Merge pull request 'prez-ocp' (#636) from prez-ocp into main
Reviewed-on: Deuxfleurs/garage#636
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ASSETS=assets/consistent_hashing_1.pdf \
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assets/consistent_hashing_4.pdf \
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assets/deuxfleurs.pdf
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talk.pdf: talk.tex $(ASSETS)
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pdflatex talk.tex
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doc/talks/2023-09-20-ocp/abstract.md
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### (fr) Garage, un système de stockage de données géo-distribué léger et robuste
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Garage est un système de stockage de données léger, géo-distribué, qui
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implémente le protocole de stockage S3 de Amazon. Garage est destiné
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principalement à l'auto-hébergement sur du matériel courant d'occasion. À ce
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titre, il doit tolérer un grand nombre de pannes: coupures de courant, coupures
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de connexion Internet, pannes de machines, ... Il doit également être facile à
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déployer et à maintenir, afin de pouvoir être facilement utilisé par des
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amateurs ou des petites organisations.
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Cette présentation vous proposera un aperçu de Garage et du choix technique
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principal qui rend un système comme Garage possible: le refus d'utiliser des
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algorithmes de consensus, remplacés avantageusement par des méthodes à
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cohérence faible. Notre modèle est fortement inspiré de la base de donnée
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Dynamo (DeCandia et al, 2007), et fait usage des types de données CRDT (Shapiro
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||||
et al, 2011). Nous exploreront comment ces méthodes s'appliquent à la
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construction de l'abstraction "stockage objet" dans un système distribué, et
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quelles autres abstractions peuvent ou ne peuvent pas être construites dans ce
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modèle.
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### (en) Garage, a lightweight and robust geo-distributed data storage system
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Garage is a lightweight geo-distributed data store that implements the Amazon
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S3 object storage protocol. Garage is meant primarily for self-hosting at home
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on second-hand commodity hardware, meaning it has to tolerate a wide variety of
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failure scenarios such as power cuts, Internet disconnections and machine
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crashes. It also has to be easy to deploy and maintain, so that hobbyists and
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small organizations can use it without trouble.
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This talk will present Garage and the key technical choice that made Garage
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possible: refusing to use consensus algorithms and using instead weak
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consistency methods, with a model that is loosely based on that of the Dynamo
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database (DeCandia et al, 2007) and that makes heavy use of conflict-free
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replicated data types (Shapiro et al, 2011). We will explore how these methods
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are suited to building the "object store" abstraction in a distributed system,
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and what other abstractions are possible or impossible to build in this model.
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;fill:#000000;stroke-width:0.264583"
|
||||
x="49.27084"
|
||||
y="40.841526"
|
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id="text1117-3"><tspan
|
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sodipodi:role="line"
|
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id="tspan1115-5"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="49.27084"
|
||||
y="40.841526">$\{a,b\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;fill:#000000;stroke-width:0.264583"
|
||||
x="176.20593"
|
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y="40.841526"
|
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id="text1117-6"><tspan
|
||||
sodipodi:role="line"
|
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id="tspan1115-2"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="176.20593"
|
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y="40.841526">$\{b,c\}$</tspan></text>
|
||||
</g>
|
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<path
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2)"
|
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d="M 153.33622,90.367682 118.34198,73.428915"
|
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id="path1300" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9)"
|
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d="M 177.46016,90.367682 212.4544,73.428915"
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id="path1300-2" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93)"
|
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d="M 153.33622,61.655656 118.34198,44.716889"
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id="path1300-0" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7)"
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d="M 177.46016,61.655656 212.4544,44.716889"
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id="path1300-2-6" />
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93-1)"
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d="M 118.34198,61.655656 153.33622,44.716889"
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id="path1300-0-7" />
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<path
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7-2)"
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d="M 212.4544,61.655656 177.46016,44.716889"
|
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id="path1300-2-6-9" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93-1-4)"
|
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d="M 118.34198,34.227412 153.33622,17.288645"
|
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id="path1300-0-7-5" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7-2-8)"
|
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d="M 212.4544,34.227412 177.46016,17.288645"
|
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id="path1300-2-6-9-0" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75)"
|
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d="m 228.52843,61.091809 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2"
|
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sodipodi:nodetypes="cc" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75-2)"
|
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d="m 101.90418,61.091809 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2-9"
|
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sodipodi:nodetypes="cc" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75-7)"
|
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d="m 165.29305,89.571762 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2-6"
|
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sodipodi:nodetypes="cc" />
|
||||
<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75-7-1)"
|
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d="m 165.29305,32.445235 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2-6-9"
|
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sodipodi:nodetypes="cc" />
