diffusers/pr_12652/en/_app/immutable/nodes/99.a5995de1.js

import{s as Xt,o as Kt,n as es}from"../chunks/scheduler.53228c21.js";import{S as ts,i as ss,e as l,s,c as d,h as ns,a as i,d as o,b as n,f as w,g as u,j as a,k as x,l as t,m as h,n as f,t as m,o as g,p as b}from"../chunks/index.100fac89.js";import{C as ls}from"../chunks/CopyLLMTxtMenu.1b50ff75.js";import{D as L}from"../chunks/Docstring.2d4c264a.js";import{C as is}from"../chunks/CodeBlock.d30a6509.js";import{E as os}from"../chunks/ExampleCodeBlock.1e70ba81.js";import{H as qe,E as rs}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.f94e0d6c.js";function as(je){let $,V="Example:",q,y,B;return y=new is({props:{code:"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",highlighted:`    <span class="hljs-keyword">class</span> <span class="hljs-title class_">MyAutoBlock</span>(<span class="hljs-title class_ inherited__">AutoPipelineBlocks</span>):
        block_classes = [InpaintEncoderBlock, ImageEncoderBlock, TextEncoderBlock]
        block_names = [<span class="hljs-string">&quot;inpaint&quot;</span>, <span class="hljs-string">&quot;img2img&quot;</span>, <span class="hljs-string">&quot;text2img&quot;</span>]
        block_trigger_inputs = [<span class="hljs-string">&quot;mask_image&quot;</span>, <span class="hljs-string">&quot;image&quot;</span>, <span class="hljs-literal">None</span>]  <span class="hljs-comment"># text2img is the default</span>`,wrap:!1}}),{c(){$=l("p"),$.textContent=V,q=s(),d(y.$$.fragment)},l(k){$=i(k,"P",{"data-svelte-h":!0}),a($)!=="svelte-11lpom8"&&($.textContent=V),q=n(k),u(y.$$.fragment,k)},m(k,T){h(k,$,T),h(k,q,T),f(y,k,T),B=!0},p:es,i(k){B||(m(y.$$.fragment,k),B=!0)},o(k){g(y.$$.fragment,k),B=!1},d(k){k&&(o($),o(q)),b(y,k)}}}function cs(je){let $,V,q,y,B,k,T,Ae,G,Ie,c,Q,Re,ce,Lt=`Base class for all Pipeline Blocks: ConditionalPipelineBlocks, AutoPipelineBlocks, SequentialPipelineBlocks,
LoopSequentialPipelineBlocks`,Xe,pe,Tt='<a href="/docs/diffusers/pr_12652/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> provides method to load and save the definition of pipeline blocks.',Ke,W,qt="<p>&gt; This is an experimental feature and is likely to change in the future.</p>",et,I,Z,tt,de,jt="Get all inputs and intermediates in one dictionary",st,S,z,nt,ue,At=`Get the block(s) that would execute given the inputs. Must be implemented by subclasses that support
conditional block selection.`,lt,U,O,it,fe,It=`Get the execution blocks for a specific workflow. Must be implemented by subclasses that define
<code>_workflow_map</code>.`,ot,E,F,rt,me,St="create a ModularPipeline, optionally accept pretrained_model_name_or_path to load from hub.",Se,Y,Ue,v,R,at,ge,Ut=`A Pipeline Blocks that combines multiple pipeline block classes into one. When called, it will call each block in
sequence.`,ct,be,Et=`This class inherits from <a href="/docs/diffusers/pr_12652/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a>. Check the superclass documentation for the generic methods the
library implements for all the pipeline blocks (such as loading or saving etc.)`,pt,X,Dt="<p>&gt; This is an experimental feature and is likely to change in the future.</p>",dt,D,K,ut,he,Jt="Creates a SequentialPipelineBlocks instance from a dictionary of blocks.",ft,j,ee,mt,ke,Ht="Get the blocks that would execute given the specified inputs.",gt,_e,Nt=`As the traversal walks through sequential blocks, intermediate outputs from resolved blocks are added to the
