Mengirim peristiwa

Anda dapat mempelajari panduan memulai ini untuk memahami cara mengirim data peristiwa.

Gunakan Data Manager API untuk salah satu skenario berikut:

  • Kirim konversi tag Google Ads atau peristiwa purchase Google Analytics sebagai sumber data tambahan untuk konversi tag Anda, guna memaksimalkan sinyal interaksi iklan dan memperkuat data serta performa secara keseluruhan.

    Fitur ini tersedia untuk semua akun Google Ads, tetapi hanya tersedia untuk properti Google Analytics yang ada dalam daftar yang diizinkan. Isi formulir ini jika Anda tertarik untuk menambahkan properti Google Analytics ke daftar yang diizinkan.

  • Mengirim data peristiwa untuk konversi offline Google Ads atau konversi yang disempurnakan untuk prospek.

Pilih versi panduan yang ingin Anda lihat:

Dalam panduan memulai ini, Anda akan menyelesaikan langkah-langkah berikut:

  1. Siapkan Destination untuk menerima data peristiwa.
  2. Siapkan data peristiwa untuk dikirim.
  3. Buat permintaan IngestionService untuk peristiwa.
  4. Kirim permintaan dengan Google APIs Explorer.
  5. Pahami respons berhasil dan gagal.

Menyiapkan tujuan

Sebelum dapat mengirim data, Anda harus menyiapkan setidaknya satu Destination untuk data tersebut. Berikut contoh Destination yang dapat Anda gunakan:

    {
      "operatingAccount": {
        "accountType": "OPERATING_ACCOUNT_TYPE",
        "accountId": "OPERATING_ACCOUNT_ID"
      },

      "loginAccount": {
        "accountType": "LOGIN_ACCOUNT_TYPE",
        "accountId": "LOGIN_ACCOUNT_ID"
      },

      "productDestinationId": "PRODUCT_DESTINATION_ID"
    }

Berikut kolom Destination. Lihat Mengonfigurasi tujuan untuk mengetahui detail dan contoh tujuan untuk berbagai skenario.

operatingAccount

Akun yang menerima peristiwa.

Untuk peristiwa yang dikirim sebagai sumber data tambahan, akun operasi dapat berupa akun Google Ads atau properti Google Analytics.

Jika accountType adalah GOOGLE_ANALYTICS_PROPERTY, kredensial permintaan harus ditujukan untuk pengguna Google Analytics dengan peran Editor atau Administrator untuk properti.

Untuk konversi offline dan konversi yang disempurnakan untuk lead, akun operasi harus berupa akun Google Ads.

loginAccount
Akun tempat Akun Google untuk kredensial adalah pengguna.
productDestinationId

ID entitas di operatingAccount yang menerima peristiwa.

Untuk peristiwa yang dikirim sebagai sumber data tambahan, productDestinationId harus salah satu dari berikut ini:

  1. ID konversi Google Ads dengan type disetel ke WEBPAGE. Di UI Google Ads, Sumber konversi untuk tindakan konversi WEBPAGE adalah Situs.

  2. ID pengukuran dari aliran data Web Google Analytics. Anda tidak dapat mengirim peristiwa sebagai sumber data tambahan ke aliran aplikasi iOS atau Android Google Analytics.

Untuk konversi offline atau konversi yang disempurnakan untuk prospek, productDestinationId harus berupa ID tindakan konversi Google Ads dengan type ditetapkan ke UPLOAD_CLICKS. Di UI Google Ads, Sumber konversi untuk tindakan konversi UPLOAD_CLICKS adalah Situs (Impor dari klik).

Contoh dalam panduan ini menunjukkan cara membuat permintaan yang mengirim setiap peristiwa ke tujuan yang sama. Jika Anda ingin mengirim peristiwa untuk beberapa tujuan dalam permintaan yang sama, lihat mengirim peristiwa untuk beberapa tujuan.

Menyiapkan data peristiwa

Pertimbangkan data peristiwa berikut. Setiap tabel sesuai dengan satu peristiwa konversi. Setiap peristiwa konversi memiliki stempel waktu peristiwa, tindakan konversi, dan nilai konversinya.

Setiap peristiwa mungkin memiliki ID iklan, seperti gclid, atau ID pengguna, seperti alamat email, nomor telepon, dan informasi alamat. Peristiwa juga dapat memiliki:

Berikut data peristiwa:

Acara 1

Acara #1
conversion_time 2025-06-10 15:07:01-05:00
conversion_action_id 123456789
transaction_id ABC798654321
conversion_value 30.03
currency USD
gclid GCLID_1
emails
given_name John
family_name Smith-Jones
region_code us
postal_code 94045
customer_type NEW
customer_value_bucket HIGH
client_id 1234567890.1761581763
user_id user_ABC12345
ad_unit_name Banner_01
event_name purchase
Item keranjang
item_id SKU_12345
item_name Stan and Friends Tee
item_affiliation Google Merchandise Store
item_coupon SUMMER_FUN
item_discount 2.22
item_index 0
item_brand Google
item_category Apparel
item_category2 Adult
item_category3 Shirts
item_category4 Crew
item_category5 Short sleeve
item_list_id related_products
item_list_name Related Products
item_price 10.01
item_quantity 3

Acara 2

Acara #2
conversion_time June 10, 2025 11:42:33PM America/New_York
conversion_action_id 123456789
transaction_id DEF999911111
conversion_value 42.02
currency eur
gclid GCLID_2
emails

zoe@EXAMPLE.COM

cloudy.sanfrancisco@gmail.com

given_name zoë
family_name pérez
region_code PT
postal_code 1229-076
customer_type RETURNING
client_id 9876543210.1761582117
user_id user_DEF9876
ad_unit_name Banner_02
event_name purchase
Item keranjang
item_id SKU_12346
item_name Google Grey Women's Tee
item_affiliation Google Merchandise Store
item_coupon SUMMER_FUN
item_discount 3.33
item_index 1
item_brand Google
item_category Apparel
item_category2 Adult
item_category3 Shirts
item_category4 Crew
item_category5 Short sleeve
item_list_id related_products
item_list_name Related Products
item_price 21.01
item_quantity 2

Memformat data

Format kolom sesuai dengan yang ditentukan dalam panduan pemformatan. Berikut data peristiwa setelah pemformatan:

Acara 1

Acara #1
conversion_time 2025-06-10T15:07:01-05:00
conversion_action_id 123456789
transaction_id ABC798654321
conversion_value 30.03
currency USD
gclid GCLID_1
emails
given_name john
family_name smith-jones
region_code US
postal_code 94045
customer_type NEW
customer_value_bucket HIGH
client_id 1234567890.1761581763
user_id user_ABC12345
ad_unit_name Banner_01
event_name purchase
Item keranjang
item_id SKU_12345
item_name Stan and Friends Tee
item_affiliation Google Merchandise Store
item_coupon SUMMER_FUN
item_discount 2.22
item_index 0
item_brand Google
item_category Apparel
item_category2 Adult
item_category3 Shirts
item_category4 Crew
item_category5 Short sleeve
item_list_id related_products
item_list_name Related Products
item_price 10.01
item_quantity 3

Acara 2

Acara #2
conversion_time 2025-06-10T23:42:33-05:00
conversion_action_id 123456789
transaction_id DEF999911111
conversion_value 42.02
currency EUR
gclid GCLID_2
emails

zoe@example.com

cloudysanfrancisco@gmail.com

given_name zoë
family_name pérez
region_code PT
postal_code 1229-076
customer_type RETURNING
client_id 9876543210.1761582117
user_id user_DEF9876
ad_unit_name Banner_02
event_name purchase
Item keranjang
item_id SKU_12346
item_name Google Grey Women's Tee
item_affiliation Google Merchandise Store
item_coupon SUMMER_FUN
item_discount 3.33
item_index 1
item_brand Google
item_category Apparel
item_category2 Adult
item_category3 Shirts
item_category4 Crew
item_category5 Short sleeve
item_list_id related_products
item_list_name Related Products
item_price 21.01
item_quantity 2

Melakukan hash dan mengenkode data

Selain itu, alamat email, nama depan, dan nama keluarga yang diformat harus di-hash menggunakan algoritma SHA-256 dan dienkode menggunakan encoding hex atau Base64. Berikut adalah data peristiwa setelah diformat, di-hash, dan dienkode menggunakan encoding hex:

Acara 1

Acara #1
conversion_time 2025-06-10T15:07:01-05:00
conversion_action_id 123456789
transaction_id ABC798654321
conversion_value 30.03
currency USD
gclid GCLID_1
emails
given_name 96D9632F363564CC3032521409CF22A852F2032EEC099ED5967C0D000CEC607A
family_name DB98D2607EFFFA28AFF66975868BF54C075ECA7157E35064DCE08E20B85B1081
region_code US
postal_code 94045
customer_type NEW
customer_value_bucket HIGH
client_id 1234567890.1761581763
user_id user_ABC12345
ad_unit_name Banner_01
event_name purchase
Item keranjang
item_id SKU_12345
item_name Stan and Friends Tee
item_affiliation Google Merchandise Store
item_coupon SUMMER_FUN
item_discount 2.22
item_index 0
item_brand Google
item_category Apparel
item_category2 Adult
item_category3 Shirts
item_category4 Crew
item_category5 Short sleeve
item_list_id related_products
item_list_name Related Products
item_price 10.01
item_quantity 3

Acara 2

Acara #2
conversion_time 2025-06-10T23:42:33-05:00
conversion_action_id 123456789
transaction_id DEF999911111
conversion_value 42.02
currency EUR
gclid GCLID_2
emails

3E693CF7E5B67880BFF33B2D2626DADB7BF1D4BC737192E47CF8BAA89ACF2250

223EBDA6F6889B1494551BA902D9D381DAF2F642BAE055888E96343D53E9F9C4

given_name 2752B88686847FA5C86F47B94CE652B7B3F22A91C37617D451A4DB9AFA431450
family_name 6654977D57DDDD3C0329CA741B109EF6CD6430BEDD00008AAD213DF25683D77F
region_code PT
postal_code 1229-076
customer_type RETURNING
client_id 9876543210.1761582117
user_id user_DEF9876
ad_unit_name Banner_02
event_name purchase
Item keranjang
item_id SKU_12346
item_name Google Grey Women's Tee
item_affiliation Google Merchandise Store
item_coupon SUMMER_FUN
item_discount 3.33
item_index 1
item_brand Google
item_category Apparel
item_category2 Adult
item_category3 Shirts
item_category4 Crew
item_category5 Short sleeve
item_list_id related_products
item_list_name Related Products
item_price 21.01
item_quantity 2

Mengonversi data menjadi objek Event

Konversi data yang diformat dan di-hash dari setiap peristiwa menjadi Event. Isi kolom berikut seperti yang ditunjukkan:

  1. Tetapkan eventTimestamp ke waktu saat peristiwa terjadi.

    Peristiwa untuk Google Analytics harus memiliki eventTimestamp dalam 72 jam terakhir.

