From f2c1e353e4c26aff6234cedfdc90d85ccaa260d0 Mon Sep 17 00:00:00 2001
From: frthjf <lifeworld-api@posteo.net>
Date: Tue, 24 Dec 2024 04:16:34 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20machinab?=
=?UTF-8?q?le-org/machinable@ae45aaf5c87c7dac221a46ed8113012d50fa535a=20?=
=?UTF-8?q?=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
404.html | 4 ++--
about/approach.html | 4 ++--
assets/app.39fe5660.js | 1 -
assets/app.6df91b0e.js | 1 +
...examples_aimstack-storage_index.md.2d2a5dd8.js} | 2 +-
...les_aimstack-storage_index.md.2d2a5dd8.lean.js} | 0
...> examples_globus-storage_index.md.2fdc9ffe.js} | 2 +-
...mples_globus-storage_index.md.2fdc9ffe.lean.js} | 0
...=> examples_mpi-execution_index.md.717e47cd.js} | 2 +-
...amples_mpi-execution_index.md.717e47cd.lean.js} | 0
...xamples_require-execution_index.md.2275dbae.js} | 2 +-
...es_require-execution_index.md.2275dbae.lean.js} | 0
... examples_slurm-execution_index.md.3f898e32.js} | 8 +++++---
...ples_slurm-execution_index.md.3f898e32.lean.js} | 0
....0e8ec360.js => guide_execution.md.e5c12d47.js} | 4 ++--
...lean.js => guide_execution.md.e5c12d47.lean.js} | 2 +-
....1c0bc3da.js => guide_interface.md.f6429b0c.js} | 6 +++---
...lean.js => guide_interface.md.f6429b0c.lean.js} | 2 +-
...60cec5.js => guide_introduction.md.ced4be09.js} | 4 ++--
...n.js => guide_introduction.md.ced4be09.lean.js} | 0
examples/aimstack-storage/index.html | 8 ++++----
examples/dependent-schedules/index.html | 4 ++--
examples/globus-storage/index.html | 8 ++++----
examples/index.html | 4 ++--
examples/mpi-execution/index.html | 8 ++++----
examples/require-execution/index.html | 8 ++++----
examples/slurm-execution/index.html | 14 ++++++++------
guide/cli.html | 4 ++--
guide/component.html | 4 ++--
guide/element.html | 4 ++--
guide/execution.html | 8 ++++----
guide/installation.html | 4 ++--
guide/interface.html | 8 ++++----
guide/introduction.html | 10 +++++-----
hashmap.json | 2 +-
index.html | 4 ++--
reference/index.html | 6 +++---
37 files changed, 78 insertions(+), 74 deletions(-)
delete mode 100644 assets/app.39fe5660.js
create mode 100644 assets/app.6df91b0e.js
rename assets/{examples_aimstack-storage_index.md.161b39fe.js => examples_aimstack-storage_index.md.2d2a5dd8.js} (99%)
rename assets/{examples_aimstack-storage_index.md.161b39fe.lean.js => examples_aimstack-storage_index.md.2d2a5dd8.lean.js} (100%)
rename assets/{examples_globus-storage_index.md.dcf3824b.js => examples_globus-storage_index.md.2fdc9ffe.js} (99%)
rename assets/{examples_globus-storage_index.md.dcf3824b.lean.js => examples_globus-storage_index.md.2fdc9ffe.lean.js} (100%)
rename assets/{examples_mpi-execution_index.md.a375f86a.js => examples_mpi-execution_index.md.717e47cd.js} (99%)
rename assets/{examples_mpi-execution_index.md.a375f86a.lean.js => examples_mpi-execution_index.md.717e47cd.lean.js} (100%)
rename assets/{examples_require-execution_index.md.0305a671.js => examples_require-execution_index.md.2275dbae.js} (98%)
rename assets/{examples_require-execution_index.md.0305a671.lean.js => examples_require-execution_index.md.2275dbae.lean.js} (100%)
rename assets/{examples_slurm-execution_index.md.144ddf03.js => examples_slurm-execution_index.md.3f898e32.js} (99%)
rename assets/{examples_slurm-execution_index.md.144ddf03.lean.js => examples_slurm-execution_index.md.3f898e32.lean.js} (100%)
rename assets/{guide_execution.md.0e8ec360.js => guide_execution.md.e5c12d47.js} (96%)
rename assets/{guide_execution.md.0e8ec360.lean.js => guide_execution.md.e5c12d47.lean.js} (89%)
rename assets/{guide_interface.md.1c0bc3da.js => guide_interface.md.f6429b0c.js} (98%)
rename assets/{guide_interface.md.1c0bc3da.lean.js => guide_interface.md.f6429b0c.lean.js} (94%)
rename assets/{guide_introduction.md.d760cec5.js => guide_introduction.md.ced4be09.js} (97%)
rename assets/{guide_introduction.md.d760cec5.lean.js => guide_introduction.md.ced4be09.lean.js} (100%)
diff --git a/404.html b/404.html
index 6043850b..0031d52e 100644
--- a/404.html
+++ b/404.html
@@ -6,7 +6,7 @@
<title>404 | machinable</title>
<meta name="description" content="Not Found">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
<link rel="icon" href="/logo.png">
<link rel="manifest" href="/manifest.json">
@@ -21,7 +21,7 @@
</head>
<body>
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diff --git a/about/approach.html b/about/approach.html
index 08bc9fb2..9366a0d7 100644
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page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _about_approach" data-v-c4b0d3cf><div><h1 id="about-machinable-s-approach" tabindex="-1">About machinable's approach <a class="header-anchor" href="#about-machinable-s-approach" aria-label="Permalink to "About machinable's approach""></a></h1><div class="tip custom-block"><p class="custom-block-title">Optional reading</p><p>This background discusses the big-picture approach. For a hands-on tutorial, refer to the <a href="./../guide/introduction.html">guide</a>.</p></div><div class="warning custom-block"><p class="custom-block-title">Coming soon</p><p>This section is currently under construction</p></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/about/approach.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><!----></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/assets/app.6df91b0e.js b/assets/app.6df91b0e.js
new file mode 100644
index 00000000..fe800924
--- /dev/null
+++ b/assets/app.6df91b0e.js
@@ -0,0 +1 @@
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D(()=>{J(()=>{document.documentElement.lang=e.value.lang,document.documentElement.dir=e.value.dir})}),R(),A(),F(),c.setup&&c.setup(),()=>H(c.Layout)}});async function U(){const e=X(),a=W();a.provide(S,e);const n=E(e.route);return a.provide(I,n),a.component("Content",y),a.component("ClientOnly",v),Object.defineProperties(a.config.globalProperties,{$frontmatter:{get(){return n.frontmatter.value}},$params:{get(){return n.page.value.params}}}),c.enhanceApp&&await c.enhanceApp({app:a,router:e,siteData:P}),{app:a,router:e,data:n}}function W(){return w(K)}function X(){let e=o,a;return z(n=>{let i=M(n);return e&&(a=i),(e||a===i)&&(i=i.replace(/\.js$/,".lean.js")),o&&(e=!1),q(()=>import(i),[])},c.NotFound)}o&&U().then(({app:e,router:a,data:n})=>{a.go().then(()=>{j(a.route,n.site),e.mount("#app")})});export{U as createApp};
diff --git a/assets/examples_aimstack-storage_index.md.161b39fe.js b/assets/examples_aimstack-storage_index.md.2d2a5dd8.js
similarity index 99%
rename from assets/examples_aimstack-storage_index.md.161b39fe.js
rename to assets/examples_aimstack-storage_index.md.2d2a5dd8.js
index 9b4bcace..a3a88a11 100644
--- a/assets/examples_aimstack-storage_index.md.161b39fe.js
+++ b/assets/examples_aimstack-storage_index.md.2d2a5dd8.js
@@ -2,7 +2,7 @@ import{_ as s,o as a,c as n,O as l}from"./chunks/framework.62020867.js";const C=
<span class="line"></span>
<span class="line"><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">aimstack</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">repo</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">./path/to/aim-repo</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">}).</span><span style="color:#82AAFF;">__enter__</span><span style="color:#89DDFF;">()</span></span>
<span class="line"></span>
-<span class="line"><span style="color:#676E95;font-style:italic;"># your code</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-i8p0e" id="tab-jOv7Xpf" checked="checked"><label for="tab-jOv7Xpf">aimstack.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> List</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span></span>
+<span class="line"><span style="color:#676E95;font-style:italic;"># your code</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-eMdDu" id="tab-hPCFRPu" checked="checked"><label for="tab-hPCFRPu">aimstack.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> List</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"></span>
diff --git a/assets/examples_aimstack-storage_index.md.161b39fe.lean.js b/assets/examples_aimstack-storage_index.md.2d2a5dd8.lean.js
similarity index 100%
rename from assets/examples_aimstack-storage_index.md.161b39fe.lean.js
rename to assets/examples_aimstack-storage_index.md.2d2a5dd8.lean.js
diff --git a/assets/examples_globus-storage_index.md.dcf3824b.js b/assets/examples_globus-storage_index.md.2fdc9ffe.js
similarity index 99%
rename from assets/examples_globus-storage_index.md.dcf3824b.js
rename to assets/examples_globus-storage_index.md.2fdc9ffe.js
index e6a28649..98636c78 100644
--- a/assets/examples_globus-storage_index.md.dcf3824b.js
+++ b/assets/examples_globus-storage_index.md.2fdc9ffe.js
@@ -13,7 +13,7 @@ import{_ as s,o as n,c as a,O as l}from"./chunks/framework.62020867.js";const i=
<span class="line"><span style="color:#82AAFF;">print</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">matches</span><span style="color:#89DDFF;">)</span></span>
<span class="line"></span>
<span class="line"><span style="color:#676E95;font-style:italic;"># download from globus</span></span>
-<span class="line"><span style="color:#A6ACCD;">storage</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">download</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">matches</span><span style="color:#89DDFF;">[</span><span style="color:#F78C6C;">0</span><span style="color:#89DDFF;">].</span><span style="color:#F07178;">uuid</span><span style="color:#89DDFF;">)</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-24GGz" id="tab-WMJr7Kc" checked="checked"><label for="tab-WMJr7Kc">globus.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> TYPE_CHECKING</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> List</span></span>
+<span class="line"><span style="color:#A6ACCD;">storage</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">download</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">matches</span><span style="color:#89DDFF;">[</span><span style="color:#F78C6C;">0</span><span style="color:#89DDFF;">].</span><span style="color:#F07178;">uuid</span><span style="color:#89DDFF;">)</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-JWUE6" id="tab-SucWdm6" checked="checked"><label for="tab-SucWdm6">globus.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> TYPE_CHECKING</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> List</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> time</span></span>
diff --git a/assets/examples_globus-storage_index.md.dcf3824b.lean.js b/assets/examples_globus-storage_index.md.2fdc9ffe.lean.js
similarity index 100%
rename from assets/examples_globus-storage_index.md.dcf3824b.lean.js
rename to assets/examples_globus-storage_index.md.2fdc9ffe.lean.js
diff --git a/assets/examples_mpi-execution_index.md.a375f86a.js b/assets/examples_mpi-execution_index.md.717e47cd.js
similarity index 99%
rename from assets/examples_mpi-execution_index.md.a375f86a.js
rename to assets/examples_mpi-execution_index.md.717e47cd.js
index 52efc840..8f31fc7d 100644
--- a/assets/examples_mpi-execution_index.md.a375f86a.js
+++ b/assets/examples_mpi-execution_index.md.717e47cd.js
@@ -1,7 +1,7 @@
import{_ as s,o as n,c as a,O as l}from"./chunks/framework.62020867.js";const i=JSON.parse('{"title":"MPI execution","description":"","frontmatter":{},"headers":[],"relativePath":"examples/mpi-execution/index.md","filePath":"examples/mpi-execution/index.md"}'),p={name:"examples/mpi-execution/index.md"},o=l(`<h1 id="mpi-execution" tabindex="-1">MPI execution <a class="header-anchor" href="#mpi-execution" aria-label="Permalink to "MPI execution""></a></h1><p>Integration to launch <a href="https://en.wikipedia.org/wiki/Message_Passing_Interface" target="_blank" rel="noreferrer">MPI</a> jobs.</p><h2 id="usage-example" tabindex="-1">Usage example <a class="header-anchor" href="#usage-example" aria-label="Permalink to "Usage example""></a></h2><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">mpi</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">ranks</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">8</span><span style="color:#89DDFF;">}):</span></span>
-<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your MPI ready component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-2BAps" id="tab-yo8v0y6" checked="checked"><label for="tab-yo8v0y6">mpi.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
+<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your MPI ready component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-mS9iW" id="tab-Jd_a9fS" checked="checked"><label for="tab-Jd_a9fS">mpi.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> sys</span></span>
diff --git a/assets/examples_mpi-execution_index.md.a375f86a.lean.js b/assets/examples_mpi-execution_index.md.717e47cd.lean.js
similarity index 100%
rename from assets/examples_mpi-execution_index.md.a375f86a.lean.js
rename to assets/examples_mpi-execution_index.md.717e47cd.lean.js
diff --git a/assets/examples_require-execution_index.md.0305a671.js b/assets/examples_require-execution_index.md.2275dbae.js
similarity index 98%
rename from assets/examples_require-execution_index.md.0305a671.js
rename to assets/examples_require-execution_index.md.2275dbae.js
index 840c668c..c840b58c 100644
--- a/assets/examples_require-execution_index.md.0305a671.js
+++ b/assets/examples_require-execution_index.md.2275dbae.js
@@ -1,7 +1,7 @@
import{_ as s,o as a,c as n,O as l}from"./chunks/framework.62020867.js";const C=JSON.parse('{"title":"Require execution","description":"","frontmatter":{},"headers":[],"relativePath":"examples/require-execution/index.md","filePath":"examples/require-execution/index.md"}'),p={name:"examples/require-execution/index.md"},o=l(`<h1 id="require-execution" tabindex="-1">Require execution <a class="header-anchor" href="#require-execution" aria-label="Permalink to "Require execution""></a></h1><p>A way to assert that components have been cached.</p><h2 id="usage-example" tabindex="-1">Usage example <a class="header-anchor" href="#usage-example" aria-label="Permalink to "Usage example""></a></h2><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">require</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">):</span></span>
-<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># components to check</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-Pm4P8" id="tab-nIm4fGw" checked="checked"><label for="tab-nIm4fGw">require.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Execution</span></span>
+<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># components to check</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group--Ay1h" id="tab-5YUjHRD" checked="checked"><label for="tab-5YUjHRD">require.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Execution</span></span>
<span class="line"></span>
<span class="line"></span>
<span class="line"><span style="color:#C792EA;">class</span><span style="color:#A6ACCD;"> </span><span style="color:#FFCB6B;">Require</span><span style="color:#89DDFF;">(</span><span style="color:#FFCB6B;">Execution</span><span style="color:#89DDFF;">):</span></span>
diff --git a/assets/examples_require-execution_index.md.0305a671.lean.js b/assets/examples_require-execution_index.md.2275dbae.lean.js
similarity index 100%
rename from assets/examples_require-execution_index.md.0305a671.lean.js
rename to assets/examples_require-execution_index.md.2275dbae.lean.js
diff --git a/assets/examples_slurm-execution_index.md.144ddf03.js b/assets/examples_slurm-execution_index.md.3f898e32.js
similarity index 99%
rename from assets/examples_slurm-execution_index.md.144ddf03.js
rename to assets/examples_slurm-execution_index.md.3f898e32.js
index 9a3b7ee7..e0431ef0 100644
--- a/assets/examples_slurm-execution_index.md.144ddf03.js
+++ b/assets/examples_slurm-execution_index.md.3f898e32.js
@@ -1,7 +1,7 @@
import{_ as s,o as n,c as a,O as l}from"./chunks/framework.62020867.js";const i=JSON.parse('{"title":"Slurm execution","description":"","frontmatter":{},"headers":[],"relativePath":"examples/slurm-execution/index.md","filePath":"examples/slurm-execution/index.md"}'),o={name:"examples/slurm-execution/index.md"},p=l(`<h1 id="slurm-execution" tabindex="-1">Slurm execution <a class="header-anchor" href="#slurm-execution" aria-label="Permalink to "Slurm execution""></a></h1><p>Integration to submit to the <a href="https://slurm.schedmd.com/documentation.html" target="_blank" rel="noreferrer">Slurm</a> scheduler.</p><h2 id="usage-example" tabindex="-1">Usage example <a class="header-anchor" href="#usage-example" aria-label="Permalink to "Usage example""></a></h2><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">slurm</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">ranks</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">8</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">preamble</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">mpirun</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">}):</span></span>
-<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-GPQrP" id="tab-S9zKqPI" checked="checked"><label for="tab-S9zKqPI">slurm.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
+<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-Qw9RO" id="tab-hMNUR4y" checked="checked"><label for="tab-hMNUR4y">slurm.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> subprocess</span></span>
@@ -87,8 +87,10 @@ import{_ as s,o as n,c as a,O as l}from"./chunks/framework.62020867.js";const i=
<span class="line"><span style="color:#A6ACCD;"> cmd </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">[</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">rsync</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">-rLptgoD</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
-<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--exclude '.git'</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
-<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--filter='dir-merge,- .gitignore'</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--exclude</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">.git</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--filter</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">dir-merge,- .gitignore</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
<span class="line"><span style="color:#A6ACCD;"> Project</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">().</span><span style="color:#82AAFF;">path</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">""</span><span style="color:#89DDFF;">),</span></span>
<span class="line"><span style="color:#A6ACCD;"> source_code</span><span style="color:#89DDFF;">,</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">]</span></span>
diff --git a/assets/examples_slurm-execution_index.md.144ddf03.lean.js b/assets/examples_slurm-execution_index.md.3f898e32.lean.js
