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Add default OTEL telemetry settings to dab init config generation#3162

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copilot/add-default-otel-settings
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Add default OTEL telemetry settings to dab init config generation#3162
Copilot wants to merge 4 commits intomainfrom
copilot/add-default-otel-settings

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Copilot AI commented Feb 25, 2026

Why make this change?

dab init generates config with no telemetry section, requiring users to manually edit config or run dab add-telemetry to enable standard OpenTelemetry workflows. This is friction for .NET/Aspire and containerized scenarios where OTEL env vars are already set by the orchestrator.

What is this change?

Adds default OpenTelemetry config to TryCreateRuntimeConfig() using @env() references for standard OTEL environment variables. The generated config now includes:

"telemetry": {
  "open-telemetry": {
    "enabled": true,
    "endpoint": "@env('OTEL_EXPORTER_OTLP_ENDPOINT')",
    "headers": "@env('OTEL_EXPORTER_OTLP_HEADERS')",
    "service-name": "@env('OTEL_SERVICE_NAME')"
  }
}
  • src/Cli/ConfigGenerator.cs — Added TelemetryOptions with OpenTelemetryOptions to the RuntimeConfig constructed during init.
  • 31 Verify snapshot files — Updated to reflect the new telemetry section.
  • src/Cli.Tests/EndToEndTests.cs — E2E tests that deserialize init-generated config with doReplaceEnvVar: true now use EnvironmentVariableReplacementFailureMode.Ignore so unset OTEL env vars don't throw. TestAddTelemetry assertion updated since telemetry is no longer null after init.

How was this tested?

  • Integration Tests
  • Unit Tests

All 43 InitTests pass. EndToEndTests.TestInitForCosmosDBNoSql passes. E2E tests for TestInitializingRestAndGraphQLGlobalSettings, TestEnablingMultipleCreateOperation, and TestAddTelemetry updated to accommodate new defaults.

Sample Request(s)

dab init --database-type mssql --connection-string "Server=localhost;Database=mydb;"

Generated dab-config.json now includes the telemetry.open-telemetry section with @env() references. If the OTEL env vars are set at runtime (e.g., by Aspire or a container orchestrator), telemetry export works automatically. If unset, the @env() values remain as-is and telemetry gracefully falls back.

Original prompt

This section details on the original issue you should resolve

<issue_title>dab init should automatically include default OTEL settings </issue_title>
<issue_description>## Problem
Currently, when running dab init, the generated dab-config.json does NOT include default configuration for OpenTelemetry telemetry using the standard OTEL_* environment variables (such as OTEL_EXPORTER_OTLP_ENDPOINT, OTEL_SERVICE_NAME, etc.). This makes DAB out-of-the-box telemetry support useless compared to typical .NET applications and Aspire scenarios.

Proposal

When dab init is run in the CLI, if the telemetry section is being generated (or whenever the user chooses to include telemetry), automatically add the following default values to dab-config.json:

"telemetry": {
  "open-telemetry": {
    "enabled": true,
    "endpoint": "@env('OTEL_EXPORTER_OTLP_ENDPOINT')",
    "headers": "@env('OTEL_EXPORTER_OTLP_HEADERS')",
    "exporter-protocol": "@env('OTEL_EXPORTER_OTLP_PROTOCOL')",
    "service-name": "@env('OTEL_SERVICE_NAME')"
  }
}

These defaults should follow the documented OTEL env variable mapping, so users can use standard .NET/OTEL workflows with container orchestrators and Aspire. If the env vars are not set at runtime, the config values should remain as-is or fall back gracefully.

Benefit

  • Aligns DAB telemetry configuration with the "expected" .NET/Aspire experience
  • Simplifies Aspire integration and containerized telemetry export
  • Reduces user error/misconfiguration
  • DAB users don't need to hand-edit config to enable standard OTEL telemetry flows

Implementation Guidance

  • Extend CLI config template logic to include the above section when telemetry is requested/enabled
  • Consider surfacing a CLI flag to toggle inclusion of OTEL env mappings
  • Document the behavior in dab init help and in DAB docs

This is a feature request for improved developer out-of-the-box experience. See OpenTelemetry config docs for reference.</issue_description>

<agent_instructions>introduce as little code as possible. </agent_instructions>

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Copilot AI and others added 2 commits February 25, 2026 18:37
Co-authored-by: JerryNixon <1749983+JerryNixon@users.noreply.github.com>
…sertion

Co-authored-by: JerryNixon <1749983+JerryNixon@users.noreply.github.com>
Copilot AI changed the title [WIP] Add default OpenTelemetry settings to dab init Add default OTEL telemetry settings to dab init config generation Feb 25, 2026
Copilot AI requested a review from JerryNixon February 25, 2026 18:57
@JerryNixon JerryNixon marked this pull request as ready for review February 26, 2026 05:34
Copilot AI review requested due to automatic review settings February 26, 2026 05:34
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Pull request overview

This PR updates dab init config generation to include default OpenTelemetry settings (via @env() references to standard OTEL_* environment variables) and refreshes CLI tests/snapshots to reflect the new generated config shape.

Changes:

  • Add default runtime.telemetry.open-telemetry block to init-generated RuntimeConfig.
  • Update CLI E2E tests to tolerate unset OTEL_* env vars during deserialization and adjust assertions for non-null telemetry.
  • Refresh Verify snapshots for init-generated configs to include the new telemetry section.

Reviewed changes

Copilot reviewed 33 out of 33 changed files in this pull request and generated 3 comments.