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663"
|
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cx="147.35568"
|
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cy="95.24971"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3"
|
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cx="176.97627"
|
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cy="68.155472"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-1"
|
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cx="18.004833"
|
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cy="39.402473"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3-0"
|
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cx="18.004833"
|
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cy="30.371933"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6"
|
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cx="18.004833"
|
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cy="21.341394"
|
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r="2.7302806" />
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="6.9525447"
|
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y="13.702217"
|
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id="text3707"><tspan
|
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sodipodi:role="line"
|
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id="tspan3705"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
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x="6.9525447"
|
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y="13.702217">$write(\{a\})$:</tspan></text>
|
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<text
|
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xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="24.042637"
|
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id="text3750"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="24.042637">$\sqsupseteq \{a\} \to$ OK</tspan></text>
|
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<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="33.02087"
|
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id="text3750-3"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-2"
|
||||
style="fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="33.02087">$\not\sqsupseteq \{a\}$</tspan></text>
|
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<text
|
||||
xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="41.972523"
|
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id="text3750-0"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-6"
|
||||
style="fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
||||
y="41.972523">$\not\sqsupseteq \{a\}$</tspan></text>
|
||||
<circle
|
||||
style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-1-4"
|
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cx="18.004833"
|
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cy="90.979645"
|
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r="2.7302806" />
|
||||
<circle
|
||||
style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3-0-5"
|
||||
cx="18.004833"
|
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cy="81.949104"
|
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r="2.7302806" />
|
||||
<circle
|
||||
style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6-2"
|
||||
cx="18.004833"
|
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cy="72.918564"
|
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r="2.7302806" />
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="6.9525447"
|
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y="65.279381"
|
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id="text3707-5"><tspan
|
||||
sodipodi:role="line"
|
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id="tspan3705-4"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
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x="6.9525447"
|
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y="65.279381">$write(\{b\})$:</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="59.340172"
|
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y="118.94403"
|
||||
id="text3707-5-3"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3705-4-6"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
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x="59.340172"
|
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y="118.94403">$read()$:</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
||||
y="75.619804"
|
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id="text3750-7"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-4"
|
||||
style="fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="75.619804">$\not\sqsupseteq \{b\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="84.598038"
|
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id="text3750-3-4"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-2-3"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="23.457415"
|
||||
y="84.598038">$\sqsupseteq \{b\} \to$ OK</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
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y="93.54969"
|
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id="text3750-0-0"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-6-7"
|
||||
style="fill:#999999;stroke-width:0.264583"
|
||||
x="23.457415"
|
||||
y="93.54969">$\not\sqsupseteq \{b\}$</tspan></text>
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6"
|
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cx="118.63729"
|
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cy="67.630196"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6-0"
|
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cx="67.201363"
|
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cy="124.91125"
|
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r="2.7302806" />
|
||||
<text
|
||||
xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="72.653946"
|
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y="127.6125"
|
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id="text3750-9"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-3"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="72.653946"
|
||||
y="127.6125">$\to \{a\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="62.764446"
|
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y="146.3129"
|
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id="text4280-6"><tspan
|
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sodipodi:role="line"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="62.764446"
|
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y="146.3129"
|
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id="tspan2630">return $\{a\}$</tspan></text>
|
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<circle
|
||||
style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3-0-7"
|
||||
cx="67.201363"
|
||||
cy="133.94179"
|
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r="2.7302806" />
|
||||
<text
|
||||
xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="72.653946"
|
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y="136.59073"
|
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id="text3750-3-6"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-2-0"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="72.653946"
|
||||
y="136.59073">$\to \{\}$</tspan></text>
|
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<circle
|
||||
style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6-0-6"
|
||||
cx="174.36296"
|
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cy="124.91125"
|
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r="2.7302806" />
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
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y="127.6125"
|
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id="text3750-9-1"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-3-8"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
||||
y="127.6125">$\to \{\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="162.7999"
|
||||
y="118.94403"
|
||||
id="text3707-5-3-7"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3705-4-6-5"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="162.7999"
|
||||
y="118.94403">$read()$:</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;stroke-width:0.264583"
|
||||
x="134.97845"
|
||||
y="132.58472"
|
||||