  2. Tetapkan kolom wajib diisi untuk kasus penggunaan Anda.

    Kasus penggunaan ID transactionId eventSource
    Konversi offline atau konversi yang disempurnakan untuk prospek Wajib diisi. Tetapkan setidaknya salah satu dari berikut ini: Opsional Wajib diisi. Tetapkan ke salah satu nilai enum untuk EventSource.
    Peristiwa yang dikirim sebagai sumber data tambahan ke tujuan Google Ads Wajib diisi. Tetapkan setidaknya salah satu dari berikut ini: Wajib Opsional. Jika ditetapkan, harus WEB.
    Peristiwa yang dikirim sebagai sumber data tambahan ke tujuan Google Analytics Wajib diisi. Tetapkan setidaknya salah satu dari berikut ini: Wajib Opsional. Jika ditetapkan, harus WEB.
  3. Jika Anda mengirim peristiwa sebagai sumber data tambahan ke tujuan Google Ads, tinjau Cara Google menangani data sumber data tambahan.

  4. Isi kolom lainnya jika Anda memiliki nilai untuk peristiwa tersebut. Lihat dokumentasi referensi Event untuk mengetahui daftar lengkap kolom yang tersedia.

Cara Google menangani data sumber data tambahan

Dalam tindakan konversi yang sama, Google menggunakan transactionId untuk menghapus duplikat peristiwa konversi yang dikirim dari berbagai sumber (seperti tag situs dan permintaan penyerapan Data Manager API). Tabel berikut menjelaskan cara data dari permintaan penyerapan Anda diproses.

Skenario Kolom data Cara penanganannya
transactionId COCOK dengan peristiwa tag yang ada conversionValue (dengan currencyCode)

Diperbarui. conversionValue (dengan currencyCode) dari Event menggantikan nilai asli yang dicatat oleh tag.

Catatan: Selama periode uji coba awal 14 hari untuk tindakan konversi, pembaruan nilai dinonaktifkan. Nilai tag tidak akan diganti dalam pelaporan Google Ads hingga periode uji coba berakhir.

transactionId COCOK dengan peristiwa tag yang ada Kolom lain kecuali conversionValue atau currencyCode (misalnya, adIdentifiers.gclid) Diabaikan. Nilai kolom lain dari sumber data tambahan Anda tidak akan menggantikan nilai kolom yang awalnya dicatat oleh tag Google Anda untuk transaksi yang cocok.
transactionId TIDAK cocok dengan peristiwa yang ada Semua data yang diberikan (misalnya, userData, conversionValue, currencyCode)

Digunakan untuk membuat peristiwa konversi baru. Kemudian, Google akan mencoba mengatribusikan konversi baru ini ke klik iklan menggunakan ID yang Anda berikan (seperti adIdentifiers.gclid atau userData).

Catatan: Selama periode uji coba awal 14 hari, konversi yang baru dibuat ini akan muncul dalam pelaporan, tetapi tidak akan digunakan untuk bidding. Setelah uji coba berakhir, item tersebut akan otomatis menjadi dapat di-bid.

Menambahkan atribut sesi

Jika Anda mengirim konversi offline atau konversi yang disempurnakan untuk prospek, tambahkan atribut sesi saat ID iklan lainnya seperti GCLID atau WBRAID tidak tersedia. Anda juga dapat menyertakan atribut sesi selain ID iklan lainnya.

Atribut sesi memberikan konteks dan sinyal lebih lanjut tentang interaksi pengguna dengan situs Anda, yang dapat meningkatkan akurasi pengukuran konversi, pelaporan, dan bidding.

Di Data Manager API, ada dua pendekatan yang dapat Anda gunakan untuk mengirim atribut sesi:

  1. Direkomendasikan: Tetapkan kolom sessionAttributes dari adIdentifiers ke string atribut sesi berenkode base64. Ikuti petunjuk di Cara mengambil session_attributes untuk mengubah halaman pengiriman formulir guna mengambil string yang dienkode.

  2. Jika Anda tidak dapat menggunakan JavaScript, ambil kolom atribut sesi satu per satu dan tambahkan setiap kolom ke daftar experimentalFields sebagai ExperimentalField terpisah:

    • gad_campaignid
    • session_start_time_usec
    • gad_source
    • landing_page_url
    • landing_page_referrer

    Jika Anda memiliki nilai untuk atribut sesi landing_page_user_agent, kirimkan di kolom userAgent dari adIdentifiers.landingPageDeviceInfo.

    Berikut adalah praktik terbaik saat mengirim pasangan nilai kunci individual:

    • Kirim gad_campaignid dan session_start_time_usec secara konsisten. Kolom-kolom ini sangat penting untuk atribusi yang akurat.
    • Jangan memberikan nilai landing_page_url yang tidak akurat atau sebagian seperti string placeholder, jalur aplikasi internal, atau URL yang tidak lengkap. Hapus landing_page_url jika Anda tidak memiliki URL lengkap yang akurat.

    Berikut adalah bagian dari contoh peristiwa dengan entri di experimentalFields untuk gad_campaignid dan session_start_time_usec, serta agen pengguna di kolom landingPageDeviceInfo:

    {
      ...,
      "experimentalFields": [
        {
          "field": "gad_campaignid",
          "value": "21288051566"
        },
        {
          "field": "session_start_time_usec",
          "value": "1767711548052000"
        }
      ],
      "adIdentifiers": {
        "landingPageDeviceInfo": {
          "userAgent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36"
        }
      }
    }
    
    

Menambahkan informasi Google Analytics

Jika tujuan untuk peristiwa yang dikirim sebagai sumber data tambahan mencakup properti Google Analytics, isi kolom berikut seperti yang ditunjukkan:

eventName

Wajib diisi. Nama peristiwa Google Analytics.

transactionId

Wajib diisi . ID unik untuk peristiwa.

Minimal satu ID

Setidaknya salah satu kolom berikut harus disetel:

destinationReferences

Wajib jika daftar destinations tingkat permintaan berisi lebih dari satu Destination Google Analytics. Tambahkan entri ke destinationReferences untuk menentukan tujuan Google Analytics yang harus menerima peristiwa. Lihat mengirim peristiwa ke beberapa tujuan untuk mengetahui informasi selengkapnya tentang referensi tujuan.

Jika destinationReferences tidak disetel atau memiliki beberapa entri yang merujuk ke tujuan Google Analytics, Data Manager API akan menolak peristiwa dengan error MULTIPLE_DESTINATIONS_FOR_GOOGLE_ANALYTICS_EVENT.

userId

Opsional. User-ID untuk pengguna.

additionalEventParameters

Opsional, tetapi direkomendasikan. Isi daftar ini dengan parameter peristiwa Google Analytics yang tidak tercatat di kolom Event lainnya. Parameter dapat mencakup parameter tambahan yang direkomendasikan dari peristiwa purchase, atau parameter lain yang ingin Anda ambil. Gunakan nama parameter Google Analytics untuk parameterName dari EventParameter.

Misalnya, jika Anda memiliki pajak yang terkait dengan transaksi, tambahkan entri ke additionalEventParameters dengan parameterName ditetapkan ke tax, dan value ditetapkan ke biaya pajak.

Sebaiknya jangan menambahkan entri untuk parameter peristiwa Google Analytics transactionId, currency, atau value. Sebagai gantinya, isi transactionId, currency, dan conversionValue dari Event, yang lebih diprioritaskan daripada entri apa pun di additionalEventParameters.

Menambahkan data keranjang untuk peristiwa pembelian

Isi kolom cartData dari Event dengan informasi tentang item yang dibeli. Untuk setiap item yang dibeli, tambahkan objek Item ke daftar items CartData dan isi kolom berikut seperti yang ditunjukkan:

itemId
Wajib. ID unik untuk item.
unitPrice

Wajib diisi. Harga satuan tidak termasuk pajak, pengiriman, dan diskon cakupan peristiwa (tingkat transaksi).

Jika item memiliki diskon cakupan item, gunakan harga per unit diskon. Misalnya, jika item memiliki harga satuan 27.67 dan diskon satuan 6.66, tetapkan unitPrice ke 21.01.

quantity

Wajib diisi. Jumlah unit yang dibeli untuk item tertentu ini.

additionalItemParameters

Isi daftar ini dengan parameter cakupan item yang tidak tercakup dalam kolom Item lainnya. Gunakan nama parameter item Google Analytics untuk parameterName dari ItemParameter.

Misalnya, jika Anda memiliki merek dan kategori untuk suatu item, tambahkan entri ke additionalItemParameters item dengan parameterName ditetapkan ke item_brand dan value ditetapkan ke nama merek, serta entri lain dengan parameterName ditetapkan ke item_category dan value ditetapkan ke kategori item.

Sebaiknya jangan menambahkan entri untuk parameter item Google Analytics quantity, price, atau item_id. Sebagai gantinya, isi itemId, unitPrice, dan quantity dari Item, yang lebih diprioritaskan daripada entri apa pun di additionalItemParameters.

