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Copilot AI commented Nov 24, 2025

Overview

Displays goal progress charts in buzz review showing datapoints and bright red line within the Beeminder API's tmin/tmax timeframe (falls back to last 30 days).

Changes

Goal struct (beeminder.go)

  • Added fields: Yaw, Dir, Kyoom, Roadall, Tmin, Tmax

Review model (review.go)

  • Lazy-loads goal details on demand with caching to avoid redundant API calls
  • Now uses asciigraph library for chart rendering
  • Added getRoadValueAtTime(): interpolates road values from Roadall segments (handles both timestamp floats and date strings)
  • Added getRoadValuesForTimeframe(): calculates road values per chart column for continuous road line display
  • Fixed cumulative goal handling:
    • Calculates running sum from ALL datapoints before filtering to timeframe
    • Always adds a starting point at the beginning of the timeframe with the correct cumulative sum
    • Improved interpolation between sparse datapoints
  • Fixed road value extrapolation: When the visible timeframe starts before the first road segment, now extrapolates backwards using the first segment's rate instead of returning 0
  • Chart only renders when detailed goal data available

Visual output

  • Blue line: datapoints (with proper interpolation)
  • Red line: bright red line (the road/target line)
  • Professional ASCII graph rendering with proper interpolation

Tests (chart_test.go)

  • Coverage for cumulative/non-cumulative goals, do-more/do-less, edge cases (empty data, single point)

Example Output

Goal Progress Chart - Do More (Cumulative)
Timeframe: Oct 26 to Nov 25, 2025

 51020 ┤                                                                     ╭─────────
 50700 ┤                                                          ╭──────────╯   ╭─────
 50379 ┤                                                  ╭───────╯    ╭─────────╯
 50059 ┤                                        ╭─────────╯    ╭───────╯
 49738 ┤                             ╭──────────╯ ╭────────────╯
 49418 ┤                     ╭───────╯       ╭────╯
 49098 ┤             ╭───────╯    ╭──────────╯
 48777 ┤     ╭───────╯       ╭────╯
 48457 ┼─────╯  ╭────────────╯
 48136 ┤╭───────╯
 47816 ┼╯
                             Blue: datapoints, Red: bright red line

For cumulative goals, the chart correctly shows datapoints and road values, with proper extrapolation when the visible timeframe extends before the first road segment.

Original prompt

This section details on the original issue you should resolve

<issue_title>Display goal graphs in buzz review</issue_title>
<issue_description>## Overview
Display goal graphs in buzz review to provide visual feedback on goal progress, showing both datapoints and the yellow brick road.

Implementation Plan

ASCII Chart Visualization

Add an in-terminal ASCII chart that displays goal progress with the following features:

Required Goal Data Fields (add to Goal struct in beeminder.go):

  • Yaw (int): Indicates which side is good (+1 = above road, -1 = below road)
  • Dir (int): Direction of road slope
  • Kyoom (bool): Whether goal is cumulative/auto-summing
  • Roadall ([][]any): Yellow brick road segments [date, value, rate]
  • Tmin (string): Min date for graph view (yyyy-mm-dd format)
  • Tmax (string): Max date for graph view (yyyy-mm-dd format)

Chart Features:

  • ✅ Shows datapoints within the tmin to tmax timeframe
  • ✅ Fallback to last 30 days if tmin/tmax not available
  • ✅ Displays yellow brick road target line
  • ✅ Handles cumulative vs non-cumulative goals correctly
    • Cumulative: sums datapoint values progressively
    • Non-cumulative: uses actual datapoint values
  • ✅ Visual indicators:
    • = datapoint on good side of road
    • = datapoint on bad side of road
    • = yellow brick road target line
    • = datapoint exactly on target
  • ✅ Shows goal type and side requirement in header
  • ✅ Displays timeframe information in header
  • ✅ Includes legend for clarity

Implementation Location:

  • Add renderGoalChart() function to handle chart rendering logic
  • Add getRoadValuesForTimeframe() to calculate road values for datapoint timestamps
  • Add getRoadValueAtTime() for road value interpolation
  • Integrate into review.go View() method after goal details section

Technical Details

Data Flow:

  1. Fetch goals with extended fields (yaw, kyoom, roadall, tmin, tmax)
  2. Parse tmin/tmax date strings (yyyy-mm-dd format) to determine timeframe
  3. Filter datapoints to only those within the timeframe
  4. Process datapoints based on cumulative setting
  5. Calculate road values for visualization timeframe
  6. Render ASCII chart with proper scaling
  7. Display in review interface with styled border

Edge Cases to Handle:

