diff --git a/eggstrain/src/execution/operators/sort.rs b/eggstrain/src/execution/operators/sort.rs
index 27ffacf..4e7edac 100644
--- a/eggstrain/src/execution/operators/sort.rs
+++ b/eggstrain/src/execution/operators/sort.rs
@@ -30,17 +30,21 @@ impl Sort {
         }
     }
 
-    fn sort_in_mem(&self, rb: RecordBatch) -> Result<RecordBatch> {
-        assert_eq!(rb.schema(), self.input_schema);
+    fn sort_in_mem(
+        rb: RecordBatch,
+        limit_size: Option<usize>,
+        sort_expr: Vec<PhysicalSortExpr>,
+    ) -> Result<RecordBatch> {
+        // assert_eq!(rb.schema(), self.input_schema);
 
-        let expressions = self.sort_expr.clone();
+        let expressions = sort_expr.clone();
 
         let sort_columns = expressions
             .iter()
             .map(|expr| expr.evaluate_to_sort_column(&rb))
             .collect::<Result<Vec<_>>>()?;
 
-        let indices = lexsort_to_indices(&sort_columns, self.limit_size)?;
+        let indices = lexsort_to_indices(&sort_columns, limit_size)?;
 
         let columns = rb
             .columns()
@@ -90,9 +94,11 @@ impl UnaryOperator for Sort {
         }
 
         let merged_batch = concat_batches(&self.input_schema, &batches);
-        match merged_batch {
+        let limit_size = self.limit_size;
+        let sort_expr = self.sort_expr.clone();
+        rayon::spawn(move || match merged_batch {
             Ok(merged_batch) => {
-                let sorted_batch = self.sort_in_mem(merged_batch).unwrap();
+                let sorted_batch = Sort::sort_in_mem(merged_batch, limit_size, sort_expr).unwrap();
                 let mut current = 0;
                 let total_rows = sorted_batch.num_rows();
                 while current + BATCH_SIZE < total_rows {
@@ -104,11 +110,8 @@ impl UnaryOperator for Sort {
                 let batch_to_send = sorted_batch.slice(current, total_rows - current);
                 tx.send(batch_to_send)
                     .expect("Unable to send the last sorted batch");
-
-                // TODO: do I have to call drop here manually or will rust take care of it?
-                // drop(sorted_batch);
             }
             Err(_) => todo!("Could not concat the batches for sorting"),
-        }
+        });
     }
 }
diff --git a/eggstrain/src/main.rs b/eggstrain/src/main.rs
index df04a2f..e97ae0c 100644
--- a/eggstrain/src/main.rs
+++ b/eggstrain/src/main.rs
@@ -14,6 +14,7 @@ async fn main() -> Result<()> {
 
     // Run our execution engine on the physical plan
     let df_physical_plan = sql.clone().create_physical_plan().await?;
+    let df_physical_plan = df_physical_plan.children()[0].clone();
     let results = run(df_physical_plan).await;
 
