moto/tests/test_glue/test_glue.py
2023-04-25 16:02:57 +00:00

792 lines
22 KiB
Python

"""Unit tests for glue-supported APIs."""
from random import randint
from uuid import uuid4
import boto3
import pytest
import sure # noqa # pylint: disable=unused-import
from botocore.exceptions import ParamValidationError
from botocore.client import ClientError
from moto import mock_glue
@mock_glue
def test_create_job():
client = create_glue_client()
job_name = str(uuid4())
response = client.create_job(
Name=job_name, Role="test_role", Command=dict(Name="test_command")
)
assert response["Name"] == job_name
@mock_glue
def test_delete_job():
client = create_glue_client()
job_name = create_test_job(client)
client.get_job(JobName=job_name)
client.delete_job(JobName=job_name)
with pytest.raises(ClientError) as exc:
client.get_job(JobName=job_name)
assert exc.value.response["Error"]["Code"] == "EntityNotFoundException"
@mock_glue
def test_create_job_default_argument_not_provided():
client = create_glue_client()
with pytest.raises(ParamValidationError) as exc:
client.create_job(Role="test_role", Command=dict(Name="test_command"))
exc.value.kwargs["report"].should.equal(
'Missing required parameter in input: "Name"'
)
@mock_glue
def test_list_jobs():
client = create_glue_client()
expected_jobs = randint(1, 15)
create_test_jobs(client, expected_jobs)
response = client.list_jobs()
response["JobNames"].should.have.length_of(expected_jobs)
response.shouldnt.have.key("NextToken")
@mock_glue
def test_get_job_not_exists():
client = create_glue_client()
name = "my_job_name"
with pytest.raises(ClientError) as exc:
client.get_job(JobName=name)
exc.value.response["Error"]["Code"].should.equal("EntityNotFoundException")
exc.value.response["Error"]["Message"].should.match("Job my_job_name not found")
@mock_glue
def test_get_job_exists():
client = create_glue_client()
job_attributes = {
"Description": "test_description",
"LogUri": "test_log/",
"Role": "test_role",
"ExecutionProperty": {"MaxConcurrentRuns": 123},
"Command": {
"Name": "test_command",
"ScriptLocation": "test_s3_path",
"PythonVersion": "3.6",
},
"DefaultArguments": {"string": "string"},
"NonOverridableArguments": {"string": "string"},
"Connections": {
"Connections": [
"string",
]
},
"MaxRetries": 123,
"AllocatedCapacity": 123,
"Timeout": 123,
"MaxCapacity": 123.0,
"WorkerType": "G.2X",
"NumberOfWorkers": 123,
"SecurityConfiguration": "test_config",
"NotificationProperty": {"NotifyDelayAfter": 123},
"GlueVersion": "string",
"CodeGenConfigurationNodes": {},
"ExecutionClass": "string",
"SourceControlDetails": {},
}
job_name = create_test_job_w_all_attributes(client, **job_attributes)
job = client.get_job(JobName=job_name)["Job"]
assert job["Name"] == job_name
assert "Description" in job
assert "LogUri" in job
assert "Role" in job
assert job["ExecutionProperty"] == {"MaxConcurrentRuns": 123}
assert "CreatedOn" in job
assert "LastModifiedOn" in job
assert "ExecutionProperty" in job
assert "Command" in job
assert "DefaultArguments" in job
assert "NonOverridableArguments" in job
assert "Connections" in job
assert "MaxRetries" in job
assert "AllocatedCapacity" in job
assert "Timeout" in job
assert "MaxCapacity" in job
assert "WorkerType" in job
assert "NumberOfWorkers" in job
assert "SecurityConfiguration" in job
assert "NotificationProperty" in job
assert "GlueVersion" in job
assert "CodeGenConfigurationNodes" in job
assert "ExecutionClass" in job
assert "SourceControlDetails" in job
@mock_glue
def test_get_jobs_job_name_exists():
client = create_glue_client()
test_job_name = create_test_job(client)
response = client.get_jobs()
response["Jobs"].should.have.length_of(1)
response["Jobs"][0].should.have.key("Name").equals(test_job_name)
@mock_glue
def test_get_jobs_with_max_results():
client = create_glue_client()
create_test_jobs(client, 4)
response = client.get_jobs(MaxResults=2)
response["Jobs"].should.have.length_of(2)
response.should.have.key("NextToken")
@mock_glue
def test_get_jobs_from_next_token():
client = create_glue_client()
create_test_jobs(client, 10)
first_response = client.get_jobs(MaxResults=3)
response = client.get_jobs(NextToken=first_response["NextToken"])
response["Jobs"].should.have.length_of(7)
@mock_glue
def test_get_jobs_with_max_results_greater_than_actual_results():
client = create_glue_client()
create_test_jobs(client, 4)
response = client.get_jobs(MaxResults=10)
response["Jobs"].should.have.length_of(4)
@mock_glue
def test_get_jobs_next_token_logic_does_not_create_infinite_loop():
client = create_glue_client()
create_test_jobs(client, 4)
first_response = client.get_jobs(MaxResults=1)
