|
| 1 | +# YEAST — YEAST Elaborates Abstract Syntax Trees |
| 2 | + |
| 3 | +YEAST is a framework for transforming tree-sitter parse trees before they are |
| 4 | +extracted into a CodeQL database. It sits between the tree-sitter parser and |
| 5 | +the TRAP extractor, rewriting parts of the AST according to declarative rules. |
| 6 | + |
| 7 | +## Motivation |
| 8 | + |
| 9 | +Tree-sitter grammars describe the **concrete syntax** of a language — every |
| 10 | +keyword, operator, and punctuation token appears in the parse tree. CodeQL |
| 11 | +analyses often prefer a **simplified abstract syntax** where syntactic sugar |
| 12 | +has been removed. YEAST bridges this gap by desugaring the tree-sitter output |
| 13 | +into a cleaner form before extraction. |
| 14 | + |
| 15 | +For example, Ruby's `for x in list do ... end` is syntactic sugar for |
| 16 | +`list.each { |x| ... }`. A YEAST rule can rewrite the former into the latter |
| 17 | +so that CodeQL queries only need to reason about the `.each` form. |
| 18 | + |
| 19 | +## Architecture |
| 20 | + |
| 21 | +``` |
| 22 | +Source code |
| 23 | + │ |
| 24 | + ▼ |
| 25 | +┌──────────────┐ |
| 26 | +│ tree-sitter │ Parse source into a concrete syntax tree |
| 27 | +│ parser │ |
| 28 | +└──────┬───────┘ |
| 29 | + │ tree_sitter::Tree |
| 30 | + ▼ |
| 31 | +┌──────────────┐ |
| 32 | +│ YEAST │ Apply desugaring rules, producing a new AST |
| 33 | +│ Runner │ |
| 34 | +└──────┬───────┘ |
| 35 | + │ yeast::Ast |
| 36 | + ▼ |
| 37 | +┌──────────────┐ |
| 38 | +│ TRAP │ Walk the (possibly rewritten) AST and emit TRAP tuples |
| 39 | +│ extractor │ |
| 40 | +└──────────────┘ |
| 41 | +``` |
| 42 | + |
| 43 | +The entry point is `extract_and_desugar()` in the shared tree-sitter |
| 44 | +extractor, which passes a set of rules to the YEAST `Runner`. The original |
| 45 | +`extract()` function passes empty rules, leaving the tree unchanged. |
| 46 | + |
| 47 | +## How desugaring works |
| 48 | + |
| 49 | +A YEAST `Rule` has two parts: |
| 50 | + |
| 51 | +1. A **query** that matches nodes in the AST using a tree-sitter-inspired |
| 52 | + pattern language. |
| 53 | +2. A **transform** that produces replacement nodes from the match captures. |
| 54 | + |
| 55 | +The `Runner` applies rules by walking the tree top-down. At each node, it |
| 56 | +tries each rule in order. If a rule's query matches, the node is replaced by |
| 57 | +the transform's output, and the rules are re-applied to the result. If no |
| 58 | +rule matches, the node is kept and its children are processed recursively. |
| 59 | + |
| 60 | +A rule can replace one node with zero nodes (deletion), one node (rewriting), |
| 61 | +or multiple nodes (expansion). |
| 62 | + |
| 63 | +## Query language |
| 64 | + |
| 65 | +Queries use a syntax inspired by |
| 66 | +[tree-sitter queries](https://tree-sitter.github.io/tree-sitter/using-parsers/queries/index.html), |
| 67 | +written inside the `yeast::query!()` proc macro. |
| 68 | + |
| 69 | +### Node patterns |
| 70 | + |
| 71 | +```rust |
| 72 | +// Match any named node |
| 73 | +(_) |
| 74 | + |
| 75 | +// Match a node of a specific kind |
| 76 | +(assignment) |
| 77 | + |
| 78 | +// Match an unnamed token by its text |
| 79 | +("end") |
| 80 | +``` |
| 81 | + |
| 82 | +### Fields |
| 83 | + |
| 84 | +```rust |
| 85 | +// Match a node with specific fields |
| 86 | +(assignment |
| 87 | + left: (identifier) @lhs |
| 88 | + right: (_) @rhs |
| 89 | +) |
| 90 | +``` |
| 91 | + |
| 92 | +Fields are matched by name. Unmentioned fields are ignored — the pattern |
| 93 | +`(assignment left: (_) @x)` matches any `assignment` node regardless of |
| 94 | +what's in `right`. |
| 95 | + |
| 96 | +### Captures |