     results.into_iter().for_each(|batch| {
diff --git a/proposal/images/hashjoin.svg b/proposal/images/hashjoin.svg
new file mode 100644
index 0000000..5f95a8e
--- /dev/null
+++ b/proposal/images/hashjoin.svg
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Do not edit this file with editors other than draw.io -->
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diff --git a/proposal/presentation.html b/proposal/presentation.html
index ca6c96e..c778008 100644
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+++ b/proposal/presentation.html
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@@ -9,57 +9,57 @@
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th{font-size:12px;line-height:1;overflow:hidden;padding:5px;text-align:left;white-space:nowrap}div#\:\$p>svg>foreignObject>section .csv-data .blob-num{background:var(--color-canvas-default);border:0;padding:10px 8px 9px;text-align:right}div#\:\$p>svg>foreignObject>section .csv-data tr{border-top:0}div#\:\$p>svg>foreignObject>section .csv-data th{background:var(--color-canvas-subtle);border-top:0;font-weight:var(--base-text-weight-semibold,600)}div#\:\$p>svg>foreignObject>section [data-footnote-ref]:before{content:"["}div#\:\$p>svg>foreignObject>section [data-footnote-ref]:after{content:"]"}div#\:\$p>svg>foreignObject>section .footnotes{border-top:1px solid var(--color-border-default);color:var(--color-fg-muted);font-size:12px}div#\:\$p>svg>foreignObject>section div#\:\$p>svg>foreignObject>section section.footnotes{--marpit-root-font-size:12px}div#\:\$p>svg>foreignObject>section .footnotes ol{padding-left:16px}div#\:\$p>svg>foreignObject>section .footnotes ol ul{display:inline-block;margin-top:16px;padding-left:16px}div#\:\$p>svg>foreignObject>section .footnotes li{position:relative}div#\:\$p>svg>foreignObject>section .footnotes li:target:before{border:2px solid var(--color-accent-emphasis);border-radius:6px;bottom:-8px;content:"";left:-24px;pointer-events:none;position:absolute;right:-8px;top:-8px}div#\:\$p>svg>foreignObject>section .footnotes li:target{color:var(--color-fg-default)}div#\:\$p>svg>foreignObject>section .footnotes .data-footnote-backref g-emoji{font-family:monospace}div#\:\$p>svg>foreignObject>section .pl-c{color:var(--color-prettylights-syntax-comment)}div#\:\$p>svg>foreignObject>section .pl-c1,div#\:\$p>svg>foreignObject>section .pl-s .pl-v{color:var(--color-prettylights-syntax-constant)}div#\:\$p>svg>foreignObject>section .pl-e,div#\:\$p>svg>foreignObject>section .pl-en{color:var(--color-prettylights-syntax-entity)}div#\:\$p>svg>foreignObject>section .pl-s .pl-s1,div#\:\$p>svg>foreignObject>section .pl-smi{color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section .pl-ent{color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p>svg>foreignObject>section .pl-k{color:var(--color-prettylights-syntax-keyword)}div#\:\$p>svg>foreignObject>section .pl-pds,div#\:\$p>svg>foreignObject>section .pl-s,div#\:\$p>svg>foreignObject>section .pl-s .pl-pse .pl-s1,div#\:\$p>svg>foreignObject>section .pl-sr,div#\:\$p>svg>foreignObject>section .pl-sr .pl-cce,div#\:\$p>svg>foreignObject>section .pl-sr .pl-sra,div#\:\$p>svg>foreignObject>section .pl-sr .pl-sre{color:var(--color-prettylights-syntax-string)}div#\:\$p>svg>foreignObject>section .pl-smw,div#\:\$p>svg>foreignObject>section .pl-v{color:var(--color-prettylights-syntax-variable)}div#\:\$p>svg>foreignObject>section .pl-bu{color:var(--color-prettylights-syntax-brackethighlighter-unmatched)}div#\:\$p>svg>foreignObject>section .pl-ii{background-color:var(--color-prettylights-syntax-invalid-illegal-bg);color:var(--color-prettylights-syntax-invalid-illegal-text)}div#\:\$p>svg>foreignObject>section .pl-c2{background-color:var(--color-prettylights-syntax-carriage-return-bg);color:var(--color-prettylights-syntax-carriage-return-text)}div#\:\$p>svg>foreignObject>section .pl-sr .pl-cce{color:var(--color-prettylights-syntax-string-regexp);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-ml{color:var(--color-prettylights-syntax-markup-list)}div#\:\$p>svg>foreignObject>section .pl-mh,div#\:\$p>svg>foreignObject>section .pl-mh .pl-en,div#\:\$p>svg>foreignObject>section .pl-ms{color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-mi{color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p>svg>foreignObject>section .pl-mb{color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-md{background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p>svg>foreignObject>section .pl-mi1{background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p>svg>foreignObject>section .pl-mc{background-color:var(--color-prettylights-syntax-markup-changed-bg);color:var(--color-prettylights-syntax-markup-changed-text)}div#\:\$p>svg>foreignObject>section .pl-mi2{background-color:var(--color-prettylights-syntax-markup-ignored-bg);color:var(--color-prettylights-syntax-markup-ignored-text)}div#\:\$p>svg>foreignObject>section .pl-mdr{color:var(--color-prettylights-syntax-meta-diff-range);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-ba{color:var(--color-prettylights-syntax-brackethighlighter-angle)}div#\:\$p>svg>foreignObject>section .pl-sg{color:var(--color-prettylights-syntax-sublimelinter-gutter-mark)}div#\:\$p>svg>foreignObject>section .pl-corl{color:var(--color-prettylights-syntax-constant-other-reference-link);text-decoration:underline}div#\:\$p>svg>foreignObject>section g-emoji{display:inline-block;font-family:Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol;font-size:1em;font-style:normal!important;font-weight:var(--base-text-weight-normal,400);line-height:1;min-width:1ch;vertical-align:-.075em}div#\:\$p>svg>foreignObject>section g-emoji img{height:1em;width:1em}div#\:\$p>svg>foreignObject>section .task-list-item{list-style-type:none}div#\:\$p>svg>foreignObject>section .task-list-item label{font-weight:var(--base-text-weight-normal,400)}div#\:\$p>svg>foreignObject>section .task-list-item.enabled label{cursor:pointer}div#\:\$p>svg>foreignObject>section .task-list-item+.task-list-item{margin-top:4px}div#\:\$p>svg>foreignObject>section .task-list-item .handle{display:none}div#\:\$p>svg>foreignObject>section .task-list-item-checkbox{margin:0 .2em .25em -1.4em;vertical-align:middle}div#\:\$p>svg>foreignObject>section .contains-task-list:dir(rtl) .task-list-item-checkbox{margin:0 -1.6em .25em .2em}div#\:\$p>svg>foreignObject>section .contains-task-list{position:relative}div#\:\$p>svg>foreignObject>section .contains-task-list:focus-within .task-list-item-convert-container,div#\:\$p>svg>foreignObject>section .contains-task-list:hover .task-list-item-convert-container{clip:auto;display:block;height:24px;overflow:visible;width:auto}div#\:\$p>svg>foreignObject>section ::-webkit-calendar-picker-indicator{filter:invert(50%)}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:var(--h1-color);font-size:1.6em}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){border-bottom:none}div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){font-size:1.3em}div#\:\$p>svg>foreignObject>section :is(h3,marp-h3){font-size:1.1em}div#\:\$p>svg>foreignObject>section :is(h4,marp-h4){font-size:1.05em}div#\:\$p>svg>foreignObject>section :is(h5,marp-h5){font-size:1em}div#\:\$p>svg>foreignObject>section :is(h6,marp-h6){font-size:.9em}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1) strong,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2) strong,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3) strong,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4) strong,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5) strong,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6) strong{color:var(--heading-strong-color);font-weight:inherit}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h2,marp-h2)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h3,marp-h3)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h4,marp-h4)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h5,marp-h5)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h6,marp-h6)::part(auto-scaling){max-height:563px}div#\:\$p>svg>foreignObject>section hr{height:0;padding-top:.25em}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre){border:1px solid var(--color-border-default);line-height:1.15;overflow:visible}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre)::part(auto-scaling){max-height:529px}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-doctag),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-keyword),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta .hljs-keyword),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-template-tag),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-template-variable),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-type),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-variable.language_){color:var(--color-prettylights-syntax-keyword)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.class_),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.class_.inherited__),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.function_){color:var(--color-prettylights-syntax-entity)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-attr),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-attribute),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-literal),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-number),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-operator),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-attr),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-class),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-id),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-variable){color:var(--color-prettylights-syntax-constant)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta .hljs-string),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-regexp),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-string){color:var(--color-prettylights-syntax-string)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-built_in),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-symbol){color:var(--color-prettylights-syntax-variable)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-code),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-comment),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-formula){color:var(--color-prettylights-syntax-comment)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-name),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-quote),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-pseudo),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-tag){color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-subst){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-section){color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-bullet){color:var(--color-prettylights-syntax-markup-list)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-emphasis){color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-strong){color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-addition){background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-deletion){background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p>svg>foreignObject>section footer,div#\:\$p>svg>foreignObject>section header{color:var(--header-footer-color);font-size:18px;left:30px;margin:0;position:absolute}div#\:\$p>svg>foreignObject>section header{top:21px}div#\:\$p>svg>foreignObject>section footer{bottom:21px}div#\:\$p>svg>foreignObject>section{--h1-color:#246;--header-footer-color:hsla(0,0%,40%,.75);--heading-strong-color:#48c;--paginate-color:#777;align-items:stretch;display:flex;flex-flow:column nowrap;font-size:29px;height:720px;justify-content:center;padding:78.5px;width:1280px}div#\:\$p>svg>foreignObject>section{--marpit-root-font-size:29px}div#\:\$p>svg>foreignObject>section:where(.invert){--h1-color:#cee7ff;--header-footer-color:hsla(0,0%,60%,.75);--heading-strong-color:#7bf;--paginate-color:#999}div#\:\$p>svg>foreignObject>section>:last-child,div#\:\$p>svg>foreignObject>section[data-footer]>:nth-last-child(2){margin-bottom:0}div#\:\$p>svg>foreignObject>section>:first-child,div#\:\$p>svg>foreignObject>section>header:first-child+*{margin-top:0}div#\:\$p>svg>foreignObject>section:after{bottom:21px;color:var(--paginate-color);font-size:24px;padding:0;position:absolute;right:30px}div#\:\$p>svg>foreignObject>section:after{--marpit-root-font-size:24px}div#\:\$p>svg>foreignObject>section[data-color] :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section[data-color] :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section[data-color] :is(h3,marp-h3),div#\:\$p>svg>foreignObject>section[data-color] :is(h4,marp-h4),div#\:\$p>svg>foreignObject>section[data-color] :is(h5,marp-h5),div#\:\$p>svg>foreignObject>section[data-color] :is(h6,marp-h6){color:currentcolor}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]{columns:initial!important;display:block!important;padding:0!