Berikut contoh Event untuk data yang diformat, di-hash, dan dienkode dari peristiwa kedua, dengan data tambahan untuk Google Analytics:

{
  "adIdentifiers": {
     "gclid": "GCLID_2"
  },
  "conversionValue": 42.02,
  "currency": "EUR",
  "eventTimestamp": "2025-06-10T23:42:33-05:00",
  "transactionId": "DEF999911111",
  "eventSource": "WEB",
  "userData": {
    "userIdentifiers": [
      {
        "emailAddress": "3E693CF7E5B67880BFF33B2D2626DADB7BF1D4BC737192E47CF8BAA89ACF2250"
      },
      {
        "emailAddress": "223EBDA6F6889B1494551BA902D9D381DAF2F642BAE055888E96343D53E9F9C4"
      },
      {
        "address": {
          "givenName": "2752B88686847FA5C86F47B94CE652B7B3F22A91C37617D451A4DB9AFA431450",
          "familyName": "6654977D57DDDD3C0329CA741B109EF6CD6430BEDD00008AAD213DF25683D77F",
          "regionCode": "PT",
          "postalCode": "1229-076"
        }
      }
    ],
  },
  "userProperties": {
    "customerType": "RETURNING"
  },
  "eventName": "purchase",
  "clientId": "9876543210.1761582117",
  "userId": "user_DEF9876",
  "additionalEventParameters": [
    {
      "parameterName": "ad_unit_name",
      "value": "Banner_02"
    }
  ],
  "cartData": {
    "transactionDiscount": 6.66,
    "items": [
      {
        "itemId": "SKU_12346",
        "quantity": 2,
        "unitPrice": 21.01,
        "additionalItemParameters": [
          {
            "parameterName": "item_name",
            "value": "Google Grey Women's Tee"
          },
          {
            "parameterName": "affiliation",
            "value": "Google Merchandise Store"
          },
          {
            "parameterName": "coupon",
            "value": "SUMMER_FUN"
          },
          {
            "parameterName": "discount",
            "value": "3.33"
          },
          {
            "parameterName": "index",
            "value": "1"
          },
          {
            "parameterName": "item_brand",
            "value": "Google"
          },
          {
            "parameterName": "item_category",
            "value": "Apparel"
          },
          {
            "parameterName": "item_category2",
            "value": "Adult"
          },
          {
            "parameterName": "item_category3",
            "value": "Shirts"
          },
          {
            "parameterName": "item_category4",
            "value": "Crew"
          },
          {
            "parameterName": "item_category5",
            "value": "Short sleeve"
          },
          {
            "parameterName": "item_list_id",
            "value": "related_products"
          },
          {
            "parameterName": "item_list_name",
            "value": "Related Products"
          }
        ]
      }
    ]
  }
}

Buat isi permintaan

Untuk membuat isi permintaan, gabungkan destinations dan events, tetapkan kolom encoding, dan tambahkan kolom permintaan lain yang ingin Anda sertakan seperti validateOnly dan consent.

Contoh dalam panduan ini tidak menggunakan enkripsi, tetapi Anda dapat mengikuti petunjuk di Mengenkripsi data pengguna untuk menambahkan enkripsi ke proses Anda.

Kirim permintaan

Berikut langkah-langkah untuk mencoba permintaan dari browser Anda:

  1. Pilih tab REST, lalu klik Open in API Explorer untuk membuka API Explorer di tab atau jendela baru.
  2. Di isi permintaan di API Explorer, ganti setiap string yang diawali dengan REPLACE_WITH, seperti REPLACE_WITH_OPERATING_ACCOUNT_TYPE, dengan nilai yang relevan.
  3. Klik Execute di bagian bawah halaman API Explorer dan selesaikan perintah otorisasi untuk mengirim permintaan.
  4. Tetapkan validateOnly ke true untuk memvalidasi permintaan tanpa menerapkan perubahan. Jika Anda sudah siap untuk menerapkan perubahan, tetapkan validateOnly ke false.

Jika Anda menginstal library klien, pilih tab untuk bahasa pemrograman yang Anda pilih untuk melihat contoh kode lengkap tentang cara membuat dan mengirim permintaan.

REST

{
    "destinations": [
        {
            "operatingAccount": {
                "accountType": "OPERATING_ACCOUNT_TYPE",
                "accountId": "OPERATING_ACCOUNT_ID"
            },
            "loginAccount": {
                "accountType": "LOGIN_ACCOUNT_TYPE",
                "accountId": "LOGIN_ACCOUNT_ID"
            },
            "productDestinationId": "CONVERSION_ACTION_ID"
        }
    ],
    "encoding": "HEX",
    "events": [
        {
            "adIdentifiers": {
                "gclid": "GCLID_1"
            },
            "conversionValue": 30.03,
            "currency": "USD",
            "eventTimestamp": "2025-06-10T20:07:01Z",
            "transactionId": "ABC798654321",
            "eventSource": "WEB",
            "userData": {
                "userIdentifiers": [
                    {
                        "address": {
                            "givenName": "96D9632F363564CC3032521409CF22A852F2032EEC099ED5967C0D000CEC607A",
                            "familyName": "DB98D2607EFFFA28AFF66975868BF54C075ECA7157E35064DCE08E20B85B1081",
                            "regionCode": "US",
                            "postalCode": "94045"
                        }
                    }
                ]
            },
            "userProperties": {
                "customerType": "NEW",
                "customerValueBucket": "HIGH"
            },
            "eventName": "purchase",
            "clientId": "1234567890.1761581763",
            "userId": "user_ABC12345",
            "additionalEventParameters": [
                {
                    "parameterName": "ad_unit_name",
                    "value": "Banner_01"
                }
            ],
            "cartData": {
                "transactionDiscount": 6.66,
                "items": [
                    {
                        "itemId": "SKU_12345",
                        "quantity": 3,
                        "unitPrice": 10.01,
                        "additionalItemParameters": [
                            {
                                "parameterName": "item_name",
                                "value": "Stan and Friends Tee"
                            },
                            {
                                "parameterName": "affiliation",
                                "value": "Google Merchandise Store"
                            },
                            {
                                "parameterName": "coupon",
                                "value": "SUMMER_FUN"
                            },
                            {
                                "parameterName": "discount",
                                "value": "2.22"
                            },
                            {
                                "parameterName": "index",
                                "value": "0"
                            },
                            {
                                "parameterName": "item_brand",
                                "value": "Google"
                            },
                            {
                                "parameterName": "item_category",
                                "value": "Apparel"
                            },
                            {
                                "parameterName": "item_category2",
                                "value": "Adult"
                            },
                            {
                                "parameterName": "item_category3",
                                "value": "Shirts"
                            },
                            {
                                "parameterName": "item_category4",
                                "value": "Crew"
                            },
                            {
                                "parameterName": "item_category5",
                                "value": "Short sleeve"
                            },
                            {
                                "parameterName": "item_list_id",
                                "value": "related_products"
                            },
                            {
                                "parameterName": "item_list_name",
                                "value": "Related Products"
                            }
                        ]
                    }
                ]
            }
        },
        {
            "adIdentifiers": {
                "gclid": "GCLID_2"
            },
            "conversionValue": 42.02,
            "currency": "EUR",
            "eventTimestamp": "2025-06-11T04:42:33Z",
            "transactionId": "DEF999911111",
            "eventSource": "WEB",
            "userData": {
                "userIdentifiers": [
                    {
                        "emailAddress": "3E693CF7E5B67880BFF33B2D2626DADB7BF1D4BC737192E47CF8BAA89ACF2250"
                    },
                    {
                        "emailAddress": "223EBDA6F6889B1494551BA902D9D381DAF2F642BAE055888E96343D53E9F9C4"
                    },
                    {
                        "address": {
                            "givenName": "2752B88686847FA5C86F47B94CE652B7B3F22A91C37617D451A4DB9AFA431450",
                            "familyName": "6654977D57DDDD3C0329CA741B109EF6CD6430BEDD00008AAD213DF25683D77F",
                            "regionCode": "PT",
                            "postalCode": "1229-076"
                        }
                    }
                ]
            },
            "userProperties": {
                "customerType": "RETURNING"
            },
            "eventName": "purchase",
            "clientId": "9876543210.1761582117",
            "userId": "user_DEF9876",
            "additionalEventParameters": [
                {
                    "parameterName": "ad_unit_name",
                    "value": "Banner_02"
                }
            ],
            "cartData": {
                "transactionDiscount": 6.66,
                "items": [
                    {
                        "itemId": "SKU_12346",
                        "quantity": 2,
                        "unitPrice": 21.01,
                        "additionalItemParameters": [
                            {
                                "parameterName": "item_name",
                                "value": "Google Grey Women's Tee"
                            },
                            {
                                "parameterName": "affiliation",
                                "value": "Google Merchandise Store"
                            },
                            {
                                "parameterName": "coupon",
                                "value": "SUMMER_FUN"
                            },
                            {
                                "parameterName": "discount",
                                "value": "3.33"
                            },
                            {
                                "parameterName": "index",
                                "value": "1"
                            },
                            {
                                "parameterName": "item_brand",
                                "value": "Google"
                            },
                            {
                                "parameterName": "item_category",
                                "value": "Apparel"
                            },
                            {
                                "parameterName": "item_category2",
                                "value": "Adult"
                            },
                            {
                                "parameterName": "item_category3",
                                "value": "Shirts"
                            },
                            {
                                "parameterName": "item_category4",
                                "value": "Crew"
                            },
                            {
                                "parameterName": "item_category5",
                                "value": "Short sleeve"
                            },
                            {
                                "parameterName": "item_list_id",
                                "value": "related_products"
                            },
                            {
                                "parameterName": "item_list_name",
                                "value": "Related Products"
                            }
                        ]
                    }
                ]
            }
        }
    ],
    "validateOnly": true
}

.NET

// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

using System.Text.Json;
using CommandLine;
using Google.Ads.DataManager.Util;
using Google.Ads.DataManager.V1;
using Google.Protobuf.WellKnownTypes;
using static Google.Ads.DataManager.V1.ProductAccount.Types;

namespace Google.Ads.DataManager.Samples
{
    // <summary>
    // Sends an <see cref="IngestEventsRequest" /> without using encryption.
    //
    // Event data is read from a data file. See the <c>events_1.json</c> file in the
    // <c>sampledata</c> directory for an example.
    // </summary>
    public class IngestEvents
    {
        private static readonly int MaxEventsPerRequest = 2_000;

