From c9a19a3b8751071b4e9c1813943696b277ac9c1a Mon Sep 17 00:00:00 2001 From: Stanislav Alekseev <43210583+WeetHet@users.noreply.github.com> Date: Tue, 17 Sep 2024 11:48:43 +0300 Subject: [PATCH] Add support for multilang validating runners, use stateful runners (#5) Co-authored-by: WeetHet Co-authored-by: Igor Engel --- .../{test-pytest.yml => test-pytest-ruff.yml} | 10 +- .gitignore | 3 + .gitmodules | 4 + benches/HumanEval-Dafny | 1 + gui/Cargo.lock | 12 + gui/Cargo.toml | 1 + gui/src/helpers.rs | 18 +- gui/src/main.rs | 431 +--- gui/src/ui/display.rs | 49 + gui/src/ui/file_picker.rs | 75 + gui/src/ui/mod.rs | 8 + gui/src/ui/output.rs | 84 + gui/src/ui/plot.rs | 31 + gui/src/ui/run.rs | 165 ++ gui/src/ui/settings.rs | 87 + gui/src/ui/token_input.rs | 21 + gui/src/ui/verifier_details.rs | 53 + poetry.lock | 1792 ++++++++++++++--- prompts/dafny_invariants/timeout.txt | 3 + prompts/humaneval-dafny/add.txt | 6 + prompts/humaneval-dafny/ask_for_fixed.txt | 4 + .../ask_for_fixed_had_errors.txt | 4 + prompts/humaneval-dafny/produce.txt | 2 + prompts/humaneval-dafny/rewrite.txt | 40 + prompts/humaneval-dafny/sys.txt | 3 + prompts/humaneval-dafny/timeout.txt | 3 + pyproject.toml | 4 + run_validating.sh | 17 + run_with_houdini.sh | 4 +- scripts/generate_result_graph.py | 25 + tests/{test_remove.py => test_dafny.py} | 41 +- tests/test_nagini.py | 294 +++ verified_cogen/__init__.py | 3 +- verified_cogen/args.py | 15 +- verified_cogen/experiments/incremental_run.py | 61 +- verified_cogen/experiments/use_houdini.py | 5 +- verified_cogen/main.py | 109 +- verified_cogen/runners/__init__.py | 123 +- verified_cogen/runners/generate.py | 45 +- verified_cogen/runners/generic.py | 19 +- verified_cogen/runners/invariants.py | 25 +- verified_cogen/runners/languages/__init__.py | 8 + verified_cogen/runners/languages/dafny.py | 26 + verified_cogen/runners/languages/language.py | 103 + verified_cogen/runners/languages/nagini.py | 28 + verified_cogen/runners/validating.py | 119 +- verified_cogen/tools/__init__.py | 19 + verified_cogen/tools/modes.py | 10 +- verified_cogen/tools/verifier.py | 29 +- 49 files changed, 3136 insertions(+), 906 deletions(-) rename .github/workflows/{test-pytest.yml => test-pytest-ruff.yml} (80%) create mode 160000 benches/HumanEval-Dafny create mode 100644 gui/src/ui/display.rs create mode 100644 gui/src/ui/file_picker.rs create mode 100644 gui/src/ui/mod.rs create mode 100644 gui/src/ui/output.rs create mode 100644 gui/src/ui/plot.rs create mode 100644 gui/src/ui/run.rs create mode 100644 gui/src/ui/settings.rs create mode 100644 gui/src/ui/token_input.rs create mode 100644 gui/src/ui/verifier_details.rs create mode 100644 prompts/dafny_invariants/timeout.txt create mode 100644 prompts/humaneval-dafny/add.txt create mode 100644 prompts/humaneval-dafny/ask_for_fixed.txt create mode 100644 prompts/humaneval-dafny/ask_for_fixed_had_errors.txt create mode 100644 prompts/humaneval-dafny/produce.txt create mode 100644 prompts/humaneval-dafny/rewrite.txt create mode 100644 prompts/humaneval-dafny/sys.txt create mode 100644 prompts/humaneval-dafny/timeout.txt create mode 100755 run_validating.sh create mode 100644 scripts/generate_result_graph.py rename tests/{test_remove.py => test_dafny.py} (66%) create mode 100644 tests/test_nagini.py create mode 100644 verified_cogen/runners/languages/__init__.py create mode 100644 verified_cogen/runners/languages/dafny.py create mode 100644 verified_cogen/runners/languages/language.py create mode 100644 verified_cogen/runners/languages/nagini.py diff --git a/.github/workflows/test-pytest.yml b/.github/workflows/test-pytest-ruff.yml similarity index 80% rename from .github/workflows/test-pytest.yml rename to .github/workflows/test-pytest-ruff.yml index 82a3786..057233a 100644 --- a/.github/workflows/test-pytest.yml +++ b/.github/workflows/test-pytest-ruff.yml @@ -1,4 +1,4 @@ -name: Run pytest +name: Run pytest, ruff, and pyright on: [push] @@ -8,7 +8,7 @@ env: POETRY_URL: https://install.python-poetry.org jobs: - run-pytest: + run-tests: runs-on: ubuntu-latest steps: - name: Checkout @@ -34,5 +34,11 @@ jobs: echo "$HOME/.local/bin" >> $GITHUB_PATH - name: Install Dependencies run: poetry install + - name: Run ruff format check + run: poetry run ruff format verified_cogen --check + - name: Run ruff linter + run: poetry run ruff check verified_cogen + - name: Run pyright + run: poetry run pyright verified_cogen - name: Run pytest run: poetry run pytest diff --git a/.gitignore b/.gitignore index 4671105..908fcb0 100644 --- a/.gitignore +++ b/.gitignore @@ -6,6 +6,7 @@ llm-generated **/.DS_Store pyrightconfig.json benches/DafnyBench/ +benches/HumanEval-Dafny-Mini/ break_assert.rs .venv **/target @@ -17,3 +18,5 @@ run.sh **/.pytest_cache run_nagini.py /tmp +results +results/* diff --git a/.gitmodules b/.gitmodules index 85b2332..cb6a2f1 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,3 +1,7 @@ [submodule "Nagini-Conversion"] path = Nagini-Conversion url = https://github.com/alex28sh/Nagini-Convertion + +[submodule "benches/HumanEval-Dafny"] + path = benches/HumanEval-Dafny + url = https://github.com/JetBrains-Research/HumanEval-Dafny diff --git a/benches/HumanEval-Dafny b/benches/HumanEval-Dafny new file mode 160000 index 0000000..197aca2 --- /dev/null +++ b/benches/HumanEval-Dafny @@ -0,0 +1 @@ +Subproject commit 197aca2480d30357e97dd087df64cd8808c97a5c diff --git a/gui/Cargo.lock b/gui/Cargo.lock index 7666ec5..91220c4 100644 --- a/gui/Cargo.lock +++ b/gui/Cargo.lock @@ -1173,6 +1173,17 @@ dependencies = [ "winit", ] +[[package]] +name = "egui_plot" +version = "0.28.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c7acc4fe778c41b91d57e04c1a2cf5765b3dc977f9f8384d2bb2eb4254855365" +dependencies = [ + "ahash", + "egui", + "emath", +] + [[package]] name = "emath" version = "0.28.1" @@ -1696,6 +1707,7 @@ dependencies = [ "directories", "eframe", "egui_extras", + "egui_plot", "env_logger", "log", "once_cell", diff --git a/gui/Cargo.toml b/gui/Cargo.toml index 99ab041..b547c04 100644 --- a/gui/Cargo.toml +++ b/gui/Cargo.toml @@ -8,6 +8,7 @@ anyhow = "1.0.86" directories = "5.0.1" eframe = { version = "0.28.1", features = ["persistence"] } egui_extras = { version = "0.28.1", features = ["syntect"] } +egui_plot = "0.28.1" env_logger = "0.11.3" log = "0.4.22" once_cell = "1.19.0" diff --git a/gui/src/helpers.rs b/gui/src/helpers.rs index 3db3d59..f44a529 100644 --- a/gui/src/helpers.rs +++ b/gui/src/helpers.rs @@ -3,7 +3,7 @@ use std::{ process::{Command, Output}, }; -use eframe::egui::{self, TextEdit}; +use eframe::egui::{self, TextEdit, Ui}; use crate::Settings; @@ -59,12 +59,20 @@ fn add_common_arguments<'a>( token: &str, settings: &Settings, ) -> &'a mut Command { + let bench_type = if settings.incremental_run { + String::from("validating") + } else { + settings.bench_type.to_string() + }; + if settings.do_filter { + cmd.args(["--filter-by-ext", &settings.filter_by_ext]); + } cmd.args(["--verifier-command", &settings.verifier_command]) .args(["--prompts-directory", &settings.prompts_directory]) .args(["--insert-conditions-mode", "llm-single-step"]) .args(["--llm-profile", settings.llm_profile.as_grazie()]) .args(["--grazie-token", token]) - .args(["--bench-type", &settings.bench_type.to_string()]) + .args(["--bench-type", &bench_type]) .args(["--tries", &make_tries(&settings.tries)]) .args(["--retries", &make_retries(&settings.retries)]) .args(["--verifier-timeout", &make_timeout(&settings.timeout)]) @@ -130,3 +138,9 @@ pub fn integer_edit_field( } res } + +pub(crate) fn paint_code(ui: &mut Ui, code: &str, lang: &str) { + let theme = egui_extras::syntax_highlighting::CodeTheme::from_memory(ui.ctx()); + + egui_extras::syntax_highlighting::code_view_ui(ui, &theme, code, lang); +} diff --git a/gui/src/main.rs b/gui/src/main.rs index 70a480f..234831c 100644 --- a/gui/src/main.rs +++ b/gui/src/main.rs @@ -1,19 +1,24 @@ #![cfg_attr(not(debug_assertions), windows_subsystem = "windows")] mod helpers; +mod ui; -use eframe::egui::{self, Separator, TextEdit, Ui}; +use eframe::egui::{self}; use std::{ + collections::HashMap, fmt::Display, fs::File, path::PathBuf, - sync::{atomic::AtomicBool, Arc, RwLock}, + sync::{ + atomic::{AtomicBool, AtomicUsize}, + Arc, RwLock, + }, }; use once_cell::sync::Lazy; use serde::{Deserialize, Serialize}; -use helpers::{basename, extension, integer_edit_field, run_on_directory, run_on_file}; +use helpers::basename; static APP_DIRS: Lazy = Lazy::new(|| { directories::ProjectDirs::from("", "", "verified-cogen").expect("Failed to get app directories") @@ -79,7 +84,9 @@ enum BenchMode { impl BenchMode { fn llm_generated_path(&self, path: &str) -> PathBuf { let name = match self { - BenchMode::Invariants | BenchMode::Generic | BenchMode::Validating => basename(path).to_string(), + BenchMode::Invariants | BenchMode::Generic | BenchMode::Validating => { + basename(path).to_string() + } BenchMode::Generate => { let base = basename(path); base.chars() @@ -98,11 +105,13 @@ impl Display for BenchMode { BenchMode::Invariants => write!(f, "invariants"), BenchMode::Generic => write!(f, "generic"), BenchMode::Generate => write!(f, "generate"), - BenchMode::Validating => write!(f, "validating") + BenchMode::Validating => write!(f, "validating"), } } } +type RunResults = HashMap; + #[derive(Default)] struct AppState { settings: Settings, @@ -113,6 +122,8 @@ struct AppState { running: Arc, last_verified_code: Arc>>, last_verified_extension: Arc>>, + run_results: Arc>>, + file_count: Arc, output: Arc>>, log: Arc>>, } @@ -170,6 +181,9 @@ struct Settings { file_mode: FileMode, runs: String, timeout: String, + do_filter: bool, + filter_by_ext: String, + incremental_run: bool, } impl Default for Settings { @@ -187,6 +201,9 @@ impl Default for Settings { file_mode: FileMode::SingleFile, runs: String::from("1"), timeout: String::from("60"), + incremental_run: false, + do_filter: false, + filter_by_ext: String::new(), } } } @@ -223,407 +240,3 @@ impl eframe::App for AppState { storage.set_string("settings_json", settings); } } - -impl AppState { - fn run(&mut self) { - let running = Arc::clone(&self.running); - let output = Arc::clone(&self.output); - let last_verified_code = Arc::clone(&self.last_verified_code); - let last_verified_ext = Arc::clone(&self.last_verified_extension); - - let settings = self.settings.clone(); - let file_mode = self.settings.file_mode.clone(); - let path = self.path.clone(); - let log = Arc::clone(&self.log); - - _ = std::thread::spawn(move || { - let result = std::panic::catch_unwind(|| { - running.store(true, std::sync::atomic::Ordering::SeqCst); - if let Ok(mut output) = output.write() { - *output = None; - } - let log_dir = APP_DIRS.cache_dir().join("log"); - _ = File::create(log_dir.join("llm.log")).expect("Failed to clean log file"); - match file_mode { - FileMode::SingleFile => { - if let Some(path) = path { - let extension = extension(&path); - if let Some(path) = path.to_str() { - let py_output = run_on_file(path, &settings); - if let Ok(mut output) = output.write() { - *output = Some(py_output); - } - - let llm_generated_path = - settings.bench_type.llm_generated_path(path); - let llm_code = std::fs::read_to_string(llm_generated_path).ok(); - if let Ok(mut last_verified_code) = last_verified_code.write() { - *last_verified_code = llm_code; - } - - if let Ok(mut last_verified_extension) = last_verified_ext.write() { - *last_verified_extension = Some(String::from(extension)); - } - } - } - } - FileMode::Directory => { - if let Ok(mut last_verified_code) = last_verified_code.write() { - *last_verified_code = None; - } - - if let Ok(mut last_verified_extension) = last_verified_ext.write() { - *last_verified_extension = None; - } - - if let Some(directory) = path { - if let Some(directory) = directory.to_str() { - let py_output = run_on_directory(directory, &settings); - if let Ok(mut output) = output.write() { - *output = Some(py_output); - } - } - } - } - } - if let Ok(mut log) = log.write() { - if let Ok(mut output) = output.write() { - if let Some((_, stderr)) = output.as_mut() { - if let Some(log) = log.as_ref() { - *stderr += &format!