Hello,
Below is a stripped-down example of the script that is failing. Maybe you
can tell me what's wrong here.
You need to supply your customer ID and the name of the developer key YAML
file on the command line. It uses a file "keywords.txt" and reads 200
keywords at a time from it. I attached a copy.
import sys
import uuid
import time
import logging
from google.ads.googleads.client import GoogleAdsClient
logging.basicConfig(filename='std.log', filemode='a', level=logging.INFO,
format='[%(asctime)s - %(levelname)s] %(message).5000s')
logging.getLogger('google.ads.googleads.client').setLevel(logging.INFO)
logger = logging.getLogger()
logger.addHandler(logging.StreamHandler(sys.stdout))
logger.setLevel(logging.INFO)
LOCATION_IDS = [
"21132", "21133", "21135", "21136", "21137",
"21138", "21139", "21140", "21141", "21142",
"21143", "21144", "21145", "21146", "21147",
"21148", "21149", "21150", "21151", "21152",
"21153", "21154", "21155", "21156", "21157",
"21158", "21159", "21160", "21161", "21162",
"21163", "21164", "21165", "21166", "21167",
"21168", "21169", "21170", "21171", "21172",
"21173", "21174", "21175", "21176", "21177",
"21178", "21179", "21180", "21182", "21183",
"21184"
]
LOCATION_NAMES = [
'Alaska', 'Alabama', 'Arkansas', 'Arizona', 'California',
"Colorado", "connecticut", "District of Colombia", "Delaware",
"Florida",
"Georgia", "Hawaii", "Iowa", "Idaho", "Illinois",
"Indiana", "Kansas", "Kentucky", "Louisiana", "Massachusetts",
"Maryland", "Maine", "Michigan", "Minnesota", "Missouri",
"Mississippi", "Montana", "North Carolina", "North Dakota", "Nebraska",
"New Hampshire", "New Jersey", "New Mexico", "Nevada", "New York",
"Ohio", "Oklahoma", "Oregon", "Pennsylvania", "Rhode Island",
"South Carolina", "South Dakota", "Tennessee", "Texas", "Utah",
"Virginia", "Vermont", "Washington", "Wisconsin", "West Virginia",
"Wyoming"
]
_DEFAULT_LANGUAGE_ID = "1000" #English
# Adds a keyword plan to the given customer account.
def create_keyword_plan(client, customer_id):
keyword_plan_service = client.get_service("KeywordPlanService")
operation = client.get_type("KeywordPlanOperation")
keyword_plan = operation.create
keyword_plan.name = f'Keyword plan for traffic estimate {uuid.uuid4()}'
forecast_interval =
(client.enums.KeywordPlanForecastIntervalEnum.NEXT_QUARTER)
keyword_plan.forecast_period.date_interval = forecast_interval
response =
keyword_plan_service.mutate_keyword_plans(customer_id=customer_id,
operations=[operation])
resource_name = response.results[0].resource_name
logger.info(f'Created keyword plan with resource name {resource_name}')
return resource_name
# Adds a keyword plan campaign to the given keyword plan.
def _create_keyword_plan_campaign(client, customer_id, keyword_plan,
location_code):
keyword_plan_campaign_service =
client.get_service("KeywordPlanCampaignService")
operation = client.get_type("KeywordPlanCampaignOperation")
keyword_plan_campaign = operation.create
keyword_plan_campaign.name = f"Keyword plan campaign {uuid.uuid4()}"
keyword_plan_campaign.cpc_bid_micros = 1000000
keyword_plan_campaign.keyword_plan = keyword_plan
network = client.enums.KeywordPlanNetworkEnum.GOOGLE_SEARCH
keyword_plan_campaign.keyword_plan_network = network
geo_target = client.get_type("KeywordPlanGeoTarget")
# Constant for U.S. Other geo target constants can be referenced here:
# https://developers.google.com/google-ads/api/reference/data/geotargets
geo_target.geo_target_constant = f'geoTargetConstants/{location_code}'
keyword_plan_campaign.geo_targets.append(geo_target)
keyword_plan_campaign.language_constants.append("languageConstants/1000") #
(English)
response =
keyword_plan_campaign_service.mutate_keyword_plan_campaigns(customer_id=customer_id,
operations=[operation])
resource_name = response.results[0].resource_name
logger.info(f"Created keyword plan campaign with resource name:
{resource_name}")