active inputs. This means conditional blocks that depend on intermediates (e.g., “run img2img if image_latents
is present”) will resolve correctly, as long as the condition is based on presence/absence (None or not None),
not on the actual value.`,Ee,te,De,P,se,bt,$e,Vt=`A Pipeline blocks that combines multiple pipeline block classes into a For Loop. When called, it will call each
block in sequence.`,ht,ve,Gt=`This class inherits from <a href="/docs/diffusers/pr_12652/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a>. Check the superclass documentation for the generic methods the
library implements for all the pipeline blocks (such as loading or saving etc.)`,kt,ne,Qt="<p>&gt; This is an experimental feature and is likely to change in the future.</p>",_t,J,le,$t,xe,Wt="Creates a LoopSequentialPipelineBlocks instance from a dictionary of blocks.",Je,ie,He,p,oe,vt,Me,Zt="A Pipeline Blocks that automatically selects a block to run based on the presence of trigger inputs.",xt,Pe,zt="This is a specialized version of <code>ConditionalPipelineBlocks</code> where:",Mt,we,Ot=`<li>Each block has one corresponding trigger input (1:1 mapping)</li> <li>Block selection is automatic: the first block whose trigger input is present gets selected</li> <li><code>block_trigger_inputs</code> must have the same length as <code>block_names</code> and <code>block_classes</code></li> <li>Use <code>None</code> in <code>block_trigger_inputs</code> to specify the default block, i.e the block that will run if no trigger
inputs are present</li>`,Pt,H,wt,ye,Ft="With this definition:",yt,Be,Yt="<li>As long as <code>mask_image</code> is provided, “inpaint” block runs (regardless of <code>image</code> being provided or not)</li> <li>If <code>mask_image</code> is not provided but <code>image</code> is provided, “img2img” block runs</li> <li>Otherwise, “text2img” block runs (default, trigger is <code>None</code>)</li>",Bt,N,re,Ct,Ce,Rt="Select block based on which trigger input is present (not None).",Ne,ae,Ve,Te,Ge;return B=new ls({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),T=new qe({props:{title:"Pipeline blocks",local:"pipeline-blocks",headingTag:"h1"}}),G=new qe({props:{title:"ModularPipelineBlocks",local:"diffusers.ModularPipelineBlocks",headingTag:"h2"}}),Q=new L({props:{name:"class diffusers.ModularPipelineBlocks",anchor:"diffusers.ModularPipelineBlocks",parameters:[],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L281"}}),Z=new L({props:{name:"get_block_state",anchor:"diffusers.ModularPipelineBlocks.get_block_state",parameters:[{name:"state",val:": PipelineState"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L459"}}),z=new L({props:{name:"get_execution_blocks",anchor:"diffusers.ModularPipelineBlocks.get_execution_blocks",parameters:[{name:"**kwargs",val:""}],parametersDescription:[{anchor:"diffusers.ModularPipelineBlocks.get_execution_blocks.