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:before,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:before{display:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]{all:initial;display:flex;flex-direction:row;height:100%;overflow:hidden;width:100%}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container][data-marpit-advanced-background-direction=vertical]{flex-direction:column}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split]>div[data-marpit-advanced-background-container]{width:var(--marpit-advanced-background-split,50%)}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split=right]>div[data-marpit-advanced-background-container]{margin-left:calc(100% - var(--marpit-advanced-background-split, 50%))}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]>figure{all:initial;background-position:center;background-repeat:no-repeat;background-size:cover;flex:auto;margin:0}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]>figure>figcaption{position:absolute;border:0;clip:rect(0,0,0,0);height:1px;margin:-1px;overflow:hidden;padding:0;white-space:nowrap;width:1px}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content],div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo]{background:transparent!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo],div#\:\$p>svg[data-marpit-svg]>foreignObject[data-marpit-advanced-background=pseudo]{pointer-events:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background-split]{width:100%;height:100%}</style></head><body><div class="bespoke-marp-osc"><button data-bespoke-marp-osc="prev" tabindex="-1" title="Previous slide">Previous slide</button><span data-bespoke-marp-osc="page"></span><button data-bespoke-marp-osc="next" tabindex="-1" title="Next slide">Next slide</button><button data-bespoke-marp-osc="fullscreen" tabindex="-1" title="Toggle fullscreen (f)">Toggle fullscreen</button><button data-bespoke-marp-osc="presenter" tabindex="-1" title="Open presenter view (p)">Open presenter view</button></div><div id=":$p"><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="1" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="1" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
-<h1 id="execution-engine-kcs">Execution Engine: KCS</h1>
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class="bespoke-marp-osc"><button data-bespoke-marp-osc="prev" tabindex="-1" title="Previous slide">Previous slide</button><span data-bespoke-marp-osc="page"></span><button data-bespoke-marp-osc="next" tabindex="-1" title="Next slide">Next slide</button><button data-bespoke-marp-osc="fullscreen" tabindex="-1" title="Toggle fullscreen (f)">Toggle fullscreen</button><button data-bespoke-marp-osc="presenter" tabindex="-1" title="Open presenter view (p)">Open presenter view</button></div><div id=":$p"><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="1" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="1" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
+<h1 id="eggstrain">Eggstrain</h1>
 <br />
 <h2 id="authors-connor-kyle-sarvesh"><strong>Authors: Connor, Kyle, Sarvesh</strong></h2>
 <p>Vectorized Push-Based inspired Execution Engine</p>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="2" data-marpit-fragments="4" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="2" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="2" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="2" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="overview">Overview</h1>
 <p>We will be taking heavy inspiration from:</p>
 <ul>
-<li data-marpit-fragment="1"><a href="https://arrow.apache.org/datafusion/">DataFusion</a></li>
-<li data-marpit-fragment="2"><a href="https://velox-lib.io/">Velox</a></li>
-<li data-marpit-fragment="3"><a href="https://github.com/influxdata/influxdb">InfluxDB</a>
+<li><a href="https://arrow.apache.org/datafusion/">DataFusion</a></li>
+<li><a href="https://velox-lib.io/">Velox</a></li>
+<li><a href="https://github.com/influxdata/influxdb">InfluxDB</a>
 <ul>
-<li data-marpit-fragment="4">which is built on top of DataFusion</li>
+<li>which is built on top of DataFusion</li>
 </ul>
 </li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-marpit-fragments="4" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="3" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="16" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/robustness.png&quot;);background-size:120%;"></figure></div></section></foreignObject><foreignObject width="50%" height="720"><section id="3" data-marpit-fragments="4" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="3" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="16" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="3" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="15" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/robustness.png&quot;);background-size:120%;"></figure></div></section></foreignObject><foreignObject width="50%" height="720"><section id="3" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="3" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="15" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
 <h1 id="our-design-goals">Our Design Goals</h1>
 
