use crate::{ prompts::PromptBuilder, slash_command::SlashCommandLine, workflow::WorkflowStepResolution, MessageId, MessageStatus, }; use anyhow::{anyhow, Context as _, Result}; use assistant_slash_command::{ SlashCommandOutput, SlashCommandOutputSection, SlashCommandRegistry, }; use client::{self, proto, telemetry::Telemetry}; use clock::ReplicaId; use collections::{HashMap, HashSet}; use fs::{Fs, RemoveOptions}; use futures::{future::Shared, stream::FuturesUnordered, FutureExt, StreamExt}; use gpui::{ AppContext, Context as _, EventEmitter, Image, Model, ModelContext, RenderImage, SharedString, Subscription, Task, }; use language::{AnchorRangeExt, Bias, Buffer, LanguageRegistry, OffsetRangeExt, Point, ToOffset}; use language_model::{ LanguageModelImage, LanguageModelRegistry, LanguageModelRequest, LanguageModelRequestMessage, Role, }; use open_ai::Model as OpenAiModel; use paths::{context_images_dir, contexts_dir}; use project::Project; use serde::{Deserialize, Serialize}; use smallvec::SmallVec; use std::{ cmp::Ordering, collections::hash_map, fmt::Debug, iter, mem, ops::Range, path::{Path, PathBuf}, sync::Arc, time::{Duration, Instant}, }; use telemetry_events::AssistantKind; use util::{post_inc, ResultExt, TryFutureExt}; use uuid::Uuid; #[derive(Clone, Eq, PartialEq, Hash, PartialOrd, Ord, Serialize, Deserialize)] pub struct ContextId(String); impl ContextId { pub fn new() -> Self { Self(Uuid::new_v4().to_string()) } pub fn from_proto(id: String) -> Self { Self(id) } pub fn to_proto(&self) -> String { self.0.clone() } } #[derive(Clone, Debug)] pub enum ContextOperation { InsertMessage { anchor: MessageAnchor, metadata: MessageMetadata, version: clock::Global, }, UpdateMessage { message_id: MessageId, metadata: MessageMetadata, version: clock::Global, }, UpdateSummary { summary: ContextSummary, version: clock::Global, }, SlashCommandFinished { id: SlashCommandId, output_range: Range, sections: Vec>, version: clock::Global, }, BufferOperation(language::Operation), } impl ContextOperation { pub fn from_proto(op: proto::ContextOperation) -> Result { match op.variant.context("invalid variant")? { proto::context_operation::Variant::InsertMessage(insert) => { let message = insert.message.context("invalid message")?; let id = MessageId(language::proto::deserialize_timestamp( message.id.context("invalid id")?, )); Ok(Self::InsertMessage { anchor: MessageAnchor { id, start: language::proto::deserialize_anchor( message.start.context("invalid anchor")?, ) .context("invalid anchor")?, }, metadata: MessageMetadata { role: Role::from_proto(message.role), status: MessageStatus::from_proto( message.status.context("invalid status")?, ), timestamp: id.0, }, version: language::proto::deserialize_version(&insert.version), }) } proto::context_operation::Variant::UpdateMessage(update) => Ok(Self::UpdateMessage { message_id: MessageId(language::proto::deserialize_timestamp( update.message_id.context("invalid message id")?, )), metadata: MessageMetadata { role: Role::from_proto(update.role), status: MessageStatus::from_proto(update.status.context("invalid status")?), timestamp: language::proto::deserialize_timestamp( update.timestamp.context("invalid timestamp")?, ), }, version: language::proto::deserialize_version(&update.version), }), proto::context_operation::Variant::UpdateSummary(update) => Ok(Self::UpdateSummary { summary: ContextSummary { text: update.summary, done: update.done, timestamp: language::proto::deserialize_timestamp( update.timestamp.context("invalid timestamp")?, ), }, version: language::proto::deserialize_version(&update.version), }), proto::context_operation::Variant::SlashCommandFinished(finished) => { Ok(Self::SlashCommandFinished { id: SlashCommandId(language::proto::deserialize_timestamp( finished.id.context("invalid id")?, )), output_range: language::proto::deserialize_anchor_range( finished.output_range.context("invalid range")?, )?, sections: finished .sections .into_iter() .map(|section| { Ok(SlashCommandOutputSection { range: language::proto::deserialize_anchor_range( section.range.context("invalid range")?, )?, icon: section.icon_name.parse()?, label: section.label.into(), }) }) .collect::>>()?, version: language::proto::deserialize_version(&finished.version), }) } proto::context_operation::Variant::BufferOperation(op) => Ok(Self::BufferOperation( language::proto::deserialize_operation( op.operation.context("invalid buffer operation")?, )?, )), } } pub fn to_proto(&self) -> proto::ContextOperation { match self { Self::InsertMessage { anchor, metadata, version, } => proto::ContextOperation { variant: Some(proto::context_operation::Variant::InsertMessage( proto::context_operation::InsertMessage { message: Some(proto::ContextMessage { id: Some(language::proto::serialize_timestamp(anchor.id.0)), start: Some(language::proto::serialize_anchor(&anchor.start)), role: metadata.role.to_proto() as i32, status: Some(metadata.status.to_proto()), }), version: language::proto::serialize_version(version), }, )), }, Self::UpdateMessage { message_id, metadata, version, } => proto::ContextOperation { variant: Some(proto::context_operation::Variant::UpdateMessage( proto::context_operation::UpdateMessage { message_id: Some(language::proto::serialize_timestamp(message_id.0)), role: metadata.role.to_proto() as i32, status: Some(metadata.status.to_proto()), timestamp: Some(language::proto::serialize_timestamp(metadata.timestamp)), version: language::proto::serialize_version(version), }, )), }, Self::UpdateSummary { summary, version } => proto::ContextOperation { variant: Some(proto::context_operation::Variant::UpdateSummary( proto::context_operation::UpdateSummary { summary: summary.text.clone(), done: summary.done, timestamp: Some(language::proto::serialize_timestamp(summary.timestamp)), version: language::proto::serialize_version(version), }, )), }, Self::SlashCommandFinished { id, output_range, sections, version, } => proto::ContextOperation { variant: Some(proto::context_operation::Variant::SlashCommandFinished( proto::context_operation::SlashCommandFinished { id: Some(language::proto::serialize_timestamp(id.0)), output_range: Some(language::proto::serialize_anchor_range( output_range.clone(), )), sections: sections .iter() .map(|section| { let icon_name: &'static str = section.icon.into(); proto::SlashCommandOutputSection { range: Some(language::proto::serialize_anchor_range( section.range.clone(), )), icon_name: icon_name.to_string(), label: section.label.to_string(), } }) .collect(), version: language::proto::serialize_version(version), }, )), }, Self::BufferOperation(operation) => proto::ContextOperation { variant: Some(proto::context_operation::Variant::BufferOperation( proto::context_operation::BufferOperation { operation: Some(language::proto::serialize_operation(operation)), }, )), }, } } fn timestamp(&self) -> clock::Lamport { match self { Self::InsertMessage { anchor, .. } => anchor.id.0, Self::UpdateMessage { metadata, .. } => metadata.timestamp, Self::UpdateSummary { summary, .. } => summary.timestamp, Self::SlashCommandFinished { id, .. } => id.0, Self::BufferOperation(_) => { panic!("reading the timestamp of a buffer operation is not supported") } } } /// Returns the current version of the context operation. pub fn version(&self) -> &clock::Global { match self { Self::InsertMessage { version, .. } | Self::UpdateMessage { version, .. } | Self::UpdateSummary { version, .. } | Self::SlashCommandFinished { version, .. } => version, Self::BufferOperation(_) => { panic!("reading the version of a buffer operation is not supported") } } } } #[derive(Debug, Clone)] pub enum ContextEvent { ShowAssistError(SharedString), MessagesEdited, SummaryChanged, WorkflowStepsRemoved(Vec>), WorkflowStepUpdated(Range), StreamedCompletion, PendingSlashCommandsUpdated { removed: Vec>, updated: Vec, }, SlashCommandFinished { output_range: Range, sections: Vec>, run_commands_in_output: bool, }, Operation(ContextOperation), } #[derive(Clone, Default, Debug)] pub struct ContextSummary { pub text: String, done: bool, timestamp: clock::Lamport, } #[derive(Clone, Debug, Eq, PartialEq)] pub struct MessageAnchor { pub id: MessageId, pub start: language::Anchor, } #[derive(Clone, Debug, Eq, PartialEq, Serialize, Deserialize)] pub struct MessageMetadata { pub role: Role, status: MessageStatus, timestamp: clock::Lamport, } #[derive(Clone, Debug)] pub struct MessageImage { image_id: u64, image: Shared>>, } impl PartialEq for MessageImage { fn eq(&self, other: &Self) -> bool { self.image_id == other.image_id } } impl Eq for MessageImage {} #[derive(Clone, Debug)] pub struct Message { pub image_offsets: SmallVec<[(usize, MessageImage); 1]>, pub offset_range: Range, pub index_range: Range, pub id: MessageId, pub anchor: language::Anchor, pub role: Role, pub status: MessageStatus, } impl Message { fn to_request_message(&self, buffer: &Buffer) -> LanguageModelRequestMessage { let mut content = Vec::new(); let mut range_start = self.offset_range.start; for (image_offset, message_image) in self.image_offsets.iter() { if *image_offset != range_start { content.push( buffer .text_for_range(range_start..