জাভা
// Copyright 2023 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 com.google.ads.googleads.examples.planning;
import com.beust.jcommander.Parameter;
import com.google.ads.googleads.examples.utils.ArgumentNames;
import com.google.ads.googleads.examples.utils.CodeSampleParams;
import com.google.ads.googleads.lib.GoogleAdsClient;
import com.google.ads.googleads.v17.common.KeywordPlanHistoricalMetrics;
import com.google.ads.googleads.v17.enums.KeywordPlanNetworkEnum.KeywordPlanNetwork;
import com.google.ads.googleads.v17.errors.GoogleAdsError;
import com.google.ads.googleads.v17.errors.GoogleAdsException;
import com.google.ads.googleads.v17.services.GenerateKeywordHistoricalMetricsRequest;
import com.google.ads.googleads.v17.services.GenerateKeywordHistoricalMetricsResponse;
import com.google.ads.googleads.v17.services.GenerateKeywordHistoricalMetricsResult;
import com.google.ads.googleads.v17.services.KeywordPlanIdeaServiceClient;
import com.google.ads.googleads.v17.utils.ResourceNames;
import com.google.common.base.Joiner;
import com.google.common.collect.ComparisonChain;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.util.Arrays;
/**
* Generates historical metrics for keyword planning.
*
* <p>Guide:
* https://developers.google.com/google-ads/api/docs/keyword-planning/generate-historical-metrics
*/
public class GenerateHistoricalMetrics {
private static class GenerateForecastMetricsParams extends CodeSampleParams {
@Parameter(names = ArgumentNames.CUSTOMER_ID)
public Long customerId;
}
public static void main(String[] args) {
GenerateForecastMetricsParams params = new GenerateForecastMetricsParams();
if (!params.parseArguments(args)) {
// Optional, specify the customer ID under which to create a new keyword plan.
params.customerId = Long.valueOf("INSERT_CUSTOMER_ID");
}
GoogleAdsClient googleAdsClient = null;
try {
googleAdsClient = GoogleAdsClient.newBuilder().fromPropertiesFile().build();
} catch (FileNotFoundException fnfe) {
System.err.printf(
"Failed to load GoogleAdsClient configuration from file. Exception: %s%n", fnfe);
System.exit(1);
} catch (IOException ioe) {
System.err.printf("Failed to create GoogleAdsClient. Exception: %s%n", ioe);
System.exit(1);
}
try {
new GenerateHistoricalMetrics().runExample(googleAdsClient, params.customerId);
} catch (GoogleAdsException gae) {
// GoogleAdsException is the base class for most exceptions thrown by an API request.
// Instances of this exception have a message and a GoogleAdsFailure that contains a
// collection of GoogleAdsErrors that indicate the underlying causes of the
// GoogleAdsException.
System.err.printf(
"Request ID %s failed due to GoogleAdsException. Underlying errors:%n",
gae.getRequestId());
int i = 0;
for (GoogleAdsError googleAdsError : gae.getGoogleAdsFailure().getErrorsList()) {
System.err.printf(" Error %d: %s%n", i++, googleAdsError);
}
System.exit(1);
}
}
/**
* Runs the code example.
*
* @param googleAdsClient the Google Ads API client.
* @param customerId the client customer ID.
*/
private void runExample(GoogleAdsClient googleAdsClient, Long customerId) {
GenerateKeywordHistoricalMetricsRequest request =
GenerateKeywordHistoricalMetricsRequest.newBuilder()
.setCustomerId(String.valueOf(customerId))
.addAllKeywords(Arrays.asList("mars cruise", "cheap cruise", "jupiter cruise"))
// See https://developers.google.com/google-ads/api/reference/data/geotargets for the
// list of geo target IDs.
// Geo target constant 2840 is for USA.
.addGeoTargetConstants(ResourceNames.geoTargetConstant(2840))
.setKeywordPlanNetwork(KeywordPlanNetwork.GOOGLE_SEARCH)
// See
// https://developers.google.com/google-ads/api/reference/data/codes-formats#languages
// for the list of language constant IDs.