return resource_name
# Adds a keyword plan ad group to the given keyword plan campaign.
def _create_keyword_plan_ad_group(client, customer_id,
keyword_plan_campaign):
operation = client.get_type("KeywordPlanAdGroupOperation")
keyword_plan_ad_group = operation.create
keyword_plan_ad_group.name = f"Keyword plan ad group {uuid.uuid4()}"
keyword_plan_ad_group.cpc_bid_micros = 2500000
keyword_plan_ad_group.keyword_plan_campaign = keyword_plan_campaign
keyword_plan_ad_group_service =
client.get_service("KeywordPlanAdGroupService")
response =
keyword_plan_ad_group_service.mutate_keyword_plan_ad_groups(customer_id=customer_id,
operations=[operation])
resource_name = response.results[0].resource_name
logger.info(f"Created keyword plan ad group with resource name:
{resource_name}")
return resource_name
# Adds keyword plan ad group keywords to the given keyword plan ad group.
def _create_keyword_plan_ad_group_keywords(client, customer_id,
plan_ad_group, keywords):
keyword_plan_ad_group_keyword_service =
client.get_service("KeywordPlanAdGroupKeywordService")
operations = []
for keyword in keywords:
operation = client.get_type("KeywordPlanAdGroupKeywordOperation")
keyword_plan_ad_group_keyword1 = operation.create
keyword_plan_ad_group_keyword1.text = keyword
# logger.debug(f"Adding keyword plan ad group keyword: {keyword}")
keyword_plan_ad_group_keyword1.cpc_bid_micros = 1000000
# Can do BROAD, PHRASE, or EXACT.
keyword_plan_ad_group_keyword1.match_type =
(client.enums.KeywordMatchTypeEnum.BROAD)
keyword_plan_ad_group_keyword1.keyword_plan_ad_group = plan_ad_group
operations.append(operation)
response =
keyword_plan_ad_group_keyword_service.mutate_keyword_plan_ad_group_keywords(customer_id=customer_id,
operations=operations)
logger.info(f'Created keyword plan ad group keywords
({len(response.results)} keywords)')
# for result in response.results:
# log(f"Created keyword plan ad group keyword with resource name:
{result.resource_name}")
def keyword_API_historical_metrics(customer_id, client, keyword_plan,
keywords, location_id):
time.sleep(3)
keyword_plan_campaign = _create_keyword_plan_campaign(client,
customer_id, keyword_plan, location_id)
time.sleep(3)
keyword_plan_ad_group = _create_keyword_plan_ad_group(client,
customer_id, keyword_plan_campaign)
time.sleep(3)
_create_keyword_plan_ad_group_keywords(client, customer_id,
keyword_plan_ad_group, keywords)
time.sleep(3)
keyword_plan_service = client.get_service("KeywordPlanService")
response =
keyword_plan_service.generate_historical_metrics(keyword_plan=keyword_plan)
return response.metrics
# Splits a list up into chunks:
def chunks(lst, n):
"""Yield successive n-sized chunks from lst."""
for i in range(0, len(lst), n):
yield lst[i:i + n]
def main(customer_id, yaml_file):
googleads_client = GoogleAdsClient.load_from_storage(yaml_file)
LEGAL_CHARS = ' .?'
keyword_file = open('keywords.txt', 'r')
all_keywords = keyword_file.readlines()
keyword_file.close()
# Read 200 keywords at a time from keywords.txt and query fifty-one
locations
batches = chunks(all_keywords, 200)
for keyword_batch in batches:
logger.info(f'Processing batch of {len(keyword_batch)} keywords.')
keywords = []
for raw_keyword in keyword_batch:
keyword = ''.join(ch for ch in raw_keyword.strip() if
ch.isalnum() or ch in LEGAL_CHARS)
if len(keyword) < 5 or len(keyword.split(' ')) >= 10 or
len(keyword) >= 80:
continue
keywords.append(keyword)
volumes = {}
for i in range(0, len(LOCATION_IDS)):
logger.info(f'Location name: {LOCATION_NAMES[i]}')
keyword_plan = create_keyword_plan(googleads_client,
customer_id)
response_metrics = keyword_API_historical_metrics(customer_id,
googleads_client, keyword_plan, keywords, LOCATION_IDS[i])
logger.info(f'API calls succeeded for {LOCATION_NAMES[i]}.')
for j, metrics in enumerate(response_metrics):
keyword = metrics.search_query.strip()
volume = volumes.get(keyword, 0)
for k, one_month_data in
enumerate(metrics.keyword_metrics.monthly_search_volumes):
volume += one_month_data.monthly_searches
volumes[keyword] = volume
for keyword in keywords:
logger.info(f'Keyword {keyword} has volume
{volumes.get(keyword, 0)}.')
if __name__ == '__main__':
if len(sys.argv) >= 2:
main(sys.argv[1], sys.argv[2])
else:
print("Usage: python resource_exhaustion.py <customer id> <yaml
file>")
This script runs for a few minutes and then fails with RESOURCE_EXHAUSTED.
