mod evaluate; mod example; mod headless; mod paths; mod predict; mod source_location; mod syntax_retrieval_stats; mod util; use crate::evaluate::{EvaluateArguments, run_evaluate}; use crate::example::{ExampleFormat, NamedExample}; use crate::predict::{PredictArguments, run_zeta2_predict}; use crate::syntax_retrieval_stats::retrieval_stats; use ::util::paths::PathStyle; use anyhow::{Result, anyhow}; use clap::{Args, Parser, Subcommand}; use cloud_llm_client::predict_edits_v3; use edit_prediction_context::{ EditPredictionContextOptions, EditPredictionExcerptOptions, EditPredictionScoreOptions, }; use gpui::{Application, AsyncApp, Entity, prelude::*}; use language::{Bias, Buffer, BufferSnapshot, Point}; use project::{Project, Worktree}; use reqwest_client::ReqwestClient; use serde_json::json; use std::io::{self}; use std::time::Duration; use std::{collections::HashSet, path::PathBuf, str::FromStr, sync::Arc}; use zeta2::ContextMode; use crate::headless::ZetaCliAppState; use crate::source_location::SourceLocation; use crate::util::{open_buffer, open_buffer_with_language_server}; #[derive(Parser, Debug)] #[command(name = "zeta")] struct ZetaCliArgs { #[command(subcommand)] command: Command, } #[derive(Subcommand, Debug)] enum Command { Zeta1 { #[command(subcommand)] command: Zeta1Command, }, Zeta2 { #[command(subcommand)] command: Zeta2Command, }, ConvertExample { path: PathBuf, #[arg(long, value_enum, default_value_t = ExampleFormat::Md)] output_format: ExampleFormat, }, } #[derive(Subcommand, Debug)] enum Zeta1Command { Context { #[clap(flatten)] context_args: ContextArgs, }, } #[derive(Subcommand, Debug)] enum Zeta2Command { Syntax { #[clap(flatten)] args: Zeta2Args, #[clap(flatten)] syntax_args: Zeta2SyntaxArgs, #[command(subcommand)] command: Zeta2SyntaxCommand, }, Predict(PredictArguments), Eval(EvaluateArguments), } #[derive(Subcommand, Debug)] enum Zeta2SyntaxCommand { Context { #[clap(flatten)] context_args: ContextArgs, }, Stats { #[arg(long)] worktree: PathBuf, #[arg(long)] extension: Option, #[arg(long)] limit: Option, #[arg(long)] skip: Option, }, } #[derive(Debug, Args)] #[group(requires = "worktree")] struct ContextArgs { #[arg(long)] worktree: PathBuf, #[arg(long)] cursor: SourceLocation, #[arg(long)] use_language_server: bool, #[arg(long)] edit_history: Option, } #[derive(Debug, Args)] struct Zeta2Args { #[arg(long, default_value_t = 8192)] max_prompt_bytes: usize, #[arg(long, default_value_t = 2048)] max_excerpt_bytes: usize, #[arg(long, default_value_t = 1024)] min_excerpt_bytes: usize, #[arg(long, default_value_t = 0.66)] target_before_cursor_over_total_bytes: f32, #[arg(long, default_value_t = 1024)] max_diagnostic_bytes: usize, #[arg(long, value_enum, default_value_t = PromptFormat::default())] prompt_format: PromptFormat, #[arg(long, value_enum, default_value_t = Default::default())] output_format: OutputFormat, #[arg(long, default_value_t = 42)] file_indexing_parallelism: usize, } #[derive(Debug, Args)] struct Zeta2SyntaxArgs { #[arg(long, default_value_t = false)] disable_imports_gathering: bool, #[arg(long, default_value_t = u8::MAX)] max_retrieved_definitions: u8, } fn syntax_args_to_options( zeta2_args: &Zeta2Args, syntax_args: &Zeta2SyntaxArgs, omit_excerpt_overlaps: bool, ) -> zeta2::ZetaOptions { zeta2::ZetaOptions { context: ContextMode::Syntax(EditPredictionContextOptions { max_retrieved_declarations: syntax_args.max_retrieved_definitions, use_imports: !syntax_args.disable_imports_gathering, excerpt: EditPredictionExcerptOptions { max_bytes: zeta2_args.max_excerpt_bytes, min_bytes: zeta2_args.min_excerpt_bytes, target_before_cursor_over_total_bytes: zeta2_args .target_before_cursor_over_total_bytes, }, score: EditPredictionScoreOptions { omit_excerpt_overlaps, }, }), max_diagnostic_bytes: zeta2_args.max_diagnostic_bytes, max_prompt_bytes: zeta2_args.max_prompt_bytes, prompt_format: zeta2_args.prompt_format.clone().into(), file_indexing_parallelism: zeta2_args.file_indexing_parallelism, buffer_change_grouping_interval: Duration::ZERO, } } #[derive(clap::ValueEnum, Default, Debug, Clone)] enum PromptFormat { MarkedExcerpt, LabeledSections, OnlySnippets, #[default] NumberedLines, } impl Into for PromptFormat { fn into(self) -> predict_edits_v3::PromptFormat { match self { Self::MarkedExcerpt => predict_edits_v3::PromptFormat::MarkedExcerpt, Self::LabeledSections => predict_edits_v3::PromptFormat::LabeledSections, Self::OnlySnippets => predict_edits_v3::PromptFormat::OnlySnippets, Self::NumberedLines => predict_edits_v3::PromptFormat::NumLinesUniDiff, } } } #[derive(clap::ValueEnum, Default, Debug, Clone)] enum OutputFormat { #[default] Prompt, Request, Full, } #[derive(Debug, Clone)] enum FileOrStdin { File(PathBuf), Stdin, } impl FileOrStdin { async fn read_to_string(&self) -> Result { match self { FileOrStdin::File(path) => smol::fs::read_to_string(path).await, FileOrStdin::Stdin => smol::unblock(|| std::io::read_to_string(std::io::stdin())).await, } } } impl FromStr for FileOrStdin { type Err = ::Err; fn from_str(s: &str) -> Result { match s { "-" => Ok(Self::Stdin), _ => Ok(Self::File(PathBuf::from_str(s)?)), } } } struct LoadedContext { full_path_str: String, snapshot: BufferSnapshot, clipped_cursor: Point, worktree: Entity, project: Entity, buffer: Entity, } async fn load_context( args: &ContextArgs, app_state: &Arc, cx: &mut AsyncApp, ) -> Result { let ContextArgs { worktree: worktree_path, cursor, use_language_server, .. } = args; let worktree_path = worktree_path.canonicalize()?; let project = cx.update(|cx| { Project::local( app_state.client.clone(), app_state.node_runtime.clone(), app_state.user_store.clone(), app_state.languages.clone(), app_state.fs.clone(), None, cx, ) })?; let worktree = project .update(cx, |project, cx| { project.create_worktree(&worktree_path, true, cx) })? .await?; let mut ready_languages = HashSet::default(); let (_lsp_open_handle, buffer) = if *use_language_server { let (lsp_open_handle, _, buffer) = open_buffer_with_language_server( project.clone(), worktree.clone(), cursor.path.clone(), &mut ready_languages, cx, ) .await?; (Some(lsp_open_handle), buffer) } else { let buffer = open_buffer(project.clone(), worktree.clone(), cursor.path.clone(), cx).await?; (None, buffer) }; let full_path_str = worktree .read_with(cx, |worktree, _| worktree.root_name().join(&cursor.path))? .display(PathStyle::local()) .to_string(); let snapshot = cx.update(|cx| buffer.read(cx).snapshot())?; let clipped_cursor = snapshot.clip_point(cursor.point, Bias::Left); if clipped_cursor != cursor.point { let max_row = snapshot.max_point().row; if cursor.point.row < max_row { return Err(anyhow!( "Cursor position {:?} is out of bounds (line length is {})", cursor.point, snapshot.line_len(cursor.point.row) )); } else { return Err(anyhow!( "Cursor position {:?