        [Verb("ingest-events", HelpText = "Sends an IngestEventsRequest without using encryption.")]
        public class Options
        {
            [Option(
                "operatingAccountType",
                Required = true,
                HelpText = "Account type of the operating account"
            )]
            public AccountType OperatingAccountType { get; set; }

            [Option(
                "operatingAccountId",
                Required = true,
                HelpText = "ID of the operating account"
            )]
            public string OperatingAccountId { get; set; } = null!;

            [Option(
                "loginAccountType",
                Required = false,
                HelpText = "Account type of the login account"
            )]
            public AccountType? LoginAccountType { get; set; }

            [Option("loginAccountId", Required = false, HelpText = "ID of the login account")]
            public string? LoginAccountId { get; set; }

            [Option(
                "linkedAccountProduct",
                Required = false,
                HelpText = "Account type of the linked account"
            )]
            public AccountType? LinkedAccountType { get; set; }

            [Option("linkedAccountId", Required = false, HelpText = "ID of the linked account")]
            public string? LinkedAccountId { get; set; }

            [Option(
                "conversionActionId",
                Required = true,
                HelpText = "ID of the conversion action"
            )]
            public string ConversionActionId { get; set; } = null!;

            [Option(
                "jsonFile",
                Required = true,
                HelpText = "JSON file containing user data to ingest"
            )]
            public string JsonFile { get; set; } = null!;

            [Option(
                "validateOnly",
                Default = true,
                HelpText = "Whether to enable validateOnly on the request"
            )]
            public bool ValidateOnly { get; set; }
        }

        public void Run(Options options)
        {
            RunExample(
                options.OperatingAccountType,
                options.OperatingAccountId,
                options.LoginAccountType,
                options.LoginAccountId,
                options.LinkedAccountType,
                options.LinkedAccountId,
                options.ConversionActionId,
                options.JsonFile,
                options.ValidateOnly
            );
        }

        private void RunExample(
            AccountType operatingAccountType,
            string operatingAccountId,
            AccountType? loginAccountType,
            string? loginAccountId,
            AccountType? linkedAccountType,
            string? linkedAccountId,
            string conversionActionId,
            string jsonFile,
            bool validateOnly
        )
        {
            if (loginAccountId == null ^ loginAccountType == null)
            {
                throw new ArgumentException(
                    "Must specify either both or neither of login account ID and login account "
                        + "type"
                );
            }
            if (linkedAccountId == null ^ linkedAccountType == null)
            {
                throw new ArgumentException(
                    "Must specify either both or neither of linked account ID and linked account "
                        + "type"
                );
            }

            // Reads member data from the data file.
            List<EventRecord> eventRecords = ReadEventData(jsonFile);
            // Gets an instance of the UserDataFormatter for normalizing and formatting the data.
            UserDataFormatter userDataFormatter = new UserDataFormatter();

            // Builds the events collection for the request.
            var events = new List<Event>();
            foreach (var eventRecord in eventRecords)
            {
                var eventBuilder = new Event();

                try
                {
                    eventBuilder.EventTimestamp = Timestamp.FromDateTime(
                        DateTime.Parse(eventRecord.Timestamp ?? "").ToUniversalTime()
                    );
                }
                catch (FormatException)
                {
                    Console.WriteLine(
                        $"Skipping event with invalid timestamp: {eventRecord.Timestamp}"
                    );
                    continue;
                }

                if (string.IsNullOrEmpty(eventRecord.TransactionId))
                {
                    Console.WriteLine("Skipping event with no transaction ID");
                    continue;
                }
                eventBuilder.TransactionId = eventRecord.TransactionId;

                if (!string.IsNullOrEmpty(eventRecord.EventSource))
                {
                    if (
                        System.Enum.TryParse(
                            eventRecord.EventSource,
                            true,
                            out EventSource eventSource
                        )
                    )
                    {
                        eventBuilder.EventSource = eventSource;
                    }
                    else
                    {
                        Console.WriteLine(
                            $"Skipping event with invalid event source: {eventRecord.EventSource}"
                        );
                        continue;
                    }
                }

                if (!string.IsNullOrEmpty(eventRecord.Gclid))
                {
                    eventBuilder.AdIdentifiers = new AdIdentifiers { Gclid = eventRecord.Gclid };
                }

                if (!string.IsNullOrEmpty(eventRecord.Currency))
                {
                    eventBuilder.Currency = eventRecord.Currency;
                }

                if (eventRecord.Value.HasValue)
                {
                    eventBuilder.ConversionValue = eventRecord.Value.Value;
                }

                var userDataBuilder = new UserData();

                // Adds a UserIdentifier for each valid email address for the eventRecord.
                if (eventRecord.Emails != null)
                {
                    foreach (var email in eventRecord.Emails)
                    {
                        try
                        {
                            string preparedEmail = userDataFormatter.ProcessEmailAddress(
                                email,
                                UserDataFormatter.Encoding.Hex
                            );
                            // Adds an email address identifier with the encoded email hash.
                            userDataBuilder.UserIdentifiers.Add(
                                new UserIdentifier { EmailAddress = preparedEmail }
                            );
                        }
                        catch (ArgumentException)
                        {
                            // Skips invalid input.
                            continue;
                        }
                    }
                }

                // Adds a UserIdentifier for each valid phone number for the eventRecord.
                if (eventRecord.PhoneNumbers != null)
                {
                    foreach (var phoneNumber in eventRecord.PhoneNumbers)
                    {
                        try
                        {
                            string preparedPhoneNumber = userDataFormatter.ProcessPhoneNumber(
                                phoneNumber,
                                UserDataFormatter.Encoding.Hex
                            );
                            // Adds a phone number identifier with the encoded phone hash.
                            userDataBuilder.UserIdentifiers.Add(
                                new UserIdentifier { PhoneNumber = preparedPhoneNumber }
                            );
                        }
                        catch (ArgumentException)
                        {
                            // Skips invalid input.
                            continue;
                        }
                    }
                }

                if (userDataBuilder.UserIdentifiers.Any())
                {
                    eventBuilder.UserData = userDataBuilder;
                }
                events.Add(eventBuilder);
            }

            // Builds the Destination for the request.
            var destinationBuilder = new Destination
            {
                OperatingAccount = new ProductAccount
                {
                    AccountType = operatingAccountType,
                    AccountId = operatingAccountId,
                },
                ProductDestinationId = conversionActionId,
            };

            if (loginAccountType.HasValue && loginAccountId != null)
            {
                destinationBuilder.LoginAccount = new ProductAccount
                {
                    AccountType = loginAccountType.Value,
                    AccountId = loginAccountId,
                };
            }

            if (linkedAccountType.HasValue && linkedAccountId != null)
            {
                destinationBuilder.LinkedAccount = new ProductAccount
                {
                    AccountType = linkedAccountType.Value,
                    AccountId = linkedAccountId,
                };
            }

            IngestionServiceClient ingestionServiceClient = IngestionServiceClient.Create();

            int requestCount = 0;

            // Batches requests to send up to the maximum number of events per request.
            for (var i = 0; i < events.Count; i += MaxEventsPerRequest)
            {
                IEnumerable<Event> batch = events.Skip(i).Take(MaxEventsPerRequest);
                requestCount++;
                var request = new IngestEventsRequest
                {
                    Destinations = { destinationBuilder },
                    // Adds events from the current batch.
                    Events = { batch },
                    Consent = new Consent
                    {
                        AdPersonalization = ConsentStatus.ConsentGranted,
                        AdUserData = ConsentStatus.ConsentGranted,
                    },
                    // Sets validate_only. If true, then the Data Manager API only validates the
                    // request but doesn't apply changes.
                    ValidateOnly = validateOnly,
                    Encoding = V1.Encoding.Hex,
                };

                // Sends the data to the Data Manager API.
                IngestEventsResponse response = ingestionServiceClient.IngestEvents(request);
                Console.WriteLine($"Response for request #{requestCount}:\n{response}");
            }
            Console.WriteLine($"# of requests sent: {requestCount}");
        }

        private class EventRecord
        {
            public List<string>? Emails { get; set; }
            public List<string>? PhoneNumbers { get; set; }
            public string? Timestamp { get; set; }
            public string? TransactionId { get; set; }
            public string? EventSource { get; set; }
            public double? Value { get; set; }
            public string? Currency { get; set; }
            public string? Gclid { get; set; }
        }

        private List<EventRecord> ReadEventData(string jsonFile)
        {
            string jsonString = File.ReadAllText(jsonFile);
            var options = new JsonSerializerOptions { PropertyNameCaseInsensitive = true };
            return JsonSerializer.Deserialize<List<EventRecord>>(jsonString, options)
                ?? new List<EventRecord>();
        }
    }
}

Java

// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package com.google.ads.datamanager.samples;

import com.beust.jcommander.Parameter;
import com.google.ads.datamanager.samples.common.BaseParamsConfig;
import com.google.ads.datamanager.util.UserDataFormatter;
import com.google.ads.datamanager.util.UserDataFormatter.Encoding;
import com.google.ads.datamanager.v1.AdIdentifiers;
import com.google.ads.datamanager.v1.Consent;
import com.google.ads.datamanager.v1.ConsentStatus;
import com.google.ads.datamanager.v1.Destination;
import com.google.ads.datamanager.v1.Event;
import com.google.ads.datamanager.v1.EventSource;
import com.google.ads.datamanager.v1.IngestEventsRequest;
import com.google.ads.datamanager.v1.IngestEventsResponse;
import com.google.ads.datamanager.v1.IngestionServiceClient;
import com.google.ads.datamanager.v1.ProductAccount;
import com.google.ads.datamanager.v1.ProductAccount.AccountType;
import com.google.ads.datamanager.v1.UserData;
import com.google.ads.datamanager.v1.UserIdentifier;
import com.google.common.base.Strings;
import com.google.common.collect.Lists;
import com.google.common.reflect.TypeToken;
import com.google.gson.GsonBuilder;
import com.google.protobuf.util.Timestamps;
import java.io.BufferedReader;
import java.io.IOException;
import java.lang.reflect.Type;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.text.ParseException;
import java.util.ArrayList;
import java.util.List;
import java.util.logging.Logger;