next_token = first_response["NextToken"]
while next_token:
response = client.get_jobs(NextToken=next_token)
next_token = response.get("NextToken")
assert not next_token
@mock_glue
def test_list_jobs_with_max_results():
client = create_glue_client()
create_test_jobs(client, 4)
response = client.list_jobs(MaxResults=2)
response["JobNames"].should.have.length_of(2)
response.should.have.key("NextToken")
@mock_glue
def test_list_jobs_from_next_token():
client = create_glue_client()
create_test_jobs(client, 10)
first_response = client.list_jobs(MaxResults=3)
response = client.list_jobs(NextToken=first_response["NextToken"])
response["JobNames"].should.have.length_of(7)
@mock_glue
def test_list_jobs_with_max_results_greater_than_actual_results():
client = create_glue_client()
create_test_jobs(client, 4)
response = client.list_jobs(MaxResults=10)
response["JobNames"].should.have.length_of(4)
@mock_glue
def test_list_jobs_with_tags():
client = create_glue_client()
create_test_job(client)
create_test_job(client, {"string": "string"})
response = client.list_jobs(Tags={"string": "string"})
response["JobNames"].should.have.length_of(1)
@mock_glue
def test_list_jobs_after_tagging():
client = create_glue_client()
job_name = create_test_job(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:job/{job_name}"
client.tag_resource(ResourceArn=resource_arn, TagsToAdd={"key1": "value1"})
response = client.list_jobs(Tags={"key1": "value1"})
response["JobNames"].should.have.length_of(1)
@mock_glue
def test_list_jobs_after_removing_tag():
client = create_glue_client()
job_name = create_test_job(client, {"key1": "value1"})
resource_arn = f"arn:aws:glue:us-east-1:123456789012:job/{job_name}"
client.untag_resource(ResourceArn=resource_arn, TagsToRemove=["key1"])
response = client.list_jobs(Tags={"key1": "value1"})
response["JobNames"].should.have.length_of(0)
@mock_glue
def test_list_jobs_next_token_logic_does_not_create_infinite_loop():
client = create_glue_client()
create_test_jobs(client, 4)
first_response = client.list_jobs(MaxResults=1)
next_token = first_response["NextToken"]
while next_token:
response = client.list_jobs(NextToken=next_token)
next_token = response.get("NextToken")
assert not next_token
@mock_glue
def test_batch_get_jobs():
client = create_glue_client()
job_name = create_test_job(client)
response = client.batch_get_jobs(JobNames=[job_name, "job-not-found"])
assert len(response["Jobs"]) == 1
assert len(response["JobsNotFound"]) == 1
def create_glue_client():
return boto3.client("glue", region_name="us-east-1")
def create_test_job(client, tags=None):
job_name = str(uuid4())
client.create_job(
Name=job_name,
Role="test_role",
Command=dict(Name="test_command"),
Tags=tags or {},
)
return job_name
def create_test_job_w_all_attributes(client, **job_attributes):
job_name = str(uuid4())
client.create_job(Name=job_name, **job_attributes)
return job_name
def create_test_jobs(client, number_of_jobs):
for _ in range(number_of_jobs):
create_test_job(client)
def create_test_crawler(client, tags=None):
crawler_name = str(uuid4())
client.create_crawler(
Name=crawler_name,
Role="test_role",
Targets={"S3Targets": [{"Path": "s3://tests3target"}]},
Tags=tags or {},
)
return crawler_name
def create_test_crawlers(client, number_of_crawlers):
for _ in range(number_of_crawlers):
create_test_crawler(client)
@mock_glue
def test_list_crawlers_with_max_results():
client = create_glue_client()
create_test_crawlers(client, 4)
response = client.list_crawlers(MaxResults=2)
response["CrawlerNames"].should.have.length_of(2)
response.should.have.key("NextToken")
@mock_glue
def test_list_crawlers_from_next_token():
client = create_glue_client()
create_test_crawlers(client, 10)
first_response = client.list_crawlers(MaxResults=3)
response = client.list_crawlers(NextToken=first_response["NextToken"])
response["CrawlerNames"].should.have.length_of(7)
@mock_glue
def test_list_crawlers_with_max_results_greater_than_actual_results():
client = create_glue_client()
create_test_crawlers(client, 4)
response = client.list_crawlers(MaxResults=10)
response["CrawlerNames"].should.have.length_of(4)
@mock_glue
def test_list_crawlers_with_tags():
client = create_glue_client()
create_test_crawler(client)
create_test_crawler(client, {"string": "string"})
response = client.list_crawlers(Tags={"string": "string"})
response["CrawlerNames"].should.have.length_of(1)
@mock_glue
def test_list_crawlers_after_tagging():
client = create_glue_client()
crawler_name = create_test_crawler(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:crawler/{crawler_name}"
client.tag_resource(ResourceArn=resource_arn, TagsToAdd={"key1": "value1"})