("\nLog:\n{}", log) - } - } - } - *log = None; - } - }); - if let Err(err) = result { - if let Ok(mut output) = output.write() { - *output = Some((String::from("Error"), format!("{:?}", err))); - } - } - running.store(false, std::sync::atomic::Ordering::SeqCst); - }); - - let running = Arc::clone(&self.running); - let log = Arc::clone(&self.log); - _ = std::thread::spawn(move || { - let log_file = APP_DIRS.cache_dir().join("log").join("llm.log"); - while running.load(std::sync::atomic::Ordering::SeqCst) { - let log_output = std::fs::read_to_string(&log_file).unwrap_or_default(); - if let Ok(mut log) = log.write() { - *log = Some(log_output); - } - std::thread::sleep(std::time::Duration::from_millis(100)); - } - }); - } - - fn file_picker(&mut self, ui: &mut Ui) { - ui.label("File mode: "); - if ui - .radio_value( - &mut self.settings.file_mode, - FileMode::SingleFile, - "Single file", - ) - .clicked() - { - self.files = None; - } - if ui - .radio_value( - &mut self.settings.file_mode, - FileMode::Directory, - "Directory", - ) - .clicked() - { - self.code = None; - } - - if ui.button("Open").clicked() { - match self.settings.file_mode { - FileMode::SingleFile => { - if let Some(file) = rfd::FileDialog::new().pick_file() { - self.code = Some( - std::fs::read_to_string(&file).expect("Failed to read file content"), - ); - self.path = Some(file); - } - } - FileMode::Directory => { - if let Some(dir) = rfd::FileDialog::new().pick_folder() { - self.files = Some( - std::fs::read_dir(&dir) - .expect("Failed to read directory content") - .filter_map(|entry| { - let path = - entry.expect("Failed to read directory entry").path(); - let s = path.to_string_lossy().to_string(); - let is_hidden = path - .file_name() - .map(|name| name.to_string_lossy().starts_with('.')) - .unwrap_or(true); - (!is_hidden).then_some(s) - }) - .collect(), - ); - self.path = Some(dir); - } - } - } - } - } - - fn runner(&mut self, ui: &mut Ui) { - ui.horizontal(|ui| { - self.file_picker(ui); - - let is_running = self.running.load(std::sync::atomic::Ordering::SeqCst); - - if ui.button("Run").clicked() && !is_running { - self.run(); - } - - if is_running { - ui.spinner(); - } - }); - } - - fn token_input(&mut self, ui: &mut Ui) { - let label = ui.heading("Grazie and verifier: "); - - ui.label("Grazie token: "); - ui.horizontal(|ui| { - let token = ui - .add( - TextEdit::singleline(&mut self.settings.grazie_token) - .hint_text("Enter your Grazie token") - .password(!self.token_hovered), - ) - .labelled_by(label.id); - self.token_hovered = token.hovered(); - }); - } - - fn verifier_details(&mut self, ui: &mut Ui) { - ui.label("Prompts directory: "); - ui.horizontal(|ui| { - ui.add( - TextEdit::singleline(&mut self.settings.prompts_directory) - .hint_text("Enter the prompts directory"), - ); - if ui.button("Select").clicked() { - if let Some(dir) = rfd::FileDialog::new().pick_folder() { - self.settings.prompts_directory = dir.to_string_lossy().to_string(); - } - } - }); - - ui.columns(2, |cols| { - let [left_ui, right_ui] = cols else { return }; - - left_ui.vertical(|ui| { - ui.label("Verifier command: "); - ui.add( - TextEdit::singleline(&mut self.settings.verifier_command) - .hint_text("Enter the verifier command"), - ); - }); - - right_ui.vertical(|ui| { - ui.label("Timeout: "); - let mut tmp_value = self.settings.timeout.clone(); - ui.add(TextEdit::singleline(&mut tmp_value).hint_text("Enter the timeout")); - if tmp_value.parse::().is_ok() || tmp_value.is_empty() { - self.settings.timeout = tmp_value; - } - }); - }); - - ui.label("Generate code: "); - ui.columns(2, |cols| { - let [left_ui, right_ui] = cols else { return }; - - left_ui.add( - TextEdit::singleline(&mut self.settings.generate_command) - .hint_text("Enter the command to generate code"), - ); - - right_ui.checkbox(&mut self.settings.use_poetry, "Use poetry"); - }); - } - - fn settings_ui(&mut self, ui: &mut Ui) { - ui.vertical(|ui| { - self.verifier_details(ui); - ui.separator(); - - ui.heading("Settings:"); - - egui::ComboBox::from_label("LLM Profile") - .selected_text(format!("{}", self.settings.llm_profile)) - .show_ui(ui, |ui| { - for profile in LLMProfile::all() { - ui.selectable_value( - &mut self.settings.llm_profile, - profile, - format!("{}", profile), - ); - } - }); - - ui.horizontal(|ui| { - ui.label("Bench mode: "); - ui.radio_value( - &mut self.settings.bench_type, - BenchMode::Invariants, - "Invariants", - ); - ui.radio_value(&mut self.settings.bench_type, BenchMode::Generic, "Generic"); - ui.radio_value( - &mut self.settings.bench_type, - BenchMode::Generate, - "Generate", - ); - ui.radio_value( - &mut self.settings.bench_type, - BenchMode::Validating, - "Validating" - ); - }); - ui.horizontal(|ui| { - let max_rect = ui.max_rect(); - let is_dir_mode = matches!(self.settings.file_mode, FileMode::Directory); - let div = if is_dir_mode { 5.0 } else { 3.0 }; - let size = [max_rect.width() / div, max_rect.height()]; - ui.label("Tries: "); - integer_edit_field(ui, "Tries", &mut self.settings.tries, size); - - ui.label("Retries: "); - integer_edit_field(ui, "Retries", &mut self.settings.retries, size); - - if is_dir_mode { - ui.label("Runs: "); - integer_edit_field(ui, "Retries", &mut self.settings.runs, size); - } - }); - }); - } - - fn display(&mut self, ui: &mut Ui) { - if self.settings.file_mode == FileMode::SingleFile { - if let Some(code) = self.code.as_ref() { - let path = self.path.as_ref().expect("Code and path should be in sync"); - egui::ScrollArea::vertical().show(ui, |ui| { - paint_code(ui, code, extension(path)); - }); - } else { - ui.label("No file selected"); - } - } else if let Some(files) = self.files.as_mut() { - let mut reset = false; - - egui::ScrollArea::vertical().show(ui, |ui| { - ui.heading("Files"); - ui.separator(); - - for file in files.iter() { - ui.horizontal(|ui| { - ui.label(basename(file)); - - if ui.button("Open").clicked() { - self.code = Some( - std::fs::read_to_string(file).expect("Failed to read file content"), - ); - self.path = Some(file.into()); - self.settings.file_mode = FileMode::SingleFile; - reset = true; - } - }); - } - }); - - if reset { - self.files = None; - } - } else { - ui.label("No directory selected"); - } - } - - fn output_ui(&mut self, ui: &mut Ui, panel_height: f32) { - let output_width = ui.available_width(); - let part = match self.settings.file_mode { - FileMode::SingleFile => 4.0, - FileMode::Directory => 2.0, - }; - ui.horizontal(|ui| { - ui.set_height(panel_height); - ui.add(Separator::default().vertical().grow(panel_height)); - - ui.vertical(|ui| { - if let Ok(output) = self.output.read() { - if let Some(output) = output.as_ref() { - let (stdout, stderr) = &output; - ui.heading("Stdout:"); - ui.push_id("stdout", |ui| { - ui.set_max_height(panel_height / part); - egui::ScrollArea::vertical().show(ui, |ui| { - ui.set_min_width(output_width); - ui.monospace(stdout); - }); - }); - - ui.separator(); - - ui.heading("Stderr:"); - ui.push_id("stderr", |ui| { - ui.set_max_height(panel_height / part); - egui::ScrollArea::vertical().show(ui, |ui| { - ui.set_min_width(output_width); - ui.monospace(stderr); - }); - }); - - if let Ok(code) = self.last_verified_code.read() { - if let Ok(ext) = self.last_verified_extension.read() { - if let Some(code) = code.as_ref() { - if let Some(ext) = ext.as_ref() { - ui.separator(); - ui.heading("Last verified code:"); - ui.push_id("llm-code", |ui| { - egui::ScrollArea::vertical().show(ui, |ui| { - ui.set_min_width(output_width); - paint_code(ui, code, ext); - }); - }); - } - } - } - } - } - } - - if let Ok(log) = self.log.read() { - if let Some(log) = log.as_ref() { - ui.heading("Log:"); - ui.push_id("log", |ui| { - egui::ScrollArea::vertical().show(ui, |ui| { - ui.monospace(log); - }); - }); - } - } - }); - }); - } -} - -fn paint_code(ui: &mut Ui, code: &str, lang: &str) { - let theme = egui_extras::syntax_highlighting::CodeTheme::from_memory(ui.ctx()); - - egui_extras::syntax_highlighting::code_view_ui(ui, &theme, code, lang); -} diff --git a/gui/src/ui/display.rs b/gui/src/ui/display.rs new file mode 100644 index 0000000..b4e7d74 --- /dev/null +++ b/gui/src/ui/display.rs @@ -0,0 +1,49 @@ +use eframe::egui::{self, Ui}; + +use crate::{ + helpers::{basename, extension, paint_code}, + AppState, FileMode, +}; + +impl AppState { + pub(crate) fn display(&mut self, ui: &mut Ui) { + if self.settings.file_mode == FileMode::SingleFile { + if let Some(code) = self.code.as_ref() { + let path = self.path.as_ref().expect("Code and path should be in sync"); + egui::ScrollArea::vertical().show(ui, |ui| { + paint_code(ui, code, extension(path)); + }); + } else { + ui.label("No file selected"); + } + } else if let Some(files) = self.files.as_mut() { + let mut reset = false; + + egui::ScrollArea::vertical().show(ui, |ui| { + ui.heading("Files"); + ui.separator(); + + for file in files.iter() { + ui.horizontal(|ui| { + ui.label(basename(file)); + + if !self.settings.incremental_run && ui.button("Open").clicked() { + self.code = Some( + std::fs::read_to_string(file).expect("Failed to read file content"), + ); + self.path = Some(file.into()); + self.settings.file_mode = FileMode::SingleFile; + reset = true; + } + }); + } + }); + + if reset { + self.files = None; + } + } else { + ui.label("No directory selected"); + } + } +} diff --git a/gui/src/ui/file_picker.rs b/gui/src/ui/file_picker.rs new file mode 100644 index 0000000..e9fd597 --- /dev/null +++ b/gui/src/ui/file_picker.rs @@ -0,0 +1,75 @@ +use std::ffi::OsString; + +use eframe::egui::Ui; + +use crate::{AppState, FileMode}; + +impl AppState { + pub(crate) fn file_picker(&mut self, ui: &mut Ui) { + ui.label("File mode: "); + if !self.settings.incremental_run + && ui + .radio_value( + &mut self.settings.file_mode, + FileMode::SingleFile, + "Single file", + ) + .clicked() + { + self.settings.incremental_run = false; + self.files = None; + } + if ui + .radio_value( + &mut self.settings.file_mode, + FileMode::Directory, + "Directory", + ) + .clicked() + { + self.code = None; + } + + if ui.button("Open").clicked() { + match self.settings.file_mode { + FileMode::SingleFile => { + if let Some(file) = rfd::FileDialog::new().pick_file() { + self.code = Some( + std::fs::read_to_string(&file).expect("Failed to read file content"), + ); + self.path = Some(file); + } + } + FileMode::Directory => { + if let Some(dir) = rfd::FileDialog::new().pick_folder() { + let do_filter = self.settings.do_filter; + let filter_by_ext: OsString = self.settings.filter_by_ext.clone().into(); + self.files = { + let mut files: Vec<_> = std::fs::read_dir(&dir) + .expect("Failed to read directory content") + .filter_map(|entry| { + let path = + entry.expect("Failed to read directory entry").path(); + if do_filter + && path.extension().map_or(true, |ext| ext != filter_by_ext) + { + return None; + } + let s = path.to_string_lossy().to_string(); + let is_hidden = path + .file_name() + .map(|name| name.to_string_lossy().starts_with('.')) + .unwrap_or(true); + (!is_hidden).then_some(s) + }) + .collect(); + files.sort(); + Some(files) + }; + self.path = Some(dir); + } + } + } + } + } +} diff --git a/gui/src/ui/mod.rs b/gui/src/ui/mod.rs new file mode 100644 index 0000000..2fb16c5 --- /dev/null +++ b/gui/src/ui/mod.rs @@ -0,0 +1,8 @@ +mod display; +mod file_picker; +mod output; +mod plot; +mod run; +mod settings; +mod token_input; +mod verifier_details; diff --git a/gui/src/ui/output.rs b/gui/src/ui/output.rs new file mode 100644 index 0000000..ecfa039 --- /dev/null +++ b/gui/src/ui/output.rs @@ -0,0 +1,84 @@ +use eframe::egui::{self, Separator, Ui}; + +use crate::{helpers::paint_code, AppState, FileMode}; + +impl AppState { + pub(crate) fn output_ui(&mut self, ui: &mut Ui, panel_height: f32) { + let output_width = ui.available_width(); + let mut part = match self.settings.file_mode { + FileMode::SingleFile => 4.0, + FileMode::Directory => 2.0, + }; + + ui.horizontal(|ui| { + ui.set_height(panel_height); + ui.add(Separator::default().vertical().grow(panel_height)); + + ui.vertical(|ui| { + if let Ok(run_results) = self.run_results.read() { + part += 1.0; + if let Some(results) = run_results.as_ref() { + let cnt = self.file_count.load(std::sync::atomic::Ordering::SeqCst); + ui.push_id("plot", |ui| { + ui.set_max_height(panel_height / part); + self.plot(results, cnt, ui); + }); + } + } + + if let Ok(output) = self.output.read() { + if let Some(output) = output.as_ref() { + let (stdout, stderr) = &output; + ui.heading("Stdout:"); + ui.push_id("stdout", |ui| { + ui.set_max_height(panel_height / part); + egui::ScrollArea::vertical().show(ui, |ui| { + ui.set_min_width(output_width); + ui.monospace(stdout); + }); + }); + + ui.separator(); + + ui.heading("Stderr:"); + ui.push_id("stderr", |ui| { + ui.set_max_height(panel_height / part); + egui::ScrollArea::vertical().show(ui, |ui| { + ui.set_min_width(output_width); + ui.monospace(stderr); + }); + }); + + if let Ok(code) = self.last_verified_code.read() { + if let Ok(ext) = self.last_verified_extension.read() { + if let Some(code) = code.as_ref() { + if let Some(ext) = ext.as_ref() { + ui.separator(); + ui.heading("Last verified code:"); + ui.push_id("llm-code", |ui| { + egui::ScrollArea::vertical().show(ui, |ui| { + ui.set_min_width(output_width); + paint_code(ui, code, ext); + }); + }); + } + } + } + } + } + } + + if let Ok(log) = self.log.read() { + if let Some(log) = log.as_ref() { + ui.heading("Log:"); + ui.push_id("log", |ui| { + egui::ScrollArea::vertical().show(ui, |ui| { + ui.monospace(log); + }); + }); + } + } + }); + }); + } +} diff --git a/gui/src/ui/plot.rs b/gui/src/ui/plot.rs new file mode 100644 index 0000000..b7b9873 --- /dev/null +++ b/gui/src/ui/plot.rs @@ -0,0 +1,31 @@ +use eframe::egui::Ui; +use egui_plot::{uniform_grid_spacer, Line, Plot}; + +use crate::{AppState, RunResults}; + +impl AppState { + pub fn plot(&self, results: &RunResults, file_cnt: usize, ui: &mut Ui) { + let tries: Vec<_> = results.values().copied().collect(); + let max_tries = *tries + .iter() + .max_by(|a, b| a.total_cmp(b)) + .expect("results should contain at least one file"); + let mut cnt = vec![0; max_tries.ceil() as usize + 1]; + for t in tries { + cnt[t.ceil() as usize] += 1; + } + let percent = cnt + .into_iter() + .enumerate() + .scan(0, |state, (i, x)| { + *state += x; + Some([i as f64, *state as f64 / file_cnt as f64 * 100.0]) + }) + .collect::>(); + + Plot::new("results_plot") + .x_grid_spacer(uniform_grid_spacer(|_| [5.0, 1.0, 1.0])) + // .view_aspect(1.0) + .show(ui, |plot_ui| plot_ui.line(Line::new(percent))); + } +} diff --git a/gui/src/ui/run.rs b/gui/src/ui/run.rs new file mode 100644 index 0000000..834b0d6 --- /dev/null +++ b/gui/src/ui/run.rs @@ -0,0 +1,165 @@ +use std::{fs::File, io::Read, path::PathBuf, sync::Arc}; + +use eframe::egui::{TextEdit, Ui}; + +use crate::{ + helpers::{basename, extension, run_on_directory, run_on_file}, + AppState, FileMode, APP_DIRS, +}; + +impl AppState { + pub(crate) fn runner(&mut self, ui: &mut Ui) { + ui.horizontal(|ui| { + self.file_picker(ui); + + let is_running = self.running.load(std::sync::atomic::Ordering::SeqCst); + + if ui.button("Run").clicked() && !is_running { + self.run(); + } + + if is_running { + ui.spinner(); + } + }); + if matches!(self.settings.file_mode, FileMode::Directory) { + ui.horizontal(|ui| { + ui.checkbox(&mut self.settings.do_filter, "Filter by extension"); + ui.add_space(5.0); + ui.add( + TextEdit::singleline(&mut self.settings.filter_by_ext) + .hint_text("enter the extension here") + .interactive(self.settings.do_filter), + ); + }); + } + } + + pub(crate) fn run(&mut self) { + let running = Arc::clone(&self.running); + let output = Arc::clone(&self.output); + let last_verified_code = Arc::clone(&self.last_verified_code); + let last_verified_ext = Arc::clone(&self.last_verified_extension); + let incremental_run = self.settings.incremental_run; + let file_count = Arc::clone(&self.file_count); + let cnt = self.files.as_ref().map(|f| f.len()); + let run_results = Arc::clone(&self.run_results); + + let settings = self.settings.clone(); + let file_mode = self.settings.file_mode.clone(); + let path = self.path.clone(); + let log = Arc::clone(&self.log); + + _ = std::thread::spawn(move || { + let _path = path.clone(); + let result = std::panic::catch_unwind(|| { + running.store(true, std::sync::atomic::Ordering::SeqCst); + if let Ok(mut output) = output.write() { + *output = None; + } + if let Ok(mut results) = run_results.write() { + *results = None; + } + let log_dir = APP_DIRS.cache_dir().join("log"); + _ = File::create(log_dir.join("llm.log")).expect("Failed to clean log file"); + match file_mode { + FileMode::SingleFile => { + if let Some(path) = _path { + let extension = extension(&path); + if let Some(path) = path.to_str() { + let py_output = run_on_file(path, &settings); + if let Ok(mut output) = output.write() { + *output = Some(py_output); + } + + let llm_generated_path = + settings.bench_type.llm_generated_path(path); + let llm_code = std::fs::read_to_string(llm_generated_path).ok(); + if let Ok(mut last_verified_code) = last_verified_code.write() { + *last_verified_code = llm_code; + } + + if let Ok(mut last_verified_extension) = last_verified_ext.write() { + *last_verified_extension = Some(String::from(extension)); + } + } + } + } + FileMode::Directory => { + if let Ok(mut last_verified_code) = last_verified_code.write() { + *last_verified_code = None; + } + + if let Ok(mut last_verified_extension) = last_verified_ext.write() { + *last_verified_extension = None; + } + + if let Some(directory) = _path { + if let Some(directory) = directory.to_str() { + let py_output = run_on_directory(directory, &settings); + if let Ok(mut output) = output.write() { + *output = Some(py_output); + } + + let mut results_contents = String::new(); + let name = basename(directory); + + let results_path = match incremental_run { + true => { + PathBuf::from("results").join(format!("tries_{name}.json")) + } + false => APP_DIRS.cache_dir().join("total_cnt.json"), + }; + + File::open(results_path) + .expect("results are not where they should be") + .read_to_string(&mut results_contents) + .expect("failed read"); + + if let Ok(mut results) = run_results.write() { + *results = Some( + serde_json::from_str(&results_contents) + .expect("results must contain a valid json"), + ); + file_count.store( + cnt.expect("should be dir"), + std::sync::atomic::Ordering::SeqCst, + ); + } + } + } + } + } + if let Ok(mut log) = log.write() { + if let Ok(mut output) = output.write() { + if let Some((_, stderr)) = output.as_mut() { + if let Some(log) = log.as_ref() { + *stderr += &format!("\nLog:\n{}", log) + } + } + } + *log = None; + } + }); + if let Err(err) = result { + if let Ok(mut output) = output.write() { + *output = Some((String::from("Error"), format!("{:?}", err))); + } + } + running.store(false, std::sync::atomic::Ordering::SeqCst); + }); + + let running = Arc::clone(&self.running); + let log = Arc::clone(&self.log); + _ = std::thread::spawn(move || { + let log_file = APP_DIRS.cache_dir().join("log").join("llm.log"); + while running.load(std::sync::atomic::Ordering::SeqCst) { + let log_output = std::fs::read_to_string(&log_file).unwrap_or_default(); + if let Ok(mut log) = log.write() { + *log = Some(log_output); + } + std::thread::sleep(std::time::Duration::from_millis(100)); + } + }); + } +} diff --git a/gui/src/ui/settings.rs b/gui/src/ui/settings.rs new file mode 100644 index 0000000..ae3a451 --- /dev/null +++ b/gui/src/ui/settings.rs @@ -0,0 +1,87 @@ +use eframe::egui::{self, Ui}; + +use crate::helpers::integer_edit_field; +use crate::{AppState, BenchMode, FileMode, LLMProfile}; + +impl AppState { + pub(crate) fn settings_ui(&mut self, ui: &mut Ui) { + ui.vertical(|ui| { + self.verifier_details(ui); + ui.separator(); + + ui.heading("Settings:"); + + egui::ComboBox::from_label("LLM Profile") + .selected_text(format!("{}", self.settings.llm_profile)) + .show_ui(ui, |ui| { + for profile in LLMProfile::all() { + ui.selectable_value( + &mut self.settings.llm_profile, + profile, + format!("{}", profile), + ); + } + }); + + ui.separator(); + + if ui + .checkbox( + &mut self.settings.incremental_run, + "Incremental run (experimental validating mode)", + ) + .clicked() + && self.settings.incremental_run + { + _ = self.code.take(); + self.settings.file_mode = FileMode::Directory; + } + ui.add_space(2.0); + if !self.settings.incremental_run { + ui.horizontal(|ui| { + ui.label("Bench mode: "); + ui.radio_value( + &mut self.settings.bench_type, + BenchMode::Invariants, + "Invariants", + ); + ui.radio_value(&mut self.settings.bench_type, BenchMode::Generic, "Generic"); + ui.radio_value( + &mut self.settings.bench_type, + BenchMode::Generate, + "Generate", + ); + ui.radio_value( + &mut self.settings.bench_type, + BenchMode::Validating, + "Validating", + ); + }); + } + + ui.separator(); + ui.horizontal(|ui| { + let max_rect = ui.max_rect(); + let is_dir_mode = matches!