// Language constant 1000 is for English.
.setLanguage(ResourceNames.languageConstant(1000))
.build();
try (KeywordPlanIdeaServiceClient keywordPlanIdeaServiceClient =
googleAdsClient.getLatestVersion().createKeywordPlanIdeaServiceClient()) {
GenerateKeywordHistoricalMetricsResponse response =
keywordPlanIdeaServiceClient.generateKeywordHistoricalMetrics(request);
for (GenerateKeywordHistoricalMetricsResult result : response.getResultsList()) {
KeywordPlanHistoricalMetrics metrics = result.getKeywordMetrics();
System.out.printf("The search query: %s%n", result.getText());
System.out.printf(
"and the following variants: %s%n", Joiner.on(",").join(result.getCloseVariantsList()));
System.out.println("generated the following historical metrics:");
// Approximate number of monthly searches on this query averaged for the past 12
// months.
System.out.printf(
"Approximate monthly searches: %s%n",
metrics.hasAvgMonthlySearches() ? metrics.getAvgMonthlySearches() : null);
// The competition level for this search query.
System.out.printf("Competition level: %s%n", metrics.getCompetition());
// The competition index for the query in the range [0,100]. This shows how
// competitive ad placement is for a keyword. The level of competition from 0-100 is
// determined by the number of ad slots filled divided by the total number of slots
// available. If not enough data is available, null will be returned.
System.out.printf(
"Competition index: %s%n",
metrics.hasCompetitionIndex() ? metrics.getCompetitionIndex() : null);
// Top of page bid low range (20th percentile) in micros for the keyword.
System.out.printf(
"Top of page bid low range: %s%n",
metrics.hasLowTopOfPageBidMicros() ? metrics.getLowTopOfPageBidMicros() : null);
// Top of page bid high range (80th percentile) in micros for the keyword.
System.out.printf(
"Top of page bid high range: %s%n",
metrics.hasHighTopOfPageBidMicros() ? metrics.getHighTopOfPageBidMicros() : null);
// Approximate number of searches on this query for the past twelve months.
metrics.getMonthlySearchVolumesList().stream()
// Orders the monthly search volumes by descending year, then descending month.
.sorted(
(a, b) ->
ComparisonChain.start()
.compare(b.getYear(), a.getYear())
.compare(b.getMonth(), a.getMonth())
.result())
// Prints each monthly search volume.
.forEachOrdered(
monthlySearchVolume ->
System.out.printf(
"Approximately %d searches in %s, %s%n",
monthlySearchVolume.getMonthlySearches(),
monthlySearchVolume.getMonth(),
monthlySearchVolume.getYear()));
}
}
}
}
সি#
// Copyright 2023 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 CommandLine;
using Google.Ads.Gax.Examples;
using Google.Ads.GoogleAds.Lib;
using Google.Ads.GoogleAds.V17.Common;
using Google.Ads.GoogleAds.V17.Errors;
using Google.Ads.GoogleAds.V17.Resources;
using Google.Ads.GoogleAds.V17.Services;
using System;
using static Google.Ads.GoogleAds.V17.Enums.KeywordPlanNetworkEnum.Types;
namespace Google.Ads.GoogleAds.Examples.V17;
/// <summary>
/// This code example generates historical metrics for keyword planning.
/// Guide: https://developers.google.com/google-ads/api/docs/keyword-planning/generate-historical-metrics
/// </summary>
public class GenerateHistoricalMetrics : ExampleBase
{
/// <summary>
/// Command line options for running the <see cref="GenerateHistoricalMetrics"/> example.
/// </summary>
public class Options : OptionsBase
{
/// <summary>
/// The customer ID for which the call is made.
/// </summary>
[Option("customerId", Required = true, HelpText =
"The customer ID for which the call is made.")]
public long CustomerId { get; set; }
}
/// <summary>
/// Main method, to run this code example as a standalone application.