You can see after each API call there are some time.sleep(3) calls in the
script to sleep for 3 seconds. These are placeholders; I've actually tried
much longer waits, but still run into trouble.
This is the last console output after it crashes:
Location name: Nebraska
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanService/MutateKeywordPlans,
RequestId: ngjrpMrKovQm9zg_i64TXw, IsFault: False, FaultMessage: None
Created keyword plan with resource name
customers/1724430548/keywordPlans/387676783
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanCampaignService/MutateKeywordPlanCampaigns,
RequestId: tLYY7P76EfUoyJS7FGaNeg, IsFault: False, FaultMessage: None
Created keyword plan campaign with resource name:
customers/1724430548/keywordPlanCampaigns/386582002
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanAdGroupService/MutateKeywordPlanAdGroups,
RequestId: lbOZoj4RSM4u8MhxsVHJTw, IsFault: False, FaultMessage: None
Created keyword plan ad group with resource name:
customers/1724430548/keywordPlanAdGroups/394018479
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanAdGroupKeywordService/MutateKeywordPlanAdGroupKeywords,
RequestId: 8lRZCXQlVu22nQCYlCkRXQ, IsFault: False, FaultMessage: None
Created keyword plan ad group keywords (192 keywords)
Request made: ClientCustomerId: None, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanService/GenerateHistoricalMetrics,
RequestId: HBbWGWAwpn411oslWu01Yw, IsFault: False, FaultMessage: None
API calls succeeded for Nebraska.
Location name: New Hampshire
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanService/MutateKeywordPlans,
RequestId: j3_xIiHjDHnXqO_2ZEDlZQ, IsFault: False, FaultMessage: None
Created keyword plan with resource name
customers/1724430548/keywordPlans/387147861
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanCampaignService/MutateKeywordPlanCampaigns,
RequestId: 4jUwOSgmEIWZWSNOGROGqQ, IsFault: False, FaultMessage: None
Created keyword plan campaign with resource name:
customers/1724430548/keywordPlanCampaigns/386581549
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanAdGroupService/MutateKeywordPlanAdGroups,
RequestId: moj8lU0nsoeSCIgotZyAQA, IsFault: False, FaultMessage: None
Created keyword plan ad group with resource name:
customers/1724430548/keywordPlanAdGroups/393179384
Request
-------
Method:
/google.ads.googleads.v10.services.KeywordPlanAdGroupKeywordService/MutateKeywordPlanAdGroupKeywords
Host: googleads.googleapis.com
Headers: {
"developer-token": "REDACTED",
"login-customer-id": "1982545928",
"x-goog-api-client": "gl-python/3.7.12 grpc/1.39.0 gax/2.4.0 gccl/15.0.0",
"x-goog-request-params": "customer_id=1724430548"
}
Request: customer_id: "1724430548"
operations {
create {
match_type: BROAD
keyword_plan_ad_group:
"customers/1724430548/keywordPlanAdGroups/393179384"
text: "federal government"
cpc_bid_micros: 1000000
}
}
operations {
create {
match_type: BROAD
keyword_plan_ad_group:
"customers/1724430548/keywordPlanAdGroups/393179384"
text: "crime spree"
cpc_bid_micros: 1000000
}
}
*[... skipping 190 of these "operations" blocks...]*
Response
-------
Headers: {
"google.ads.googleads.v10.errors.googleadsfailure-bin":
"\nc\n\u0002X\u0002\u0012*Too many requests. Retry in 85211
seconds.*1\"/\b\u0003\u0012%Number of operations for basic
access\u001a\u0004\bۙ\u0005\u0012\u00169QhBEl4dWScYussNVr9FFQ",
"grpc-status-details-bin": "\b\b\u0012/Resource has been exhausted (e.g.