 <ul>
-<li data-marpit-fragment="1">Robustness</li>
-<li data-marpit-fragment="2">Modularity</li>
-<li data-marpit-fragment="3">Extensibility</li>
-<li data-marpit-fragment="4">Forward Compatibility</li>
+<li>Robustness</li>
+<li>Modularity</li>
+<li>Extensibility</li>
+<li>Forward Compatibility</li>
 </ul>
 </section>
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+</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="3" style="" data-marpit-pagination-total="15" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="4" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="4" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="features">Features</h1>
 <ul>
-<li data-marpit-fragment="1">Encode behavior in the type system</li>
-<li data-marpit-fragment="2">Provide bare minimum statistics the optimizer needs
+<li>Encode behavior in the type system</li>
+<li>Provide bare minimum statistics the optimizer needs
 <ul>
-<li data-marpit-fragment="3">Timing</li>
-<li data-marpit-fragment="4">Cardinality</li>
+<li>Timing</li>
+<li>Cardinality</li>
 </ul>
 </li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="5" data-marpit-fragments="4" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="5" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="5" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="5" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="list-of-rust-crates-we-plan-to-use">List of rust crates we plan to use</h1>
 <ul>
-<li data-marpit-fragment="1"><code>arrow</code>: for handling the Apache Arrow format</li>
-<li data-marpit-fragment="2"><code>tokio</code>: high performance <code>async</code> runtime</li>
-<li data-marpit-fragment="3"><code>rayon</code>: data parallelism crate</li>
-<li data-marpit-fragment="4"><code>anyhow</code>: ergonomic <code>Error</code> handling</li>
+<li><code>arrow</code>: for handling the Apache Arrow format</li>
+<li><code>tokio</code>: high performance <code>async</code> runtime</li>
+<li><code>rayon</code>: data parallelism crate</li>
+<li><code>datafusion</code>: for the input of physical plans</li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="6" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="6" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="6" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="6" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="design-rationale">Design Rationale</h1>
 <p>Push vs Pull Based</p>
 <table>
@@ -85,121 +85,74 @@ <h1 id="design-rationale">Design Rationale</h1>
 </tbody>
 </table>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="7" data-marpit-fragments="3" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="7" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="7" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="7" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="step-1-finalize-interfaces">Step 1: Finalize Interfaces</h1>
 <p>Finalize API with other teams:</p>
 <ul>
-<li data-marpit-fragment="1">I/O Service</li>
-<li data-marpit-fragment="2">Catalog</li>
-<li data-marpit-fragment="3">Scheduler</li>
+<li>I/O Service</li>
+<li>Catalog</li>
+<li>Scheduler</li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-marpit-fragments="1" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="8" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="16" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/bufferpool.png&quot;);background-size:80%;"></figure></div></section></foreignObject><foreignObject width="50%" height="720"><section id="8" data-marpit-fragments="1" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="8" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="16" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
-<h1 id="step-2-buffer-pool-manager">Step 2: Buffer Pool Manager</h1>
-
-<p>Need to spill the data to local disk.</p>
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="8" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="8" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
+<h1 id="step-2-implement-operators-in-memory">Step 2: Implement operators in memory</h1>
 <ul>
-<li data-marpit-fragment="1">Can potentially rip out the <a href="https://docs.rs/datafusion/latest/datafusion/execution/memory_pool/index.html"><code>memory_pool</code></a></li>
+<li>TableScan</li>
+<li>Filter (Completed)</li>
+<li>Projection (Completed)</li>
+<li>HashAggregation (In-Progress)</li>
+<li>HashProbe + HashBuild (In-Progress)</li>
+<li>OrderBy (Completed)</li>
+<li>TopN (Completed)</li>
+<li>Exchange</li>
+<li>More may be added as a stretch goal.</li>
 </ul>
 </section>
-</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-marpit-fragments="1" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="8" style="" data-marpit-pagination-total="16" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="9" data-marpit-fragments="11" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="9" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
-<h1 id="step-3-implement-operators">Step 3: Implement operators</h1>
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="9" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="15" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/bufferpool.png&quot;);background-size:80%;"></figure></div></section></foreignObject><foreignObject width="50%" height="720"><section id="9" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="9" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:50%;" data-marpit-pagination-total="15" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
+<h1 id="step-3-buffer-pool-manager">Step 3: Buffer Pool Manager</h1>
+
+<p>Need to spill the data to local disk.</p>
 <ul>
-<li data-marpit-fragment="1">TableScan</li>
-<li data-marpit-fragment="2">FilterProject</li>
-<li data-marpit-fragment="3">HashAggregation</li>
-<li data-marpit-fragment="4">HashProbe + HashBuild</li>
-<li data-marpit-fragment="5">MergeJoin</li>
-<li data-marpit-fragment="6">NestedLoopJoin</li>
-<li data-marpit-fragment="7">OrderBy</li>
-<li data-marpit-fragment="8">TopN</li>
-<li data-marpit-fragment="9">Limit</li>
-<li data-marpit-fragment="10">Values</li>
-<li data-marpit-fragment="11">More may be added as a stretch goal.</li>
+<li>Can potentially rip out the <a href="https://docs.rs/datafusion/latest/datafusion/execution/memory_pool/index.html"><code>memory_pool</code></a></li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="10" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:70%;" data-marpit-pagination-total="16" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/architecture.drawio.svg&quot;);background-size:100%;"></figure></div></section></foreignObject><foreignObject width="30%" height="720"><section id="10" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="10" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:70%;" data-marpit-pagination-total="16" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
+</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="9" style="" data-marpit-pagination-total="15" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="10" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:70%;" data-marpit-pagination-total="15" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/architecture.drawio.svg&quot;);background-size:100%;"></figure></div></section></foreignObject><foreignObject width="30%" height="720"><section id="10" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="10" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:70%;" data-marpit-pagination-total="15" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
 <h1 id="final-design">Final Design</h1>
 </section>
-</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="10" style="" data-marpit-pagination-total="16" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="11" data-marpit-fragments="2" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="11" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="10" style="" data-marpit-pagination-total="15" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="11" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="11" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="testing">Testing</h1>