similarity index 100%
rename from assets/examples_slurm-execution_index.md.144ddf03.lean.js
rename to assets/examples_slurm-execution_index.md.3f898e32.lean.js
diff --git a/assets/guide_execution.md.0e8ec360.js b/assets/guide_execution.md.e5c12d47.js
similarity index 96%
rename from assets/guide_execution.md.0e8ec360.js
rename to assets/guide_execution.md.e5c12d47.js
index bc1a7c58..f9bdb929 100644
--- a/assets/guide_execution.md.0e8ec360.js
+++ b/assets/guide_execution.md.e5c12d47.js
@@ -1,4 +1,4 @@
-import{_ as o,D as l,o as e,c as p,z as n,a as s,G as t,B as c,O as r}from"./chunks/framework.62020867.js";const x=JSON.parse('{"title":"Execution","description":"","frontmatter":{},"headers":[],"relativePath":"guide/execution.md","filePath":"guide/execution.md"}'),i={name:"guide/execution.md"},y=n("h1",{id:"execution",tabindex:"-1"},[s("Execution "),n("a",{class:"header-anchor",href:"#execution","aria-label":'Permalink to "Execution"'},"")],-1),F=n("p",null,"Components can be executed in different ways. You may, for example, like to run components using multiprocessing or execute in a cloud environment. However, instead of adding the execution logic directly to your component code, machinable makes it easy to separate concerns. You can encapsulate the execution implementation in its own execution class that can then be used to execute the component.",-1),D=r(`<div class="vp-code-group"><div class="tabs"><input type="radio" name="group-l-BYw" id="tab-H55lnA_" checked="checked"><label for="tab-H55lnA_">multiprocess.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> multiprocessing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Pool</span></span>
+import{_ as o,D as e,o as l,c as p,z as n,a as s,G as t,B as c,O as r}from"./chunks/framework.62020867.js";const x=JSON.parse('{"title":"Execution","description":"","frontmatter":{},"headers":[],"relativePath":"guide/execution.md","filePath":"guide/execution.md"}'),i={name:"guide/execution.md"},y=n("h1",{id:"execution",tabindex:"-1"},[s("Execution "),n("a",{class:"header-anchor",href:"#execution","aria-label":'Permalink to "Execution"'},"")],-1),F=n("p",null,"Components can be executed in different ways. You may, for example, like to run components using multiprocessing or execute in a cloud environment. However, instead of adding the execution logic directly to your component code, machinable makes it easy to separate concerns. You can encapsulate the execution implementation in its own execution class that can then be used to execute the component.",-1),D=r(`<div class="vp-code-group"><div class="tabs"><input type="radio" name="group-8D7mL" id="tab-k0uWskd" checked="checked"><label for="tab-k0uWskd">multiprocess.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> multiprocessing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Pool</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Execution</span></span>
<span class="line"></span>
@@ -19,4 +19,4 @@ import{_ as o,D as l,o as e,c as p,z as n,a as s,G as t,B as c,O as r}from"./chu
<span class="line"><span style="color:#A6ACCD;"> pool</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">terminate</span><span style="color:#89DDFF;">()</span></span></code></pre></div></div></div><p>Much like a component, the execution class implements multiprocessing of the given <code>self.pending_executables</code> by dispatching them within a subprocess (<code>component.dispatch()</code>).</p><p>As usual, we can instantiate this execution using the module convention:</p><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#A6ACCD;">multiprocess </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">multiprocess</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">processes</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">2</span><span style="color:#89DDFF;">})</span></span></code></pre></div><p>Then, to use it, we can wrap the launch in the execution context:</p><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> multiprocessing</span><span style="color:#89DDFF;">:</span></span>
-<span class="line"><span style="color:#A6ACCD;"> mnist</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">launch</span><span style="color:#89DDFF;">()</span></span></code></pre></div><p>Check out the <a href="./../examples/">execution examples</a> that include generally useful implementations you may like to use in your projects.</p>`,7);function A(u,C,d,m,h,f){const a=l("Pydoc");return e(),p("div",null,[y,F,n("p",null,[s("To implement an execution, implement an interface that inherits from the "),t(a,null,{default:c(()=>[s("machinable.Execution")]),_:1}),s(" base class, for example:")]),D])}const g=o(i,[["render",A]]);export{x as __pageData,g as default};
+<span class="line"><span style="color:#A6ACCD;"> mnist</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">launch</span><span style="color:#89DDFF;">()</span></span></code></pre></div><p>Check out the <a href="./../examples/">execution examples</a> that include generally useful implementations you may like to use in your projects.</p>`,7);function A(u,C,d,m,h,f){const a=e("Pydoc");return l(),p("div",null,[y,F,n("p",null,[s("To implement an execution, implement an interface that inherits from the "),t(a,null,{default:c(()=>[s("machinable.Execution")]),_:1}),s(" base class, for example:")]),D])}const g=o(i,[["render",A]]);export{x as __pageData,g as default};
diff --git a/assets/guide_execution.md.0e8ec360.lean.js b/assets/guide_execution.md.e5c12d47.lean.js
similarity index 89%
rename from assets/guide_execution.md.0e8ec360.lean.js
rename to assets/guide_execution.md.e5c12d47.lean.js
index 680d7042..f1e38fb4 100644
--- a/assets/guide_execution.md.0e8ec360.lean.js
+++ b/assets/guide_execution.md.e5c12d47.lean.js
@@ -1 +1 @@
-import{_ as o,D as l,o as e,c as p,z as n,a as s,G as t,B as c,O as r}from"./chunks/framework.62020867.js";const x=JSON.parse('{"title":"Execution","description":"","frontmatter":{},"headers":[],"relativePath":"guide/execution.md","filePath":"guide/execution.md"}'),i={name:"guide/execution.md"},y=n("h1",{id:"execution",tabindex:"-1"},[s("Execution "),n("a",{class:"header-anchor",href:"#execution","aria-label":'Permalink to "Execution"'},"")],-1),F=n("p",null,"Components can be executed in different ways. You may, for example, like to run components using multiprocessing or execute in a cloud environment. However, instead of adding the execution logic directly to your component code, machinable makes it easy to separate concerns. You can encapsulate the execution implementation in its own execution class that can then be used to execute the component.",-1),D=r("",7);function A(u,C,d,m,h,f){const a=l("Pydoc");return e(),p("div",null,[y,F,n("p",null,[s("To implement an execution, implement an interface that inherits from the "),t(a,null,{default:c(()=>[s("machinable.Execution")]),_:1}),s(" base class, for example:")]),D])}const g=o(i,[["render",A]]);export{x as __pageData,g as default};
+import{_ as o,D as e,o as l,c as p,z as n,a as s,G as t,B as c,O as r}from"./chunks/framework.62020867.js";const x=JSON.parse('{"title":"Execution","description":"","frontmatter":{},"headers":[],"relativePath":"guide/execution.md","filePath":"guide/execution.md"}'),i={name:"guide/execution.md"},y=n("h1",{id:"execution",tabindex:"-1"},[s("Execution "),n("a",{class:"header-anchor",href:"#execution","aria-label":'Permalink to "Execution"'},"")],-1),F=n("p",null,"Components can be executed in different ways. You may, for example, like to run components using multiprocessing or execute in a cloud environment. However, instead of adding the execution logic directly to your component code, machinable makes it easy to separate concerns. You can encapsulate the execution implementation in its own execution class that can then be used to execute the component.",-1),D=r("",7);function A(u,C,d,m,h,f){const a=e("Pydoc");return l(),p("div",null,[y,F,n("p",null,[s("To implement an execution, implement an interface that inherits from the "),t(a,null,{default:c(()=>[s("machinable.Execution")]),_:1}),s(" base class, for example:")]),D])}const g=o(i,[["render",A]]);export{x as __pageData,g as default};
diff --git a/assets/guide_interface.md.1c0bc3da.js b/assets/guide_interface.md.f6429b0c.js
similarity index 98%
rename from assets/guide_interface.md.1c0bc3da.js
rename to assets/guide_interface.md.f6429b0c.js
index df76ef64..67b25a15 100644
--- a/assets/guide_interface.md.1c0bc3da.js
+++ b/assets/guide_interface.md.f6429b0c.js
@@ -17,11 +17,11 @@ import{_ as t,D as p,o as c,c as r,z as a,a as s,G as l,B as o,O as e}from"./chu
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#676E95;font-style:italic;"># -> this is equivalent to: MnistData({"batch_size": 8})</span></span>
<span class="line"><span style="color:#A6ACCD;">mnist</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">commit</span><span style="color:#89DDFF;">()</span></span></code></pre></div><p>Now, if we later want to retrieve this instance, we can use the same code in place of a unique ID:</p><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#A6ACCD;">mnist_reloaded </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">MnistData</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">batch_size</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">8</span><span style="color:#89DDFF;">})</span></span>
<span class="line"></span>
-<span class="line"><span style="color:#89DDFF;font-style:italic;">assert</span><span style="color:#A6ACCD;"> mnist </span><span style="color:#89DDFF;">==</span><span style="color:#A6ACCD;"> mnist_reloaded</span></span></code></pre></div>`,3),C=a("code",null,"MnistData",-1),u=a("code",null,"batch_size",-1),h=a("code",null,"8",-1),m=e(`<h2 id="the-module-convention" tabindex="-1">The module convention <a class="header-anchor" href="#the-module-convention" aria-label="Permalink to "The module convention""></a></h2><p>As your project grows, the classes that you implement should be moved into their own Python module. You are free to structure your code as you see fit but there is one hard constraint that classes must be placed in their own modules. The project source code may, for instance, be organized like this:</p><div class="language-"><button title="Copy Code" class="copy"></button><span class="lang"></span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#A6ACCD;">example_project/</span></span>
+<span class="line"><span style="color:#89DDFF;font-style:italic;">assert</span><span style="color:#A6ACCD;"> mnist </span><span style="color:#89DDFF;">==</span><span style="color:#A6ACCD;"> mnist_reloaded</span></span></code></pre></div>`,3),C=a("code",null,"MnistData",-1),h=a("code",null,"batch_size",-1),u=a("code",null,"8",-1),m=e(`<h2 id="the-module-convention" tabindex="-1">The module convention <a class="header-anchor" href="#the-module-convention" aria-label="Permalink to "The module convention""></a></h2><p>As your project grows, the classes that you implement should be moved into their own Python module. You are free to structure your code as you see fit but there is one hard constraint that classes must be placed in their own modules. The project source code may, for instance, be organized like this:</p><div class="language-"><button title="Copy Code" class="copy"></button><span class="lang"></span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#A6ACCD;">example_project/</span></span>
<span class="line"><span style="color:#A6ACCD;">├─ estimate_gravity.py # contains a data analysis component</span></span>
<span class="line"><span style="color:#A6ACCD;">├─ evolution/ </span></span>
<span class="line"><span style="color:#A6ACCD;">| └─ simulate_offspring.py # contains a evolutionary simulation</span></span>
-<span class="line"><span style="color:#A6ACCD;">└─ main.py # main script to execute</span></span></code></pre></div><p>The benefit of this requirement is that you can refer to the classes via their module import path. For example, using this <em>module convention</em>, you can simplify the instantiation of classes that are located in different modules:</p><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-8YAf7" id="tab-iXibnYG" checked="checked"><label for="tab-iXibnYG">main.py (before)</label><input type="radio" name="group-8YAf7" id="tab-igm4fsa"><label for="tab-igm4fsa">main.py (using the module convention)</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
+<span class="line"><span style="color:#A6ACCD;">└─ main.py # main script to execute</span></span></code></pre></div><p>The benefit of this requirement is that you can refer to the classes via their module import path. For example, using this <em>module convention</em>, you can simplify the instantiation of classes that are located in different modules:</p><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-U0KZ6" id="tab-215BMdB" checked="checked"><label for="tab-215BMdB">main.py (before)</label><input type="radio" name="group-U0KZ6" id="tab-p5hnVjv"><label for="tab-p5hnVjv">main.py (using the module convention)</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> estimate_gravity </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> EstimateGravity</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> evolution</span><span style="color:#89DDFF;">.</span><span style="color:#A6ACCD;">simulate_offspring </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> SimulateOffspring</span></span>
@@ -40,4 +40,4 @@ import{_ as t,D as p,o as c,c as r,z as a,a as s,G as l,B as o,O as e}from"./chu
<span class="line"><span style="color:#A6ACCD;">mnist </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">mnist_data</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">)</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">open</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">mnist</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">local_directory</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">download_script.sh</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">),</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">w</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">)</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;font-style:italic;">as</span><span style="color:#A6ACCD;"> f</span><span style="color:#89DDFF;">:</span></span>
<span class="line"><span style="color:#A6ACCD;"> f</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">write</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">...</span><span style="color:#89DDFF;">)</span></span>
-<span class="line"><span style="color:#A6ACCD;"> os</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">chmod</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">f</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">name</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">0o</span><span style="color:#F78C6C;">755</span><span style="color:#89DDFF;">)</span></span></code></pre></div><p>Overall, interfaces make it easy to associate data with code as instantiation, storage and retrieval are managed automatically behind the scenes.</p>`,2);function _(b,v,E,T,q,w){const n=p("Pydoc");return c(),r("div",null,[y,D,a("p",null,[s("To enable storage and retrival we can use an "),l(n,null,{default:o(()=>[s("machinable.Interface")]),_:1}),s(" class.")]),F,a("p",null,[s("Specifically, to instantiate an interface (e.g. "),A,s(") we can leverage the "),l(n,null,{default:o(()=>[s("machinable.get")]),_:1}),s(" function, which takes a class as the first argument and optional constructor arguments.")]),d,a("p",null,[s("What is happening here is that "),l(n,{caption:"get()"},{default:o(()=>[s("machinable.get")]),_:1}),s(" automatically searches the storage for an interface of type "),C,s(" with a "),u,s(" of "),h,s(". If such an instance has not been committed yet (like when initially running the code), a new instance with this configuration will be returned. But if such an instance has previously been committed, it will simply be reloaded.")]),m,a("p",null,[s("While machinable automatically commits crucial information about the interface, you can use "),l(n,null,{default:o(()=>[s("machinable.Interface.save_file")]),_:1}),s(" and "),l(n,null,{default:o(()=>[s("machinable.Interface.load_file")]),_:1}),s(" to easily store and retrieve additional custom data in different file formats:")]),f,a("p",null,[s("This may be useful to save and restore some custom state of the interface. Furthermore, you are free to implement your own methods to persist data by writing and reading from the interface's "),l(n,{caption:"local_directory()"},{default:o(()=>[s("machinable.Interface.local_directory")]),_:1}),s(":")]),g])}const S=t(i,[["render",_]]);export{k as __pageData,S as default};
+<span class="line"><span style="color:#A6ACCD;"> os</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">chmod</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">f</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">name</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">0o</span><span style="color:#F78C6C;">755</span><span style="color:#89DDFF;">)</span></span></code></pre></div><p>Overall, interfaces make it easy to associate data with code as instantiation, storage and retrieval are managed automatically behind the scenes.</p>`,2);function _(b,v,E,T,q,w){const n=p("Pydoc");return c(),r("div",null,[y,D,a("p",null,[s("To enable storage and retrival we can use an "),l(n,null,{default:o(()=>[s("machinable.Interface")]),_:1}),s(" class.")]),F,a("p",null,[s("Specifically, to instantiate an interface (e.g. "),A,s(") we can leverage the "),l(n,null,{default:o(()=>[s("machinable.get")]),_:1}),s(" function, which takes a class as the first argument and optional constructor arguments.")]),d,a("p",null,[s("What is happening here is that "),l(n,{caption:"get()"},{default:o(()=>[s("machinable.get")]),_:1}),s(" automatically searches the storage for an interface of type "),C,s(" with a "),h,s(" of "),u,s(". If such an instance has not been committed yet (like when initially running the code), a new instance with this configuration will be returned. But if such an instance has previously been committed, it will simply be reloaded.")]),m,a("p",null,[s("While machinable automatically commits crucial information about the interface, you can use "),l(n,null,{default:o(()=>[s("machinable.Interface.save_file")]),_:1}),s(" and "),l(n,null,{default:o(()=>[s("machinable.Interface.load_file")]),_:1}),s(" to easily store and retrieve additional custom data in different file formats:")]),f,a("p",null,[s("This may be useful to save and restore some custom state of the interface. Furthermore, you are free to implement your own methods to persist data by writing and reading from the interface's "),l(n,{caption:"local_directory()"},{default:o(()=>[s("machinable.Interface.local_directory")]),_:1}),s(":")]),g])}const S=t(i,[["render",_]]);export{k as __pageData,S as default};
