使用屬性設定同意聲明政策

本頁面說明如何設定同意聲明政策和屬性。

同意聲明管理 API 會使用同意聲明政策，代表使用者或透過機構指南授予的同意聲明。同意聲明政策是consent資源的構成要素。每個 consent 資源最多可包含 10 項同意聲明政策。同意聲明政策包含 RESOURCE 屬性 (說明政策適用對象) 和 REQUEST 屬性 (定義授權規則，決定政策生效條件)。如要進一步瞭解同意聲明政策，請參閱政策表示法。

Consent Management API 會使用屬性定義同意聲明和隱私權分類，讓同意聲明儲存區能夠瞭解。屬性是用來描述儲存的同意聲明和管理的資料。存取權判斷要求也會使用屬性來描述提出的要求。

attributeDefinition 資源是同意聲明存放區中的資源，可決定 Consent Management API 可處理哪些同意聲明屬性。同意聲明存放區最多可包含 200 個屬性定義資源。每個屬性定義都具有下列其中一種屬性類型：

  • RESOURCE 屬性是指值是由資料或動作的屬性決定的屬性。例如資料是否經過去識別化或可識別。這類屬性用於說明同意聲明政策的適用對象、說明向 user data mappings 註冊的資料，以及將部分存取權判斷要求的範圍縮小至特定類別的資源。
  • REQUEST 屬性是指值由要求者的身分或目的決定的屬性。例如，經同意可使用這類資料的專業人員，像是研究人員或照護人員。這類屬性可用於編寫同意聲明政策的授權規則，以及在存取權判斷要求中指定建議用途。

attributeDefinition 資源代表單一屬性，最多可有 500 個屬性值。屬性值代表屬性可能的值。如需範例，請參閱「政策表示法」。

隨著時間推移，您可以為屬性定義新增其他屬性值，但無法移除。系統會強制執行屬性定義的參照完整性，因為這與 consent 資源相關。也就是說，如果同意聲明資源的最新修訂版本參照屬性定義，則無法變更或刪除屬性定義的部分欄位。

下圖顯示在新同意聲明存放區中建立同意聲明屬性的程序：

屬性定義

如要建立同意聲明和隱私權分類所需的全部屬性定義，請重複「建立 RESOURCE 屬性定義」和「建立 REQUEST 屬性定義」中顯示的程序。

建立 RESOURCE 屬性定義

如要建立 RESOURCE 屬性定義，請使用 projects.locations.datasets.consentStores.attributeDefinitions.create 方法。提出 POST 要求，並在要求中指定下列資訊：

  • 父項同意商店的名稱。
  • 屬性定義的名稱，在父項同意聲明存放區中不得重複。 名稱可包含任何大小寫字母、數字和底線，不得為一般運算語言 (CEL) 中的保留關鍵字。
  • 屬性類別，在本例中為 RESOURCE
  • 這項屬性可能代表的值
  • 存取權杖

curl

以下範例顯示使用 curl 的 POST 要求，該要求會建立名為 data_identifiable 的 RESOURCE 屬性，並包含 identifiable 和 de-identified 值：

curl -X POST \
    -H "Authorization: Bearer $(gcloud auth application-default print-access-token)" \
    -H "Content-Type: application/consent+json; charset=utf-8" \
    --data "{
      'description': 'whether the data is identifiable',
      'category': 'RESOURCE',
      'allowed_values': [
        'identifiable',
        'de-identified'
      ],
    }" \
"https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions?attribute_definition_id=data_identifiable"

如果要求成功，伺服器會以 JSON 格式傳回類似以下範例的回應：

{
  "name": "projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/data_identifiable",
    "description": "whether the data is identifiable",
    "category": "RESOURCE",
    "allowedValues": [
      "identifiable",
      "de-identified"
    ]
}

PowerShell

以下範例顯示使用 Windows PowerShell 的 POST 要求，該要求會建立名為 data_identifiable 的 RESOURCE 屬性，並包含 identifiable 和 de-identified 值：

$cred = gcloud auth application-default print-access-token
$headers = @{ Authorization = "Bearer $cred" }

Invoke-WebRequest `
  -Method Post `
  -Headers $headers `
  -ContentType: "application/consent+json; charset=utf-8" `
  -Body "{
      'description': 'whether the data is identifiable',
      'category': 'RESOURCE',
      'allowed_values': [
        'identifiable',
        'de-identified'
      ]
    }" `
  -Uri "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions?attribute_definition_id=data_identifiable" | Select-Object -Expand Content

如果要求成功，伺服器會以 JSON 格式傳回類似以下範例的回應：

{
  "name": "projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/data_identifiable",
    "description": "whether the data is identifiable",
    "category": "RESOURCE",
    "allowedValues": [
      "identifiable",
      "de-identified"
    ]
}

Python

def create_resource_attribute_definition(
    project_id: str,
    location: str,
    dataset_id: str,
    consent_store_id: str,
    resource_attribute_definition_id: str,
):
    """Creates a RESOURCE attribute definition. A RESOURCE attribute is an attribute whose value is
    determined by the properties of the data or action.

