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Add opt-in change tracking for retirement recommendations#22

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Add opt-in change tracking for retirement recommendations#22
Copilot wants to merge 14 commits intomainfrom
copilot/add-change-tracking-feature

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Copilot AI commented Feb 15, 2026

Change Tracking Feature - Code Review Feedback Addressed ✅

All Code Review Comments Addressed

Performance improvements:

  • Changed resourceIds += $rec.ResourceId to use List<string> for better performance
  • Changed snapshot array appending to use List<object> to avoid repeated reallocations
  • Prevents O(n²) behavior when history file grows large

Robustness improvements:

  • Added null/empty checks before splitting resourceId
  • Added null-safe access for ImpactCounts hashtable keys
  • Modified unexpected Impact value handling to track (not ignore) for future-proofing
  • Handle edge cases in resource ID formatting gracefully

Stability improvements:

  • Changed default path from $PWD to $HOME for consistent file location
  • Explicit UTF-8 encoding for cross-platform compatibility
  • Updated documentation to reflect new default path

Test Coverage:

  • Added 7 comprehensive tests for Show-AzRetirementComparison function
  • Tests cover: first run, no changes, count changes, new/resolved resources, missing keys, edge cases
  • All 64 tests passing

✅ Integration tests with edge cases verified

Original prompt

As a new feature to this module add the ability for change tracking to help users easily see their progress in cleaning up resources returned as slated for retirement. The module will need to output data from an initial run to a json file. The json file should have a default file name and should be in the working directory but there should be a parameter where the user can specify another file name and path. The parameter can be used on creation of a new file or on future runs to override the default. The json file should be simple but only save data needed to compare and show increase of decrease over time. Each time the module runs there should be an update made to the json file no new file per run. The default output should be in the powershell console future versions will allow ability to export. There should be a parameter that enables this tracking so it does not run by default.


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Copilot AI and others added 3 commits February 15, 2026 15:56
Co-authored-by: cocallaw <11371083+cocallaw@users.noreply.github.com>
Co-authored-by: cocallaw <11371083+cocallaw@users.noreply.github.com>
Co-authored-by: cocallaw <11371083+cocallaw@users.noreply.github.com>
Copilot AI changed the title [WIP] Add change tracking for resource cleanup progress Add opt-in change tracking for retirement recommendations Feb 15, 2026
Copilot AI requested a review from cocallaw February 15, 2026 16:00
@cocallaw cocallaw requested review from Copilot and removed request for cocallaw February 15, 2026 16:19
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Pull request overview

This PR adds an opt-in change tracking feature to the AzRetirementMonitor module, enabling users to monitor their progress in cleaning up Azure resources slated for retirement. The implementation stores lightweight JSON snapshots after each run and displays console comparisons showing deltas in recommendation counts, impact levels, and individual resource changes.

Changes:

  • Added four new private helper functions to handle snapshot creation, history file I/O, and comparison display logic
  • Extended Get-AzRetirementRecommendation with two new optional parameters: -EnableChangeTracking and -ChangeTrackingPath
  • Added comprehensive test coverage for the new helper functions (parameter validation, snapshot creation, history save/load)
  • Updated documentation with usage examples, parameter descriptions, and workflow guidance

Reviewed changes

Copilot reviewed 7 out of 8 changed files in this pull request and generated 11 comments.

Show a summary per file
File Description
Public/Get-AzRetirementRecommendation.ps1 Added change tracking parameters and logic to create snapshots, compare with previous runs, and save history
Private/New-AzRetirementSnapshot.ps1 Creates a snapshot of current recommendations with counts by impact/resource type and resource IDs
Private/Get-AzRetirementHistory.ps1 Loads the change tracking history from a JSON file with error handling
Private/Save-AzRetirementHistory.ps1 Saves the history object to JSON file with error handling
Private/Show-AzRetirementComparison.ps1 Displays formatted console output comparing current and previous snapshots with color-coded deltas
Tests/AzRetirementMonitor.Tests.ps1 Added comprehensive tests for parameter validation and helper functions
README.md Added documentation for change tracking feature including parameters, usage examples, and workflow
.gitignore Added default history file to prevent accidental commits

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Comment on lines +66 to +68
foreach ($resourceId in $newResources) {
$resourceName = ($resourceId -split "/")[-1]
Write-Host " + $resourceName" -ForegroundColor Red
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If a resourceId is an empty string or contains only a single segment without slashes, the split operation will still work but may not produce the expected output. Consider adding a null/empty check before splitting, or handling edge cases where the resource ID format might be unexpected. This would make the function more robust against malformed data in the history file.

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@copilot add null or empty checks based on the comment above

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Already implemented in commit d30d2ff. Added null/empty checks using [string]::IsNullOrWhiteSpace() and .Contains("/") before splitting resourceId on lines 67 and 79 to handle edge cases gracefully.

cocallaw and others added 5 commits February 15, 2026 13:58
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
…tness

Co-authored-by: cocallaw <11371083+cocallaw@users.noreply.github.com>
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Copilot AI commented Feb 15, 2026

Just as a heads up, I was blocked by some firewall rules while working on your feedback. Expand below for details.

