1use agent::{RequestKind, ThreadEvent, ThreadStore};
2use anyhow::{Context as _, Result, anyhow};
3use assistant_tool::ToolWorkingSet;
4use client::proto::LspWorkProgress;
5use collections::HashMap;
6use dap::DapRegistry;
7use futures::channel::mpsc;
8use futures::{FutureExt, StreamExt as _, select_biased};
9use gpui::{App, AppContext as _, AsyncApp, Entity, Task};
10use handlebars::Handlebars;
11use language::{DiagnosticSeverity, OffsetRangeExt};
12use language_model::{
13 LanguageModel, LanguageModelRequest, LanguageModelRequestMessage, MessageContent, Role,
14 StopReason, TokenUsage,
15};
16use project::{LspStore, Project, ProjectPath};
17use serde::{Deserialize, Serialize};
18use std::fmt::Write as _;
19use std::fs::File;
20use std::io::Write as _;
21use std::sync::{Arc, Mutex};
22use std::time::Duration;
23use std::{
24 fs,
25 path::{Path, PathBuf},
26};
27use unindent::Unindent as _;
28use util::ResultExt as _;
29use util::command::new_smol_command;
30use util::serde::default_true;
31
32use crate::AgentAppState;
33
34pub const EXAMPLES_DIR: &str = "./crates/eval/examples";
35pub const REPOS_DIR: &str = "./crates/eval/repos";
36pub const WORKTREES_DIR: &str = "./crates/eval/worktrees";
37
38const THREAD_EVENT_TIMEOUT: Duration = Duration::from_secs(60 * 2);
39
40#[derive(Clone, Debug, Deserialize)]
41pub struct ExampleBase {
42 pub url: String,
43 pub revision: String,
44 pub language_extension: Option<String>,
45 pub insert_id: Option<String>,
46 #[serde(default = "default_true")]
47 pub require_lsp: bool,
48}
49
50#[derive(Clone, Debug)]
51pub struct Example {
52 pub name: String,
53 /// Content of `base.toml`
54 pub base: ExampleBase,
55 /// Content of `prompt.md`
56 pub prompt: String,
57 /// Content of `criteria.md`
58 pub criteria: String,
59 /// Markdown output file to append to
60 pub output_file: Option<Arc<Mutex<File>>>,
61 /// Path to the output run directory.
62 pub run_dir: PathBuf,
63 /// Path to markdown output file
64 pub output_file_path: PathBuf,
65 /// Prefix used for logging that identifies this example
66 pub log_prefix: String,
67}
68
69#[derive(Debug, Serialize, Deserialize, Clone)]
70pub struct RunOutput {
71 pub repository_diff: String,
72 pub diagnostics: String,
73 pub response_count: usize,
74 pub token_usage: TokenUsage,
75 pub tool_use_counts: HashMap<Arc<str>, u32>,
76}
77
78#[derive(Debug, Clone, Serialize, Deserialize)]
79pub struct JudgeInput {
80 pub repository_diff: String,
81 pub criteria: String,
82}
83
84#[derive(Debug, Clone, Serialize, Deserialize)]
85pub struct JudgeOutput {
86 pub analysis: String,
87 pub score: u32,
88}
89
90impl Example {
91 /// Load an example from a directory containing base.toml, prompt.md, and criteria.md
92 pub fn load_from_directory(dir_path: &Path, run_dir: &Path) -> Result<Self> {
93 let name = Self::name_from_path(dir_path);
94 let base_path = dir_path.join("base.toml");
95 let prompt_path = dir_path.join("prompt.md");
96 let criteria_path = dir_path.join("criteria.md");
97 let output_file_path = run_dir.join(format!("{}.md", name));
98
99 Ok(Example {
100 name: name.clone(),
101 base: toml::from_str(&fs::read_to_string(&base_path)?)?,
102 prompt: fs::read_to_string(prompt_path.clone())?,
103 criteria: fs::read_to_string(criteria_path.clone())?,
104 run_dir: run_dir.to_path_buf(),
105 output_file: None,
106 output_file_path,
107 log_prefix: name,
108 })
109 }
110
111 pub fn set_repetition_number(&mut self, repetition_number: u32) {
112 if repetition_number > 0 {
113 self.name = format!("{}-{}", self.name, repetition_number);
114 self.output_file_path = self.run_dir.join(format!("{}.md", self.name));
115 }
116 }
117