id="text3899"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3897"
|
||||
style="stroke-width:0.264583"
|
||||
x="134.97845"
|
||||
y="132.58472">;</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="169.92604"
|
||||
y="146.3129"
|
||||
id="text4280-6-7"><tspan
|
||||
sodipodi:role="line"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="169.92604"
|
||||
y="146.3129"
|
||||
id="tspan2630-9">return $\{b\}$</tspan></text>
|
||||
<circle
|
||||
style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
||||
id="path3663-3-0-7-2"
|
||||
cx="174.36296"
|
||||
cy="133.94179"
|
||||
r="2.7302806" />
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
||||
y="136.59073"
|
||||
id="text3750-3-6-0"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-2-0-2"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
||||
y="136.59073">$\to \{b\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:end;text-anchor:end;fill:#ff0000;stroke-width:0.264583"
|
||||
x="259.75"
|
||||
y="135.53111"
|
||||
id="text9043"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan9041"
|
||||
style="fill:#ff0000;stroke-width:0.264583"
|
||||
x="259.75"
|
||||
y="135.53111">${\Large\textbf{??!}}$~~~~~</tspan><tspan
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;fill:#000000;stroke-width:0.264583"
|
||||
x="112.90984"
|
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y="40.841526"
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id="text1117"><tspan
|
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sodipodi:role="line"
|
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id="tspan1115"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="112.90984"
|
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y="40.841526">$\{a,c\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;fill:#000000;stroke-width:0.264583"
|
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x="49.27084"
|
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y="40.841526"
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id="text1117-3"><tspan
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sodipodi:role="line"
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id="tspan1115-5"
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style="fill:#000000;stroke-width:0.264583"
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x="49.27084"
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y="40.841526">$\{a,b\}$</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;fill:#000000;stroke-width:0.264583"
|
||||
x="176.20593"
|
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y="40.841526"
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id="text1117-6"><tspan
|
||||
sodipodi:role="line"
|
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id="tspan1115-2"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="176.20593"
|
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y="40.841526">$\{b,c\}$</tspan></text>
|
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</g>
|
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<path
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2)"
|
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d="M 153.33622,90.367682 118.34198,73.428915"
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id="path1300" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9)"
|
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d="M 177.46016,90.367682 212.4544,73.428915"
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id="path1300-2" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93)"
|
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d="M 153.33622,61.655656 118.34198,44.716889"
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id="path1300-0" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7)"
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d="M 177.46016,61.655656 212.4544,44.716889"
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id="path1300-2-6" />
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93-1)"
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d="M 118.34198,61.655656 153.33622,44.716889"
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id="path1300-0-7" />
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7-2)"
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d="M 212.4544,61.655656 177.46016,44.716889"
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id="path1300-2-6-9" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93-1-4)"
|
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d="M 118.34198,34.227412 153.33622,17.288645"
|
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id="path1300-0-7-5" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7-2-8)"
|
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d="M 212.4544,34.227412 177.46016,17.288645"
|
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id="path1300-2-6-9-0" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75)"
|
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d="m 228.52843,61.091809 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2"
|
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sodipodi:nodetypes="cc" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75-2)"
|
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d="m 101.90418,61.091809 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
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id="path1300-2-2-9"
|
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sodipodi:nodetypes="cc" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75-7)"
|
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d="m 165.29305,89.571762 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2-6"
|
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sodipodi:nodetypes="cc" />
|
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<path
|
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-75-7-1)"
|
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d="m 165.29305,32.445235 0.33313,-12.554874 m -0.33313,12.554874 0.33313,-12.554874"
|
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id="path1300-2-2-6-9"
|
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sodipodi:nodetypes="cc" />
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663"
|
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cx="147.35568"
|
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cy="95.24971"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3"
|
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cx="176.97627"
|
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cy="68.155472"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-1"
|
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cx="18.004833"
|
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cy="39.402473"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3-0"
|
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cx="18.004833"
|
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cy="30.371933"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6"
|
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cx="18.004833"
|
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cy="21.341394"
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r="2.7302806" />
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="6.9525447"
|
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y="13.702217"
|
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id="text3707"><tspan
|
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sodipodi:role="line"
|
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id="tspan3705"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="6.9525447"
|
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y="13.702217">$write(\{a\})$:</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="23.457415"
|
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y="24.042637"
|
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id="text3750"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="23.457415"
|
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y="24.042637">$\sqsupseteq \{a\} \to$ OK</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="33.02087"
|
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id="text3750-3"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-2"
|
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style="fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="33.02087">$\not\sqsupseteq \{a\}$</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="41.972523"