/// </summary>
/// <param name="args">The command line arguments.</param>
public static void Main(string[] args)
{
Options options = ExampleUtilities.ParseCommandLine<Options>(args);
GenerateHistoricalMetrics codeExample = new GenerateHistoricalMetrics();
Console.WriteLine(codeExample.Description);
codeExample.Run(new GoogleAdsClient(), options.CustomerId);
}
/// <summary>
/// Returns a description about the code example.
/// </summary>
public override string Description =>
"This code example generates historical metrics for keyword planning.";
/// <summary>
/// Runs the code example.
/// </summary>
/// <param name="client">The Google Ads client.</param>
/// <param name="customerId">The customer ID for which the call is made.</param>
public void Run(GoogleAdsClient client, long customerId)
{
KeywordPlanIdeaServiceClient keywordPlanIdeaService =
client.GetService(Services.V17.KeywordPlanIdeaService);
GenerateKeywordHistoricalMetricsRequest request =
new GenerateKeywordHistoricalMetricsRequest()
{
CustomerId = customerId.ToString(),
Keywords = { "mars cruise", "cheap cruise", "jupiter cruise" },
// See https://developers.google.com/google-ads/api/reference/data/geotargets
// for the list of geo target IDs.
// Geo target constant 2840 is for USA.
GeoTargetConstants = { ResourceNames.GeoTargetConstant(2840) },
KeywordPlanNetwork = KeywordPlanNetwork.GoogleSearch,
// See https://developers.google.com/google-ads/api/reference/data/codes-formats#languages
// for the list of language constant IDs.
// Language constant 1000 is for English.
Language = ResourceNames.LanguageConstant(1000)
};
try
{
GenerateKeywordHistoricalMetricsResponse response =
keywordPlanIdeaService.GenerateKeywordHistoricalMetrics(request);
foreach (GenerateKeywordHistoricalMetricsResult result in response.Results)
{
KeywordPlanHistoricalMetrics metrics = result.KeywordMetrics;
Console.WriteLine($"The search query {result.Text}");
Console.WriteLine("and the following variants: " +
$"{String.Join(",", result.CloseVariants)}");
Console.WriteLine("Generated the following historical metrics:");
// Approximate number of monthly searches on this query averaged for the past 12
// months.
Console.WriteLine($"Approximate monthly searches: {metrics.AvgMonthlySearches}");
// The competition level for this search query.
Console.WriteLine($"Competition level: {metrics.Competition}");
// The competition index for the query in the range [0,100]. This shows how
// competitive ad placement is for a keyword. The level of competition from 0-100 is
// determined by the number of ad slots filled divided by the total number of slots
// available. If not enough data is available, null will be returned.
Console.WriteLine($"Competition index: {metrics.CompetitionIndex}");
// Top of page bid low range (20th percentile) in micros for the keyword.
Console.WriteLine($"Top of page bid low range: {metrics.LowTopOfPageBidMicros}");
// Top of page bid high range (80th percentile) in micros for the keyword.
Console.WriteLine($"Top of page bid high range: {metrics.HighTopOfPageBidMicros}");
// Approximate number of searches on this query for the past twelve months.
foreach (MonthlySearchVolume month in metrics.MonthlySearchVolumes)
{
Console.WriteLine($"Approximately {month.MonthlySearches} searches in " +
$"{month.Month}, {month.Year}");
}
}
}
catch (GoogleAdsException e)
{
Console.WriteLine("Failure:");
Console.WriteLine($"Message: {e.Message}");
Console.WriteLine($"Failure: {e.Failure}");
Console.WriteLine($"Request ID: {e.RequestId}");
throw;
}
}
}
পিএইচপি
<?php
/**
* Copyright 2023 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.
