link:`How-to-Guide <./Howto/index.html>` | :bdg-link:`Example <./QuickStart/index.html>` + + .. grid-item-card:: + + **API Document** + ^^^ + + API Document provides you with a detailed description of the Chronos APIs. + + +++ + + :bdg-link:`API Document <../PythonAPI/Chronos/index.html>` + + +.. toctree:: + :hidden: + + BigDL-Chronos Document \ No newline at end of file diff --git a/docs/readthedocs/source/doc/DLlib/Image/tensorboard-histo1.png b/docs/readthedocs/source/doc/DLlib/Image/tensorboard-histo1.png new file mode 100644 index 0000000000000000000000000000000000000000..68e716d65d6687420833322e40bbc836ee573352 GIT binary patch literal 173592 zcmdqHc{tSH|2IBTR6-jnTP1{$vacZ&*+bR|*^PZ)hEk*~Wz8=8z8ef|?fu@b+LBnZ&JhsfN8gZ`)HfE`)w3lB+O%b>$<_E#2S5CY;ev(3=;O8N#8kcm}CL^iu z*me|Y@vVuc+_na6(9Dy zJMazbHE;gM1lL|7O#g>WL2o-7MxH$Hc`u$S_Z+X2eppU2PdCHvF)qgV#;DBsq 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