Show a summary per file
File Description
src/Cli/ConfigGenerator.cs Adds default OpenTelemetry telemetry options to the RuntimeConfig produced by dab init.
src/Cli.Tests/EndToEndTests.cs Updates env-var replacement settings and telemetry assertions to accommodate new init defaults.
src/Cli.Tests/Snapshots/EndToEndTests.TestInitForCosmosDBNoSql.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.CosmosDbNoSqlDatabase.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.CosmosDbPostgreSqlDatabase.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.EnsureCorrectConfigGenerationWithDifferentAuthenticationProviders_171ea8114ff71814.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.EnsureCorrectConfigGenerationWithDifferentAuthenticationProviders_2df7a1794712f154.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.EnsureCorrectConfigGenerationWithDifferentAuthenticationProviders_59fe1a10aa78899d.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.EnsureCorrectConfigGenerationWithDifferentAuthenticationProviders_b95b637ea87f16a7.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.EnsureCorrectConfigGenerationWithDifferentAuthenticationProviders_daacbd948b7ef72f.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.GraphQLPathWithoutStartingSlashWillHaveItAdded.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.MsSQLDatabase.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.RestPathWithoutStartingSlashWillHaveItAdded.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.TestInitializingConfigWithoutConnectionString.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.TestSpecialCharactersInConnectionString.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_0546bef37027a950.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_0ac567dd32a2e8f5.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_0c06949221514e77.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_18667ab7db033e9d.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_2f42f44c328eb020.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_3243d3f3441fdcc1.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_53350b8b47df2112.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_6584e0ec46b8a11d.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_81cc88db3d4eecfb.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_8ea187616dbb5577.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_905845c29560a3ef.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_b2fd24fab5b80917.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_bd7cd088755287c9.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_d2eccba2f836b380.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_d463eed7fe5e4bbe.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_d5520dd5c33f7b8d.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_eab4a6010e602b59.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.
src/Cli.Tests/Snapshots/InitTests.VerifyCorrectConfigGenerationWithMultipleMutationOptions_ecaa688829b4030e.verified.txt Snapshot updated to include Telemetry.OpenTelemetry section.

Comment on lines +275 to +281
Telemetry: new TelemetryOptions(
OpenTelemetry: new OpenTelemetryOptions(
Enabled: true,
Endpoint: "@env('OTEL_EXPORTER_OTLP_ENDPOINT')",
Headers: "@env('OTEL_EXPORTER_OTLP_HEADERS')",
ExporterProtocol: null,
ServiceName: "@env('OTEL_SERVICE_NAME')"))
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dab init now generates runtime.telemetry.open-telemetry with enabled: true and values set to @env(...). In the runtime, configs are loaded with environment variable replacement enabled and missing env vars throw by default; additionally, if missing env vars are ignored, the literal @env('OTEL_EXPORTER_OTLP_ENDPOINT') string is not a valid URI and will later cause failures when creating the OTLP exporter endpoint. This means an init-generated config can prevent the service from starting unless all OTEL env vars are set to valid values. Consider generating OpenTelemetry defaults in a way that does not require env var replacement (e.g., leave endpoint/headers/service-name null and let OpenTelemetry use standard OTEL_* env vars), or adjust the runtime/telemetry initialization to treat unresolved @env(...) placeholders as missing and disable OTLP exporter setup.

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Comment on lines +120 to 121
DeserializationVariableReplacementSettings replacementSettings = new(azureKeyVaultOptions: null, doReplaceEnvVar: true, doReplaceAkvVar: true, envFailureMode: EnvironmentVariableReplacementFailureMode.Ignore);
Assert.IsTrue(_runtimeConfigLoader!.TryLoadConfig(
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These E2E tests switch env var replacement to EnvironmentVariableReplacementFailureMode.Ignore to accommodate missing OTEL_* variables. Production runtime config loading uses the default failure mode (Throw), so these tests no longer reflect the real startup behavior and can mask startup failures caused by missing/invalid env vars. Prefer setting dummy OTEL_* environment variables in TestInitialize (with a valid OTLP endpoint URI) and keep the failure mode as Throw so the tests match production behavior.

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Program.Execute(args.ToArray(), _cliLogger!, _fileSystem!, _runtimeConfigLoader!);

DeserializationVariableReplacementSettings replacementSettings = new(azureKeyVaultOptions: null, doReplaceEnvVar: true, doReplaceAkvVar: true);
DeserializationVariableReplacementSettings replacementSettings = new(azureKeyVaultOptions: null, doReplaceEnvVar: true, doReplaceAkvVar: true, envFailureMode: EnvironmentVariableReplacementFailureMode.Ignore);
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Using EnvironmentVariableReplacementFailureMode.Ignore here diverges from the runtime's default env replacement behavior (Throw) and can hide missing/invalid env var problems that would fail service startup. Prefer setting OTEL_* env vars during test setup and keeping the failure mode as Throw so this test exercises the same path as production.

Suggested change
DeserializationVariableReplacementSettings replacementSettings = new(azureKeyVaultOptions: null, doReplaceEnvVar: true, doReplaceAkvVar: true, envFailureMode: EnvironmentVariableReplacementFailureMode.Ignore);
DeserializationVariableReplacementSettings replacementSettings = new(azureKeyVaultOptions: null, doReplaceEnvVar: true, doReplaceAkvVar: true, envFailureMode: EnvironmentVariableReplacementFailureMode.Throw);

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dab init should automatically include default OTEL settings

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