Forecast Reach

Java

 // Copyright 2020 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.v21.common.DeviceInfo 
 ; 
 import 
  
 com.google.ads.googleads.v21.common.GenderInfo 
 ; 
 import 
  
 com.google.ads.googleads.v21.enums.DeviceEnum.Device 
 ; 
 import 
  
 com.google.ads.googleads.v21.enums.GenderTypeEnum.GenderType 
 ; 
 import 
  
 com.google.ads.googleads.v21.enums.ReachPlanAgeRangeEnum.ReachPlanAgeRange 
 ; 
 import 
  
 com.google.ads.googleads.v21.errors.GoogleAdsError 
 ; 
 import 
  
 com.google.ads.googleads.v21.errors.GoogleAdsException 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.CampaignDuration 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.GenerateReachForecastRequest 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.GenerateReachForecastResponse 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ListPlannableLocationsRequest 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ListPlannableLocationsResponse 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ListPlannableProductsRequest 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ListPlannableProductsResponse 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.PlannableLocation 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.PlannedProduct 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.PlannedProductReachForecast 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ProductMetadata 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ReachForecast 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.ReachPlanServiceClient 
 ; 
 import 
  
 com.google.ads.googleads.v21.services.Targeting 
 ; 
 import 
  
 com.google.common.base.Joiner 
 ; 
 import 
  
 java.io.FileNotFoundException 
 ; 
 import 
  
 java.io.IOException 
 ; 
 import 
  
 java.util.ArrayList 
 ; 
 import 
  
 java.util.Arrays 
 ; 
 import 
  
 java.util.List 
 ; 
 /** 
 * Demonstrates how to interact with the ReachPlanService to find plannable locations and product 
 * codes, build a media plan, and generate a video ads reach forecast. 
 */ 
 public 
  
 class 
 ForecastReach 
  
 { 
  
 private 
  
 static 
  
 class 
 ForecastReachParams 
  
 extends 
  
 CodeSampleParams 
  
 { 
  
 @Parameter 
 ( 
 names 
  
 = 
  
 ArgumentNames 
 . 
 CUSTOMER_ID 
 , 
  
 required 
  
 = 
  
 true 
 ) 
  
 private 
  
 Long 
  
 customerId 
 ; 
  
 } 
  
 public 
  
 static 
  
 void 
  
 main 
 ( 
 String 
 [] 
  
 args 
 ) 
  
 { 
  
 ForecastReachParams 
  
 params 
  
 = 
  
 new 
  
 ForecastReachParams 
 (); 
  
 if 
  
 ( 
 ! 
 params 
 . 
 parseArguments 
 ( 
 args 
 )) 
  
 { 
  
 // Either pass the required parameters for this example on the command line, or insert them 
  
 // into the code here. See the parameter class definition above for descriptions. 
  
 params 
 . 
 customerId 
  
 = 
  
 Long 
 . 
 parseLong 
 ( 
 "INSERT_CUSTOMER_ID_HERE" 
 ); 
  
 } 
  
 GoogleAdsClient 
  
 googleAdsClient 
 ; 
  
 try 
  
 { 
  
 googleAdsClient 
  
 = 
  
 GoogleAdsClient 
 . 
 newBuilder 
 (). 
 fromPropertiesFile 
 (). 
 build 
 (); 
  
 } 
  
 catch 
  
 ( 
 FileNotFoundException 
  
 fnfe 
 ) 
  
 { 
  
 System 
 . 
 err 
 . 
 printf 
 ( 
  
 "Failed to load GoogleAdsClient configuration from file. Exception: %s%n" 
 , 
  
 fnfe 
 ); 
  
 return 
 ; 
  
 } 
  
 catch 
  
 ( 
 IOException 
  
 ioe 
 ) 
  
 { 
  
 System 
 . 
 err 
 . 
 printf 
 ( 
 "Failed to create GoogleAdsClient. Exception: %s%n" 
 , 
  
 ioe 
 ); 
  
 return 
 ; 
  
 } 
  
 try 
  
 { 
  
 new 
  
 ForecastReach 
 (). 
 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 
 ); 
  
 } 
  
 } 
  
 } 
  
 /** 
 * Runs the example. 
 * 
 * @param googleAdsClient the Google Ads API client. 
 * @param customerId the customer ID for the reach forecast. 
 */ 
  
 private 
  
 void 
  
 runExample 
 ( 
 GoogleAdsClient 
  
 googleAdsClient 
 , 
  
 long 
  
 customerId 
 ) 
  
 { 
  
 String 
  
 locationId 
  
 = 
  
 "2840" 
 ; 
  
 // US 
  
 String 
  
 currencyCode 
  
 = 
  
 "USD" 
 ; 
  
 long 
  
 budgetMicros 
  
 = 
  
 5_000_000L 
 ; 
  
 // $5 USD 
  
 try 
  
 ( 
 ReachPlanServiceClient 
  
 reachPlanServiceClient 
  
 = 
  
 googleAdsClient 
 . 
 getLatestVersion 
 (). 
 createReachPlanServiceClient 
 ()) 
  
 { 
  
 showPlannableLocations 
 ( 
 reachPlanServiceClient 
 ); 
  
 showPlannableProducts 
 ( 
 reachPlanServiceClient 
 , 
  
 locationId 
 ); 
  
 forecastManualMix 
 ( 
 reachPlanServiceClient 
 , 
  
 customerId 
 , 
  
 locationId 
 , 
  
 currencyCode 
 , 
  
 budgetMicros 
 ); 
  
 } 
  
 } 
  
 /** 
 * Maps friendly names of plannable locations to location IDs usable with ReachPlanServiceClient. 
 * 
 * @param reachPlanServiceClient instance of Reach Plan Service client. 
 */ 
  
 private 
  
 void 
  
 showPlannableLocations 
 ( 
 ReachPlanServiceClient 
  
 reachPlanServiceClient 
 ) 
  
 { 
  
 ListPlannableLocationsRequest 
  
 request 
  
 = 
  
 ListPlannableLocationsRequest 
 . 
 newBuilder 
 (). 
 build 
 (); 
  
 ListPlannableLocationsResponse 
  
 response 
  
 = 
  
 reachPlanServiceClient 
 . 
 listPlannableLocations 
 ( 
 request 
 ); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Plannable Locations:" 
 ); 
  
 for 
  
 ( 
 PlannableLocation 
  
 location 
  
 : 
  
 response 
 . 
 getPlannableLocationsList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
  
 "Name: %s, ID: %s, ParentCountryId: %s%n" 
 , 
  
 location 
 . 
 getName 
 (), 
  
 location 
 . 
 getId 
 (), 
  
 location 
 . 
 getParentCountryId 
 ()); 
  
 } 
  
 } 
  
 /** 
 * Lists plannable products for a given location. 
 * 
 * @param reachPlanServiceClient instance of Reach Plan Service client. 
 * @param locationId location ID to plan for. To find a valid location ID, either see 
 *     https://developers.google.com/google-ads/api/reference/data/geotargets or call 
 *     ReachPlanServiceClient.listPlannableLocations(). 
 */ 
  
 private 
  
 void 
  
 showPlannableProducts 
 ( 
  
 ReachPlanServiceClient 
  
 reachPlanServiceClient 
 , 
  
 String 
  
 locationId 
 ) 
  
 { 
  
 ListPlannableProductsRequest 
  
 request 
  
 = 
  
 ListPlannableProductsRequest 
 . 
 newBuilder 
 (). 
 setPlannableLocationId 
 ( 
 locationId 
 ). 
 build 
 (); 
  
 ListPlannableProductsResponse 
  
 response 
  
 = 
  
 reachPlanServiceClient 
 . 
 listPlannableProducts 
 ( 
 request 
 ); 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "Plannable Products for location %s:%n" 
 , 
  
 locationId 
 ); 
  
 for 
  
 ( 
 ProductMetadata 
  
 product 
  
 : 
  
 response 
 . 
 getProductMetadataList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "%s:%n" 
 , 
  
 product 
 . 
 getPlannableProductCode 
 ()); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Age Ranges:" 
 ); 
  
 for 
  
 ( 
 ReachPlanAgeRange 
  
 ageRange 
  
 : 
  
 product 
 . 
 getPlannableTargeting 
 (). 
 getAgeRangesList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "\t- %s%n" 
 , 
  
 ageRange 
 ); 
  
 } 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Genders:" 
 ); 
  
 for 
  
 ( 
 GenderInfo 
  
 gender 
  
 : 
  
 product 
 . 
 getPlannableTargeting 
 (). 
 getGendersList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "\t- %s%n" 
 , 
  
 gender 
 . 
 getType 
 ()); 
  
 } 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Devices:" 
 ); 
  
 for 
  
 ( 
 DeviceInfo 
  
 device 
  
 : 
  
 product 
 . 
 getPlannableTargeting 
 (). 
 getDevicesList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "\t- %s%n" 
 , 
  
 device 
 . 
 getType 
 ()); 
  
 } 
  
 } 
  
 } 
  
 /** 
 * Creates a base request to generate a reach forecast. 
 * 
 * @param customerId the customer ID for the reach forecast. 
 * @param productMix the product mix for the reach forecast. 
 * @param locationId location ID to plan for. To find a valid location ID, either see 
 *     https://developers.google.com/google-ads/api/reference/data/geotargets or call 
 *     ReachPlanServiceClient.ListPlannableLocations. 
 * @param currencyCode three-character ISO 4217 currency code. 
 * @return populated GenerateReachForecastRequest object. 
 */ 
  
 private 
  
 GenerateReachForecastRequest 
  
 buildReachRequest 
 ( 
  
 Long 
  
 customerId 
 , 
  
 List<PlannedProduct> 
  
 productMix 
 , 
  
 String 
  
 locationId 
 , 
  
 String 
  
 currencyCode 
 ) 
  
 { 
  
 CampaignDuration 
  
 duration 
  
 = 
  
 CampaignDuration 
 . 
 newBuilder 
 (). 
 setDurationInDays 
 ( 
 28 
 ). 
 build 
 (); 
  
 List<GenderInfo> 
  
 genders 
  
 = 
  
 Arrays 
 . 
 asList 
 ( 
  
 GenderInfo 
 . 
 newBuilder 
 (). 
 setType 
 ( 
 GenderType 
 . 
 FEMALE 
 ). 
 build 
 (), 
  