/**
 * Sends an {@link IngestEventsRequest} without using encryption.
 *
 * <p>Event data is read from a data file. See the {@code events_1.json} file in the {@code
 * resources/sampledata} directory for a sample file.
 */
public class IngestEvents {
  private static final Logger LOGGER = Logger.getLogger(IngestEvents.class.getName());

  /** The maximum number of events allowed per request. */
  private static final int MAX_EVENTS_PER_REQUEST = 2_000;

  private static final class ParamsConfig extends BaseParamsConfig<ParamsConfig> {

    @Parameter(
        names = "--operatingAccountType",
        required = true,
        description = "Account type of the operating account")
    AccountType operatingAccountType;

    @Parameter(
        names = "--operatingAccountId",
        required = true,
        description = "ID of the operating account")
    String operatingAccountId;

    @Parameter(
        names = "--loginAccountType",
        required = false,
        description = "Account type of the login account")
    AccountType loginAccountType;

    @Parameter(
        names = "--loginAccountId",
        required = false,
        description = "ID of the login account")
    String loginAccountId;

    @Parameter(
        names = "--linkedAccountType",
        required = false,
        description = "Account type of the linked account")
    AccountType linkedAccountType;

    @Parameter(
        names = "--linkedAccountId",
        required = false,
        description = "ID of the linked account")
    String linkedAccountId;

    @Parameter(
        names = "--conversionActionId",
        required = true,
        description = "ID of the conversion action")
    String conversionActionId;

    @Parameter(
        names = "--jsonFile",
        required = true,
        description = "JSON file containing user data to ingest")
    String jsonFile;

    @Parameter(
        names = "--validateOnly",
        required = false,
        arity = 1,
        description = "Whether to enable validateOnly on the request")
    boolean validateOnly = true;
  }

  public static void main(String[] args) throws IOException {
    ParamsConfig paramsConfig = new ParamsConfig().parseOrExit(args);
    if ((paramsConfig.loginAccountId == null) != (paramsConfig.loginAccountType == null)) {
      throw new IllegalArgumentException(
          "Must specify either both or neither of login account ID and login account type");
    }
    if ((paramsConfig.linkedAccountId == null) != (paramsConfig.linkedAccountType == null)) {
      throw new IllegalArgumentException(
          "Must specify either both or neither of linked account ID and linked account type");
    }
    new IngestEvents().runExample(paramsConfig);
  }

  /**
   * Runs the example. This sample assumes that the login and operating account are the same.
   *
   * @param params the parameters for the example
   */
  private void runExample(ParamsConfig params) throws IOException {
    // Reads event data from the JSON file.
    List<EventRecord> eventRecords = readEventData(params.jsonFile);

    // Gets an instance of the UserDataFormatter for normalizing and formatting the data.
    UserDataFormatter userDataFormatter = UserDataFormatter.create();

    // Builds the events collection for the request.
    List<Event> events = new ArrayList<>();
    for (EventRecord eventRecord : eventRecords) {
      Event.Builder eventBuilder = Event.newBuilder();
      try {
        eventBuilder.setEventTimestamp(Timestamps.parse(eventRecord.timestamp));
      } catch (ParseException pe) {
        LOGGER.warning(
            () ->
                String.format("Skipping event with invalid timestamp: %s", eventRecord.timestamp));
        continue;
      }

      if (Strings.isNullOrEmpty(eventRecord.transactionId)) {
        LOGGER.warning("Skipping event with no transaction ID");
        continue;
      }
      eventBuilder.setTransactionId(eventRecord.transactionId);
      if (!Strings.isNullOrEmpty(eventRecord.eventSource)) {
        try {
          eventBuilder.setEventSource(EventSource.valueOf(eventRecord.eventSource));
        } catch (IllegalArgumentException iae) {
          LOGGER.warning("Skipping event with invalid event source: " + eventRecord.eventSource);
          continue;
        }
      }

      if (!Strings.isNullOrEmpty(eventRecord.gclid)) {
        eventBuilder.setAdIdentifiers(AdIdentifiers.newBuilder().setGclid(eventRecord.gclid));
      }

      if (!Strings.isNullOrEmpty(eventRecord.currency)) {
        eventBuilder.setCurrency(eventRecord.currency);
      }

      if (eventRecord.value != null) {
        eventBuilder.setConversionValue(eventRecord.value);
      }

      UserData.Builder userDataBuilder = UserData.newBuilder();

      // Adds a UserIdentifier for each valid email address for the eventRecord.
      if (eventRecord.emails != null) {
        for (String email : eventRecord.emails) {
          String preparedEmail;
          try {
            preparedEmail = userDataFormatter.processEmailAddress(email, Encoding.HEX);
          } catch (IllegalArgumentException iae) {
            // Skips invalid input.
            continue;
          }
          // Sets the email address identifier to the encoded email hash.
          userDataBuilder.addUserIdentifiers(
              UserIdentifier.newBuilder().setEmailAddress(preparedEmail));
        }
      }

      // Adds a UserIdentifier for each valid phone number for the eventRecord.
      if (eventRecord.phoneNumbers != null) {
        for (String phoneNumber : eventRecord.phoneNumbers) {
          String preparedPhoneNumber;
          try {
            preparedPhoneNumber = userDataFormatter.processPhoneNumber(phoneNumber, Encoding.HEX);
          } catch (IllegalArgumentException iae) {
            // Skips invalid input.
            continue;
          }
          // Sets the phone number identifier to the encoded phone number hash.
          userDataBuilder.addUserIdentifiers(
              UserIdentifier.newBuilder().setPhoneNumber(preparedPhoneNumber));
        }
      }

      if (userDataBuilder.getUserIdentifiersCount() > 0) {
        eventBuilder.setUserData(userDataBuilder);
      }
      events.add(eventBuilder.build());
    }

    // Builds the Destination for the request.
    Destination.Builder destinationBuilder =
        Destination.newBuilder()
            .setOperatingAccount(
                ProductAccount.newBuilder()
                    .setAccountType(params.operatingAccountType)
                    .setAccountId(params.operatingAccountId))
            .setProductDestinationId(params.conversionActionId);
    if (params.loginAccountType != null && params.loginAccountId != null) {
      destinationBuilder.setLoginAccount(
          ProductAccount.newBuilder()
              .setAccountType(params.loginAccountType)
              .setAccountId(params.loginAccountId));
    }
    if (params.linkedAccountType != null && params.linkedAccountId != null) {
      destinationBuilder.setLinkedAccount(
          ProductAccount.newBuilder()
              .setAccountType(params.linkedAccountType)
              .setAccountId(params.linkedAccountId));
    }

    try (IngestionServiceClient ingestionServiceClient = IngestionServiceClient.create()) {
      int requestCount = 0;
      // Batches requests to send up to the maximum number of events per request.
      for (List<Event> eventsBatch : Lists.partition(events, MAX_EVENTS_PER_REQUEST)) {
        requestCount++;
        // Builds the request.
        IngestEventsRequest request =
            IngestEventsRequest.newBuilder()
                .addDestinations(destinationBuilder)
                // Adds events from the current batch.
                .addAllEvents(eventsBatch)
                .setConsent(
                    Consent.newBuilder()
                        .setAdPersonalization(ConsentStatus.CONSENT_GRANTED)
                        .setAdUserData(ConsentStatus.CONSENT_GRANTED))
                // Sets validate_only. If true, then the Data Manager API only validates the request
                // but doesn't apply changes.
                .setValidateOnly(params.validateOnly)
                // Sets encoding to match the encoding used.
                .setEncoding(com.google.ads.datamanager.v1.Encoding.HEX)
                .build();

        LOGGER.info(() -> String.format("Request:%n%s", request));
        IngestEventsResponse response = ingestionServiceClient.ingestEvents(request);
        LOGGER.info(String.format("Response for request #:%n%s", requestCount, response));
      }

      LOGGER.info("# of requests sent: " + requestCount);
    }
  }

  /** Data object for a single row of input data. */
  @SuppressWarnings("unused")
  private static class EventRecord {
    private List<String> emails;
    private List<String> phoneNumbers;
    private String timestamp;
    private String transactionId;
    private String eventSource;
    private Double value;
    private String currency;
    private String gclid;
  }

  /** Reads the data file and parses each line into a {@link EventRecord} object. */
  private List<EventRecord> readEventData(String jsonFile) throws IOException {
    try (BufferedReader jsonReader =
        Files.newBufferedReader(Paths.get(jsonFile), StandardCharsets.UTF_8)) {
      // Define the type for Gson to deserialize into (List of EventRecord objects)
      Type recordListType = new TypeToken<ArrayList<EventRecord>>() {}.getType();

      // Parse the JSON string from the file into a List of EventRecord objects
      return new GsonBuilder().create().fromJson(jsonReader, recordListType);
    }
  }
}

Node

#!/usr/bin/env node
// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

'use strict';

import {IngestionServiceClient} from '@google-ads/datamanager';
import {protos} from '@google-ads/datamanager';
const {
  Event: DataManagerEvent,
  Destination,
  Encoding: DataManagerEncoding,
  EventSource,
  Consent,
  ConsentStatus,
  IngestEventsRequest,
  ProductAccount,
  UserData,
  UserIdentifier,
} = protos.google.ads.datamanager.v1;
import {UserDataFormatter, Encoding} from '@google-ads/data-manager-util';
import * as fs from 'fs';
import * as yargs from 'yargs';

const MAX_EVENTS_PER_REQUEST = 10000;

interface Arguments {
  operating_account_type: string;
  operating_account_id: string;
  conversion_action_id: string;
  json_file: string;
  validate_only: boolean;
  login_account_type?: string;
  login_account_id?: string;
  linked_account_type?: string;
  linked_account_id?: string;
  [x: string]: unknown;
}

interface EventRow {
  timestamp: string;
  transactionId: string;
  eventSource?: string;
  gclid?: string;
  currency?: string;
  value?: number;
  emails?: string[];
  phoneNumbers?: string[];
}