diff --git a/assets/guide_interface.md.1c0bc3da.lean.js b/assets/guide_interface.md.f6429b0c.lean.js
similarity index 94%
rename from assets/guide_interface.md.1c0bc3da.lean.js
rename to assets/guide_interface.md.f6429b0c.lean.js
index 5fb79023..84a2379b 100644
--- a/assets/guide_interface.md.1c0bc3da.lean.js
+++ b/assets/guide_interface.md.f6429b0c.lean.js
@@ -1 +1 @@
-import{_ as t,D as p,o as c,c as r,z as a,a as s,G as l,B as o,O as e}from"./chunks/framework.62020867.js";const k=JSON.parse('{"title":"Interface","description":"","frontmatter":{},"headers":[],"relativePath":"guide/interface.md","filePath":"guide/interface.md"}'),i={name:"guide/interface.md"},y=a("h1",{id:"interface",tabindex:"-1"},[s("Interface "),a("a",{class:"header-anchor",href:"#interface","aria-label":'Permalink to "Interface"'},"")],-1),D=a("p",null,[a("a",{href:"./element.html"},"Elements"),s(" by themselves are limited in that they are effectively stateless. You can construct and use them but any computed result or additional information will not be persisted.")],-1),F=e("",6),A=a("code",null,"MnistData()",-1),d=e("",3),C=a("code",null,"MnistData",-1),u=a("code",null,"batch_size",-1),h=a("code",null,"8",-1),m=e("",7),f=e("",1),g=e("",2);function _(b,v,E,T,q,w){const n=p("Pydoc");return c(),r("div",null,[y,D,a("p",null,[s("To enable storage and retrival we can use an "),l(n,null,{default:o(()=>[s("machinable.Interface")]),_:1}),s(" class.")]),F,a("p",null,[s("Specifically, to instantiate an interface (e.g. "),A,s(") we can leverage the "),l(n,null,{default:o(()=>[s("machinable.get")]),_:1}),s(" function, which takes a class as the first argument and optional constructor arguments.")]),d,a("p",null,[s("What is happening here is that "),l(n,{caption:"get()"},{default:o(()=>[s("machinable.get")]),_:1}),s(" automatically searches the storage for an interface of type "),C,s(" with a "),u,s(" of "),h,s(". If such an instance has not been committed yet (like when initially running the code), a new instance with this configuration will be returned. But if such an instance has previously been committed, it will simply be reloaded.")]),m,a("p",null,[s("While machinable automatically commits crucial information about the interface, you can use "),l(n,null,{default:o(()=>[s("machinable.Interface.save_file")]),_:1}),s(" and "),l(n,null,{default:o(()=>[s("machinable.Interface.load_file")]),_:1}),s(" to easily store and retrieve additional custom data in different file formats:")]),f,a("p",null,[s("This may be useful to save and restore some custom state of the interface. Furthermore, you are free to implement your own methods to persist data by writing and reading from the interface's "),l(n,{caption:"local_directory()"},{default:o(()=>[s("machinable.Interface.local_directory")]),_:1}),s(":")]),g])}const S=t(i,[["render",_]]);export{k as __pageData,S as default};
+import{_ as t,D as p,o as c,c as r,z as a,a as s,G as l,B as o,O as e}from"./chunks/framework.62020867.js";const k=JSON.parse('{"title":"Interface","description":"","frontmatter":{},"headers":[],"relativePath":"guide/interface.md","filePath":"guide/interface.md"}'),i={name:"guide/interface.md"},y=a("h1",{id:"interface",tabindex:"-1"},[s("Interface "),a("a",{class:"header-anchor",href:"#interface","aria-label":'Permalink to "Interface"'},"")],-1),D=a("p",null,[a("a",{href:"./element.html"},"Elements"),s(" by themselves are limited in that they are effectively stateless. You can construct and use them but any computed result or additional information will not be persisted.")],-1),F=e("",6),A=a("code",null,"MnistData()",-1),d=e("",3),C=a("code",null,"MnistData",-1),h=a("code",null,"batch_size",-1),u=a("code",null,"8",-1),m=e("",7),f=e("",1),g=e("",2);function _(b,v,E,T,q,w){const n=p("Pydoc");return c(),r("div",null,[y,D,a("p",null,[s("To enable storage and retrival we can use an "),l(n,null,{default:o(()=>[s("machinable.Interface")]),_:1}),s(" class.")]),F,a("p",null,[s("Specifically, to instantiate an interface (e.g. "),A,s(") we can leverage the "),l(n,null,{default:o(()=>[s("machinable.get")]),_:1}),s(" function, which takes a class as the first argument and optional constructor arguments.")]),d,a("p",null,[s("What is happening here is that "),l(n,{caption:"get()"},{default:o(()=>[s("machinable.get")]),_:1}),s(" automatically searches the storage for an interface of type "),C,s(" with a "),h,s(" of "),u,s(". If such an instance has not been committed yet (like when initially running the code), a new instance with this configuration will be returned. But if such an instance has previously been committed, it will simply be reloaded.")]),m,a("p",null,[s("While machinable automatically commits crucial information about the interface, you can use "),l(n,null,{default:o(()=>[s("machinable.Interface.save_file")]),_:1}),s(" and "),l(n,null,{default:o(()=>[s("machinable.Interface.load_file")]),_:1}),s(" to easily store and retrieve additional custom data in different file formats:")]),f,a("p",null,[s("This may be useful to save and restore some custom state of the interface. Furthermore, you are free to implement your own methods to persist data by writing and reading from the interface's "),l(n,{caption:"local_directory()"},{default:o(()=>[s("machinable.Interface.local_directory")]),_:1}),s(":")]),g])}const S=t(i,[["render",_]]);export{k as __pageData,S as default};
diff --git a/assets/guide_introduction.md.d760cec5.js b/assets/guide_introduction.md.ced4be09.js
similarity index 97%
rename from assets/guide_introduction.md.d760cec5.js
rename to assets/guide_introduction.md.ced4be09.js
index acac1e54..af53602a 100644
--- a/assets/guide_introduction.md.d760cec5.js
+++ b/assets/guide_introduction.md.ced4be09.js
@@ -1,4 +1,4 @@
-import{_ as s,o as a,c as n,O as l}from"./chunks/framework.62020867.js";const C=JSON.parse('{"title":"Introduction","description":"","frontmatter":{},"headers":[],"relativePath":"guide/introduction.md","filePath":"guide/introduction.md"}'),o={name:"guide/introduction.md"},p=l(`<h1 id="introduction" tabindex="-1">Introduction <a class="header-anchor" href="#introduction" aria-label="Permalink to "Introduction""></a></h1><h2 id="what-is-machinable" tabindex="-1">What is machinable? <a class="header-anchor" href="#what-is-machinable" aria-label="Permalink to "What is machinable?""></a></h2><p><em>machinable</em> is a Python API for research code. It provides an object-oriented skeleton that helps you develop and experiment in a unified interface while handling tedious housekeeping behind the scenes.</p><p>The key idea is to unify the running of code and the retrieval of produced results in one abstraction. A detailed discussion of this approach can be found in the <a href="./../about/approach.html">about section</a>, but for now, here is a minimal example that illustrates the idea.</p><ol><li>Write some code</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-02jhN" id="tab-9URmRuk" checked="checked"><label for="tab-9URmRuk">montecarlo.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> random </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> random</span></span>
+import{_ as s,o as a,c as n,O as l}from"./chunks/framework.62020867.js";const C=JSON.parse('{"title":"Introduction","description":"","frontmatter":{},"headers":[],"relativePath":"guide/introduction.md","filePath":"guide/introduction.md"}'),o={name:"guide/introduction.md"},p=l(`<h1 id="introduction" tabindex="-1">Introduction <a class="header-anchor" href="#introduction" aria-label="Permalink to "Introduction""></a></h1><h2 id="what-is-machinable" tabindex="-1">What is machinable? <a class="header-anchor" href="#what-is-machinable" aria-label="Permalink to "What is machinable?""></a></h2><p><em>machinable</em> is a Python API for research code. It provides an object-oriented skeleton that helps you develop and experiment in a unified interface while handling tedious housekeeping behind the scenes.</p><p>The key idea is to unify the running of code and the retrieval of produced results in one abstraction. A detailed discussion of this approach can be found in the <a href="./../about/approach.html">about section</a>, but for now, here is a minimal example that illustrates the idea.</p><ol><li>Write some code</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-NdZWF" id="tab-ex4f8wN" checked="checked"><label for="tab-ex4f8wN">montecarlo.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> random </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> random</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> pydantic </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> BaseModel</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Field</span></span>
<span class="line"></span>
@@ -26,7 +26,7 @@ import{_ as s,o as a,c as n,O as l}from"./chunks/framework.62020867.js";const C=
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">print</span><span style="color:#89DDFF;">(</span></span>
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">f</span><span style="color:#C3E88D;">"After </span><span style="color:#F78C6C;">{</span><span style="color:#A6ACCD;">self</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">config</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">samples</span><span style="color:#F78C6C;">}</span><span style="color:#C3E88D;"> samples, "</span></span>
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">f</span><span style="color:#C3E88D;">"PI is approximately </span><span style="color:#F78C6C;">{</span><span style="color:#A6ACCD;">self</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">load_file</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">result.json</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">)[</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">pi</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">]</span><span style="color:#F78C6C;">}</span><span style="color:#C3E88D;">."</span></span>
-<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span></code></pre></div></div></div><ol start="2"><li>Run and inspect it using a unified abstraction</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-2g4Ny" id="tab-iNR-rR0" checked="checked"><label for="tab-iNR-rR0">Python</label><input type="radio" name="group-2g4Ny" id="tab-1WIlmLa"><label for="tab-1WIlmLa">Jupyter</label><input type="radio" name="group-2g4Ny" id="tab-9YWdWzl"><label for="tab-9YWdWzl">CLI</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
+<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span></code></pre></div></div></div><ol start="2"><li>Run and inspect it using a unified abstraction</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-oOwCA" id="tab-o6Xv1it" checked="checked"><label for="tab-o6Xv1it">Python</label><input type="radio" name="group-oOwCA" id="tab-RRk1WXc"><label for="tab-RRk1WXc">Jupyter</label><input type="radio" name="group-oOwCA" id="tab-OefQmbJ"><label for="tab-OefQmbJ">CLI</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#676E95;font-style:italic;"># Imports component in \`montecarlo.py\` with samples=150;</span></span>
<span class="line"><span style="color:#676E95;font-style:italic;"># if an component with this configuration exists, it</span></span>
diff --git a/assets/guide_introduction.md.d760cec5.lean.js b/assets/guide_introduction.md.ced4be09.lean.js
similarity index 100%
rename from assets/guide_introduction.md.d760cec5.lean.js
rename to assets/guide_introduction.md.ced4be09.lean.js
diff --git a/examples/aimstack-storage/index.html b/examples/aimstack-storage/index.html
index da733f71..cf3d80bd 100644
--- a/examples/aimstack-storage/index.html
+++ b/examples/aimstack-storage/index.html
@@ -6,12 +6,12 @@
<title>Aim storage | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
<link rel="modulepreload" href="/assets/chunks/framework.62020867.js">
<link rel="modulepreload" href="/assets/chunks/theme.240a561e.js">
<link rel="modulepreload" href="/assets/chunks/Pydoc.e1ecbd85.js">
- <link rel="modulepreload" href="/assets/examples_aimstack-storage_index.md.161b39fe.lean.js">
+ <link rel="modulepreload" href="/assets/examples_aimstack-storage_index.md.2d2a5dd8.lean.js">
<link rel="icon" href="/logo.png">
<link rel="manifest" href="/manifest.json">
<meta name="theme-color" content="#3eaf7c">
@@ -28,7 +28,7 @@
<span class="line"></span>
<span class="line"><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">aimstack</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">repo</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">./path/to/aim-repo</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">}).</span><span style="color:#82AAFF;">__enter__</span><span style="color:#89DDFF;">()</span></span>
<span class="line"></span>
-<span class="line"><span style="color:#676E95;font-style:italic;"># your code</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-i8p0e" id="tab-jOv7Xpf" checked="checked"><label for="tab-jOv7Xpf">aimstack.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> List</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span></span>
+<span class="line"><span style="color:#676E95;font-style:italic;"># your code</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-eMdDu" id="tab-hPCFRPu" checked="checked"><label for="tab-hPCFRPu">aimstack.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> List</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"></span>
@@ -84,7 +84,7 @@
<span class="line"></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;font-style:italic;">for</span><span style="color:#A6ACCD;"> k</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> v </span><span style="color:#89DDFF;font-style:italic;">in</span><span style="color:#A6ACCD;"> interface</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">__model__</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">model_dump</span><span style="color:#89DDFF;">().</span><span style="color:#82AAFF;">items</span><span style="color:#89DDFF;">():</span></span>
<span class="line"><span style="color:#A6ACCD;"> run</span><span style="color:#89DDFF;">[</span><span style="color:#A6ACCD;">k</span><span style="color:#89DDFF;">]</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> v</span></span></code></pre></div></div></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/examples/aimstack-storage/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><!----></div><div class="pager" data-v-face870a><a class="pager-link next" href="/examples/globus-storage/" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Globus</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/examples/dependent-schedules/index.html b/examples/dependent-schedules/index.html
index 973528fb..13e85633 100644
--- a/examples/dependent-schedules/index.html
+++ b/examples/dependent-schedules/index.html
@@ -6,7 +6,7 @@
<title>machinable | machinable</title>
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diff --git a/examples/globus-storage/index.html b/examples/globus-storage/index.html
index e702e1d8..c5b5958b 100644
--- a/examples/globus-storage/index.html
+++ b/examples/globus-storage/index.html
@@ -6,12 +6,12 @@
<title>Globus storage | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
<link rel="modulepreload" href="/assets/chunks/framework.62020867.js">
<link rel="modulepreload" href="/assets/chunks/theme.240a561e.js">
<link rel="modulepreload" href="/assets/chunks/Pydoc.e1ecbd85.js">
- <link rel="modulepreload" href="/assets/examples_globus-storage_index.md.dcf3824b.lean.js">
+ <link rel="modulepreload" href="/assets/examples_globus-storage_index.md.2fdc9ffe.lean.js">
<link rel="icon" href="/logo.png">
<link rel="manifest" href="/manifest.json">
<meta name="theme-color" content="#3eaf7c">
@@ -39,7 +39,7 @@
<span class="line"><span style="color:#82AAFF;">print</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">matches</span><span style="color:#89DDFF;">)</span></span>
<span class="line"></span>
<span class="line"><span style="color:#676E95;font-style:italic;"># download from globus</span></span>
-<span class="line"><span style="color:#A6ACCD;">storage</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">download</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">matches</span><span style="color:#89DDFF;">[</span><span style="color:#F78C6C;">0</span><span style="color:#89DDFF;">].</span><span style="color:#F07178;">uuid</span><span style="color:#89DDFF;">)</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-24GGz" id="tab-WMJr7Kc" checked="checked"><label for="tab-WMJr7Kc">globus.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> TYPE_CHECKING</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> List</span></span>
+<span class="line"><span style="color:#A6ACCD;">storage</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">download</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">matches</span><span style="color:#89DDFF;">[</span><span style="color:#F78C6C;">0</span><span style="color:#89DDFF;">].</span><span style="color:#F07178;">uuid</span><span style="color:#89DDFF;">)</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-JWUE6" id="tab-SucWdm6" checked="checked"><label for="tab-SucWdm6">globus.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> TYPE_CHECKING</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> List</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> time</span></span>
@@ -265,7 +265,7 @@
<span class="line"><span style="color:#A6ACCD;"> found</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">append</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">item</span><span style="color:#89DDFF;">[</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">name</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">])</span></span>
<span class="line"></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;font-style:italic;">return</span><span style="color:#A6ACCD;"> found</span></span></code></pre></div></div></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/examples/globus-storage/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/examples/aimstack-storage/" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Aimstack</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/examples/mpi-execution/" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>MPI</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/examples/index.html b/examples/index.html
index 1710d75f..8df25200 100644
--- a/examples/index.html
+++ b/examples/index.html
@@ -6,7 +6,7 @@
<title>How-to examples | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