(self.settings.file_mode, FileMode::Directory); + let div = match (self.settings.incremental_run, is_dir_mode) { + (true, _) => 1.5, + (false, true) => 5.0, + (false, false) => 3.0, + }; + let size = [max_rect.width() / div, max_rect.height()]; + ui.label("Tries: "); + integer_edit_field(ui, "Tries", &mut self.settings.tries, size); + + if !self.settings.incremental_run { + ui.label("Retries: "); + integer_edit_field(ui, "Retries", &mut self.settings.retries, size); + } + + if !self.settings.incremental_run && is_dir_mode { + ui.label("Runs: "); + integer_edit_field(ui, "Retries", &mut self.settings.runs, size); + } + }); + }); + } +} diff --git a/gui/src/ui/token_input.rs b/gui/src/ui/token_input.rs new file mode 100644 index 0000000..06d00df --- /dev/null +++ b/gui/src/ui/token_input.rs @@ -0,0 +1,21 @@ +use eframe::egui::{TextEdit, Ui}; + +use crate::AppState; + +impl AppState { + pub(crate) fn token_input(&mut self, ui: &mut Ui) { + let label = ui.heading("Grazie and verifier: "); + + ui.label("Grazie token: "); + ui.horizontal(|ui| { + let token = ui + .add( + TextEdit::singleline(&mut self.settings.grazie_token) + .hint_text("Enter your Grazie token") + .password(!self.token_hovered), + ) + .labelled_by(label.id); + self.token_hovered = token.hovered(); + }); + } +} diff --git a/gui/src/ui/verifier_details.rs b/gui/src/ui/verifier_details.rs new file mode 100644 index 0000000..492a785 --- /dev/null +++ b/gui/src/ui/verifier_details.rs @@ -0,0 +1,53 @@ +use eframe::egui::{TextEdit, Ui}; + +use crate::AppState; + +impl AppState { + pub(crate) fn verifier_details(&mut self, ui: &mut Ui) { + ui.label("Prompts directory: "); + ui.horizontal(|ui| { + ui.add( + TextEdit::singleline(&mut self.settings.prompts_directory) + .hint_text("Enter the prompts directory"), + ); + if ui.button("Select").clicked() { + if let Some(dir) = rfd::FileDialog::new().pick_folder() { + self.settings.prompts_directory = dir.to_string_lossy().to_string(); + } + } + }); + + ui.columns(2, |cols| { + let [left_ui, right_ui] = cols else { return }; + + left_ui.vertical(|ui| { + ui.label("Verifier command: "); + ui.add( + TextEdit::singleline(&mut self.settings.verifier_command) + .hint_text("Enter the verifier command"), + ); + }); + + right_ui.vertical(|ui| { + ui.label("Timeout: "); + let mut tmp_value = self.settings.timeout.clone(); + ui.add(TextEdit::singleline(&mut tmp_value).hint_text("Enter the timeout")); + if tmp_value.parse::().is_ok() || tmp_value.is_empty() { + self.settings.timeout = tmp_value; + } + }); + }); + + ui.label("Generate code: "); + ui.columns(2, |cols| { + let [left_ui, right_ui] = cols else { return }; + + left_ui.add( + TextEdit::singleline(&mut self.settings.generate_command) + .hint_text("Enter the command to generate code"), + ); + + right_ui.checkbox(&mut self.settings.use_poetry, "Use poetry"); + }); + } +} diff --git a/poetry.lock b/poetry.lock index 152c79b..2aee1db 100644 --- a/poetry.lock +++ b/poetry.lock @@ -44,6 +44,35 @@ files = [ {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, ] +[[package]] +name = "appnope" +version = "0.1.4" +description = "Disable App Nap on macOS >= 10.9" +optional = false +python-versions = ">=3.6" +files = [ + {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, + {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, +] + +[[package]] +name = "asttokens" +version = "2.4.1" +description = "Annotate AST trees with source code positions" 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+content-hash = "4a071c89f91a35c65f96485d5a60607dde539e78984c66374d336a98a74b0014" diff --git a/prompts/dafny_invariants/timeout.txt b/prompts/dafny_invariants/timeout.txt new file mode 100644 index 0000000..f69fd69 --- /dev/null +++ b/prompts/dafny_invariants/timeout.txt @@ -0,0 +1,3 @@ +The verifier timed out during the verification. +This usually means that the provided invariants were too broad or were difficult to check. +Could you please try to improve the invariants and try again? diff --git a/prompts/humaneval-dafny/add.txt b/prompts/humaneval-dafny/add.txt new file mode 100644 index 0000000..4e69bb8 --- /dev/null +++ b/prompts/humaneval-dafny/add.txt @@ -0,0 +1,6 @@ +Given the following danfy program, and a set of invariants and assertions, output the program with invariants inserted into the correct place. +The program: +{program} +– +The invariants: +{checks} diff --git a/prompts/humaneval-dafny/ask_for_fixed.txt b/prompts/humaneval-dafny/ask_for_fixed.txt new file mode 100644 index 0000000..d5c6c30 --- /dev/null +++ b/prompts/humaneval-dafny/ask_for_fixed.txt @@ -0,0 +1,4 @@ +The following errors occurred during verification: +{error} + +Please fix the error by adding, removing or modifying the invariants and/or assertions and return the fixed program. diff --git a/prompts/humaneval-dafny/ask_for_fixed_had_errors.txt b/prompts/humaneval-dafny/ask_for_fixed_had_errors.txt new file mode 100644 index 0000000..e2cb9ad --- /dev/null +++ b/prompts/humaneval-dafny/ask_for_fixed_had_errors.txt @@ -0,0 +1,4 @@ +There are still some errors: +{error} + +Could you please fix them? diff --git a/prompts/humaneval-dafny/produce.txt b/prompts/humaneval-dafny/produce.txt new file mode 100644 index 0000000..386fdcb --- /dev/null +++ b/prompts/humaneval-dafny/produce.txt @@ -0,0 +1,2 @@ +Given the following dafny program, output invariants and assertions which are required to prove the program correct. +{program} diff --git a/prompts/humaneval-dafny/rewrite.txt b/prompts/humaneval-dafny/rewrite.txt new file mode 100644 index 0000000..12b9245 --- /dev/null +++ b/prompts/humaneval-dafny/rewrite.txt @@ -0,0 +1,40 @@ +Rewrite the following dafny program, adding correct invariants into `while` loops. +Also add assertions in nessesary places. +Do not change the code, only add invariants and assertions. Don't remove any helper functions, they are there to help you. +You might need to work with accumulating functions, such as sum, so here's an example of how to do that: +```dafny +function sum(s: seq) : int { + if |s| == 0 then 0 else s[0] + sum(s[1..]) +} + +lemma sum_prop(s: seq) + requires |s| > 0 + ensures sum(s) == sum(s[..|s| - 1]) + s[ |s| - 1 ] +{ + if (|s| > 1) { + assert (s[1..][..|s[1..]| - 1]) == s[1..|s| - 1]; + } +} + +method sum_loop(numbers: seq) returns (s: int) + ensures s == sum(numbers) + { + assert numbers[..|numbers|] == numbers; + s := 0; + var i := 0; + while (i < |numbers|) + invariant 0 <= i <= |numbers| + invariant s == sum(numbers[..i]) + { + assert sum(numbers[..i + 1]) == sum(numbers[..i]) + numbers[i] by { + assert numbers[..i+1][..i] == numbers[..i]; + sum_prop(numbers[..i + 1]); + } + s := s + numbers[i]; + + i := i + 1; + } +} +``` +The program: +{program} diff --git a/prompts/humaneval-dafny/sys.txt b/prompts/humaneval-dafny/sys.txt new file mode 100644 index 0000000..8619fee --- /dev/null +++ b/prompts/humaneval-dafny/sys.txt @@ -0,0 +1,3 @@ +You are an expert in Dafny. +You will be given tasks dealing with Dafny programs including precise docstrings and specifications. +Do not provide explanations. Respond only in dafny code. diff --git a/prompts/humaneval-dafny/timeout.txt b/prompts/humaneval-dafny/timeout.txt new file mode 100644 index 0000000..f69fd69 --- /dev/null +++ b/prompts/humaneval-dafny/timeout.txt @@ -0,0 +1,3 @@ +The verifier timed out during the verification. +This usually means that the provided invariants were too broad or were difficult to check. +Could you please try to improve the invariants and try again? diff --git a/pyproject.toml b/pyproject.toml index fcb2748..03e51dc 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,6 +7,7 @@ readme = "README.md" [tool.poetry.scripts] verified-cogen = "verified_cogen.main:main" +incremental_run = "verified_cogen.experiments.incremental_run:main" [tool.isort] profile = "black" @@ -30,6 +31,9 @@ appdirs = "^1.4.4" isort = "^5.10.1" ruff = "^0.5.4" pytest = "^8.3.1" +matplotlib = "^3.9.2" +ipykernel = "^6.29.5" +pyright = "^1.1.380" [build-system] requires = ["poetry-core"] diff --git a/run_validating.sh b/run_validating.sh new file mode 100755 index 0000000..42be58c --- /dev/null +++ b/run_validating.sh @@ -0,0 +1,17 @@ +#!/bin/bash + +vcmd=${1:-"dafny verify --allow-warnings --verification-time-limit 10"} +prompts_dir=${2:-"prompts/humaneval-dafny"} +dir=${3:-"benches/HumanEval-Dafny"} +ext=${4:-"dfy"} + +PYLOG_LEVEL=INFO NOFILE=1 poetry run incremental_run \ + --grazie-token=$GRAZIE_JWT_TOKEN \ + --llm-profile="anthropic-claude-3.5-sonnet" \ + --insert-conditions-mode=llm-single-step \ + --tries 10 \ + --bench-type=validating \ + --verifier-command="$vcmd" \ + --prompts-directory="$prompts_dir" \ + --dir="$dir" \ + --filter-by-ext="$ext" diff --git a/run_with_houdini.sh b/run_with_houdini.sh index 4d1d147..e2f51dd 100755 --- a/run_with_houdini.sh +++ b/run_with_houdini.sh @@ -3,10 +3,8 @@ source .venv/bin/activate source .envrc -export PYTHONPATH=PYTHONPATH:"$(pwd)/src" - PYLOG_LEVEL=INFO NOFILE=1 poetry run python verified_cogen/experiments/use_houdini.py \ - --grazie-token=$GRAZIE_TOKEN \ + --grazie-token=$GRAZIE_JWT_TOKEN \ --profile="anthropic-claude-3.5-sonnet" \ --prompt-dir=prompts/rust_invariants \ --verifier-command="verus --multiple-errors=100" \ diff --git a/scripts/generate_result_graph.py b/scripts/generate_result_graph.py new file mode 100644 index 0000000..a3bab94 --- /dev/null +++ b/scripts/generate_result_graph.py @@ -0,0 +1,25 @@ +# %% +import matplotlib.pyplot as plt +import json +from itertools import accumulate +import pathlib + +# %% +path = "../results/tries_HumanEval-Dafny.json" +bench = pathlib.Path("../benches/HumanEval-Dafny") +file_cnt = len(list(bench.glob("*.dfy"))) +with open(path) as f: + data = json.load(f) + +tries = data.values() +max_tries = max(tries) +cnt = [0] * (max_tries + 1) +for t in tries: + cnt[t] += 1 +cnt = list(accumulate(cnt)) +cnt = [c / file_cnt for c in cnt] +plt.plot(cnt) +plt.show() + +# %% +f"{cnt[-1] * 100}% of the files were successfully verified" diff --git a/tests/test_remove.py b/tests/test_dafny.py similarity index 66% rename from tests/test_remove.py rename to tests/test_dafny.py index 975ee75..a8809df 100644 --- a/tests/test_remove.py +++ b/tests/test_dafny.py @@ -1,15 +1,40 @@ from textwrap import dedent -from verified_cogen.runners.validating import remove_asserts_and_invariants +from verified_cogen.runners.languages import LanguageDatabase, register_basic_languages + +register_basic_languages() + + +def test_dafny_generate(): + dafny_lang = LanguageDatabase().get("dafny") + code = dedent( + """\ + method main(value: int) returns (result: int) + requires value >= 10 + ensures result >= 20 + { + assert value * 2 >= 20; // assert-line + result := value * 2; + }""" + ) + assert dafny_lang.generate_validators(code) == dedent( + """\ + method main_valid(value: int) returns (result: int) + requires value >= 10 + ensures result >= 20 + { var ret := main(value); return ret; } + """ + ) def