*image_offset) .collect::() .into(), ) } if let Some(image) = message_image.image.clone().now_or_never().flatten() { content.push(language_model::MessageContent::Image(image)); } range_start = *image_offset; } if range_start != self.offset_range.end { content.push( buffer .text_for_range(range_start..self.offset_range.end) .collect::() .into(), ) } LanguageModelRequestMessage { role: self.role, content, } } } #[derive(Clone, Debug)] pub struct ImageAnchor { pub anchor: language::Anchor, pub image_id: u64, pub render_image: Arc, pub image: Shared>>, } impl PartialEq for ImageAnchor { fn eq(&self, other: &Self) -> bool { self.image_id == other.image_id } } struct PendingCompletion { id: usize, assistant_message_id: MessageId, _task: Task<()>, } #[derive(Copy, Clone, Debug, Hash, Eq, PartialEq)] pub struct SlashCommandId(clock::Lamport); pub struct WorkflowStep { pub tagged_range: Range, pub resolution: Model, pub _task: Option>, } impl Debug for WorkflowStep { fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { f.debug_struct("WorkflowStep") .field("tagged_range", &self.tagged_range) .finish_non_exhaustive() } } pub struct Context { id: ContextId, timestamp: clock::Lamport, version: clock::Global, pending_ops: Vec, operations: Vec, buffer: Model, pending_slash_commands: Vec, edits_since_last_slash_command_parse: language::Subscription, finished_slash_commands: HashSet, slash_command_output_sections: Vec>, message_anchors: Vec, images: HashMap, Shared>>)>, image_anchors: Vec, messages_metadata: HashMap, summary: Option, pending_summary: Task>, completion_count: usize, pending_completions: Vec, token_count: Option, pending_token_count: Task>, pending_save: Task>, path: Option, _subscriptions: Vec, telemetry: Option>, language_registry: Arc, workflow_steps: Vec, edits_since_last_workflow_step_prune: language::Subscription, project: Option>, prompt_builder: Arc, } impl EventEmitter for Context {} impl Context { pub fn local( language_registry: Arc, project: Option>, telemetry: Option>, prompt_builder: Arc, cx: &mut ModelContext, ) -> Self { Self::new( ContextId::new(), ReplicaId::default(), language::Capability::ReadWrite, language_registry, prompt_builder, project, telemetry, cx, ) } #[allow(clippy::too_many_arguments)] pub fn new( id: ContextId, replica_id: ReplicaId, capability: language::Capability, language_registry: Arc, prompt_builder: Arc, project: Option>, telemetry: Option>, cx: &mut ModelContext, ) -> Self { let buffer = cx.new_model(|_cx| { let mut buffer = Buffer::remote( language::BufferId::new(1).unwrap(), replica_id, capability, "", ); buffer.set_language_registry(language_registry.clone()); buffer }); let edits_since_last_slash_command_parse = buffer.update(cx, |buffer, _| buffer.subscribe()); let edits_since_last_workflow_step_prune = buffer.update(cx, |buffer, _| buffer.subscribe()); let mut this = Self { id, timestamp: clock::Lamport::new(replica_id), version: clock::Global::new(), pending_ops: Vec::new(), operations: Vec::new(), message_anchors: Default::default(), image_anchors: Default::default(), images: Default::default(), messages_metadata: Default::default(), pending_slash_commands: Vec::new(), finished_slash_commands: HashSet::default(), slash_command_output_sections: Vec::new(), edits_since_last_slash_command_parse, summary: None, pending_summary: Task::ready(None), completion_count: Default::default(), pending_completions: Default::default(), token_count: None, pending_token_count: Task::ready(None), _subscriptions: vec![cx.subscribe(&buffer, Self::handle_buffer_event)], pending_save: Task::ready(Ok(())), path: None, buffer, telemetry, project, language_registry, workflow_steps: Vec::new(), edits_since_last_workflow_step_prune, prompt_builder, }; let first_message_id = MessageId(clock::Lamport { replica_id: 0, value: 0, }); let message = MessageAnchor { id: first_message_id, start: language::Anchor::MIN, }; this.messages_metadata.insert( first_message_id, MessageMetadata { role: Role::User, status: MessageStatus::Done, timestamp: first_message_id.0, }, ); this.message_anchors.push(message); this.set_language(cx); this.count_remaining_tokens(cx); this } fn serialize(&self, cx: &AppContext) -> SavedContext { let buffer = self.buffer.read(cx); SavedContext { id: Some(self.id.clone()), zed: "context".into(), version: SavedContext::VERSION.into(), text: buffer.text(), messages: self .messages(cx) .map(|message| SavedMessage { id: message.id, start: message.offset_range.start, metadata: self.messages_metadata[&message.id].clone(), image_offsets: message .image_offsets .iter() .map(|image_offset| (image_offset.0, image_offset.1.image_id)) .collect(), }) .collect(), summary: self .summary .as_ref() .map(|summary| summary.text.clone()) .unwrap_or_default(), slash_command_output_sections: self .slash_command_output_sections .iter() .filter_map(|section| { let range = section.range.to_offset(buffer); if section.range.start.is_valid(buffer) && !range.is_empty() { Some(assistant_slash_command::SlashCommandOutputSection { range, icon: section.icon, label: section.label.clone(), }) } else { None } }) .collect(), } } #[allow(clippy::too_many_arguments)] pub fn deserialize( saved_context: SavedContext, path: PathBuf, language_registry: Arc, prompt_builder: Arc, project: Option>, telemetry: Option>, cx: &mut ModelContext, ) -> Self { let id = saved_context.id.clone().unwrap_or_else(|| ContextId::new()); let mut this = Self::new( id, ReplicaId::default(), language::Capability::ReadWrite, language_registry, prompt_builder, project, telemetry, cx, ); this.path = Some(path); this.buffer.update(cx, |buffer, cx| { buffer.set_text(saved_context.text.as_str(), cx) }); let operations = saved_context.into_ops(&this.buffer, cx); this.apply_ops(operations, cx).unwrap(); this } pub fn id(&self) -> &ContextId { &self.id } pub fn replica_id(&self) -> ReplicaId { self.timestamp.replica_id } pub fn version(&self, cx: &AppContext) -> ContextVersion { ContextVersion { context: self.version.clone(), buffer: self.buffer.read(cx).version(), } } pub fn set_capability( &mut self, capability: language::Capability, cx: &mut ModelContext, ) { self.buffer .update(cx, |buffer, cx| buffer.set_capability(capability, cx)); } fn next_timestamp(&mut self) -> clock::Lamport { let timestamp = self.timestamp.tick(); self.version.observe(timestamp); timestamp } pub fn serialize_ops( &self, since: &ContextVersion, cx: &AppContext, ) -> Task> { let buffer_ops = self .buffer .read(cx) .serialize_ops(Some(since.buffer.clone()), cx); let mut context_ops = self .operations .iter() .filter(|op| !since.context.observed(op.timestamp())) .cloned() .collect::>(); context_ops.extend(self.pending_ops.iter().cloned()); cx.background_executor().spawn(async move { let buffer_ops = buffer_ops.await; context_ops.sort_unstable_by_key(|op| op.timestamp()); buffer_ops .into_iter() .map(|op| proto::ContextOperation { variant: Some(proto::context_operation::Variant::BufferOperation( proto::context_operation::BufferOperation { operation: Some(op), }, )), }) .chain(context_ops.into_iter().map(|op| op.to_proto())) .collect() }) } pub fn apply_ops( &mut self, ops: impl IntoIterator, cx: &mut ModelContext, ) -> Result<()> { let mut buffer_ops = Vec::new(); for op in ops { match op { ContextOperation::BufferOperation(buffer_op) => buffer_ops.push(buffer_op), op @ _ => self.pending_ops.push(op), } } self.buffer .update(cx, |buffer, cx| buffer.apply_ops(buffer_ops, cx))?; self.flush_ops(cx); Ok(()) } fn flush_ops(&mut self, cx: &mut ModelContext) { let mut messages_changed = false; let mut summary_changed = false; self.pending_ops.sort_unstable_by_key(|op| op.timestamp()); for op in mem::take(&mut self.pending_ops) { if !self.can_apply_op(&op, cx) { self.pending_ops.push(op); continue; } let timestamp = op.timestamp(); match op.clone() { ContextOperation::InsertMessage { anchor, metadata, .. } => { if self.messages_metadata.contains_key(&anchor.id) { // We already applied this operation. } else { self.insert_message(anchor, metadata, cx); messages_changed = true; } } ContextOperation::UpdateMessage { message_id, metadata: new_metadata, .. } => { let metadata = self.messages_metadata.get_mut(&message_id).unwrap(); if new_metadata.timestamp > metadata.timestamp { *metadata = new_metadata; messages_changed = true; } } ContextOperation::UpdateSummary { summary: new_summary, .. } => { if self .summary .as_ref() .map_or(true, |summary| new_summary.timestamp > summary.timestamp) { self.summary = Some(new_summary); summary_changed = true; } } ContextOperation::SlashCommandFinished { id, output_range, sections, .. } => { if self.finished_slash_commands.insert(id) { let buffer = self.buffer.read(cx); self.slash_command_output_sections .extend(sections.iter().cloned()); self.slash_command_output_sections .sort_by(|a, b| a.range.cmp(&b.range, buffer)); cx.emit(ContextEvent::SlashCommandFinished { output_range, sections, run_commands_in_output: false, }); } } ContextOperation::BufferOperation(_) => unreachable!(), } self.version.observe(timestamp); self.timestamp.observe(timestamp); self.operations.push(op); } if messages_changed { cx.emit(ContextEvent::MessagesEdited); cx.notify(); } if summary_changed { cx.emit(ContextEvent::SummaryChanged); cx.notify(); } } fn can_apply_op(&self, op: &ContextOperation, cx: &AppContext) -> bool { if !self.version.observed_all(op.version()) { return false; } match op { ContextOperation::InsertMessage { anchor, .. } => self .buffer .read(cx) .version .observed(anchor.start.timestamp), ContextOperation::UpdateMessage { message_id, .. } => { self.messages_metadata.contains_key(message_id) } ContextOperation::UpdateSummary { .. } => true, ContextOperation::SlashCommandFinished { output_range, sections, .. } => { let version = &self.buffer.read(cx).version; sections .iter() .map(|section| §ion.range) .chain([output_range]) .all(|range| { let observed_start = range.start == language::Anchor::MIN || range.start == language::Anchor::MAX || version.observed(range.start.timestamp); let observed_end = range.end == language::Anchor::MIN || range.end == language::Anchor::MAX || version.observed(range.end.timestamp); observed_start && observed_end }) } ContextOperation::BufferOperation(_) => { panic!