Menggunakan garis keturunan data dengan sistem Google Cloud
Tetap teratur dengan koleksi
Simpan dan kategorikan konten berdasarkan preferensi Anda.
Lineage data menampilkan hubungan antara resource project Anda dan proses yang membuatnya.
Anda dapat melihat informasi silsilah data di Google Cloud konsol dalam
bentuk berikut:
Grafik silsilah: menampilkan silsilah yang berada di upstream atau downstream dari
satu entri root. Untuk informasi selengkapnya, lihat
Grafik garis keturunan.
Visualisasi jalur garis keturunan (Pratinjau):
menampilkan link garis keturunan antara dua resource yang dipilih. Untuk mengetahui informasi selengkapnya,
lihat Visualisasi jalur silsilah.
Tampilan daftar silsilah (Pratinjau): menampilkan
informasi silsilah mendetail untuk resource dalam satu tabel yang menyertakan
informasi silsilah untuk resource dengan banyak koneksi. Untuk mengetahui informasi selengkapnya, lihat Tampilan daftar silsilah.
Anda juga dapat mengambil informasi silsilah dari Data Lineage API dalam
bentuk data JSON.
Lineage diambil di seluruh project. Saat melihat garis keturunan yang dihasilkan
dari beberapa project, Anda dapat melihat informasi garis keturunan gabungan di
project yang relevan.
Peran dan izin
Untuk melihat informasi silsilah, minta administrator untuk memberi Anda peran pelihat
seperti yang dijelaskan dalam
Peran bawaan untuk silsilah data.
Anda harus memiliki akses di project tempat Anda melihat lineage, dan
project tempat lineage dicatat.
Katalog Universal Dataplex melacak informasi silsilah secara otomatis saat Anda mengaktifkan Data Lineage API.
Anda tidak memerlukan peran administrator atau editor untuk mengambil silsilah untuk
aset data Anda.
Untuk mengetahui informasi selengkapnya tentang cara memberikan peran, lihat Mengelola akses.
Anda dapat menetapkan peran di tingkat folder atau organisasi yang lebih tinggi (lihat
Memberikan atau mencabut satu peran).
Mengaktifkan silsilah data
Aktifkan silsilah data untuk mulai melacak informasi silsilah secara otomatis untuk sistem yang didukung.
Anda harus mengaktifkan Data Lineage API di project tempat Anda melihat
lineage, dan project tempat lineage dicatat. Untuk mengetahui informasi selengkapnya, lihat
Jenis project.
Untuk mengambil informasi garis keturunan, lakukan hal berikut:
Di konsol Google Cloud , pada halaman Project selector, pilih project tempat Anda ingin mencatat silsilah.
Pilih tombol proses atau sumber data untuk menampilkan panel detail.
Untuk melihat informasi garis keturunan upstream atau downstream untuk resource, klik
addLuaskan.
Untuk melihat garis keturunan dalam tampilan daftar, klik Daftar.
Untuk melihat visualisasi jalur garis keturunan, klik List, lalu pilih resource target dalam tabel hasil. Di panel detail, klik Target, lalu klik Visualize lineage.
Melihat silsilah di BigQuery
Anda dapat melihat informasi silsilah data di antarmuka web BigQuery.
Untuk melihat garis keturunan, ikuti petunjuk berikut:
Buka tabel yang ingin Anda lihat garis keturunan datanya.
Klik tab Silsilah.
Untuk melihat grafik silsilah, klik Grafik.
Pilih tombol proses atau sumber data untuk menampilkan panel detail.
Untuk melihat informasi garis keturunan upstream atau downstream untuk resource, klik
addLuaskan.
Untuk melihat garis keturunan dalam tampilan daftar, klik Daftar.
Untuk melihat visualisasi jalur garis keturunan, klik List, lalu pilih resource target dalam tabel hasil. Di panel detail, klik Target, lalu klik Visualize lineage.
Melihat garis keturunan di Vertex AI
Sistem seperti Vertex AI Pipelines menghasilkan data silsilah untuk
model dan set data Vertex AI. Anda dapat melihat informasi garis keturunan data di
antarmuka web UI Vertex AI.
Melihat garis keturunan untuk set data terkelola di Vertex AI
Untuk melihat silsilah set data, ikuti petunjuk berikut:
Pilih tombol proses atau sumber data untuk menampilkan panel detail.
Untuk melihat informasi garis keturunan upstream atau downstream untuk resource, klik
addLuaskan.
Untuk melihat garis keturunan dalam tampilan daftar, klik Daftar.
Untuk melihat visualisasi jalur garis keturunan, klik List, lalu pilih resource target dalam tabel hasil. Di panel detail, klik Target, lalu klik Visualize lineage.
Melihat garis keturunan untuk model di Vertex AI
Untuk melihat silsilah model, ikuti petunjuk berikut:
Di Google Cloud console, buka halaman Model Registry.
Pilih tombol proses atau sumber data untuk menampilkan panel detail.
Untuk melihat informasi garis keturunan upstream atau downstream untuk resource, klik
addLuaskan.