*/
namespace Google\Ads\GoogleAds\Examples\Planning;
require __DIR__ . '/../../vendor/autoload.php';
use GetOpt\GetOpt;
use Google\Ads\GoogleAds\Examples\Utils\ArgumentNames;
use Google\Ads\GoogleAds\Examples\Utils\ArgumentParser;
use Google\Ads\GoogleAds\Lib\OAuth2TokenBuilder;
use Google\Ads\GoogleAds\Lib\V17\GoogleAdsClient;
use Google\Ads\GoogleAds\Lib\V17\GoogleAdsClientBuilder;
use Google\Ads\GoogleAds\Lib\V17\GoogleAdsException;
use Google\Ads\GoogleAds\Util\V17\ResourceNames;
use Google\Ads\GoogleAds\V17\Common\MonthlySearchVolume;
use Google\Ads\GoogleAds\V17\Enums\KeywordPlanCompetitionLevelEnum\KeywordPlanCompetitionLevel;
use Google\Ads\GoogleAds\V17\Enums\KeywordPlanNetworkEnum\KeywordPlanNetwork;
use Google\Ads\GoogleAds\V17\Enums\MonthOfYearEnum\MonthOfYear;
use Google\Ads\GoogleAds\V17\Errors\GoogleAdsError;
use Google\Ads\GoogleAds\V17\Services\GenerateKeywordHistoricalMetricsRequest;
use Google\Ads\GoogleAds\V17\Services\GenerateKeywordHistoricalMetricsResult;
use Google\ApiCore\ApiException;
/**
* Generates historical metrics for keyword planning.
*
* Guide:
* https://developers.google.com/google-ads/api/docs/keyword-planning/generate-historical-metrics
*/
class GenerateHistoricalMetrics
{
private const CUSTOMER_ID = 'INSERT_CUSTOMER_ID_HERE';
public static function main()
{
// Either pass the required parameters for this example on the command line, or insert them
// into the constants above.
$options = (new ArgumentParser())->parseCommandArguments([
ArgumentNames::CUSTOMER_ID => GetOpt::REQUIRED_ARGUMENT
]);
// Generate a refreshable OAuth2 credential for authentication.
$oAuth2Credential = (new OAuth2TokenBuilder())->fromFile()->build();
// Construct a Google Ads client configured from a properties file and the
// OAuth2 credentials above.
$googleAdsClient = (new GoogleAdsClientBuilder())->fromFile()
->withOAuth2Credential($oAuth2Credential)
// We set this value to true to show how to use GAPIC v2 source code. You can remove the
// below line if you wish to use the old-style source code. Note that in that case, you
// probably need to modify some parts of the code below to make it work.
// For more information, see
// https://developers.devsite.corp.google.com/google-ads/api/docs/client-libs/php/gapic.
->usingGapicV2Source(true)
->build();
try {
self::runExample(
$googleAdsClient,
$options[ArgumentNames::CUSTOMER_ID] ?: self::CUSTOMER_ID
);
} catch (GoogleAdsException $googleAdsException) {
printf(
"Request with ID '%s' has failed.%sGoogle Ads failure details:%s",
$googleAdsException->getRequestId(),
PHP_EOL,
PHP_EOL
);
foreach ($googleAdsException->getGoogleAdsFailure()->getErrors() as $error) {
/** @var GoogleAdsError $error */
printf(
"\t%s: %s%s",
$error->getErrorCode()->getErrorCode(),
$error->getMessage(),
PHP_EOL
);
}
exit(1);
} catch (ApiException $apiException) {
printf(
"ApiException was thrown with message '%s'.%s",
$apiException->getMessage(),
PHP_EOL
);
exit(1);
}
}
/**
* Runs the example.
*
* @param GoogleAdsClient $googleAdsClient the Google Ads API client
* @param int $customerId the customer ID
*/
public static function runExample(
GoogleAdsClient $googleAdsClient,
int $customerId
): void {
$keywordPlanIdeaServiceClient = $googleAdsClient->getKeywordPlanIdeaServiceClient();
// Generates keyword historical metrics based on the specified parameters.
$response = $keywordPlanIdeaServiceClient->generateKeywordHistoricalMetrics(
new GenerateKeywordHistoricalMetricsRequest([
'customer_id' => $customerId,
'keywords' => ['mars cruise', 'cheap cruise', 'jupiter cruise'],
// See https://developers.google.com/google-ads/api/reference/data/geotargets for
// the list of geo target IDs.