/**
 * The main function for the IngestEvents sample.
 */
async function main() {
  const argv: Arguments = yargs
    .option('operating_account_type', {
      describe: 'The account type of the operating account.',
      type: 'string',
      required: true,
    })
    .option('operating_account_id', {
      describe: 'The ID of the operating account.',
      type: 'string',
      required: true,
    })
    .option('conversion_action_id', {
      describe: 'The ID of the conversion action.',
      type: 'string',
      required: true,
    })
    .option('json_file', {
      describe: 'JSON file containing user data to ingest.',
      type: 'string',
      required: true,
    })
    .option('validate_only', {
      describe: 'Whether to enable validate_only on the request.',
      type: 'boolean',
      default: true,
    })
    .option('login_account_type', {
      describe: 'The account type of the login account.',
      type: 'string',
    })
    .option('login_account_id', {
      describe: 'The ID of the login account.',
      type: 'string',
    })
    .option('linked_account_type', {
      describe: 'The account type of the linked account.',
      type: 'string',
    })
    .option('linked_account_id', {
      describe: 'The ID of the linked account.',
      type: 'string',
    })
    .option('config', {
      describe: 'Path to a JSON file with arguments.',
      type: 'string',
    })
    .config('config')
    .check((args: Arguments) => {
      if (
        (args.login_account_type && !args.login_account_id) ||
        (!args.login_account_type && args.login_account_id)
      ) {
        throw new Error(
          'Must specify either both or neither of login account type ' +
            'and login account ID',
        );
      }
      if (
        (args.linked_account_type && !args.linked_account_id) ||
        (!args.linked_account_type && args.linked_account_id)
      ) {
        throw new Error(
          'Must specify either both or neither of linked account type ' +
            'and linked account ID',
        );
      }
      return true;
    })
    .parseSync();

  // Reads event data from the JSON file.
  const eventRows: EventRow[] = readEventDataFile(argv.json_file);

  // Builds the events collection for the request.
  const events = [];
  const formatter = new UserDataFormatter();
  for (const eventRow of eventRows) {
    const event = DataManagerEvent.create();
    try {
      const date = new Date(eventRow.timestamp);
      event.eventTimestamp = {
        seconds: Math.floor(date.getTime() / 1000),
        nanos: (date.getTime() % 1000) * 1e6,
      };
    } catch (e) {
      console.warn(
        `Invalid timestamp format: ${eventRow.timestamp}. Skipping row.`,
      );
      continue;
    }

    if (!eventRow.transactionId) {
      console.warn('Skipping event with no transaction ID');
      continue;
    }
    event.transactionId = eventRow.transactionId;

    if (eventRow.eventSource) {
      const eventSourceEnumValue: number | undefined =
        EventSource[eventRow.eventSource as keyof typeof EventSource];
      if (eventSourceEnumValue === undefined) {
        console.warn(
          `Skipping event with invalid event_source: ${eventRow.eventSource}`,
        );
        continue;
      }
      event.eventSource = eventSourceEnumValue;
    }

    if (eventRow.gclid) {
      event.adIdentifiers = {gclid: eventRow.gclid};
    }

    if (eventRow.currency) {
      event.currency = eventRow.currency;
    }

    if (eventRow.value) {
      event.conversionValue = eventRow.value;
    }

    const userData = UserData.create();
    // Adds a UserIdentifier for each valid email address for the eventRecord.
    if (eventRow.emails) {
      for (const email of eventRow.emails) {
        try {
          const processedEmail = formatter.processEmailAddress(
            email,
            Encoding.HEX,
          );
          userData.userIdentifiers.push(
            UserIdentifier.create({emailAddress: processedEmail}),
          );
        } catch (e) {
          console.warn(`Invalid email address: ${email}. Skipping.`);
        }
      }
    }

    // Adds a UserIdentifier for each valid phone number for the eventRecord.
    if (eventRow.phoneNumbers) {
      for (const phoneNumber of eventRow.phoneNumbers) {
        try {
          const processedPhone = formatter.processPhoneNumber(
            phoneNumber,
            Encoding.HEX,
          );
          userData.userIdentifiers.push(
            UserIdentifier.create({phoneNumber: processedPhone}),
          );
        } catch (e) {
          console.warn(`Invalid phone: ${phoneNumber}. Skipping.`);
        }
      }
    }

    if (userData.userIdentifiers.length > 0) {
      event.userData = userData;
    }

    events.push(event);
  }

  // Sets up the Destination.
  const operatingAccountType = convertToAccountType(
    argv.operating_account_type,
    'operating_account_type',
  );

  const destination = Destination.create({
    operatingAccount: ProductAccount.create({
      accountType: operatingAccountType,
      accountId: argv.operating_account_id,
    }),
    productDestinationId: argv.conversion_action_id,
  });

  // The login account is optional.
  if (argv.login_account_type) {
    const loginAccountType = convertToAccountType(
      argv.login_account_type,
      'login_account_type',
    );
    destination.loginAccount = ProductAccount.create({
      accountType: loginAccountType,
      accountId: argv.login_account_id,
    });
  }

  // The linked account is optional.
  if (argv.linked_account_type) {
    const linkedAccountType = convertToAccountType(
      argv.linked_account_type,
      'linked_account_type',
    );
    destination.linkedAccount = ProductAccount.create({
      accountType: linkedAccountType,
      accountId: argv.linked_account_id,
    });
  }

  const client = new IngestionServiceClient();

  let requestCount = 0;
  // Batches requests to send up to the maximum number of events per request.
  for (let i = 0; i < events.length; i += MAX_EVENTS_PER_REQUEST) {
    requestCount++;
    const eventsBatch = events.slice(i, i + MAX_EVENTS_PER_REQUEST);

    // Builds the request.
    const request = IngestEventsRequest.create({
      destinations: [destination],
      // Adds events from the current batch.
      events: eventsBatch,
      consent: Consent.create({
        adUserData: ConsentStatus.CONSENT_GRANTED,
        adPersonalization: ConsentStatus.CONSENT_GRANTED,
      }),
      // Sets encoding to match the encoding used.
      encoding: DataManagerEncoding.HEX,
      // Sets validate_only. If true, then the Data Manager API only validates the request
      validateOnly: argv.validate_only,
    });

    const [response] = await client.ingestEvents(request);
    console.log(`Response for request #${requestCount}:\n`, response);
  }
  console.log(`# of requests sent: ${requestCount}`);
}

/**
 * Reads the event data from the given JSON file.
 * @param {string} jsonFile The path to the JSON file.
 * @return {EventRow[]} An array of event data.
 */
function readEventDataFile(jsonFile: string): EventRow[] {
  const fileContent = fs.readFileSync(jsonFile, 'utf8');
  return JSON.parse(fileContent);
}

/**
 * Validates that a given string is an enum value for the AccountType enum, and
 * if validation passes, returns the AccountType enum value.
 * @param proposedValue the name of an AccountType enum value
 * @param paramName the name of the parameter to use in the error message if validation fails
 * @returns {protos.google.ads.datamanager.v1.ProductAccount.AccountType} The corresponding enum value.
 * @throws {Error} If the string is not an AccountType enum value.
 */
function convertToAccountType(
  proposedValue: string,
  paramName: string,
): protos.google.ads.datamanager.v1.ProductAccount.AccountType {
  const AccountType = ProductAccount.AccountType;
  const accountTypeEnumNames = Object.keys(AccountType).filter(key =>
    isNaN(Number(key)),
  );
  if (!accountTypeEnumNames.includes(proposedValue)) {
    throw new Error(`Invalid ${paramName}: ${proposedValue}`);
  }
  return AccountType[proposedValue as keyof typeof AccountType];
}

if (require.main === module) {
  main().catch(console.error);
}

PHP

<?php
// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

/**
 * Sample of sending an IngestEventsRequest without encryption.
 */

require_once dirname(__DIR__, 1) . '/vendor/autoload.php';

use Google\Ads\DataManager\V1\AdIdentifiers;
use Google\Ads\DataManager\V1\Client\IngestionServiceClient;
use Google\Ads\DataManager\V1\Consent;
use Google\Ads\DataManager\V1\ConsentStatus;
use Google\Ads\DataManager\V1\Destination;
use Google\Ads\DataManager\V1\Encoding as DataManagerEncoding;
use Google\Ads\DataManager\V1\Event;
use Google\Ads\DataManager\V1\EventSource;
use Google\Ads\DataManager\V1\IngestEventsRequest;
use Google\Ads\DataManager\V1\ProductAccount;
use Google\Ads\DataManager\V1\ProductAccount\AccountType;
use Google\Ads\DataManager\V1\UserData;
use Google\Ads\DataManager\V1\UserIdentifier;
use Google\Ads\DataManagerUtil\Encoding;
use Google\Ads\DataManagerUtil\Formatter;
use Google\ApiCore\ApiException;
use Google\Protobuf\Timestamp;

// The maximum number of events allowed per request.
const MAX_EVENTS_PER_REQUEST = 2000;

/**
 * Reads the JSON-formatted event data file.
 *
 * @param string $jsonFile The event data file.
 * @return array A list of associative arrays, each representing an event.
 */
function readEventDataFile(string $jsonFile): array
{
    $jsonContent = file_get_contents($jsonFile);
    if ($jsonContent === false) {
        throw new \RuntimeException(sprintf('Could not read JSON file: %s', $jsonFile));
    }
    $events = json_decode($jsonContent, true);
    if (json_last_error() !== JSON_ERROR_NONE) {
        throw new \RuntimeException(sprintf('Invalid JSON in file: %s', $jsonFile));
    }
    return $events;
}

/**
 * Runs the sample.
 *
 * @param int $operatingAccountType The account type of the operating account.
 * @param string $operatingAccountId The ID of the operating account.
 * @param string $conversionActionId The ID of the conversion action.
 * @param string $jsonFile The JSON file containing event data.
 * @param bool $validateOnly Whether to enable validateOnly on the request.
 * @param int|null $loginAccountType The account type of the login account.
 * @param string|null $loginAccountId The ID of the login account.
 * @param int|null $linkedAccountType The account type of the linked account.
 * @param string|null $linkedAccountId The ID of the linked account.
 */
function main(
    int $operatingAccountType,
    string $operatingAccountId,
    string $conversionActionId,
    string $jsonFile,
    bool $validateOnly,
    ?int $loginAccountType = null,
    ?string $loginAccountId = null,
    ?int $linkedAccountType = null,
    ?string $linkedAccountId = null
): void {
    // Reads event data from the data file.
    $eventRecords = readEventDataFile($jsonFile);