  • Goals with no datapoints
  • Goals with no datapoints in the specified timeframe
  • Goals with no road data
  • Missing or invalid tmin/tmax values (fallback to last 30 days)
  • Cumulative goals requiring value summation
  • Different road segment formats (timestamps, daystamps)
  • Terminal width constraints

Success Criteria

  • Chart displays correctly for both cumulative and non-cumulative goals
  • Visual distinction between datapoints on good/bad side of road
  • Yellow brick road target line is accurately plotted
  • Chart respects tmin/tmax timeframe from Beeminder API
  • Fallback to last 30 days when tmin/tmax unavailable
  • Chart scales properly to terminal width
  • Works across different terminal sizes

Related Issues

Additional enhancements have been extracted to separate issues for better tracking.</issue_description>

Comments on the Issue (you are @copilot in this section)

@narthur @coderabbitai How would we go about doing this? @narthur @coderabbitai Chart rendering needs to take into account whether the goal is set to cumulative or not. And it should display both the datapoints as well as the line that the datapoints need to respect (whether beneath or above). @narthur @coderabbitai Please update this issue's description with our implementation plan @narthur @coderabbitai Phases 2 and 3 should be extracted to new separate issues @narthur @coderabbitai Instead of just using the last 30 days, we should respect `tmin` and `tmax`. @narthur @coderabbitai Please update the issue's description accordingly

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Copilot AI and others added 3 commits November 24, 2025 15:38
- Added Yaw, Dir, Kyoom, Roadall, Tmin, Tmax fields to Goal struct
- Implemented renderGoalChart() to display ASCII chart with datapoints and road
- Added getRoadValuesForTimeframe() and getRoadValueAtTime() for road interpolation
- Modified review model to fetch detailed goal data on demand
- Chart shows datapoints with visual indicators (●/○) based on good/bad side
- Displays yellow brick road target line and handles cumulative goals
- Respects tmin/tmax timeframe with fallback to last 30 days
- Updated test to reflect new Init() behavior

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
- Added tests for renderGoalChart with various scenarios
- Tests for cumulative vs non-cumulative goals
- Tests for do-more vs do-less goals
- Tests for getRoadValueAtTime with timestamps and date strings
- Tests for getRoadValuesForTimeframe
- All tests pass successfully

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
- Replace bubble sort with sort.Slice for O(n log n) performance
- Add edge case handling for numPoints == 1 to prevent division by zero
- Both issues identified in code review

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
Copilot AI changed the title [WIP] Add goal graphs to buzz review for visual progress feat: add ASCII chart visualization to buzz review Nov 24, 2025
Copilot AI requested a review from narthur November 24, 2025 15:48
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narthur commented Nov 24, 2025

@copilot I see the datapoints on your example output, but I don't see the "bright red line" (used to be called yellow brick road) on the graph.

- Calculate road values per chart column instead of per datapoint
- Road line now renders continuously as ─ characters across the chart
- Added test to verify road line is present in chart output

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
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Copilot AI commented Nov 24, 2025

@copilot I see the datapoints on your example output, but I don't see the "bright red line" (used to be called yellow brick road) on the graph.

The example output in the PR description was incorrect - the actual code does render the road line. I've improved the implementation in commit 8f3aff4 to ensure the road line () displays continuously across the full chart width by calculating road values per column instead of per datapoint. The PR description now shows an accurate example with the road line visible.

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narthur commented Nov 24, 2025

@copilot Could we improve the bright red line rendering using ascii rounded corner characters? I've used ascii graph rendering libraries in the past that achieved this.

- Add getRoadCharacter() function for smooth ASCII road line rendering
- Use rounded corner characters (╭╮╯╰) when road changes direction
- Add division by zero protection and array bounds checking
- Update terminology from "yellow brick road" to "bright red line"

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
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Copilot AI commented Nov 24, 2025

@copilot Could we improve the bright red line rendering using ascii rounded corner characters? I've used ascii graph rendering libraries in the past that achieved this.

Added rounded corner characters (╭╮╯╰) in commit 32ef425. The road line now uses these characters when the road changes direction for a smoother visual appearance. Also updated terminology from "yellow brick road" to "bright red line".

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  • https://api.github.com/repos/pinepeakdigital/buzz/releases/latest
    • Triggering command: /tmp/go-build2920464457/b001/buzz.test /tmp/go-build2920464457/b001/buzz.test -test.paniconexit0 -test.timeout=10m0s -test.v=true (http block)
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@narthur narthur marked this pull request as ready for review November 24, 2025 20:48
Copilot AI review requested due to automatic review settings November 24, 2025 20:48
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Pull request overview

This PR adds ASCII chart visualization to the buzz review command, displaying goal progress with datapoints and the yellow brick road within the Beeminder API's tmin/tmax timeframe. The implementation includes lazy-loading of detailed goal data with caching to minimize API calls.