| 97 | + |
| 98 | +Captures bind matched nodes to names for use in the transform. A capture |
| 99 | +`@name` always follows the pattern it captures: |
| 100 | + |
| 101 | +```rust |
| 102 | +(identifier) @name // capture an identifier node |
| 103 | +(_) @value // capture any named node |
| 104 | +(identifier)* @items // capture each repeated match |
| 105 | +``` |
| 106 | + |
| 107 | +### Unnamed children |
| 108 | + |
| 109 | +Patterns that appear after all named fields match unnamed (positional) |
| 110 | +children. Named node patterns like `(_)` automatically skip unnamed tokens |
| 111 | +(keywords, operators, punctuation), matching tree-sitter semantics: |
| 112 | + |
| 113 | +```rust |
| 114 | +(for |
| 115 | + pattern: (_) @pat // named field |
| 116 | + value: (in (_) @val) // "in" token is skipped automatically |
| 117 | + body: (do (_)* @body) // "do" and "end" tokens skipped |
| 118 | +) |
| 119 | +``` |
| 120 | + |
| 121 | +### Repetitions |
| 122 | + |
| 123 | +```rust |
| 124 | +(_)* // zero or more |
| 125 | +(_)+ // one or more |
| 126 | +(_)? // zero or one |
| 127 | +(identifier)* @names // capture each repeated match |
| 128 | +``` |
| 129 | + |
| 130 | +## Template language |
| 131 | + |
| 132 | +Templates construct new AST nodes using the `tree!` and `trees!` macros. |
| 133 | +All children in a template must be in named fields — output AST nodes are |
| 134 | +always fully fielded. |
| 135 | + |
| 136 | +When used inside a `rule!` macro, the context is implicit — no explicit |
| 137 | +`BuildCtx` argument is needed. When used standalone, they take a `BuildCtx` |
| 138 | +as the first argument: |
| 139 | + |
| 140 | +```rust |
| 141 | +// Inside rule! — implicit context, captures are Rust variables |
| 142 | +yeast::rule!( |
| 143 | + (assignment left: (_) @left right: (_) @right) |
| 144 | + => |
| 145 | + (assignment left: {right} right: {left}) |
| 146 | +); |
| 147 | + |
| 148 | +// Standalone — explicit context |
| 149 | +let fresh = yeast::tree_builder::FreshScope::new(); |
| 150 | +let mut ctx = BuildCtx::new(ast, &captures, &fresh); |
| 151 | +let id = yeast::tree!(ctx, |
| 152 | + (assignment |
| 153 | + left: {ctx.capture("lhs")} |
| 154 | + right: {ctx.capture("rhs")} |
| 155 | + ) |
| 156 | +); |
| 157 | +``` |
| 158 | + |
| 159 | +### `tree!` — build a single node |
| 160 | + |
| 161 | +`tree!(...)` returns a single node `Id`: |
| 162 | + |
| 163 | +```rust |
| 164 | +yeast::tree!(ctx, |
| 165 | + (assignment |
| 166 | + left: {ctx.capture("lhs")} |
| 167 | + right: {ctx.capture("rhs")} |
| 168 | + ) |
| 169 | +) |
| 170 | +``` |
| 171 | + |
| 172 | +### `trees!` — build multiple nodes |
| 173 | + |
| 174 | +`trees!(...)` returns `Vec<Id>`: |
| 175 | + |
| 176 | +```rust |
| 177 | +yeast::trees!(ctx, |
| 178 | + (assignment left: {tmp} right: {right}) |
| 179 | + {..body} |
| 180 | +) |
| 181 | +``` |
| 182 | + |
| 183 | +### Literal nodes |
| 184 | + |
| 185 | +`(kind "text")` creates a leaf node with fixed text content: |
| 186 | + |
| 187 | +```rust |
| 188 | +(identifier "each") // an identifier node whose text is "each" |
| 189 | +``` |
| 190 | + |
| 191 | +### Computed literals |
| 192 | + |
| 193 | +`(kind #{expr})` creates a leaf node whose content is `expr.to_string()`: |
| 194 | + |
| 195 | +```rust |
| 196 | +(integer #{i}) // an integer node with the value of i |
| 197 | +(identifier #{name}) // an identifier from a Rust variable |
| 198 | +``` |
| 199 | + |
| 200 | +### Fresh identifiers |
| 201 | + |
| 202 | +`(kind $name)` creates a leaf node with an auto-generated unique name. All |
| 203 | +occurrences of the same `$name` within one `BuildCtx` share the same value: |
| 204 | + |
| 205 | +```rust |