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class="container" data-v-c4b0d3cf><div class="aside" data-v-c4b0d3cf><div class="aside-curtain" data-v-c4b0d3cf></div><div class="aside-container" data-v-c4b0d3cf><div class="aside-content" data-v-c4b0d3cf><div class="VPDocAside" data-v-c4b0d3cf data-v-3f215769><!--[--><!--]--><!--[--><!--]--><div class="VPDocAsideOutline" data-v-3f215769 data-v-ff0f39c8><div class="content" data-v-ff0f39c8><div class="outline-marker" data-v-ff0f39c8></div><div class="outline-title" data-v-ff0f39c8>On this page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _examples_mpi-execution_index" data-v-c4b0d3cf><div><h1 id="mpi-execution" tabindex="-1">MPI execution <a class="header-anchor" href="#mpi-execution" aria-label="Permalink to "MPI execution""></a></h1><p>Integration to launch <a href="https://en.wikipedia.org/wiki/Message_Passing_Interface" target="_blank" rel="noreferrer">MPI</a> jobs.</p><h2 id="usage-example" tabindex="-1">Usage example <a class="header-anchor" href="#usage-example" aria-label="Permalink to "Usage example""></a></h2><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">mpi</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">ranks</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">8</span><span style="color:#89DDFF;">}):</span></span>
-<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your MPI ready component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-2BAps" id="tab-yo8v0y6" checked="checked"><label for="tab-yo8v0y6">mpi.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
+<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your MPI ready component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-mS9iW" id="tab-Jd_a9fS" checked="checked"><label for="tab-Jd_a9fS">mpi.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> sys</span></span>
@@ -164,7 +164,7 @@
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;font-style:italic;">if</span><span style="color:#A6ACCD;"> self</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">config</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">dry</span><span style="color:#89DDFF;">:</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">print</span><span style="color:#89DDFF;">(</span><span style="color:#C792EA;">f</span><span style="color:#C3E88D;">"# Dry run ... </span><span style="color:#A6ACCD;">\n</span><span style="color:#C3E88D;"># ==============</span><span style="color:#A6ACCD;">\n</span><span style="color:#F78C6C;">{</span><span style="color:#82AAFF;">sp</span><span style="color:#F78C6C;">}</span><span style="color:#A6ACCD;">\n\n</span><span style="color:#C3E88D;">"</span><span style="color:#89DDFF;">)</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">print</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">all_script</span><span style="color:#89DDFF;">)</span></span></code></pre></div></div></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/examples/mpi-execution/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/examples/globus-storage/" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Globus</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/examples/slurm-execution/" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Slurm</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/examples/require-execution/index.html b/examples/require-execution/index.html
index 52eb3ad0..cd6bc700 100644
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+++ b/examples/require-execution/index.html
@@ -6,12 +6,12 @@
<title>Require execution | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
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@@ -27,7 +27,7 @@
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data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _examples_require-execution_index" data-v-c4b0d3cf><div><h1 id="require-execution" tabindex="-1">Require execution <a class="header-anchor" href="#require-execution" aria-label="Permalink to "Require execution""></a></h1><p>A way to assert that components have been cached.</p><h2 id="usage-example" tabindex="-1">Usage example <a class="header-anchor" href="#usage-example" aria-label="Permalink to "Usage example""></a></h2><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">require</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">):</span></span>
-<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># components to check</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-Pm4P8" id="tab-nIm4fGw" checked="checked"><label for="tab-nIm4fGw">require.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Execution</span></span>
+<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># components to check</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group--Ay1h" id="tab-5YUjHRD" checked="checked"><label for="tab-5YUjHRD">require.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Execution</span></span>
<span class="line"></span>
<span class="line"></span>
<span class="line"><span style="color:#C792EA;">class</span><span style="color:#A6ACCD;"> </span><span style="color:#FFCB6B;">Require</span><span style="color:#89DDFF;">(</span><span style="color:#FFCB6B;">Execution</span><span style="color:#89DDFF;">):</span></span>
@@ -62,7 +62,7 @@
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span>
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span>
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span></code></pre></div></div></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/examples/require-execution/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/examples/slurm-execution/" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Slurm</span></a></div><div class="has-prev pager" data-v-face870a><!----></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/examples/slurm-execution/index.html b/examples/slurm-execution/index.html
index 27b5b535..f05cd5da 100644
--- a/examples/slurm-execution/index.html
+++ b/examples/slurm-execution/index.html
@@ -6,12 +6,12 @@
<title>Slurm execution | machinable</title>
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data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _examples_slurm-execution_index" data-v-c4b0d3cf><div><h1 id="slurm-execution" tabindex="-1">Slurm execution <a class="header-anchor" href="#slurm-execution" aria-label="Permalink to "Slurm execution""></a></h1><p>Integration to submit to the <a href="https://slurm.schedmd.com/documentation.html" target="_blank" rel="noreferrer">Slurm</a> scheduler.</p><h2 id="usage-example" tabindex="-1">Usage example <a class="header-anchor" href="#usage-example" aria-label="Permalink to "Usage example""></a></h2><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">slurm</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">ranks</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">8</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">preamble</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">mpirun</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">}):</span></span>
-<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-GPQrP" id="tab-S9zKqPI" checked="checked"><label for="tab-S9zKqPI">slurm.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
+<span class="line"><span style="color:#A6ACCD;"> ... </span><span style="color:#676E95;font-style:italic;"># your component</span></span></code></pre></div><h2 id="source" tabindex="-1">Source <a class="header-anchor" href="#source" aria-label="Permalink to "Source""></a></h2><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-Qw9RO" id="tab-hMNUR4y" checked="checked"><label for="tab-hMNUR4y">slurm.py</label></div><div class="blocks"><div class="language-py active"><button title="Copy Code" class="copy"></button><span class="lang">py</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> typing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Literal</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Optional</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Union</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> os</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> subprocess</span></span>
@@ -113,8 +113,10 @@
<span class="line"><span style="color:#A6ACCD;"> cmd </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">[</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">rsync</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">-rLptgoD</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
-<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--exclude '.git'</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
-<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--filter='dir-merge,- .gitignore'</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--exclude</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">.git</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">--filter</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
+<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">dir-merge,- .gitignore</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span></span>
<span class="line"><span style="color:#A6ACCD;"> Project</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">().</span><span style="color:#82AAFF;">path</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">""</span><span style="color:#89DDFF;">),</span></span>
<span class="line"><span style="color:#A6ACCD;"> source_code</span><span style="color:#89DDFF;">,</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">]</span></span>
@@ -398,7 +400,7 @@
<span class="line"><span style="color:#A6ACCD;"> cmd </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">[</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">scancel</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> </span><span style="color:#FFCB6B;">str</span><span style="color:#89DDFF;">(</span><span style="color:#A6ACCD;">self</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">job_id</span><span style="color:#89DDFF;">)]</span></span>
<span class="line"><span style="color:#A6ACCD;"> result </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> subprocess</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">run</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">cmd</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#A6ACCD;font-style:italic;">capture_output</span><span style="color:#89DDFF;">=True)</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;font-style:italic;">return</span><span style="color:#A6ACCD;"> result</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">returncode</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">==</span><span style="color:#A6ACCD;"> </span><span style="color:#F78C6C;">0</span></span></code></pre></div></div></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/examples/slurm-execution/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/examples/mpi-execution/" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>MPI</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/examples/require-execution/" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Require</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/guide/cli.html b/guide/cli.html
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class="items" data-v-c4656e6d><!--[--><div class="VPSidebarItem level-1 is-link" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/execution.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>Execution</p><!--]--><!----></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link is-active has-active" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/cli.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>CLI</p><!--]--><!----></a><!----></div><!----></div><!--]--></div></section></div><!--]--><!--[--><!--]--></nav></aside><div class="VPContent has-sidebar" id="VPContent" data-v-b2cf3e0b data-v-a494bd1d><div class="VPDoc has-sidebar has-aside" data-v-a494bd1d data-v-c4b0d3cf><!--[--><!--]--><div class="container" data-v-c4b0d3cf><div class="aside" data-v-c4b0d3cf><div class="aside-curtain" data-v-c4b0d3cf></div><div class="aside-container" data-v-c4b0d3cf><div class="aside-content" data-v-c4b0d3cf><div class="VPDocAside" data-v-c4b0d3cf data-v-3f215769><!--[--><!--]--><!--[--><!--]--><div class="VPDocAsideOutline" data-v-3f215769 data-v-ff0f39c8><div class="content" data-v-ff0f39c8><div class="outline-marker" data-v-ff0f39c8></div><div class="outline-title" data-v-ff0f39c8>On this page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _guide_cli" data-v-c4b0d3cf><div><h1 id="command-line-interface" tabindex="-1">Command-line interface <a class="header-anchor" href="#command-line-interface" aria-label="Permalink to "Command-line interface""></a></h1><p>Components can be launched directly from the command-line. The CLI works out of the box and closely mirrors the Python interface. To run a component, type its module name and method name, optionally followed by the configuration options, for example:</p><div class="language-bash"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#FFCB6B;">machinable</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">mnist_data</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">batch_size=</span><span style="color:#F78C6C;">4</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">--launch</span></span></code></pre></div><p>To use multiprocessing, you may type:</p><div class="language-bash"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#FFCB6B;">machinable</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">mnist_data</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">batch_size=</span><span style="color:#F78C6C;">4</span><span style="color:#A6ACCD;"> \</span></span>
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">multiprocess</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">processes=</span><span style="color:#F78C6C;">4</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">--launch</span></span></code></pre></div><h3 id="creating-aliases" tabindex="-1">Creating aliases <a class="header-anchor" href="#creating-aliases" aria-label="Permalink to "Creating aliases""></a></h3><p>Generally, your command lines will likely look like the following:</p><div class="language-sh"><button title="Copy Code" class="copy"></button><span class="lang">sh</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#A6ACCD;">PYTHONPATH</span><span style="color:#89DDFF;">=</span><span style="color:#C3E88D;">.:</span><span style="color:#A6ACCD;">$PYTHONPATH </span><span style="color:#FFCB6B;">machinable</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">get</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">machinable.index</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">directory=</span><span style="color:#A6ACCD;">$STORAGE </span><span style="color:#89DDFF;"><</span><span style="color:#C3E88D;">interfaces</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">her</span><span style="color:#A6ACCD;">e</span><span style="color:#89DDFF;">></span></span></code></pre></div><p>This specifies to save and load results in the <code>$STORAGE</code> directory and it's useful to add an alias for this to your <code>.bashrc</code>:</p><div class="language-sh"><button title="Copy Code" class="copy"></button><span class="lang">sh</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#C792EA;">function</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">ma</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">{</span><span style="color:#A6ACCD;"> PYTHONPATH</span><span style="color:#89DDFF;">=</span><span style="color:#C3E88D;">.:</span><span style="color:#A6ACCD;">$PYTHONPATH </span><span style="color:#FFCB6B;">machinable</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">get</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">machinable.index</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">directory=</span><span style="color:#A6ACCD;">$STORAGE </span><span style="color:#89DDFF;">"</span><span style="color:#A6ACCD;font-style:italic;">$@</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">;</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">}</span></span></code></pre></div><p>so you can type</p><div class="language-sh"><button title="Copy Code" class="copy"></button><span class="lang">sh</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#FFCB6B;">ma</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;"><</span><span style="color:#C3E88D;">interfaces</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">her</span><span style="color:#A6ACCD;">e</span><span style="color:#89DDFF;">></span></span></code></pre></div><p>Note that <code>.<path></code> is a shorthand for <code>interface.<path></code>, e.g. typing <code>interface.example</code> is equivalent to <code>.example</code>.</p></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/cli.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" 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data-v-face870a><!----></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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</body>
diff --git a/guide/component.html b/guide/component.html
index 739f729a..d5e9ce07 100644
--- a/guide/component.html
+++ b/guide/component.html
@@ -6,7 +6,7 @@
<title>Component | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
<link rel="modulepreload" href="/assets/chunks/framework.62020867.js">
<link rel="modulepreload" href="/assets/chunks/theme.240a561e.js">
@@ -44,7 +44,7 @@
<span class="line"><span style="color:#A6ACCD;">Downloading </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">mnist</span><span style="color:#89DDFF;">'</span><span style="color:#A6ACCD;"> ...</span></span></code></pre></div><p>If the execution is successful, the component is marked as finished.</p><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;">>>></span><span style="color:#A6ACCD;"> mnist</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">execution</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">is_finished</span><span style="color:#89DDFF;">()</span></span>
<span class="line"><span style="color:#89DDFF;">True</span></span></code></pre></div><p>By design, component instances can only be executed once. They are automatically assigned a timestamp, random seed, as well as a nickname for easy identification.</p><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;">>>></span><span style="color:#A6ACCD;"> mnist</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">seed</span></span>
<span class="line"><span style="color:#F78C6C;">1632827863</span></span></code></pre></div><p>Invocations of <code>launch()</code> after successful execution, do not trigger another execution since the component is marked as cached. On the other hand, if the execution failed, calling <code>launch()</code> will resume the execution with the same configuration.</p></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/component.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/guide/interface.html" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Interface</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/guide/execution.html" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Execution</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