118 pub fn set_log_prefix_style(&mut self, color: &str, name_width: usize) {
119 self.log_prefix = format!(
120 "{}{:<width$}\x1b[0m | ",
121 color,
122 self.name,
123 width = name_width
124 );
125 }
126
127 pub fn name_from_path(path: &Path) -> String {
128 path.file_name().unwrap().to_string_lossy().to_string()
129 }
130
131 pub fn worktree_path(&self) -> PathBuf {
132 Path::new(WORKTREES_DIR)
133 .canonicalize()
134 .context(format!("No such directory {WORKTREES_DIR}"))
135 .unwrap()
136 .join(&self.name)
137 }
138
139 /// Set up the example by checking out the specified Git revision
140 pub async fn setup(&mut self) -> Result<()> {
141 let repo_path = repo_path_for_url(&self.base.url);
142
143 let revision_exists = run_git(
144 &repo_path,
145 &["rev-parse", &format!("{}^{{commit}}", self.base.revision)],
146 )
147 .await
148 .is_ok();
149
150 if !revision_exists {
151 println!(
152 "{}Fetching revision {}",
153 self.log_prefix, &self.base.revision
154 );
155 run_git(
156 &repo_path,
157 &["fetch", "--depth", "1", "origin", &self.base.revision],
158 )
159 .await?;
160 }
161
162 let worktree_path = self.worktree_path();
163
164 if worktree_path.is_dir() {
165 println!("{}Resetting existing worktree", self.log_prefix);
166
167 // TODO: consider including "-x" to remove ignored files. The downside of this is that
168 // it will also remove build artifacts, and so prevent incremental reuse there.
169 run_git(&worktree_path, &["clean", "--force", "-d"]).await?;
170 run_git(&worktree_path, &["reset", "--hard", "HEAD"]).await?;
171 run_git(&worktree_path, &["checkout", &self.base.revision]).await?;
172 } else {
173 println!("{}Creating worktree", self.log_prefix);
174
175 let worktree_path_string = worktree_path.to_string_lossy().to_string();
176
177 run_git(
178 &repo_path,
179 &[
180 "worktree",
181 "add",
182 "-f",
183 &worktree_path_string,
184 &self.base.revision,
185 ],
186 )
187 .await?;
188 }
189
190 // Create the output file
191 let output_file = Arc::new(Mutex::new(File::create(&self.output_file_path)?));
192 self.output_file = Some(output_file);
193
194 Ok(())
195 }
196
197 /// Returns the output file, panicking if it's not set
198 fn output_file(&self) -> Arc<Mutex<File>> {
199 self.output_file
200 .clone()
201 .expect("Output file not created. Call setup() first.")
202 }
203
204 pub fn run(
205 &self,
206 model: Arc<dyn LanguageModel>,
207 app_state: Arc<AgentAppState>,
208 cx: &mut App,
209 ) -> Task<Result<RunOutput>> {
210 let project = Project::local(
211 app_state.client.clone(),
212 app_state.node_runtime.clone(),
213 app_state.user_store.clone(),
214 app_state.languages.clone(),
215 Arc::new(DapRegistry::default()),
216 app_state.fs.clone(),
217 None,
218 cx,
219 );
220
221 let worktree_path = self.worktree_path();
222 let worktree = project.update(cx, |project, cx| {
223 project.create_worktree(&worktree_path, true, cx)
224 });
225
226 let tools = cx.new(|_| ToolWorkingSet::default());
227 let thread_store =
228 ThreadStore::load(project.clone(), tools, app_state.prompt_builder.clone(), cx);
229 let this = self.clone();
230
231 cx.spawn(async move |cx| {
232 let worktree = worktree.await?;
233
234 // Wait for worktree scan to finish before choosing a file to open.
235 worktree
236 .update(cx, |worktree, _cx| {
237 worktree.as_local().unwrap().scan_complete()
238 })?
239 .await;
240
241 let lsp_open_handle_and_store = if this.base.require_lsp {
242 let language_extension = this.base.language_extension.as_deref().context(
243 "language_extension field is required in base.toml when `require_lsp == true`",
244 )?;
245
246 // Open a file that matches the language to cause LSP to start.