 GenderInfo 
 . 
 newBuilder 
 (). 
 setType 
 ( 
 GenderType 
 . 
 MALE 
 ). 
 build 
 ()); 
  
 List<DeviceInfo> 
  
 devices 
  
 = 
  
 Arrays 
 . 
 asList 
 ( 
  
 DeviceInfo 
 . 
 newBuilder 
 (). 
 setType 
 ( 
 Device 
 . 
 DESKTOP 
 ). 
 build 
 (), 
  
 DeviceInfo 
 . 
 newBuilder 
 (). 
 setType 
 ( 
 Device 
 . 
 MOBILE 
 ). 
 build 
 (), 
  
 DeviceInfo 
 . 
 newBuilder 
 (). 
 setType 
 ( 
 Device 
 . 
 TABLET 
 ). 
 build 
 ()); 
  
 Targeting 
  
 targeting 
  
 = 
  
 Targeting 
 . 
 newBuilder 
 () 
  
 . 
 setPlannableLocationId 
 ( 
 locationId 
 ) 
  
 . 
 setAgeRange 
 ( 
 ReachPlanAgeRange 
 . 
 AGE_RANGE_18_65_UP 
 ) 
  
 . 
 addAllGenders 
 ( 
 genders 
 ) 
  
 . 
 addAllDevices 
 ( 
 devices 
 ) 
  
 . 
 build 
 (); 
  
 // See the docs for defaults and valid ranges: 
  
 // https://developers.google.com/google-ads/api/reference/rpc/latest/GenerateReachForecastRequest 
  
 return 
  
 GenerateReachForecastRequest 
 . 
 newBuilder 
 () 
  
 . 
 setCustomerId 
 ( 
 Long 
 . 
 toString 
 ( 
 customerId 
 )) 
  
 . 
 setCurrencyCode 
 ( 
 currencyCode 
 ) 
  
 . 
 setCampaignDuration 
 ( 
 duration 
 ) 
  
 . 
 setTargeting 
 ( 
 targeting 
 ) 
  
 . 
 setMinEffectiveFrequency 
 ( 
 1 
 ) 
  
 . 
 addAllPlannedProducts 
 ( 
 productMix 
 ) 
  
 . 
 build 
 (); 
  
 } 
  
 /** 
 * Pulls and prints the reach curve for the given request. 
 * 
 * @param reachPlanServiceClient instance of Reach Plan Service client. 
 * @param request an already-populated reach curve request. 
 */ 
  
 private 
  
 void 
  
 getReachCurve 
 ( 
  
 ReachPlanServiceClient 
  
 reachPlanServiceClient 
 , 
  
 GenerateReachForecastRequest 
  
 request 
 ) 
  
 { 
  
 GenerateReachForecastResponse 
  
 response 
  
 = 
  
 reachPlanServiceClient 
 . 
 generateReachForecast 
 ( 
 request 
 ); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Reach curve output:" 
 ); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
  
 "Currency, Cost Micros, On-Target Reach, On-Target Imprs, Total Reach, Total Imprs," 
  
 + 
  
 " Products" 
 ); 
  
 for 
  
 ( 
 ReachForecast 
  
 point 
  
 : 
  
 response 
 . 
 getReachCurve 
 (). 
 getReachForecastsList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
  
 "%s, \"" 
 , 
  
 Joiner 
 . 
 on 
 ( 
 ", " 
 ) 
  
 . 
 join 
 ( 
  
 request 
 . 
 getCurrencyCode 
 (), 
  
 String 
 . 
 valueOf 
 ( 
 point 
 . 
 getCostMicros 
 ()), 
  
 String 
 . 
 valueOf 
 ( 
 point 
 . 
 getForecast 
 (). 
 getOnTargetReach 
 ()), 
  
 String 
 . 
 valueOf 
 ( 
 point 
 . 
 getForecast 
 (). 
 getOnTargetImpressions 
 ()), 
  
 String 
 . 
 valueOf 
 ( 
 point 
 . 
 getForecast 
 (). 
 getTotalReach 
 ()), 
  
 String 
 . 
 valueOf 
 ( 
 point 
 . 
 getForecast 
 (). 
 getTotalImpressions 
 ()))); 
  
 for 
  
 ( 
 PlannedProductReachForecast 
  
 product 
  
 : 
  
 point 
 . 
 getPlannedProductReachForecastsList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "[Product: %s, " 
 , 
  
 product 
 . 
 getPlannableProductCode 
 ()); 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "Budget Micros: %s]" 
 , 
  
 product 
 . 
 getCostMicros 
 ()); 
  
 } 
  
 System 
 . 
 out 
 . 
 printf 
 ( 
 "\"%n" 
 ); 
  
 } 
  
 } 
  
 /** 
 * Pulls a forecast for a budget split 15% and 85% between two products. 
 * 
 * @param reachPlanServiceClient instance of Reach Plan Service client. 
 * @param customerId the customer ID for the reach forecast. 
 * @param locationId location ID to plan for. To find a valid location ID, either see 
 *     https://developers.google.com/google-ads/api/reference/data/geotargets or call 
 *     ReachPlanServiceClient.listPlannableLocations(). 
 * @param currencyCode three-character ISO 4217 currency code. 
 * @param budgetMicros budget in currency to plan for. 
 */ 
  
 private 
  
 void 
  
 forecastManualMix 
 ( 
  
 ReachPlanServiceClient 
  
 reachPlanServiceClient 
 , 
  
 long 
  
 customerId 
 , 
  
 String 
  
 locationId 
 , 
  
 String 
  
 currencyCode 
 , 
  
 long 
  
 budgetMicros 
 ) 
  
 { 
  
 List<PlannedProduct> 
  
 productMix 
  
 = 
  
 new 
  
 ArrayList 
<> (); 
  
 // Set up a ratio to split the budget between two products. 
  
 double 
  
 trueviewAllocation 
  
 = 
  
 0.15 
 ; 
  
 double 
  
 bumperAllocation 
  
 = 
  
 1 
  
 - 
  
 trueviewAllocation 
 ; 
  
 // See listPlannableProducts on ReachPlanService to retrieve a list 
  
 // of valid PlannableProductCode's for a given location: 
  
 // https://developers.google.com/google-ads/api/reference/rpc/latest/ReachPlanService 
  
 productMix 
 . 
 add 
 ( 
  
 PlannedProduct 
 . 
 newBuilder 
 () 
  
 . 
 setPlannableProductCode 
 ( 
 "TRUEVIEW_IN_STREAM" 
 ) 
  
 . 
 setBudgetMicros 
 (( 
 long 
 ) 
  
 ( 
 budgetMicros 
  
 * 
  
 bumperAllocation 
 )) 
  
 . 
 build 
 ()); 
  
 productMix 
 . 
 add 
 ( 
  
 PlannedProduct 
 . 
 newBuilder 
 () 
  
 . 
 setPlannableProductCode 
 ( 
 "BUMPER" 
 ) 
  
 . 
 setBudgetMicros 
 (( 
 long 
 ) 
  
 ( 
 budgetMicros 
  
 * 
  
 bumperAllocation 
 )) 
  
 . 
 build 
 ()); 
  
 GenerateReachForecastRequest 
  
 request 
  
 = 
  
 buildReachRequest 
 ( 
 customerId 
 , 
  
 productMix 
 , 
  
 locationId 
 , 
  
 currencyCode 
 ); 
  
 getReachCurve 
 ( 
 reachPlanServiceClient 
 , 
  
 request 
 ); 
  
 } 
 } 
  
  

C#

 // 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 
 // 
 //     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.V21.Common 
 ; 
 using 
  
 Google.Ads.GoogleAds.V21.Errors 
 ; 
 using 
  
 Google.Ads.GoogleAds.V21.Services 
 ; 
 using 
  
 System 
 ; 
 using 
  
 System.Collections.Generic 
 ; 
 using 
  
 static 
  
 Google 
 . 
 Ads 
 . 
 GoogleAds 
 . 
 V21 
 . 
 Enums 
 . 
 DeviceEnum 
 . 
 Types 
 ; 
 using 
  
 static 
  
 Google 
 . 
 Ads 
 . 
 GoogleAds 
 . 
 V21 
 . 
 Enums 
 . 
 GenderTypeEnum 
 . 
 Types 
 ; 
 using 
  
 static 
  
 Google 
 . 
 Ads 
 . 
 GoogleAds 
 . 
 V21 
 . 
 Enums 
 . 
 ReachPlanAgeRangeEnum 
 . 
 Types 
 ; 
 namespace 
  
 Google.Ads.GoogleAds.Examples.V21 
 { 
  
 /// <summary> 
  
 /// This example demonstrates how to interact with the ReachPlanService to find plannable 
  
 /// locations and product codes, build a media plan, and generate a video ads reach forecast. 
  
 /// </summary> 
  
 public 
  
 class 
  
 ForecastReach 
  
 : 
  
 ExampleBase 
  
 { 
  
 /// <summary> 
  
 /// Command line options for running the <see cref="ForecastReach"/> example. 
  
 /// </summary> 
  
 public 
  
 class 
  
 Options 
  
 : 
  
 OptionsBase 
  
 { 
  
 /// <summary> 
  
 /// The Google Ads customer ID for which the call is made. 
  
 /// </summary> 
  
 [Option("customerId", Required = true, HelpText = 
 "The Google Ads 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 
 ); 
  
 ForecastReach 
  
 codeExample 
  
 = 
  
 new 
  
 ForecastReach 
 (); 
  
 Console 
 . 
 WriteLine 
 ( 
 codeExample 
 . 
 Description 
 ); 
  
 codeExample 
 . 
 Run 
 ( 
 new 
  
 GoogleAdsClient 
 (), 
  
 options 
 . 
 CustomerId 
 ); 
  
 } 
  
 /// <summary> 
  
 /// Returns a description about the code example. 
  
 /// </summary> 
  
 public 
  
 override 
  
 string 
  
 Description 
  
 = 
>  
 "This example demonstrates how to interact with the ReachPlanService to find " 
  
 + 
  
 "plannable locations and product codes, build a media plan, and generate a video ads " 
  
 + 
  
 "reach forecast." 
 ; 
  
 /// <summary> 
  
 /// Runs the code example, showing a typical series of calls to the 
  
 /// <see cref="Services.V21.ReachPlanService"/>. 
  