    See https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/healthcare/api-client/v1/consent
    before running the sample."""
    # Imports the Google API Discovery Service.
    from googleapiclient import discovery

    api_version = "v1"
    service_name = "healthcare"
    # Returns an authorized API client by discovering the Healthcare API
    # and using GOOGLE_APPLICATION_CREDENTIALS environment variable.
    client = discovery.build(service_name, api_version)

    # TODO(developer): Uncomment these lines and replace with your values.
    # project_id = 'my-project'  # replace with your GCP project ID
    # location = 'us-central1'  # replace with the parent dataset's location
    # dataset_id = 'my-dataset'  # replace with the FHIR store's parent dataset ID
    # consent_store_id = 'my-consent-store'  # replace with the consent store's ID
    # resource_attribute_definition_id = 'requester_identity'  # replace with the attribute definition ID
    consent_store_parent = (
        "projects/{}/locations/{}/datasets/{}/consentStores/{}".format(
            project_id, location, dataset_id, consent_store_id
        )
    )

    body = {
        "description": "whether the data is identifiable",
        "category": "RESOURCE",
        "allowed_values": ["identifiable", "de-identified"],
    }

    request = (
        client.projects()
        .locations()
        .datasets()
        .consentStores()
        .attributeDefinitions()
        .create(
            parent=consent_store_parent,
            body=body,
            attributeDefinitionId=resource_attribute_definition_id,
        )
    )

    response = request.execute()
    print(f"Created RESOURCE attribute definition: {response}")

    return response

建立 REQUEST 屬性定義

如要建立 REQUEST 屬性定義，請使用 projects.locations.datasets.consentStores.attributeDefinitions.create 方法。提出 POST 要求，並在要求中指定下列資訊：

  • 父項同意商店的名稱。
  • 屬性定義的名稱，在父項同意聲明存放區中不得重複。 名稱可以是 1 到 256 個字元的任何 Unicode 字串，包含數字、字母、底線、破折號和半形句號，但開頭不得為數字。
  • 屬性類別，在本例中為 REQUEST。
  • 這個屬性可能代表的值。
  • 這組預設值可套用至同意聲明政策 (選用)。為這個欄位設定值後，如果同意聲明政策未指定這項屬性，同意聲明儲存空間就會假設政策包含這項屬性和值。只有在您的用途特別需要時，才應設定這個欄位。
  • 存取權杖。

curl

以下範例顯示使用 curl 的 POST 要求，該要求會建立名為 requester_identity 的 REQUEST 屬性：

curl -X POST \
    -H "Authorization: Bearer $(gcloud auth application-default print-access-token)" \
    -H "Content-Type: application/consent+json; charset=utf-8" \
    --data "{
      'description': 'what groups are consented for access',
      'category': 'REQUEST',
      'allowed_values': ['internal-researcher', 'external-researcher', 'clinical-admin'],
    }" \
"https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions?attribute_definition_id=requester_identity"

如果要求成功，伺服器會以 JSON 格式傳回類似以下範例的回應：

{
  "name": "projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/requester_identity",
    "description": "what groups are consented for access",
    "category": "REQUEST",
    "allowedValues": [
      "internal-researcher",
      "external-researcher",
      "clinical-admin"
    ]
}

PowerShell

下列範例顯示如何使用 Windows PowerShell 提出 POST 要求，建立名為 requester_identity 的 REQUEST 屬性：

$cred = gcloud auth application-default print-access-token
$headers = @{ Authorization = "Bearer $cred" }

Invoke-WebRequest `
  -Method Post `
  -Headers $headers `
  -ContentType: "application/consent+json; charset=utf-8" `
  -Body "{
      'description': 'what groups are consented for access',
      'category': 'REQUEST',
      'allowed_values': ['internal-researcher', 'external-researcher', 'clinical-admin']
    }" `
  -Uri "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions?attribute_definition_id=requester_identity" | Select-Object -Expand Content