- <script>__VP_HASH_MAP__ = JSON.parse("{\"about_approach.md\":\"40736853\",\"examples_aimstack-storage_index.md\":\"161b39fe\",\"examples_dependent-schedules_index.md\":\"150d073c\",\"examples_globus-storage_index.md\":\"dcf3824b\",\"guide_installation.md\":\"451b5f72\",\"guide_introduction.md\":\"d760cec5\",\"guide_execution.md\":\"0e8ec360\",\"examples_require-execution_index.md\":\"0305a671\",\"examples_index.md\":\"6a333571\",\"guide_interface.md\":\"1c0bc3da\",\"guide_component.md\":\"b1a7d0da\",\"index.md\":\"ec5fddb7\",\"guide_element.md\":\"b35f8b9f\",\"reference_index.md\":\"a073225b\",\"guide_cli.md\":\"78a8616e\",\"examples_slurm-execution_index.md\":\"144ddf03\",\"examples_mpi-execution_index.md\":\"a375f86a\"}")
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</body>
diff --git a/guide/element.html b/guide/element.html
index 9398c38f..9f85bee9 100644
--- a/guide/element.html
+++ b/guide/element.html
@@ -6,7 +6,7 @@
<title>Element | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
<link rel="modulepreload" href="/assets/chunks/framework.62020867.js">
<link rel="modulepreload" href="/assets/chunks/theme.240a561e.js">
@@ -78,7 +78,7 @@
<span class="line"><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">batch_size</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#A6ACCD;"> </span><span style="color:#F78C6C;">8</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">name</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">mnist</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">}</span></span>
<span class="line"><span style="color:#89DDFF;">>>></span><span style="color:#A6ACCD;"> mnist</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">config</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">_update_</span></span>
<span class="line"><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">batch_size</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#A6ACCD;"> </span><span style="color:#F78C6C;">1</span><span style="color:#89DDFF;">}</span></span></code></pre></div><p>Elements support many more advanced configuration features such as typing, validation, parameter documentation, computed values, etc., which will be covered in later sections of the Guide. For now, to summarize, elements are classes with default configurations that may be modified with a list of configuration updates.</p></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/element.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/guide/installation.html" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Installation</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/guide/interface.html" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Interface</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/guide/execution.html b/guide/execution.html
index e17f6e44..8f012636 100644
--- a/guide/execution.html
+++ b/guide/execution.html
@@ -6,12 +6,12 @@
<title>Execution | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
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- <link rel="modulepreload" href="/assets/guide_execution.md.0e8ec360.lean.js">
+ <link rel="modulepreload" href="/assets/guide_execution.md.e5c12d47.lean.js">
<link rel="icon" href="/logo.png">
<link rel="manifest" href="/manifest.json">
<meta name="theme-color" content="#3eaf7c">
@@ -24,7 +24,7 @@
<script id="check-dark-light">(()=>{const e=localStorage.getItem("vitepress-theme-appearance")||"",a=window.matchMedia("(prefers-color-scheme: dark)").matches;(!e||e==="auto"?a:e==="dark")&&document.documentElement.classList.add("dark")})();</script>
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data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _guide_execution" data-v-c4b0d3cf><div><h1 id="execution" tabindex="-1">Execution <a class="header-anchor" href="#execution" aria-label="Permalink to "Execution""></a></h1><p>Components can be executed in different ways. You may, for example, like to run components using multiprocessing or execute in a cloud environment. However, instead of adding the execution logic directly to your component code, machinable makes it easy to separate concerns. You can encapsulate the execution implementation in its own execution class that can then be used to execute the component.</p><p>To implement an execution, implement an interface that inherits from the <a href="#" style="">Execution</a> base class, for example:</p><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-l-BYw" id="tab-H55lnA_" checked="checked"><label for="tab-H55lnA_">multiprocess.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> multiprocessing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Pool</span></span>
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data-v-c4b0d3cf><div class="aside" data-v-c4b0d3cf><div class="aside-curtain" data-v-c4b0d3cf></div><div class="aside-container" data-v-c4b0d3cf><div class="aside-content" data-v-c4b0d3cf><div class="VPDocAside" data-v-c4b0d3cf data-v-3f215769><!--[--><!--]--><!--[--><!--]--><div class="VPDocAsideOutline" data-v-3f215769 data-v-ff0f39c8><div class="content" data-v-ff0f39c8><div class="outline-marker" data-v-ff0f39c8></div><div class="outline-title" data-v-ff0f39c8>On this page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _guide_execution" data-v-c4b0d3cf><div><h1 id="execution" tabindex="-1">Execution <a class="header-anchor" href="#execution" aria-label="Permalink to "Execution""></a></h1><p>Components can be executed in different ways. You may, for example, like to run components using multiprocessing or execute in a cloud environment. However, instead of adding the execution logic directly to your component code, machinable makes it easy to separate concerns. You can encapsulate the execution implementation in its own execution class that can then be used to execute the component.</p><p>To implement an execution, implement an interface that inherits from the <a href="#" style="">Execution</a> base class, for example:</p><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-8D7mL" id="tab-k0uWskd" checked="checked"><label for="tab-k0uWskd">multiprocess.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> multiprocessing </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Pool</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> Execution</span></span>
<span class="line"></span>
@@ -46,7 +46,7 @@
<span class="line"></span>
<span class="line"><span style="color:#A6ACCD;">multiprocess </span><span style="color:#89DDFF;">=</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">get</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">multiprocess</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">{</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">processes</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">:</span><span style="color:#82AAFF;"> </span><span style="color:#F78C6C;">2</span><span style="color:#89DDFF;">})</span></span></code></pre></div><p>Then, to use it, we can wrap the launch in the execution context:</p><div class="language-python"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> multiprocessing</span><span style="color:#89DDFF;">:</span></span>
<span class="line"><span style="color:#A6ACCD;"> mnist</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">launch</span><span style="color:#89DDFF;">()</span></span></code></pre></div><p>Check out the <a href="./../examples/">execution examples</a> that include generally useful implementations you may like to use in your projects.</p></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/execution.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/guide/component.html" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Component</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/guide/cli.html" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>CLI</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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diff --git a/guide/installation.html b/guide/installation.html
index e9cbd2e6..b499efd8 100644
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+++ b/guide/installation.html
@@ -6,7 +6,7 @@
<title>Installation | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
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class="VPSidebarItem level-1 is-link is-active has-active" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/installation.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>Installation</p><!--]--><!----></a><!----></div><!----></div><!--]--></div></section></div><div class="group" data-v-af16598e><section class="VPSidebarItem level-0" data-v-af16598e data-v-c4656e6d><div class="item" role="button" tabindex="0" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><h2 class="text" data-v-c4656e6d>Concepts</h2><!----></div><div class="items" data-v-c4656e6d><!--[--><div class="VPSidebarItem level-1 is-link" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/element.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>Element</p><!--]--><!----></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/interface.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>Interface</p><!--]--><!----></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/component.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>Component</p><!--]--><!----></a><!----></div><!----></div><!--]--></div></section></div><div class="group" data-v-af16598e><section class="VPSidebarItem level-0" data-v-af16598e data-v-c4656e6d><div class="item" role="button" tabindex="0" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><h2 class="text" data-v-c4656e6d>Basics</h2><!----></div><div class="items" data-v-c4656e6d><!--[--><div class="VPSidebarItem level-1 is-link" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/execution.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>Execution</p><!--]--><!----></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-c4656e6d data-v-c4656e6d><div class="item" data-v-c4656e6d><div class="indicator" data-v-c4656e6d></div><a class="VPLink link link" href="/guide/cli.html" data-v-c4656e6d data-v-8f4dc553><!--[--><p class="text" data-v-c4656e6d>CLI</p><!--]--><!----></a><!----></div><!----></div><!--]--></div></section></div><!--]--><!--[--><!--]--></nav></aside><div class="VPContent has-sidebar" id="VPContent" data-v-b2cf3e0b data-v-a494bd1d><div class="VPDoc has-sidebar has-aside" data-v-a494bd1d data-v-c4b0d3cf><!--[--><!--]--><div class="container" data-v-c4b0d3cf><div class="aside" data-v-c4b0d3cf><div class="aside-curtain" data-v-c4b0d3cf></div><div class="aside-container" data-v-c4b0d3cf><div class="aside-content" data-v-c4b0d3cf><div class="VPDocAside" data-v-c4b0d3cf data-v-3f215769><!--[--><!--]--><!--[--><!--]--><div class="VPDocAsideOutline" data-v-3f215769 data-v-ff0f39c8><div class="content" data-v-ff0f39c8><div class="outline-marker" data-v-ff0f39c8></div><div class="outline-title" data-v-ff0f39c8>On this page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _guide_installation" data-v-c4b0d3cf><div><h1 id="installation" tabindex="-1">Installation <a class="header-anchor" href="#installation" aria-label="Permalink to "Installation""></a></h1><p>machinable is available via <a href="https://pypi.org/project/machinable/" target="_blank" rel="noreferrer">pip</a>. Install the current release</p><div class="language-bash"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#FFCB6B;">$</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">pip</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">install</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">machinable</span></span></code></pre></div><div class="info custom-block"><p class="custom-block-title">INFO</p><p>machinable currently supports Python 3.8 and higher</p></div><p>Note that machinable requires the sqlite json1 extension, otherwise, you will likely see the error message: <code>sqlite3.OperationalError: no such function: json_extract</code>. In this case, an easy way to obtain a suitable sqlite version is to install <a href="https://github.com/nalgeon/sqlean.py" target="_blank" rel="noreferrer">sqlean.py</a>:</p><div class="language-bash"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#FFCB6B;">$</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">pip</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">install</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">sqlean.py</span></span></code></pre></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/installation.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/guide/introduction.html" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Introduction</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/guide/element.html" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Element</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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</body>
diff --git a/guide/interface.html b/guide/interface.html
index e8380cca..30f620bf 100644
--- a/guide/interface.html
+++ b/guide/interface.html
@@ -6,12 +6,12 @@
<title>Interface | machinable</title>
<meta name="description" content="A modular configuration system for research projects">
<link rel="preload stylesheet" href="/assets/style.3acbc336.css" as="style">
- <script type="module" src="/assets/app.39fe5660.js"></script>
+ <script type="module" src="/assets/app.6df91b0e.js"></script>
<link rel="preload" href="/assets/inter-roman-latin.2ed14f66.woff2" as="font" type="font/woff2" crossorigin="">
<link rel="modulepreload" href="/assets/chunks/framework.62020867.js">
<link rel="modulepreload" href="/assets/chunks/theme.240a561e.js">
<link rel="modulepreload" href="/assets/chunks/Pydoc.e1ecbd85.js">
- <link rel="modulepreload" href="/assets/guide_interface.md.1c0bc3da.lean.js">
+ <link rel="modulepreload" href="/assets/guide_interface.md.f6429b0c.lean.js">
<link rel="icon" href="/logo.png">
<link rel="manifest" href="/manifest.json">
<meta name="theme-color" content="#3eaf7c">
@@ -47,7 +47,7 @@
<span class="line"><span style="color:#A6ACCD;">├─ estimate_gravity.py # contains a data analysis component</span></span>
<span class="line"><span style="color:#A6ACCD;">├─ evolution/ </span></span>
<span class="line"><span style="color:#A6ACCD;">| └─ simulate_offspring.py # contains a evolutionary simulation</span></span>
-<span class="line"><span style="color:#A6ACCD;">└─ main.py # main script to execute</span></span></code></pre></div><p>The benefit of this requirement is that you can refer to the classes via their module import path. For example, using this <em>module convention</em>, you can simplify the instantiation of classes that are located in different modules:</p><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-8YAf7" id="tab-iXibnYG" checked="checked"><label for="tab-iXibnYG">main.py (before)</label><input type="radio" name="group-8YAf7" id="tab-igm4fsa"><label for="tab-igm4fsa">main.py (using the module convention)</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
+<span class="line"><span style="color:#A6ACCD;">└─ main.py # main script to execute</span></span></code></pre></div><p>The benefit of this requirement is that you can refer to the classes via their module import path. For example, using this <em>module convention</em>, you can simplify the instantiation of classes that are located in different modules:</p><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-U0KZ6" id="tab-215BMdB" checked="checked"><label for="tab-215BMdB">main.py (before)</label><input type="radio" name="group-U0KZ6" id="tab-p5hnVjv"><label for="tab-p5hnVjv">main.py (using the module convention)</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> estimate_gravity </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> EstimateGravity</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> evolution</span><span style="color:#89DDFF;">.</span><span style="color:#A6ACCD;">simulate_offspring </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> SimulateOffspring</span></span>
@@ -67,7 +67,7 @@
<span class="line"><span style="color:#89DDFF;font-style:italic;">with</span><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">open</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">mnist</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">local_directory</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">download_script.sh</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">),</span><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">"</span><span style="color:#C3E88D;">w</span><span style="color:#89DDFF;">"</span><span style="color:#89DDFF;">)</span><span style="color:#A6ACCD;"> </span><span style="color:#89DDFF;font-style:italic;">as</span><span style="color:#A6ACCD;"> f</span><span style="color:#89DDFF;">:</span></span>
<span class="line"><span style="color:#A6ACCD;"> f</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">write</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">...</span><span style="color:#89DDFF;">)</span></span>
<span class="line"><span style="color:#A6ACCD;"> os</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">chmod</span><span style="color:#89DDFF;">(</span><span style="color:#82AAFF;">f</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">name</span><span style="color:#89DDFF;">,</span><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">0o</span><span style="color:#F78C6C;">755</span><span style="color:#89DDFF;">)</span></span></code></pre></div><p>Overall, interfaces make it easy to associate data with code as instantiation, storage and retrieval are managed automatically behind the scenes.</p></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/interface.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><a class="pager-link prev" href="/guide/element.html" data-v-face870a><span class="desc" data-v-face870a>Previous page</span><span class="title" data-v-face870a>Element</span></a></div><div class="has-prev pager" data-v-face870a><a class="pager-link next" href="/guide/component.html" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Component</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _guide_introduction" data-v-c4b0d3cf><div><h1 id="introduction" tabindex="-1">Introduction <a class="header-anchor" href="#introduction" aria-label="Permalink to "Introduction""></a></h1><h2 id="what-is-machinable" tabindex="-1">What is machinable? <a class="header-anchor" href="#what-is-machinable" aria-label="Permalink to "What is machinable?""></a></h2><p><em>machinable</em> is a Python API for research code. It provides an object-oriented skeleton that helps you develop and experiment in a unified interface while handling tedious housekeeping behind the scenes.</p><p>The key idea is to unify the running of code and the retrieval of produced results in one abstraction. A detailed discussion of this approach can be found in the <a href="./../about/approach.html">about section</a>, but for now, here is a minimal example that illustrates the idea.</p><ol><li>Write some code</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-02jhN" id="tab-9URmRuk" checked="checked"><label for="tab-9URmRuk">montecarlo.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> random </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> random</span></span>