test_remove_line(): + dafny_lang = LanguageDatabase().get("dafny") code = dedent( """\ method main() { assert a == 1; // assert-line }""" ) - assert remove_asserts_and_invariants(code) == dedent( + assert dafny_lang.remove_asserts_and_invariants(code) == dedent( """\ method main() { }""" @@ -17,6 +42,8 @@ def test_remove_line(): def test_remove_multiline_assert(): + dafny_lang = LanguageDatabase().get("dafny") + code = dedent( """\ method main() { @@ -27,7 +54,7 @@ def test_remove_multiline_assert(): // assert-end }""" ) - assert remove_asserts_and_invariants(code) == dedent( + assert dafny_lang.remove_asserts_and_invariants(code) == dedent( """\ method main() { }""" @@ -35,6 +62,8 @@ def test_remove_multiline_assert(): def test_remove_invariants(): + dafny_lang = LanguageDatabase().get("dafny") + code = dedent( """\ method main() { @@ -47,7 +76,7 @@ def test_remove_invariants(): } }""" ) - assert remove_asserts_and_invariants(code) == dedent( + assert dafny_lang.remove_asserts_and_invariants(code) == dedent( """\ method main() { while true @@ -58,6 +87,8 @@ def test_remove_invariants(): def test_remove_all(): + dafny_lang = LanguageDatabase().get("dafny") + code = dedent( """\ method is_prime(k: int) returns (result: bool) @@ -87,7 +118,7 @@ def test_remove_all(): } }""" ) - assert remove_asserts_and_invariants(code) == dedent( + assert dafny_lang.remove_asserts_and_invariants(code) == dedent( """\ method is_prime(k: int) returns (result: bool) requires k >= 2 diff --git a/tests/test_nagini.py b/tests/test_nagini.py new file mode 100644 index 0000000..1e994a1 --- /dev/null +++ b/tests/test_nagini.py @@ -0,0 +1,294 @@ +from textwrap import dedent +from verified_cogen.runners.languages import LanguageDatabase, register_basic_languages + +register_basic_languages() + + +def test_nagini_generate(): + nagini_lang = LanguageDatabase().get("nagini") + code = dedent( + """\ + def main(value: int) -> int: + Requires(value >= 10) + Ensures(Result() >= 20) + Assert(value * 2 >= 20) # assert-line + return value * 2""" + ) + assert nagini_lang.generate_validators(code) == dedent( + """\ + def main_valid(value: int) -> int: + Requires(value >= 10) + Ensures(Result() >= 20) + ret = main(value) + return ret""" + ) + + +def test_nagini_with_comments(): + nagini_lang = LanguageDatabase().get("nagini") + code = dedent( + """\ + def main(value: int) -> int: + # pre-conditions-start + Requires(value >= 10) + # pre-conditions-end + # post-conditions-start + Ensures(Result() >= 20) + # post-conditions-end + # impl-start + Assert(value * 2 >= 20) # assert-line + return value * 2 + # impl-end""" + ) + assert nagini_lang.generate_validators(code) == dedent( + """\ + def main_valid(value: int) -> int: + Requires(value >= 10) + Ensures(Result() >= 20) + ret = main(value) + return ret""" + ) + + +def test_remove_line(): + nagini_lang = LanguageDatabase().get("nagini") + code = dedent( + """\ + def main(): + Assert(a == 1) # assert-line + """ + ) + assert nagini_lang.remove_asserts_and_invariants(code) == dedent( + """\ + def main():""" + ) + + +def test_remove_multiline_assert(): + nagini_lang = LanguageDatabase().get("nagini") + + code = dedent( + """\ + def main(): + # assert-start + Assert( + a == 1 + ) + # assert-end""" + ) + assert nagini_lang.remove_asserts_and_invariants(code) == dedent( + """\ + def main():""" + ) + + +def test_remove_invariants(): + nagini_lang = LanguageDatabase().get("nagini") + + code = dedent( + """\ + def main(): + while True: + # invariants-start + Invariant(false) + Invariant(true) + # invariants-end""" + ) + assert nagini_lang.remove_asserts_and_invariants(code) == dedent( + """\ + def main(): + while True:""" + ) + + +def test_remove_all(): + nagini_lang = LanguageDatabase().get("nagini") + + code = dedent( + """\ + def is_prime(k : int) -> bool: + # pre-conditions-start + Requires((k) >= (2)) + # pre-conditions-end + # post-conditions-start + Ensures(not (Result()) or (Forall(int, lambda d_0_i_: + not (((2) <= (d_0_i_)) and ((d_0_i_) < (k))) or ((k % d_0_i_) != (0))))) + Ensures(not (not(Result())) or (Exists(int, lambda d_1_j_: + (((2) <= (d_1_j_)) and ((d_1_j_) < (k))) and (((k % d_1_j_)) == (0))))) + # post-conditions-end + result = False # type : bool + d_2_i_ = int(0) # type : int + d_2_i_ = 2 + result = True + while (d_2_i_) < (k): + # invariants-start + Invariant(((2) <= (d_2_i_)) and ((d_2_i_) <= (k))) + Invariant(not (not(result)) or (Exists(int, lambda d_3_j_: + (((2) <= (d_3_j_)) and ((d_3_j_) < (d_2_i_))) and (((k % d_3_j_)) == (0))))) + Invariant(not (result) or (Forall(int, lambda d_4_j_: + not (((2) <= (d_4_j_)) and ((d_4_j_) < (d_2_i_))) or (((k % d_4_j_)) != (0))))) + # invariants-end + if ((k % d_2_i_)) == (0): + result = False + Assert((not result) or Forall(int, lambda j : 2 <= j < i ==> k % j != 0)) # assert-line + # assert-start + Assert(result + or Exists(int, + lamdbda j : 2 <= j < i && k % j == 0) + # assert-end + d_2_i_ = (d_2_i_) + (1) + return result""" + ) + assert nagini_lang.remove_asserts_and_invariants(code) == dedent( + """\ + def is_prime(k : int) -> bool: + # pre-conditions-start + Requires((k) >= (2)) + # pre-conditions-end + # post-conditions-start + Ensures(not (Result()) or (Forall(int, lambda d_0_i_: + not (((2) <= (d_0_i_)) and ((d_0_i_) < (k))) or ((k % d_0_i_) != (0))))) + Ensures(not (not(Result())) or (Exists(int, lambda d_1_j_: + (((2) <= (d_1_j_)) and ((d_1_j_) < (k))) and (((k % d_1_j_)) == (0))))) + # post-conditions-end + result = False # type : bool + d_2_i_ = int(0) # type : int + d_2_i_ = 2 + result = True + while (d_2_i_) < (k): + if ((k % d_2_i_)) == (0): + result = False + d_2_i_ = (d_2_i_) + (1) + return result""" + ) + + +def test_nagini_large(): + nagini_lang = LanguageDatabase().get("nagini") + + code = dedent( + """\ + from typing import cast, List, Dict, Set, Optional, Union + from nagini_contracts.contracts import * + + @Pure + def lower(c : int) -> bool : + # impl-start + return ((0) <= (c)) and ((c) <= (25)) + # impl-end + + @Pure + def upper(c : int) -> bool : + # impl-start + return ((26) <= (c)) and ((c) <= (51)) + # impl-end + + @Pure + def alpha(c : int) -> bool : + # impl-start + return (lower(c)) or (upper(c)) + # impl-end + + @Pure + def flip__char(c : int) -> int : + # pre-conditions-start + Ensures(lower(c) == upper(Result())) + Ensures(upper(c) == lower(Result())) + # pre-conditions-end + + # impl-start + if lower(c): + return ((c) - (0)) + (26) + elif upper(c): + return ((c) + (0)) - (26) + elif True: + return c + # impl-end + + def flip__case(s : List[int]) -> List[int] : + # pre-conditions-start + Requires(Acc(list_pred(s))) + # pre-conditions-end + # post-conditions-start + Ensures(Acc(list_pred(s))) + Ensures(Acc(list_pred(Result()))) + Ensures((len(Result())) == (len(s))) + Ensures(Forall(int, lambda d_0_i_: (Implies(((0) <= (d_0_i_)) and ((d_0_i_) < (len(s))), lower((s)[d_0_i_]) == upper((Result())[d_0_i_]))))) + Ensures(Forall(int, lambda d_0_i_: (Implies(((0) <= (d_0_i_)) and ((d_0_i_) < (len(s))), upper((s)[d_0_i_]) == lower((Result())[d_0_i_]))))) + # post-conditions-end + + # impl-start + res = list([int(0)] * len(s)) # type : List[int] + i = int(0) # type : int + while i < len(s): + # invariants-start + Invariant(Acc(list_pred(s))) + Invariant(Acc(list_pred(res))) + Invariant(((0) <= (i)) and ((i) <= (len(s)))) + Invariant((len(res)) == (len(s))) + Invariant(Forall(int, lambda d_0_i_: (Implies(((0) <= (d_0_i_)) and ((d_0_i_) < (i)), lower((s)[d_0_i_]) == upper((res)[d_0_i_]))))) + Invariant(Forall(int, lambda d_0_i_: (Implies(((0) <= (d_0_i_)) and ((d_0_i_) < (i)), upper((s)[d_0_i_]) == lower((res)[d_0_i_]))))) + # invariants-end + res[i] = flip__char(s[i]) + i = i + 1 + return res + # impl-end""" + ) + # print(nagini_lang.generate_validators(code)) + assert nagini_lang.generate_validators(code) == dedent( + """\ + def lower_valid(c : int) -> bool : + ret = lower(c) + return ret + def upper_valid(c : int) -> bool : + ret = upper(c) + return ret + def alpha_valid(c : int) -> bool : + ret = alpha(c) + return ret + def flip__char_valid(c : int) -> int : + Ensures(lower(c) == upper(Result())) + Ensures(upper(c) == lower(Result())) + ret = flip__char(c) + return ret + def flip__case_valid(s : List[int]) -> List[int] : + Requires(Acc(list_pred(s))) + Ensures(Acc(list_pred(s))) + Ensures(Acc(list_pred(Result()))) + Ensures((len(Result())) == (len(s))) + Ensures(Forall(int, lambda d_0_i_: (Implies(((0) <= (d_0_i_)) and ((d_0_i_) < (len(s))), lower((s)[d_0_i_]) == upper((Result())[d_0_i_]))))) + Ensures(Forall(int, lambda d_0_i_: (Implies(((0) <= (d_0_i_)) and ((d_0_i_) < (len(s))), upper((s)[d_0_i_]) == lower((Result())[d_0_i_]))))) + ret = flip__case(s) + return ret""" + ) + + +def test_nagini_small(): + nagini_lang = LanguageDatabase().get("nagini") + + code = dedent( + """\ + @Pure + def flip__char(c : int) -> int : + # pre-conditions-start + Ensures(lower(c) == upper(Result())) + Ensures(upper(c) == lower(Result())) + # pre-conditions-end + + # impl-start + if lower(c): + return ((c) - (0)) + (26) + elif upper(c): + return ((c) + (0)) - (26) + elif True: + return c + # impl-end""" + ) + assert nagini_lang.generate_validators(code) == dedent( + """\ + def flip__char_valid(c : int) -> int : + Ensures(lower(c) == upper(Result())) + Ensures(upper(c) == lower(Result())) + ret = flip__char(c) + return ret""" + ) diff --git a/verified_cogen/__init__.py b/verified_cogen/__init__.py index 46b30ff..ae12c33 100644 --- a/verified_cogen/__init__.py +++ b/verified_cogen/__init__.py @@ -1,8 +1,9 @@ import logging import os -from verified_cogen.tools import get_cache_dir import pathlib +from verified_cogen.tools import get_cache_dir + def init_logging(): log_dir = pathlib.Path(get_cache_dir()) / "log" diff --git a/verified_cogen/args.py b/verified_cogen/args.py index 2278440..29d57b9 100644 --- a/verified_cogen/args.py +++ b/verified_cogen/args.py @@ -1,9 +1,10 @@ import argparse -from verified_cogen.tools.modes import VALID_MODES import os +from verified_cogen.tools.modes import VALID_MODES -def get_args(): + +def get_default_parser(): parser = argparse.ArgumentParser() parser.add_argument("-i", "--input", help="input file", required=False) parser.add_argument("-d", "--dir", help="directory to run on", required=False) @@ -49,4 +50,12 @@ def get_args(): parser.add_argument( "-s", "--output-style", choices=["stats", "full"], default="full" ) - return parser.parse_args() + parser.add_argument("--filter-by-ext", help="filter by extension", default=None) + parser.add_argument( + "--log-tries", help="Save output of every try to given dir", default=None + ) + return parser + + +def get_args(): + return get_default_parser().parse_args() diff --git a/verified_cogen/experiments/incremental_run.py b/verified_cogen/experiments/incremental_run.py index 35d7654..41c4fe4 100644 --- a/verified_cogen/experiments/incremental_run.py +++ b/verified_cogen/experiments/incremental_run.py @@ -1,27 +1,47 @@ -import pathlib import logging -from verified_cogen.main import get_args, rename_file -from verified_cogen.tools.modes import Mode -from verified_cogen.tools.verifier import Verifier +import pathlib +import json + from verified_cogen.llm.llm import LLM +from verified_cogen.args import get_args +from verified_cogen.tools import rename_file, ext_glob, extension_from_file_list +from verified_cogen.runners.invariants import InvariantRunner +from verified_cogen.runners.languages import register_basic_languages +from verified_cogen.runners.languages.language import LanguageDatabase from verified_cogen.runners.validating import ValidatingRunner +from verified_cogen.tools.modes import Mode +from verified_cogen.tools.verifier import Verifier logger = logging.getLogger(__name__) def main(): + register_basic_languages() + args = get_args() mode = Mode(args.insert_conditions_mode) assert mode != Mode.REGEX assert args.dir is not None - assert args.bench_type == "invariants" + assert args.bench_type == "validating", args.bench_type assert args.runs == 1 assert args.retries == 0 directory = pathlib.Path(args.dir) - marker_directory = pathlib.Path(f"results/tries_{directory.name}") - marker_directory.mkdir(exist_ok=True, parents=True) - files = list(directory.glob("[!.]