PANTOhealth — Frontend Developer Technical Test

data.json

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requirements.md

Frontend Developer Technical Test

Goal

Build a React app that loads chart data from data.json and displays it using D3.js. The app should detect the chart type (single-series or multi-series) from the data format and render it.

Requirements

1. Input Data

The application will receive chart definitions in the following format (provided in data.json):

[
  {
    "title": "single series chart",
    "data": [[timestamp, value]]
  },
  {
    "title": "multi series chart",
    "data": [[timestamp, [value1, value2, value3]]]
  }
]

• Single-series chart:
  • value is a single number.
  • Example: [[53, -0.056], [58, null], [63, 0.112]]
• Multi-series chart:
  • value is an array of multiple values (e.g., 3 values representing different cables).
  • Example: [[0, [34, 45, 75]], [10, [53, 84, 34]]]

2. Chart Rendering Rules

• Chart Type Detection: Automatically detect chart type by checking if value is a number (single-series) or an array (multi-series).
• Single-Series Chart:
  • Render a single continuous line using D3.js.
  • Skip any points where value is null.
• Multi-Series Chart:
  • Extract each of the three series from value.
  • Render three continuous lines (one per series) in the same chart:
    • First line: Blue
    • Second line: Green
    • Third line: Red
  • For each line, skip only points where its own value is null (other lines should still render if they have valid data at that timestamp).
• Chart Titles: Display the title above each chart.
• Styling: No specific design or responsiveness is required. Focus on functionality.

3. Implementation Details

• Use React (JavaScript or TypeScript — candidate’s choice).
• Use D3.js for rendering charts.
• Loop through all chart objects in data.json and render them dynamically.
• Code must be clean, readable, and maintainable.
• You may use AI tools to accelerate your work, but you must fully understand your code.

Reviewer Checklist

Functionality

• Reads data.json correctly and processes all chart entries.
• Detects chart type (single vs multi) without hardcoding.
• Handles null values correctly (skips plotting them).
• Single-series chart: renders a correct D3 line chart.
• Multi-series chart: renders three correct D3 line charts in one chart with correct colors (Blue, Green, Red).
• Displays title above each chart.

Code Quality

• Code is modular (charts rendered by reusable components/functions).
• No unnecessary complexity or unused code.
• Variables, functions, and components have clear, descriptive names.
• Proper error handling for unexpected data (extra credit if added).

Performance & Logic

• Loops through all charts dynamically without manual chart-specific code.
• D3 rendering is correct and updates as expected.

Questions?

If you have any questions about the test or requirements, feel free to email:
[email protected]