 <ul>
-<li data-marpit-fragment="1">Unit tests for each operator</li>
-<li data-marpit-fragment="2">Timing each operator's performance to benchmark our code</li>
+<li>Unit tests for each operator</li>
+<li>Timing each operator's performance to benchmark our code</li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="12" data-marpit-fragments="3" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="12" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="12" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="12" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="for-the-sake-of-code-quality">For the sake of code quality...</h1>
 <ul>
-<li data-marpit-fragment="1">Pair programming (all combinations: KC, KS, CS)</li>
-<li data-marpit-fragment="2">Unit testing for each operator</li>
-<li data-marpit-fragment="3">Integrated tests across mutliple operators</li>
+<li>Pair programming (all combinations: KC, KS, CS)</li>
+<li>Unit testing for each operator</li>
+<li>Integrated tests across mutliple operators</li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="13" data-marpit-fragments="3" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="13" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="13" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:70%;" data-marpit-pagination-total="15" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;./images/hashjoin.svg&quot;);background-size:80%;"></figure></div></section></foreignObject><foreignObject width="30%" height="720"><section id="13" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="13" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;--marpit-advanced-background-split:70%;" data-marpit-pagination-total="15" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
+<h1 id="example-operator-workflow">Example Operator Workflow</h1>
+</section>
+</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="13" style="" data-marpit-pagination-total="15" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="14" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="14" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="goals">Goals</h1>
 <ul>
-<li data-marpit-fragment="1">75%: First 7 operators working + integration with other components</li>
-<li data-marpit-fragment="2">100%: All operators listed above working</li>
-<li data-marpit-fragment="3">125%: TPC-H benchmark working</li>
+<li>75%: First 7 operators working + integration with other components</li>
+<li>100%: All operators listed above working</li>
+<li>125%: TPC-H benchmark working</li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="14" data-marpit-fragments="3" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="14" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
+</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="15" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="en-US" class="invert # Remove this line for light mode" data-marpit-pagination="15" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="15">
 <h1 id="stretch-goal">Stretch Goal</h1>
 <ul>
-<li data-marpit-fragment="1">Integrating with a DBMS</li>
-<li data-marpit-fragment="2">Testing against TPC-H or TPC-H like workload</li>
-<li data-marpit-fragment="3">Add a lot of statistics and timers to each operator (for optimizer's sake)</li>
+<li>Integrating with a DBMS</li>
+<li>Testing against TPC-H or TPC-H like workload</li>
+<li>Add a lot of statistics and timers to each operator (for optimizer's sake)</li>
 </ul>
 </section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="15" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="15" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
-<h1 id="potential-storageclient-api">Potential <code>StorageClient</code> API</h1>
-<pre is="marp-pre" data-auto-scaling="downscale-only"><code class="language-rust"><span class="hljs-comment">/// Will probably end up re-exporting this type:</span>
-<span class="hljs-keyword">pub</span> <span class="hljs-keyword">type</span> <span class="hljs-title class_">SendableRecordBatchStream</span> =
-    Pin&lt;<span class="hljs-type">Box</span>&lt;
-        <span class="hljs-keyword">dyn</span> RecordBatchStream&lt;Item =
-            <span class="hljs-type">Result</span>&lt;RecordBatch, DataFusionError&gt;
-        &gt; + <span class="hljs-built_in">Send</span>
-    &gt;&gt;;
-
-<span class="hljs-keyword">impl</span> <span class="hljs-title class_">StorageClient</span> {
-    <span class="hljs-comment">/// Have some sort of way to create a `StorageClient` on our local node.</span>
-    <span class="hljs-keyword">pub</span> <span class="hljs-keyword">fn</span> <span class="hljs-title function_">new</span>(_id: <span class="hljs-type">usize</span>) <span class="hljs-punctuation">-&gt;</span> <span class="hljs-keyword">Self</span> {
-        <span class="hljs-keyword">Self</span>
-    }
-
-    <span class="hljs-keyword">pub</span> <span class="hljs-keyword">async</span> <span class="hljs-keyword">fn</span> <span class="hljs-title function_">request_data</span>(
-        &amp;<span class="hljs-keyword">self</span>,
-        _request: BlobData,
-    ) <span class="hljs-punctuation">-&gt;</span> SendableRecordBatchStream {
-        todo!()
-    }
-}
-</code></pre>
-</section>
-</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="16" data-class="invert # Remove this line for light mode" data-paginate="true" data-theme="default" lang="C" class="invert # Remove this line for light mode" data-marpit-pagination="16" style="--class:invert # Remove this line for light mode;--paginate:true;--theme:default;" data-marpit-pagination-total="16">
-<h1 id="example-usage-of-the-storage-client">Example usage of the storage client</h1>
-<pre is="marp-pre" data-auto-scaling="downscale-only"><code class="language-rust"><span class="hljs-meta">#[tokio::main]</span>
-<span class="hljs-keyword">async</span> <span class="hljs-keyword">fn</span> <span class="hljs-title function_">main</span>() <span class="hljs-punctuation">-&gt;</span> anyhow::<span class="hljs-type">Result</span>&lt;()&gt; {
-    <span class="hljs-comment">// Initialize a storage client</span>
-    <span class="hljs-keyword">let</span> <span class="hljs-variable">sc</span> = storage_client::StorageClient::<span class="hljs-title function_ invoke__">new</span>(<span class="hljs-number">42</span>);
-
-    <span class="hljs-comment">// Formualte a request we want to make to the storage client</span>
-    <span class="hljs-keyword">let</span> <span class="hljs-variable">request</span> = <span class="hljs-title function_ invoke__">create_column_request</span>();
-
-    <span class="hljs-comment">// Request data from the storage client</span>
-    <span class="hljs-comment">// Note that this request could fail</span>
-    <span class="hljs-keyword">let</span> <span class="hljs-variable">stream</span> = sc.<span class="hljs-title function_ invoke__">request_data</span>(request).<span class="hljs-keyword">await</span>?;
-
-    <span class="hljs-comment">// Executor node returns a future containing</span>
-    <span class="hljs-comment">// another stream that can be sent to another operator</span>
-    <span class="hljs-keyword">let</span> <span class="hljs-variable">table_scan_node</span> = operators::TableScan::<span class="hljs-title function_ invoke__">new</span>();
-    <span class="hljs-keyword">let</span> <span class="hljs-variable">result</span> = table_scan_node.<span class="hljs-title function_ invoke__">execute_with_stream</span>(stream);
-
-    <span class="hljs-title function_ invoke__">Ok</span>(())
-}
-</code></pre>
-</section>
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diff --git a/proposal/presentation.md b/proposal/presentation.md
index 5823a1c..8250848 100644
--- a/proposal/presentation.md
+++ b/proposal/presentation.md
@@ -5,7 +5,7 @@ class: invert # Remove this line for light mode
 paginate: true
 ---
 
