use std::{ops::Range, sync::Arc}; use cloud_llm_client::{EditPredictionRejectReason, PredictEditsRequestTrigger}; use edit_prediction_types::{PredictedCursorPosition, interpolate_edits}; use gpui::{AsyncApp, Entity, SharedString}; use language::{Anchor, Buffer, BufferSnapshot, EditPreview, TextBufferSnapshot}; use zeta_prompt::{Zeta2PromptInput, Zeta3PromptInput}; #[derive(Clone, Default, Debug, PartialEq, Eq, Hash)] pub struct EditPredictionId(pub SharedString); impl From for gpui::ElementId { fn from(value: EditPredictionId) -> Self { gpui::ElementId::Name(value.0) } } impl std::fmt::Display for EditPredictionId { fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { write!(f, "{}", self.0) } } #[derive(Clone, serde::Serialize)] #[serde(tag = "version", content = "input")] pub enum EditPredictionInputs { V2(Zeta2PromptInput), V3(Zeta3PromptInput), } /// A prediction response that was returned from the provider, whether it was ultimately valid or not. pub struct EditPredictionResult { pub prediction: EditPrediction, pub reject_reason: Option, pub e2e_latency: std::time::Duration, } impl EditPredictionResult { pub async fn new( id: EditPredictionId, edited_buffer: &Entity, edited_buffer_snapshot: &BufferSnapshot, edits: Arc<[(Range, Arc)]>, cursor_position: Option, editable_range: Option>, inputs: EditPredictionInputs, model_version: Option, trigger: PredictEditsRequestTrigger, e2e_latency: std::time::Duration, cx: &mut AsyncApp, ) -> Self { let (edits, reject_reason, new_snapshot): ( Arc<[(Range, Arc)]>, Option, Option, ) = if edits.is_empty() { ( Arc::default(), Some(EditPredictionRejectReason::Empty), None, ) } else { edited_buffer.read_with(cx, |buffer, _cx| { let new_snapshot = buffer.snapshot(); match interpolate_edits(&edited_buffer_snapshot, &new_snapshot, &edits) { Some(edits) if edits.is_empty() => ( Arc::default(), Some(EditPredictionRejectReason::InterpolatedEmpty), None, ), Some(edits) => (Arc::from(edits), None, Some(new_snapshot)), None => ( Arc::default(), Some(EditPredictionRejectReason::InterpolateFailed), None, ), } }) }; let snapshot = new_snapshot.unwrap_or_else(|| edited_buffer_snapshot.clone()); let edit_preview = if !edits.is_empty() { edited_buffer .read_with(cx, |buffer, cx| buffer.preview_edits(edits.clone(), cx)) .await } else { EditPreview::unchanged(edited_buffer_snapshot) }; Self { prediction: EditPrediction { id, edits, cursor_position, editable_range, snapshot, edit_preview, inputs, buffer: edited_buffer.clone(), model_version, trigger, }, reject_reason, e2e_latency, } } pub fn new_rejected( id: EditPredictionId, edited_buffer: &Entity, edited_buffer_snapshot: &BufferSnapshot, inputs: EditPredictionInputs, model_version: Option, trigger: PredictEditsRequestTrigger, e2e_latency: std::time::Duration, reject_reason: EditPredictionRejectReason, ) -> Self { Self { prediction: EditPrediction { id, edits: Arc::default(), cursor_position: None, editable_range: None, snapshot: edited_buffer_snapshot.clone(), edit_preview: EditPreview::unchanged(edited_buffer_snapshot), inputs, buffer: edited_buffer.clone(), model_version, trigger, }, reject_reason: Some(reject_reason), e2e_latency, } } } #[derive(Clone)] pub struct EditPrediction { pub id: EditPredictionId, pub edits: Arc<[(Range, Arc)]>, pub cursor_position: Option, pub editable_range: Option>, pub snapshot: BufferSnapshot, pub edit_preview: EditPreview, pub inputs: EditPredictionInputs, pub buffer: Entity, pub model_version: Option, pub trigger: PredictEditsRequestTrigger, } impl EditPrediction { pub fn interpolate( &self, new_snapshot: &TextBufferSnapshot, ) -> Option, Arc)>> { interpolate_edits(&self.snapshot, new_snapshot, &self.edits) } pub fn targets_buffer(&self, buffer: &Buffer) -> bool { self.snapshot.remote_id() == buffer.remote_id() } } impl std::fmt::Debug for EditPrediction { fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { f.debug_struct("EditPrediction") .field("id", &self.id) .field("edits", &self.edits) .finish() } } #[cfg(test)] mod tests { use std::path::Path; use super::*; use gpui::{App, Entity, TestAppContext, prelude::*}; use language::{Buffer, ToOffset as _}; use zeta_prompt::Zeta2PromptInput; #[gpui::test] async fn test_edit_prediction_basic_interpolation(cx: &mut TestAppContext) { let buffer = cx.new(|cx| Buffer::local("Lorem ipsum dolor", cx)); let edits: Arc<[(Range, Arc)]> = cx.update(|cx| { to_prediction_edits([(2..5, "REM".into()), (9..11, "".into())], &buffer, cx).into() }); let edit_preview = cx .read(|cx| buffer.read(cx).preview_edits(edits.clone(), cx)) .await; let prediction = EditPrediction { id: EditPredictionId("prediction-1".into()), edits, cursor_position: None, editable_range: None, snapshot: cx.read(|cx| buffer.read(cx).snapshot()), buffer: buffer.clone(), edit_preview, model_version: None, trigger: PredictEditsRequestTrigger::Other, inputs: EditPredictionInputs::V2(Zeta2PromptInput { events: vec![], related_files: Some(vec![]), active_buffer_diagnostics: vec![], cursor_path: Path::new("path.txt").into(), cursor_offset_in_excerpt: 0, cursor_excerpt: "".into(), excerpt_start_row: None, excerpt_ranges: Default::default(), syntax_ranges: None, in_open_source_repo: false, can_collect_data: false, repo_url: None, }), }; cx.update(|cx| { assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(2..5, "REM".into()), (9..11, "".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(2..5, "")], None, cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(2..2, "REM".into()), (6..8, "".into())] ); buffer.update(cx, |buffer, cx| buffer.undo(cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(2..5, "REM".into()), (9..11, "".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(2..5, "R")], None, cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(3..3, "EM".into()), (7..9, "".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(3..3, "E")], None, cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(4..4, "M".into()), (8..10, "".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(4..4, "M")], None, cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(9..11, "".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(4..5, "")], None, cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(4..4, "M".into()), (8..10, "".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(8..10, "")], None, cx)); assert_eq!( from_prediction_edits( &prediction.interpolate(&buffer.read(cx).snapshot()).unwrap(), &buffer, cx ), vec![(4..4, "M".into())] ); buffer.update(cx, |buffer, cx| buffer.edit([(4..6, "")], None, cx)); assert_eq!(prediction.interpolate(&buffer.read(cx).snapshot()), None); }) } fn to_prediction_edits( iterator: impl IntoIterator, Arc)>, buffer: &Entity, cx: &App, ) -> Vec<(Range, Arc)> { let buffer = buffer.read(cx); iterator .into_iter() .map(|(range, text)| { ( buffer.anchor_after(range.start)..buffer.anchor_before(range.end), text, ) }) .collect() } fn from_prediction_edits( editor_edits: &[(Range, Arc)], buffer: &Entity, cx: &App, ) -> Vec<(Range, Arc)> { let buffer = buffer.read(cx); editor_edits .iter() .map(|(range, text)| { ( range.start.to_offset(buffer)..range.end.to_offset(buffer), text.clone(), ) }) .collect() } }