} is out of bounds (max row is {})", cursor.point, max_row )); } } Ok(LoadedContext { full_path_str, snapshot, clipped_cursor, worktree, project, buffer, }) } async fn zeta2_syntax_context( zeta2_args: Zeta2Args, syntax_args: Zeta2SyntaxArgs, args: ContextArgs, app_state: &Arc, cx: &mut AsyncApp, ) -> Result { let LoadedContext { worktree, project, buffer, clipped_cursor, .. } = load_context(&args, app_state, cx).await?; // wait for worktree scan before starting zeta2 so that wait_for_initial_indexing waits for // the whole worktree. worktree .read_with(cx, |worktree, _cx| { worktree.as_local().unwrap().scan_complete() })? .await; let output = cx .update(|cx| { let zeta = cx.new(|cx| { zeta2::Zeta::new(app_state.client.clone(), app_state.user_store.clone(), cx) }); let indexing_done_task = zeta.update(cx, |zeta, cx| { zeta.set_options(syntax_args_to_options(&zeta2_args, &syntax_args, true)); zeta.register_buffer(&buffer, &project, cx); zeta.wait_for_initial_indexing(&project, cx) }); cx.spawn(async move |cx| { indexing_done_task.await?; let request = zeta .update(cx, |zeta, cx| { let cursor = buffer.read(cx).snapshot().anchor_before(clipped_cursor); zeta.cloud_request_for_zeta_cli(&project, &buffer, cursor, cx) })? .await?; let (prompt_string, section_labels) = cloud_zeta2_prompt::build_prompt(&request)?; match zeta2_args.output_format { OutputFormat::Prompt => anyhow::Ok(prompt_string), OutputFormat::Request => anyhow::Ok(serde_json::to_string_pretty(&request)?), OutputFormat::Full => anyhow::Ok(serde_json::to_string_pretty(&json!({ "request": request, "prompt": prompt_string, "section_labels": section_labels, }))?), } }) })? .await?; Ok(output) } async fn zeta1_context( args: ContextArgs, app_state: &Arc, cx: &mut AsyncApp, ) -> Result { let LoadedContext { full_path_str, snapshot, clipped_cursor, .. } = load_context(&args, app_state, cx).await?; let events = match args.edit_history { Some(events) => events.read_to_string().await?, None => String::new(), }; let prompt_for_events = move || (events, 0); cx.update(|cx| { zeta::gather_context( full_path_str, &snapshot, clipped_cursor, prompt_for_events, cx, ) })? .await } fn main() { zlog::init(); zlog::init_output_stderr(); let args = ZetaCliArgs::parse(); let http_client = Arc::new(ReqwestClient::new()); let app = Application::headless().with_http_client(http_client); app.run(move |cx| { let app_state = Arc::new(headless::init(cx)); cx.spawn(async move |cx| { match args.command { Command::Zeta1 { command: Zeta1Command::Context { context_args }, } => { let context = zeta1_context(context_args, &app_state, cx).await.unwrap(); let result = serde_json::to_string_pretty(&context.body).unwrap(); println!("{}", result); } Command::Zeta2 { command } => match command { Zeta2Command::Predict(arguments) => { run_zeta2_predict(arguments, &app_state, cx).await; } Zeta2Command::Eval(arguments) => { run_evaluate(arguments, &app_state, cx).await; } Zeta2Command::Syntax { args, syntax_args, command, } => { let result = match command { Zeta2SyntaxCommand::Context { context_args } => { zeta2_syntax_context( args, syntax_args, context_args, &app_state, cx, ) .await } Zeta2SyntaxCommand::Stats { worktree, extension, limit, skip, } => { retrieval_stats( worktree, app_state, extension, limit, skip, syntax_args_to_options(&args, &syntax_args, false), cx, ) .await } }; println!("{}", result.unwrap()); } }, Command::ConvertExample { path, output_format, } => { let example = NamedExample::load(path).unwrap(); example.write(output_format, io::stdout()).unwrap(); } }; let _ = cx.update(|cx| cx.quit()); }) .detach(); }); }