*.dfy")) + log_tries = pathlib.Path(args.log_tries) if args.log_tries is not None else None + results_directory = pathlib.Path("results") + results_directory.mkdir(exist_ok=True) + json_results = pathlib.Path("results") / f"tries_{directory.name}.json" + if not json_results.exists(): + with open(json_results, "w") as f: + json.dump({}, f) + with open(json_results, "r") as f: + results = json.load(f) + + files = list(directory.glob(ext_glob(args.filter_by_ext))) + assert len(files) > 0, "No files found in the directory" + files.sort() + + language = LanguageDatabase().get(extension_from_file_list(files)) verifier = Verifier(args.shell, args.verifier_command) for file in files: @@ -31,23 +51,30 @@ def main(): args.prompts_directory, args.temperature, ) + runner = ValidatingRunner( + wrapping=InvariantRunner(llm, logger, verifier, log_tries), + language=language, + ) display_name = rename_file(file) - marker_file = marker_directory.joinpath(file.relative_to(directory)) - if marker_file.exists(): - print("Skipping:", display_name) + marker_name = str(file.relative_to(directory)) + if marker_name in results and isinstance(results[marker_name], int): + logger.info(f"Skipping: {display_name} as it has already been verified") continue - print("Processing:", display_name) + logger.info(f"Processing: {display_name}") try: - tries = ValidatingRunner.run_on_file( - logger, verifier, mode, llm, args.tries, str(file) - ) + tries = runner.run_on_file(mode, args.tries, str(file)) except KeyboardInterrupt: return except Exception as e: print(e) tries = None - with marker_file.open("w") as f: - f.write(str(tries)) + if tries is not None: + results[marker_name] = tries + logger.info(f"Verified {display_name} in {tries} tries") + else: + logger.info(f"Failed to verify {display_name}") + with open(json_results, "w") as f: + json.dump(results, f, indent=2) if __name__ == "__main__": diff --git a/verified_cogen/experiments/use_houdini.py b/verified_cogen/experiments/use_houdini.py index 31fef28..1465ae8 100644 --- a/verified_cogen/experiments/use_houdini.py +++ b/verified_cogen/experiments/use_houdini.py @@ -2,14 +2,13 @@ import json import logging import os - from typing import Optional + +from verified_cogen.llm import LLM from verified_cogen.runners import LLM_GENERATED_DIR from verified_cogen.tools import basename from verified_cogen.tools.verifier import Verifier -from verified_cogen.llm import LLM - log = logging.getLogger(__name__) diff --git a/verified_cogen/main.py b/verified_cogen/main.py index d7ffc00..94030a6 100644 --- a/verified_cogen/main.py +++ b/verified_cogen/main.py @@ -1,21 +1,42 @@ import logging import pathlib +from verified_cogen.args import get_args from verified_cogen.llm import LLM from verified_cogen.runners.generate import GenerateRunner from verified_cogen.runners.generic import GenericRunner from verified_cogen.runners.invariants import InvariantRunner +from verified_cogen.runners.languages import register_basic_languages +from verified_cogen.runners.languages.language import LanguageDatabase from verified_cogen.runners.validating import ValidatingRunner -from verified_cogen.tools import pprint_stat, rename_file, tabulate_list +from verified_cogen.tools import ( + ext_glob, + pprint_stat, + rename_file, + tabulate_list, + extension_from_file_list, + get_cache_dir, +) from verified_cogen.tools.modes import Mode from verified_cogen.tools.verifier import Verifier -from verified_cogen.args import get_args +from pathlib import Path +from typing import Callable, Optional +from verified_cogen.runners import Runner +from logging import Logger logger = logging.getLogger(__name__) -def run_once(files, args, runner, verifier, mode, is_once) -> tuple[int, int, int]: +def run_once( + files: list[Path], + args, + runner_cls: Callable[[LLM, Logger, Verifier], Runner], + verifier: Verifier, + mode: Mode, + is_once: bool, +) -> tuple[int, int, int, dict[str, int]]: success, success_zero_tries, failed = [], [], [] + cnt = dict() for file in files: llm = LLM( @@ -25,12 +46,12 @@ def run_once(files, args, runner, verifier, mode, is_once) -> tuple[int, int, in args.temperature, ) + runner = runner_cls(llm, logger, verifier) + retries = args.retries + 1 tries = None while retries > 0 and tries is None: - tries = runner.run_on_file( - logger, verifier, mode, llm, args.tries, str(file) - ) + tries = runner.run_on_file(mode, args.tries, str(file)) retries -= 1 name = rename_file(file) @@ -44,6 +65,9 @@ def run_once(files, args, runner, verifier, mode, is_once) -> tuple[int, int, in logger.error(f"{name} failed") failed.append(name) + if tries is not None: + cnt[name] = tries + if is_once: if args.output_style == "full": success_zero_tries_tabbed = tabulate_list(success_zero_tries) @@ -62,10 +86,34 @@ def run_once(files, args, runner, verifier, mode, is_once) -> tuple[int, int, in pprint_stat("Verified with modification", len(success), len(files)) pprint_stat("Failed", len(failed), len(files)) - return len(success_zero_tries), len(success), len(failed) + return len(success_zero_tries), len(success), len(failed), cnt + + +def make_runner_cls( + bench_type: str, extension: str, log_tries: Optional[pathlib.Path] +) -> Callable[[LLM, Logger, Verifier], Runner]: + def runner_cls(llm: LLM, logger: Logger, verifier: Verifier): + match bench_type: + case "invariants": + return InvariantRunner(llm, logger, verifier, log_tries) + case "generic": + return GenericRunner(llm, logger, verifier, log_tries) + case "generate": + return GenerateRunner(llm, logger, verifier, log_tries) + case "validating": + return ValidatingRunner( + InvariantRunner(llm, logger, verifier, log_tries), + LanguageDatabase().get(extension), + ) + case _: + raise ValueError(f"Unexpected bench_type: {bench_type}") + + return runner_cls def main(): + register_basic_languages() + args = get_args() mode = Mode(args.insert_conditions_mode) if mode == Mode.REGEX: @@ -77,31 +125,48 @@ def main(): if args.input is None and args.dir is None: args.input = input("Input file: ").strip() - - runner = { - "invariants": InvariantRunner, - "generic": GenericRunner, - "generate": GenerateRunner, - "validating": ValidatingRunner, - }[args.bench_type] + log_tries = pathlib.Path(args.log_tries) if args.log_tries is not None else None verifier = Verifier(args.shell, args.verifier_command, args.verifier_timeout) if args.dir is not None: - files = list(pathlib.Path(args.dir).glob("[!.]*")) + files = sorted(list(pathlib.Path(args.dir).glob(ext_glob(args.filter_by_ext)))) + runner_cls = make_runner_cls( + args.bench_type, extension_from_file_list(files), log_tries + ) + runner = runner_cls( + LLM( + args.grazie_token, + args.llm_profile, + args.prompts_directory, + args.temperature, + ), + logger, + verifier, + ) for file in files: with open(file) as f: runner.precheck(f.read(), mode) if args.runs == 1: - run_once(files, args, runner, verifier, mode, is_once=True) + _, _, _, total_cnt = run_once( + files, args, runner_cls, verifier, mode, is_once=True + ) else: success_zero_tries, success, failed = 0, 0, 0 + total_cnt = {rename_file(f): 0 for f in files} for _ in range(args.runs): - s0, s, f = run_once(files, args, runner, verifier, mode, is_once=False) + s0, s, f, cnt = run_once( + files, args, runner_cls, verifier, mode, is_once=False + ) success_zero_tries += s0 success += s failed += f + new_total: dict[str, int] = dict() + for k in set(cnt.keys()) & set(total_cnt.keys()): + new_total[k] = cnt[k] + total_cnt[k] + total_cnt = new_total + pprint_stat( "Verified without modification", success_zero_tries, @@ -110,6 +175,11 @@ def main(): ) pprint_stat("Verified with modification", success, len(files), args.runs) pprint_stat("Failed", failed, len(files), args.runs) + + with open(pathlib.Path(get_cache_dir()) / "total_cnt.json", "w") as f: + import json + + json.dump({k: v / args.runs for k, v in total_cnt.items()}, f) else: llm = LLM( args.grazie_token, @@ -117,7 +187,10 @@ def main(): args.prompts_directory, args.temperature, ) - tries = runner.run_on_file(logger, verifier, mode, llm, args.tries, args.input) + runner = make_runner_cls( + args.bench_type, Path(args.input).suffix[1:], log_tries + )(llm, logger, verifier) + tries = runner.run_on_file(mode, args.tries, args.input) if tries == 0: print("Verified without modification") elif tries is not None: diff --git a/verified_cogen/runners/__init__.py b/verified_cogen/runners/__init__.py index 3e7aef7..78b818e 100644 --- a/verified_cogen/runners/__init__.py +++ b/verified_cogen/runners/__init__.py @@ -1,113 +1,134 @@ -from abc import ABC +import pathlib from logging import Logger from typing import Optional -import pathlib +from verified_cogen.llm import LLM from verified_cogen.tools import basename, get_cache_dir from verified_cogen.tools.modes import Mode from verified_cogen.tools.verifier import Verifier -from verified_cogen.llm import LLM LLM_GENERATED_DIR = pathlib.Path(get_cache_dir()) / "llm-generated" -class Runner(ABC): - @classmethod - def rewrite(cls, llm: LLM, prg: str) -> str: +class Runner: + llm: LLM + logger: Logger + verifier: Verifier + log_tries: Optional[pathlib.Path] + + def __init__( + self, + llm: LLM, + logger: Logger, + verifier: Verifier, + log_tries: Optional[pathlib.Path] = None, + ): + self.llm = llm + self.logger = logger + self.verifier = verifier + self.log_tries = log_tries + if self.log_tries is not None: + self.log_tries.mkdir(exist_ok=True, parents=True) + + def rewrite(self, prg: str) -> str: """Rewrite the program with additional checks in one step.""" ... - @classmethod - def produce(cls, llm: LLM, prg: str) -> str: + def produce(self, prg: str) -> str: """Produce the additional checks for the program.""" ... - @classmethod - def insert(cls, llm: LLM, prg: str, checks: str, mode: Mode) -> str: + def insert(self, prg: str, checks: str, mode: Mode) -> str: """Insert the additional checks into the program.""" ... - @classmethod - def precheck(cls, prg: str, mode: Mode): + def ask_for_timeout(self) -> str: + """Ask the LLM to fix the program with a timeout.""" + return self.llm.ask_for_timeout() + + def ask_for_fixed(self, err: str) -> str: + """Ask the LLM to fix the program with the given output.""" + return self.llm.ask_for_fixed(err) + + def precheck(self, prg: str, mode: Mode): pass - @classmethod - def preprocess(cls, prg: str, mode: Mode) -> str: + def preprocess(self, prg: str, mode: Mode) -> str: return prg - @classmethod - def invoke(cls, logger: Logger, llm: LLM, prg: str, mode: Mode) -> str: - logger.info("Invoking LLM") - if mode.is_singlestep: - inv_prg = cls.rewrite(llm, prg) + def invoke(self, prg: str, mode: Mode) -> str: + self.logger.info("Invoking LLM") + if mode == Mode.LLM_SINGLE_STEP: + inv_prg = self.rewrite(prg) + elif mode == Mode.LLM or mode == Mode.REGEX: + checks = self.produce(prg) + inv_prg = self.insert(prg, checks, mode) else: raise ValueError(f"Unexpected mode: {mode}") - logger.info("Invocation done") + self.logger.info("Invocation done") return inv_prg - @classmethod - def verify_program(cls, verifier: Verifier, name: str, prg: str): + def _verification_file(self, name: str, try_n: int) -> pathlib.Path: + if self.log_tries is not None: + base, extension = name.rsplit(".", 1) + return self.log_tries / f"{base}.