// Geo target constant 2840 is for USA.
'geo_target_constants' => [ResourceNames::forGeoTargetConstant(2840)],
'keyword_plan_network' => KeywordPlanNetwork::GOOGLE_SEARCH,
// https://developers.google.com/google-ads/api/reference/data/codes-formats#languages
// for the list of language constant IDs.
// Language constant 1000 is for English.
'language' => ResourceNames::forLanguageConstant(1000)
])
);
// Iterates over the results and print its detail.
foreach ($response->getResults() as $result) {
/** @var GenerateKeywordHistoricalMetricsResult $result */
$metrics = $result->getKeywordMetrics();
printf("The search query: '%s' ", $result->getText());
printf(
"and the following variants: '%s' ",
implode(',', iterator_to_array($result->getCloseVariants()->getIterator()))
);
print "generated the following historical metrics:" . PHP_EOL;
// Approximate number of monthly searches on this query averaged for the past 12 months.
printf(
"Approximate monthly searches: %s%s",
$metrics->hasAvgMonthlySearches()
? sprintf("%d", $metrics->getAvgMonthlySearches())
: "'none'",
PHP_EOL
);
// The competition level for this search query.
printf(
"Competition level: '%s'%s",
KeywordPlanCompetitionLevel::name($metrics->getCompetition()),
PHP_EOL
);
// The competition index for the query in the range [0,100]. This shows how
// competitive ad placement is for a keyword. The level of competition from 0-100 is
// determined by the number of ad slots filled divided by the total number of slots
// available. If not enough data is available, null will be returned.
printf(
"Competition index: %s%s",
$metrics->hasCompetitionIndex()
? sprintf("%d", $metrics->getCompetitionIndex())
: "'none'",
PHP_EOL
);
// Top of page bid low range (20th percentile) in micros for the keyword.
printf(
"Top of page bid low range: %s%s",
$metrics->hasLowTopOfPageBidMicros()
? sprintf("%d", $metrics->getLowTopOfPageBidMicros())
: "'none'",
PHP_EOL
);
// Top of page bid high range (80th percentile) in micros for the keyword.
printf(
"Top of page bid high range: %s%s",
$metrics->hasHighTopOfPageBidMicros()
? sprintf("%d", $metrics->getHighTopOfPageBidMicros())
: "'none'",
PHP_EOL
);
// Approximate number of searches on this query for the past twelve months.
$monthlySearchVolumes =
iterator_to_array($metrics->getMonthlySearchVolumes()->getIterator());
usort(
$monthlySearchVolumes,
// Orders the monthly search volumes by descending year, then descending month.
function (MonthlySearchVolume $volume1, MonthlySearchVolume $volume2) {
$yearsCompared = $volume2->getYear() <=> $volume1->getYear();
if ($yearsCompared != 0) {
return $yearsCompared;
} else {
return $volume2->getMonth() <=> $volume1->getMonth();
}
}
);
// Prints each monthly search volume.
array_walk($monthlySearchVolumes, function (MonthlySearchVolume $monthlySearchVolume) {
printf(
"Approximately %d searches in %s, %s.%s",
$monthlySearchVolume->getMonthlySearches(),
MonthOfYear::name($monthlySearchVolume->getMonth()),
$monthlySearchVolume->getYear(),
PHP_EOL
);
});
print PHP_EOL;
}
}
}
GenerateHistoricalMetrics::main();
পাইথন
#!/usr/bin/env python
# Copyright 2023 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.
"""This example generates historical metrics for keyword planning.
For more details see this guide:
https://developers.google.com/google-ads/api/docs/keyword-planning/generate-historical-metrics
"""
import argparse
import sys
from google.ads.googleads.client import GoogleAdsClient
from google.ads.googleads.errors import GoogleAdsException
def main(client, customer_id):
"""The main method that creates all necessary entities for the example.