247 let language_file = worktree.read_with(cx, |worktree, _cx| {
248 worktree
249 .files(false, 0)
250 .find_map(|e| {
251 if e.path.clone().extension().and_then(|ext| ext.to_str())
252 == Some(language_extension)
253 {
254 Some(ProjectPath {
255 worktree_id: worktree.id(),
256 path: e.path.clone(),
257 })
258 } else {
259 None
260 }
261 })
262 .context("Failed to find a file for example language")
263 })??;
264
265 let open_language_file_buffer_task = project.update(cx, |project, cx| {
266 project.open_buffer(language_file.clone(), cx)
267 })?;
268
269 let language_file_buffer = open_language_file_buffer_task.await?;
270
271 let (lsp_open_handle, lsp_store) = project.update(cx, |project, cx| {
272 (
273 project.register_buffer_with_language_servers(&language_file_buffer, cx),
274 project.lsp_store().clone(),
275 )
276 })?;
277
278 // TODO: remove this once the diagnostics tool waits for new diagnostics
279 cx.background_executor().timer(Duration::new(5, 0)).await;
280 wait_for_lang_server(&lsp_store, this.log_prefix.clone(), cx).await?;
281
282 lsp_store.update(cx, |lsp_store, cx| {
283 lsp_open_handle.update(cx, |buffer, cx| {
284 buffer.update(cx, |buffer, cx| {
285 let has_language_server = lsp_store
286 .language_servers_for_local_buffer(buffer, cx)
287 .next()
288 .is_some();
289 if has_language_server {
290 Ok(())
291 } else {
292 Err(anyhow!(
293 "`{:?}` was opened to cause the language server to start, \
294 but no language servers are registered for its buffer. \
295 Set `require_lsp = false` in `base.toml` to skip this.",
296 language_file
297 ))
298 }
299 })
300 })
301 })??;
302
303 Some((lsp_open_handle, lsp_store))
304 } else {
305 None
306 };
307
308 if std::env::var("ZED_EVAL_SETUP_ONLY").is_ok() {
309 return Err(anyhow!("Setup only mode"));
310 }
311
312 let thread_store = thread_store.await;
313 let thread =
314 thread_store.update(cx, |thread_store, cx| thread_store.create_thread(cx))?;
315
316 {
317 let output_file_ref = this.output_file();
318 let mut output_file = output_file_ref.lock().unwrap();
319 writeln!(&mut output_file, "👤 USER:").log_err();
320 writeln!(&mut output_file, "{}", this.prompt).log_err();
321 writeln!(&mut output_file, "🤖 ASSISTANT:").log_err();
322 output_file.flush().log_err();
323 }
324
325 let tool_use_counts: Arc<Mutex<HashMap<Arc<str>, u32>>> =
326 Mutex::new(HashMap::default()).into();
327
328 let (thread_event_tx, mut thread_event_rx) = mpsc::unbounded();
329
330 let subscription = cx.subscribe(&thread, move |_thread, event: &ThreadEvent, _cx| {
331 thread_event_tx.unbounded_send(event.clone()).log_err();
332 });
333
334 let event_handler_task = cx.spawn({
335 // Need to clone the Arc here because the reference from output_file() won't live long enough
336 let output_file = this.output_file.clone().unwrap();
337 let log_prefix = this.log_prefix.clone();
338 let tool_use_counts = tool_use_counts.clone();
339 let thread = thread.downgrade();
340 async move |cx| {
341 loop {
342 let event = select_biased! {
343 event = thread_event_rx.next() => event,
344 _ = cx.background_executor().timer(THREAD_EVENT_TIMEOUT).fuse() => {
345 return Err(anyhow!("Agentic loop stalled - waited {:?} without any events", THREAD_EVENT_TIMEOUT));
346 }
347 };
348 let Some(event) = event else {
349 return Err(anyhow!("ThreadEvent channel ended early"));
350 };
351
352 let mut output_file = output_file.lock().unwrap();
353
354 match event {
355 ThreadEvent::Stopped(reason) => match reason {
356 Ok(StopReason::EndTurn) => {
357 return Ok(());
358 }
359 Ok(StopReason::MaxTokens) => {
360 return Err(anyhow!("Exceeded maximum tokens"));
361 }
362 Ok(StopReason::ToolUse) => {
363 if std::env::var("ZED_EVAL_DEBUG").is_ok() {
364 println!("{}StopReason: Tool use", log_prefix);
365 }
366 }
367 Err(error) => {
368 return Err(anyhow!(error.clone()));
369 }
370 },
371 ThreadEvent::ShowError(thread_error) => {
372 break Err(anyhow!(thread_error.clone()));
373 }
374 ThreadEvent::StreamedAssistantText(_, chunk) => {
375 write!(&mut output_file, "{}", chunk).log_err();
376 }
377 ThreadEvent::StreamedAssistantThinking(_, chunk) => {
378 write!(&mut output_file, "{}", chunk).log_err();
379 }
380 ThreadEvent::UsePendingTools { tool_uses } => {
381 writeln!(&mut output_file, "\n\nUSING TOOLS:").log_err();
382 for tool_use in tool_uses {
383 writeln!(&mut output_file, "{}: {}", tool_use.name, tool_use.input)
384 .log_err();
385 }
386 }
387 ThreadEvent::ToolFinished {
388 tool_use_id,
389 pending_tool_use,
390 ..