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data-v-a494bd1d data-v-c4b0d3cf><!--[--><!--]--><div class="container" data-v-c4b0d3cf><div class="aside" data-v-c4b0d3cf><div class="aside-curtain" data-v-c4b0d3cf></div><div class="aside-container" data-v-c4b0d3cf><div class="aside-content" data-v-c4b0d3cf><div class="VPDocAside" data-v-c4b0d3cf data-v-3f215769><!--[--><!--]--><!--[--><!--]--><div class="VPDocAsideOutline" data-v-3f215769 data-v-ff0f39c8><div class="content" data-v-ff0f39c8><div class="outline-marker" data-v-ff0f39c8></div><div class="outline-title" data-v-ff0f39c8>On this page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _guide_introduction" data-v-c4b0d3cf><div><h1 id="introduction" tabindex="-1">Introduction <a class="header-anchor" href="#introduction" aria-label="Permalink to "Introduction""></a></h1><h2 id="what-is-machinable" tabindex="-1">What is machinable? <a class="header-anchor" href="#what-is-machinable" aria-label="Permalink to "What is machinable?""></a></h2><p><em>machinable</em> is a Python API for research code. It provides an object-oriented skeleton that helps you develop and experiment in a unified interface while handling tedious housekeeping behind the scenes.</p><p>The key idea is to unify the running of code and the retrieval of produced results in one abstraction. A detailed discussion of this approach can be found in the <a href="./../about/approach.html">about section</a>, but for now, here is a minimal example that illustrates the idea.</p><ol><li>Write some code</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-NdZWF" id="tab-ex4f8wN" checked="checked"><label for="tab-ex4f8wN">montecarlo.py</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> random </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> random</span></span>
<span class="line"></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> pydantic </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> BaseModel</span><span style="color:#89DDFF;">,</span><span style="color:#A6ACCD;"> Field</span></span>
<span class="line"></span>
@@ -52,7 +52,7 @@
<span class="line"><span style="color:#A6ACCD;"> </span><span style="color:#82AAFF;">print</span><span style="color:#89DDFF;">(</span></span>
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">f</span><span style="color:#C3E88D;">"After </span><span style="color:#F78C6C;">{</span><span style="color:#A6ACCD;">self</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">config</span><span style="color:#89DDFF;">.</span><span style="color:#F07178;">samples</span><span style="color:#F78C6C;">}</span><span style="color:#C3E88D;"> samples, "</span></span>
<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#C792EA;">f</span><span style="color:#C3E88D;">"PI is approximately </span><span style="color:#F78C6C;">{</span><span style="color:#A6ACCD;">self</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">load_file</span><span style="color:#89DDFF;">(</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">result.json</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">)[</span><span style="color:#89DDFF;">'</span><span style="color:#C3E88D;">pi</span><span style="color:#89DDFF;">'</span><span style="color:#89DDFF;">]</span><span style="color:#F78C6C;">}</span><span style="color:#C3E88D;">."</span></span>
-<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span></code></pre></div></div></div><ol start="2"><li>Run and inspect it using a unified abstraction</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-2g4Ny" id="tab-iNR-rR0" checked="checked"><label for="tab-iNR-rR0">Python</label><input type="radio" name="group-2g4Ny" id="tab-1WIlmLa"><label for="tab-1WIlmLa">Jupyter</label><input type="radio" name="group-2g4Ny" id="tab-9YWdWzl"><label for="tab-9YWdWzl">CLI</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
+<span class="line"><span style="color:#82AAFF;"> </span><span style="color:#89DDFF;">)</span></span></code></pre></div></div></div><ol start="2"><li>Run and inspect it using a unified abstraction</li></ol><div class="vp-code-group"><div class="tabs"><input type="radio" name="group-oOwCA" id="tab-o6Xv1it" checked="checked"><label for="tab-o6Xv1it">Python</label><input type="radio" name="group-oOwCA" id="tab-RRk1WXc"><label for="tab-RRk1WXc">Jupyter</label><input type="radio" name="group-oOwCA" id="tab-OefQmbJ"><label for="tab-OefQmbJ">CLI</label></div><div class="blocks"><div class="language-python active"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#89DDFF;font-style:italic;">from</span><span style="color:#A6ACCD;"> machinable </span><span style="color:#89DDFF;font-style:italic;">import</span><span style="color:#A6ACCD;"> get</span></span>
<span class="line"></span>
<span class="line"><span style="color:#676E95;font-style:italic;"># Imports component in `montecarlo.py` with samples=150;</span></span>
<span class="line"><span style="color:#676E95;font-style:italic;"># if an component with this configuration exists, it</span></span>
@@ -76,7 +76,7 @@
<span class="line"><span style="color:#89DDFF;">>>></span><span style="color:#A6ACCD;"> experiment</span><span style="color:#89DDFF;">.</span><span style="color:#82AAFF;">local_directory</span><span style="color:#89DDFF;">()</span></span>
<span class="line"><span style="color:#89DDFF;font-style:italic;">'</span><span style="color:#676E95;font-style:italic;">./storage/24aee0fd05024400b116593d1436e9f5</span><span style="color:#89DDFF;font-style:italic;">'</span></span></code></pre></div><div class="language-bash"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki material-theme-palenight"><code><span class="line"><span style="color:#FFCB6B;">$</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">machinable</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">montecarlo</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">samples=</span><span style="color:#F78C6C;">150</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">--launch</span><span style="color:#A6ACCD;"> </span><span style="color:#C3E88D;">--summary</span></span>
<span class="line"><span style="color:#89DDFF;">></span><span style="color:#A6ACCD;"> After 150 samples, PI is approximately 3.1466666666666665.</span></span></code></pre></div></div></div><p>The above example demonstrates the two core principles of <em>machinable</em> code:</p><ul><li><strong>Enforced modularity</strong> The Monte Carlo algorithm is encapsulated in its own module that can be instantiated with different configuration settings.</li><li><strong>Unified representation</strong> Running code is handled through the same interface that is used to retrieve produced results; multiple invocations simply reload and display the results without re-running the experiment.</li></ul><p>You may already have questions - don't worry. We will cover the details in the rest of the documentation. For now, please read along so you can have a high-level understanding of what machinable offers.</p><h2 id="what-it-is-not" tabindex="-1">What it is not <a class="header-anchor" href="#what-it-is-not" aria-label="Permalink to "What it is not""></a></h2><p>Research is extremely diverse so machinable primarily aims to be an <strong>API-spec</strong> that leaves concrete feature implementation to the user. Check out the <a href="./../examples/">examples</a> to learn what this looks like in practice.</p><h2 id="where-to-go-from-here" tabindex="-1">Where to go from here <a class="header-anchor" href="#where-to-go-from-here" aria-label="Permalink to "Where to go from here""></a></h2><div class="info custom-block"><p class="custom-block-title">⚙️ Installation</p><p>We recommend <a href="./installation.html">installing machinable</a> to try things out while following along.</p></div><div class="info custom-block"><p class="custom-block-title">🧑🎓 <a href="./element.html">Continue with the Guide</a></p><p>Designed to learn concepts hands-on. Starts with the bare minimum of concepts necessary to start using machinable. Along the way, it will provide pointers to sections that discuss concepts in more detail or cover more advanced functionality.</p></div><div class="info custom-block"><p class="custom-block-title">➡️ <a href="./../examples/">Check out the How-to guides</a></p><p>Explore real-world examples that demonstrate advanced concepts</p></div><div class="info custom-block"><p class="custom-block-title">📖 <a href="./../reference/">Consult the Reference</a></p><p>Describes available APIs in full detail.</p></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/guide/introduction.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path d="M8,17c-0.3,0-0.5-0.1-0.7-0.3C7,16.5,6.9,16.1,7,15.8l1-4c0-0.2,0.1-0.3,0.3-0.5l9.5-9.5c1.2-1.2,3.2-1.2,4.4,0c1.2,1.2,1.2,3.2,0,4.4l-9.5,9.5c-0.1,0.1-0.3,0.2-0.5,0.3l-4,1C8.2,17,8.1,17,8,17zM9.9,12.5l-0.5,2.1l2.1-0.5l9.3-9.3c0.4-0.4,0.4-1.1,0-1.6c-0.4-0.4-1.2-0.4-1.6,0l0,0L9.9,12.5z M18.5,2.5L18.5,2.5L18.5,2.5z"></path></svg> Edit this page on GitHub<!--]--><!----></a></div><!----></div><div class="prev-next" data-v-face870a><div class="pager" data-v-face870a><!----></div><div class="pager" data-v-face870a><a class="pager-link next" href="/guide/installation.html" data-v-face870a><span class="desc" data-v-face870a>Next page</span><span class="title" data-v-face870a>Installation</span></a></div></div></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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<title>machinable | machinable</title>
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data-v-e5dd9c1c></span><span class="bottom" data-v-e5dd9c1c></span></span></button></div></div></div></div><!----></header><!----><!----><div class="VPContent is-home" id="VPContent" data-v-b2cf3e0b data-v-a494bd1d><div class="VPHome" data-v-a494bd1d data-v-d82743a8><!--[--><!--]--><div class="VPHero has-image VPHomeHero" data-v-d82743a8 data-v-fd2650d5><div class="container" data-v-fd2650d5><div class="main" data-v-fd2650d5><!--[--><h1 class="name" data-v-fd2650d5><span class="clip" data-v-fd2650d5>machinable</span></h1><p class="text" data-v-fd2650d5>research code</p><p class="tagline" data-v-fd2650d5>A modular system to manage research code so you can move quickly while enabling reuse and collaboration.</p><!--]--><div class="actions" data-v-fd2650d5><!--[--><div class="action" data-v-fd2650d5><a class="VPButton medium brand" href="/guide/introduction.html" data-v-fd2650d5 data-v-567ba664>Get Started</a></div><div class="action" data-v-fd2650d5><a class="VPButton medium alt" href="https://github.com/machinable-org/machinable" target="_blank" rel="noreferrer" data-v-fd2650d5 data-v-567ba664>View on GitHub</a></div><!--]--></div></div><div class="image" data-v-fd2650d5><div class="image-container" data-v-fd2650d5><div class="image-bg" data-v-fd2650d5></div><!--[--><!--[--><img class="VPImage image-src" src="/logo/logo.png" alt="machinable-logo" data-v-6db2186b><!--]--><!--]--></div></div></div></div><!--[--><!--]--><!--[--><!--]--><div class="VPFeatures VPHomeFeatures" data-v-d82743a8 data-v-ba861f23><div class="container" data-v-ba861f23><div class="items" data-v-ba861f23><!--[--><div class="grid-3 item" data-v-ba861f23><span class="VPLink VPFeature" data-v-ba861f23 data-v-837f6cca data-v-8f4dc553><!--[--><article class="box" data-v-837f6cca><div class="icon" data-v-837f6cca>🛠️</div><h2 class="title" data-v-837f6cca>Unified representation</h2><p class="details" data-v-837f6cca>Run code and inspect results using the same abstraction. Check out the example below ⏬</p><!----></article><!--]--><!----></span></div><div class="grid-3 item" data-v-ba861f23><span class="VPLink VPFeature" data-v-ba861f23 data-v-837f6cca data-v-8f4dc553><!--[--><article class="box" data-v-837f6cca><div class="icon" data-v-837f6cca>⚡️</div><h2 class="title" data-v-837f6cca>Designed for rapid iteration</h2><p class="details" data-v-837f6cca>Spend more time experimenting while relying on machinable to keep things organized.</p><!----></article><!--]--><!----></span></div><div class="grid-3 item" data-v-ba861f23><span class="VPLink VPFeature" data-v-ba861f23 data-v-837f6cca data-v-8f4dc553><!--[--><article class="box" data-v-837f6cca><div class="icon" data-v-837f6cca>💡</div><h2 class="title" data-v-837f6cca>Hackable and interactive</h2><p class="details" data-v-837f6cca>Tweak, extend, override while leveraging first-class support for Jupyter as well as the CLI.</p><!----></article><!--]--><!----></span></div><!--]--></div></div></div><!--[--><!--]--><div style="position:relative;" data-v-d82743a8><div data-v-7602e9ce><br data-v-7602e9ce><br data-v-7602e9ce><br data-v-7602e9ce><br data-v-7602e9ce><section id="pitch" data-v-7602e9ce><div class="container" data-v-7602e9ce><div class="top" data-v-7602e9ce><span class="first dot" data-v-7602e9ce></span><span class="second dot" data-v-7602e9ce></span><span class="third dot" data-v-7602e9ce></span> 💻 </div><div class="content" data-v-7602e9ce><div class="info custom-block" data-v-7602e9ce><p class="custom-block-title" data-v-7602e9ce>Some research code</p><p data-v-7602e9ce>Running code ...</p><p data-v-7602e9ce><code data-v-7602e9ce>python regression.py --rate=0.1 --logs=1 --name=run-01</code></p><p data-v-7602e9ce>... and loading the corresponding results ...</p><p data-v-7602e9ce><code data-v-7602e9ce>python plot_regression_result.py --component=run-01</code></p><p data-v-7602e9ce>... are distinct and often redundant.</p><p data-v-7602e9ce>This means you have to manually keep track by remembering what the component with <code data-v-7602e9ce>rate=0.1</code> was called.</p></div><br data-v-7602e9ce><div class="tip custom-block" data-v-7602e9ce><p class="custom-block-title" data-v-7602e9ce>machinable research code</p><p data-v-7602e9ce>Running code ...</p><p data-v-7602e9ce><code data-v-7602e9ce>machinable regression rate=0.1 logs_=True --launch</code></p><p data-v-7602e9ce>... and loading the corresponding results ...</p><p data-v-7602e9ce><code data-v-7602e9ce>machinable regression rate=0.1 logs_=True --launch --plot</code></p><p data-v-7602e9ce>... are distinct but use the same abstraction.</p><p data-v-7602e9ce>This means no need to worry about names as machinable automatically keeps track if you ran <code data-v-7602e9ce>rate=0.1</code> before.</p></div><br data-v-7602e9ce><p data-v-7602e9ce>➡️ <a href="./about/approach.html" data-v-7602e9ce>Learn more about machinable's approach</a></p></div></div></section><br data-v-7602e9ce><br data-v-7602e9ce><br data-v-7602e9ce><img src="/assets/logo.9895b1a3.png" style="width:64px;margin:0 auto;" alt="logo" data-v-7602e9ce></div></div></div></div><footer class="VPFooter" data-v-b2cf3e0b data-v-2f86ebd2><div class="container" data-v-2f86ebd2><p class="message" data-v-2f86ebd2>MIT Licensed</p><p class="copyright" data-v-2f86ebd2>Copyright © 2021-present</p></div></footer><!--[--><!--]--></div></div>
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page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _reference_index" data-v-c4b0d3cf><div><h1 id="reference-documentation" tabindex="-1">Reference documentation <a class="header-anchor" href="#reference-documentation" aria-label="Permalink to "Reference documentation""></a></h1><p>This page contains detailed API reference documentation. It is intended to be an in-depth resource for understanding the implementation details of machinable's interfaces. You may prefer reviewing the more explanatory <a href="./../guide/introduction.html">guide</a> before consulting this reference.</p><h2 id="api" tabindex="-1">API <a class="header-anchor" href="#api" aria-label="Permalink to "API""></a></h2><div><ul><!--[--><li><a href="#" style="">Component</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">dispatch_code</a><!----></li><li><a href="#" style="">executions</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_failure</a><!----></li><li><a href="#" style="">on_finish</a><!----></li><li><a href="#" style="">on_heartbeat</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_seeding</a><!----></li><li><a href="#" style="">on_success</a><!----></li><li><a href="#" style="">on_write_meta_data</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Element</a><ul><!--[--><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Execution</a><ul><!--[--><li><a href="#" style="">add</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">canonicalize_resources</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">component_directory</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">computed_resources</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">deferred</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">executable</a><!----></li><li><a href="#" style="">executables</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">finished_at</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">heartbeat_at</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_active</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_finished</a><!----></li><li><a href="#" style="">is_incomplete</a><!----></li><li><a href="#" style="">is_live</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_resumed</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">is_started</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">of</a><!----></li><li><a href="#" style="">on_add</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_default_resources</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_verify_schedule</a><!----></li><li><a href="#" style="">output</a><!----></li><li><a href="#" style="">output_filepath</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resumed_at</a><!----></li><li><a href="#" style="">retrieve_status</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">schedule</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">started_at</a><!