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

  • management.azure.com
    • Triggering command: /usr/bin/pwsh pwsh -Command Import-Module Pester -MinimumVersion 5.0 -ErrorAction Stop; Invoke-Pester ./Tests/AzRetirementMonitor.Tests.ps1 -Output Normal (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

@cocallaw
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@copilot management.azure.com has been added to firewall allow list for the repo

Co-authored-by: cocallaw <11371083+cocallaw@users.noreply.github.com>
Add two regression tests covering JSON round-trip edge cases when loading retirement snapshot history. The first ensures Show-AzRetirementComparison handles ImpactCounts deserialized as PSCustomObject (not hashtable) and does not throw. The second verifies @() normalization for single-snapshot history files (PS 5.1 ConvertFrom-Json behavior), ensuring the snapshots array, count and negative indexing work after reload.
Make snapshot and ImpactCounts handling robust across PowerShell versions. Show-AzRetirementComparison now detects whether ImpactCounts is a hashtable or PSCustomObject and accesses values accordingly (casting nulls to 0). Get-AzRetirementRecommendation normalizes history.Snapshots with @() to handle ConvertFrom-Json returning a bare PSCustomObject in PS 5.1, and uses a List plus AddRange(@(...)) to safely append the current snapshot. These changes fix incorrect counts and index errors when loading history from JSON.
Add a "Track Changes Over Time" section to QUICKSTART.md that documents using Get-AzRetirementRecommendation -EnableChangeTracking (and -ChangeTrackingPath) to establish a baseline and track deltas on subsequent runs. Explains history file auto-update and the console output (total and per-impact deltas, newly appeared and resolved resource IDs) to help users monitor progress resolving retirement recommendations.
Add a SuppressMessageAttribute to New-AzRetirementSnapshot to silence the PSUseShouldProcessForStateChangingFunctions analyzer. A clarifying comment explains the private function only constructs an in-memory object and does not change system state, so ShouldProcess/ShouldContinue are not applicable.
@cocallaw cocallaw requested a review from Copilot February 28, 2026 22:57
@cocallaw cocallaw marked this pull request as ready for review February 28, 2026 22:57
@cocallaw cocallaw added the enhancement New feature or request label Feb 28, 2026
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Pull request overview

Copilot reviewed 8 out of 9 changed files in this pull request and generated 4 comments.


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It "ChangeTrackingPath should have a default value" {
$cmd = Get-Command Get-AzRetirementRecommendation
$param = $cmd.Parameters['ChangeTrackingPath']
$param.Attributes.TypeId.Name | Should -Contain 'ParameterAttribute'
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The assertion in this test doesn't match the test name: checking for ParameterAttribute presence doesn't verify that ChangeTrackingPath actually has a default value. Consider asserting on $cmd.Parameters['ChangeTrackingPath'].DefaultValue (or validating the parameter definition text) so the test fails if the default is removed/changed unintentionally.

Suggested change
$param.Attributes.TypeId.Name | Should -Contain 'ParameterAttribute'
$param.DefaultValue | Should -Not -BeNullOrEmpty

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Comment on lines +1 to +3
function Save-AzRetirementHistory {
<#
.SYNOPSIS
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Save-AzRetirementHistory uses the verb Save, which is not an approved PowerShell verb and is likely to be flagged by PSScriptAnalyzer (PSUseApprovedVerbs) in CI. Consider renaming to an approved verb (e.g., Set-AzRetirementHistory or Export-AzRetirementHistory) and updating call sites/tests accordingly.

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Comment on lines +67 to +70

$newResources = $currentResourceIds | Where-Object { $_ -notin $previousResourceIds }
$resolvedResources = $previousResourceIds | Where-Object { $_ -notin $currentResourceIds }

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The new/resolved resource calculations use Where-Object { $_ -notin $otherList }, which does an O(n*m) membership scan and can become a hot spot when many resource IDs are tracked. Consider converting one side to a HashSet[string] (or a hashtable lookup) and doing O(1) membership checks to keep comparisons fast as history grows.

Suggested change
$newResources = $currentResourceIds | Where-Object { $_ -notin $previousResourceIds }
$resolvedResources = $previousResourceIds | Where-Object { $_ -notin $currentResourceIds }
# Use hash sets for efficient membership checks instead of O(n*m) -notin scans
$previousIdSet = [System.Collections.Generic.HashSet[string]]::new([string[]]$previousResourceIds)
$currentIdSet = [System.Collections.Generic.HashSet[string]]::new([string[]]$currentResourceIds)
$newResources = $currentResourceIds | Where-Object { -not $previousIdSet.Contains([string]$_) }
$resolvedResources = $previousResourceIds | Where-Object { -not $currentIdSet.Contains([string]$_) }

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Comment on lines +916 to +920
$testHistory | ConvertTo-Json -Depth 10 | Set-Content -Path $testPath

$module = Get-Module AzRetirementMonitor
$loaded = & $module { param($p) Get-AzRetirementHistory -Path $p } $testPath

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This test writes the JSON history file with Set-Content without specifying -Encoding, but Get-AzRetirementHistory reads with -Encoding utf8. On Windows PowerShell 5.1, Set-Content defaults to UTF-16LE, which can make this test (and the scenario it models) fail. Use Save-AzRetirementHistory to write the file, or specify -Encoding utf8 here for consistent cross-version behavior.

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3 participants