391 } => {
392 thread.update(cx, |thread, _cx| {
393 if let Some(tool_use) = pending_tool_use {
394 if let Some(tool_result) = thread.tool_result(&tool_use_id) {
395 let message = if tool_result.is_error {
396 format!("TOOL FAILED: {}", tool_use.name)
397 } else {
398 format!("TOOL FINISHED: {}", tool_use.name)
399 };
400 println!("{log_prefix}{message}");
401 writeln!(&mut output_file, "\n{}", message).log_err();
402 writeln!(&mut output_file, "\n{}\n", tool_result.content).log_err();
403 let mut tool_use_counts = tool_use_counts.lock().unwrap();
404 *tool_use_counts
405 .entry(tool_result.tool_name.clone())
406 .or_insert(0) += 1;
407 } else {
408 let message = format!("TOOL FINISHED WITHOUT RESULT: {}", tool_use.name);
409 println!("{log_prefix}{message}");
410 writeln!(&mut output_file, "\n{}", message).log_err();
411 }
412 }
413 })?;
414 }
415 ThreadEvent::ToolConfirmationNeeded => {
416 panic!("{}Bug: Tool confirmation should not be required in eval", log_prefix);
417 },
418 ThreadEvent::StreamedCompletion |
419 ThreadEvent::MessageAdded(_) |
420 ThreadEvent::MessageEdited(_) |
421 ThreadEvent::MessageDeleted(_) |
422 ThreadEvent::SummaryChanged |
423 ThreadEvent::SummaryGenerated |
424 ThreadEvent::CheckpointChanged => {
425 if std::env::var("ZED_EVAL_DEBUG").is_ok() {
426 println!("{}Event: {:#?}", log_prefix, event);
427 }
428 }
429 }
430
431 output_file.flush().log_err();
432 }
433 }
434 });
435
436 thread.update(cx, |thread, cx| {
437 let context = vec![];
438 thread.insert_user_message(this.prompt.clone(), context, None, cx);
439 thread.send_to_model(model, RequestKind::Chat, cx);
440 })?;
441
442 event_handler_task.await?;
443
444 println!("{}Stopped", this.log_prefix);
445
446 if let Some((_, lsp_store)) = lsp_open_handle_and_store.as_ref() {
447 wait_for_lang_server(lsp_store, this.log_prefix.clone(), cx).await?;
448 }
449
450 println!("{}Getting repository diff", this.log_prefix);
451 let repository_diff = this.repository_diff().await?;
452
453 let repository_diff_path = this.run_dir.join(format!("{}.diff", this.name));
454 let mut repository_diff_output_file = File::create(&repository_diff_path)?;
455 writeln!(&mut repository_diff_output_file, "{}", &repository_diff).log_err();
456
457 println!("{}Getting diagnostics", this.log_prefix);
458 let diagnostics = cx
459 .update(move |cx| {
460 cx.spawn(async move |cx| query_lsp_diagnostics(project, cx).await)
461 })?