Untuk melihat garis keturunan dalam tampilan daftar, klik Daftar.
Untuk melihat visualisasi jalur garis keturunan, klik List, lalu pilih resource target dalam tabel hasil. Di panel detail, klik Target, lalu klik Visualize lineage.
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-08-21 UTC."],[[["\u003cp\u003eData lineage reveals the relationships between project resources and the processes that created them, and it's available through various views like Lineage graph, Lineage path visualization, and Lineage list view.\u003c/p\u003e\n"],["\u003cp\u003eLineage information can be accessed in the Google Cloud console, and specifically in Dataplex, BigQuery, and Vertex AI web interfaces, with instructions provided for each.\u003c/p\u003e\n"],["\u003cp\u003eTo begin capturing lineage data, the Data Lineage API must be enabled in all projects involved, both where data is recorded and where it's viewed, and it can take anywhere between 3 and 24 hours for data lineage to display.\u003c/p\u003e\n"],["\u003cp\u003eViewing lineage requires appropriate viewer roles in all relevant projects, and Dataplex will automatically track this information once the Data Lineage API is enabled.\u003c/p\u003e\n"],["\u003cp\u003eLineage information is captured across projects, allowing you to view aggregated data within any of the projects that are relevant.\u003c/p\u003e\n"]]],[],null,["# Use data lineage with Google Cloud systems\n\nData lineage displays the relations between your project's\nresources and the processes that created them.\n\nYou can view data lineage information in the Google Cloud console in\nthe following forms:\n\n- **Lineage graph** : shows the lineage that is upstream or downstream of a single root entry. For more information, see [Lineage graph](/dataplex/docs/about-data-lineage#lineage-feature-graph).\n- **Lineage path visualization** ([Preview](/products#product-launch-stages)): shows the lineage links between two selected resources. For more information, see [Lineage path visualization](/dataplex/docs/about-data-lineage#visualize-path).\n- **Lineage list view** ([Preview](/products#product-launch-stages)): shows detailed lineage information for resources in a single table that includes lineage information for resources with many connections. For more information, see [Lineage list view](/dataplex/docs/about-data-lineage#lineage-list-view).\n\n| **Tip:** If this is your first time working with data lineage, consider following the quickstart: [Track data lineage for a BigQuery table](/dataplex/docs/track-lineage-quickstart).\n\nYou can also retrieve lineage information from the Data Lineage API in the\nform of JSON data.\n\nLineage is captured across projects. When you view lineage that is generated\nfrom multiple projects, you can view the aggregated lineage information in any\nof the relevant projects.\n| **Caution:** Data lineage is enabled on a per-project basis, not a per-service basis. After you enable the Data Lineage API, lineage information is automatically reported for multiple Google Cloud services in the project, depending on their product-level lineage control. For more details, see [Data lineage considerations](/dataplex/docs/lineage-considerations).\n\nDepending on the volume of data being processed, it takes time for\ndata lineage to display a graph. For most jobs it takes three hours,\nand for some jobs it can take up to 24 hours.\n\nRoles and permissions\n---------------------\n\nTo view lineage information, ask your administrator to grant you viewer roles\nas described in\n[Predefined roles for data lineage](/dataplex/docs/iam-roles#lineage-roles).\nYou must have access in both the project where you view lineage, and the\nprojects in which lineage is recorded.\n\nDataplex Universal Catalog tracks lineage information automatically when you enable\nthe [Data Lineage API](/dataplex/docs/reference/data-lineage/rest).\nYou don't need any administrator or editor roles to capture lineage for your\ndata assets.\n\nFor more information about granting roles,\nsee [Manage access](/iam/docs/granting-changing-revoking-access).\nYou can assign a role at a higher folder or organization level (see\n[Grant or revoke a single role](/iam/docs/granting-changing-revoking-access#single-role)).\n\nEnable data lineage\n-------------------\n\nEnable data lineage to begin automatically tracking lineage\ninformation for\n[supported systems](/dataplex/docs/about-data-lineage#lineage-supported-systems).\nYou must enable the Data Lineage API in both the project where you view\nlineage, and the projects in which lineage is recorded. For more information, see\n[Project types](/dataplex/docs/troubleshooting-lineage#project_types).\n\n1. To capture lineage information, do the following:\n\n 1. In the Google Cloud console, on the **Project selector**\n page, select the project in which you want to record lineage.\n\n [Go to Project selector](https://console.cloud.google.com/projectselector2/home/dashboard)\n 2. Enable the Data Lineage API.\n\n [Enable the Data Lineage API](https://console.cloud.google.com/apis/enableflow?apiid=datalineage.googleapis.com)\n 3. Repeat the previous steps for each project in which you want to record lineage.\n2. In the project where you view lineage, enable the Data Lineage API\n and the Dataplex API.