如果要求成功，伺服器會以 JSON 格式傳回類似以下範例的回應：

{
  "name": "projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/requester_identity",
    "description": "what groups are consented for access",
    "category": "REQUEST",
    "allowedValues": [
      "internal-researcher",
      "external-researcher",
      "clinical-admin"
    ]
}

Python

def create_request_attribute_definition(
    project_id: str,
    location: str,
    dataset_id: str,
    consent_store_id: str,
    request_attribute_definition_id: str,
):
    """Creates a REQUEST attribute definition. A REQUEST attribute is an attribute whose value is determined
    by the requester's identity or purpose.

    See https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/healthcare/api-client/v1/consent
    before running the sample."""
    # Imports the Google API Discovery Service.
    from googleapiclient import discovery

    api_version = "v1"
    service_name = "healthcare"
    # Returns an authorized API client by discovering the Healthcare API
    # and using GOOGLE_APPLICATION_CREDENTIALS environment variable.
    client = discovery.build(service_name, api_version)

    # TODO(developer): Uncomment these lines and replace with your values.
    # project_id = 'my-project'  # replace with your GCP project ID
    # location = 'us-central1'  # replace with the parent dataset's location
    # dataset_id = 'my-dataset'  # replace with the FHIR store's parent dataset ID
    # consent_store_id = 'my-consent-store'  # replace with the consent store's ID
    # request_attribute_definition_id = 'requester_identity'  # replace with the request attribute definition ID
    consent_store_parent = (
        "projects/{}/locations/{}/datasets/{}/consentStores/{}".format(
            project_id, location, dataset_id, consent_store_id
        )
    )

    body = {
        "description": "what groups are consented for access",
        "category": "REQUEST",
        "allowed_values": [
            "internal-researcher",
            "external-researcher",
            "clinical-admin",
        ],
    }

    request = (
        client.projects()
        .locations()
        .datasets()
        .consentStores()
        .attributeDefinitions()
        .create(
            parent=consent_store_parent,
            body=body,
            attributeDefinitionId=request_attribute_definition_id,
        )
    )

    response = request.execute()
    print(f"Created REQUEST attribute definition: {response}")

    return response

編輯屬性定義

REST

使用任何要求資料之前，請先替換以下項目：

  • PROJECT_ID：您的 Google Cloud 專案 ID
  • LOCATION：資料集位置
  • DATASET_ID：資料集 ID
  • CONSENT_STORE_ID：同意聲明商店 ID
  • ATTRIBUTE_DEFINITION_ID：屬性定義 ID
  • DESCRIPTION：屬性的說明

JSON 要求主體：

{
  "description": "DESCRIPTION"
}

如要傳送要求，請選擇以下其中一個選項：

curl

將要求主體儲存在名為 request.json 的檔案中。 在終端機中執行下列指令，在目前目錄中建立或覆寫這個檔案：

cat > request.json << 'EOF'
{
  "description": "DESCRIPTION"
}
EOF

接著，請執行下列指令來傳送 REST 要求： 

curl -X PATCH \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     -H "Content-Type: application/json; charset=utf-8" \
     -d @request.json \
     "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/ATTRIBUTE_DEFINITION_ID?updateMask=description"

PowerShell

將要求主體儲存在名為 request.json 的檔案中。 在終端機中執行下列指令，在目前目錄中建立或覆寫這個檔案：

@'
{
  "description": "DESCRIPTION"
}
'@  | Out-File -FilePath request.json -Encoding utf8

接著，請執行下列指令來傳送 REST 要求： 

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method PATCH `
    -Headers $headers `
    -ContentType: "application/json; charset=utf-8" `
    -InFile request.json `
    -Uri "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/ATTRIBUTE_DEFINITION_ID?updateMask=description" | Select-Object -Expand Content

APIs Explorer

複製要求內文並開啟方法參考資料頁面。系統會在頁面右側開啟 APIs Explorer 面板。您可以使用這項工具來傳送要求。將要求內文貼到這項工具中，並填妥其他必填欄位，然後按一下「Execute」(執行)。

您應該會收到如下的 JSON 回應：

Python

def patch_attribute_definition(
    project_id: str,
    location: str,
    dataset_id: str,
    consent_store_id: str,
    attribute_definition_id: str,
    description: str,
):
    """Updates the attribute definition.
    See https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/healthcare/api-client/v1/consent
    before running the sample."""
    # Imports the Google API Discovery Service.
    from googleapiclient import discovery

    api_version = "v1"
    service_name = "healthcare"
    # Returns an authorized API client by discovering the Healthcare API
    # and using GOOGLE_APPLICATION_CREDENTIALS environment variable.
    client = discovery.build(service_name, api_version)

