## GetAgentTraceTimeSeries

`usage.get_agent_trace_time_series(UsageGetAgentTraceTimeSeriesParams**kwargs)  -> UsageGetAgentTraceTimeSeriesResponse`

**post** `/gitpod.v1.UsageService/GetAgentTraceTimeSeries`

Gets agent trace data as a time series.

Use this method to:

- Chart agent sessions and line changes over time
- Select hourly, daily, weekly, or monthly buckets
- Scope agent trace insights to a project, user, or team

### Example

```yaml
dateRange:
  startTime: "2024-01-01T00:00:00Z"
  endTime: "2024-02-01T00:00:00Z"
resolution: RESOLUTION_WEEKLY
projectId: "d2c94c27-3b76-4a42-b88c-95a85e392c68"
```

### Parameters

- `date_range: DateRange`

  Date range to query within.

  - `end_time: datetime`

    End time of the date range (exclusive).

  - `start_time: datetime`

    Start time of the date range (inclusive).

- `project_id: Optional[str]`

  Optional project ID to scope results.

- `resolution: Optional[Resolution]`

  Time resolution for the series data.

  - `"RESOLUTION_UNSPECIFIED"`

  - `"RESOLUTION_HOURLY"`

  - `"RESOLUTION_DAILY"`

  - `"RESOLUTION_WEEKLY"`

  - `"RESOLUTION_MONTHLY"`

- `team_id: Optional[str]`

  Optional team ID to scope results to a specific team.
  Mutually exclusive with user_id.

- `user_id: Optional[str]`

  Optional user ID to scope results to a specific user.
  Mutually exclusive with team_id.

### Returns

- `class UsageGetAgentTraceTimeSeriesResponse: …`

  - `time_series: Optional[List[AgentTraceTimeBucket]]`

    Time series of agent trace stats, bucketed by the requested resolution.

    - `by_model: Optional[List[AgentTraceModelBreakdown]]`

      Per-model breakdown for this bucket.

      - `lines_added: Optional[str]`

        Lines added by sessions using this model.

      - `lines_removed: Optional[str]`

        Lines removed by sessions using this model.

      - `model: Optional[SupportedModel]`

        The model these stats are for.

        - `"SUPPORTED_MODEL_UNSPECIFIED"`

        - `"SUPPORTED_MODEL_SONNET_3_5"`

        - `"SUPPORTED_MODEL_SONNET_3_7"`

        - `"SUPPORTED_MODEL_SONNET_3_7_EXTENDED"`

        - `"SUPPORTED_MODEL_SONNET_4"`

        - `"SUPPORTED_MODEL_SONNET_4_EXTENDED"`

        - `"SUPPORTED_MODEL_SONNET_4_5"`

        - `"SUPPORTED_MODEL_SONNET_4_5_EXTENDED"`

        - `"SUPPORTED_MODEL_SONNET_4_6"`

        - `"SUPPORTED_MODEL_SONNET_4_6_EXTENDED"`

        - `"SUPPORTED_MODEL_SONNET_5"`

        - `"SUPPORTED_MODEL_OPUS_4"`

        - `"SUPPORTED_MODEL_OPUS_4_EXTENDED"`

        - `"SUPPORTED_MODEL_OPUS_4_5"`

        - `"SUPPORTED_MODEL_OPUS_4_5_EXTENDED"`

        - `"SUPPORTED_MODEL_OPUS_4_6"`

        - `"SUPPORTED_MODEL_OPUS_4_6_EXTENDED"`

        - `"SUPPORTED_MODEL_OPUS_4_7"`

        - `"SUPPORTED_MODEL_OPUS_4_8"`

        - `"SUPPORTED_MODEL_HAIKU_4_5"`

        - `"SUPPORTED_MODEL_OPENAI_4O"`

        - `"SUPPORTED_MODEL_OPENAI_4O_MINI"`

        - `"SUPPORTED_MODEL_OPENAI_O1"`

        - `"SUPPORTED_MODEL_OPENAI_O1_MINI"`

        - `"SUPPORTED_MODEL_OPENAI_AUTO"`

      - `sessions: Optional[str]`

        Number of sessions that used this model.

    - `start_time: Optional[datetime]`

      Start of this time bucket.

    - `total_lines_added: Optional[str]`

      Total lines added in this bucket.

    - `total_lines_removed: Optional[str]`

      Total lines removed in this bucket.

    - `total_sessions: Optional[str]`

      Number of agent trace sessions in this bucket.

### Example

```python
import os
from datetime import datetime
from gitpod import Gitpod

client = Gitpod(
    bearer_token=os.environ.get("GITPOD_API_KEY"),  # This is the default and can be omitted
)
response = client.usage.get_agent_trace_time_series(
    date_range={
        "end_time": datetime.fromisoformat("2024-02-01T00:00:00"),
        "start_time": datetime.fromisoformat("2024-01-01T00:00:00"),
    },
    project_id="d2c94c27-3b76-4a42-b88c-95a85e392c68",
    resolution="RESOLUTION_WEEKLY",
)
print(response.time_series)
```

#### Response

```json
{
  "timeSeries": [
    {
      "byModel": [
        {
          "linesAdded": "linesAdded",
          "linesRemoved": "linesRemoved",
          "model": "SUPPORTED_MODEL_UNSPECIFIED",
          "sessions": "sessions"
        }
      ],
      "startTime": "2019-12-27T18:11:19.117Z",
      "totalLinesAdded": "totalLinesAdded",
      "totalLinesRemoved": "totalLinesRemoved",
      "totalSessions": "totalSessions"
    }
  ]
}
```