check
quota).\u001a\u0001\nDtype.googleapis.com/google.ads.googleads.v10.errors.GoogleAdsFailure\u0012}\nc\n\u0002X\u0002\u0012*Too
many requests. Retry in 85211 seconds.*1\"/\b\u0003\u0012%Number of
operations for basic
access\u001a\u0004\bۙ\u0005\u0012\u00169QhBEl4dWScYussNVr9FFQ",
"request-id": "9QhBEl4dWScYussNVr9FFQ"
}
Fault: {
"created": "@1648749292.879844812",
"description": "Error received from peer
ipv6:[2607:f8b0:4005:80e::200a]:443",
"file": "src/core/lib/surface/call.cc",
"file_line": 1069,
"grpc_message": "Resource has been exhausted (e.g. check quota).",
"grpc_status": 8
}
Request made: ClientCustomerId: 1724430548, Host: googleads.googleapis.com,
Method:
/google.ads.googleads.v10.services.KeywordPlanAdGroupKeywordService/MutateKeywordPlanAdGroupKeywords,
RequestId: 9QhBEl4dWScYussNVr9FFQ, IsFault: True, FaultMessage: Resource
has been exhausted (e.g. check quota).
Traceback (most recent call last):
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/google/api_core/grpc_helpers.py",
line 66, in error_remapped_callable
return callable_(*args, **kwargs)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 221, in __call__
compression=compression)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 257, in _with_call
return call.result(), call
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_channel.py",
line 343, in result
raise self
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 247, in continuation
compression=new_compression)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 271, in with_call
compression=compression)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 257, in _with_call
return call.result(), call
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_channel.py",
line 343, in result
raise self
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 247, in continuation
compression=new_compression)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 271, in with_call
compression=compression)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 256, in _with_call
request)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/google/ads/googleads/interceptors/exception_interceptor.py",
line 99, in intercept_unary_unary
self._handle_grpc_failure(response)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/google/ads/googleads/interceptors/exception_interceptor.py",
line 71, in _handle_grpc_failure
raise self._get_error_from_response(response)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_interceptor.py",
line 247, in continuation
compression=new_compression)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_channel.py",
line 957, in with_call
return _end_unary_response_blocking(state, call, True, None)
File
"/home/jason/repo/heimdall/.venv/lib/python3.7/site-packages/grpc/_channel.py",
line 849, in _end_unary_response_blocking
raise _InactiveRpcError(state)
grpc._channel._InactiveRpcError: <_InactiveRpcError of RPC that terminated
with:
status = StatusCode.RESOURCE_EXHAUSTED
details = "Resource has been exhausted (e.g. check quota)."
debug_error_string =
"{"created":"@1648749292.879844812","description":"Error received from peer
ipv6:[2607:f8b0:4005:80e::200a]:443","file":"src/core/lib/surface/call.cc","file_line":1069,"grpc_message":"Resource
has been exhausted (e.g. check quota).","grpc_status":8}"
>
I think I may be needlessly wasting resources somehow with the way the
queries in this script are arranged, but I can't figure out how.
I see that the error mentions "Number of operations for basic access". But
this is after only 300 requests.
Thanks,
-Jason
On Friday, March 11, 2022 at 4:34:52 AM UTC-7 adsapi wrote:
> Hi Json,
>
> Thanks for reaching out to the Google Ads API Forum.
>
> Could you provide us with the complete *request*
> <https://developers.google.com/google-ads/api/docs/concepts/field-service?hl=en#request>
>
> and *response*
> <https://developers.google.com/google-ads/api/docs/concepts/field-service?hl=en#response>
>
> logs with the *request-id*
> <https://developers.google.com/google-ads/api/docs/concepts/call-structure?hl=en#request-id>
>
> generated where we can see the RESOURCE_EXHAUSTED errors, so our team can
> check better?
>
> If you’re using a client library, logging can be enabled by navigating to
> the Client libraries > Your client library (ex. Java) > Logging
> documentation, which you can access from this *link*
> <https://developers.google.com/google-ads/api/docs/client-libs>.
>
> You may then send the requested information via the *Reply privately to
> author* option. If this option is not available, you may send the details
> directly to our [email protected] alias instead by adding
> reference of this thread.