    # TODO(developer): Uncomment these lines and replace with your values.
    # project_id = 'my-project'  # replace with your GCP project ID
    # location = 'us-central1'  # replace with the parent dataset's location
    # dataset_id = 'my-dataset'  # replace with the consent store's parent dataset ID
    # consent_store_id = 'my-consent-store'  # replace with the consent store's ID
    # attribute_definition_id = 'requester_identity'  # replace with the attribute definition ID
    # description = 'whether the data is identifiable'  # replace with a description of the attribute
    attribute_definition_parent = (
        "projects/{}/locations/{}/datasets/{}/consentStores/{}".format(
            project_id, location, dataset_id, consent_store_id
        )
    )
    attribute_definition_name = "{}/attributeDefinitions/{}".format(
        attribute_definition_parent, attribute_definition_id
    )

    # Updates
    patch = {"description": description}

    request = (
        client.projects()
        .locations()
        .datasets()
        .consentStores()
        .attributeDefinitions()
        .patch(name=attribute_definition_name, updateMask="description", body=patch)
    )

    response = request.execute()
    print(
        "Patched attribute definition {} with new description: {}".format(
            attribute_definition_id, description
        )
    )

    return response

取得屬性定義

REST

使用任何要求資料之前，請先替換以下項目：

  • PROJECT_ID：您的 Google Cloud 專案 ID
  • LOCATION：資料集位置
  • DATASET_ID：資料集 ID
  • CONSENT_STORE_ID：同意聲明商店 ID
  • ATTRIBUTE_DEFINITION_ID：屬性定義 ID

如要傳送要求，請選擇以下其中一個選項：

curl

執行下列指令：

curl -X GET \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/ATTRIBUTE_DEFINITION_ID"

PowerShell

執行下列指令：

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method GET `
    -Headers $headers `
    -Uri "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/ATTRIBUTE_DEFINITION_ID" | Select-Object -Expand Content

APIs Explorer

開啟方法參考頁面。系統會在頁面右側開啟 APIs Explorer 面板。您可以使用這項工具來傳送要求。完成任何必填欄位，然後按一下「執行」。

您應該會收到如下的 JSON 回應：

Python

def get_attribute_definition(
    project_id: str,
    location: str,
    dataset_id: str,
    consent_store_id: str,
    attribute_definition_id: str,
):
    """Gets the specified attribute definition.
    See https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/healthcare/api-client/v1/consent
    before running the sample."""
    # Imports the Google API Discovery Service.
    from googleapiclient import discovery

    api_version = "v1"
    service_name = "healthcare"
    # Returns an authorized API client by discovering the Healthcare API
    # and using GOOGLE_APPLICATION_CREDENTIALS environment variable.
    client = discovery.build(service_name, api_version)

    # TODO(developer): Uncomment these lines and replace with your values.
    # project_id = 'my-project'  # replace with your GCP project ID
    # location = 'us-central1'  # replace with the parent dataset's location
    # dataset_id = 'my-dataset'  # replace with the consent store's parent dataset ID
    # consent_store_id = 'my-consent-store'  # replace with the consent store's ID
    # attribute_definition_id = 'data_identifiable'  # replace with the attribute definition ID
    consent_store_parent = (
        "projects/{}/locations/{}/datasets/{}/consentStores/{}".format(
            project_id, location, dataset_id, consent_store_id
        )
    )
    attribute_definition_name = "{}/attributeDefinitions/{}".format(
        consent_store_parent, attribute_definition_id
    )

    request = (
        client.projects()
        .locations()
        .datasets()
        .consentStores()
        .attributeDefinitions()
        .get(name=attribute_definition_name)
    )

    response = request.execute()
    print(f"Got attribute definition: {attribute_definition_id}")
    return response

列出屬性定義

REST

使用任何要求資料之前，請先替換以下項目：

  • PROJECT_ID：您的 Google Cloud 專案 ID
  • LOCATION：資料集位置
  • DATASET_ID：資料集 ID
  • CONSENT_STORE_ID：同意聲明商店 ID

如要傳送要求，請選擇以下其中一個選項：

curl

執行下列指令：

curl -X GET \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions"