    // Gets an instance of the UserDataFormatter for normalizing and formatting the data.
    $formatter = new Formatter();

    // Builds the events collection for the request.
    $events = [];
    foreach ($eventRecords as $eventRecord) {
        $event = new Event();

        if (empty($eventRecord['timestamp'])) {
            error_log('Skipping event with no timestamp.');
            continue;
        }
        try {
            $dateTime = new DateTime($eventRecord['timestamp']);
            $timestamp = new Timestamp();
            $timestamp->fromDateTime($dateTime);
            $event->setEventTimestamp($timestamp);
        } catch (\Exception $e) {
            error_log(sprintf('Skipping event with invalid timestamp: %s', $eventRecord['timestamp']));
            continue;
        }

        if (empty($eventRecord['transactionId'])) {
            error_log('Skipping event with no transaction ID');
            continue;
        }
        $event->setTransactionId($eventRecord['transactionId']);

        if (!empty($eventRecord['eventSource'])) {
            try {
                $event->setEventSource(EventSource::value($eventRecord['eventSource']));
            } catch (\UnexpectedValueException $e) {
                error_log('Skipping event with invalid event source: ' . $eventRecord['eventSource']);
                continue;
            }
        }

        if (!empty($eventRecord['gclid'])) {
            $event->setAdIdentifiers((new AdIdentifiers())->setGclid($eventRecord['gclid']));
        }

        if (!empty($eventRecord['currency'])) {
            $event->setCurrency($eventRecord['currency']);
        }

        if (isset($eventRecord['value'])) {
            $event->setConversionValue($eventRecord['value']);
        }

        $userData = new UserData();
        $identifiers = [];

        if (!empty($eventRecord['emails'])) {
            foreach ($eventRecord['emails'] as $email) {
                try {
                    $preparedEmail = $formatter->processEmailAddress($email, Encoding::Hex);
                    $identifiers[] = (new UserIdentifier())->setEmailAddress($preparedEmail);
                } catch (\InvalidArgumentException $e) {
                    // Skips invalid input.
                    error_log(sprintf('Skipping invalid email: %s', $e->getMessage()));
                    continue;
                }
            }
        }

        if (!empty($eventRecord['phoneNumbers'])) {
            foreach ($eventRecord['phoneNumbers'] as $phoneNumber) {
                try {
                    $preparedPhoneNumber = $formatter->processPhoneNumber($phoneNumber, Encoding::Hex);
                    $identifiers[] = (new UserIdentifier())->setPhoneNumber($preparedPhoneNumber);
                } catch (\InvalidArgumentException $e) {
                    // Skips invalid input.
                    error_log(sprintf('Skipping invalid phone number: %s', $e->getMessage()));
                    continue;
                }
            }
        }

        if (!empty($identifiers)) {
            $userData->setUserIdentifiers($identifiers);
            $event->setUserData($userData);
        }
        $events[] = $event;
    }

    // Builds the destination for the request.
    $destination = (new Destination())
        ->setOperatingAccount((new ProductAccount())
            ->setAccountType($operatingAccountType)
            ->setAccountId($operatingAccountId))
        ->setProductDestinationId($conversionActionId);

    if ($loginAccountType !== null && $loginAccountId !== null) {
        $destination->setLoginAccount((new ProductAccount())
            ->setAccountType($loginAccountType)
            ->setAccountId($loginAccountId));
    }

    if ($linkedAccountType !== null && $linkedAccountId !== null) {
        $destination->setLinkedAccount((new ProductAccount())
            ->setAccountType($linkedAccountType)
            ->setAccountId($linkedAccountId));
    }

    $client = new IngestionServiceClient();
    try {
        $requestCount = 0;
        // Batches requests to send up to the maximum number of events per request.
        foreach (array_chunk($events, MAX_EVENTS_PER_REQUEST) as $eventsBatch) {
            $requestCount++;
            // Builds the request.
            $request = (new IngestEventsRequest())
                ->setDestinations([$destination])
                ->setEvents($eventsBatch)
                ->setConsent((new Consent())
                    ->setAdUserData(ConsentStatus::CONSENT_GRANTED)
                    ->setAdPersonalization(ConsentStatus::CONSENT_GRANTED)
                )
                ->setValidateOnly($validateOnly)
                ->setEncoding(DataManagerEncoding::HEX);

            echo "Request:\n" . json_encode(json_decode($request->serializeToJsonString()), JSON_PRETTY_PRINT) . "\n";
            $response = $client->ingestEvents($request);
            echo "Response for request #{$requestCount}:\n" . json_encode(json_decode($response->serializeToJsonString()), JSON_PRETTY_PRINT) . "\n";
        }
        echo "# of requests sent: {$requestCount}\n";
    } catch (ApiException $e) {
        echo 'Error sending request: ' . $e->getMessage() . "\n";
    } finally {
        $client->close();
    }
}

// Command-line argument parsing
$options = getopt(
    '',
    [
        'operating_account_type:',
        'operating_account_id:',
        'login_account_type::',
        'login_account_id::',
        'linked_account_type::',
        'linked_account_id::',
        'conversion_action_id:',
        'json_file:',
        'validate_only::'
    ]
);

$operatingAccountType = $options['operating_account_type'] ?? null;
$operatingAccountId = $options['operating_account_id'] ?? null;
$conversionActionId = $options['conversion_action_id'] ?? null;
$jsonFile = $options['json_file'] ?? null;

// Only validates requests by default.
$validateOnly = true;
if (array_key_exists('validate_only', $options)) {
    $value = $options['validate_only'];
    // `getopt` with `::` returns boolean `false` if the option is passed without a value.
    if ($value === false || !in_array($value, ['true', 'false'], true)) {
        echo "Error: --validate_only requires a value of 'true' or 'false'.\n";
        exit(1);
    }
    $validateOnly = ($value === 'true');
}

if (empty($operatingAccountType) || empty($operatingAccountId) || empty($conversionActionId) || empty($jsonFile)) {
    echo 'Usage: php ingest_events.php ' .
        '--operating_account_type=<account_type> ' .
        '--operating_account_id=<account_id> ' .
        '--conversion_action_id=<conversion_action_id> ' .
        "--json_file=<path_to_json>\n" .
        'Optional: --login_account_type=<account_type> --login_account_id=<account_id> ' .
        '--linked_account_type=<account_type> --linked_account_id=<account_id> ' .
        "--validate_only=<true|false>\n";
    exit(1);
}

// Converts the operating account type string to an AccountType enum.
$parsedOperatingAccountType = AccountType::value($operatingAccountType);

if (isset($options['login_account_type']) != isset($options['login_account_id'])) {
    throw new \InvalidArgumentException(
        'Must specify either both or neither of login account type and login account ID'
    );
}

$parsedLoginAccountType = null;
if (isset($options['login_account_type'])) {
    // Converts the login account type string to an AccountType enum.
    $parsedLoginAccountType = AccountType::value($options['login_account_type']);
}

if (isset($options['linked_account_type']) != isset($options['linked_account_id'])) {
    throw new \InvalidArgumentException(
        'Must specify either both or neither of linked account type and linked account ID'
    );
}

$parsedLinkedAccountType = null;
if (isset($options['linked_account_type'])) {
    // Converts the linked account type string to an AccountType enum.
    $parsedLinkedAccountType = AccountType::value($options['linked_account_type']);
}

main(
    $parsedOperatingAccountType,
    $operatingAccountId,
    $conversionActionId,
    $jsonFile,
    $validateOnly,
    $parsedLoginAccountType,
    $options['login_account_id'] ?? null,
    $parsedLinkedAccountType,
    $options['linked_account_id'] ?? null
);

Python

#!/usr/bin/env python
# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Sample of sending an IngestEventsRequest without encryption."""


import argparse
import json
import logging
from typing import Any, Dict, List, Optional

from google.ads import datamanager_v1
from google.ads.datamanager_util import Formatter
from google.ads.datamanager_util.format import Encoding
from google.protobuf.timestamp_pb2 import Timestamp

_logger = logging.getLogger(__name__)

# The maximum number of events allowed per request.
_MAX_EVENTS_PER_REQUEST = 10_000


def main(
    operating_account_type: datamanager_v1.ProductAccount.AccountType,
    operating_account_id: str,
    conversion_action_id: str,
    json_file: str,
    validate_only: bool,
    login_account_type: Optional[
        datamanager_v1.ProductAccount.AccountType
    ] = None,
    login_account_id: Optional[str] = None,
    linked_account_type: Optional[
        datamanager_v1.ProductAccount.AccountType
    ] = None,
    linked_account_id: Optional[str] = None,
) -> None:
    """Runs the sample.
    Args:
     operating_account_type: the account type of the operating account.
     operating_account_id: the ID of the operating account.
     json_file: the JSON file containing event data.
     validate_only: whether to enable validate_only on the request.
     login_account_type: the account type of the login account.
     login_account_id: the ID of the login account.
     linked_account_type: the account type of the linked account.
     linked_account_id: the ID of the linked account.
    """

    # Gets an instance of the formatter.
    formatter: Formatter = Formatter()

    # Reads the input file.
    event_rows: List[Dict[str, Any]] = read_event_data_file(json_file)
    events: List[datamanager_v1.Event] = []
    for event_row in event_rows:
        event = datamanager_v1.Event()
        try:
            event_timestamp = Timestamp()
            event_timestamp.FromJsonString(str(event_row["timestamp"]))
            event.event_timestamp = event_timestamp
        except ValueError:
            _logger.warning(
                "Invalid timestamp format: %s. Skipping row.",
                event_row["timestamp"],
            )
            continue

        if "transactionId" not in event_row:
            _logger.warning("Skipping event with no transaction ID")
            continue
        event.transaction_id = event_row["transactionId"]

        if "eventSource" in event_row:
            event.event_source = event_row["eventSource"]

        if "gclid" in event_row:
            event.ad_identifiers = datamanager_v1.AdIdentifiers(
                gclid=event_row["gclid"]
            )

        if "currency" in event_row:
            event.currency = event_row["currency"]

        if "value" in event_row:
            event.conversion_value = event_row["value"]

        user_data = datamanager_v1.UserData()
        # Adds a UserIdentifier for each valid email address for the event row.
        if "emails" in event_row:
            for email in event_row["emails"]:
                try:
                    processed_email: str = formatter.process_email_address(
                        email, Encoding.HEX
                    )
                    user_data.user_identifiers.append(
                        datamanager_v1.UserIdentifier(
                            email_address=processed_email
                        )
                    )
                except ValueError:
                    # Skips invalid input.
                    _logger.warning(
                        "Invalid email address: %s. Skipping.",
                        event_row["email_address"],
                    )