 /// </summary> 
  
 /// <param name="client">The Google Ads API client.</param> 
  
 /// <param name="customerId">The Google Ads customer ID for which the call is made.</param> 
  
 public 
  
 void 
  
 Run 
 ( 
 GoogleAdsClient 
  
 client 
 , 
  
 long 
  
 customerId 
 ) 
  
 { 
  
 string 
  
 locationId 
  
 = 
  
 "2840" 
 ; 
  
 // US 
  
 string 
  
 currencyCode 
  
 = 
  
 "USD" 
 ; 
  
 long 
  
 budgetMicros 
  
 = 
  
 5 
 _000_000L 
 ; 
  
 ReachPlanServiceClient 
  
 reachPlanService 
  
 = 
  
 client 
 . 
 GetService 
 ( 
 Services 
 . 
 V21 
 . 
 ReachPlanService 
 ); 
  
 try 
  
 { 
  
 ShowPlannableLocations 
 ( 
 reachPlanService 
 ); 
  
 ShowPlannableProducts 
 ( 
 reachPlanService 
 , 
  
 locationId 
 ); 
  
 ForecastMix 
 ( 
 reachPlanService 
 , 
  
 customerId 
 . 
 ToString 
 (), 
  
 locationId 
 , 
  
 currencyCode 
 , 
  
 budgetMicros 
 ); 
  
 } 
  
 catch 
  
 ( 
 GoogleAdsException 
  
 e 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
 "Failure:" 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 $"Message: {e.Message}" 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 $"Failure: {e.Failure}" 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 $"Request ID: {e.RequestId}" 
 ); 
  
 throw 
 ; 
  
 } 
  
 } 
  
 /// <summary> 
  
 /// Maps friendly names of plannable locations to location IDs usable with 
  
 /// <see cref="ReachPlanServiceClient"/>. 
  
 /// </summary> 
  
 /// <param name="reachPlanService">Instance of Reach Plan Service client.</param> 
  
 public 
  
 void 
  
 ShowPlannableLocations 
 ( 
 ReachPlanServiceClient 
  
 reachPlanService 
 ) 
  
 { 
  
 ListPlannableLocationsRequest 
  
 request 
  
 = 
  
 new 
  
 ListPlannableLocationsRequest 
 (); 
  
 ListPlannableLocationsResponse 
  
 response 
  
 = 
  
 reachPlanService 
 . 
 ListPlannableLocations 
 ( 
  
 request 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "Plannable Locations:" 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "Name,\tId,\t,ParentCountryId" 
 ); 
  
 foreach 
  
 ( 
 PlannableLocation 
  
 location 
  
 in 
  
 response 
 . 
 PlannableLocations 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
  
 $"\"{location.Name}\",\t{location.Id},{location.ParentCountryId}" 
 ); 
  
 } 
  
 } 
  
 /// <summary> 
  
 /// Lists plannable products for a given location. 
  
 /// </summary> 
  
 /// <param name="reachPlanService">Instance of Reach Plan Service client.</param> 
  
 /// <param name="locationId">Location ID to plan for. To find a valid location ID, either 
  
 /// see https://developers.google.com/google-ads/api/reference/data/geotargets or call 
  
 /// <see cref="ReachPlanServiceClient.ListPlannableLocations"/>.</param> 
  
 public 
  
 void 
  
 ShowPlannableProducts 
 ( 
  
 ReachPlanServiceClient 
  
 reachPlanService 
 , 
  
 string 
  
 locationId 
 ) 
  
 { 
  
 ListPlannableProductsRequest 
  
 request 
  
 = 
  
 new 
  
 ListPlannableProductsRequest 
  
 { 
  
 PlannableLocationId 
  
 = 
  
 locationId 
  
 }; 
  
 ListPlannableProductsResponse 
  
 response 
  
 = 
  
 reachPlanService 
 . 
 ListPlannableProducts 
 ( 
  
 request 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 $"Plannable Products for location {locationId}:" 
 ); 
  
 foreach 
  
 ( 
 ProductMetadata 
  
 product 
  
 in 
  
 response 
 . 
 ProductMetadata 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
 $"{product.PlannableProductCode}:" 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "Age Ranges:" 
 ); 
  
 foreach 
  
 ( 
 ReachPlanAgeRange 
  
 ageRange 
  
 in 
  
 product 
 . 
 PlannableTargeting 
 . 
 AgeRanges 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
 $"\t- {ageRange}" 
 ); 
  
 } 
  
 Console 
 . 
 WriteLine 
 ( 
 "Genders:" 
 ); 
  
 foreach 
  
 ( 
 GenderInfo 
  
 gender 
  
 in 
  
 product 
 . 
 PlannableTargeting 
 . 
 Genders 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
 $"\t- {gender.Type}" 
 ); 
  
 } 
  
 Console 
 . 
 WriteLine 
 ( 
 "Devices:" 
 ); 
  
 foreach 
  
 ( 
 DeviceInfo 
  
 device 
  
 in 
  
 product 
 . 
 PlannableTargeting 
 . 
 Devices 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
 $"\t- {device.Type}" 
 ); 
  
 } 
  
 } 
  
 } 
  
 /// <summary> 
  
 /// Create a base request to generate a reach forecast. 
  
 /// </summary> 
  
 /// <param name="customerId">The customer ID for the reach forecast.</param> 
  
 /// <param name="productMix">The product mix for the reach forecast.</param> 
  
 /// <param name="locationId">Location ID to plan for. To find a valid location ID, either 
  
 /// see https://developers.google.com/google-ads/api/reference/data/geotargets or call 
  
 /// <see cref="ReachPlanServiceClient.ListPlannableLocations"/>.</param> 
  
 /// <param name="currencyCode">Three-character ISO 4217 currency code.</param> 
  
 public 
  
 GenerateReachForecastRequest 
  
 BuildReachRequest 
 ( 
  
 string 
  
 customerId 
 , 
  
 List<PlannedProduct> 
  
 productMix 
 , 
  
 string 
  
 locationId 
 , 
  
 string 
  
 currencyCode 
 ) 
  
 { 
  
 // Valid durations are between 1 and 90 days. 
  
 CampaignDuration 
  
 duration 
  
 = 
  
 new 
  
 CampaignDuration 
  
 { 
  
 DurationInDays 
  
 = 
  
 28 
  
 }; 
  
 GenderInfo 
 [] 
  
 genders 
  
 = 
  
 { 
  
 new 
  
 GenderInfo 
  
 { 
 Type 
  
 = 
  
 GenderType 
 . 
 Female 
 }, 
  
 new 
  
 GenderInfo 
  
 { 
 Type 
  
 = 
  
 GenderType 
 . 
 Male 
 } 
  
 }; 
  
 DeviceInfo 
 [] 
  
 devices 
  
 = 
  
 { 
  
 new 
  
 DeviceInfo 
  
 { 
 Type 
  
 = 
  
 Device 
 . 
 Desktop 
 }, 
  
 new 
  
 DeviceInfo 
  
 { 
 Type 
  
 = 
  
 Device 
 . 
 Mobile 
 }, 
  
 new 
  
 DeviceInfo 
  
 { 
 Type 
  
 = 
  
 Device 
 . 
 Tablet 
 } 
  
 }; 
  
 Targeting 
  
 targeting 
  
 = 
  
 new 
  
 Targeting 
  
 { 
  
 PlannableLocationId 
  
 = 
  
 locationId 
 , 
  
 AgeRange 
  
 = 
  
 ReachPlanAgeRange 
 . 
 AgeRange1865Up 
 , 
  
 }; 
  
 targeting 
 . 
 Genders 
 . 
 AddRange 
 ( 
 genders 
 ); 
  
 targeting 
 . 
 Devices 
 . 
 AddRange 
 ( 
 devices 
 ); 
  
 // See the docs for defaults and valid ranges: 
  
 // https://developers.google.com/google-ads/api/reference/rpc/latest/GenerateReachForecastRequest 
  
 GenerateReachForecastRequest 
  
 request 
  
 = 
  
 new 
  
 GenerateReachForecastRequest 
  
 { 
  
 CustomerId 
  
 = 
  
 customerId 
 , 
  
 CurrencyCode 
  
 = 
  
 currencyCode 
 , 
  
 CampaignDuration 
  
 = 
  
 duration 
 , 
  
 Targeting 
  
 = 
  
 targeting 
 , 
  
 MinEffectiveFrequency 
  
 = 
  
 1 
  
 }; 
  
 request 
 . 
 PlannedProducts 
 . 
 AddRange 
 ( 
 productMix 
 ); 
  
 return 
  
 request 
 ; 
  
 } 
  
 /// <summary> 
  
 /// Retrieves and prints the reach curve for the given request. 
  
 /// </summary> 
  
 /// <param name="reachPlanService">Instance of Reach Plan Service client.</param> 
  
 /// <param name="request">An already-populated reach curve request.</param> 
  
 public 
  
 void 
  
 GetReachCurve 
 ( 
 ReachPlanServiceClient 
  
 reachPlanService 
 , 
  
 GenerateReachForecastRequest 
  
 request 
 ) 
  
 { 
  
 GenerateReachForecastResponse 
  
 response 
  
 = 
  
 reachPlanService 
 . 
 GenerateReachForecast 
 ( 
  
 request 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "Reach curve output:" 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
  
 "Currency, Cost Micros, On-Target Reach, On-Target Impressions, Total Reach," 
  
 + 
  
 " Total Impressions, Products" 
 ); 
  
 foreach 
  
 ( 
 ReachForecast 
  
 point 
  
 in 
  
 response 
 . 
 ReachCurve 
 . 
 ReachForecasts 
 ) 
  
 { 
  
 Console 
 . 
 Write 
 ( 
 $"{request.CurrencyCode}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 $"{point.CostMicros}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 $"{point.Forecast.OnTargetReach}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 $"{point.Forecast.OnTargetImpressions}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 $"{point.Forecast.TotalReach}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 $"{point.Forecast.TotalImpressions}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 "\"[" 
 ); 
  
 foreach 
  
 ( 
 PlannedProductReachForecast 
  
 productReachForecast 
  
 in 
  
 point 
 . 
 PlannedProductReachForecasts 
 ) 
  
 { 
  
 Console 
 . 
 Write 
 ( 
 $"(Product: {productReachForecast.PlannableProductCode}, " 
 ); 
  
 Console 
 . 
 Write 
 ( 
 $"Budget Micros: {productReachForecast.CostMicros}), " 
 ); 
  
 } 
  
 Console 
 . 
 WriteLine 
 ( 
 "]\"" 
 ); 
  
 } 
  
 } 
  
 /// <summary> 
  
 /// Gets a forecast for a budget split 15% and 85% between two products. 
  
