您可以通过两种方法使用 Search Ads 360 Reporting API 检索实体和报告数据。
本指南主要介绍如何处理来自 SearchAds360Service
的数据流。以下是这两种数据检索方法之间的概要区别:
SearchAds360Service.SearchStream | SearchAds360Service.Search | |
---|---|---|
适用于正式版代码 | 是 | 是 |
服务 | SearchAds360Service |
SearchAds360Service |
场景 | 提取对象和报告 | 提取对象和报告 |
响应 | SearchAds360Row 对象的数据流 |
SearchAds360Row 对象的页面 |
响应的字段 | 仅查询中指定的维度 | 仅查询中指定的维度 |
每日上限 | 请参阅 API 限制和配额。 | 请参阅 API 限制和配额。 |
SearchStream 与 Search
虽然 Search
可以发送多个分页请求来下载整个报告,但 SearchStream
只会发送一个请求,并与 Search Ads 360 Reporting API 建立持久连接(无论报告大小如何)。
对于 SearchStream
,数据包会立即开始下载,整个结果会缓存在数据缓冲区中。您的代码可以开始读取缓冲数据,而无需等待整个数据流完成。
通过消除请求 Search
响应的每个单独页面所需的往返网络时间,SearchStream
的性能可以比分页更出色,具体取决于您的应用,尤其是对于较大的报告。
示例
例如,假设有一个包含 100,000
行的数据报告。下表详细说明了两种方法之间的会计差异。
SearchStream | 搜索 | |
---|---|---|
页面大小 | 不适用 | 每页 10,000 行 |
API 请求数量 | 1 个请求 | 10 个请求 |
API 响应数量 | 1 个连续直播 | 10 个回答 |
性能因素
一般来说,我们建议您使用 SearchStream
,而不是 Search
,原因如下。
对于单页报告(少于 10,000 行):这两种方法的性能没有明显差异。
对于多页报告:
SearchStream
通常速度更快,因为它可以避免多次往返,并且从磁盘缓存读取/写入的影响较小。
速率限制
这两种方法的每日限制均遵循标准的 API 限制和配额。无论结果是分页还是流式传输,单个查询或报告都计为一次操作。
流式传输示例
Java
// Copyright 2022 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. package sample; import com.beust.jcommander.Parameter; import com.google.ads.searchads360.v0.lib.SearchAds360Client; import com.google.ads.searchads360.v0.services.SearchAds360Row; import com.google.ads.searchads360.v0.services.SearchAds360ServiceClient; import com.google.ads.searchads360.v0.services.SearchSearchAds360StreamRequest; import com.google.ads.searchads360.v0.services.SearchSearchAds360StreamResponse; import com.google.api.gax.rpc.ServerStream; /** Get campaign details using SearchStream. */ public class GetCampaignsStream { private static class GetCampaignsStreamParams extends CodeSampleParams { @Parameter(names = "--customerId", required = true) private String customerId; @Parameter(names = "--loginCustomerId") private String loginCustomerId; } public static void main(String[] args) { GetCampaignsStreamParams params = new GetCampaignsStreamParams(); if (!params.parseArguments(args)) { // Optional: You may pass the loginCustomerId on the command line or specify a loginCustomerId // here (10 digits, no dashes). If neither are set, customerId will be used as // loginCustomerId. // params.loginCustomerId = Long.parseLong("INSERT_LOGIN_CUSTOMER_ID_HERE"); } final String loginCustomerId = params.loginCustomerId; final String customerId = params.customerId; try { // Creates a SearchAds360Client with the specified loginCustomerId. If there's // no loginCustomerId, customerId will be used instead. final SearchAds360Client searchAds360Client = SearchAds360Client.newBuilder() .setLoginCustomerId(loginCustomerId == null ? customerId : loginCustomerId) .fromPropertiesFile() .build(); // Creates the Search Ads 360 Service client. SearchAds360ServiceClient client = searchAds360Client.create(); new GetCampaignsStream().runExample(client, customerId); } catch (Exception exception) { System.err.printf("Failed with exception: %s%n", exception); exception.printStackTrace(); System.exit(1); } } private void runExample(SearchAds360ServiceClient searchAds360ServiceClient, String customerId) { // Creates a query that retrieves all campaigns under the customerId. String query = "SELECT campaign.name, campaign.id, campaign.status FROM campaign"; SearchSearchAds360StreamRequest request = SearchSearchAds360StreamRequest.newBuilder() .setCustomerId(customerId) .setQuery(query) .build(); // Issues a search stream request. ServerStream<SearchSearchAds360StreamResponse> stream = searchAds360ServiceClient.searchStreamCallable().call(request); for (SearchSearchAds360StreamResponse response : stream) { for (SearchAds360Row element : response.getResultsList()) { System.out.printf( "Campaign found with name '%s', ID %d, and status: %s.%n", element.getCampaign().getName(), element.getCampaign().getId(), element.getCampaign().getStatus()); } } } }
Python
#!/usr/bin/env python # Copyright 2022 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. """Retrieves campaigns for a customer using a stream request.""" import argparse import traceback from google.ads.searchads360.v0.services.types.search_ads360_service import SearchSearchAds360StreamRequest from util_searchads360 import SearchAds360Client def main(client, customer_id) -> None: search_ads_360_service = client.get_service() query = """ SELECT campaign.name, campaign.id, campaign.status FROM campaign""" request = SearchSearchAds360StreamRequest() request.customer_id = customer_id request.query = query # Issues a search stream request. results = search_ads_360_service.search_stream(request=request) for response in results: for result in response.results: campaign = result.campaign print( f'campaign "{campaign.name}" has id {campaign.id} and status {campaign.status.name}' ) if __name__ == "__main__": # SearchAds360Client will read the search-ads-360.yaml configuration file in # the home directory if none is specified. search_ads_360_client = SearchAds360Client.load_from_file() parser = argparse.ArgumentParser( description=("Retrieves campaigns for a customer.")) # Arguments to provide to run the example. parser.add_argument( "-c", "--customer_id", type=str, required=True, help="The Search Ads 360 customer ID (10 digits, no dashes).", ) parser.add_argument( "-l", "--login_customer_id", type=str, required=False, help="The Search Ads 360 login customer ID (10 digits, no dashes).", ) args = parser.parse_args() search_ads_360_client.set_ids(args.customer_id, args.login_customer_id) try: main(search_ads_360_client, args.customer_id) except Exception: # pylint: disable=broad-except traceback.print_exc()