Args:
client: an initialized GoogleAdsClient instance.
customer_id: a client customer ID.
"""
generate_historical_metrics(client, customer_id)
def generate_historical_metrics(client, customer_id):
"""Generates historical metrics and prints the results.
Args:
client: an initialized GoogleAdsClient instance.
customer_id: a client customer ID.
"""
googleads_service = client.get_service("GoogleAdsService")
keyword_plan_idea_service = client.get_service("KeywordPlanIdeaService")
request = client.get_type("GenerateKeywordHistoricalMetricsRequest")
request.customer_id = customer_id
request.keywords = ["mars cruise", "cheap cruise", "jupiter cruise"]
# Geo target constant 2840 is for USA.
request.geo_target_constants.append(
googleads_service.geo_target_constant_path("2840")
)
request.keyword_plan_network = (
client.enums.KeywordPlanNetworkEnum.GOOGLE_SEARCH
)
# Language criteria 1000 is for English. For the list of language criteria
# IDs, see:
# https://developers.google.com/google-ads/api/reference/data/codes-formats#languages
request.language = googleads_service.language_constant_path("1000")
response = keyword_plan_idea_service.generate_keyword_historical_metrics(
request=request
)
for result in response.results:
metrics = result.keyword_metrics
# These metrics include those for both the search query and any variants
# included in the response.
print(
f"The search query '{result.text}' (and the following variants: "
f"'{result.close_variants if result.close_variants else 'None'}'), "
"generated the following historical metrics:\n"
)
# Approximate number of monthly searches on this query averaged for the
# past 12 months.
print(f"\tApproximate monthly searches: {metrics.avg_monthly_searches}")
# The competition level for this search query.
print(f"\tCompetition level: {metrics.competition}")
# The competition index for the query in the range [0, 100]. This shows
# how competitive ad placement is for a keyword. The level of
# competition from 0-100 is determined by the number of ad slots filled
# divided by the total number of ad slots available. If not enough data
# is available, undef will be returned.
print(f"\tCompetition index: {metrics.competition_index}")
# Top of page bid low range (20th percentile) in micros for the keyword.
print(
f"\tTop of page bid low range: {metrics.low_top_of_page_bid_micros}"
)
# Top of page bid high range (80th percentile) in micros for the
# keyword.
print(
"\tTop of page bid high range: "
f"{metrics.high_top_of_page_bid_micros}"
)
# Approximate number of searches on this query for the past twelve
# months.
for month in metrics.monthly_search_volumes:
print(
f"\tApproximately {month.monthly_searches} searches in "
f"{month.month.name}, {month.year}"
)
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description="Generates forecast metrics for keyword planning."
)
# The following argument(s) should be provided to run the example.
parser.add_argument(
"-c",
"--customer_id",
type=str,
required=True,
help="The Google Ads customer ID.",
)
args = parser.parse_args()
# GoogleAdsClient will read the google-ads.yaml configuration file in the
# home directory if none is specified.
googleads_client = GoogleAdsClient.load_from_storage(version="v17")
try:
main(googleads_client, args.customer_id)
except GoogleAdsException as ex:
print(
f'Request with ID "{ex.request_id}" failed with status '
f'"{ex.error.code().name}" and includes the following errors:'
)
for error in ex.failure.errors:
print(f'Error with message "{error.message}".')
if error.location:
for field_path_element in error.location.field_path_elements:
print(f"\t\tOn field: {field_path_element.field_name}")
sys.exit(1)