 /// </summary> 
  
 /// <param name="reachPlanService">Instance of Reach Plan Service client.</param> 
  
 /// <param name="customerId">The customer ID for the reach forecast.</param> 
  
 /// <param name="locationId">Location ID to plan for. To find a valid location ID, either 
  
 /// see https://developers.google.com/google-ads/api/reference/data/geotargets or call 
  
 /// <see cref="ReachPlanServiceClient.ListPlannableLocations"/>.</param> 
  
 /// <param name="currencyCode">Three-character ISO 4217 currency code.</param> 
  
 /// <param name="budgetMicros">Budget in currency to plan for.</param> 
  
 public 
  
 void 
  
 ForecastMix 
 ( 
 ReachPlanServiceClient 
  
 reachPlanService 
 , 
  
 string 
  
 customerId 
 , 
  
 string 
  
 locationId 
 , 
  
 string 
  
 currencyCode 
 , 
  
 long 
  
 budgetMicros 
 ) 
  
 { 
  
 List<PlannedProduct> 
  
 productMix 
  
 = 
  
 new 
  
 List<PlannedProduct> 
 (); 
  
 // Set up a ratio to split the budget between two products. 
  
 double 
  
 trueviewAllocation 
  
 = 
  
 0.15 
 ; 
  
 double 
  
 bumperAllocation 
  
 = 
  
 1 
  
 - 
  
 trueviewAllocation 
 ; 
  
 // See listPlannableProducts on ReachPlanService to retrieve a list 
  
 // of valid PlannableProductCode's for a given location: 
  
 // https://developers.google.com/google-ads/api/reference/rpc/latest/ReachPlanService 
  
 productMix 
 . 
 Add 
 ( 
 new 
  
 PlannedProduct 
  
 { 
  
 PlannableProductCode 
  
 = 
  
 "TRUEVIEW_IN_STREAM" 
 , 
  
 BudgetMicros 
  
 = 
  
 Convert 
 . 
 ToInt64 
 ( 
 budgetMicros 
  
 * 
  
 trueviewAllocation 
 ) 
  
 }); 
  
 productMix 
 . 
 Add 
 ( 
 new 
  
 PlannedProduct 
  
 { 
  
 PlannableProductCode 
  
 = 
  
 "BUMPER" 
 , 
  
 BudgetMicros 
  
 = 
  
 Convert 
 . 
 ToInt64 
 ( 
 budgetMicros 
  
 * 
  
 bumperAllocation 
 ) 
  
 }); 
  
 GenerateReachForecastRequest 
  
 request 
  
 = 
  
 BuildReachRequest 
 ( 
 customerId 
 , 
  
 productMix 
 , 
  
 locationId 
 , 
  
 currencyCode 
 ); 
  
 GetReachCurve 
 ( 
 reachPlanService 
 , 
  
 request 
 ); 
  
 } 
  
 } 
 } 
  
  

PHP

< ?php 
 /** 
 * Copyright 2020 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\V21\GoogleAdsClient; 
 use Google\Ads\GoogleAds\Lib\V21\GoogleAdsClientBuilder; 
 use Google\Ads\GoogleAds\Lib\V21\GoogleAdsException; 
 use Google\Ads\GoogleAds\V21\Common\DeviceInfo; 
 use Google\Ads\GoogleAds\V21\Common\GenderInfo; 
 use Google\Ads\GoogleAds\V21\Enums\DeviceEnum\Device; 
 use Google\Ads\GoogleAds\V21\Enums\GenderTypeEnum\GenderType; 
 use Google\Ads\GoogleAds\V21\Enums\ReachPlanAgeRangeEnum\ReachPlanAgeRange; 
 use Google\Ads\GoogleAds\V21\Errors\GoogleAdsError; 
 use Google\Ads\GoogleAds\V21\Services\CampaignDuration; 
 use Google\Ads\GoogleAds\V21\Services\GenerateReachForecastRequest; 
 use Google\Ads\GoogleAds\V21\Services\ListPlannableLocationsRequest; 
 use Google\Ads\GoogleAds\V21\Services\ListPlannableProductsRequest; 
 use Google\Ads\GoogleAds\V21\Services\PlannableLocation; 
 use Google\Ads\GoogleAds\V21\Services\PlannedProduct; 
 use Google\Ads\GoogleAds\V21\Services\PlannedProductReachForecast; 
 use Google\Ads\GoogleAds\V21\Services\ProductMetadata; 
 use Google\Ads\GoogleAds\V21\Services\ReachForecast; 
 use Google\Ads\GoogleAds\V21\Services\Targeting; 
 use Google\ApiCore\ApiException; 
 /** 
 * This example demonstrates how to interact with the ReachPlanService to find plannable 
 * locations and product codes, build a media plan, and generate a video ads reach forecast. 
 */ 
 class ForecastReach 
 { 
 private const CUSTOMER_ID = 'INSERT_CUSTOMER_ID_HERE'; 
 private const CURRENCY_CODE = 'USD'; 
 // You can get a valid location ID from 
 // https://developers.google.com/adwords/api/docs/appendix/geotargeting or by calling 
 // ListPlannableLocations on the ReachPlanService. 
 private const LOCATION_ID = '2840'; // US 
 private const BUDGET_MICROS = 5000000; // 5 
 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) 
 ->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 $customerId) 
 { 
 self::showPlannableLocations($googleAdsClient); 
 self::showPlannableProducts($googleAdsClient); 
 self::forecastManualMix($googleAdsClient, $customerId); 
 } 
 /** 
 * Shows map of plannable locations to their IDs. 
 * 
 * @param GoogleAdsClient $googleAdsClient the Google Ads API client 
 */ 
 private static function showPlannableLocations(GoogleAdsClient $googleAdsClient) 
 { 
 $response = $googleAdsClient->getReachPlanServiceClient()->listPlannableLocations( 
 new ListPlannableLocationsRequest() 
 ); 
 printf("Plannable Locations:%sName, Id, ParentCountryId%s", PHP_EOL, PHP_EOL); 
 foreach ($response->getPlannableLocations() as $location) { 
 /** @var PlannableLocation $location */ 
 printf( 
 "'%s', %s, %s%s", 
 $location->getName(), 
 $location->getId(), 
 $location->getParentCountryId(), 
 PHP_EOL 
 ); 
 } 
 } 
 /** 
 * Lists plannable products for a given location. 
 * 
 * @param GoogleAdsClient $googleAdsClient the Google Ads API client 
 */ 
 private static function showPlannableProducts(GoogleAdsClient $googleAdsClient) 
 { 
 $response = $googleAdsClient->getReachPlanServiceClient()->listPlannableProducts( 
 ListPlannableProductsRequest::build(self::LOCATION_ID) 
 ); 
 print 'Plannable Products for Location ID ' . self::LOCATION_ID . ':' . PHP_EOL; 
 foreach ($response->getProductMetadata() as $product) { 
 /** @var ProductMetadata $product */ 
 print $product->getPlannableProductCode() . ':' . PHP_EOL; 
 print 'Age Ranges:' . PHP_EOL; 
 foreach ($product->getPlannableTargeting()->getAgeRanges() as $ageRange) { 
 /** @var ReachPlanAgeRange $ageRange */ 
 printf("\t- %s%s", ReachPlanAgeRange::name($ageRange), PHP_EOL); 
 } 
 print 'Genders:' . PHP_EOL; 
 foreach ($product->getPlannableTargeting()->getGenders() as $gender) { 
 /** @var GenderInfo $gender */ 
 printf("\t- %s%s", GenderType::name($gender->getType()), PHP_EOL); 
 } 
 print 'Devices:' . PHP_EOL; 
 foreach ($product->getPlannableTargeting()->getDevices() as $device) { 
 /** @var DeviceInfo $device */ 
 printf("\t- %s%s", Device::name($device->getType()), PHP_EOL); 
 } 
 } 
 } 
 /** 
 * Retrieves and prints the reach curve for a given product mix. 
 * 
 * @param GoogleAdsClient $googleAdsClient the Google Ads API client 
 * @param int $customerId the customer ID 
 * @param array $productMix the product mix for the reach forecast 
 * @param string $locationId the location ID to plan for. You can get a valid location ID from 
 *     https://developers.google.com/adwords/api/docs/appendix/geotargeting or 
 *     by calling ListPlannableLocations on the ReachPlanService. 
 * @param string $currencyCode three-character ISO 4217 currency code 
 */ 
 private static function getReachCurve( 
 GoogleAdsClient $googleAdsClient, 
 int $customerId, 
 array $productMix, 
 string $locationId, 
 string $currencyCode 
 ) { 
 // Valid durations are between 1 and 90 days. 
 $duration = new CampaignDuration(['duration_in_days' => 28]); 
 $targeting = new Targeting([ 
 'plannable_location_id' => $locationId, 
 'age_range' => ReachPlanAgeRange::AGE_RANGE_18_65_UP, 
 'genders' => [ 
 new GenderInfo(['type' => GenderType::FEMALE]), 
 new GenderInfo(['type' => GenderType::MALE]) 
 ], 
 'devices' => [ 
 new DeviceInfo(['type' => Device::DESKTOP]), 
 new DeviceInfo(['type' => Device::MOBILE]), 
 new DeviceInfo(['type' => Device::TABLET]) 
 ] 
 ]); 
 // See the docs for defaults and valid ranges: 
 // https://developers.google.com/google-ads/api/reference/rpc/latest/GenerateReachForecastRequest 
 $response = $googleAdsClient->getReachPlanServiceClient()->generateReachForecast( 
 GenerateReachForecastRequest::build($customerId, $duration, $productMix) 
 ->setCurrencyCode($currencyCode) 
 ->setTargeting($targeting) 
 ); 
 printf( 
 "Reach curve output:%sCurrency, Cost Micros, On-Target Reach, On-Target Imprs," . 
 " Total Reach, Total Imprs, Products%s", 
 PHP_EOL, 
 PHP_EOL 
 ); 
 foreach ($response->getReachCurve()->getReachForecasts() as $point) { 
 $products = ''; 
 /** @var ReachForecast $point */ 
 foreach ($point->getPlannedProductReachForecasts() as $plannedProductReachForecast) { 
 /** @var PlannedProductReachForecast $plannedProductReachForecast */ 
 $products .= sprintf( 
 '(Product: %s, Budget Micros: %s)', 
 $plannedProductReachForecast->getPlannableProductCode(), 
 $plannedProductReachForecast->getCostMicros() 
 ); 
 } 
 printf( 
 "%s, %d, %d, %d, %d, %d, %s%s", 
 $currencyCode, 
 $point->getCostMicros(), 
 $point->getForecast()->getOnTargetReach(), 
 $point->getForecast()->getOnTargetImpressions(), 
 $point->getForecast()->getTotalReach(), 
 $point->getForecast()->getTotalImpressions(), 
 $products, 
 PHP_EOL 
 ); 
 } 
 } 
 /** 
 * Gets a forecast for product mix created manually. 
 * 
 * @param GoogleAdsClient $googleAdsClient the Google Ads API client 
 * @param int $customerId the customer ID 
 */ 
 private static function forecastManualMix(GoogleAdsClient $googleAdsClient, int $customerId) 
 { 
 // Set up a ratio to split the budget between two products. 
 $trueviewAllocation = floatval(0.15); 
 $bumperAllocation = floatval(1 - $trueviewAllocation); 
 // See listPlannableProducts on ReachPlanService to retrieve a list 
 // of valid PlannableProductCode's for a given location: 
 // https://developers.google.com/google-ads/api/reference/rpc/latest/ReachPlanService 
 $productMix = [ 
 new PlannedProduct([ 
 'plannable_product_code' => 'TRUEVIEW_IN_STREAM', 
 'budget_micros' => self::BUDGET_MICROS * $trueviewAllocation 
 ]), 
 new PlannedProduct([ 
 'plannable_product_code' => 'BUMPER', 
 'budget_micros' => self::BUDGET_MICROS * $bumperAllocation 
 ]) 
 ]; 
 self::getReachCurve( 
 $googleAdsClient, 
 $customerId, 
 $productMix, 
 self::LOCATION_ID, 
 self::CURRENCY_CODE 
 ); 
 } 
 } 
 ForecastReach::main(); 
  