|
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id="text3750-0"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-6"
|
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style="fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="41.972523">$\not\sqsupseteq \{a\}$</tspan></text>
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-1-4"
|
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cx="18.004833"
|
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cy="90.979645"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3-0-5"
|
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cx="18.004833"
|
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cy="81.949104"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6-2"
|
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cx="18.004833"
|
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cy="72.918564"
|
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r="2.7302806" />
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="6.9525447"
|
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y="65.279381"
|
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id="text3707-5"><tspan
|
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sodipodi:role="line"
|
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id="tspan3705-4"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="6.9525447"
|
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y="65.279381">$write(\{b\})$:</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="59.340172"
|
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y="118.94403"
|
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id="text3707-5-3"><tspan
|
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sodipodi:role="line"
|
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id="tspan3705-4-6"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="59.340172"
|
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y="118.94403">$read()$:</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="75.619804"
|
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id="text3750-7"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-4"
|
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style="fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="75.619804">$\not\sqsupseteq \{b\}$</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="23.457415"
|
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y="84.598038"
|
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id="text3750-3-4"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-2-3"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="23.457415"
|
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y="84.598038">$\sqsupseteq \{b\} \to$ OK</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="93.54969"
|
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id="text3750-0-0"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-6-7"
|
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style="fill:#999999;stroke-width:0.264583"
|
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x="23.457415"
|
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y="93.54969">$\not\sqsupseteq \{b\}$</tspan></text>
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6"
|
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cx="118.63729"
|
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cy="67.630196"
|
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r="2.7302806" />
|
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<circle
|
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style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6-0"
|
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cx="67.201363"
|
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cy="124.91125"
|
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r="2.7302806" />
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="72.653946"
|
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y="127.6125"
|
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id="text3750-9"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-3"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="72.653946"
|
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y="127.6125">$\to \{a\}$</tspan></text>
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="62.764446"
|
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y="146.3129"
|
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id="text4280-6"><tspan
|
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sodipodi:role="line"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="62.764446"
|
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y="146.3129"
|
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id="tspan2630">return $\{a\}$</tspan></text>
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-3-0-7"
|
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cx="67.201363"
|
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cy="133.94179"
|
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r="2.7302806" />
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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x="72.653946"
|
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y="136.59073"
|
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id="text3750-3-6"><tspan
|
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sodipodi:role="line"
|
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id="tspan3748-2-0"
|
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style="fill:#000000;stroke-width:0.264583"
|
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x="72.653946"
|
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y="136.59073">$\to \{\}$</tspan></text>
|
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<circle
|
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style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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id="path3663-6-6-0-6"
|
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cx="174.36296"
|
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cy="124.91125"
|
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r="2.7302806" />
|
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<text
|
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xml:space="preserve"
|
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
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y="127.6125"
|
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id="text3750-9-1"><tspan
|
||||
sodipodi:role="line"
|
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id="tspan3748-3-8"
|
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style="fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
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y="127.6125">$\to \{\}$</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="162.7999"
|
||||
y="118.94403"
|
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id="text3707-5-3-7"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3705-4-6-5"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
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x="162.7999"
|
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y="118.94403">$read()$:</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;stroke-width:0.264583"
|
||||
x="134.97845"
|
||||
y="132.58472"
|
||||
id="text3899"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3897"
|
||||
style="stroke-width:0.264583"
|
||||
x="134.97845"
|
||||
y="132.58472">;</tspan></text>
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="169.92604"
|
||||
y="146.3129"
|
||||
id="text4280-6-7"><tspan
|
||||
sodipodi:role="line"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="169.92604"
|
||||
y="146.3129"
|
||||
id="tspan2630-9">return $\{b\}$</tspan></text>
|
||||
<circle
|
||||
style="fill:#008000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
||||
id="path3663-3-0-7-2"
|
||||
cx="174.36296"
|
||||
cy="133.94179"
|
||||
r="2.7302806" />
|
||||
<text
|
||||
xml:space="preserve"
|
||||
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
||||
y="136.59073"
|
||||
id="text3750-3-6-0"><tspan
|
||||
sodipodi:role="line"
|
||||
id="tspan3748-2-0-2"
|
||||
style="fill:#000000;stroke-width:0.264583"
|
||||
x="179.81555"
|
||||
y="136.59073">$\to \{b\}$</tspan></text>
|
||||
</g>
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