-# Execution Engine: Eggstrain
+# Eggstrain
 
 <br>
 
@@ -13,210 +13,131 @@ paginate: true
 
 Vectorized Push-Based inspired Execution Engine
 
-
 ---
 
-
 # Overview
 
 We will be taking heavy inspiration from:
-* [DataFusion](https://arrow.apache.org/datafusion/)
-* [Velox](https://velox-lib.io/)
-* [InfluxDB](https://github.com/influxdata/influxdb)
-    * which is built on top of DataFusion
 
+- [DataFusion](https://arrow.apache.org/datafusion/)
+- [Velox](https://velox-lib.io/)
+- [InfluxDB](https://github.com/influxdata/influxdb)
+  - which is built on top of DataFusion
 
 ---
 
-
 # Our Design Goals
 
 ![bg right:50% 120%](./images/robustness.png)
 
-* Robustness
-* Modularity
-* Extensibility
-* Forward Compatibility
-
+- Robustness
+- Modularity
+- Extensibility
+- Forward Compatibility
 
 ---
 
-
 # Features
 
-* Encode behavior in the type system
-* Provide bare minimum statistics the optimizer needs
-    * Timing
-    * Cardinality
-
+- Encode behavior in the type system
+- Provide bare minimum statistics the optimizer needs
+  - Timing
+  - Cardinality
 
 ---
 
-
 # List of rust crates we plan to use
 
-* `arrow`: for handling the Apache Arrow format
-* `tokio`: high performance `async` runtime
-* `rayon`: data parallelism crate
-* `anyhow`: ergonomic `Error` handling
-
+- `arrow`: for handling the Apache Arrow format
+- `tokio`: high performance `async` runtime
+- `rayon`: data parallelism crate
+- `datafusion`: for the input of physical plans
 
 ---
 
-
 # Design Rationale
 
 Push vs Pull Based
 
-| Push | Pull |
-| ---  | ---  |
-| Improves cache efficiency by removing control flow logic | Easier to implement |
-| Forking is efficient: You push a thing only once | Operators like LIMIT make their producers aware of when to stop running (Headache for the optimizer) |
-| Parallelization is easier | Parallelization is harder |
-
+| Push                                                     | Pull                                                                                                 |
+| -------------------------------------------------------- | ---------------------------------------------------------------------------------------------------- |
+| Improves cache efficiency by removing control flow logic | Easier to implement                                                                                  |
+| Forking is efficient: You push a thing only once         | Operators like LIMIT make their producers aware of when to stop running (Headache for the optimizer) |
+| Parallelization is easier                                | Parallelization is harder                                                                            |
 
 ---
 
-
 # Step 1: Finalize Interfaces
 
 Finalize API with other teams:
 
-* I/O Service
-* Catalog
-* Scheduler
-
+- I/O Service
+- Catalog
+- Scheduler
 
 ---
 
+# Step 2: Implement operators in memory
 
-# Step 2: Buffer Pool Manager
-
-![bg right:50% 80%](./images/bufferpool.png)
-
-Need to spill the data to local disk. This will be done after the first operators are implemented.
-
-* Can potentially rip out the [`memory_pool`](https://docs.rs/datafusion/latest/datafusion/execution/memory_pool/index.html)
-
+- TableScan
+- Filter (Completed)
+- Projection (Completed)
+- HashAggregation (In-Progress)
+- HashProbe + HashBuild (In-Progress)
+- OrderBy (Completed)
+- TopN (Completed)
+- Exchange
+- More may be added as a stretch goal.
 