  

Python

 #!/usr/bin/env python 
 # 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 code example generates a video ads reach forecast.""" 
 import 
  
 argparse 
 import 
  
 math 
 import 
  
 sys 
 from 
  
 google.ads.googleads.client 
  
 import 
 GoogleAdsClient 
 from 
  
 google.ads.googleads.errors 
  
 import 
 GoogleAdsException 
 from 
  
 google.ads.googleads.v21.enums.types.reach_plan_age_range 
  
 import 
 ( 
 ReachPlanAgeRangeEnum 
 , 
 ) 
 from 
  
 google.ads.googleads.v21.enums.types.gender_type 
  
 import 
 GenderTypeEnum 
 from 
  
 google.ads.googleads.v21.enums.types.device 
  
 import 
 DeviceEnum 
 from 
  
 google.ads.googleads.v21.common.types.criteria 
  
 import 
 ( 
 GenderInfo 
 , 
 DeviceInfo 
 , 
 ) 
 from 
  
 google.ads.googleads.v21.services.services.reach_plan_service.client 
  
 import 
 ( 
 ReachPlanServiceClient 
 , 
 ) 
 from 
  
 google.ads.googleads.v21.services.types.reach_plan_service 
  
 import 
 ( 
 ListPlannableLocationsResponse 
 , 
 PlannableLocation 
 , 
 ListPlannableProductsResponse 
 , 
 ProductMetadata 
 , 
 GenerateReachForecastRequest 
 , 
 GenerateReachForecastResponse 
 , 
 ReachForecast 
 , 
 PlannedProductReachForecast 
 , 
 PlannedProduct 
 , 
 ) 
 ONE_MILLION 
 = 
 1.0e6 
 def 
  
 main 
 ( 
 client 
 : 
 GoogleAdsClient 
 , 
 customer_id 
 : 
 str 
 ): 
  
 """The main method that creates all necessary entities for the example. 
 Args: 
 client: an initialized GoogleAdsClient instance. 
 customer_id: a client customer ID. 
 """ 
 # You can review a list of valid location IDs by visiting: 
 # https://developers.google.com/google-ads/api/reference/data/geotargets 
 # or by calling the ListPlannableLocations method on ReachPlanService. 
 location_id 
 = 
 "2840" 
 # US 
 currency_code 
 = 
 "USD" 
 budget 
 = 
 500000 
 show_plannable_locations 
 ( 
 client 
 ) 
 show_plannable_products 
 ( 
 client 
 , 
 location_id 
 ) 
 forecast_manual_mix 
 ( 
 client 
 , 
 customer_id 
 , 
 location_id 
 , 
 currency_code 
 , 
 budget 
 ) 
 def 
  
 show_plannable_locations 
 ( 
 client 
 : 
 GoogleAdsClient 
 ): 
  
 """Shows map of plannable locations to their IDs. 
 Args: 
 client: an initialized GoogleAdsClient instance. 
 """ 
 reach_plan_service 
 : 
 ReachPlanServiceClient 
 = 
 client 
 . 
 get_service 
 ( 
 "ReachPlanService" 
 ) 
 response 
 : 
 ListPlannableLocationsResponse 
 = 
 ( 
 reach_plan_service 
 . 
 list_plannable_locations 
 () 
 ) 
 print 
 ( 
 "Plannable Locations" 
 ) 
 print 
 ( 
 "Name, 
 \t 
 Id, 
 \t 
 ParentCountryId" 
 ) 
 location 
 : 
 PlannableLocation 
 for 
 location 
 in 
 response 
 . 
 plannable_locations 
 : 
 print 
 ( 
 f 
 "' 
 { 
 location 
 . 
 name 
 } 
 ', 
 \t 
 { 
 location 
 . 
 id 
 } 
 , 
 \t 
 { 
 location 
 . 
 parent_country_id 
 } 
 " 
 ) 
 def 
  
 show_plannable_products 
 ( 
 client 
 : 
 GoogleAdsClient 
 , 
 location_id 
 : 
 str 
 ): 
  
 """Lists plannable products for a given location. 
 Args: 
 client: an initialized GoogleAdsClient instance. 
 location_id: The location ID to plan for. 
 """ 
 reach_plan_service 
 : 
 ReachPlanServiceClient 
 = 
 client 
 . 
 get_service 
 ( 
 "ReachPlanService" 
 ) 
 response 
 : 
 ListPlannableProductsResponse 
 = 
 ( 
 reach_plan_service 
 . 
 list_plannable_products 
 ( 
 plannable_location_id 
 = 
 location_id 
 ) 
 ) 
 print 
 ( 
 f 
 "Plannable Products for Location ID 
 { 
 location_id 
 } 
 " 
 ) 
 product_metadata 
 : 
 ProductMetadata 
 for 
 product_metadata 
 in 
 response 
 . 
 product_metadata 
 : 
 print 
 ( 
 f 
 " 
 { 
 product_metadata 
 . 
 plannable_product_code 
 } 
 : " 
 f 
 " 
 { 
 product_metadata 
 . 
 plannable_product_name 
 } 
 " 
 ) 
 print 
 ( 
 "Age Ranges:" 
 ) 
 age_range 
 : 
 ReachPlanAgeRangeEnum 
 for 
 age_range 
 in 
 product_metadata 
 . 
 plannable_targeting 
 . 
 age_ranges 
 : 
 print 
 ( 
 f 
 " 
 \t 
 - 
 { 
 age_range 
 . 
 name 
 } 
 " 
 ) 
 print 
 ( 
 "Genders:" 
 ) 
 gender 
 : 
 GenderInfo 
 for 
 gender 
 in 
 product_metadata 
 . 
 plannable_targeting 
 . 
 genders 
 : 
 print 
 ( 
 f 
 " 
 \t 
 - 
 { 
 gender 
 . 
 type_ 
 . 
 name 
 } 
 " 
 ) 
 print 
 ( 
 "Devices:" 
 ) 
 device 
 : 
 DeviceInfo 
 for 
 device 
 in 
 product_metadata 
 . 
 plannable_targeting 
 . 
 devices 
 : 
 print 
 ( 
 f 
 " 
 \t 
 - 
 { 
 device 
 . 
 type_ 
 . 
 name 
 } 
 " 
 ) 
 def 
  
 request_reach_curve 
 ( 
 client 
 : 
 GoogleAdsClient 
 , 
 customer_id 
 : 
 str 
 , 
 product_mix 
 : 
 list 
 [ 
 PlannedProduct 
 ], 
 location_id 
 : 
 str 
 , 
 currency_code 
 : 
 str 
 , 
 ): 
  