response = client.list_crawlers(Tags={"key1": "value1"})
response["CrawlerNames"].should.have.length_of(1)
@mock_glue
def test_list_crawlers_after_removing_tag():
client = create_glue_client()
crawler_name = create_test_crawler(client, {"key1": "value1"})
resource_arn = f"arn:aws:glue:us-east-1:123456789012:crawler/{crawler_name}"
client.untag_resource(ResourceArn=resource_arn, TagsToRemove=["key1"])
response = client.list_crawlers(Tags={"key1": "value1"})
response["CrawlerNames"].should.have.length_of(0)
@mock_glue
def test_list_crawlers_next_token_logic_does_not_create_infinite_loop():
client = create_glue_client()
create_test_crawlers(client, 4)
first_response = client.list_crawlers(MaxResults=1)
next_token = first_response["NextToken"]
while next_token:
response = client.list_crawlers(NextToken=next_token)
next_token = response.get("NextToken")
assert not next_token
@mock_glue
def test_get_tags_job():
client = create_glue_client()
job_name = create_test_job(client, {"key1": "value1", "key2": "value2"})
resource_arn = f"arn:aws:glue:us-east-1:123456789012:job/{job_name}"
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({"key1": "value1", "key2": "value2"})
@mock_glue
def test_get_tags_jobs_no_tags():
client = create_glue_client()
job_name = create_test_job(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:job/{job_name}"
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({})
@mock_glue
def test_tag_glue_job():
client = create_glue_client()
job_name = create_test_job(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:job/{job_name}"
client.tag_resource(
ResourceArn=resource_arn, TagsToAdd={"key1": "value1", "key2": "value2"}
)
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({"key1": "value1", "key2": "value2"})
@mock_glue
def test_untag_glue_job():
client = create_glue_client()
job_name = create_test_job(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:job/{job_name}"
client.tag_resource(
ResourceArn=resource_arn,
TagsToAdd={"key1": "value1", "key2": "value2", "key3": "value3"},
)
client.untag_resource(ResourceArn=resource_arn, TagsToRemove=["key2"])
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({"key1": "value1", "key3": "value3"})
@mock_glue
def test_get_tags_crawler():
client = create_glue_client()
crawler_name = create_test_crawler(client, {"key1": "value1", "key2": "value2"})
resource_arn = f"arn:aws:glue:us-east-1:123456789012:crawler/{crawler_name}"
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({"key1": "value1", "key2": "value2"})
@mock_glue
def test_get_tags_crawler_no_tags():
client = create_glue_client()
crawler_name = create_test_crawler(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:crawler/{crawler_name}"
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({})
@mock_glue
def test_tag_glue_crawler():
client = create_glue_client()
crawler_name = create_test_crawler(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:crawler/{crawler_name}"
client.tag_resource(
ResourceArn=resource_arn, TagsToAdd={"key1": "value1", "key2": "value2"}
)
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({"key1": "value1", "key2": "value2"})
@mock_glue
def test_untag_glue_crawler():
client = create_glue_client()
crawler_name = create_test_crawler(client)
resource_arn = f"arn:aws:glue:us-east-1:123456789012:crawler/{crawler_name}"
client.tag_resource(
ResourceArn=resource_arn,
TagsToAdd={"key1": "value1", "key2": "value2", "key3": "value3"},
)
client.untag_resource(ResourceArn=resource_arn, TagsToRemove=["key2"])
resp = client.get_tags(ResourceArn=resource_arn)
resp.should.have.key("Tags").equals({"key1": "value1", "key3": "value3"})
@mock_glue
def test_batch_get_crawlers():
client = create_glue_client()
crawler_name = create_test_crawler(client)
response = client.batch_get_crawlers(
CrawlerNames=[crawler_name, "crawler-not-found"]
)
response["Crawlers"].should.have.length_of(1)
response["CrawlersNotFound"].should.have.length_of(1)
@mock_glue
def test_create_trigger():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
response = client.create_trigger(
Name=trigger_name,
Type="ON_DEMAND",
Actions=[
{
"JobName": job_name,
}
],
)
assert response["Name"] == trigger_name
@mock_glue
def test_get_trigger_on_demand():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "ON_DEMAND",
"Actions": [
{
"JobName": job_name,
}
],
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["Name"] == trigger_name
assert trigger["Type"] == "ON_DEMAND"
assert trigger["State"] == "CREATED"
assert trigger["Actions"] == [{"JobName": job_name}]
@mock_glue