 ---
 
+# Step 3: Buffer Pool Manager
 
-# Step 3: Implement operators
+![bg right:50% 80%](./images/bufferpool.png)
 
-* TableScan
-* Filter (Completed)
-* Projection (Completed)
-* HashAggregation (In-Progress)
-* HashProbe + HashBuild (In-Progress)
-* MergeJoin
-* NestedLoopJoin
-* OrderBy
-* TopN
-* Limit
-* Values
-* More may be added as a stretch goal.
+Need to spill the data to local disk. This will be done after the first operators are implemented.
 
+- Can potentially rip out the [`memory_pool`](https://docs.rs/datafusion/latest/datafusion/execution/memory_pool/index.html)
 
 ---
 
-
 # Final Design
 
 ![bg right:70% 100%](./images/architecture.drawio.svg)
 
-
 ---
 
-
 # Testing
-* Unit tests for each operator
-* Timing each operator's performance to benchmark our code
 
+- Unit tests for each operator
+- Timing each operator's performance to benchmark our code
 
 ---
 
-
 # For the sake of code quality...
 
-* Pair programming (all combinations: KC, KS, CS)
-* Unit testing for each operator
-* Integrated tests across mutliple operators
-
-
----
-
-
-# Goals
-
-* 75%: First 7 operators working + integration with other components
-* 100%: All operators listed above working
-* 125%: TPC-H benchmark working
-
+- Pair programming (all combinations: KC, KS, CS)
+- Unit testing for each operator
+- Integrated tests across mutliple operators
 
 ---
 
+# Example Operator Workflow
 
-# Stretch Goal
-
-* Integrating with a DBMS
-* Testing against TPC-H or TPC-H like workload
-* Add a lot of statistics and timers to each operator (for optimizer's sake)
-
+![bg right:70% 80%](./images/hashjoin.svg)
 
 ---
 
+# Goals
 
-# Potential `StorageClient` API
-
-```rust
-/// Will probably end up re-exporting this type:
-pub type SendableRecordBatchStream =
-    Pin<Box<
-        dyn RecordBatchStream<Item =
-            Result<RecordBatch, DataFusionError>
-        > + Send
-    >>;
-
-impl StorageClient {
-    /// Have some sort of way to create a `StorageClient` on our local node.
-    pub fn new(_id: usize) -> Self {
-        Self
-    }
-
-    pub async fn request_data(
-        &self,
-        _request: BlobData,
-    ) -> SendableRecordBatchStream {
-        todo!()
-    }
-}
-```
-
+- 75%: First 7 operators working + integration with other components
+- 100%: All operators listed above working
+- 125%: TPC-H benchmark working
 
 ---
 
+# Stretch Goal
 
-# Example usage of the storage client
-
-```rust
-#[tokio::main]
-async fn main() -> anyhow::Result<()> {
-    // Initialize a storage client
-    let sc = storage_client::StorageClient::new(42);
-
-    // Formualte a request we want to make to the storage client
-    let request = create_column_request();
-
-    // Request data from the storage client
-    // Note that this request could fail
-    let stream = sc.request_data(request).await?;
-
-    // Executor node returns a future containing
-    // another stream that can be sent to another operator
-    let table_scan_node = operators::TableScan::new();
-    let result = table_scan_node.execute_with_stream(stream);
-
-    Ok(())
-}
-```
+- Integrating with a DBMS
+- Testing against TPC-H or TPC-H like workload
+- Add a lot of statistics and timers to each operator (for optimizer's sake)
diff --git a/proposal/presentation.pdf b/proposal/presentation.pdf
index 76447cb..f1538ae 100644
Binary files a/proposal/presentation.pdf and b/proposal/presentation.pdf differ
diff --git a/queries/filter_project_sort.sql b/queries/filter_project_sort.sql
new file mode 100644
index 0000000..984dce1
--- /dev/null
+++ b/queries/filter_project_sort.sql
@@ -0,0 +1,5 @@
+SELECT orders.o_totalprice, orders.o_orderdate
+FROM orders
+WHERE
+    orders.o_totalprice < 900.00
+ORDER BY orders.o_totalprice;
\ No newline at end of file