("buffer operations should always be applied") } } } fn push_op(&mut self, op: ContextOperation, cx: &mut ModelContext) { self.operations.push(op.clone()); cx.emit(ContextEvent::Operation(op)); } pub fn buffer(&self) -> &Model { &self.buffer } pub fn project(&self) -> Option> { self.project.clone() } pub fn prompt_builder(&self) -> Arc { self.prompt_builder.clone() } pub fn path(&self) -> Option<&Path> { self.path.as_deref() } pub fn summary(&self) -> Option<&ContextSummary> { self.summary.as_ref() } pub fn workflow_steps(&self) -> &[WorkflowStep] { &self.workflow_steps } pub fn workflow_step_for_range(&self, range: Range) -> Option<&WorkflowStep> { self.workflow_steps .iter() .find(|step| step.tagged_range == range) } pub fn pending_slash_commands(&self) -> &[PendingSlashCommand] { &self.pending_slash_commands } pub fn slash_command_output_sections(&self) -> &[SlashCommandOutputSection] { &self.slash_command_output_sections } fn set_language(&mut self, cx: &mut ModelContext) { let markdown = self.language_registry.language_for_name("Markdown"); cx.spawn(|this, mut cx| async move { let markdown = markdown.await?; this.update(&mut cx, |this, cx| { this.buffer .update(cx, |buffer, cx| buffer.set_language(Some(markdown), cx)); }) }) .detach_and_log_err(cx); } fn handle_buffer_event( &mut self, _: Model, event: &language::Event, cx: &mut ModelContext, ) { match event { language::Event::Operation(operation) => cx.emit(ContextEvent::Operation( ContextOperation::BufferOperation(operation.clone()), )), language::Event::Edited => { self.count_remaining_tokens(cx); self.reparse_slash_commands(cx); // Use `inclusive = true` to invalidate a step when an edit occurs // at the start/end of a parsed step. self.prune_invalid_workflow_steps(true, cx); cx.emit(ContextEvent::MessagesEdited); } _ => {} } } pub(crate) fn token_count(&self) -> Option { self.token_count } pub(crate) fn count_remaining_tokens(&mut self, cx: &mut ModelContext) { let request = self.to_completion_request(cx); let Some(model) = LanguageModelRegistry::read_global(cx).active_model() else { return; }; self.pending_token_count = cx.spawn(|this, mut cx| { async move { cx.background_executor() .timer(Duration::from_millis(200)) .await; let token_count = cx.update(|cx| model.count_tokens(request, cx))?.await?; this.update(&mut cx, |this, cx| { this.token_count = Some(token_count); cx.notify() }) } .log_err() }); } pub fn reparse_slash_commands(&mut self, cx: &mut ModelContext) { let buffer = self.buffer.read(cx); let mut row_ranges = self .edits_since_last_slash_command_parse .consume() .into_iter() .map(|edit| { let start_row = buffer.offset_to_point(edit.new.start).row; let end_row = buffer.offset_to_point(edit.new.end).row + 1; start_row..end_row }) .peekable(); let mut removed = Vec::new(); let mut updated = Vec::new(); while let Some(mut row_range) = row_ranges.next() { while let Some(next_row_range) = row_ranges.peek() { if row_range.end >= next_row_range.start { row_range.end = next_row_range.end; row_ranges.next(); } else { break; } } let start = buffer.anchor_before(Point::new(row_range.start, 0)); let end = buffer.anchor_after(Point::new( row_range.end - 1, buffer.line_len(row_range.end - 1), )); let old_range = self.pending_command_indices_for_range(start..end, cx); let mut new_commands = Vec::new(); let mut lines = buffer.text_for_range(start..end).lines(); let mut offset = lines.offset(); while let Some(line) = lines.next() { if let Some(command_line) = SlashCommandLine::parse(line) { let name = &line[command_line.name.clone()]; let arguments = command_line .arguments .iter() .filter_map(|argument_range| { if argument_range.is_empty() { None } else { line.get(argument_range.clone()) } }) .map(ToOwned::to_owned) .collect::>(); if let Some(command) = SlashCommandRegistry::global(cx).command(name) { if !command.requires_argument() || !arguments.is_empty() { let start_ix = offset + command_line.name.start - 1; let end_ix = offset + command_line .arguments .last() .map_or(command_line.name.end, |argument| argument.end); let source_range = buffer.anchor_after(start_ix)..buffer.anchor_after(end_ix); let pending_command = PendingSlashCommand { name: name.to_string(), arguments, source_range, status: PendingSlashCommandStatus::Idle, }; updated.push(pending_command.clone()); new_commands.push(pending_command); } } } offset = lines.offset(); } let removed_commands = self.pending_slash_commands.splice(old_range, new_commands); removed.extend(removed_commands.map(|command| command.source_range)); } if !updated.is_empty() || !removed.is_empty() { cx.emit(ContextEvent::PendingSlashCommandsUpdated { removed, updated }); } } fn prune_invalid_workflow_steps(&mut self, inclusive: bool, cx: &mut ModelContext) { let mut removed = Vec::new(); for edit_range in self.edits_since_last_workflow_step_prune.consume() { let intersecting_range = self.find_intersecting_steps(edit_range.new, inclusive, cx); removed.extend( self.workflow_steps .drain(intersecting_range) .map(|step| step.tagged_range), ); } if !removed.is_empty() { cx.emit(ContextEvent::WorkflowStepsRemoved(removed)); cx.notify(); } } fn find_intersecting_steps( &self, range: Range, inclusive: bool, cx: &AppContext, ) -> Range { let buffer = self.buffer.read(cx); let start_ix = match self.workflow_steps.binary_search_by(|probe| { probe .tagged_range .end .to_offset(buffer) .cmp(&range.start) .then(if inclusive { Ordering::Greater } else { Ordering::Less }) }) { Ok(ix) | Err(ix) => ix, }; let end_ix = match self.workflow_steps.binary_search_by(|probe| { probe .tagged_range .start .to_offset(buffer) .cmp(&range.end) .then(if inclusive { Ordering::Less } else { Ordering::Greater }) }) { Ok(ix) | Err(ix) => ix, }; start_ix..end_ix } fn parse_workflow_steps_in_range(&mut self, range: Range, cx: &mut ModelContext) { let mut new_edit_steps = Vec::new(); let mut edits = Vec::new(); let buffer = self.buffer.read(cx).snapshot(); let mut message_lines = buffer.as_rope().chunks_in_range(range).lines(); let mut in_step = false; let mut step_open_tag_start_ix = 0; let mut line_start_offset = message_lines.offset(); while let Some(line) = message_lines.next() { if let Some(step_start_index) = line.find("") { if !in_step { in_step = true; step_open_tag_start_ix = line_start_offset + step_start_index; } } if let Some(step_end_index) = line.find("") { if in_step { let mut step_open_tag_end_ix = step_open_tag_start_ix + "".len(); if buffer.chars_at(step_open_tag_end_ix).next() == Some('\n') { step_open_tag_end_ix += 1; } let mut step_end_tag_start_ix = line_start_offset + step_end_index; let step_end_tag_end_ix = step_end_tag_start_ix + "".len(); if buffer.reversed_chars_at(step_end_tag_start_ix).next() == Some('\n') { step_end_tag_start_ix -= 1; } edits.push((step_open_tag_start_ix..step_open_tag_end_ix, "")); edits.push((step_end_tag_start_ix..step_end_tag_end_ix, "")); let tagged_range = buffer.anchor_after(step_open_tag_end_ix) ..buffer.anchor_before(step_end_tag_start_ix); // Check if a step with the same range already exists let existing_step_index = self .workflow_steps .binary_search_by(|probe| probe.tagged_range.cmp(&tagged_range, &buffer)); if let Err(ix) = existing_step_index { new_edit_steps.push(( ix, WorkflowStep { resolution: cx.new_model(|_| { WorkflowStepResolution::new(tagged_range.clone()) }), tagged_range, _task: None, }, )); } in_step = false; } } line_start_offset = message_lines.offset(); } let mut updated = Vec::new(); for (index, step) in new_edit_steps.into_iter().rev() { let step_range = step.tagged_range.clone(); updated.push(step_range.clone()); self.workflow_steps.insert(index, step); self.resolve_workflow_step(step_range, cx); } // Delete tags, making sure we don't accidentally invalidate // the step we just parsed. self.buffer .update(cx, |buffer, cx| buffer.edit(edits, None, cx)); self.edits_since_last_workflow_step_prune.consume(); } pub fn resolve_workflow_step( &mut self, tagged_range: Range, cx: &mut ModelContext, ) { let Ok(step_index) = self .workflow_steps .binary_search_by(|step| step.tagged_range.cmp(&tagged_range, self.buffer.read(cx))) else { return; }; cx.emit(ContextEvent::WorkflowStepUpdated(tagged_range.clone())); cx.notify(); let task = self.workflow_steps[step_index] .resolution .update(cx, |resolution, cx| resolution.resolve(self, cx)); self.workflow_steps[step_index]._task = task.map(|task| { cx.spawn(|this, mut cx| async move { task.await; this.update(&mut cx, |_, cx| { cx.emit(ContextEvent::WorkflowStepUpdated(tagged_range)); cx.notify(); }) .ok(); }) }); } pub fn pending_command_for_position( &mut self, position: language::Anchor, cx: &mut ModelContext, ) -> Option<&mut PendingSlashCommand> { let buffer = self.buffer.read(cx); match self .pending_slash_commands .binary_search_by(|probe| probe.source_range.end.cmp(&position, buffer)) { Ok(ix) => Some(&mut self.pending_slash_commands[ix]), Err(ix) => { let cmd = self.pending_slash_commands.get_mut(ix)?; if position.cmp(&cmd.source_range.start, buffer).is_ge() && position.cmp(&cmd.source_range.end, buffer).is_le() { Some(cmd) } else { None } } } } pub fn pending_commands_for_range( &self, range: Range, cx: &AppContext, ) -> &[PendingSlashCommand] { let range = self.pending_command_indices_for_range(range, cx); &self.pending_slash_commands[range] } fn pending_command_indices_for_range( &self, range: Range, cx: &AppContext, ) -> Range { let buffer = self.buffer.read(cx); let start_ix = match self .pending_slash_commands .binary_search_by(|probe| probe.source_range.end.cmp(&range.start, &buffer)) { Ok(ix) | Err(ix) => ix, }; let end_ix = match self .pending_slash_commands .binary_search_by(|probe| probe.source_range.start.cmp(&range.end, &buffer)) { Ok(ix) => ix + 1, Err(ix) => ix, }; start_ix..end_ix } pub fn insert_command_output( &mut self, command_range: Range, output: Task>, insert_trailing_newline: bool, cx: &mut ModelContext, ) { self.reparse_slash_commands(cx); let insert_output_task = cx.spawn(|this, mut cx| { let command_range = command_range.clone(); async move { let output = output.await; this.update(&mut cx, |this, cx| match output { Ok(mut output) => { if insert_trailing_newline { output.text.push('\n'); } let version = this.version.clone(); let command_id = SlashCommandId(this.next_timestamp()); let (operation, event) = this.buffer.update(cx, |buffer, cx| { let start = command_range.start.to_offset(buffer); let old_end = command_range.end.to_offset(buffer); let new_end = start + output.text.len(); buffer.edit([(start..old_end, output.text)], None, cx); let mut sections = output .sections .into_iter() .map(|section| SlashCommandOutputSection { range: buffer.anchor_after(start + section.range.start) ..buffer.anchor_before(start + section.range.end), icon: section.icon, label: section.label, }) .collect::>(); sections.sort_by(|a, b| a.range.cmp(&b.range, buffer)); this.slash_command_output_sections .extend(sections.iter().cloned()); this.slash_command_output_sections .sort_by(|a, b| a.range.cmp(&b.range, buffer)); let output_range = buffer.anchor_after(start)..buffer.anchor_before(new_end); this.finished_slash_commands.insert(command_id); ( ContextOperation::SlashCommandFinished { id: command_id, output_range: output_range.clone(), sections: sections.clone(), version, }, ContextEvent::SlashCommandFinished { output_range, sections, run_commands_in_output: output.run_commands_in_text, }, ) }); this.push_op(operation, cx); cx.emit(event); } Err(error) => { if let Some(pending_command) = this.pending_command_for_position(command_range.start, cx) { pending_command.status = PendingSlashCommandStatus::Error(error.to_string()); cx.emit(ContextEvent::PendingSlashCommandsUpdated { removed: vec![pending_command.source_range.clone()], updated: vec![pending_command.clone()], }); } } }) .ok(); } }); if let Some(pending_command) = self.pending_command_for_position(command_range.start, cx) { pending_command.status = PendingSlashCommandStatus::Running { _task: insert_output_task.shared(), }; cx.emit(ContextEvent::PendingSlashCommandsUpdated { removed: vec![pending_command.source_range.clone()], updated: vec![pending_command.clone()], }); } } pub fn completion_provider_changed(&mut self, cx: &mut ModelContext) { self.count_remaining_tokens(cx); } pub fn assist(&mut self, cx: &mut ModelContext) -> Option { let provider = LanguageModelRegistry::read_global(cx).active_provider()?; let model = LanguageModelRegistry::read_global(cx).active_model()?; let last_message_id = self.message_anchors.iter().rev().find_map(|message| { message .start .is_valid(self.buffer.read(cx)) .then_some(message.id) })?; if !provider.is_authenticated(cx) { log::info!("completion provider has no credentials"); return None; } let request = self.to_completion_request(cx); let assistant_message = self .insert_message_after(last_message_id, Role::Assistant, MessageStatus::Pending, cx) .unwrap(); // Queue up the user's next reply. let user_message = self .insert_message_after(assistant_message.id, Role::User, MessageStatus::Done, cx) .unwrap(); let pending_completion_id = post_inc(&mut self.completion_count); let task = cx.spawn({ |this, mut cx| async move { let stream = model.stream_completion(request, &cx); let assistant_message_id = assistant_message.id; let mut response_latency = None; let stream_completion = async { let request_start = Instant::now(); let mut chunks = stream.await?; while let Some(chunk) = chunks.next().await { if response_latency.is_none() { response_latency = Some(request_start.elapsed()); } let chunk = chunk?; this.update(&mut cx, |this, cx| { let message_ix = this .message_anchors .iter() .position(|message| message.id == assistant_message_id)?; let message_range = this.buffer.update(cx, |buffer, cx| { let message_start_offset = this.message_anchors[message_ix].start.to_offset(buffer); let message_old_end_offset = this.message_anchors[message_ix + 1..] .iter() .find(|message| message.start.is_valid(buffer)) .map_or(buffer.len(), |message| { message.start.to_offset(buffer).saturating_sub(1) }); let message_new_end_offset = message_old_end_offset + chunk.len(); buffer.edit( [(message_old_end_offset..message_old_end_offset, chunk)], None, cx, ); message_start_offset..message_new_end_offset }); // Use `inclusive = false` as edits might occur at the end of a parsed step. this.prune_invalid_workflow_steps(false, cx); this.parse_workflow_steps_in_range(message_range, cx); cx.emit(ContextEvent::StreamedCompletion); Some(()) })?; smol::future::yield_now().await; } this.update(&mut cx, |this, cx| { this.pending_completions .retain(|completion| completion.id != pending_completion_id); this.summarize(false, cx); })?; anyhow::Ok(()) }; let result = stream_completion.await; this.update(&mut cx, |this, cx| { let error_message = result .err() .map(|error| error.to_string().trim().to_string()); if let Some(error_message) = error_message.as_ref() { cx.emit(ContextEvent::ShowAssistError(SharedString::from( error_message.clone(), ))); } this.update_metadata(assistant_message_id, cx, |metadata| { if let Some(error_message) = error_message.as_ref() { metadata.status = MessageStatus::Error(SharedString::from(error_message.clone())); } else { metadata.status = MessageStatus::Done; } }); if let Some(telemetry) = this.telemetry.as_ref() { telemetry.report_assistant_event( Some(this.id.0.clone()), AssistantKind::Panel, model.telemetry_id(), response_latency, error_message, ); } }) .ok(); } }); self.pending_completions.push(PendingCompletion { id: pending_completion_id, assistant_message_id: assistant_message.id, _task: task, }); Some(user_message) } pub fn to_completion_request(&self, cx: &AppContext) -> LanguageModelRequest { let buffer = self.buffer.read(cx); let request_messages = self .messages(cx) .filter(|message| message.status == MessageStatus::Done) .map(|message| message.to_request_message(&buffer)) .collect(); LanguageModelRequest { messages: request_messages, stop: vec![], temperature: 1.0, } } pub fn cancel_last_assist(&mut self, cx: &mut ModelContext) -> bool { if let Some(pending_completion) = self.pending_completions.pop() { self.update_metadata(pending_completion.assistant_message_id, cx, |metadata| { if metadata.status == MessageStatus::Pending { metadata.status = MessageStatus::Canceled; } }); true } else { false } } pub fn cycle_message_roles(&mut self, ids: HashSet, cx: &mut ModelContext) { for id in ids { if let Some(metadata) = self.messages_metadata.get(&id) { let role = metadata.role.cycle(); self.update_metadata(id, cx, |metadata| metadata.role = role); } } } pub fn update_metadata( &mut self, id: MessageId, cx: &mut ModelContext, f: impl FnOnce(&mut MessageMetadata), ) { let version = self.version.clone(); let timestamp = self.next_timestamp(); if let Some(metadata) = self.messages_metadata.get_mut(&id) { f(metadata); metadata.timestamp = timestamp; let operation = ContextOperation::UpdateMessage { message_id: id, metadata: metadata.clone(), version, }; self.push_op(operation, cx); cx.emit(ContextEvent::MessagesEdited); cx.notify(); } } fn insert_message_after( &mut self, message_id: MessageId, role: Role, status: MessageStatus, cx: &mut ModelContext, ) -> Option { if let Some(prev_message_ix) = self .message_anchors .iter() .position(|message| message.id == message_id) { // Find the next valid message after the one we were given. let mut next_message_ix = prev_message_ix + 1; while let Some(next_message) = self.message_anchors.get(next_message_ix) { if next_message.start.is_valid(self.buffer.read(cx)) { break; } next_message_ix += 1; } let start = self.buffer.update(cx, |buffer, cx| { let offset = self .message_anchors .get(next_message_ix) .map_or(buffer.len(), |message| { buffer.clip_offset(message.start.to_offset(buffer) - 1, Bias::Left) }); buffer.edit([(offset..offset, "\n")], None, cx); buffer.anchor_before(offset + 1) }); let version = self.version.clone(); let anchor = MessageAnchor { id: MessageId(self.next_timestamp()), start, }; let metadata = MessageMetadata { role, status, timestamp: anchor.id.0, }; self.insert_message(anchor.clone(), metadata.clone(), cx); self.push_op( ContextOperation::InsertMessage { anchor: anchor.clone(), metadata, version, }, cx, ); Some(anchor) } else { None } } pub fn insert_image(&mut self, image: Image, cx: &mut ModelContext) -> Option<()> { if let hash_map::Entry::Vacant(entry) = self.images.entry(image.id()) { entry.insert(( image.to_image_data(cx).log_err()?, LanguageModelImage::from_image(image, cx).shared(), )); } Some(()) } pub fn insert_image_anchor( &mut self, image_id: u64, anchor: language::Anchor, cx: &mut ModelContext, ) -> bool { cx.emit(ContextEvent::MessagesEdited); let buffer = self.buffer.read(cx); let insertion_ix = match self .image_anchors .binary_search_by(|existing_anchor| anchor.cmp(&existing_anchor.anchor, buffer)) { Ok(ix) => ix, Err(ix) => ix, }; if let Some((render_image, image)) = self.images.get(&image_id) { self.image_anchors.insert( insertion_ix, ImageAnchor { anchor, image_id, image: image.clone(), render_image: render_image.clone(), }, ); true } else { false } } pub fn images<'a>(&'a self, _cx: &'a AppContext) -> impl 'a + Iterator { self.image_anchors.iter().cloned() } pub fn split_message( &mut self, range: Range, cx: &mut ModelContext, ) -> (Option, Option) { let start_message = self.message_for_offset(range.start, cx); let end_message = self.message_for_offset(range.end, cx); if let Some((start_message, end_message)) = start_message.zip(end_message) { // Prevent splitting when range spans multiple messages. if start_message.id != end_message.id { return (None, None); } let message = start_message; let role = message.role; let mut edited_buffer = false; let mut suffix_start = None; // TODO: why did this start panicking? if range.start > message.offset_range.start && range.end < message.offset_range.end.saturating_sub(1) { if self.buffer.read(cx).chars_at(range.end).next() == Some('\n') { suffix_start = Some(range.end + 1); } else if self.buffer.read(cx).reversed_chars_at(range.end).next() == Some('\n') { suffix_start = Some(range.end); } } let version = self.version.clone(); let suffix = if let Some(suffix_start) = suffix_start { MessageAnchor { id: MessageId(self.next_timestamp()), start: self.buffer.read(cx).anchor_before(suffix_start), } } else { self.buffer.update(cx, |buffer, cx| { buffer.edit([(range.end..range.end, "\n")], None, cx); }); edited_buffer = true; MessageAnchor { id: MessageId(self.next_timestamp()), start: self.buffer.read(cx).anchor_before(range.end + 1), } }; let suffix_metadata = MessageMetadata { role, status: MessageStatus::Done, timestamp: suffix.id.0, }; self.insert_message(suffix.clone(), suffix_metadata.clone(), cx); self.push_op( ContextOperation::InsertMessage { anchor: suffix.clone(), metadata: suffix_metadata, version, }, cx, ); let new_messages = if range.start == range.end || range.start == message.offset_range.start { (None, Some(suffix)) } else { let mut prefix_end = None; if range.start > message.offset_range.start && range.end < message.offset_range.end - 1 { if self.buffer.read(cx).chars_at(range.start).next() == Some('\n') { prefix_end = Some(range.start + 1); } else if self.buffer.read(cx).reversed_chars_at(range.start).next() == Some('\n') { prefix_end = Some(range.start); } } let version = self.version.clone(); let selection = if let Some(prefix_end) = prefix_end { MessageAnchor { id: MessageId(self.next_timestamp()), start: self.buffer.read(cx).anchor_before(prefix_end), } } else { self.buffer.update(cx, |buffer, cx| { buffer.edit([(range.start..range.start, "\n")], None, cx) }); edited_buffer = true; MessageAnchor { id: MessageId(self.next_timestamp()), start: self.buffer.read(cx).anchor_before(range.end + 1), } }; let selection_metadata = MessageMetadata { role, status: MessageStatus::Done, timestamp: selection.id.0, }; self.insert_message(selection.clone(), selection_metadata.clone(), cx); self.push_op( ContextOperation::InsertMessage { anchor: selection.clone(), metadata: selection_metadata, version, }, cx, ); (Some(selection), Some(suffix)) }; if !edited_buffer { cx.emit(ContextEvent::MessagesEdited); } new_messages } else { (None, None) } } fn insert_message( &mut self, new_anchor: MessageAnchor, new_metadata: MessageMetadata, cx: &mut ModelContext, ) { cx.emit(ContextEvent::MessagesEdited); self.messages_metadata.insert(new_anchor.id, new_metadata); let buffer = self.buffer.read(cx); let insertion_ix = self .message_anchors .iter() .position(|anchor| { let comparison = new_anchor.start.cmp(&anchor.start, buffer); comparison.is_lt() || (comparison.is_eq() && new_anchor.id > anchor.id) }) .unwrap_or(self.message_anchors.len()); self.message_anchors.insert(insertion_ix, new_anchor); } pub(super) fn summarize(&mut self, replace_old: bool, cx: &mut ModelContext) { let Some(provider) = LanguageModelRegistry::read_global(cx).active_provider() else { return; }; let Some(model) = LanguageModelRegistry::read_global(cx).active_model() else { return; }; if replace_old || (self.message_anchors.len() >= 2 && self.summary.is_none()) { if !provider.is_authenticated(cx) { return; } let messages = self .messages(cx) .map(|message| message.to_request_message(self.buffer.read(cx))) .chain(Some(LanguageModelRequestMessage { role: Role::User, content: vec![ "Summarize the context into a short title without punctuation.".into(), ], })); let request = LanguageModelRequest { messages: messages.collect(), stop: vec![], temperature: 1.0, }; self.pending_summary = cx.spawn(|this, mut cx| { async move { let stream = model.stream_completion(request, &cx); let mut messages = stream.await?; let mut replaced = !replace_old; while let Some(message) = messages.next().await { let text = message?; let mut lines = text.lines(); this.update(&mut cx, |this, cx| { let version = this.version.clone(); let timestamp = this.next_timestamp(); let summary = this.summary.get_or_insert(ContextSummary::default()); if !replaced && replace_old { summary.text.clear(); replaced = true; } summary.text.extend(lines.next()); summary.timestamp = timestamp; let operation = ContextOperation::UpdateSummary { summary: summary.clone(), version, }; this.push_op(operation, cx); cx.emit(ContextEvent::SummaryChanged); })?; // Stop if the LLM generated multiple lines. if lines.next().is_some() { break; } } this.update(&mut cx, |this, cx| { let version = this.version.clone(); let timestamp = this.next_timestamp(); if let Some(summary) = this.summary.as_mut() { summary.done = true; summary.timestamp = timestamp; let operation = ContextOperation::UpdateSummary { summary: summary.clone(), version, }; this.push_op(operation, cx); cx.emit(ContextEvent::SummaryChanged); } })?; anyhow::Ok(()) } .log_err() }); } } fn message_for_offset(&self, offset: usize, cx: &AppContext) -> Option { self.messages_for_offsets([offset], cx).pop() } pub fn messages_for_offsets( &self, offsets: impl IntoIterator, cx: &AppContext, ) -> Vec { let mut result = Vec::new(); let mut messages = self.messages(cx).peekable(); let mut offsets = offsets.into_iter().peekable(); let mut current_message = messages.next(); while let Some(offset) = offsets.next() { // Locate the message that contains the offset. while current_message.as_ref().map_or(false, |message| { !message.offset_range.contains(&offset) && messages.peek().is_some() }) { current_message = messages.next(); } let Some(message) = current_message.as_ref() else { break; }; // Skip offsets that are in the same message. while offsets.peek().map_or(false, |offset| { message.offset_range.contains(offset) || messages.peek().is_none() }) { offsets.next(); } result.push(message.clone()); } result } pub fn messages<'a>(&'a self, cx: &'a AppContext) -> impl 'a + Iterator { let buffer = self.buffer.read(cx); let messages = self.message_anchors.iter().enumerate(); let images = self.image_anchors.iter(); Self::messages_from_iters(buffer, &self.messages_metadata, messages, images) } pub fn messages_from_iters<'a>( buffer: &'a Buffer, metadata: &'a HashMap, messages: impl Iterator + 'a, images: impl Iterator + 'a, ) -> impl 'a + Iterator { let mut messages = messages.peekable(); let mut images = images.peekable(); iter::from_fn(move || { if let Some((start_ix, message_anchor)) = messages.next() { let metadata = metadata.get(&message_anchor.id)?; let message_start = message_anchor.start.to_offset(buffer); let mut message_end = None; let mut end_ix = start_ix; while let Some((_, next_message)) = messages.peek() { if next_message.start.is_valid(buffer) { message_end = Some(next_message.start); break; } else { end_ix += 1; messages.next(); } } let message_end_anchor = message_end.unwrap_or(language::Anchor::MAX); let message_end = message_end_anchor.to_offset(buffer); let mut image_offsets = SmallVec::new(); while let Some(image_anchor) = images.peek() { if image_anchor.anchor.cmp(&message_end_anchor, buffer).is_lt() { image_offsets.push(( image_anchor.anchor.to_offset(buffer), MessageImage { image_id: image_anchor.image_id, image: image_anchor.image.clone(), }, )); images.next(); } else { break; } } return Some(Message { index_range: start_ix..end_ix, offset_range: message_start..message_end, id: message_anchor.id, anchor: message_anchor.start, role: metadata.role, status: metadata.status.clone(), image_offsets, }); } None }) } pub fn save( &mut self, debounce: Option, fs: Arc, cx: &mut ModelContext, ) { if self.replica_id() != ReplicaId::default() { // Prevent saving a remote context for now. return; } self.pending_save = cx.spawn(|this, mut cx| async move { if let Some(debounce) = debounce { cx.background_executor().timer(debounce).await; } let (old_path, summary) = this.read_with(&cx, |this, _| { let path = this.path.clone(); let summary = if let Some(summary) = this.summary.as_ref() { if summary.done { Some(summary.text.clone()) } else { None } } else { None }; (path, summary) })?; if let Some(summary) = summary { this.read_with(&cx, |this, cx| this.serialize_images(fs.clone(), cx))? .await; let context = this.read_with(&cx, |this, cx| this.serialize(cx))?; let mut discriminant = 1; let mut new_path; loop { new_path = contexts_dir().join(&format!( "{} - {}.zed.json", summary.trim(), discriminant )); if fs.is_file(&new_path).await { discriminant += 1; } else { break; } } fs.create_dir(contexts_dir().as_ref()).await?; fs.atomic_write(new_path.clone(), serde_json::to_string(&context).unwrap()) .await?; if let Some(old_path) = old_path { if new_path != old_path { fs.remove_file( &old_path, RemoveOptions { recursive: false, ignore_if_not_exists: true, }, ) .await?; } } this.update(&mut cx, |this, _| this.path = Some(new_path))?; } Ok(()) }); } pub fn serialize_images(&self, fs: Arc, cx: &AppContext) -> Task<()> { let mut images_to_save = self .images .iter() .map(|(id, (_, llm_image))| { let fs = fs.clone(); let llm_image = llm_image.clone(); let id = *id; async move { if let Some(llm_image) = llm_image.await { let path: PathBuf = context_images_dir().join(&format!("{}.png.base64", id)); if fs .metadata(path.as_path()) .await .log_err() .flatten() .is_none() { fs.atomic_write(path, llm_image.source.to_string()) .await .log_err(); } } } }) .collect::>(); cx.background_executor().spawn(async move { if fs .create_dir(context_images_dir().as_ref()) .await .log_err() .is_some() { while let Some(_) = images_to_save.next().await {} } }) } pub(crate) fn custom_summary(&mut self, custom_summary: String, cx: &mut ModelContext) { let timestamp = self.next_timestamp(); let summary = self.summary.get_or_insert(ContextSummary::default()); summary.timestamp = timestamp; summary.done = true; summary.text = custom_summary; cx.emit(ContextEvent::SummaryChanged); } } #[derive(Debug, Default)] pub struct ContextVersion { context: clock::Global, buffer: clock::Global, } impl ContextVersion { pub fn from_proto(proto: &proto::ContextVersion) -> Self { Self { context: language::proto::deserialize_version(&proto.context_version), buffer: language::proto::deserialize_version(&proto.buffer_version), } } pub fn to_proto(&self, context_id: ContextId) -> proto::ContextVersion { proto::ContextVersion { context_id: context_id.to_proto(), context_version: language::proto::serialize_version(&self.context), buffer_version: language::proto::serialize_version(&self.buffer), } } } #[derive(Debug, Clone)] pub struct PendingSlashCommand { pub name: String, pub arguments: SmallVec<[String; 3]>, pub status: PendingSlashCommandStatus, pub source_range: Range, } #[derive(Debug, Clone)] pub enum PendingSlashCommandStatus { Idle, Running { _task: Shared> }, Error(String), } #[derive(Serialize, Deserialize)] pub struct SavedMessage { pub id: MessageId, pub start: usize, pub metadata: MessageMetadata, #[serde(default)] // This is defaulted for backwards compatibility with JSON files created before August 2024. We didn't always have this field. pub image_offsets: Vec<(usize, u64)>, } #[derive(Serialize, Deserialize)] pub struct SavedContext { pub id: Option, pub zed: String, pub version: String, pub text: String, pub messages: Vec, pub summary: String, pub slash_command_output_sections: Vec>, } impl SavedContext { pub const VERSION: &'static str = "0.4.0"; pub fn from_json(json: &str) -> Result { let saved_context_json = serde_json::from_str::(json)?; match saved_context_json .get("version") .ok_or_else(|| anyhow!