>
> Regards,
> [image: Google Logo]
> Yasar
> Google Ads API Team
>
>
> ref:_00D1U1174p._5004Q2XnYGn:ref
>
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import sys
import uuid
import time
import logging
from google.ads.googleads.client import GoogleAdsClient
logging.basicConfig(filename='std.log', filemode='a', level=logging.INFO,
format='[%(asctime)s - %(levelname)s] %(message).5000s')
logging.getLogger('google.ads.googleads.client').setLevel(logging.INFO)
logger = logging.getLogger()
logger.addHandler(logging.StreamHandler(sys.stdout))
logger.setLevel(logging.INFO)
LOCATION_IDS = [
"21132", "21133", "21135", "21136", "21137",
"21138", "21139", "21140", "21141", "21142",
"21143", "21144", "21145", "21146", "21147",
"21148", "21149", "21150", "21151", "21152",
"21153", "21154", "21155", "21156", "21157",
"21158", "21159", "21160", "21161", "21162",
"21163", "21164", "21165", "21166", "21167",
"21168", "21169", "21170", "21171", "21172",
"21173", "21174", "21175", "21176", "21177",
"21178", "21179", "21180", "21182", "21183",
"21184"
]
LOCATION_NAMES = [
'Alaska', 'Alabama', 'Arkansas', 'Arizona', 'California',
"Colorado", "connecticut", "District of Colombia", "Delaware", "Florida",
"Georgia", "Hawaii", "Iowa", "Idaho", "Illinois",
"Indiana", "Kansas", "Kentucky", "Louisiana", "Massachusetts",
"Maryland", "Maine", "Michigan", "Minnesota", "Missouri",
"Mississippi", "Montana", "North Carolina", "North Dakota", "Nebraska",
"New Hampshire", "New Jersey", "New Mexico", "Nevada", "New York",
"Ohio", "Oklahoma", "Oregon", "Pennsylvania", "Rhode Island",
"South Carolina", "South Dakota", "Tennessee", "Texas", "Utah",
"Virginia", "Vermont", "Washington", "Wisconsin", "West Virginia",
"Wyoming"
]
_DEFAULT_LANGUAGE_ID = "1000" #English
# Adds a keyword plan to the given customer account.
def create_keyword_plan(client, customer_id):
keyword_plan_service = client.get_service("KeywordPlanService")
operation = client.get_type("KeywordPlanOperation")
keyword_plan = operation.create
keyword_plan.name = f'Keyword plan for traffic estimate {uuid.uuid4()}'
forecast_interval = (client.enums.KeywordPlanForecastIntervalEnum.NEXT_QUARTER)
keyword_plan.forecast_period.date_interval = forecast_interval
response = keyword_plan_service.mutate_keyword_plans(customer_id=customer_id, operations=[operation])
resource_name = response.results[0].resource_name
logger.info(f'Created keyword plan with resource name {resource_name}')
return resource_name
# Adds a keyword plan campaign to the given keyword plan.
def _create_keyword_plan_campaign(client, customer_id, keyword_plan, location_code):
keyword_plan_campaign_service = client.get_service("KeywordPlanCampaignService")
operation = client.get_type("KeywordPlanCampaignOperation")
keyword_plan_campaign = operation.create
keyword_plan_campaign.name = f"Keyword plan campaign {uuid.uuid4()}"
keyword_plan_campaign.cpc_bid_micros = 1000000
keyword_plan_campaign.keyword_plan = keyword_plan
network = client.enums.KeywordPlanNetworkEnum.GOOGLE_SEARCH
keyword_plan_campaign.keyword_plan_network = network
geo_target = client.get_type("KeywordPlanGeoTarget")
# Constant for U.S. Other geo target constants can be referenced here:
# https://developers.google.com/google-ads/api/reference/data/geotargets
geo_target.geo_target_constant = f'geoTargetConstants/{location_code}'
keyword_plan_campaign.geo_targets.append(geo_target)
keyword_plan_campaign.language_constants.append("languageConstants/1000") # (English)
response = keyword_plan_campaign_service.mutate_keyword_plan_campaigns(customer_id=customer_id, operations=[operation])
resource_name = response.results[0].resource_name
logger.info(f"Created keyword plan campaign with resource name: {resource_name}")