 """Creates a sample request for a given product mix. 
 Args: 
 client: an initialized GoogleAdsClient instance. 
 customer_id: The customer ID for the reach forecast. 
 product_mix: The product mix for the reach forecast. 
 location_id: The location ID to plan for. 
 currency_code: Three-character ISO 4217 currency code. 
 """ 
 # See the docs for defaults and valid ranges: 
 # https://developers.google.com/google-ads/api/reference/rpc/latest/GenerateReachForecastRequest 
 request 
 : 
 GenerateReachForecastRequest 
 = 
 client 
 . 
 get_type 
 ( 
 "GenerateReachForecastRequest" 
 ) 
 request 
 . 
 customer_id 
 = 
 customer_id 
 # Valid durations are between 1 and 90 days. 
 request 
 . 
 campaign_duration 
 . 
 duration_in_days 
 = 
 28 
 request 
 . 
 currency_code 
 = 
 currency_code 
 request 
 . 
 cookie_frequency_cap 
 = 
 0 
 request 
 . 
 min_effective_frequency 
 = 
 1 
 request 
 . 
 planned_products 
 = 
 product_mix 
 request 
 . 
 targeting 
 . 
 plannable_location_id 
 = 
 location_id 
 request 
 . 
 targeting 
 . 
 age_range 
 = 
 ( 
 client 
 . 
 enums 
 . 
 ReachPlanAgeRangeEnum 
 . 
 AGE_RANGE_18_65_UP 
 ) 
 # Add gender targeting to the request. 
 gender_type 
 : 
 GenderTypeEnum 
 for 
 gender_type 
 in 
 [ 
 client 
 . 
 enums 
 . 
 GenderTypeEnum 
 . 
 FEMALE 
 , 
 client 
 . 
 enums 
 . 
 GenderTypeEnum 
 . 
 MALE 
 , 
 ]: 
 gender 
 : 
 GenderInfo 
 = 
 client 
 . 
 get_type 
 ( 
 "GenderInfo" 
 ) 
 gender 
 . 
 type_ 
 = 
 gender_type 
 request 
 . 
 targeting 
 . 
 genders 
 . 
 append 
 ( 
 gender 
 ) 
 # Add device targeting to the request. 
 device_type 
 : 
 DeviceEnum 
 for 
 device_type 
 in 
 [ 
 client 
 . 
 enums 
 . 
 DeviceEnum 
 . 
 DESKTOP 
 , 
 client 
 . 
 enums 
 . 
 DeviceEnum 
 . 
 MOBILE 
 , 
 client 
 . 
 enums 
 . 
 DeviceEnum 
 . 
 TABLET 
 , 
 ]: 
 device 
 : 
 DeviceInfo 
 = 
 client 
 . 
 get_type 
 ( 
 "DeviceInfo" 
 ) 
 device 
 . 
 type_ 
 = 
 device_type 
 request 
 . 
 targeting 
 . 
 devices 
 . 
 append 
 ( 
 device 
 ) 
 reach_plan_service 
 : 
 ReachPlanServiceClient 
 = 
 client 
 . 
 get_service 
 ( 
 "ReachPlanService" 
 ) 
 response 
 : 
 GenerateReachForecastResponse 
 = 
 ( 
 reach_plan_service 
 . 
 generate_reach_forecast 
 ( 
 request 
 = 
 request 
 ) 
 ) 
 print 
 ( 
 "Currency, Cost, On-Target Reach, On-Target Imprs, Total Reach," 
 " Total Imprs, Products" 
 ) 
 point 
 : 
 ReachForecast 
 for 
 point 
 in 
 response 
 . 
 reach_curve 
 . 
 reach_forecasts 
 : 
 product_splits 
 = 
 [] 
 p 
 : 
 PlannedProductReachForecast 
 for 
 p 
 in 
 point 
 . 
 planned_product_reach_forecasts 
 : 
 product_splits 
 . 
 append 
 ( 
 { 
 p 
 . 
 plannable_product_code 
 : 
 p 
 . 
 cost_micros 
 / 
 ONE_MILLION 
 } 
 ) 
 print 
 ( 
 [ 
 currency_code 
 , 
 point 
 . 
 cost_micros 
 / 
 ONE_MILLION 
 , 
 point 
 . 
 forecast 
 . 
 on_target_reach 
 , 
 point 
 . 
 forecast 
 . 
 on_target_impressions 
 , 
 point 
 . 
 forecast 
 . 
 total_reach 
 , 
 point 
 . 
 forecast 
 . 
 total_impressions 
 , 
 product_splits 
 , 
 ] 
 ) 
 def 
  
 forecast_manual_mix 
 ( 
 client 
 : 
 GoogleAdsClient 
 , 
 customer_id 
 : 
 str 
 , 
 location_id 
 : 
 str 
 , 
 currency_code 
 : 
 str 
 , 
 budget 
 : 
 int 
 , 
 ): 
  
 """Pulls a forecast for product mix created manually. 
 Args: 
 client: an initialized GoogleAdsClient instance. 
 customer_id: The customer ID for the reach forecast. 
 location_id: The location ID to plan for. 
 currency_code: Three-character ISO 4217 currency code. 
 budget: Budget to allocate to the plan. 
 """ 
 product_mix 
 : 
 list 
 [ 
 PlannedProduct 
 ] 
 = 
 [] 
 trueview_allocation 
 = 
 0.15 
 bumper_allocation 
 = 
 1 
 - 
 trueview_allocation 
 product_splits 
 = 
 [ 
 ( 
 "TRUEVIEW_IN_STREAM" 
 , 
 trueview_allocation 
 ), 
 ( 
 "BUMPER" 
 , 
 bumper_allocation 
 ), 
 ] 
 product 
 : 
 str 
 split 
 : 
 float 
 for 
 product 
 , 
 split 
 in 
 product_splits 
 : 
 planned_product 
 : 
 PlannedProduct 
 = 
 client 
 . 
 get_type 
 ( 
 "PlannedProduct" 
 ) 
 planned_product 
 . 
 plannable_product_code 
 = 
 product 
 planned_product 
 . 
 budget_micros 
 = 
 math 
 . 
 trunc 
 ( 
 budget 
 * 
 ONE_MILLION 
 * 
 split 
 ) 
 product_mix 
 . 
 append 
 ( 
 planned_product 
 ) 
 request_reach_curve 
 ( 
 client 
 , 
 customer_id 
 , 
 product_mix 
 , 
 location_id 
 , 
 currency_code 
 ) 
 if 
 __name__ 
 == 
 "__main__" 
 : 
 parser 
 = 
 argparse 
 . 
 ArgumentParser 
 ( 
 description 
 = 
 "Generates video ads reach forecast." 
 ) 
 # 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 
 = 
 "v21" 
 ) 
 try 
 : 
 main 
 ( 
 googleads_client 
 , 
 args 
 . 
 customer_id 
 ) 
 except 
 GoogleAdsException 
 as 
 ex 
 : 
 print 
 ( 
 'Request with ID " 
 {} 
 " failed with status " 
 %s 
 " and includes the ' 
 "following errors:" 
 . 
 format 
 ( 
 ex 
 . 
 request_id 
 , 
 ex 
 . 
 error 
 . 
 code 
 () 
 . 
 name 
 ) 
 ) 
 for 
 error 
 in 
 ex 
 . 
 failure 
 . 
 errors 
 : 
 print 
 ( 
 ' 
 \t 
 Error with message " 
 {} 
 ".' 
 . 
 format 
 ( 
 error 
 . 
 message 
 )) 
 if 
 error 
 . 
 location 
 : 
 for 
 field_path_element 
 in 
 error 
 . 
 location 
 . 
 field_path_elements 
 : 
 print 
 ( 
 " 
 \t\t 
 On field: 
 {} 
 " 
 . 
 format 
 ( 
 field_path_element 
 . 
 field_name 
 ) 
 ) 
 sys 
 . 
 exit 
 ( 
 1 
 ) 
  

Ruby

 #!/usr/bin/env ruby 
 # Encoding: utf-8 
 # 
 # Copyright 2020 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 demonstrates how to interact with the ReachPlanService to find 
 # plannable locations and product codes, build a media plan, and generate a 
 # video ads reach forecast. 
 require 
  
 'optparse' 
 require 
  
 'google/ads/google_ads' 
 def 
  
 forecast_reach 
 ( 
 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 
  
 reach_plan_service 
  
 = 
  
 client 
 . 
 service 
 . 
 reach_plan 
  
 show_plannable_locations 
 ( 
 reach_plan_service 
 ) 
  
 show_plannable_products 
 ( 
 reach_plan_service 
 ) 
  
 forecast_manual_mix 
 ( 
 client 
 , 
  
 reach_plan_service 
 , 
  
 customer_id 
 ) 
 end 
 # Shows map of plannable locations to their IDs. 
 def 
  
 show_plannable_locations 
 ( 
 reach_plan_service 
 ) 
  
 response 
  
 = 
  
 reach_plan_service 
 . 
 list_plannable_locations 
 () 
  
 puts 
  
 "Plannable Locations:" 
  
 puts 
  
 "Name, Id, ParentCountryId" 
  
 response 
 . 
 plannable_locations 
 . 
 each 
  
 do 
  
 | 
 location 
 | 
  
 puts 
  
 "' 
 #{ 
 location 
 . 
 name 
 } 
 ', 
 #{ 
 location 
 . 
 id 
 } 
 , 
 #{ 
 location 
 . 
 parent_country_id 
 } 
 " 
  
 end 
 end 
 # Lists plannable products for a given location. 
 def 
  
 show_plannable_products 
 ( 
 reach_plan_service 
 ) 
  
 response 
  
 = 
  
 reach_plan_service 
 . 
 list_plannable_products 
 ( 
  
 plannable_location_id 
 : 
  
 LOCATION_ID 
 , 
  
 ) 
  
 puts 
  
 "Plannable Products for Location ID 
 #{ 
 LOCATION_ID 
 } 
 :" 
  
 response 
 . 
 product_metadata 
 . 
 each 
  
 do 
  
 | 
 product 
 | 
  
 puts 
  
 " 
 #{ 
 product 
 . 
 plannable_product_code 
 } 
 :" 
  
 puts 
  
 "Age Ranges:" 
  
 product 
 . 
 plannable_targeting 
 . 
 age_ranges 
 . 
 each 
  
 do 
  
 | 
 age_range 
 | 
  
 puts 
  
 " 
 \t 
 - 
 #{ 
 age_range 
 } 
 " 
  
 end 
  
 puts 
  
 "Genders:" 
  
 product 
 . 
 plannable_targeting 
 . 
 genders 
 . 
 each 
  
 do 
  
 | 
 gender 
 | 
  
 puts 
  
 " 
 \t 
 - 
 #{ 
 gender 
 . 
 type 
 } 
 " 
  
 end 
  
 puts 
  
 "Devices:" 
  
 product 
 . 
 plannable_targeting 
 . 
 devices 
 . 
 each 
  
 do 
  
 | 
 device 
 | 
  
 puts 
  
 " 
 \t 
 - 
 #{ 
 device 
 . 
 type 
 } 
 " 
  
 end 
  
 end 
 end 
 # Retrieves and prints the reach curve for a given product mix. 
 def 
  
 get_reach_curve 
 ( 
  
 client 
 , 
  
 reach_plan_service 
 , 
  
 customer_id 
 , 
  
 product_mix 
 , 
  
 location_id 
 , 
  
 currency_code 
 ) 
  