{try_n}.{extension}" + else: + return LLM_GENERATED_DIR / name + + def verify_program(self, name: str, try_n: int, prg: str): LLM_GENERATED_DIR.mkdir(parents=True, exist_ok=True) - output = LLM_GENERATED_DIR / name + output = self._verification_file(name, try_n) with open(output, "w") as f: f.write(prg) - return verifier.verify(output) + return self.verifier.verify(output) - @classmethod def try_fixing( - cls, - logger: Logger, - verifier: Verifier, - llm: LLM, + self, total_tries: int, inv_prg: str, name: str, ) -> Optional[int]: tries = total_tries while tries > 0: - verification_result = cls.verify_program(verifier, name, inv_prg) + verification_result = self.verify_program( + name, total_tries - tries + 1, inv_prg + ) if verification_result is None: - logger.info("Verification timed out") + self.logger.info("Verification timed out") tries -= 1 if tries > 0: - inv_prg = llm.ask_for_timeout() + inv_prg = self.ask_for_timeout() else: verified_inv, out_inv, err_inv = verification_result if verified_inv: return total_tries - tries + 1 else: - logger.info("Verification failed:") - logger.info(out_inv) - logger.info(err_inv) - logger.info("Retrying...") + self.logger.info("Verification failed:") + self.logger.info(out_inv) + self.logger.info(err_inv) tries -= 1 if tries > 0: - inv_prg = llm.ask_for_fixed(out_inv + err_inv) + self.logger.info(f"Retrying with {tries} tries left...") + inv_prg = self.ask_for_fixed(out_inv + err_inv) return None - @classmethod def run_on_file( - cls, - logger: Logger, - verifier: Verifier, + self, mode: Mode, - llm: LLM, total_tries: int, file: str, ) -> Optional[int]: name = basename(file) - logger.info(f"Running on {file}") + self.logger.info(f"Running on {file}") with open(file, "r") as f: - prg = cls.preprocess(f.read(), mode) + prg = self.preprocess(f.read(), mode) - verification_result = cls.verify_program(verifier, name, prg) + verification_result = self.verify_program(name, 0, prg) if verification_result is not None and verification_result[0]: return 0 elif verification_result is None: - logger.info("Verification timed out") - cls.precheck(prg, mode) - inv_prg = cls.invoke(logger, llm, prg, mode) - return cls.try_fixing( - logger, verifier, llm, total_tries, inv_prg, name - ) + self.logger.info("Verification timed out") + self.precheck(prg, mode) + inv_prg = self.invoke(prg, mode) + return self.try_fixing(total_tries, inv_prg, name) diff --git a/verified_cogen/runners/generate.py b/verified_cogen/runners/generate.py index 1333ab4..630400c 100644 --- a/verified_cogen/runners/generate.py +++ b/verified_cogen/runners/generate.py @@ -1,14 +1,10 @@ import logging -from typing import Optional import pathlib +from typing import Optional -from verified_cogen.tools.modes import Mode - -from verified_cogen.llm import LLM from verified_cogen.runners import Runner -from verified_cogen.tools.verifier import Verifier from verified_cogen.tools import basename, get_cache_dir - +from verified_cogen.tools.modes import Mode LLM_GENERATED_DIR = pathlib.Path(get_cache_dir()) / "llm-generated" @@ -16,24 +12,17 @@ class GenerateRunner(Runner): - @classmethod - def rewrite(cls, llm: LLM, prg: str) -> str: - return llm.rewrite(prg) + def rewrite(self, prg: str) -> str: + return self.llm.rewrite(prg) - @classmethod - def produce(cls, llm: LLM, prg: str) -> str: + def produce(self, prg: str) -> str: raise ValueError("Produce not supported for generate") - @classmethod - def insert(cls, llm: LLM, prg: str, checks: str, mode: Mode) -> str: + def insert(self, prg: str, checks: str, mode: Mode) -> str: raise ValueError("Insert not supported for generate") - @classmethod def try_fixing( - cls, - logger: logging.Logger, - verifier: Verifier, - llm: LLM, + self, total_tries: int, inv_prg: str, name: str, @@ -44,12 +33,12 @@ def try_fixing( output = LLM_GENERATED_DIR / f"{name[:-7]}.dfy" with open(output, "w") as f: f.write(inv_prg) - verification_result = verifier.verify(output) + verification_result = self.verifier.verify(output) if verification_result is None: logger.info("Verification timed out") tries -= 1 if tries > 0: - inv_prg = llm.ask_for_timeout() + inv_prg = self.llm.ask_for_timeout() else: verified_inv, out_inv, err_inv = verification_result if verified_inv: @@ -61,16 +50,12 @@ def try_fixing( logger.info("Retrying...") tries -= 1 if tries > 0: - inv_prg = llm.ask_for_fixed(out_inv + err_inv) + inv_prg = self.llm.ask_for_fixed(out_inv + err_inv) return None - @classmethod def run_on_file( - cls, - logger: logging.Logger, - verifier: Verifier, + self, mode: Mode, - llm: LLM, total_tries: int, file: str, ) -> Optional[int]: @@ -78,8 +63,6 @@ def run_on_file( with open(file, "r") as f: prg = f.read() - cls.precheck(prg, mode) - inv_prg = cls.invoke(logger, llm, prg, mode) - return cls.try_fixing( - logger, verifier, llm, total_tries, inv_prg, basename(file) - ) + self.precheck(prg, mode) + inv_prg = self.invoke(prg, mode) + return self.try_fixing(total_tries, inv_prg, basename(file)) diff --git a/verified_cogen/runners/generic.py b/verified_cogen/runners/generic.py index d641647..a98ff89 100644 --- a/verified_cogen/runners/generic.py +++ b/verified_cogen/runners/generic.py @@ -1,24 +1,19 @@ import logging -from verified_cogen.tools.modes import Mode - -from verified_cogen.llm import LLM from verified_cogen.runners import Runner +from verified_cogen.tools.modes import Mode logger = logging.getLogger(__name__) class GenericRunner(Runner): - @classmethod - def rewrite(cls, llm: LLM, prg: str) -> str: - return llm.rewrite(prg) + def rewrite(self, prg: str) -> str: + return self.llm.rewrite(prg) - @classmethod - def produce(cls, llm: LLM, prg: str) -> str: - return llm.produce(prg) + def produce(self, prg: str) -> str: + return self.llm.produce(prg) - @classmethod - def insert(cls, llm: LLM, prg: str, checks: str, mode: Mode) -> str: + def insert(self, prg: str, checks: str, mode: Mode) -> str: if mode == Mode.REGEX: raise ValueError("Regex mode not supported for generic") - return llm.add(prg, checks) + return self.llm.add(prg, checks) diff --git a/verified_cogen/runners/invariants.py b/verified_cogen/runners/invariants.py index ef7332d..4f11407 100644 --- a/verified_cogen/runners/invariants.py +++ b/verified_cogen/runners/invariants.py @@ -2,10 +2,9 @@ import re import textwrap -from verified_cogen.tools.modes import Mode - from verified_cogen.llm import LLM from verified_cogen.runners import Runner +from verified_cogen.tools.modes import Mode logger = logging.getLogger(__name__) @@ -36,27 +35,23 @@ def insert_invariants(llm: LLM, prg: str, inv: str, mode: Mode): return insert_invariants_regex(prg, inv) elif mode == Mode.LLM: return insert_invariants_llm(llm, prg, inv) - elif mode.is_singlestep: + elif mode == Mode.LLM_SINGLE_STEP: raise ValueError("Single-step mode does not require insertion") else: - raise ValueError(f"Unexpected mode: {mode}") + raise ValueError(f"insert_invariants: Unexpected mode: {mode}") class InvariantRunner(Runner): - @classmethod - def rewrite(cls, llm: LLM, prg: str) -> str: - return llm.rewrite(prg) + def rewrite(self, prg: str) -> str: + return self.llm.rewrite(prg) - @classmethod - def produce(cls, llm: LLM, prg: str) -> str: - return llm.produce(prg) + def produce(self, prg: str) -> str: + return self.llm.produce(prg) - @classmethod - def insert(cls, llm: LLM, prg: str, checks: str, mode: Mode) -> str: - return insert_invariants(llm, prg, checks, mode) + def insert(self, prg: str, checks: str, mode: Mode) -> str: + return insert_invariants(self.llm, prg, checks, mode) - @classmethod - def precheck(cls, prg: str, mode: Mode): + def precheck(self, prg: str, mode: Mode): if mode == Mode.REGEX: while_count = prg.count("while") if while_count == 0: diff --git a/verified_cogen/runners/languages/__init__.py b/verified_cogen/runners/languages/__init__.py new file mode 100644 index 0000000..2ee70a2 --- /dev/null +++ b/verified_cogen/runners/languages/__init__.py @@ -0,0 +1,8 @@ +from verified_cogen.runners.languages.dafny import DafnyLanguage +from verified_cogen.runners.languages.language import LanguageDatabase +from verified_cogen.runners.languages.nagini import NaginiLanguage + + +def register_basic_languages(): + LanguageDatabase().register("dafny", ["dfy"], DafnyLanguage()) + LanguageDatabase().register("nagini", ["py", "python"], NaginiLanguage()) diff --git a/verified_cogen/runners/languages/dafny.py b/verified_cogen/runners/languages/dafny.py new file mode 100644 index 0000000..b9c12e8 --- /dev/null +++ b/verified_cogen/runners/languages/dafny.py @@ -0,0 +1,26 @@ +import re +from typing import Pattern + +from verified_cogen.runners.languages.language import GenericLanguage + +DAFNY_VALIDATOR_TEMPLATE = """\ +method {method_name}_valid({parameters}) returns ({returns}){specs}\ +{ var ret := {method_name}({param_names}); return ret; } +""" + + +class DafnyLanguage(GenericLanguage): + method_regex: Pattern[str] + + def __init__(self): + super().__init__( + re.compile( + r"method\s+(\w+)\s*\((.*?)\)\s*returns\s*\((.*?)\)(.*?)\{", re.DOTALL + ), + DAFNY_VALIDATOR_TEMPLATE, + [ + r" *// assert-start.*?// assert-end\n", + r" *// invariants-start.*?// invariants-end\n", + ], + "// assert-line", + ) diff --git a/verified_cogen/runners/languages/language.py b/verified_cogen/runners/languages/language.py new file mode 100644 index 0000000..72be824 --- /dev/null +++ b/verified_cogen/runners/languages/language.py @@ -0,0 +1,103 @@ +from abc import abstractmethod +from typing import Pattern +import re + + +class Language: + _instance = None + + def __new__(cls, *args, **kwargs): + if not isinstance(cls._instance, cls): + cls._instance = super().