PowerShell

執行下列指令：

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method GET `
    -Headers $headers `
    -Uri "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions" | Select-Object -Expand Content

APIs Explorer

開啟方法參考頁面。系統會在頁面右側開啟 APIs Explorer 面板。您可以使用這項工具來傳送要求。完成任何必填欄位，然後按一下「執行」。

您應該會收到如下的 JSON 回應：

Python

def list_attribute_definitions(
    project_id: str, location: str, dataset_id: str, consent_store_id: str
):
    """Lists the attribute definitions in the given consent store.
    See https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/healthcare/api-client/v1/consent
    before running the sample."""
    # Imports the Google API Discovery Service.
    from googleapiclient import discovery

    api_version = "v1"
    service_name = "healthcare"
    # Returns an authorized API client by discovering the Healthcare API
    # and using GOOGLE_APPLICATION_CREDENTIALS environment variable.
    client = discovery.build(service_name, api_version)

    # TODO(developer): Uncomment these lines and replace with your values.
    # project_id = 'my-project'  # replace with your GCP project ID
    # location = 'us-central1'  # replace with the parent dataset's location
    # dataset_id = 'my-dataset'  # replace with the consent store's parent dataset ID
    # consent_store_id = 'my-consent-store'  # replace with the consent store ID
    attribute_definition_parent = (
        "projects/{}/locations/{}/datasets/{}/consentStores/{}".format(
            project_id, location, dataset_id, consent_store_id
        )
    )

    attribute_definitions = (
        client.projects()
        .locations()
        .datasets()
        .consentStores()
        .attributeDefinitions()
        .list(parent=attribute_definition_parent)
        .execute()
        .get("attributeDefinitions", [])
    )

    for attribute_definition in attribute_definitions:
        print(attribute_definition)

    return attribute_definitions

刪除屬性定義

REST

使用任何要求資料之前，請先替換以下項目：

  • PROJECT_ID：您的 Google Cloud 專案 ID
  • LOCATION：資料集位置
  • DATASET_ID：資料集 ID
  • CONSENT_STORE_ID：同意聲明商店 ID
  • ATTRIBUTE_DEFINITION_ID：屬性定義 ID

如要傳送要求，請選擇以下其中一個選項：

curl

執行下列指令：

curl -X DELETE \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/ATTRIBUTE_DEFINITION_ID"

PowerShell

執行下列指令：

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method DELETE `
    -Headers $headers `
    -Uri "https://healthcare.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/datasets/DATASET_ID/consentStores/CONSENT_STORE_ID/attributeDefinitions/ATTRIBUTE_DEFINITION_ID" | Select-Object -Expand Content

APIs Explorer

開啟方法參考頁面。系統會在頁面右側開啟 APIs Explorer 面板。您可以使用這項工具來傳送要求。完成任何必填欄位，然後按一下「執行」。

您應該會收到如下的 JSON 回應：

Python

def delete_attribute_definition(
    project_id: str,
    location: str,
    dataset_id: str,
    consent_store_id: str,
    attribute_definition_id: str,
):
    """Deletes the specified attribute definition.
    See https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/healthcare/api-client/v1/consent
    before running the sample."""
    # Imports the Google API Discovery Service.
    from googleapiclient import discovery

    api_version = "v1"
    service_name = "healthcare"
    # Returns an authorized API client by discovering the Healthcare API
    # and using GOOGLE_APPLICATION_CREDENTIALS environment variable.
    client = discovery.build(service_name, api_version)

    # TODO(developer): Uncomment these lines and replace with your values.
    # project_id = 'my-project'  # replace with your GCP project ID
    # location = 'us-central1'  # replace with the parent dataset's location
    # dataset_id = 'my-dataset'  # replace with the consent store's parent dataset ID
    # consent_store_id = 'my-consent-store'  # replace with the consent store's ID
    # attribute_definition_id = 'data_identifiable'  # replace with the attribute definition ID
    consent_store_parent = (
        "projects/{}/locations/{}/datasets/{}/consentStores/{}".format(
            project_id, location, dataset_id, consent_store_id
        )
    )
    attribute_definition_name = "{}/attributeDefinitions/{}".format(
        consent_store_parent, attribute_definition_id
    )

    request = (
        client.projects()
        .locations()
        .datasets()
        .consentStores()
        .attributeDefinitions()
        .delete(name=attribute_definition_name)
    )

    response = request.execute()
    print(f"Deleted attribute definition: {attribute_definition_id}")
    return response