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Fix cost calculation failures: Azure Graph query syntax and data parsing issues#186

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JordanHoey96 merged 4 commits intomasterfrom
copilot/fix-185
Jun 10, 2025
Merged

Fix cost calculation failures: Azure Graph query syntax and data parsing issues#186
JordanHoey96 merged 4 commits intomasterfrom
copilot/fix-185

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Copilot AI commented Jun 10, 2025

This PR fixes critical cost calculation failures introduced in PR #183 that were causing Azure Graph query parser errors and invalid data line format issues.

Issues Fixed

1. Azure Pricing API URL Syntax Error

The API URL was missing a closing quote, causing KQL parser failures:

# Before (missing closing quote)
api_url = "https://prices.azure.com/api/retail/prices?currencyCode='GBP&api-version=2021-10-01-preview"

# After (properly quoted)
api_url = "https://prices.azure.com/api/retail/prices?currencyCode='GBP'&api-version=2021-10-01-preview"

2. Azure Graph Query Field Selection Syntax

Invalid KQL syntax using ['tags'] and ['id'] was causing parser failures:

# Before (caused parser failures)
| project name, resourceGroup, subscriptionId, ['tags'], properties.sku.tier, ['id']

# After (valid KQL syntax)
| project name, resourceGroup, subscriptionId, tags, properties.sku.tier, id

3. Resource Data Format Issues

Legacy code was adding leading commas to OS type fields, creating malformed CSV data with extra empty fields:

# Before (caused lines like "VM,Standard_D8ds_v5,,Linux,47")
osType=",$nodepool_os"

# After (clean format produces "VM,Standard_D8ds_v5,Linux,47")
osType="$nodepool_os"

4. Enhanced Error Handling

Added graceful handling for existing malformed data lines:

elif len(currentLine) == 5 and currentLine[2] == "":
    # Handle malformed line: ResourceType,SKU,,OS/Tier,Count
    resource_type = str(currentLine[0])
    sku = str(currentLine[1])
    os_or_tier = str(currentLine[3])  # Skip the empty element
    count = int(currentLine[4])

Error Examples Fixed

Before: Cost calculation failed with errors like:

ERROR: {
    "code": "BadRequest",
    "details": [
        {
            "code": "ParserFailure",
            "message": "ParserFailure",
            "additionalProperties": {"expectedToken": "'"}
        }
    ]
}

Invalid line format: VM,Standard_D8ds_v5,,Linux,47
Invalid line format: VM,Standard_D4ds_v5,,Linux,12

After: All data processes successfully with proper cost calculations.

Testing

  • ✅ Python and Bash syntax validation
  • ✅ API URL syntax verification
  • ✅ Azure Graph query syntax validation
  • ✅ End-to-end cost calculation with mixed data formats
  • ✅ Backward compatibility with legacy 3-field format
  • ✅ Proper handling of malformed lines

Impact

  • Resolves Azure Graph query parser failures
  • Fixes invalid line format errors in cost calculation
  • Maintains full backward compatibility
  • Enables accurate cost estimates for all resource types

Fixes #185.

Copilot AI and others added 2 commits June 10, 2025 13:19
…sing

Co-authored-by: thomast1906 <12154020+thomast1906@users.noreply.github.com>
Co-authored-by: thomast1906 <12154020+thomast1906@users.noreply.github.com>
@thomast1906
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@copilot I dont want to use any example data if API is not available, only API data

Copilot AI changed the title [WIP] Cost calculation troubleshooting Fix cost calculation failures: Azure Graph query syntax and data parsing issues Jun 10, 2025
Copilot AI requested a review from thomast1906 June 10, 2025 13:24
Co-authored-by: thomast1906 <12154020+thomast1906@users.noreply.github.com>
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Copilot AI commented Jun 10, 2025

@copilot I dont want to use any example data if API is not available, only API data

Removed the fallback pricing mechanism completely. The cost calculator now only uses Azure Pricing API data - when the API is unavailable, it returns 0 and sets ERROR_IN_COSTS flag instead of using example data. Commit e1b87de

@JordanHoey96 JordanHoey96 marked this pull request as ready for review June 10, 2025 13:32
@JordanHoey96 JordanHoey96 requested a review from a team as a code owner June 10, 2025 13:32
@JordanHoey96 JordanHoey96 requested review from gunnertwin and varun-vijayagopal and removed request for a team June 10, 2025 13:32
@JordanHoey96 JordanHoey96 merged commit fd2b44f into master Jun 10, 2025
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Cost calculation troubleshooting

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