----></li><li><a href="#" style="">stream_output</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update_status</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Index</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">config_in_directory</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">create_relation</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_context</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">find_related</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">import_directory</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Interface</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Mixin</a><!----></li><li><a href="#" style="">Project</a><ul><!--[--><li><a href="#" style="">add_to_path</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">element</a><!----></li><li><a href="#" style="">exists</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">get_code_version</a><!----></li><li><a href="#" style="">get_diff</a><!----></li><li><a href="#" style="">get_host_info</a><!----></li><li><a href="#" style="">get_root</a><!----></li><li><a href="#" style="">get_vendors</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_root</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">name</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_resolve_element</a><!----></li><li><a href="#" style="">on_resolve_remotes</a><!----></li><li><a href="#" style="">on_resolve_vendor</a><!----></li><li><a href="#" style="">path</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">provider</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resolve_remotes</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Schedule</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Scope</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Storage</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">download</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">retrieve</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">search_for</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update</a><!----></li><li><a href="#" style="">upload</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">mixin</a><!----></li><li><a href="#" style="">cli</a><ul><!--[--><li><a href="#" style="">from_cli</a><!----></li><li><a href="#" style="">main</a><!----></li><li><a href="#" style="">parse</a><!----></li><!--]--></ul></li><li><a href="#" style="">collection</a><ul><!--[--><li><a href="#" style="">Collection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">ComponentCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">ElementCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">ExecutionCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">status</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">InterfaceCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">data_get</a><!----></li><li><a href="#" style="">reduce</a><!----></li><!--]--></ul></li><li><a href="#" style="">component</a><ul><!--[--><li><a href="#" style="">Component</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">dispatch_code</a><!----></li><li><a href="#" style="">executions</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_failure</a><!----></li><li><a href="#" style="">on_finish</a><!----></li><li><a href="#" style="">on_heartbeat</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_seeding</a><!----></li><li><a href="#" style="">on_success</a><!----></li><li><a href="#" style="">on_write_meta_data</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">config</a><ul><!--[--><li><a href="#" style="">to_dict</a><!----></li><!--]--></ul></li><li><a href="#" style="">element</a><ul><!--[--><li><a href="#" style="">ConfigMethod</a><!----></li><li><a href="#" style="">Element</a><ul><!--[--><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">compact</a><!----></li><li><a href="#" style="">defaultversion</a><!----></li><li><a href="#" style="">equaljson</a><!----></li><li><a href="#" style="">equalversion</a><!----></li><li><a href="#" style="">extend</a><!----></li><li><a href="#" style="">extract</a><!----></li><li><a href="#" style="">get_dump</a><!----></li><li><a href="#" style="">get_lineage</a><!----></li><li><a href="#" style="">instantiate</a><!----></li><li><a href="#" style="">normversion</a><!----></li><li><a href="#" style="">reset_connections</a><!----></li><li><a href="#" style="">transfer_to</a><!----></li><li><a href="#" style="">uuid_to_id</a><!----></li><!--]--></ul></li><li><a href="#" style="">errors</a><ul><!--[--><li><a href="#" style="">ComponentException</a><ul><!--[--><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">ConfigurationError</a><ul><!--[--><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">DependencyMissing</a><ul><!--[--><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">ExecutionFailed</a><ul><!--[--><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">MachinableError</a><ul><!--[--><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">StorageError</a><ul><!--[--><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">execution</a><ul><!--[--><li><a href="#" style="">Execution</a><ul><!--[--><li><a href="#" style="">add</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">canonicalize_resources</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">component_directory</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">computed_resources</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">deferred</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">executable</a><!----></li><li><a href="#" style="">executables</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">finished_at</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">heartbeat_at</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_active</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_finished</a><!----></li><li><a href="#" style="">is_incomplete</a><!----></li><li><a href="#" style="">is_live</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_resumed</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">is_started</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">of</a><!----></li><li><a href="#" style="">on_add</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_default_resources</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_verify_schedule</a><!----></li><li><a href="#" style="">output</a><!----></li><li><a href="#" style="">output_filepath</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resumed_at</a><!----></li><li><a href="#" style="">retrieve_status</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">schedule</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">started_at</a><!----></li><li><a href="#" style="">stream_output</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update_status</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">index</a><ul><!--[--><li><a href="#" style="">Index</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">config_in_directory</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">create_relation</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_context</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">find_related</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">import_directory</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">db</a><!----></li><li><a href="#" style="">interface_row_factory</a><!----></li><li><a href="#" style="">load</a><!----></li><li><a href="#" style="">migrate</a><!----></li><!--]--></ul></li><li><a href="#" style="">interface</a><ul><!--[--><li><a href="#" style="">BelongsTo</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">BelongsToMany</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">HasMany</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">HasOne</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">Interface</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Relation</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">belongs_to</a><!----></li><li><a href="#" style="">belongs_to_many</a><!----></li><li><a href="#" style="">cachable</a><!----></li><li><a href="#" style="">has_many</a><!----></li><li><a href="#" style="">has_one</a><!----></li><!--]--></ul></li><li><a href="#" style="">project</a><ul><!--[--><li><a href="#" style="">Project</a><ul><!--[--><li><a href="#" style="">add_to_path</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">element</a><!----></li><li><a href="#" style="">exists</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">get_code_version</a><!----></li><li><a href="#" style="">get_diff</a><!----></li><li><a href="#" style="">get_host_info</a><!----></li><li><a href="#" style="">get_root</a><!----></li><li><a href="#" style="">get_vendors</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_root</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">name</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_resolve_element</a><!----></li><li><a href="#" style="">on_resolve_remotes</a><!----></li><li><a href="#" style="">on_resolve_vendor</a><!----></li><li><a href="#" style="">path</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">provider</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resolve_remotes</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">fetch_directory</a><!----></li><li><a href="#" style="">fetch_git</a><!----></li><li><a href="#" style="">fetch_link</a><!----></li><li><a href="#" style="">fetch_vendor</a><!----></li><li><a href="#" style="">fetch_vendors</a><!----></li><li><a href="#" style="">import_element</a><!----></li><!--]--></ul></li><li><a href="#" style="">query</a><ul><!--[--><li><a href="#" style="">Query</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">new</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">schedule</a><ul><!--[--><li><a href="#" style="">Schedule</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">schema</a><ul><!--[--><li><a href="#" style="">Component</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Element</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Execution</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Index</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Interface</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Project</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Schedule</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Scope</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Storage</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">scope</a><ul><!--[--><li><a href="#" style="">Scope</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">storage</a><ul><!--[--><li><a href="#" style="">Storage</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">download</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">retrieve</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">search_for</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update</a><!----></li><li><a href="#" style="">upload</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">fetch</a><!----></li><!--]--></ul></li><li><a href="#" style="">types</a><!----></li><li><a href="#" style="">utils</a><ul><!--[--><li><a href="#" style="">Connectable</a><ul><!--[--><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><!--]--></ul></li><li><a href="#" style="">Jsonable</a><ul><!--[--><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><!--]--></ul></li><li><a href="#" style="">chmodx</a><!----></li><li><a href="#" style="">dot_splitter</a><!----></li><li><a href="#" style="">empty_uuid</a><!----></li><li><a href="#" style="">file_hash</a><!----></li><li><a href="#" style="">find_installed_extensions</a><!----></li><li><a href="#" style="">find_subclass_in_module</a><!----></li><li><a href="#" style="">generate_nickname</a><!----></li><li><a href="#" style="">generate_seed</a><!----></li><li><a href="#" style="">get_commit</a><!----></li><li><a href="#" style="">get_diff</a><!----></li><li><a href="#" style="">get_root_commit</a><!----></li><li><a href="#" style="">id_from_uuid</a><!----></li><li><a href="#" style="">import_from_directory</a><!----></li><li><a href="#" style="">is_directory_version</a><!----></li><li><a href="#" style="">is_valid_module_path</a><!----></li><li><a href="#" style="">is_valid_variable_name</a><!----></li><li><a href="#" style="">iskeyword</a><!----></li><li><a href="#" style="">joinpath</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">norm_version_call</a><!----></li><li><a href="#" style="">normjson</a><!----></li><li><a href="#" style="">object_hash</a><!----></li><li><a href="#" style="">random_str</a><!----></li><li><a href="#" style="">run_and_stream</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">timestamp_to_directory</a><!----></li><li><a href="#" style="">unflatten_dict</a><!----></li><li><a href="#" style="">update_dict</a><!----></li><li><a href="#" style="">update_uuid_payload</a><!----></li><!--]--></ul></li><!--]--></ul></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/reference/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" data-v-face870a><path d="M18,23H4c-1.7,0-3-1.3-3-3V6c0-1.7,1.3-3,3-3h7c0.6,0,1,0.4,1,1s-0.4,1-1,1H4C3.4,5,3,5.4,3,6v14c0,0.6,0.4,1,1,1h14c0.6,0,1-0.4,1-1v-7c0-0.6,0.4-1,1-1s1,0.4,1,1v7C21,21.7,19.7,23,18,23z"></path><path 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page</div><nav aria-labelledby="doc-outline-aria-label" data-v-ff0f39c8><span class="visually-hidden" id="doc-outline-aria-label" data-v-ff0f39c8> Table of Contents for current page </span><ul class="root" data-v-ff0f39c8 data-v-9a431c33><!--[--><!--]--></ul></nav></div></div><!--[--><!--]--><div class="spacer" data-v-3f215769></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-c4b0d3cf><div class="content-container" data-v-c4b0d3cf><!--[--><!--]--><!----><main class="main" data-v-c4b0d3cf><div style="position:relative;" class="vp-doc _reference_index" data-v-c4b0d3cf><div><h1 id="reference-documentation" tabindex="-1">Reference documentation <a class="header-anchor" href="#reference-documentation" aria-label="Permalink to "Reference documentation""></a></h1><p>This page contains detailed API reference documentation. It is intended to be an in-depth resource for understanding the implementation details of machinable's interfaces. You may prefer reviewing the more explanatory <a href="./../guide/introduction.html">guide</a> before consulting this reference.</p><h2 id="api" tabindex="-1">API <a class="header-anchor" href="#api" aria-label="Permalink to "API""></a></h2><div><ul><!--[--><li><a href="#" style="">Component</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">dispatch_code</a><!----></li><li><a href="#" style="">executions</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_failure</a><!----></li><li><a href="#" style="">on_finish</a><!----></li><li><a href="#" style="">on_heartbeat</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_seeding</a><!----></li><li><a href="#" style="">on_success</a><!----></li><li><a href="#" style="">on_write_meta_data</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Element</a><ul><!--[--><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Execution</a><ul><!--[--><li><a href="#" style="">add</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">canonicalize_resources</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">component_directory</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">computed_resources</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">deferred</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">executable</a><!----></li><li><a href="#" style="">executables</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">finished_at</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">heartbeat_at</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_active</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_finished</a><!----></li><li><a href="#" style="">is_incomplete</a><!----></li><li><a href="#" style="">is_live</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_resumed</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">is_started</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">of</a><!----></li><li><a href="#" style="">on_add</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_default_resources</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_verify_schedule</a><!----></li><li><a href="#" style="">output</a><!----></li><li><a href="#" style="">output_filepath</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resumed_at</a><!----></li><li><a href="#" style="">retrieve_status</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">schedule</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">started_at</a><!----></li><li><a href="#" style="">stream_output</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update_status</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Index</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">config_in_directory</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">create_relation</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_context</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">find_related</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">import_directory</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Interface</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Mixin</a><!----></li><li><a href="#" style="">Project</a><ul><!--[--><li><a href="#" style="">add_to_path</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">element</a><!----></li><li><a href="#" style="">exists</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">get_code_version</a><!----></li><li><a href="#" style="">get_diff</a><!----></li><li><a href="#" style="">get_host_info</a><!----></li><li><a href="#" style="">get_root</a><!----></li><li><a href="#" style="">get_vendors</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_root</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">name</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_resolve_element</a><!----></li><li><a href="#" style="">on_resolve_remotes</a><!----></li><li><a href="#" style="">on_resolve_vendor</a><!----></li><li><a href="#" style="">path</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">provider</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resolve_remotes</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Schedule</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Scope</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Storage</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">download</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">retrieve</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">search_for</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update</a><!----></li><li><a href="#" style="">upload</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">mixin</a><ul><!--[--><li><a href="#" style="">Mixin</a><!----></li><li><a href="#" style="">bind</a><!