gcp.vertex-ai-publisher-model

GCP Resource for Vertex AI Model Garden Publisher Models

https://cloud.google.com/vertex-ai/docs/reference/rest/v1beta1/publishers.models

This resource provides access to the Vertex AI Model Garden catalog of publisher models from all configured publishers (Google, Anthropic, Meta, etc.).

Note: Uses v1beta1 API because v1 does not support list operations. As of 2026-03, the v1 API only has ‘get’ method for publishers.models. When v1 adds list support, migrate to v1 (expect 180-day deprecation notice per Google Cloud’s beta API policy: https://google.aip.dev/185).

example:

List all Vertex AI publisher models from all publishers

policies:
  - name: vertex-ai-publisher-models
    resource: gcp.vertex-ai-publisher-model
example:

List only Anthropic models

policies:
  - name: anthropic-models
    resource: gcp.vertex-ai-publisher-model
    filters:
      - type: value
        key: name
        op: regex
        value: 'publishers/anthropic/.*'
example:

Find models that used more than 1,000,000 input tokens in the last day

Cloud Monitoring returns one token_count time series per combination of metric labels, such as type (input or output) and source region. Filter on the labels you want, then reduce the remaining series to one value per model.

policies:
  - name: vertex-ai-publisher-model-input-tokens
    resource: gcp.vertex-ai-publisher-model
    filters:
      - type: metrics
        name: aiplatform.googleapis.com/publisher/online_serving/token_count
        filter: metric.labels.type = "input"
        aligner: ALIGN_SUM
        reducer: REDUCE_SUM
        group-by-fields:
          - resource.labels.model_user_id
        days: 1
        op: greater-than
        value: 1000000

Filters

metrics

Supports metrics filters on resources.

All resources that have cloud watch metrics are supported.

Docs on cloud watch metrics

- name: firewall-hit-count
  resource: gcp.firewall
  filters:
    - type: metrics
      name: firewallinsights.googleapis.com/subnet/firewall_hit_count
      aligner: ALIGN_COUNT
      days: 14
      value: 1
      op: greater-than

The period-start key allows you to align the metric window in two ways. By default, using auto, the window is computed relative to the current time. Alternatively, setting it to start-of-day aligns the window to full UTC calendar days, beginning at 00:00:00 UTC and ending at current day 00:00:00 UTC.

- name: instance-low-cpu-last-full-day
  resource: gcp.instance
  filters:
    - type: metrics
      name: compute.googleapis.com/instance/cpu/utilization
      aligner: ALIGN_MEAN
      days: 1
      value: 0.05
      op: less-than
      period-start: start-of-day

properties:
  aligner:
    enum:
    - ALIGN_NONE
    - ALIGN_DELTA
    - ALIGN_RATE
    - ALIGN_INTERPOLATE
    - ALIGN_MIN
    - ALIGN_MAX
    - ALIGN_MEAN
    - ALIGN_COUNT
    - ALIGN_SUM
    - REDUCE_COUNT_FALSE
    - ALIGN_STDDEV
    - ALIGN_COUNT_TRUE
    - ALIGN_COUNT_FALSE
    - ALIGN_FRACTION_TRUE
    - ALIGN_PERCENTILE_99
    - ALIGN_PERCENTILE_95
    - ALIGN_PERCENTILE_50
    - ALIGN_PERCENTILE_05
    - ALIGN_PERCENT_CHANG
    type: string
  days:
    type: number
  filter:
    type: string
  group-by-fields:
    items:
      type: string
    type: array
  metric-key:
    type: string
  missing-value:
    type: number
  name:
    type: string
  op:
    enum:
    - eq
    - equal
    - ne
    - not-equal
    - gt
    - greater-than
    - ge
    - gte
    - le
    - lte
    - lt
    - less-than
    - glob
    - regex
    - regex-case
    - in
    - ni
    - not-in
    - contains
    - difference
    - intersect
    - mod
    type: string
  period-start:
    enum:
    - auto
    - start-of-day
    type: string
  reducer:
    enum:
    - REDUCE_NONE
    - REDUCE_MEAN
    - REDUCE_MIN
    - REDUCE_MAX
    - REDUCE_MEAN
    - REDUCE_SUM
    - REDUCE_STDDEV
    - REDUCE_COUNT
    - REDUCE_COUNT_TRUE
    - REDUCE_COUNT_FALSE
    - REDUCE_FRACTION_TRUE
    - REDUCE_PERCENTILE_99
    - REDUCE_PERCENTILE_95
    - REDUCE_PERCENTILE_50
    - REDUCE_PERCENTILE_05
    type: string
  type:
    enum:
    - metrics
  value:
    type: number
required:
- value
- name
- op

Permissions - monitoring.timeSeries.list

Actions