("version not found"))? { serde_json::Value::String(version) => match version.as_str() { SavedContext::VERSION => { Ok(serde_json::from_value::(saved_context_json)?) } SavedContextV0_3_0::VERSION => { let saved_context = serde_json::from_value::(saved_context_json)?; Ok(saved_context.upgrade()) } SavedContextV0_2_0::VERSION => { let saved_context = serde_json::from_value::(saved_context_json)?; Ok(saved_context.upgrade()) } SavedContextV0_1_0::VERSION => { let saved_context = serde_json::from_value::(saved_context_json)?; Ok(saved_context.upgrade()) } _ => Err(anyhow!("unrecognized saved context version: {}", version)), }, _ => Err(anyhow!("version not found on saved context")), } } fn into_ops( self, buffer: &Model, cx: &mut ModelContext, ) -> Vec { let mut operations = Vec::new(); let mut version = clock::Global::new(); let mut next_timestamp = clock::Lamport::new(ReplicaId::default()); let mut first_message_metadata = None; for message in self.messages { if message.id == MessageId(clock::Lamport::default()) { first_message_metadata = Some(message.metadata); } else { operations.push(ContextOperation::InsertMessage { anchor: MessageAnchor { id: message.id, start: buffer.read(cx).anchor_before(message.start), }, metadata: MessageMetadata { role: message.metadata.role, status: message.metadata.status, timestamp: message.metadata.timestamp, }, version: version.clone(), }); version.observe(message.id.0); next_timestamp.observe(message.id.0); } } if let Some(metadata) = first_message_metadata { let timestamp = next_timestamp.tick(); operations.push(ContextOperation::UpdateMessage { message_id: MessageId(clock::Lamport::default()), metadata: MessageMetadata { role: metadata.role, status: metadata.status, timestamp, }, version: version.clone(), }); version.observe(timestamp); } let timestamp = next_timestamp.tick(); operations.push(ContextOperation::SlashCommandFinished { id: SlashCommandId(timestamp), output_range: language::Anchor::MIN..language::Anchor::MAX, sections: self .slash_command_output_sections .into_iter() .map(|section| { let buffer = buffer.read(cx); SlashCommandOutputSection { range: buffer.anchor_after(section.range.start) ..buffer.anchor_before(section.range.end), icon: section.icon, label: section.label, } }) .collect(), version: version.clone(), }); version.observe(timestamp); let timestamp = next_timestamp.tick(); operations.push(ContextOperation::UpdateSummary { summary: ContextSummary { text: self.summary, done: true, timestamp, }, version: version.clone(), }); version.observe(timestamp); operations } } #[derive(Copy, Clone, Debug, Eq, PartialEq, PartialOrd, Ord, Hash, Serialize, Deserialize)] struct SavedMessageIdPreV0_4_0(usize); #[derive(Serialize, Deserialize)] struct SavedMessagePreV0_4_0 { id: SavedMessageIdPreV0_4_0, start: usize, } #[derive(Clone, Debug, Eq, PartialEq, Serialize, Deserialize)] struct SavedMessageMetadataPreV0_4_0 { role: Role, status: MessageStatus, } #[derive(Serialize, Deserialize)] struct SavedContextV0_3_0 { id: Option, zed: String, version: String, text: String, messages: Vec, message_metadata: HashMap, summary: String, slash_command_output_sections: Vec>, } impl SavedContextV0_3_0 { const VERSION: &'static str = "0.3.0"; fn upgrade(self) -> SavedContext { SavedContext { id: self.id, zed: self.zed, version: SavedContext::VERSION.into(), text: self.text, messages: self .messages .into_iter() .filter_map(|message| { let metadata = self.message_metadata.get(&message.id)?; let timestamp = clock::Lamport { replica_id: ReplicaId::default(), value: message.id.0 as u32, }; Some(SavedMessage { id: MessageId(timestamp), start: message.start, metadata: MessageMetadata { role: metadata.role, status: metadata.status.clone(), timestamp, }, image_offsets: Vec::new(), }) }) .collect(), summary: self.summary, slash_command_output_sections: self.slash_command_output_sections, } } } #[derive(Serialize, Deserialize)] struct SavedContextV0_2_0 { id: Option, zed: String, version: String, text: String, messages: Vec, message_metadata: HashMap, summary: String, } impl SavedContextV0_2_0 { const VERSION: &'static str = "0.2.0"; fn upgrade(self) -> SavedContext { SavedContextV0_3_0 { id: self.id, zed: self.zed, version: SavedContextV0_3_0::VERSION.to_string(), text: self.text, messages: self.messages, message_metadata: self.message_metadata, summary: self.summary, slash_command_output_sections: Vec::new(), } .upgrade() } } #[derive(Serialize, Deserialize)] struct SavedContextV0_1_0 { id: Option, zed: String, version: String, text: String, messages: Vec, message_metadata: HashMap, summary: String, api_url: Option, model: OpenAiModel, } impl SavedContextV0_1_0 { const VERSION: &'static str = "0.1.0"; fn upgrade(self) -> SavedContext { SavedContextV0_2_0 { id: self.id, zed: self.zed, version: SavedContextV0_2_0::VERSION.to_string(), text: self.text, messages: self.messages, message_metadata: self.message_metadata, summary: self.summary, } .upgrade() } } #[derive(Clone)] pub struct SavedContextMetadata { pub title: String, pub path: PathBuf, pub mtime: chrono::DateTime, } #[cfg(test)] mod tests { use super::*; use crate::{ assistant_panel, prompt_library, slash_command::file_command, workflow::tool, MessageId, }; use assistant_slash_command::{ArgumentCompletion, SlashCommand}; use fs::FakeFs; use gpui::{AppContext, TestAppContext, WeakView}; use indoc::indoc; use language::LspAdapterDelegate; use parking_lot::Mutex; use project::Project; use rand::prelude::*; use serde_json::json; use settings::SettingsStore; use std::{cell::RefCell, env, rc::Rc, sync::atomic::AtomicBool}; use text::{network::Network, ToPoint}; use ui::WindowContext; use unindent::Unindent; use util::{test::marked_text_ranges, RandomCharIter}; use workspace::Workspace; #[gpui::test] fn test_inserting_and_removing_messages(cx: &mut AppContext) { let settings_store = SettingsStore::test(cx); LanguageModelRegistry::test(cx); cx.set_global(settings_store); assistant_panel::init(cx); let registry = Arc::new(LanguageRegistry::test(cx.background_executor().clone())); let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); let context = cx.new_model(|cx| Context::local(registry, None, None, prompt_builder.clone(), cx)); let buffer = context.read(cx).buffer.clone(); let message_1 = context.read(cx).message_anchors[0].clone(); assert_eq!( messages(&context, cx), vec![(message_1.id, Role::User, 0..0)] ); let message_2 = context.update(cx, |context, cx| { context .insert_message_after(message_1.id, Role::Assistant, MessageStatus::Done, cx) .unwrap() }); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..1), (message_2.id, Role::Assistant, 1..1) ] ); buffer.update(cx, |buffer, cx| { buffer.edit([(0..0, "1"), (1..1, "2")], None, cx) }); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..2), (message_2.id, Role::Assistant, 2..3) ] ); let message_3 = context.update(cx, |context, cx| { context .insert_message_after(message_2.id, Role::User, MessageStatus::Done, cx) .unwrap() }); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..2), (message_2.id, Role::Assistant, 2..4), (message_3.id, Role::User, 4..4) ] ); let message_4 = context.update(cx, |context, cx| { context .insert_message_after(message_2.id, Role::User, MessageStatus::Done, cx) .unwrap() }); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..2), (message_2.id, Role::Assistant, 2..4), (message_4.id, Role::User, 4..5), (message_3.id, Role::User, 5..5), ] ); buffer.update(cx, |buffer, cx| { buffer.edit([(4..4, "C"), (5..5, "D")], None, cx) }); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..2), (message_2.id, Role::Assistant, 2..4), (message_4.id, Role::User, 4..6), (message_3.id, Role::User, 6..7), ] ); // Deleting across message boundaries merges the messages. buffer.update(cx, |buffer, cx| buffer.edit([(1..4, "")], None, cx)); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..3), (message_3.id, Role::User, 3..4), ] ); // Undoing the deletion should also undo the merge. buffer.update(cx, |buffer, cx| buffer.undo(cx)); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..2), (message_2.id, Role::Assistant, 2..4), (message_4.id, Role::User, 4..6), (message_3.id, Role::User, 6..7), ] ); // Redoing the deletion should also redo the merge. buffer.update(cx, |buffer, cx| buffer.redo(cx)); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..3), (message_3.id, Role::User, 3..4), ] ); // Ensure we can still insert after a merged message. let message_5 = context.update(cx, |context, cx| { context .insert_message_after(message_1.id, Role::System, MessageStatus::Done, cx) .unwrap() }); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..3), (message_5.id, Role::System, 3..4), (message_3.id, Role::User, 4..5) ] ); } #[gpui::test] fn test_message_splitting(cx: &mut AppContext) { let settings_store = SettingsStore::test(cx); cx.set_global(settings_store); LanguageModelRegistry::test(cx); assistant_panel::init(cx); let registry = Arc::new(LanguageRegistry::test(cx.background_executor().clone())); let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); let context = cx.new_model(|cx| Context::local(registry, None, None, prompt_builder.clone(), cx)); let buffer = context.read(cx).buffer.clone(); let message_1 = context.read(cx).message_anchors[0].clone(); assert_eq!( messages(&context, cx), vec![(message_1.id, Role::User, 0..0)] ); buffer.update(cx, |buffer, cx| { buffer.edit([(0..0, "aaa\nbbb\nccc\nddd\n")], None, cx) }); let (_, message_2) = context.update(cx, |context, cx| context.split_message(3..3, cx)); let message_2 = message_2.unwrap(); // We recycle newlines in the middle of a split message assert_eq!(buffer.read(cx).text(), "aaa\nbbb\nccc\nddd\n"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_2.id, Role::User, 4..16), ] ); let (_, message_3) = context.update(cx, |context, cx| context.split_message(3..3, cx)); let message_3 = message_3.unwrap(); // We don't recycle newlines at the end of a split message assert_eq!(buffer.read(cx).text(), "aaa\n\nbbb\nccc\nddd\n"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_3.id, Role::User, 4..5), (message_2.id, Role::User, 5..17), ] ); let (_, message_4) = context.update(cx, |context, cx| context.split_message(9..9, cx)); let message_4 = message_4.unwrap(); assert_eq!