return resource_name
# Adds a keyword plan ad group to the given keyword plan campaign.
def _create_keyword_plan_ad_group(client, customer_id, keyword_plan_campaign):
operation = client.get_type("KeywordPlanAdGroupOperation")
keyword_plan_ad_group = operation.create
keyword_plan_ad_group.name = f"Keyword plan ad group {uuid.uuid4()}"
keyword_plan_ad_group.cpc_bid_micros = 2500000
keyword_plan_ad_group.keyword_plan_campaign = keyword_plan_campaign
keyword_plan_ad_group_service = client.get_service("KeywordPlanAdGroupService")
response = keyword_plan_ad_group_service.mutate_keyword_plan_ad_groups(customer_id=customer_id, operations=[operation])
resource_name = response.results[0].resource_name
logger.info(f"Created keyword plan ad group with resource name: {resource_name}")
return resource_name
# Adds keyword plan ad group keywords to the given keyword plan ad group.
def _create_keyword_plan_ad_group_keywords(client, customer_id, plan_ad_group, keywords):
keyword_plan_ad_group_keyword_service = client.get_service("KeywordPlanAdGroupKeywordService")
operations = []
for keyword in keywords:
operation = client.get_type("KeywordPlanAdGroupKeywordOperation")
keyword_plan_ad_group_keyword1 = operation.create
keyword_plan_ad_group_keyword1.text = keyword
# logger.debug(f"Adding keyword plan ad group keyword: {keyword}")
keyword_plan_ad_group_keyword1.cpc_bid_micros = 1000000
# Can do BROAD, PHRASE, or EXACT.
keyword_plan_ad_group_keyword1.match_type = (client.enums.KeywordMatchTypeEnum.BROAD)
keyword_plan_ad_group_keyword1.keyword_plan_ad_group = plan_ad_group
operations.append(operation)
response = keyword_plan_ad_group_keyword_service.mutate_keyword_plan_ad_group_keywords(customer_id=customer_id, operations=operations)
logger.info(f'Created keyword plan ad group keywords ({len(response.results)} keywords)')
# for result in response.results:
# log(f"Created keyword plan ad group keyword with resource name: {result.resource_name}")
def keyword_API_historical_metrics(customer_id, client, keyword_plan, keywords, location_id):
time.sleep(3)
keyword_plan_campaign = _create_keyword_plan_campaign(client, customer_id, keyword_plan, location_id)
time.sleep(3)
keyword_plan_ad_group = _create_keyword_plan_ad_group(client, customer_id, keyword_plan_campaign)
time.sleep(3)
_create_keyword_plan_ad_group_keywords(client, customer_id, keyword_plan_ad_group, keywords)
time.sleep(3)
keyword_plan_service = client.get_service("KeywordPlanService")
response = keyword_plan_service.generate_historical_metrics(keyword_plan=keyword_plan)
return response.metrics
# Splits a list up into chunks:
def chunks(lst, n):
"""Yield successive n-sized chunks from lst."""
for i in range(0, len(lst), n):
yield lst[i:i + n]
def main(customer_id, yaml_file):
googleads_client = GoogleAdsClient.load_from_storage(yaml_file)
LEGAL_CHARS = ' .?'
keyword_file = open('keywords.txt', 'r')
all_keywords = keyword_file.readlines()
keyword_file.close()
# Read 200 keywords at a time from keywords.txt and query fifty-one locations
batches = chunks(all_keywords, 200)
for keyword_batch in batches:
logger.info(f'Processing batch of {len(keyword_batch)} keywords.')
keywords = []
for raw_keyword in keyword_batch:
keyword = ''.join(ch for ch in raw_keyword.strip() if ch.isalnum() or ch in LEGAL_CHARS)
if len(keyword) < 5 or len(keyword.split(' ')) >= 10 or len(keyword) >= 80:
continue
keywords.append(keyword)
volumes = {}
for i in range(0, len(LOCATION_IDS)):
logger.info(f'Location name: {LOCATION_NAMES[i]}')
keyword_plan = create_keyword_plan(googleads_client, customer_id)
response_metrics = keyword_API_historical_metrics(customer_id, googleads_client, keyword_plan, keywords, LOCATION_IDS[i])
logger.info(f'API calls succeeded for {LOCATION_NAMES[i]}.')
for j, metrics in enumerate(response_metrics):
keyword = metrics.search_query.strip()
volume = volumes.get(keyword, 0)
for k, one_month_data in enumerate(metrics.keyword_metrics.monthly_search_volumes):
volume += one_month_data.monthly_searches
volumes[keyword] = volume
for keyword in keywords:
logger.info(f'Keyword {keyword} has volume {volumes.get(keyword, 0)}.')
if __name__ == '__main__':
if len(sys.argv) >= 2:
main(sys.argv[1], sys.argv[2])
else:
print("Usage: python resource_exhaustion.py <customer id> <yaml file>")
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