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Co-authored-by: N. Taylor Mullen <[email protected]>
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Followup to https://github.com/google-gemini/gemini-cli/pull/986
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header (#1103)
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Introduces telemetry for file create, read, and update operations.
This change adds the `gemini_cli.file.operation.count` metric, recorded by the `read-file`, `read-many-files`, and `write-file` tools.
The metric includes the following attributes:
- `operation` (string: `create`, `read`, `update`): The type of file operation.
- `lines` (optional, Int): Number of lines in the file.
- `mimetype` (optional, string): Mimetype of the file.
- `extension` (optional, string): File extension of the file.
Here is a stacked bar chart of file operations by extension (`js`, `ts`, `md`):
Here is a stacked bar chart of file operations by type (`create`, `read`, `update`):
#750
cc @allenhutchison as discussed
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Co-authored-by: Marat Boshernitsan <[email protected]>
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#750
### Telemetry Settings
Refactors telemetry configuration to use a nested `telemetry` object in `settings.json`, for example:
```json
{
"telemetry": {
"enabled": true,
"target": "gcp"
"log-prompts": "true"
},
"sandbox": false
}
```
The above includes
- Centralized telemetry settings under a `telemetry` object in `settings.json`.
- CLI flags for the `gemini` command to override all telemetry sub-settings:
- `--telemetry` / `--no-telemetry`
- `--telemetry-target <local|gcp>`
- `--telemetry-otlp-endpoint <URL>`
- `--telemetry-log-prompts` / `--no-telemetry-log-prompts`
- Updates `packages/cli/src/config/config.ts` and `packages/core/src/config/config.ts` to read from the new settings structure and respect the new CLI flags.
- Modifies `scripts/handle-telemetry.js`, `scripts/local_telemetry.js`, and `scripts/telemetry_utils.js` to align with the new settings structure.
- Updates `docs/core/telemetry.md` to reflect the new settings structure, CLI flags, and order of precedence.
- Renames `logUserPromptsEnabled` to `logPrompts` for brevity.
### `npm run telemetry`
Add a new `npm run telemetry` command that uses `scripts/telemetry.js`, automates the entire process of setting up a local and GCP telemetry pipelines, including configuring the necessary settings in the `.gemini/settings.json` workspace file and installing required binaries (e.g. `otelcol-contrib`).
---
```shell
$ npm run telemetry -- --target=gcp
> [email protected] telemetry
> node scripts/telemetry.js --target=gcp
โ๏ธ Using command-line target: gcp
๐ Running telemetry script for target: gcp.
โจ Starting Local Telemetry Exporter for Google Cloud โจ
โ๏ธ Enabled telemetry in workspace settings.
๐ง Set telemetry OTLP endpoint to http://localhost:4317.
๐ฏ Set telemetry target to gcp.
โ
Workspace settings updated.
โ
Using Google Cloud Project ID: foo-bar
๐ Please ensure you are authenticated with Google Cloud:
- Run `gcloud auth application-default login` OR ensure `GOOGLE_APPLICATION_CREDENTIALS` environment variable points to a valid service account key.
- The account needs "Cloud Trace Agent", "Monitoring Metric Writer", and "Logs Writer" roles.
โ
otelcol-contrib already exists at /Users/jerop/github/gemini-cli/.gemini/otel/bin/otelcol-contrib
๐งน Cleaning up old processes and logs...
โ
Deleted old GCP collector log.
๐ Wrote OTEL collector config to /Users/jerop/github/gemini-cli/.gemini/otel/collector-gcp.yaml
๐ Starting OTEL collector for GCP... Logs: /Users/jerop/github/gemini-cli/.gemini/otel/collector-gcp.log
โณ Waiting for OTEL collector to start (PID: 17013)...
โ
OTEL collector started successfully on port 4317.
โจ Local OTEL collector for GCP is running.
๐ To send telemetry, run the Gemini CLI in a separate terminal window.
๐ Collector logs are being written to: /Users/jerop/github/gemini-cli/.gemini/otel/collector-gcp.log
๐ View your telemetry data in Google Cloud Console:
- Logs: https://console.cloud.google.com/logs/query;query=logName%3D%22projects%2Ffoo-bar%2Flogs%2Fgemini_cli%22?project=foo-bar
- Metrics: https://console.cloud.google.com/monitoring/metrics-explorer?project=foo-bar
- Traces: https://console.cloud.google.com/traces/list?project=foo-bar
Press Ctrl+C to exit.
^C
๐ Shutting down...
โ๏ธ Disabled telemetry in workspace settings.
๐ง Cleared telemetry OTLP endpoint.
๐ฏ Cleared telemetry target.
โ
Workspace settings updated.
๐ Stopping otelcol-contrib (PID: 17013)...
โ
otelcol-contrib stopped.
```
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Make several changes to guide the model to request absolute paths,
reducing frequent accidental relative path tool call failures.
- Switch the parameter name: path --> absolute_path.
- Update the tool definition to strongly require an absolute path.
- Update the system prompt to indicate absolute paths are required.
- Update the system prompt tool use examples to use absolute paths.
Test case:
Open GC in GC: "Locate the primary file calling genai"
- Expected: Model opens files with absolute path, successfully.
- Actual (pre-patch): Failure, attempts to read with relative path.
- Actual (post-patch): Success, attempts to read with absolute path.
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backslash handling (#1007)
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Related to https://b.corp.google.com/issues/423605555 - I figured this might be a simpler solution to start with, while still also being useful on its own even if we do implement that.
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