 duration 
  
 = 
  
 client 
 . 
 resource 
 . 
 campaign_duration 
  
 do 
  
 | 
 d 
 | 
  
 # Valid durations are between 1 and 90 days. 
  
 d 
 . 
 duration_in_days 
  
 = 
  
 28 
  
 end 
  
 targeting 
  
 = 
  
 client 
 . 
 resource 
 . 
 targeting 
  
 do 
  
 | 
 t 
 | 
  
 t 
 . 
 plannable_location_id 
  
 = 
  
 location_id 
  
 t 
 . 
 age_range 
  
 = 
  
 :AGE_RANGE_18_65_UP 
  
 t 
 . 
 genders 
 << 
 client 
 . 
 resource 
 . 
 gender_info 
  
 do 
  
 | 
 gender 
 | 
  
 gender 
 . 
 type 
  
 = 
  
 :FEMALE 
  
 end 
  
 t 
 . 
 genders 
 << 
 client 
 . 
 resource 
 . 
 gender_info 
  
 do 
  
 | 
 gender 
 | 
  
 gender 
 . 
 type 
  
 = 
  
 :MALE 
  
 end 
  
 t 
 . 
 devices 
 << 
 client 
 . 
 resource 
 . 
 device_info 
  
 do 
  
 | 
 device 
 | 
  
 device 
 . 
 type 
  
 = 
  
 :DESKTOP 
  
 end 
  
 t 
 . 
 devices 
 << 
 client 
 . 
 resource 
 . 
 device_info 
  
 do 
  
 | 
 device 
 | 
  
 device 
 . 
 type 
  
 = 
  
 :MOBILE 
  
 end 
  
 t 
 . 
 devices 
 << 
 client 
 . 
 resource 
 . 
 device_info 
  
 do 
  
 | 
 device 
 | 
  
 device 
 . 
 type 
  
 = 
  
 :TABLET 
  
 end 
  
 end 
  
 # See the docs for defaults and valid ranges: 
  
 # https://developers.google.com/google-ads/api/reference/rpc/latest/GenerateReachForecastRequest 
  
 response 
  
 = 
  
 reach_plan_service 
 . 
 generate_reach_forecast 
 ( 
  
 customer_id 
 : 
  
 customer_id 
 , 
  
 campaign_duration 
 : 
  
 duration 
 , 
  
 planned_products 
 : 
  
 product_mix 
 , 
  
 currency_code 
 : 
  
 currency_code 
 , 
  
 targeting 
 : 
  
 targeting 
 , 
  
 ) 
  
 puts 
  
 "Reach curve output:" 
  
 puts 
  
 "Currency, Cost Micros, On-Target Reach, On-Target Imprs, " 
  
 \ 
  
 "Total Reach, Total Imprs, Products" 
  
 response 
 . 
 reach_curve 
 . 
 reach_forecasts 
 . 
 each 
  
 do 
  
 | 
 point 
 | 
  
 products 
  
 = 
  
 "" 
  
 point 
 . 
 planned_product_reach_forecasts 
 . 
 each 
  
 do 
  
 | 
 product 
 | 
  
 products 
  
 += 
  
 "(Product: 
 #{ 
 product 
 . 
 plannable_product_code 
 } 
 , " 
 \ 
  
 "Cost Micros: 
 #{ 
 product 
 . 
 cost_micros 
 } 
 )" 
  
 end 
  
 puts 
  
 " 
 #{ 
 currency_code 
 } 
 , 
 #{ 
 point 
 . 
 cost_micros 
 } 
 , " 
  
 \ 
  
 " 
 #{ 
 point 
 . 
 forecast 
 . 
 on_target_reach 
 } 
 , " 
  
 \ 
  
 " 
 #{ 
 point 
 . 
 forecast 
 . 
 on_target_impressions 
 } 
 , " 
  
 \ 
  
 " 
 #{ 
 point 
 . 
 forecast 
 . 
 total_reach 
 } 
 , " 
  
 \ 
  
 " 
 #{ 
 point 
 . 
 forecast 
 . 
 total_impressions 
 } 
 , " 
  
 \ 
  
 " 
 #{ 
 products 
 } 
 " 
  
 end 
 end 
 # Gets a forecast for product mix created manually. 
 def 
  
 forecast_manual_mix 
 ( 
 client 
 , 
  
 reach_plan_service 
 , 
  
 customer_id 
 ) 
  
 # Set up a ratio to split the budget between two products. 
  
 trueview_allocation 
  
 = 
  
 0 
 . 
 15 
  
 bumper_allocation 
  
 = 
  
 1 
  
 - 
  
 trueview_allocation 
  
 # See listPlannableProducts on ReachPlanService to retrieve a list 
  
 # of valid PlannableProductCode's for a given location: 
  
 # https://developers.google.com/google-ads/api/reference/rpc/latest/ReachPlanService 
  
 product_mix 
  
 = 
  
 [] 
  
 product_mix 
 << 
 client 
 . 
 resource 
 . 
 planned_product 
  
 do 
  
 | 
 p 
 | 
  
 p 
 . 
 plannable_product_code 
  
 = 
  
 'TRUEVIEW_IN_STREAM' 
  
 p 
 . 
 budget_micros 
  
 = 
  
 BUDGET_MICROS 
  
 * 
  
 trueview_allocation 
  
 end 
  
 product_mix 
 << 
 client 
 . 
 resource 
 . 
 planned_product 
  
 do 
  
 | 
 p 
 | 
  
 p 
 . 
 plannable_product_code 
  
 = 
  
 'BUMPER' 
  
 p 
 . 
 budget_micros 
  
 = 
  
 BUDGET_MICROS 
  
 * 
  
 bumper_allocation 
  
 end 
  
 get_reach_curve 
 ( 
  
 client 
 , 
  
 reach_plan_service 
 , 
  
 customer_id 
 , 
  
 product_mix 
 , 
  
 LOCATION_ID 
 , 
  
 CURRENCY_CODE 
 , 
  
 ) 
 end 
 if 
  
 __FILE__ 
  
 == 
  
 $0 
  
 CUSTOMER_ID 
  
 = 
  
 'INSERT_CUSTOMER_ID_HERE' 
 ; 
  
 CURRENCY_CODE 
  
 = 
  
 'USD' 
 ; 
  
 # You can get a valid location ID from 
  
 # https://developers.google.com/adwords/api/docs/appendix/geotargeting 
  
 # or by calling list_plannable_locations on the reach_plan service. 
  
 LOCATION_ID 
  
 = 
  
 '2840' 
 ; 
  
 # US 
  
 BUDGET_MICROS 
  
 = 
  
 5_000_000 
 ; 
  
 # 5 
  
 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 
  
 forecast_reach 
 ( 
 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 
 ( 
 " 
 \t 
 On 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 
 ( 
 " 
 \t 
 Type: %s 
 \n\t 
 Code: %s 
 \n 
 " 
 , 
  
 k 
 , 
  
 v 
 ) 
  
 end 
  
 end 
  
 raise 
  
 end 
 end 
  
  

Perl

 #!/usr/bin/perl -w 
 # 
 # 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 
 # 
 #     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 demonstrates how to interact with the ReachPlanService to find 
 # plannable locations and product codes, build a media plan, and generate a video 
 # ads reach forecast. 
 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::V21::Common::GenderInfo 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Common::DeviceInfo 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Enums::ReachPlanAdLengthEnum 
  
 qw(FIFTEEN_OR_TWENTY_SECONDS) 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Enums::GenderTypeEnum 
  
 qw(MALE FEMALE) 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Enums::DeviceEnum 
  
 qw(DESKTOP MOBILE TABLET) 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Enums::ReachPlanAgeRangeEnum 
  
 qw(AGE_RANGE_18_65_UP) 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService::PlannedProduct 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService::CampaignDuration 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService::Targeting 
 ; 
 use 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService::GenerateReachForecastRequest 
 ; 
 use 
  
 Getopt::Long 
  
 qw(:config auto_help) 
 ; 
 use 
  
 Pod::Usage 
 ; 
 use 
  
 Cwd 
  
 qw(abs_path) 
 ; 
 # 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. 
 my 
  
 $customer_id 
  
 = 
  
 "INSERT_CUSTOMER_ID_HERE" 
 ; 
 sub 
  
 forecast_reach 
  
 { 
  
 my 
  
 ( 
 $api_client 
 , 
  
 $customer_id 
 ) 
  
 = 
  
 @_ 
 ; 
  
 # Location ID to plan for. You can get a valid location ID from 
  
 # https://developers.google.com/google-ads/api/reference/data/geotargets or by 
  
 # calling list_plannable_locations on the ReachPlanService. 
  
 # Location ID 2840 is for USA. 
  
 my 
  
 $location_id 
  
 = 
  
 "2840" 
 ; 
  
 my 
  
 $currency_code 
  
 = 
  
 "USD" 
 ; 
  
 my 
  
 $budget_micros 
  
 = 
  
 500_000_000_000 
 ; 
  
 my 
  
 $reach_plan_service 
  
 = 
  
 $api_client 
 - 
> ReachPlanService 
 (); 
  
 show_plannable_locations 
 ( 
 $reach_plan_service 
 ); 
  
 show_plannable_products 
 ( 
 $reach_plan_service 
 , 
  
 $location_id 
 ); 
  
 forecast_mix 
 ( 
  
 $reach_plan_service 
 , 
  
 $customer_id 
 , 
  
 $location_id 
 , 
  
 $currency_code 
 , 
  
 $budget_micros 
  
 ); 
  
 return 
  
 1 
 ; 
 } 
 # Maps friendly names of plannable locations to location IDs usable with 
 # ReachPlanService. 
 sub 
  
 show_plannable_locations 
  
 { 
  
 my 
  
 ( 
 $reach_plan_service 
 ) 
  
 = 
  
 @_ 
 ; 
  
 my 
  
 $response 
  
 = 
  
 $reach_plan_service 
 - 
> list_plannable_locations 
 (); 
  
 print 
  
 "Plannable Locations:\n" 
 ; 
  
 print 
  
 "Name,\tId,\tParentCountryId\n" 
 ; 
  
 foreach 
  
 my 
  
 $location 
  
 ( 
 @ 
 { 
 $response 
 - 
> { 
 plannableLocations 
 }}) 
  
 { 
  
 printf 
  
 "'%s',\t%s,\t%d\n" 
 , 
  
 $location 
 - 
> { 
 name 
 }, 
  
 $location 
 - 
> { 
 id 
 }, 
  
 $location 
 - 
> { 
 parentCountryId 
 } 
  
 ? 
  