(buffer.read(cx).text(), "aaa\n\nbbb\nccc\nddd\n"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_3.id, Role::User, 4..5), (message_2.id, Role::User, 5..9), (message_4.id, Role::User, 9..17), ] ); let (_, message_5) = context.update(cx, |context, cx| context.split_message(9..9, cx)); let message_5 = message_5.unwrap(); assert_eq!(buffer.read(cx).text(), "aaa\n\nbbb\n\nccc\nddd\n"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_3.id, Role::User, 4..5), (message_2.id, Role::User, 5..9), (message_4.id, Role::User, 9..10), (message_5.id, Role::User, 10..18), ] ); let (message_6, message_7) = context.update(cx, |context, cx| context.split_message(14..16, cx)); let message_6 = message_6.unwrap(); let message_7 = message_7.unwrap(); assert_eq!(buffer.read(cx).text(), "aaa\n\nbbb\n\nccc\ndd\nd\n"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_3.id, Role::User, 4..5), (message_2.id, Role::User, 5..9), (message_4.id, Role::User, 9..10), (message_5.id, Role::User, 10..14), (message_6.id, Role::User, 14..17), (message_7.id, Role::User, 17..19), ] ); } #[gpui::test] fn test_messages_for_offsets(cx: &mut AppContext) { let settings_store = SettingsStore::test(cx); LanguageModelRegistry::test(cx); cx.set_global(settings_store); assistant_panel::init(cx); let registry = Arc::new(LanguageRegistry::test(cx.background_executor().clone())); let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); let context = cx.new_model(|cx| Context::local(registry, None, None, prompt_builder.clone(), cx)); let buffer = context.read(cx).buffer.clone(); let message_1 = context.read(cx).message_anchors[0].clone(); assert_eq!( messages(&context, cx), vec![(message_1.id, Role::User, 0..0)] ); buffer.update(cx, |buffer, cx| buffer.edit([(0..0, "aaa")], None, cx)); let message_2 = context .update(cx, |context, cx| { context.insert_message_after(message_1.id, Role::User, MessageStatus::Done, cx) }) .unwrap(); buffer.update(cx, |buffer, cx| buffer.edit([(4..4, "bbb")], None, cx)); let message_3 = context .update(cx, |context, cx| { context.insert_message_after(message_2.id, Role::User, MessageStatus::Done, cx) }) .unwrap(); buffer.update(cx, |buffer, cx| buffer.edit([(8..8, "ccc")], None, cx)); assert_eq!(buffer.read(cx).text(), "aaa\nbbb\nccc"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_2.id, Role::User, 4..8), (message_3.id, Role::User, 8..11) ] ); assert_eq!( message_ids_for_offsets(&context, &[0, 4, 9], cx), [message_1.id, message_2.id, message_3.id] ); assert_eq!( message_ids_for_offsets(&context, &[0, 1, 11], cx), [message_1.id, message_3.id] ); let message_4 = context .update(cx, |context, cx| { context.insert_message_after(message_3.id, Role::User, MessageStatus::Done, cx) }) .unwrap(); assert_eq!(buffer.read(cx).text(), "aaa\nbbb\nccc\n"); assert_eq!( messages(&context, cx), vec![ (message_1.id, Role::User, 0..4), (message_2.id, Role::User, 4..8), (message_3.id, Role::User, 8..12), (message_4.id, Role::User, 12..12) ] ); assert_eq!( message_ids_for_offsets(&context, &[0, 4, 8, 12], cx), [message_1.id, message_2.id, message_3.id, message_4.id] ); fn message_ids_for_offsets( context: &Model, offsets: &[usize], cx: &AppContext, ) -> Vec { context .read(cx) .messages_for_offsets(offsets.iter().copied(), cx) .into_iter() .map(|message| message.id) .collect() } } #[gpui::test] async fn test_slash_commands(cx: &mut TestAppContext) { let settings_store = cx.update(SettingsStore::test); cx.set_global(settings_store); cx.update(LanguageModelRegistry::test); cx.update(Project::init_settings); cx.update(assistant_panel::init); let fs = FakeFs::new(cx.background_executor.clone()); fs.insert_tree( "/test", json!({ "src": { "lib.rs": "fn one() -> usize { 1 }", "main.rs": " use crate::one; fn main() { one(); } ".unindent(), } }), ) .await; let slash_command_registry = cx.update(SlashCommandRegistry::default_global); slash_command_registry.register_command(file_command::FileSlashCommand, false); let registry = Arc::new(LanguageRegistry::test(cx.executor())); let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); let context = cx.new_model(|cx| { Context::local(registry.clone(), None, None, prompt_builder.clone(), cx) }); let output_ranges = Rc::new(RefCell::new(HashSet::default())); context.update(cx, |_, cx| { cx.subscribe(&context, { let ranges = output_ranges.clone(); move |_, _, event, _| match event { ContextEvent::PendingSlashCommandsUpdated { removed, updated } => { for range in removed { ranges.borrow_mut().remove(range); } for command in updated { ranges.borrow_mut().insert(command.source_range.clone()); } } _ => {} } }) .detach(); }); let buffer = context.read_with(cx, |context, _| context.buffer.clone()); // Insert a slash command buffer.update(cx, |buffer, cx| { buffer.edit([(0..0, "/file src/lib.rs")], None, cx); }); assert_text_and_output_ranges( &buffer, &output_ranges.borrow(), " «/file src/lib.rs» " .unindent() .trim_end(), cx, ); // Edit the argument of the slash command. buffer.update(cx, |buffer, cx| { let edit_offset = buffer.text().find("lib.rs").unwrap(); buffer.edit([(edit_offset..edit_offset + "lib".len(), "main")], None, cx); }); assert_text_and_output_ranges( &buffer, &output_ranges.borrow(), " «/file src/main.rs» " .unindent() .trim_end(), cx, ); // Edit the name of the slash command, using one that doesn't exist. buffer.update(cx, |buffer, cx| { let edit_offset = buffer.text().find("/file").unwrap(); buffer.edit( [(edit_offset..edit_offset + "/file".len(), "/unknown")], None, cx, ); }); assert_text_and_output_ranges( &buffer, &output_ranges.borrow(), " /unknown src/main.rs " .unindent() .trim_end(), cx, ); #[track_caller] fn assert_text_and_output_ranges( buffer: &Model, ranges: &HashSet>, expected_marked_text: &str, cx: &mut TestAppContext, ) { let (expected_text, expected_ranges) = marked_text_ranges(expected_marked_text, false); let (actual_text, actual_ranges) = buffer.update(cx, |buffer, _| { let mut ranges = ranges .iter() .map(|range| range.to_offset(buffer)) .collect::>(); ranges.sort_by_key(|a| a.start); (buffer.text(), ranges) }); assert_eq!(actual_text, expected_text); assert_eq!(actual_ranges, expected_ranges); } } #[gpui::test] async fn test_edit_step_parsing(cx: &mut TestAppContext) { cx.update(prompt_library::init); let settings_store = cx.update(SettingsStore::test); cx.set_global(settings_store); cx.update(Project::init_settings); let fs = FakeFs::new(cx.executor()); fs.as_fake() .insert_tree( "/root", json!({ "hello.rs": r#" fn hello() { println!("Hello, World!"); } "#.unindent() }), ) .await; let project = Project::test(fs, [Path::new("/root")], cx).await; cx.update(LanguageModelRegistry::test); let model = cx.read(|cx| { LanguageModelRegistry::read_global(cx) .active_model() .unwrap() }); cx.update(assistant_panel::init); let registry = Arc::new(LanguageRegistry::test(cx.executor())); // Create a new context let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); let context = cx.new_model(|cx| { Context::local( registry.clone(), Some(project), None, prompt_builder.clone(), cx, ) }); let buffer = context.read_with(cx, |context, _| context.buffer.clone()); // Simulate user input let user_message = indoc! {r#" Please add unnecessary complexity to this code: ```hello.rs fn main() { println!("Hello, World!"); } ``` "#}; buffer.update(cx, |buffer, cx| { buffer.edit([(0..0, user_message)], None, cx); }); // Simulate LLM response with edit steps let llm_response = indoc! {r#" Sure, I can help you with that. Here's a step-by-step process: First, let's extract the greeting into a separate function: ```rust fn greet() { println!("Hello, World!"); } fn main() { greet(); } ``` Now, let's make the greeting customizable: ```rust fn greet(name: &str) { println!("Hello, {}!", name); } fn main() { greet("World"); } ``` These changes make the code more modular and flexible. "#}; // Simulate the assist method to trigger the LLM response context.update(cx, |context, cx| context.assist(cx)); cx.run_until_parked(); // Retrieve the assistant response message's start from the context let response_start_row = context.read_with(cx, |context, cx| { let buffer = context.buffer.read(cx); context.message_anchors[1].start.to_point(buffer).row }); // Simulate the LLM completion model .as_fake() .stream_last_completion_response(llm_response.to_string()); model.as_fake().end_last_completion_stream(); // Wait for the completion to be processed cx.run_until_parked(); // Verify that the edit steps were parsed correctly context.read_with(cx, |context, cx| { assert_eq!( workflow_steps(context, cx), vec![ ( Point::new(response_start_row + 2, 0) ..Point::new(response_start_row + 12, 3), WorkflowStepTestStatus::Pending ), ( Point::new(response_start_row + 14, 0) ..Point::new(response_start_row + 24, 3), WorkflowStepTestStatus::Pending ), ] ); }); model .as_fake() .respond_to_last_tool_use(tool::WorkflowStepResolutionTool { step_title: "Title".into(), suggestions: vec![tool::WorkflowSuggestionTool { path: "/root/hello.rs".into(), // Simulate a symbol name that's slightly different than our outline query kind: tool::WorkflowSuggestionToolKind::Update { symbol: "fn main()".into(), description: "Extract a greeting function".into(), }, }], }); // Wait for tool use to be processed. cx.run_until_parked(); // Verify that the first edit step is not pending anymore. context.read_with(cx, |context, cx| { assert_eq!