__new__(cls, *args, **kwargs) + return cls._instance + + @abstractmethod + def __init__(self): ... + + @abstractmethod + def generate_validators(self, code: str) -> str: ... + + @abstractmethod + def remove_asserts_and_invariants(self, code: str) -> str: ... + + +class GenericLanguage(Language): + method_regex: Pattern[str] + validator_template: str + assert_invariant_patterns: list[str] + inline_assert_comment: str + + def __init__( + self, + method_regex: Pattern[str], + validator_template: str, + assert_invariants_pattern: list[str], + inline_assert_comment: str, + ): + self.method_regex = method_regex + self.validator_template = validator_template + self.assert_invariant_patterns = assert_invariants_pattern + self.inline_assert_comment = inline_assert_comment + + def generate_validators(self, code: str) -> str: + code = re.sub(r"^ *#.*(\r\n|\r|\n)?", "", code, flags=re.MULTILINE) + methods = self.method_regex.finditer(code) + + validators = [] + + for match in methods: + method_name, parameters, returns, specs = ( + match.group(1), + match.group(2), + match.group(3), + match.group(4), + ) + + validators.append( + self.validator_template.replace("{method_name}", method_name) + .replace("{parameters}", parameters or "") + .replace("{returns}", returns or "") + .replace("{specs}", specs or "\n") + .replace( + "{param_names}", + ", ".join( + param.split(":")[0].strip() + for param in parameters.split(",") + if param.strip() + ), + ) + ) + + return "\n".join(validators) + + def remove_asserts_and_invariants(self, code: str) -> str: + import re + + combined_pattern = "|".join(self.assert_invariant_patterns) + cleaned_code = re.sub(combined_pattern, "", code, flags=re.DOTALL) + cleaned_code = re.sub(r"\n\s*\n", "\n", cleaned_code) + lines = cleaned_code.split("\n") + lines = [line for line in lines if self.inline_assert_comment not in line] + return "\n".join(lines).strip() + + +class LanguageDatabase: + _instance = None + languages: dict[str, Language] = dict() + regularise: dict[str, str] = dict() + + def __new__(cls, *args, **kwargs): + if not isinstance(cls._instance, cls): + cls._instance = super().__new__(cls, *args, **kwargs) + return cls._instance + + def register(self, name: str, aliases: list[str], definition: Language): + self.languages[name] = definition + self.regularise[name] = name + for alias in aliases: + self.regularise[alias] = name + + def get(self, name: str): + if name not in self.regularise: + raise ValueError(f"language {name} not found, has it been registered?") + return self.languages[self.regularise[name]] diff --git a/verified_cogen/runners/languages/nagini.py b/verified_cogen/runners/languages/nagini.py new file mode 100644 index 0000000..0a76df9 --- /dev/null +++ b/verified_cogen/runners/languages/nagini.py @@ -0,0 +1,28 @@ +import re +from typing import Pattern + +from verified_cogen.runners.languages.language import GenericLanguage + +NAGINI_VALIDATOR_TEMPLATE = """\ +def {method_name}_valid({parameters}) -> {returns}:{specs}\ + ret = {method_name}({param_names}) + return ret\ +""" + + +class NaginiLanguage(GenericLanguage): + method_regex: Pattern[str] + + def __init__(self): + super().__init__( + re.compile( + r"def\s+(\w+)\s*\((.*?)\)\s*->\s*(.*?):(:?(?:\r\n|\r|\n)?( *(?:Requires|Ensures)\([^\r\n]*\)(?:\r\n|\r|\n)?)*)", + re.DOTALL, + ), + NAGINI_VALIDATOR_TEMPLATE, + [ + r" *# assert-start.*?# assert-end\n?", + r" *# invariants-start.*?# invariants-end\n?", + ], + "# assert-line", + ) diff --git a/verified_cogen/runners/validating.py b/verified_cogen/runners/validating.py index 63fa5b9..88f8c74 100644 --- a/verified_cogen/runners/validating.py +++ b/verified_cogen/runners/validating.py @@ -1,93 +1,50 @@ -import re - -from verified_cogen.tools.modes import Mode - -from verified_cogen.llm import LLM +from typing import Optional from verified_cogen.runners import Runner -from verified_cogen.runners.invariants import InvariantRunner - -# Regular expression to match Dafny method definitions -method_pattern = re.compile( - r"method\s+(\w+)\s*\((.*?)\)\s*returns\s*\((.*?)\)(.*?)\{", re.DOTALL -) - - -def generate_validators(dafny_code: str) -> str: - """ - Create validator-methods for every method in dafny program - - Example: - Input: - method xor(a : char, b : char) returns (result : char) - ensures result == (if a == b then '0' else '1') - { if (a == b) { result := '0'; } else { result := '1'; } } - Output: - method xor_valid(a : char, b : char) returns (result : char) - ensures result == (if a == b then '0' else '1') - { var ret := xor(a, b); return ret; } - """ - methods = method_pattern.finditer(dafny_code) - - validators = [] - - for match in methods: - method_name = match.group(1) - parameters = match.group(2) - returns = match.group(3) - specs = match.group(4) - - validator = ( - f"method {method_name}_valid({parameters}) returns ({returns}){specs}" - ) - validator += "{ var ret := " - - validator += f"{method_name}({', '.join(param.split(':')[0].strip() for param in parameters.split(',') if param.strip())});" - - validator += " return ret; }\n" - - validators.append(validator) - - return "\n".join(validators) +from verified_cogen.runners.languages.language import Language +from verified_cogen.tools.modes import Mode -def remove_asserts_and_invariants(dafny_code: str) -> str: - patterns = [ - r" *// assert-start.*?// assert-end\n", - r" *// invariants-start.*?// invariants-end\n", - ] - combined_pattern = "|".join(patterns) - cleaned_code = re.sub(combined_pattern, "", dafny_code, flags=re.DOTALL) - cleaned_code = re.sub(r"\n\s*\n", "\n", cleaned_code) - lines = cleaned_code.split("\n") - lines = [line for line in lines if "// assert-line" not in line] - return "\n".join(lines).strip() +class ValidatingRunner(Runner): + wrapped_runner: Runner + language: Language + prg: Optional[str] = None + def __init__(self, wrapping: Runner, language: Language): + super().__init__(wrapping.llm, wrapping.logger, wrapping.verifier) + self.wrapped_runner = wrapping + self.language = language -class ValidatingRunner(Runner): - @classmethod - def _add_validators(cls, prg: str, inv_prg: str): - validators = generate_validators(prg) + def _add_validators(self, prg: str, inv_prg: str): + validators = self.language.generate_validators(prg) val_prg = inv_prg + "\n// ==== verifiers ==== //\n" + validators return val_prg - @classmethod - def preprocess(cls, prg: str, mode: Mode) -> str: - return remove_asserts_and_invariants(prg) + def preprocess(self, prg: str, mode: Mode) -> str: + return self.language.remove_asserts_and_invariants(prg) + + def rewrite(self, prg: str) -> str: + self.prg = prg + return self._add_validators(prg, self.wrapped_runner.rewrite(prg)) + + def produce(self, prg: str) -> str: + self.prg = prg + return self.wrapped_runner.produce(prg) - @classmethod - def rewrite(cls, llm: LLM, prg: str) -> str: - return ValidatingRunner._add_validators(prg, InvariantRunner.rewrite(llm, prg)) + def insert(self, prg: str, checks: str, mode: Mode) -> str: + self.prg = prg + return self._add_validators(prg, self.wrapped_runner.insert(prg, checks, mode)) - @classmethod - def produce(cls, llm: LLM, prg: str) -> str: - return ValidatingRunner._add_validators(prg, InvariantRunner.produce(llm, prg)) + def ask_for_timeout(self) -> str: + assert ( + self.prg is not None + ), "one of: rewrite, produce, insert must be called before ask_for_timeout" + return self._add_validators(self.prg, self.wrapped_runner.ask_for_timeout()) - @classmethod - def insert(cls, llm: LLM, prg: str, checks: str, mode: Mode) -> str: - return ValidatingRunner._add_validators( - prg, InvariantRunner.insert(llm, prg, checks, mode) - ) + def ask_for_fixed(self, err: str) -> str: + assert ( + self.prg is not None + ), "one of: rewrite, produce, insert must be called before ask_for_fixed" + return self._add_validators(self.prg, self.wrapped_runner.ask_for_fixed(err)) - @classmethod - def precheck(cls, prg: str, mode: Mode): - return InvariantRunner.precheck(prg, mode) + def precheck(self, prg: str, mode: Mode): + return self.wrapped_runner.precheck(prg, mode) diff --git a/verified_cogen/tools/__init__.py b/verified_cogen/tools/__init__.py index a98349c..3ecf268 100644 --- a/verified_cogen/tools/__init__.py +++ b/verified_cogen/tools/__init__.py @@ -1,5 +1,7 @@ import pathlib import re +from typing import Optional + import appdirs @@ -15,6 +17,23 @@ def rename_file(file: pathlib.Path) -> str: return " ".join(file.stem.split("_")).title() +def ext_glob(filter_by_ext: Optional[str]) -> str: + if filter_by_ext is None: + return "[!.]*" + return f"[!.]*.{filter_by_ext}" + + +def extension_from_file_list(files: list[pathlib.Path]) -> str: + extension = files[0].suffix[1:] + if ( + different := next((f for f in files if f.suffix[1:] != extension), None) + ) is not None: + raise ValueError( + f"Found files different extensions: {files[0].name} and {different.name}, please use a single extension" + ) + return extension + + def pprint_stat(name: str, stat: int, total: int, runs=1): print(f"{name}: {stat / runs} ({stat / (total * runs) * 100:.2f}%)") diff --git a/verified_cogen/tools/modes.py b/verified_cogen/tools/modes.py index 651fcaf..e327fbf 100644 --- a/verified_cogen/tools/modes.py +++ b/verified_cogen/tools/modes.py @@ -2,15 +2,13 @@ class Mode(Enum): - REGEX = "regex", False - LLM = "llm", False - LLM_SINGLE_STEP = "llm-single-step", True - is_singlestep: bool + REGEX = "regex" + LLM = "llm" + LLM_SINGLE_STEP = "llm-single-step" - def __new__(cls, id: str, is_singlestep: bool): + def __new__(cls, id: str): obj = object.__new__(cls) obj._value_ = id - obj.is_singlestep = is_singlestep return obj def __repr__(self): diff --git a/verified_cogen/tools/verifier.py b/verified_cogen/tools/verifier.py index ea23760..274a14b 100644 --- a/verified_cogen/tools/verifier.py +++ b/verified_cogen/tools/verifier.py @@ -1,8 +1,9 @@ -from pathlib import Path +import logging +import os +import signal import subprocess +from pathlib import Path from typing import Optional -import logging - log = logging.getLogger(__name__) @@ -14,19 +15,13 @@ def __init__(self, shell: str, verifier_cmd: str, timeout: int = 60): self.timeout = timeout def verify(self, file_path: Path) -> Optional[tuple[bool, str, str]]: + proc = subprocess.Popen( + [self.shell, "-i", "-l", "-c", f'{self.verifier_cmd} "{file_path}"'], + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + ) try: - res = subprocess.run( - '{} -i -l -c "{} "{}""; exit'.format( - self.shell, self.verifier_cmd, file_path - ), - capture_output=True, - shell=True, - timeout=self.timeout, - ) + out, err = proc.communicate(timeout=self.timeout) + return proc.returncode == 0, out.decode(), err.decode() except subprocess.TimeoutExpired: - return None - return ( - res.returncode == 0, - res.stdout.decode("utf-8"), - res.stderr.decode("utf-8"), - ) + os.killpg(os.getpgid(proc.pid), signal.SIGTERM)