| 206 | +(block |
| 207 | + parameters: (block_parameters |
| 208 | + (identifier $tmp) // generates e.g. "$tmp-0" |
| 209 | + ) |
| 210 | + body: (block_body |
| 211 | + (assignment |
| 212 | + left: {pat} |
| 213 | + right: (identifier $tmp) // same "$tmp-0" value |
| 214 | + ) |
| 215 | + ) |
| 216 | +) |
| 217 | +``` |
| 218 | + |
| 219 | +### Embedded Rust expressions |
| 220 | + |
| 221 | +`{expr}` embeds a Rust expression that returns a single node `Id`: |
| 222 | + |
| 223 | +```rust |
| 224 | +(assignment |
| 225 | + left: {some_node_id} // insert a pre-built node |
| 226 | + right: {rhs} // insert a captured value (inside rule!) |
| 227 | +) |
| 228 | +``` |
| 229 | + |
| 230 | +`{..expr}` splices a `Vec<Id>` (or any iterable of `Id`): |
| 231 | + |
| 232 | +```rust |
| 233 | +yeast::trees!(ctx, |
| 234 | + (assignment left: {tmp} right: {right}) |
| 235 | + {..extra_nodes} // splice a Vec<Id> |
| 236 | +) |
| 237 | +``` |
| 238 | + |
| 239 | +Inside `rule!`, captures are Rust variables, so `{name}` inserts a |
| 240 | +single capture (`Id`) and `{..name}` splices a repeated capture |
| 241 | +(`Vec<Id>`). |
| 242 | + |
| 243 | +## Complete example: for-loop desugaring |
| 244 | + |
| 245 | +This rule rewrites Ruby's `for pat in val do body end` into |
| 246 | +`val.each { |tmp| pat = tmp; body }`: |
| 247 | + |
| 248 | +```rust |
| 249 | +let for_rule = yeast::rule!( |
| 250 | + (for |
| 251 | + pattern: (_) @pat |
| 252 | + value: (in (_) @val) |
| 253 | + body: (do (_)* @body) |
| 254 | + ) |
| 255 | + => |
| 256 | + (call |
| 257 | + receiver: {val} |
| 258 | + method: (identifier "each") |
| 259 | + block: (block |
| 260 | + parameters: (block_parameters |
| 261 | + (identifier $tmp) |
| 262 | + ) |
| 263 | + body: (block_body |
| 264 | + (assignment |
| 265 | + left: {pat} |
| 266 | + right: (identifier $tmp) |
| 267 | + ) |
| 268 | + {..body} |
| 269 | + ) |
| 270 | + ) |
| 271 | + ) |
| 272 | +); |
| 273 | +``` |
| 274 | + |
| 275 | +Captures from the query (`@pat`, `@val`, `@body`) become Rust variables |
| 276 | +automatically: single captures bind as `Id`, repeated captures (after |
| 277 | +`*` or `+`) as `Vec<Id>`, and optional captures (after `?`) as |
| 278 | +`Option<Id>`. |
| 279 | + |
| 280 | +## The `rule!` macro |
| 281 | + |
| 282 | +`rule!` combines a query and a transform into a single declaration: |
| 283 | + |
| 284 | +```rust |
| 285 | +// Full template form |
| 286 | +yeast::rule!( |
| 287 | + (query_pattern field: (_) @capture) |
| 288 | + => |
| 289 | + (output_template field: {capture}) |
| 290 | +) |
| 291 | + |
| 292 | +// Shorthand form — captures become fields on the output node |
| 293 | +yeast::rule!( |
| 294 | + (query_pattern field: (_) @capture) |
| 295 | + => output_kind |
| 296 | +) |
| 297 | +``` |
| 298 | + |
| 299 | +The shorthand `=> kind` form auto-generates the template, mapping each |
| 300 | +capture name to a field of the same name on the output node. |
| 301 | + |
| 302 | +## Integration with the extractor |
| 303 | + |
| 304 | +YEAST integrates with the shared tree-sitter extractor via two mechanisms: |
| 305 | + |
| 306 | +1. **`extract_and_desugar()`** — like `extract()`, but takes a |
| 307 | + `Vec<yeast::Rule>` to apply before TRAP extraction. |
| 308 | + |
| 309 | +2. **`LanguageSpec::output_node_types`** — when desugaring produces an AST |
| 310 | + with different node types than the tree-sitter grammar, this field points |
| 311 | + to a separate `node-types.json` describing the output schema. |
| 312 | + |
| 313 | +Languages that don't use desugaring simply call `extract()`, which passes |
| 314 | +empty rules internally. |
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