*kwargs",description:"*<strong>*kwargs</strong> &#x2014; Input names and values. Only trigger inputs affect block selection.",name:"*kwargs"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L350"}}),O=new L({props:{name:"get_workflow",anchor:"diffusers.ModularPipelineBlocks.get_workflow",parameters:[{name:"workflow_name",val:": str"}],parametersDescription:[{anchor:"diffusers.ModularPipelineBlocks.get_workflow.workflow_name",description:"<strong>workflow_name</strong> &#x2014; Name of the workflow to retrieve.",name:"workflow_name"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L368"}}),F=new L({props:{name:"init_pipeline",anchor:"diffusers.ModularPipelineBlocks.init_pipeline",parameters:[{name:"pretrained_model_name_or_path",val:": str | os.PathLike | None = None"},{name:"components_manager",val:": diffusers.modular_pipelines.components_manager.ComponentsManager | None = None"},{name:"collection",val:": str | None = None"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L437"}}),Y=new qe({props:{title:"SequentialPipelineBlocks",local:"diffusers.SequentialPipelineBlocks",headingTag:"h2"}}),R=new L({props:{name:"class diffusers.SequentialPipelineBlocks",anchor:"diffusers.SequentialPipelineBlocks",parameters:[],parametersDescription:[{anchor:"diffusers.SequentialPipelineBlocks.block_classes",description:"<strong>block_classes</strong> &#x2014; list of block classes to be used",name:"block_classes"},{anchor:"diffusers.SequentialPipelineBlocks.block_names",description:"<strong>block_names</strong> &#x2014; list of prefixes for each block",name:"block_names"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L897"}}),K=new L({props:{name:"from_blocks_dict",anchor:"diffusers.SequentialPipelineBlocks.from_blocks_dict",parameters:[{name:"blocks_dict",val:": dict"},{name:"description",val:": str | None = None"}],parametersDescription:[{anchor:"diffusers.SequentialPipelineBlocks.from_blocks_dict.blocks_dict",description:"<strong>blocks_dict</strong> &#x2014; Dictionary mapping block names to block classes or instances",name:"blocks_dict"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L964",returnDescription:`<script context="module">export const metadata = 'undefined';<\/script>


<p>A new SequentialPipelineBlocks instance</p>
`}}),ee=new L({props:{name:"get_execution_blocks",anchor:"diffusers.SequentialPipelineBlocks.get_execution_blocks",parameters:[{name:"**kwargs",val:""}],parametersDescription:[{anchor:"diffusers.SequentialPipelineBlocks.get_execution_blocks.*kwargs",description:"*<strong>*kwargs</strong> &#x2014; Input names and values. Only trigger inputs affect block selection.",name:"*kwargs"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L1107",returnDescription:`<script context="module">export const metadata = 'undefined';<\/script>


<p>SequentialPipelineBlocks containing only the blocks that would execute</p>
`}}),te=new qe({props:{title:"LoopSequentialPipelineBlocks",local:"diffusers.LoopSequentialPipelineBlocks",headingTag:"h2"}}),se=new L({props:{name:"class diffusers.LoopSequentialPipelineBlocks",anchor:"diffusers.LoopSequentialPipelineBlocks",parameters:[],parametersDescription:[{anchor:"diffusers.LoopSequentialPipelineBlocks.block_classes",description:"<strong>block_classes</strong> &#x2014; list of block classes to be used",name:"block_classes"},{anchor:"diffusers.LoopSequentialPipelineBlocks.block_names",description:"<strong>block_names</strong> &#x2014; list of prefixes for each block",name:"block_names"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L1244"}}),le=new L({props:{name:"from_blocks_dict",anchor:"diffusers.LoopSequentialPipelineBlocks.from_blocks_dict",parameters:[{name:"blocks_dict",val:": dict"}],parametersDescription:[{anchor:"diffusers.LoopSequentialPipelineBlocks.from_blocks_dict.blocks_dict",description:"<strong>blocks_dict</strong> &#x2014; Dictionary mapping block names to block instances",name:"blocks_dict"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L1398",returnDescription:`<script context="module">export const metadata = 'undefined';<\/script>