Key Changes

  • Added chart rendering functionality with configurable dimensions showing datapoints, road line, and appropriate visual indicators based on goal type (do-more vs do-less)
  • Implemented lazy-loading pattern for goal details with caching to avoid redundant API calls when navigating between goals
  • Extended Goal struct with chart-related fields: Yaw, Dir, Kyoom, Roadall, Tmin, Tmax

Reviewed changes

Copilot reviewed 4 out of 4 changed files in this pull request and generated 8 comments.

File Description
review.go Added chart rendering logic, lazy-loading mechanism for goal details, and helper functions for road value interpolation
review_test.go Updated test to verify Init() returns a command for fetching goal details
chart_test.go Added comprehensive test coverage for chart rendering including cumulative/non-cumulative goals, do-more/do-less types, and edge cases
beeminder.go Extended Goal struct with fields needed for chart visualization (Yaw, Dir, Kyoom, Roadall, Tmin, Tmax)

return chart.String()
}

// getRoadValuesForTimeframe calculates road values for each datapoint timestamp
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The function comment states it "calculates road values for each datapoint timestamp" but the function actually calculates road values for each column in the chart (based on numPoints parameter), not for each datapoint. The comment should be updated to accurately reflect this, e.g., "calculates road values for evenly distributed points across the timeframe".

Suggested change
// getRoadValuesForTimeframe calculates road values for each datapoint timestamp
// getRoadValuesForTimeframe calculates road values for evenly distributed points across the timeframe

Copilot uses AI. Check for mistakes.
review.go Outdated
Comment on lines 594 to 596
switch v := segment[1].(type) {
case float64:
segValue = v
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The code doesn't validate that segment and nextSegment arrays have the expected number of elements before accessing them. If a segment has fewer than 3 elements (e.g., missing the rate at index 2), the code will proceed with rate = 0 (line 592), but if it has fewer than 2 elements (missing the value at index 1), accessing segment[1] at line 594 will cause a panic. Consider adding length validation before accessing array elements.

Suggested change
switch v := segment[1].(type) {
case float64:
segValue = v
if len(segment) > 1 {
switch v := segment[1].(type) {
case float64:
segValue = v
}

Copilot uses AI. Check for mistakes.
Comment on lines +616 to +622
lastSegment := goal.Roadall[len(goal.Roadall)-1]
if len(lastSegment) > 1 {
switch v := lastSegment[1].(type) {
case float64:
return v
}
}
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The code checks len(lastSegment) > 1 before accessing lastSegment[1], but the same validation is missing for earlier segments at line 594 where segment[1] is accessed. This inconsistency suggests the check at line 617 was added to prevent a panic, but the same check should be applied to all segment array accesses.

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review.go Outdated
Foreground(lipgloss.Color("241")).
Padding(0, 2)

legend := "Legend: ● = on good side ○ = on bad side ─ = bright red line █ = on target"
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The legend states "bright red line" but the road line characters are rendered without any color styling applied. The road line is rendered in the default terminal color, not red. Either apply red color styling using lipgloss (e.g., lipgloss.NewStyle().Foreground(lipgloss.Color("9"))) to the road characters, or update the legend text to accurately reflect the actual rendering (e.g., "─ = road line").

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Comment on lines +437 to +439
goalType := "Do More"
if goal.Yaw == -1 {
goalType = "Do Less"
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The code assumes goal.Yaw is either 1 or -1, but doesn't handle other potential values. If goal.Yaw is 0 or any other value, the goal type will default to "Do More" (line 437-440), which may be incorrect. Consider adding validation or a default case to handle unexpected Yaw values explicitly.

Suggested change
goalType := "Do More"
if goal.Yaw == -1 {
goalType = "Do Less"
goalType := ""
if goal.Yaw == 1 {
goalType = "Do More"
} else if goal.Yaw == -1 {
goalType = "Do Less"
} else {
goalType = fmt.Sprintf("Unknown (Yaw=%v)", goal.Yaw)

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review.go Outdated
Comment on lines 465 to 470
// Calculate which datapoint this column represents
dpIndex := (col * len(processedDatapoints)) / chartWidth
if dpIndex >= len(processedDatapoints) {
dpIndex = len(processedDatapoints) - 1
}
dp := processedDatapoints[dpIndex]
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The datapoint positioning logic doesn't correctly map datapoints to their actual timestamps on the chart. Line 466 uses dpIndex = (col * len(processedDatapoints)) / chartWidth, which distributes datapoints evenly across columns regardless of their actual timestamps. This means a datapoint that occurred at the start of the timeframe will be rendered incorrectly if there are other datapoints. Instead, calculate the timestamp represented by each column based on the timeframe (startTime to endTime), then find the nearest datapoint to that timestamp.