462 .await?;
463 println!("{}Got diagnostics", this.log_prefix);
464
465 drop(subscription);
466 drop(lsp_open_handle_and_store);
467
468 thread.update(cx, |thread, _cx| {
469 let response_count = thread
470 .messages()
471 .filter(|message| message.role == language_model::Role::Assistant)
472 .count();
473 RunOutput {
474 repository_diff,
475 diagnostics,
476 response_count,
477 token_usage: thread.cumulative_token_usage(),
478 tool_use_counts: tool_use_counts.lock().unwrap().clone(),
479 }
480 })
481 })
482 }
483
484 pub async fn judge(
485 &self,
486 model: Arc<dyn LanguageModel>,
487 repository_diff: String,
488 judge_repetitions: u32,
489 cx: &AsyncApp,
490 ) -> Result<JudgeOutput> {
491 let judge_prompt = include_str!("judge_prompt.hbs");
492 let judge_prompt_name = "judge_prompt";
493 let mut handlebars = Handlebars::new();
494 handlebars.register_template_string(judge_prompt_name, judge_prompt)?;
495 let prompt = handlebars.render(
496 judge_prompt_name,
497 &JudgeInput {
498 repository_diff,
499 criteria: self.criteria.clone(),
500 },
501 )?;
502
503 let request = LanguageModelRequest {
504 messages: vec![LanguageModelRequestMessage {
505 role: Role::User,
506 content: vec![MessageContent::Text(prompt)],
507 cache: false,
508 }],
509 temperature: None,
510 tools: Vec::new(),
511 stop: Vec::new(),
512 };
513
514 let response = send_language_model_request(model, request, cx).await?;
515
516 let judge_file_path = self.run_dir.join(format!(
517 "{}_judge_{}.md",
518 self.name, // This is the eval_name
519 judge_repetitions
520 ));
521
522 let mut judge_output_file = File::create(&judge_file_path)?;
523 writeln!(&mut judge_output_file, "{}", &response).log_err();
524
525 parse_judge_output(&response)
526 }
527
528 pub async fn repository_diff(&self) -> Result<String> {
529 let worktree_path = self.worktree_path();
530 run_git(&worktree_path, &["add", "-N"]).await?;
531 run_git(&worktree_path, &["diff"]).await
532 }
533}
534
535fn wait_for_lang_server(
536 lsp_store: &Entity<LspStore>,
537 log_prefix: String,
538 cx: &mut AsyncApp,
539) -> Task<Result<()>> {
540 if cx
541 .update(|cx| !has_pending_lang_server_work(lsp_store, cx))
542 .unwrap()
543 || std::env::var("ZED_EVAL_SKIP_LS_WAIT").is_ok()
544 {
545 return Task::ready(anyhow::Ok(()));
546 }
547
548 println!("{}⏵ Waiting for language server", log_prefix);
549
550 let (mut tx, mut rx) = mpsc::channel(1);
551
552 let subscription =
553 cx.subscribe(&lsp_store, {
554 let log_prefix = log_prefix.clone();
555 move |lsp_store, event, cx| {
556 match event {
557 project::LspStoreEvent::LanguageServerUpdate {
558 message:
559 client::proto::update_language_server::Variant::WorkProgress(
560 LspWorkProgress {
561 message: Some(message),
562 ..
563 },
564 ),
565 ..
566 } => println!("{}⟲ {message}", log_prefix),
567 _ => {}
568 }
569
570 if !has_pending_lang_server_work(&lsp_store, cx) {
571 tx.try_send(()).ok();
572 }
573 }
574 });
575
576 cx.spawn(async move |cx| {
577 let timeout = cx.background_executor().timer(Duration::new(60 * 5, 0));
578 let result = futures::select! {
579 _ = rx.next() => {
580 println!("{}⚑ Language server idle", log_prefix);
581 anyhow::Ok(())
582 },
583 _ = timeout.fuse() => {
584 Err(anyhow!("LSP wait timed out after 5 minutes"))
585 }
586 };
587 drop(subscription);
588 result
589 })
590}
591
592fn has_pending_lang_server_work(lsp_store: &Entity<LspStore>, cx: &App) -> bool {
593 lsp_store
594 .read(cx)
595 .language_server_statuses()
596 .any(|(_, status)| !status.pending_work.is_empty())
597}
598
599async fn query_lsp_diagnostics(project: Entity<Project>, cx: &mut AsyncApp) -> Result<String> {
600 let paths_with_diagnostics = project.update(cx, |project, cx| {
601 project
602 .diagnostic_summaries(true, cx)
603 .filter(|(_, _, summary)| summary.error_count > 0 || summary.warning_count > 0)
604 .map(|(project_path, _, _)| project_path)
605 .collect::<Vec<_>>()
606 })?;
607
608 let mut output = String::new();
609 for project_path in paths_with_diagnostics {
610 let buffer = project
611 .update(cx, |project, cx| project.open_buffer(project_path, cx))?