( workflow_steps(context, cx), vec![ ( Point::new(response_start_row + 2, 0) ..Point::new(response_start_row + 12, 3), WorkflowStepTestStatus::Resolved ), ( Point::new(response_start_row + 14, 0) ..Point::new(response_start_row + 24, 3), WorkflowStepTestStatus::Pending ), ] ); }); #[derive(Copy, Clone, Debug, Eq, PartialEq)] enum WorkflowStepTestStatus { Pending, Resolved, Error, } fn workflow_steps( context: &Context, cx: &AppContext, ) -> Vec<(Range, WorkflowStepTestStatus)> { context .workflow_steps .iter() .map(|step| { let buffer = context.buffer.read(cx); let status = match &step.resolution.read(cx).result { None => WorkflowStepTestStatus::Pending, Some(Ok(_)) => WorkflowStepTestStatus::Resolved, Some(Err(_)) => WorkflowStepTestStatus::Error, }; (step.tagged_range.to_point(buffer), status) }) .collect() } } #[gpui::test] async fn test_serialization(cx: &mut TestAppContext) { let settings_store = cx.update(SettingsStore::test); cx.set_global(settings_store); cx.update(LanguageModelRegistry::test); cx.update(assistant_panel::init); let registry = Arc::new(LanguageRegistry::test(cx.executor())); let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); let context = cx.new_model(|cx| { Context::local(registry.clone(), None, None, prompt_builder.clone(), cx) }); let buffer = context.read_with(cx, |context, _| context.buffer.clone()); let message_0 = context.read_with(cx, |context, _| context.message_anchors[0].id); let message_1 = context.update(cx, |context, cx| { context .insert_message_after(message_0, Role::Assistant, MessageStatus::Done, cx) .unwrap() }); let message_2 = context.update(cx, |context, cx| { context .insert_message_after(message_1.id, Role::System, MessageStatus::Done, cx) .unwrap() }); buffer.update(cx, |buffer, cx| { buffer.edit([(0..0, "a"), (1..1, "b\nc")], None, cx); buffer.finalize_last_transaction(); }); let _message_3 = context.update(cx, |context, cx| { context .insert_message_after(message_2.id, Role::System, MessageStatus::Done, cx) .unwrap() }); buffer.update(cx, |buffer, cx| buffer.undo(cx)); assert_eq!(buffer.read_with(cx, |buffer, _| buffer.text()), "a\nb\nc\n"); assert_eq!( cx.read(|cx| messages(&context, cx)), [ (message_0, Role::User, 0..2), (message_1.id, Role::Assistant, 2..6), (message_2.id, Role::System, 6..6), ] ); let serialized_context = context.read_with(cx, |context, cx| context.serialize(cx)); let deserialized_context = cx.new_model(|cx| { Context::deserialize( serialized_context, Default::default(), registry.clone(), prompt_builder.clone(), None, None, cx, ) }); let deserialized_buffer = deserialized_context.read_with(cx, |context, _| context.buffer.clone()); assert_eq!( deserialized_buffer.read_with(cx, |buffer, _| buffer.text()), "a\nb\nc\n" ); assert_eq!( cx.read(|cx| messages(&deserialized_context, cx)), [ (message_0, Role::User, 0..2), (message_1.id, Role::Assistant, 2..6), (message_2.id, Role::System, 6..6), ] ); } #[gpui::test(iterations = 100)] async fn test_random_context_collaboration(cx: &mut TestAppContext, mut rng: StdRng) { let min_peers = env::var("MIN_PEERS") .map(|i| i.parse().expect("invalid `MIN_PEERS` variable")) .unwrap_or(2); let max_peers = env::var("MAX_PEERS") .map(|i| i.parse().expect("invalid `MAX_PEERS` variable")) .unwrap_or(5); let operations = env::var("OPERATIONS") .map(|i| i.parse().expect("invalid `OPERATIONS` variable")) .unwrap_or(50); let settings_store = cx.update(SettingsStore::test); cx.set_global(settings_store); cx.update(LanguageModelRegistry::test); cx.update(assistant_panel::init); let slash_commands = cx.update(SlashCommandRegistry::default_global); slash_commands.register_command(FakeSlashCommand("cmd-1".into()), false); slash_commands.register_command(FakeSlashCommand("cmd-2".into()), false); slash_commands.register_command(FakeSlashCommand("cmd-3".into()), false); let registry = Arc::new(LanguageRegistry::test(cx.background_executor.clone())); let network = Arc::new(Mutex::new(Network::new(rng.clone()))); let mut contexts = Vec::new(); let num_peers = rng.gen_range(min_peers..=max_peers); let context_id = ContextId::new(); let prompt_builder = Arc::new(PromptBuilder::new(None).unwrap()); for i in 0..num_peers { let context = cx.new_model(|cx| { Context::new( context_id.clone(), i as ReplicaId, language::Capability::ReadWrite, registry.clone(), prompt_builder.clone(), None, None, cx, ) }); cx.update(|cx| { cx.subscribe(&context, { let network = network.clone(); move |_, event, _| { if let ContextEvent::Operation(op) = event { network .lock() .broadcast(i as ReplicaId, vec![op.to_proto()]); } } }) .detach(); }); contexts.push(context); network.lock().add_peer(i as ReplicaId); } let mut mutation_count = operations; while mutation_count > 0 || !network.lock().is_idle() || network.lock().contains_disconnected_peers() { let context_index = rng.gen_range(0..contexts.len()); let context = &contexts[context_index]; match rng.gen_range(0..100) { 0..=29 if mutation_count > 0 => { log::info!("Context {}: edit buffer", context_index); context.update(cx, |context, cx| { context .buffer .update(cx, |buffer, cx| buffer.randomly_edit(&mut rng, 1, cx)); }); mutation_count -= 1; } 30..=44 if mutation_count > 0 => { context.update(cx, |context, cx| { let range = context.buffer.read(cx).random_byte_range(0, &mut rng); log::info!("Context {}: split message at {:?}", context_index, range); context.split_message(range, cx); }); mutation_count -= 1; } 45..=59 if mutation_count > 0 => { context.update(cx, |context, cx| { if let Some(message) = context.messages(cx).choose(&mut rng) { let role = *[Role::User, Role::Assistant, Role::System] .choose(&mut rng) .unwrap(); log::info!( "Context {}: insert message after {:?} with {:?}", context_index, message.id, role ); context.insert_message_after(message.id, role, MessageStatus::Done, cx); } }); mutation_count -= 1; } 60..=74 if mutation_count > 0 => { context.update(cx, |context, cx| { let command_text = "/".to_string() + slash_commands .command_names() .choose(&mut rng) .unwrap() .clone() .as_ref(); let command_range = context.buffer.update(cx, |buffer, cx| { let offset = buffer.random_byte_range(0, &mut rng).start; buffer.edit( [(offset..offset, format!("\n{}\n", command_text))], None, cx, ); offset + 1..offset + 1 + command_text.len() }); let output_len = rng.gen_range(1..=10); let output_text = RandomCharIter::new(&mut rng) .filter(|c| *c != '\r') .take(output_len) .collect::(); let num_sections = rng.gen_range(0..=3); let mut sections = Vec::with_capacity(num_sections); for _ in 0..num_sections { let section_start = rng.gen_range(0..output_len); let section_end = rng.gen_range(section_start..=output_len); sections.push(SlashCommandOutputSection { range: section_start..section_end, icon: ui::IconName::Ai, label: "section".into(), }); } log::info!( "Context {}: insert slash command output at {:?} with {:?}", context_index, command_range, sections ); let command_range = context.buffer.read(cx).anchor_after(command_range.start) ..context.buffer.read(cx).anchor_after(command_range.end); context.insert_command_output( command_range, Task::ready(Ok(SlashCommandOutput { text: output_text, sections, run_commands_in_text: false, })), true, cx, ); }); cx.run_until_parked(); mutation_count -= 1; } 75..=84 if mutation_count > 0 => { context.update(cx, |context, cx| { if let Some(message) = context.messages(cx).choose(&mut rng) { let new_status = match rng.gen_range(0..3) { 0 => MessageStatus::Done, 1 => MessageStatus::Pending, _ => MessageStatus::Error(SharedString::from("Random error")), }; log::info!( "Context {}: update message {:?} status to {:?}", context_index, message.id, new_status ); context.update_metadata(message.id, cx, |metadata| { metadata.status = new_status; }); } }); mutation_count -= 1; } _ => { let replica_id = context_index as ReplicaId; if network.lock().is_disconnected(replica_id) { network.lock().reconnect_peer(replica_id, 0); let (ops_to_send, ops_to_receive) = cx.read(|cx| { let host_context = &contexts[0].read(cx); let guest_context = context.read(cx); ( guest_context.serialize_ops(&host_context.version(cx), cx), host_context.serialize_ops(&guest_context.version(cx), cx), ) }); let ops_to_send = ops_to_send.await; let ops_to_receive = ops_to_receive .await .into_iter() .map(ContextOperation::from_proto) .collect::>>() .unwrap(); log::info!( "Context {}: reconnecting. Sent {} operations, received {} operations", context_index, ops_to_send.len(), ops_to_receive.len() ); network.lock().broadcast(replica_id, ops_to_send); context .update(cx, |context, cx| context.apply_ops(ops_to_receive, cx)) .unwrap(); } else if rng.gen_bool(0.1) && replica_id != 0 { log::info!("Context {}: disconnecting", context_index); network.lock().disconnect_peer(replica_id); } else if network.lock().has_unreceived(replica_id) { log::info!("Context {}: applying operations", context_index); let ops = network.lock().receive(replica_id); let ops = ops .into_iter() .map(ContextOperation::from_proto) .collect::>>() .unwrap(); context .update(cx, |context, cx| context.apply_ops(ops, cx)) .unwrap(); } } } } cx.read(|cx| { let first_context = contexts[0].read(cx); for context in &contexts[1..] { let context = context.read(cx); assert!(context.pending_ops.is_empty()); assert_eq!( context.buffer.read(cx).text(), first_context.buffer.read(cx).text(), "Context {} text != Context 0 text", context.buffer.read(cx).replica_id() ); assert_eq!( context.message_anchors, first_context.message_anchors, "Context {} messages != Context 0 messages", context.buffer.read(cx).replica_id() ); assert_eq!( context.messages_metadata, first_context.messages_metadata, "Context {} message metadata != Context 0 message metadata", context.buffer.read(cx).replica_id() ); assert_eq!( context.slash_command_output_sections, first_context.slash_command_output_sections, "Context {} slash command output sections != Context 0 slash command output sections", context.buffer.read(cx).replica_id() ); } }); } fn messages(context: &Model, cx: &AppContext) -> Vec<(MessageId, Role, Range)> { context .read(cx) .messages(cx) .map(|message| (message.id, message.role, message.offset_range)) .collect() } #[derive(Clone)] struct FakeSlashCommand(String); impl SlashCommand for FakeSlashCommand { fn name(&self) -> String { self.0.clone() } fn description(&self) -> String { format!("Fake slash command: {}", self.0) } fn menu_text(&self) -> String { format!("Run fake command: {}", self.0) } fn complete_argument( self: Arc, _arguments: &[String], _cancel: Arc, _workspace: Option>, _cx: &mut WindowContext, ) -> Task>> { Task::ready(Ok(vec![])) } fn requires_argument(&self) -> bool { false } fn run( self: Arc, _arguments: &[String], _workspace: WeakView, _delegate: Option>, _cx: &mut WindowContext, ) -> Task> { Task::ready(Ok(SlashCommandOutput { text: format!("Executed fake command: {}", self.0), sections: vec![], run_commands_in_text: false, })) } } }