<p>A new LoopSequentialPipelineBlocks instance</p>
`}}),ie=new qe({props:{title:"AutoPipelineBlocks",local:"diffusers.AutoPipelineBlocks",headingTag:"h2"}}),oe=new L({props:{name:"class diffusers.AutoPipelineBlocks",anchor:"diffusers.AutoPipelineBlocks",parameters:[],parametersDescription:[{anchor:"diffusers.AutoPipelineBlocks.block_classes",description:`<strong>block_classes</strong> &#x2014;
List of block classes to be used. Must have the same length as <code>block_names</code> and
<code>block_trigger_inputs</code>.`,name:"block_classes"},{anchor:"diffusers.AutoPipelineBlocks.block_names",description:`<strong>block_names</strong> &#x2014;
List of names for each block. Must have the same length as <code>block_classes</code> and <code>block_trigger_inputs</code>.`,name:"block_names"},{anchor:"diffusers.AutoPipelineBlocks.block_trigger_inputs",description:`<strong>block_trigger_inputs</strong> &#x2014;
List of input names where each element specifies the trigger input for the corresponding block. Use
<code>None</code> to mark the default block.`,name:"block_trigger_inputs"}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L836"}}),H=new os({props:{anchor:"diffusers.AutoPipelineBlocks.example",$$slots:{default:[as]},$$scope:{ctx:je}}}),re=new L({props:{name:"select_block",anchor:"diffusers.AutoPipelineBlocks.select_block",parameters:[{name:"**kwargs",val:""}],source:"https://github.com/huggingface/diffusers/blob/vr_12652/src/diffusers/modular_pipelines/modular_pipeline.py#L889"}}),ae=new rs({props:{source:"https://github.com/huggingface/diffusers/blob/main/docs/source/en/api/modular_diffusers/pipeline_blocks.md"}}),{c(){$=l("meta"),V=s(),q=l("p"),y=s(),d(B.$$.fragment),k=s(),d(T.$$.fragment),Ae=s(),d(G.$$.fragment),Ie=s(),c=l("div"),d(Q.$$.fragment),Re=s(),ce=l("p"),ce.textContent=Lt,Xe=s(),pe=l("p"),pe.innerHTML=Tt,Ke=s(),W=l("blockquote"),W.innerHTML=qt,et=s(),I=l("div"),d(Z.$$.fragment),tt=s(),de=l("p"),de.textContent=jt,st=s(),S=l("div"),d(z.$$.fragment),nt=s(),ue=l("p"),ue.textContent=At,lt=s(),U=l("div"),d(O.$$.fragment),it=s(),fe=l("p"),fe.innerHTML=It,ot=s(),E=l("div"),d(F.$$.fragment),rt=s(),me=l("p"),me.textContent=St,Se=s(),d(Y.$$.fragment),Ue=s(),v=l("div"),d(R.$$.fragment),at=s(),ge=l("p"),ge.textContent=Ut,ct=s(),be=l("p"),be.innerHTML=Et,pt=s(),X=l("blockquote"),X.innerHTML=Dt,dt=s(),D=l("div"),d(K.$$.fragment),ut=s(),he=l("p"),he.textContent=Jt,ft=s(),j=l("div"),d(ee.$$.fragment),mt=s(),ke=l("p"),ke.textContent=Ht,gt=s(),_e=l("p"),_e.textContent=Nt,Ee=s(),d(te.$$.fragment),De=s(),P=l("div"),d(se.$$.fragment),bt=s(),$e=l("p"),$e.textContent=Vt,ht=s(),ve=l("p"),ve.innerHTML=Gt,kt=s(),ne=l("blockquote"),ne.innerHTML=Qt,_t=s(),J=l("div"),d(le.$$.fragment),$t=s(),xe=l("p"),xe.textContent=Wt,Je=s(),d(ie.$$.fragment),He=s(),p=l("div"),d(oe.$$.fragment),vt=s(),Me=l("p"),Me.textContent=Zt,xt=s(),Pe=l("p"),Pe.innerHTML=zt,Mt=s(),we=l("ul"),we.innerHTML=Ot,Pt=s(),d(H.$$.fragment),wt=s(),ye=l("p"),ye.textContent=Ft,yt=s(),Be=l("ul"),Be.innerHTML=Yt,Bt=s(),N=l("div"),d(re.$$.fragment),Ct=s(),Ce=l("p"),Ce.textContent=Rt,Ne=s(),d(ae.$$.fragment),Ve=s(),Te=l("p"),this.h()},l(e){const 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