612 .await?;
613 let snapshot = buffer.read_with(cx, |buffer, _cx| buffer.snapshot())?;
614
615 for (_, group) in snapshot.diagnostic_groups(None) {
616 let entry = &group.entries[group.primary_ix];
617 let range = entry.range.to_point(&snapshot);
618 let severity = match entry.diagnostic.severity {
619 DiagnosticSeverity::ERROR => "error",
620 DiagnosticSeverity::WARNING => "warning",
621 _ => continue,
622 };
623
624 writeln!(
625 output,
626 "{} at line {}: {}",
627 severity,
628 range.start.row + 1,
629 entry.diagnostic.message
630 )?;
631 }
632 }
633 anyhow::Ok(output)
634}
635
636fn parse_judge_output(response: &str) -> Result<JudgeOutput> {
637 let analysis = get_tag("analysis", response)?.to_string();
638 let score = get_tag("score", response)?
639 .parse()
640 .context("error parsing score")?;
641
642 Ok(JudgeOutput { analysis, score })
643}
644
645fn get_tag(name: &'static str, response: &str) -> Result<String> {
646 let start_tag = format!("<{}>", name);
647 let end_tag = format!("</{}>", name);
648
649 let start_ix = response
650 .find(&start_tag)
651 .context(format!("{} start tag not found", name))?;
652 let content_start_ix = start_ix + start_tag.len();
653
654 let end_ix = content_start_ix
655 + response[content_start_ix..]
656 .find(&end_tag)
657 .context(format!("{} end tag not found", name))?;
658
659 let content = response[content_start_ix..end_ix].trim().unindent();
660
661 anyhow::Ok(content)
662}
663
664pub fn repo_path_for_url(repo_url: &str) -> PathBuf {
665 let repo_name = repo_url
666 .trim_start_matches("https://")
667 .replace(|c: char| !c.is_alphanumeric(), "-");
668 Path::new(REPOS_DIR)
669 .canonicalize()
670 .context(format!("No such directory {REPOS_DIR}"))
671 .unwrap()
672 .join(repo_name)
673}
674
675pub async fn run_git(repo_path: &Path, args: &[&str]) -> Result<String> {
676 let output = new_smol_command("git")
677 .current_dir(repo_path)
678 .args(args)
679 .output()
680 .await?;
681
682 if output.status.success() {
683 Ok(String::from_utf8(output.stdout)?.trim().to_string())
684 } else {
685 Err(anyhow!(
686 "`git {}` within `{}` failed with status: {}\nstderr:\n{}\nstdout:\n{}",
687 args.join(" "),
688 repo_path.display(),
689 output.status,
690 String::from_utf8_lossy(&output.stderr),
691 String::from_utf8_lossy(&output.stdout),
692 ))
693 }
694}
695
696pub async fn send_language_model_request(
697 model: Arc<dyn LanguageModel>,
698 request: LanguageModelRequest,
699 cx: &AsyncApp,
700) -> anyhow::Result<String> {
701 match model.stream_completion_text(request, &cx).await {
702 Ok(mut stream) => {
703 let mut full_response = String::new();
704 while let Some(chunk_result) = stream.stream.next().await {
705 match chunk_result {
706 Ok(chunk_str) => {
707 full_response.push_str(&chunk_str);
708 }
709 Err(err) => {
710 return Err(anyhow!(
711 "Error receiving response from language model: {err}"
712 ));
713 }
714 }
715 }
716 Ok(full_response)
717 }
718 Err(err) => Err(anyhow!(
719 "Failed to get response from language model. Error was: {err}"
720 )),
721 }
722}
723
724#[cfg(test)]
725mod test {
726 use super::*;
727
728 #[test]
729 fn test_parse_judge_output() {
730 let response = r#"
731 <analysis>The model did a good job but there were still compilations errors.</analysis>
732 <score>3</score>
733 "#
734 .unindent();
735
736 let output = parse_judge_output(&response).unwrap();
737 assert_eq!(
738 output.analysis,
739 "The model did a good job but there were still compilations errors."
740 );
741 assert_eq!(output.score, 3);
742
743 let response = r#"
744 Text around ignored
745
746 <analysis>
747 Failed to compile:
748 - Error 1
749 - Error 2
750 </analysis>
751
752 <score>1</score>
753 "#
754 .unindent();
755
756 let output = parse_judge_output(&response).unwrap();
757 assert_eq!(output.analysis, "Failed to compile:\n- Error 1\n- Error 2");
758 assert_eq!(output.score, 1);
759 }
760}