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Comment on lines +571 to +587
case string:
// Try parsing as date string
parsedTime, err := time.Parse("2006-01-02", v)
if err == nil {
segTime = parsedTime.Unix()
}
}

switch v := nextSegment[0].(type) {
case float64:
nextSegTime = int64(v)
case string:
parsedTime, err := time.Parse("2006-01-02", v)
if err == nil {
nextSegTime = parsedTime.Unix()
}
}
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When parsing date strings fails (lines 573-576 and 583-586), the code silently continues with segTime or nextSegTime remaining as 0 (their zero value). This means unparseable date strings will be treated as Unix epoch (Jan 1, 1970), which could lead to incorrect road value calculations. Consider logging the error or returning an error from the function to make parsing failures explicit.

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Comment on lines 57 to 62
func (m reviewModel) Init() tea.Cmd {
// Fetch details for the first goal
if len(m.goals) > 0 {
return fetchGoalDetailsCmd(m.config, m.goals[0].Slug)
}
return nil
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The Init() function fetches goal details but doesn't set m.loading = true, so the loading indicator won't be displayed during the initial fetch. Consider setting loading to true in the initialReviewModel function (line 34) when there are goals, or return a batch command from Init() that both sets loading state and fetches details.

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narthur commented Nov 24, 2025

@copilot The output isn't correct yet I don't think.

 Goal Progress Chart - Do More (Cumulative)  
  Timeframe: Oct 25 to Nov 24, 2025  

55798.2 │                                                                                
49045.9 │─────────────────────────────────│╮─────────────────────────────────────────────
42293.7 │                                                                                
35541.4 │                                                                                
28789.1 │                                                                                
22036.9 │                                                                                
15284.6 │                                                                                
8532.3 │                                                                                
1780.1 │○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○○
-4972.2 │                                                                                
       └────────────────────────────────────────────────────────────────────────────────
  Legend: ● = on good side  ○ = on bad side  ─ = bright red line  █ = on target  

For cumulative goals, now calculates running sum from ALL datapoints
before filtering to timeframe. This ensures datapoints within the
visible timeframe show their true cumulative values, which correctly
positions them relative to the road line.

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
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Copilot AI commented Nov 24, 2025

@copilot The output isn't correct yet I don't think.

...

Fixed in commit be3ff57. The issue was that for cumulative goals, we were only summing datapoints within the filtered timeframe instead of calculating the running sum from ALL datapoints. Now the code correctly calculates cumulative totals from all historical datapoints before filtering, so datapoints show their true cumulative values relative to the road line.

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narthur commented Nov 25, 2025

@copilot Seems like it's looking better, but the corners are in the wrong place.

Goal Progress Chart - Do More (Cumulative)  
  Timeframe: Oct 26 to Nov 25, 2025  

51340.4 │                                                                                
50913.2 │                                                                      ●●●●●●●███
50486.0 │                                                      ●●●●●●●●●●●●●     ──│╮─   
50058.8 │                                        ●●●●●●●●●●●●●●  ───────│╮───────        
49631.6 │                              ●●●●●●●●●●   ───────│╮────                        
49204.4 │                   ●●●●●●●●●●●  ─────│╮────                                     
48777.2 │      ●●●●●●●●●●      ────│╮────                                                
48350.0 │●●●●●●   ────│╮───────                                                          
47922.8 ││╮───────                                                                       
47495.6 │                                                                                
       └────────────────────────────────────────────────────────────────────────────────
  Legend: ● = on good side  ○ = on bad side  ─ = bright red line  █ = on target  
                                                                                               
  Navigation: ← → (or h l, or j k, or p n)  |  Open in browser: o or Enter  |  Quit: q or Esc

Would it be easier if we used something like asciigraph?

https://github.com/guptarohit/asciigraph

Replace custom ASCII chart rendering with asciigraph library for:
- Cleaner, more professional looking graphs
- Proper line interpolation and rendering
- Built-in multi-series support (datapoints vs road line)
- Better handling of edge cases

The chart now shows datapoints in blue and the bright red line in red,
with a caption explaining the colors.

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
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Copilot AI commented Nov 25, 2025

@copilot Seems like it's looking better, but the corners are in the wrong place.

...