        # Adds a UserIdentifier for each valid phone number for the event row.
        if "phoneNumbers" in event_row:
            for phone_number in event_row["phoneNumbers"]:
                try:
                    processed_phone: str = formatter.process_phone_number(
                        phone_number, Encoding.HEX
                    )
                    user_data.user_identifiers.append(
                        datamanager_v1.UserIdentifier(
                            phone_number=processed_phone
                        )
                    )
                except ValueError:
                    # Skips invalid input.
                    _logger.warning(
                        "Invalid phone: %s. Skipping.",
                        event_row["phone_number"],
                    )

        if user_data.user_identifiers:
            event.user_data = user_data

        # Adds the event to the list of events to send in the request.
        events.append(event)

    # Configures the destination.
    destination: datamanager_v1.Destination = datamanager_v1.Destination()
    destination.operating_account.account_type = operating_account_type
    destination.operating_account.account_id = operating_account_id
    destination.product_destination_id = str(conversion_action_id)
    if login_account_type or login_account_id:
        if bool(login_account_type) != bool(login_account_id):
            raise ValueError(
                "Must specify either both or neither of login "
                + "account type and login account ID"
            )
        destination.login_account.account_type = login_account_type
        destination.login_account.account_id = login_account_id
    if linked_account_type or linked_account_id:
        if bool(linked_account_type) != bool(linked_account_id):
            raise ValueError(
                "Must specify either both or neither of linked account "
                + "type and linked account ID"
            )
        destination.linked_account.account_type = linked_account_type
        destination.linked_account.account_id = linked_account_id

    # Creates a client for the ingestion service.
    client: datamanager_v1.IngestionServiceClient = (
        datamanager_v1.IngestionServiceClient()
    )

    # Batches requests to send up to the maximum number of events per
    # request.
    request_count = 0
    for i in range(0, len(events), _MAX_EVENTS_PER_REQUEST):
        request_count += 1
        events_batch = events[i : i + _MAX_EVENTS_PER_REQUEST]
        # Sends the request.
        request: datamanager_v1.IngestEventsRequest = (
            datamanager_v1.IngestEventsRequest(
                destinations=[destination],
                # Adds events from the current batch.
                events=events_batch,
                consent=datamanager_v1.Consent(
                    ad_user_data=datamanager_v1.ConsentStatus.CONSENT_GRANTED,
                    ad_personalization=datamanager_v1.ConsentStatus.CONSENT_GRANTED,
                ),
                # Sets encoding to match the encoding used.
                encoding=datamanager_v1.Encoding.HEX,
                # Sets validate_only. If true, then the Data Manager API only
                # validates the request but doesn't apply changes.
                validate_only=validate_only,
            )
        )

        # Sends the request.
        response: datamanager_v1.IngestEventsResponse = client.ingest_events(
            request=request
        )

        # Logs the response.
        _logger.info("Response for request #%d:\n%s", request_count, response)

    _logger.info("# of requests sent: %d", request_count)


def read_event_data_file(json_file: str) -> List[Dict[str, Any]]:
    """Reads the JSON-formatted event data file.
    Args:
      json_file: the event data file.
    """
    with open(json_file, "r") as f:
        return json.load(f)


if __name__ == "__main__":
    # Configures logging.
    logging.basicConfig(level=logging.INFO)

    parser = argparse.ArgumentParser(
        description=("Sends events from a JSON file to a destination."),
        fromfile_prefix_chars="@",
    )
    # The following argument(s) should be provided to run the example.
    parser.add_argument(
        "--operating_account_type",
        type=str,
        required=True,
        help="The account type of the operating account.",
    )
    parser.add_argument(
        "--operating_account_id",
        type=str,
        required=True,
        help="The ID of the operating account.",
    )
    parser.add_argument(
        "--conversion_action_id",
        type=int,
        required=True,
        help="The ID of the conversion action",
    )
    parser.add_argument(
        "--login_account_type",
        type=str,
        required=False,
        help="The account type of the login account.",
    )
    parser.add_argument(
        "--login_account_id",
        type=str,
        required=False,
        help="The ID of the login account.",
    )
    parser.add_argument(
        "--linked_account_type",
        type=str,
        required=False,
        help="The account type of the linked account.",
    )
    parser.add_argument(
        "--linked_account_id",
        type=str,
        required=False,
        help="The ID of the linked account.",
    )
    parser.add_argument(
        "--json_file",
        type=str,
        required=True,
        help="JSON file containing user data to ingest.",
    )
    parser.add_argument(
        "--validate_only",
        choices=["true", "false"],
        default="true",
        help="""Whether to enable validate_only on the request. Must be
        'true' or 'false'. Defaults to 'true'.""",
    )
    args = parser.parse_args()

    main(
        args.operating_account_type,
        args.operating_account_id,
        args.conversion_action_id,
        args.json_file,
        args.validate_only == "true",
        args.login_account_type,
        args.login_account_id,
        args.linked_account_type,
        args.linked_account_id,
    )

Respons keberhasilan

Permintaan yang berhasil akan menampilkan respons dengan objek yang berisi requestId.

{
  "requestId": "126365e1-16d0-4c81-9de9-f362711e250a"
}

Catat requestId yang ditampilkan sehingga Anda dapat mengambil diagnostik saat setiap tujuan dalam permintaan diproses.

Respons kegagalan

Permintaan yang gagal akan menghasilkan kode status respons error seperti 400 Bad Request, dan respons dengan detail error.

Misalnya, emailAddress yang berisi string teks biasa, bukan nilai yang dienkode hex, akan menghasilkan respons berikut:

{
  "error": {
    "code": 400,
    "message": "There was a problem with the request.",
    "status": "INVALID_ARGUMENT",
    "details": [
      {
        "@type": "type.googleapis.com/google.rpc.ErrorInfo",
        "reason": "INVALID_ARGUMENT",
        "domain": "datamanager.googleapis.com"
      },
      {
        "@type": "type.googleapis.com/google.rpc.BadRequest",
        "fieldViolations": [
          {
            "field": "events.events[0].user_data.user_identifiers",
            "description": "Email is not hex encoded.",
            "reason": "INVALID_HEX_ENCODING"
          }
        ]
      }
    ]
  }
}

emailAddress yang tidak di-hash dan hanya dienkode hex menghasilkan respons berikut:

{
  "error": {
    "code": 400,
    "message": "There was a problem with the request.",
    "status": "INVALID_ARGUMENT",
    "details": [
      {
        "@type": "type.googleapis.com/google.rpc.ErrorInfo",
        "reason": "INVALID_ARGUMENT",
        "domain": "datamanager.googleapis.com"
      },
      {
        "@type": "type.googleapis.com/google.rpc.BadRequest",
        "fieldViolations": [
          {
            "field": "events.events[0]",
            "reason": "INVALID_SHA256_FORMAT"
          }
        ]
      }
    ]
  }
}

Mengirim peristiwa untuk beberapa tujuan

Jika data Anda berisi peristiwa untuk tujuan yang berbeda, Anda dapat mengirimkannya dalam permintaan yang sama menggunakan referensi tujuan.

Misalnya, jika Anda memiliki peristiwa untuk ID tindakan konversi 123456789 dan peristiwa lain untuk ID tindakan konversi 777111122, kirim kedua peristiwa dalam satu permintaan dengan menetapkan reference setiap Destination. reference ditentukan pengguna. Satu-satunya persyaratan adalah setiap Destination memiliki reference unik. Berikut daftar destinations yang diubah untuk permintaan:

  "destinations": [
    {
      "operatingAccount": {
        "accountType": "OPERATING_ACCOUNT_TYPE",
        "accountId": "OPERATING_ACCOUNT_ID"
      },

      "loginAccount": {
        "accountType": "LOGIN_ACCOUNT_TYPE",
        "accountId": "LOGIN_ACCOUNT_ID"
      },

      "productDestinationId": "PRODUCT_DESTINATION_ID",
      "reference": "destination_a"
    },
    {
      "operatingAccount": {
        "accountType": "OPERATING_ACCOUNT_2_TYPE",
        "accountId": "OPERATING_ACCOUNT_2_ID"
      },

      "loginAccount": {
        "accountType": "LOGIN_ACCOUNT_2_TYPE",
        "accountId": "LOGIN_ACCOUNT_2_ID"
      },

      "productDestinationId": "777111122",
      "reference": "destination_b"
    }
  ]

Tetapkan destinationReferences setiap Event untuk mengirimkannya ke satu atau beberapa tujuan tertentu. Misalnya, berikut adalah Event yang hanya untuk Destination pertama, sehingga daftar destinationReferences-nya hanya berisi reference dari Destination pertama:

{
   "adIdentifiers": {
      "gclid": "GCLID_1"
   },
   "conversionValue": 1.99,
   "currency": "USD",
   "eventTimestamp": "2025-06-10T20:07:01Z",
   "transactionId": "ABC798654321",
   "eventSource": "WEB",
   "destinationReferences": [
      "destination_a"
   ]
}

Kolom destinationReferences adalah daftar, sehingga Anda dapat menentukan beberapa tujuan untuk suatu peristiwa. Jika Anda tidak menetapkan destinationReferences dari Event, Data Manager API akan mengirimkan peristiwa ke semua tujuan dalam permintaan.

Jika peristiwa memiliki beberapa tujuan, Data Manager API akan mengirimkan kolom yang relevan ke setiap tujuan. Misalnya, jika peristiwa memiliki tujuan Google Ads dan tujuan Google Analytics, API akan menyertakan kolom Google Analytics seperti clientId atau eventName saat mengirim peristiwa ke tujuan Google Analytics, dan menyertakan kolom Google Ads seperti customVariables saat mengirim peristiwa ke tujuan Google Ads.

Langkah berikutnya