 $location 
 - 
> { 
 parentCountryId 
 } 
  
 : 
  
 0 
 ; 
  
 } 
 } 
 # Lists plannable products for a given location. 
 sub 
  
 show_plannable_products 
  
 { 
  
 my 
  
 ( 
 $reach_plan_service 
 , 
  
 $location_id 
 ) 
  
 = 
  
 @_ 
 ; 
  
 my 
  
 $response 
  
 = 
  
 $reach_plan_service 
 - 
> list_plannable_products 
 ({ 
  
 plannableLocationId 
  
 = 
>  
 $location_id 
  
 }); 
  
 printf 
  
 "Plannable Products for location %d:\n" 
 , 
  
 $location_id 
 ; 
  
 foreach 
  
 my 
  
 $product 
  
 ( 
 @ 
 { 
 $response 
 - 
> { 
 productMetadata 
 }}) 
  
 { 
  
 printf 
  
 "%s : '%s'\n" 
 , 
  
 $product 
 - 
> { 
 plannableProductCode 
 }, 
  
 $product 
 - 
> { 
 plannableProductName 
 }; 
  
 print 
  
 "Age Ranges:\n" 
 ; 
  
 foreach 
  
 my 
  
 $age_range 
  
 ( 
 @ 
 { 
 $product 
 - 
> { 
 plannableTargeting 
 }{ 
 ageRanges 
 }}) 
  
 { 
  
 printf 
  
 "\t- %s\n" 
 , 
  
 $age_range 
 ; 
  
 } 
  
 print 
  
 "Genders:\n" 
 ; 
  
 foreach 
  
 my 
  
 $gender 
  
 ( 
 @ 
 { 
 $product 
 - 
> { 
 plannableTargeting 
 }{ 
 genders 
 }}) 
  
 { 
  
 printf 
  
 "\t- %s\n" 
 , 
  
 $gender 
 - 
> { 
 type 
 }; 
  
 } 
  
 print 
  
 "Devices:\n" 
 ; 
  
 foreach 
  
 my 
  
 $device 
  
 ( 
 @ 
 { 
 $product 
 - 
> { 
 plannableTargeting 
 }{ 
 devices 
 }}) 
  
 { 
  
 printf 
  
 "\t- %s\n" 
 , 
  
 $device 
 - 
> { 
 type 
 }; 
  
 } 
  
 } 
 } 
 # Pulls a forecast for a budget split 15% and 85% between two products. 
 sub 
  
 forecast_mix 
  
 { 
  
 my 
  
 ( 
  
 $reach_plan_service 
 , 
  
 $customer_id 
 , 
  
 $location_id 
 , 
  
 $currency_code 
 , 
  
 $budget_micros 
  
 ) 
  
 = 
  
 @_ 
 ; 
  
 my 
  
 $product_mix 
  
 = 
  
 [] 
 ; 
  
 # Set up a ratio to split the budget between two products. 
  
 my 
  
 $trueview_allocation 
  
 = 
  
 0.15 
 ; 
  
 my 
  
 $bumper_allocation 
  
 = 
  
 1 
  
 - 
  
 $trueview_allocation 
 ; 
  
 # See list_plannable_products on ReachPlanService to retrieve a list of valid 
  
 # plannable product codes for a given location: 
  
 # https://developers.google.com/google-ads/api/reference/rpc/latest/ReachPlanService 
  
 push 
  
 @$product_mix 
 , 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService:: 
 PlannedProduct 
 - 
>  
 new 
 ({ 
  
 plannableProductCode 
  
 = 
>  
 "TRUEVIEW_IN_STREAM" 
 , 
  
 budgetMicros 
  
 = 
>  
 int 
 ( 
 $budget_micros 
  
 * 
  
 $trueview_allocation 
 )}); 
  
 push 
  
 @$product_mix 
 , 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService:: 
 PlannedProduct 
 - 
>  
 new 
 ({ 
  
 plannableProductCode 
  
 = 
>  
 "BUMPER" 
 , 
  
 budgetMicros 
  
 = 
>  
 int 
 ( 
 $budget_micros 
  
 * 
  
 $bumper_allocation 
 )}); 
  
 my 
  
 $reach_request 
  
 = 
  
 build_reach_request 
 ( 
 $customer_id 
 , 
  
 $product_mix 
 , 
  
 $location_id 
 , 
  
 $currency_code 
 ); 
  
 pull_reach_curve 
 ( 
 $reach_plan_service 
 , 
  
 $reach_request 
 ); 
 } 
 # Create a base request to generate a reach forecast. 
 sub 
  
 build_reach_request 
  
 { 
  
 my 
  
 ( 
 $customer_id 
 , 
  
 $product_mix 
 , 
  
 $location_id 
 , 
  
 $currency_code 
 ) 
  
 = 
  
 @_ 
 ; 
  
 # Valid durations are between 1 and 90 days. 
  
 my 
  
 $duration 
  
 = 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService:: 
 CampaignDuration 
 - 
>  
 new 
 ({ 
  
 durationInDays 
  
 = 
>  
 28 
  
 }); 
  
 my 
  
 $genders 
  
 = 
  
 [ 
  
 Google::Ads::GoogleAds::V21::Common:: 
 GenderInfo 
 - 
> new 
 ({ 
  
 type 
  
 = 
>  
 FEMALE 
  
 } 
  
 ), 
  
 Google::Ads::GoogleAds::V21::Common:: 
 GenderInfo 
 - 
> new 
 ({ 
  
 type 
  
 = 
>  
 MALE 
  
 })]; 
  
 my 
  
 $devices 
  
 = 
  
 [ 
  
 Google::Ads::GoogleAds::V21::Common:: 
 DeviceInfo 
 - 
> new 
 ({ 
  
 type 
  
 = 
>  
 DESKTOP 
  
 } 
  
 ), 
  
 Google::Ads::GoogleAds::V21::Common:: 
 DeviceInfo 
 - 
> new 
 ({ 
  
 type 
  
 = 
>  
 MOBILE 
  
 } 
  
 ), 
  
 Google::Ads::GoogleAds::V21::Common:: 
 DeviceInfo 
 - 
> new 
 ({ 
  
 type 
  
 = 
>  
 TABLET 
  
 })]; 
  
 my 
  
 $targeting 
  
 = 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService:: 
 Targeting 
 - 
> new 
 ({ 
  
 plannableLocationId 
  
 = 
>  
 $location_id 
 , 
  
 ageRange 
  
 = 
>  
 AGE_RANGE_18_65_UP 
 , 
  
 genders 
  
 = 
>  
 $genders 
 , 
  
 devices 
  
 = 
>  
 $devices 
  
 }); 
  
 # See the docs for defaults and valid ranges: 
  
 # https://developers.google.com/google-ads/api/reference/rpc/latest/GenerateReachForecastRequest 
  
 return 
  
 Google::Ads::GoogleAds::V21::Services::ReachPlanService:: 
 GenerateReachForecastRequest 
  
 - 
> new 
 ({ 
  
 customerId 
  
 = 
>  
 $customer_id 
 , 
  
 currencyCode 
  
 = 
>  
 $currency_code 
 , 
  
 campaignDuration 
  
 = 
>  
 $duration 
 , 
  
 cookieFrequencyCap 
  
 = 
>  
 0 
 , 
  
 minEffectiveFrequency 
  
 = 
>  
 1 
 , 
  
 targeting 
  
 = 
>  
 $targeting 
 , 
  
 plannedProducts 
  
 = 
>  
 $product_mix 
  
 }); 
 } 
 # Pulls and prints the reach curve for the given request. 
 sub 
  
 pull_reach_curve 
  
 { 
  
 my 
  
 ( 
 $reach_plan_service 
 , 
  
 $reach_request 
 ) 
  
 = 
  
 @_ 
 ; 
  
 my 
  
 $response 
  
 = 
  
 $reach_plan_service 
 - 
> generate_reach_forecast 
 ( 
 $reach_request 
 ); 
  
 print 
  
 "Reach curve output:\n" 
 ; 
  
 print 
  
 "Currency,\tCost Micros,\tOn-Target Reach,\tOn-Target Imprs,\t" 
  
 . 
  
 "Total Reach,\tTotal Imprs,\tProducts\n" 
 ; 
  
 foreach 
  
 my 
  
 $point 
  
 ( 
 @ 
 { 
 $response 
 - 
> { 
 reachCurve 
 }{ 
 reachForecasts 
 }}) 
  
 { 
  
 printf 
  
 "%s,\t%d,\t%d,\t%d,\t%d,\t%d,\t'[" 
 , 
  
 $reach_request 
 - 
> { 
 currencyCode 
 }, 
  
 $point 
 - 
> { 
 costMicros 
 }, 
  
 $point 
 - 
> { 
 forecast 
 }{ 
 onTargetReach 
 }, 
  
 $point 
 - 
> { 
 forecast 
 }{ 
 onTargetImpressions 
 }, 
  
 $point 
 - 
> { 
 forecast 
 }{ 
 totalReach 
 }, 
  
 $point 
 - 
> { 
 forecast 
 }{ 
 totalImpressions 
 }; 
  
 foreach 
  
 my 
  
 $productReachForecast 
  
 ( 
 @ 
 { 
 $point 
 - 
> { 
 plannedProductReachForecasts 
 }}) 
  
 { 
  
 printf 
  
 "(Product: %s, Budget Micros: %d), " 
 , 
  
 $productReachForecast 
 - 
> { 
 plannableProductCode 
 }, 
  
 $productReachForecast 
 - 
> { 
 costMicros 
 }; 
  
 } 
  
 print 
  
 "]'\n" 
 ; 
  
 } 
 } 
 # 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 
 ); 
 # 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. 
 forecast_reach 
 ( 
 $api_client 
 , 
  
 $customer_id 
  
 =~ 
  
 s/-//g 
 r 
 ); 
 =pod 
 =head1 NAME 
 forecast_reach 
 =head1 DESCRIPTION 
 This example demonstrates how to interact with the ReachPlanService to find plannable 
 locations and product codes, build a media plan, and generate a video ads reach forecast. 
 =head1 SYNOPSIS 
 forecast_reach.pl [options] 
 -help                       Show the help message. 
 -customer_id                The Google Ads customer ID. 
 =cut 
  
  
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