----></li><li><a href="#" style="">mixin</a><!----></li><!--]--></ul></li><li><a href="#" style="">cli</a><ul><!--[--><li><a href="#" style="">from_cli</a><!----></li><li><a href="#" style="">main</a><!----></li><li><a href="#" style="">parse</a><!----></li><!--]--></ul></li><li><a href="#" style="">collection</a><ul><!--[--><li><a href="#" style="">Collection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">ComponentCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">ElementCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">ExecutionCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">status</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">InterfaceCollection</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">append</a><!----></li><li><a href="#" style="">as_dataframe</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">as_numpy</a><!----></li><li><a href="#" style="">as_table</a><!----></li><li><a href="#" style="">avg</a><!----></li><li><a href="#" style="">chunk</a><!----></li><li><a href="#" style="">collapse</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">count</a><!----></li><li><a href="#" style="">diff</a><!----></li><li><a href="#" style="">each</a><!----></li><li><a href="#" style="">empty</a><!----></li><li><a href="#" style="">every</a><!----></li><li><a href="#" style="">filter</a><!----></li><li><a href="#" style="">filter_by_context</a><!----></li><li><a href="#" style="">filter_by_module</a><!----></li><li><a href="#" style="">first</a><!----></li><li><a href="#" style="">flatten</a><!----></li><li><a href="#" style="">forget</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">implode</a><!----></li><li><a href="#" style="">last</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">map</a><!----></li><li><a href="#" style="">max</a><!----></li><li><a href="#" style="">merge</a><!----></li><li><a href="#" style="">min</a><!----></li><li><a href="#" style="">only</a><!----></li><li><a href="#" style="">pluck</a><!----></li><li><a href="#" style="">pluck_or_nan</a><!----></li><li><a href="#" style="">pluck_or_none</a><!----></li><li><a href="#" style="">pop</a><!----></li><li><a href="#" style="">pprint</a><!----></li><li><a href="#" style="">prepend</a><!----></li><li><a href="#" style="">pull</a><!----></li><li><a href="#" style="">put</a><!----></li><li><a href="#" style="">reduce</a><!----></li><li><a href="#" style="">reject</a><!----></li><li><a href="#" style="">reverse</a><!----></li><li><a href="#" style="">section</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">sort</a><!----></li><li><a href="#" style="">sum</a><!----></li><li><a href="#" style="">take</a><!----></li><li><a href="#" style="">transform</a><!----></li><li><a href="#" style="">unique</a><!----></li><li><a href="#" style="">where</a><!----></li><li><a href="#" style="">without</a><!----></li><li><a href="#" style="">zip</a><!----></li><!--]--></ul></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">data_get</a><!----></li><li><a href="#" style="">reduce</a><!----></li><!--]--></ul></li><li><a href="#" style="">component</a><ul><!--[--><li><a href="#" style="">Component</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">dispatch_code</a><!----></li><li><a href="#" style="">executions</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_failure</a><!----></li><li><a href="#" style="">on_finish</a><!----></li><li><a href="#" style="">on_heartbeat</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_seeding</a><!----></li><li><a href="#" style="">on_success</a><!----></li><li><a href="#" style="">on_write_meta_data</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">config</a><ul><!--[--><li><a href="#" style="">to_dict</a><!----></li><!--]--></ul></li><li><a href="#" style="">element</a><ul><!--[--><li><a href="#" style="">ConfigMethod</a><!----></li><li><a href="#" style="">Element</a><ul><!--[--><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">compact</a><!----></li><li><a href="#" style="">defaultversion</a><!----></li><li><a href="#" style="">equaljson</a><!----></li><li><a href="#" style="">equalversion</a><!----></li><li><a href="#" style="">extend</a><!----></li><li><a href="#" style="">extract</a><!----></li><li><a href="#" style="">get_dump</a><!----></li><li><a href="#" style="">get_lineage</a><!----></li><li><a href="#" style="">instantiate</a><!----></li><li><a href="#" style="">normversion</a><!----></li><li><a href="#" style="">reset_connections</a><!----></li><li><a href="#" style="">transfer_to</a><!----></li><li><a href="#" style="">uuid_to_id</a><!----></li><!--]--></ul></li><li><a href="#" style="">errors</a><ul><!--[--><li><a href="#" style="">ComponentException</a><ul><!--[--><li><a href="#" style="">add_note</a><!----></li><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">ConfigurationError</a><ul><!--[--><li><a href="#" style="">add_note</a><!----></li><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">DependencyMissing</a><ul><!--[--><li><a href="#" style="">add_note</a><!----></li><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">ExecutionFailed</a><ul><!--[--><li><a href="#" style="">add_note</a><!----></li><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">MachinableError</a><ul><!--[--><li><a href="#" style="">add_note</a><!----></li><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><li><a href="#" style="">StorageError</a><ul><!--[--><li><a href="#" style="">add_note</a><!----></li><li><a href="#" style="">with_traceback</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">execution</a><ul><!--[--><li><a href="#" style="">Execution</a><ul><!--[--><li><a href="#" style="">add</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">canonicalize_resources</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">component_directory</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">computed_resources</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">deferred</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">dispatch</a><!----></li><li><a href="#" style="">executable</a><!----></li><li><a href="#" style="">executables</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">finished_at</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">heartbeat_at</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_active</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_finished</a><!----></li><li><a href="#" style="">is_incomplete</a><!----></li><li><a href="#" style="">is_live</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_resumed</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">is_started</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">of</a><!----></li><li><a href="#" style="">on_add</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_after_dispatch</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_before_dispatch</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_default_resources</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_verify_schedule</a><!----></li><li><a href="#" style="">output</a><!----></li><li><a href="#" style="">output_filepath</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resumed_at</a><!----></li><li><a href="#" style="">retrieve_status</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">schedule</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">started_at</a><!----></li><li><a href="#" style="">stream_output</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update_status</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">index</a><ul><!--[--><li><a href="#" style="">Index</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">config_in_directory</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">create_relation</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_context</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">find_related</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">import_directory</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">db</a><!----></li><li><a href="#" style="">interface_row_factory</a><!----></li><li><a href="#" style="">load</a><!----></li><li><a href="#" style="">migrate</a><!----></li><!--]--></ul></li><li><a href="#" style="">interface</a><ul><!--[--><li><a href="#" style="">BelongsTo</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">BelongsToMany</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">HasMany</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">HasOne</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">Interface</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">Relation</a><ul><!--[--><li><a href="#" style="">collect</a><!----></li><!--]--></ul></li><li><a href="#" style="">belongs_to</a><!----></li><li><a href="#" style="">belongs_to_many</a><!----></li><li><a href="#" style="">cachable</a><!----></li><li><a href="#" style="">has_many</a><!----></li><li><a href="#" style="">has_one</a><!----></li><!--]--></ul></li><li><a href="#" style="">project</a><ul><!--[--><li><a href="#" style="">Project</a><ul><!--[--><li><a href="#" style="">add_to_path</a><!----></li><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">element</a><!----></li><li><a href="#" style="">exists</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">get_code_version</a><!----></li><li><a href="#" style="">get_diff</a><!----></li><li><a href="#" style="">get_host_info</a><!----></li><li><a href="#" style="">get_root</a><!----></li><li><a href="#" style="">get_vendors</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_root</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">name</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">on_resolve_element</a><!----></li><li><a href="#" style="">on_resolve_remotes</a><!----></li><li><a href="#" style="">on_resolve_vendor</a><!----></li><li><a href="#" style="">path</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">provider</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">resolve_remotes</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">fetch_directory</a><!----></li><li><a href="#" style="">fetch_git</a><!----></li><li><a href="#" style="">fetch_link</a><!----></li><li><a href="#" style="">fetch_vendor</a><!----></li><li><a href="#" style="">fetch_vendors</a><!----></li><li><a href="#" style="">import_element</a><!----></li><!--]--></ul></li><li><a href="#" style="">query</a><ul><!--[--><li><a href="#" style="">Query</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">new</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">schedule</a><ul><!--[--><li><a href="#" style="">Schedule</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">schema</a><ul><!--[--><li><a href="#" style="">Component</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Element</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Execution</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Index</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Interface</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Project</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Schedule</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Scope</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><li><a href="#" style="">Storage</a><ul><!--[--><li><a href="#" style="">construct</a><!----></li><li><a href="#" style="">copy</a><!----></li><li><a href="#" style="">dict</a><!----></li><li><a href="#" style="">extra</a><!----></li><li><a href="#" style="">from_orm</a><!----></li><li><a href="#" style="">json</a><!----></li><li><a href="#" style="">model_construct</a><!----></li><li><a href="#" style="">model_copy</a><!----></li><li><a href="#" style="">model_dump</a><!----></li><li><a href="#" style="">model_dump_json</a><!----></li><li><a href="#" style="">model_json_schema</a><!----></li><li><a href="#" style="">model_parametrized_name</a><!----></li><li><a href="#" style="">model_post_init</a><!----></li><li><a href="#" style="">model_rebuild</a><!----></li><li><a href="#" style="">model_validate</a><!----></li><li><a href="#" style="">model_validate_json</a><!----></li><li><a href="#" style="">model_validate_strings</a><!----></li><li><a href="#" style="">parse_file</a><!----></li><li><a href="#" style="">parse_obj</a><!----></li><li><a href="#" style="">parse_raw</a><!----></li><li><a href="#" style="">schema</a><!----></li><li><a href="#" style="">schema_json</a><!----></li><li><a href="#" style="">update_forward_refs</a><!----></li><li><a href="#" style="">validate</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">scope</a><ul><!--[--><li><a href="#" style="">Scope</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><!--]--></ul></li><li><a href="#" style="">storage</a><ul><!--[--><li><a href="#" style="">Storage</a><ul><!--[--><li><a href="#" style="">all</a><!----></li><li><a href="#" style="">ancestor</a><!----></li><li><a href="#" style="">as_default</a><!----></li><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">cached</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">collect</a><!----></li><li><a href="#" style="">commit</a><!----></li><li><a href="#" style="">compute_context</a><!----></li><li><a href="#" style="">compute_predicate</a><!----></li><li><a href="#" style="">connected</a><!----></li><li><a href="#" style="">contains</a><!----></li><li><a href="#" style="">created_at</a><!----></li><li><a href="#" style="">derive</a><!----></li><li><a href="#" style="">derived</a><!----></li><li><a href="#" style="">download</a><!----></li><li><a href="#" style="">fetch</a><!----></li><li><a href="#" style="">find</a><!----></li><li><a href="#" style="">find_by_hash</a><!----></li><li><a href="#" style="">find_by_id</a><!----></li><li><a href="#" style="">find_many_by_id</a><!----></li><li><a href="#" style="">from_directory</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">from_model</a><!----></li><li><a href="#" style="">future</a><!----></li><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">hidden</a><!----></li><li><a href="#" style="">instance</a><!----></li><li><a href="#" style="">is_committed</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><li><a href="#" style="">is_mounted</a><!----></li><li><a href="#" style="">is_staged</a><!----></li><li><a href="#" style="">launch</a><!----></li><li><a href="#" style="">load_attribute</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">local_directory</a><!----></li><li><a href="#" style="">make</a><!----></li><li><a href="#" style="">matches</a><!----></li><li><a href="#" style="">model</a><!----></li><li><a href="#" style="">new</a><!----></li><li><a href="#" style="">on_after_commit</a><!----></li><li><a href="#" style="">on_after_configure</a><!----></li><li><a href="#" style="">on_before_commit</a><!----></li><li><a href="#" style="">on_before_configure</a><!----></li><li><a href="#" style="">on_commit</a><!----></li><li><a href="#" style="">on_compute_predicate</a><!----></li><li><a href="#" style="">on_configure</a><!----></li><li><a href="#" style="">on_instantiate</a><!----></li><li><a href="#" style="">project</a><!----></li><li><a href="#" style="">push_related</a><!----></li><li><a href="#" style="">related</a><!----></li><li><a href="#" style="">related_iterator</a><!----></li><li><a href="#" style="">retrieve</a><!----></li><li><a href="#" style="">save_attribute</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">search_for</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">set_default</a><!----></li><li><a href="#" style="">set_model</a><!----></li><li><a href="#" style="">singleton</a><!----></li><li><a href="#" style="">stage</a><!----></li><li><a href="#" style="">to_cli</a><!----></li><li><a href="#" style="">to_directory</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><li><a href="#" style="">update</a><!----></li><li><a href="#" style="">upload</a><!----></li><li><a href="#" style="">used_by</a><!----></li><li><a href="#" style="">uses</a><!----></li><li><a href="#" style="">version</a><!----></li><!--]--></ul></li><li><a href="#" style="">fetch</a><!----></li><!--]--></ul></li><li><a href="#" style="">types</a><!----></li><li><a href="#" style="">utils</a><ul><!--[--><li><a href="#" style="">Connectable</a><ul><!--[--><li><a href="#" style="">get</a><!----></li><li><a href="#" style="">is_connected</a><!----></li><!--]--></ul></li><li><a href="#" style="">Jsonable</a><ul><!--[--><li><a href="#" style="">as_json</a><!----></li><li><a href="#" style="">clone</a><!----></li><li><a href="#" style="">from_json</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">unserialize</a><!----></li><!--]--></ul></li><li><a href="#" style="">chmodx</a><!----></li><li><a href="#" style="">dot_splitter</a><!----></li><li><a href="#" style="">empty_uuid</a><!----></li><li><a href="#" style="">file_hash</a><!----></li><li><a href="#" style="">find_installed_extensions</a><!----></li><li><a href="#" style="">find_subclass_in_module</a><!----></li><li><a href="#" style="">generate_nickname</a><!----></li><li><a href="#" style="">generate_seed</a><!----></li><li><a href="#" style="">get_commit</a><!----></li><li><a href="#" style="">get_diff</a><!----></li><li><a href="#" style="">get_root_commit</a><!----></li><li><a href="#" style="">id_from_uuid</a><!----></li><li><a href="#" style="">import_from_directory</a><!----></li><li><a href="#" style="">is_directory_version</a><!----></li><li><a href="#" style="">is_valid_module_path</a><!----></li><li><a href="#" style="">is_valid_variable_name</a><!----></li><li><a href="#" style="">iskeyword</a><!----></li><li><a href="#" style="">joinpath</a><!----></li><li><a href="#" style="">load_file</a><!----></li><li><a href="#" style="">norm_version_call</a><!----></li><li><a href="#" style="">normjson</a><!----></li><li><a href="#" style="">object_hash</a><!----></li><li><a href="#" style="">random_str</a><!----></li><li><a href="#" style="">run_and_stream</a><!----></li><li><a href="#" style="">save_file</a><!----></li><li><a href="#" style="">serialize</a><!----></li><li><a href="#" style="">timestamp_to_directory</a><!----></li><li><a href="#" style="">unflatten_dict</a><!----></li><li><a href="#" style="">update_dict</a><!----></li><li><a href="#" style="">update_uuid_payload</a><!----></li><!--]--></ul></li><!--]--></ul></div></div></div></main><footer class="VPDocFooter" data-v-c4b0d3cf data-v-face870a><!--[--><!--]--><div class="edit-info" data-v-face870a><div class="edit-link" data-v-face870a><a class="VPLink link edit-link-button" href="https://github.com/machinable-org/machinable/edit/main/docs/reference/index.md" target="_blank" rel="noreferrer" data-v-face870a data-v-8f4dc553><!--[--><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" class="edit-link-icon" aria-label="edit icon" 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