রুবি
#!/usr/bin/env ruby
# Encoding: utf-8
#
# Copyright 2019 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.
# This example generates historical metrics for keyword planning.
#
# For more details see this guide:
# https://developers.google.com/google-ads/api/docs/keyword-planning/generate-historical-metrics
require 'optparse'
require 'google/ads/google_ads'
require "google/ads/google_ads/v15/services"
require 'date'
def generate_forecast_metrics(customer_id)
# GoogleAdsClient will read a config file from
# ENV['HOME']/google_ads_config.rb when called without parameters
client = Google::Ads::GoogleAds::GoogleAdsClient.new
# Generates historical metrics and prints the results.
keyword_plan_idea_service = client.service.keyword_plan_idea
response = keyword_plan_idea_service.generate_keyword_historical_metrics(
customer_id: customer_id,
keywords: ["mars cruise", "cheap cruise", "jupiter cruise"],
keyword_plan_network: :GOOGLE_SEARCH,
# For the list of geo target IDs, see:
# https://developers.google.com/google-ads/api/reference/data/geotargets
# Geo target constant 2840 is for USA.
geo_target_constants: [client.path.geo_target_constant("2840")],
# Language criteria 1000 is for English.
# For the list of language criteria IDs, see:
# https://developers.google.com/google-ads/api/reference/data/codes-formats#languages
language: client.path.language_constant("1000"),
)
for result in response.results
metrics = result.keyword_metrics
# These metrics include those for both the search query and any variants
# included in the response.
puts"The search query '#{result.text}' (and the following variants: " \
"'#{result.close_variants}'), " \
"generated the following historical metrics:\n"
# Approximate number of monthly searches on this query averaged for the
# past 12 months.
puts "\tApproximate monthly searches: #{metrics.avg_monthly_searches}"
# The competition level for this search query.
puts "\tCompetition level: #{metrics.competition}"
# The competition index for the query in the range [0, 100]. This shows
# how competitive ad placement is for a keyword. The level of
# competition from 0-100 is determined by the number of ad slots filled
# divided by the total number of ad slots available. If not enough data
# is available, undef will be returned.
puts "\tCompetition index: #{metrics.competition_index}"
# Top of page bid low range (20th percentile) in micros for the keyword.
puts "\tTop of page bid low range: #{metrics.low_top_of_page_bid_micros}"
# Top of page bid high range (80th percentile) in micros for the
# keyword.
puts"\tTop of page bid high range: "
"#{metrics.high_top_of_page_bid_micros}"
# Approximate number of searches on this query for the past twelve
# months.
for month in metrics.monthly_search_volumes
puts "\tApproximately #{month.monthly_searches} searches in "
"#{month.month.name}, #{month.year}"
end
end
end
if __FILE__ == $0
PAGE_SIZE = 1000
options = {}
# The following parameter(s) should be provided to run the example. You can
# either specify these by changing the INSERT_XXX_ID_HERE values below, or on
# the command line.
#
# Parameters passed on the command line will override any parameters set in
# code.
#
# Running the example with -h will print the command line usage.
options[:customer_id] = 'INSERT_CUSTOMER_ID_HERE'
OptionParser.new do |opts|
opts.banner = sprintf('Usage: %s [options]', File.basename(__FILE__))
opts.separator ''
opts.separator 'Options:'
opts.on('-C', '--customer-id CUSTOMER-ID', String, 'Customer ID') do |v|
options[:customer_id] = v
end
opts.separator ''
opts.separator 'Help:'
opts.on_tail('-h', '--help', 'Show this message') do
puts opts
exit
end
end.parse!
begin
generate_forecast_metrics(options.fetch(:customer_id).tr("-", ""))
rescue Google::Ads::GoogleAds::Errors::GoogleAdsError => e
e.failure.errors.each do |error|
STDERR.printf("Error with message: %s\n", error.message)
if error.location
error.location.field_path_elements.each do |field_path_element|
STDERR.printf("\tOn field: %s\n", field_path_element.field_name)
end
end
error.error_code.to_h.each do |k, v|
next if v == :UNSPECIFIED
STDERR.printf("\tType: %s\n\tCode: %s\n", k, v)