Integrated asciigraph library in commit 64fb2ce. The chart now uses proper line rendering with rounded corners. Datapoints are shown in blue and the bright red line in red, with a caption at the bottom explaining the colors.

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narthur commented Nov 25, 2025

@copilot It's looking much better, but still inconsistent.

The graph for the active goal looks great:

Goal: active 
 Goal 1 of 62 

  Title:       #autodialStrict #autodialMax=60  
  Limsum:      +14 in 7 days                    
  Deadline:    Tue Dec 2, 2025 at 11:59 PM EST  
  Due time:    12:00 AM                         
  Pledge:      $5.00                            
  Rate:        60 minutes / day                 
  Autodata:    fitbit                           
  Autoratchet: 7                                
                                                

  Goal Progress Chart - Do More (Cumulative)  
  Timeframe: Oct 26 to Nov 25, 2025  

 51020 ┤                                                                     ╭─────────
 50700 ┤                                                          ╭──────────╯   ╭─────
 50379 ┤                                                  ╭───────╯    ╭─────────╯
 50059 ┤                                        ╭─────────╯    ╭───────╯
 49738 ┤                             ╭──────────╯ ╭────────────╯
 49418 ┤                     ╭───────╯       ╭────╯
 49098 ┤             ╭───────╯    ╭──────────╯
 48777 ┤     ╭───────╯       ╭────╯
 48457 ┼─────╯  ╭────────────╯
 48136 ┤╭───────╯
 47816 ┼╯
                             Blue: datapoints, Red: bright red line

But the graph for many other goals shows both lines as completely flat even though looking at Beeminder's graphs they are steadily increasing.

Example, auto:

Goal: auto 
 Goal 2 of 62 

  Title:       Make life more ADHD-friendly. #autodialMax=2 #autodialMin=0.1  
  Limsum:      +1 in 0 days                                                   
  Deadline:    Wed Nov 26, 2025 at 8:29 AM EST                                
  Due time:    8:30 AM                                                        
  Pledge:      $10.00                                                         
  Rate:        0.8666666666666667 improvements / day                          
  Autodata:                                                                   
  Autoratchet: 7                                                              
                                                                              

  Goal Progress Chart - Do More (Cumulative)  
  Timeframe: Oct 26 to Nov 25, 2025  

 2604 ┼───────────────────────────────────────────────────────────────────────────────
 2344 ┤
 2083 ┤
 1823 ┤
 1562 ┤
 1302 ┤
 1042 ┤
  781 ┤
  521 ┤
  260 ┤
    0 ┼───────────────────────────────────────────────────────────────────────────────
                            Blue: datapoints, Red: bright red line

- Always add starting point at beginning of timeframe with correct
  cumulative sum for cumulative goals
- Improved interpolation between datapoints for smoother lines
- Fixed condition to allow startSum of 0 when there are datapoints
- Optimized prepend operation using pre-allocated slice

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
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Copilot AI commented Nov 25, 2025

@copilot It's looking much better, but still inconsistent.

The graph for the active goal looks great:
...

Fixed in commit e3cf30e. The issue was that for cumulative goals, when datapoints are sparse within the visible timeframe, the chart wasn't showing the correct starting value. Now:

  1. For cumulative goals, we always add a starting point at the beginning of the timeframe with the correct cumulative sum from all historical datapoints
  2. Improved interpolation between sparse datapoints for smoother lines

This should fix goals like "auto" that have sparse datapoints within the visible timeframe.

@narthur
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narthur commented Nov 25, 2025

@copilot This did not fix the issue. Also the data for auto is not sparse. I think the issue is that it's showing the bright red line at 0 instead of where it should be, near 2500. So since the scale of the graph for the range is so large (incorrectly), it appears that the data line is flat. So I think the issue may just be the bright red line.

When the visible timeframe starts before the first road segment in
Roadall, the road value was incorrectly returning 0. Now extrapolates
backwards using the first segment's value and rate, which fixes the
issue where the road line appeared at 0 causing a compressed Y-axis.

Co-authored-by: narthur <4655422+narthur@users.noreply.github.com>
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Copilot AI commented Nov 25, 2025

@copilot This did not fix the issue. Also the data for auto is not sparse. I think the issue is that it's showing the bright red line at 0 instead of where it should be, near 2500. So since the scale ...

Fixed in commit 7aed885. The issue was that when the visible timeframe (tmin/tmax) starts before the first road segment in Roadall, the getRoadValueAtTime() function was returning 0 instead of extrapolating backwards using the first segment's rate.

Now the function correctly extrapolates the road value backwards: firstValue - (rate * daysBefore), which should place the road line at the correct value (~2500) instead of 0.

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Display goal graphs in buzz review

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