def test_get_trigger_scheduled():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "SCHEDULED",
"Schedule": "cron(5 3 * * ? *)",
"Actions": [
{
"JobName": job_name,
}
],
"StartOnCreation": True,
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["Name"] == trigger_name
assert trigger["Type"] == "SCHEDULED"
assert trigger["State"] == "ACTIVATED"
assert trigger["Actions"] == [{"JobName": job_name}]
@mock_glue
def test_get_trigger_conditional():
client = create_glue_client()
crawler_name = create_test_crawler(client)
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "CONDITIONAL",
"Actions": [
{
"JobName": job_name,
}
],
"StartOnCreation": True,
"Predicate": {
"Logical": "ANY",
"Conditions": [
{
"LogicalOperator": "EQUALS",
"CrawlerName": crawler_name,
"CrawlState": "SUCCEEDED",
}
],
},
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["Name"] == trigger_name
assert trigger["Type"] == "CONDITIONAL"
assert trigger["State"] == "ACTIVATED"
assert trigger["Actions"] == [{"JobName": job_name}]
assert "Predicate" in trigger
def create_test_trigger(client, tags=None):
job_name = create_test_job(client)
trigger_name = str(uuid4())
client.create_trigger(
Name=trigger_name,
Type="ON_DEMAND",
Actions=[
{
"JobName": job_name,
}
],
Tags=tags or {},
)
return trigger_name
@mock_glue
def test_get_triggers_trigger_name_exists():
client = create_glue_client()
trigger_name = create_test_trigger(client)
response = client.get_triggers()
assert len(response["Triggers"]) == 1
assert response["Triggers"][0]["Name"] == trigger_name
@mock_glue
def test_get_triggers_dependent_job_name():
client = create_glue_client()
create_test_trigger(client)
job_name = create_test_job(client)
trigger_name = str(uuid4())
response = client.create_trigger(
Name=trigger_name,
Type="ON_DEMAND",
Actions=[
{
"JobName": job_name,
}
],
)
response = client.get_triggers(DependentJobName=job_name)
assert len(response["Triggers"]) == 1
assert response["Triggers"][0]["Name"] == trigger_name
@mock_glue
def test_start_trigger():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "SCHEDULED",
"Schedule": "cron(5 3 * * ? *)",
"Actions": [
{
"JobName": job_name,
}
],
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["State"] == "CREATED"
client.start_trigger(Name=trigger_name)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["State"] == "ACTIVATED"
@mock_glue
def test_stop_trigger():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "SCHEDULED",
"Schedule": "cron(5 3 * * ? *)",
"Actions": [
{
"JobName": job_name,
}
],
"StartOnCreation": True,
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["State"] == "ACTIVATED"
client.stop_trigger(Name=trigger_name)
trigger = client.get_trigger(Name=trigger_name)["Trigger"]
assert trigger["State"] == "DEACTIVATED"
@mock_glue
def test_list_triggers():
client = create_glue_client()
trigger_name = create_test_trigger(client)
response = client.list_triggers()
assert response["TriggerNames"] == [trigger_name]
assert "NextToken" not in response
@mock_glue
def test_list_triggers_dependent_job_name():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "ON_DEMAND",
"Actions": [
{
"JobName": job_name,
}
],
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
create_test_trigger(client)
response = client.list_triggers()
assert len(response["TriggerNames"]) == 2
response = client.list_triggers(DependentJobName=job_name)
assert len(response["TriggerNames"]) == 1
assert response["TriggerNames"] == [trigger_name]
@mock_glue
def test_list_triggers_tags():
client = create_glue_client()
job_name = create_test_job(client)
trigger_name = str(uuid4())
trigger_attributes = {
"Type": "ON_DEMAND",
"Actions": [
{
"JobName": job_name,
}
],
"Tags": {
"CreatedBy": "moto",
},
}
client.create_trigger(Name=trigger_name, **trigger_attributes)
create_test_trigger(client)
response = client.list_triggers()
assert len(response["TriggerNames"]) == 2
response = client.list_triggers(Tags={"CreatedBy": "moto"})
assert len(response["TriggerNames"]) == 1
assert response["TriggerNames"] == [trigger_name]
@mock_glue
def test_batch_get_triggers():
client = create_glue_client()
trigger_name = create_test_trigger(client)
response = client.batch_get_triggers(
TriggerNames=[trigger_name, "trigger-not-found"]
)
assert len(response["Triggers"]) == 1
assert len(response["TriggersNotFound"]) == 1
@mock_glue
def test_delete_trigger():
client = create_glue_client()
trigger_name = create_test_trigger(client)
client.get_trigger(Name=trigger_name)
client.delete_trigger(Name=trigger_name)
with pytest.raises(ClientError) as exc:
client.get_trigger(Name=trigger_name)
assert exc.value.response["Error"]["Code"] == "EntityNotFoundException"