end
end
raise
end
end
পার্ল
#!/usr/bin/perl -w
#
# Copyright 2023, 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.
#
# This example generates historical metrics for keyword planning.
# Guide: https://developers.google.com/google-ads/api/docs/keyword-planning/generate-historical-metrics
use strict;
use warnings;
use utf8;
use FindBin qw($Bin);
use lib "$Bin/../../lib";
use Google::Ads::GoogleAds::Client;
use Google::Ads::GoogleAds::Utils::GoogleAdsHelper;
use Google::Ads::GoogleAds::V17::Utils::ResourceNames;
use Getopt::Long qw(:config auto_help);
use Pod::Usage;
use Cwd qw(abs_path);
sub generate_historical_metrics {
my ($api_client, $customer_id) = @_;
my $keyword_historical_metrics_response =
$api_client->KeywordPlanIdeaService()->generate_keyword_historical_metrics({
customerId => $customer_id,
keywords => ["mars cruise", "cheap cruise", "jupiter cruise"],
# Geo target constant 2840 is for USA.
geoTargetConstants => [
Google::Ads::GoogleAds::V17::Utils::ResourceNames::geo_target_constant(
2840)
],
keywordPlanNetwork => 'GOOGLE_SEARCH',
# Language criteria 1000 is for English. See
# https://developers.google.com/google-ads/api/reference/data/codes-formats#languages
# for the list of language criteria IDs.
language =>
Google::Ads::GoogleAds::V17::Utils::ResourceNames::language_constant(
1000)});
foreach my $result (@{$keyword_historical_metrics_response->{results}}) {
my $metric = $result->{keywordMetrics};
# These metrics include those for both the search query and any
# variants included in the response.
# If the metric is undefined, print (undef) as a placeholder.
printf
"The search query, %s, (and the following variants: %s), generated the following historical metrics:\n",
$result->{text},
$result->{closeVariants}
? join(', ', $result->{closeVariants})
: "(undef)";
# Approximate number of monthly searches on this query averaged for
# the past 12 months.
printf "\tApproximate monthly searches: %s.\n",
value_or_undef($metric->{avgMonthlySearches});
# The competition level for this search query.
printf "\tCompetition level: %s.\n", value_or_undef($metric->{competition});
# The competition index for the query in the range [0, 100]. This shows how
# competitive ad placement is for a keyword. The level of competition from
# 0-100 is determined by the number of ad slots filled divided by the total
# number of ad slots available. If not enough data is available, undef will
# be returned.
printf "\tCompetition index: %s.\n",
value_or_undef($metric->{competitionIndex});
# Top of page bid low range (20th percentile) in micros for the keyword.
printf "\tTop of page bid low range: %s.\n",
value_or_undef($metric->{lowTopOfPageBidMicros});
# Top of page bid high range (80th percentile) in micros for the keyword.
printf "\tTop of page bid high range: %s.\n",
value_or_undef($metric->{highTopOfPageBidMicros});
# Approximate number of searches on this query for the past twelve months.
foreach my $month (@{$metric->{monthlySearchVolumes}}) {
printf "\tApproximately %d searches in %s, %s.\n",
$month->{monthlySearches}, $month->{month}, $month->{year};
}
}
return 1;
}
# Returns the input value as a string if it's defined, otherwise returns "(undef)".
sub value_or_undef {
my ($value) = @_;
return $value ? "$value" : "(undef)";
}
# Don't run the example if the file is being included.
if (abs_path($0) ne abs_path(__FILE__)) {
return 1;
}
# Get Google Ads Client, credentials will be read from ~/googleads.properties.
my $api_client = Google::Ads::GoogleAds::Client->new();
# By default examples are set to die on any server returned fault.
$api_client->set_die_on_faults(1);
my $customer_id = undef;
# Parameters passed on the command line will override any parameters set in code.
GetOptions("customer_id=s" => \$customer_id);
# Print the help message if the parameters are not initialized in the code nor
# in the command line.
pod2usage(2) if not check_params($customer_id);
# Call the example.
generate_historical_metrics($api_client, $customer_id =~ s/-//gr);
=pod
=head1 NAME
generate_historical_metrics
=head1 DESCRIPTION
This example generates historical metrics for keyword planning.
=head1 SYNOPSIS
generate_historical_metrics.pl [options]
-help Show the help message.
-customer_id The Google Ads customer ID.
=cut