\n\n [Enable the APIs](https://console.cloud.google.com/apis/enableflow?apiid=datalineage.googleapis.com,dataplex.googleapis.com)\n\nView lineage in Dataplex Universal Catalog\n------------------------------------------\n\nYou can view data lineage information in the Dataplex Universal Catalog web interface.\n\nTo view the lineage, follow these instructions:\n\n1. In the Google Cloud console, go to the Dataplex Universal Catalog **Search** page.\n\n\n [Go to Search](https://console.cloud.google.com/dataplex/dp-search)\n\n \u003cbr /\u003e\n\n2. Select **Dataplex Universal Catalog** as the search mode.\n\n3. Search for the entry for which you want to view lineage information. For more\n information, see\n [Search for resources in Dataplex Universal Catalog](/dataplex/docs/search-assets).\n\n4. On the entry details page, select the **Lineage** tab.\n\n5. To view the lineage graph, click **Graph**.\n\n - Select the process or data source buttons to display the details panel.\n\n - To view upstream or downstream lineage information for a resource, click\n add **Expand**.\n\n6. To view lineage in list view, click **List**.\n\n7. To view the lineage path visualization, click **List** , and then select the\n target resource in the table of results. In the details panel, click\n **Target** , and then click **Visualize lineage**.\n\nView lineage in BigQuery\n------------------------\n\nYou can view data lineage information in the BigQuery web interface.\n\nTo view the lineage, follow these instructions:\n\n1. In the Google Cloud console, go to the **BigQuery** page.\n\n\n [Open the BigQuery page](https://console.cloud.google.com/bigquery)\n2. Open the table for which you want to see the data lineage.\n\n3. Click the **Lineage** tab.\n\n4. To view the lineage graph, click **Graph**.\n\n - Select the process or data source buttons to display the details panel.\n\n - To view upstream or downstream lineage information for a resource, click\n add **Expand**.\n\n5. To view lineage in list view, click **List**.\n\n6. To view the lineage path visualization, click **List** , and then select the\n target resource in the table of results. In the details panel, click\n **Target** , and then click **Visualize lineage**.\n\nView lineage in Vertex AI\n-------------------------\n\nSystems like Vertex AI Pipelines generate lineage data for\nVertex AI models and datasets. You can view data lineage information in\nthe Vertex AI UI web interface.\n| **Note:** To view the lineage of Vertex AI operations, such as the training, test, and evaluation data used or hyperparameters applied, see [Track the lineage of pipeline artifacts](/vertex-ai/docs/pipelines/lineage).\n\n### View lineage for a managed dataset in Vertex AI\n\nTo view the lineage for a dataset, follow these instructions:\n\n1. In the Google Cloud console, go to the **Datasets** page.\n\n\n [Open the Datasets page](https://console.cloud.google.com/vertex-ai/datasets)\n2. Click the dataset for which you want to see the data lineage.\n\n3. Click the **Lineage** tab.\n\n4. To view the lineage graph, click **Graph**.\n\n - Select the process or data source buttons to display the details panel.\n\n - To view upstream or downstream lineage information for a resource, click\n add **Expand**.\n\n5. To view lineage in list view, click **List**.\n\n6. To view the lineage path visualization, click **List** , and then select the\n target resource in the table of results. In the details panel, click\n **Target** , and then click **Visualize lineage**.\n\n| **Note:** On the lineage graph, Vertex AI processes are preceded by the . These processes include Vertex AI Pipelines components and templates, and Vertex ML Metadata artifacts, datasets, and models. If the process is cataloged in Dataplex Universal Catalog with a fully qualified domain name (FQN), you can click the entry in the lineage graph to view its details. Alternatively, to view the lineage graph details in Vertex AI, click **Open in Vertex AI** in the **Details** pane.\n\n### View lineage for a model in Vertex AI\n\nTo view the lineage for a model, follow these instructions:\n\n1. In the Google Cloud console, go to the **Model Registry** page.\n\n\n [Open the Model Registry page](https://console.cloud.google.com/vertex-ai/models)\n\n \u003cbr /\u003e\n\n2. Click the model for which you want to see the data lineage.\n\n3. Click the **Lineage** tab.\n\n4. To view the lineage graph, click **Graph**.\n\n - Select the process or data source buttons to display the details panel.\n\n - To view upstream or downstream lineage information for a resource, click\n add **Expand**.\n\n5. To view lineage in list view, click **List**.\n\n6. To view the lineage path visualization, click **List** , and then select the\n target resource in the table of results. In the details panel, click\n **Target** , and then click **Visualize lineage**.\n\n| **Note:** On the lineage graph, Vertex AI processes are preceded by the . These processes include Vertex AI Pipelines components and templates, and Vertex ML Metadata artifacts, datasets, and models. If the process is cataloged in Dataplex Universal Catalog with a fully qualified domain name (FQN), you can click the entry in the lineage graph to view its details. Alternatively, to view the lineage graph details in Vertex AI, click **Open in Vertex AI** in the **Details** pane.\n\nWhat's next\n-----------\n\n- [Track data lineage for a BigQuery table's copy and query jobs](/dataplex/docs/track-lineage-quickstart).\n\n- Learn about [Data lineage information model](/dataplex/docs/about-data-lineage#information-model)."]]
