Merge pull request #1750 from TheDooner64/glue-data-catalog
Scaffolding for AWS Glue Data Catalog
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commit
42d486f9b0
15 changed files with 356 additions and 2 deletions
1
tests/test_glue/__init__.py
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1
tests/test_glue/__init__.py
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from __future__ import unicode_literals
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1
tests/test_glue/fixtures/__init__.py
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tests/test_glue/fixtures/__init__.py
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from __future__ import unicode_literals
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31
tests/test_glue/fixtures/datacatalog.py
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tests/test_glue/fixtures/datacatalog.py
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from __future__ import unicode_literals
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TABLE_INPUT = {
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'Owner': 'a_fake_owner',
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'Parameters': {
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'EXTERNAL': 'TRUE',
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},
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'Retention': 0,
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'StorageDescriptor': {
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'BucketColumns': [],
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'Compressed': False,
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'InputFormat': 'org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormat',
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'NumberOfBuckets': -1,
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'OutputFormat': 'org.apache.hadoop.hive.ql.io.parquet.MapredParquetOutputFormat',
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'Parameters': {},
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'SerdeInfo': {
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'Parameters': {
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'serialization.format': '1'
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},
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'SerializationLibrary': 'org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe'
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},
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'SkewedInfo': {
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'SkewedColumnNames': [],
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'SkewedColumnValueLocationMaps': {},
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'SkewedColumnValues': []
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},
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'SortColumns': [],
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'StoredAsSubDirectories': False
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},
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'TableType': 'EXTERNAL_TABLE',
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}
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46
tests/test_glue/helpers.py
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tests/test_glue/helpers.py
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from __future__ import unicode_literals
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import copy
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from .fixtures.datacatalog import TABLE_INPUT
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def create_database(client, database_name):
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return client.create_database(
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DatabaseInput={
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'Name': database_name
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}
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)
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def get_database(client, database_name):
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return client.get_database(Name=database_name)
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def create_table_input(table_name, s3_location, columns=[], partition_keys=[]):
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table_input = copy.deepcopy(TABLE_INPUT)
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table_input['Name'] = table_name
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table_input['PartitionKeys'] = partition_keys
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table_input['StorageDescriptor']['Columns'] = columns
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table_input['StorageDescriptor']['Location'] = s3_location
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return table_input
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def create_table(client, database_name, table_name, table_input):
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return client.create_table(
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DatabaseName=database_name,
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TableInput=table_input
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)
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def get_table(client, database_name, table_name):
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return client.get_table(
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DatabaseName=database_name,
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Name=table_name
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)
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def get_tables(client, database_name):
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return client.get_tables(
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DatabaseName=database_name
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)
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108
tests/test_glue/test_datacatalog.py
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tests/test_glue/test_datacatalog.py
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from __future__ import unicode_literals
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import sure # noqa
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from nose.tools import assert_raises
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import boto3
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from botocore.client import ClientError
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from moto import mock_glue
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from . import helpers
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@mock_glue
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def test_create_database():
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client = boto3.client('glue', region_name='us-east-1')
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database_name = 'myspecialdatabase'
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helpers.create_database(client, database_name)
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response = helpers.get_database(client, database_name)
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database = response['Database']
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database.should.equal({'Name': database_name})
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@mock_glue
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def test_create_database_already_exists():
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client = boto3.client('glue', region_name='us-east-1')
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database_name = 'cantcreatethisdatabasetwice'
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helpers.create_database(client, database_name)
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with assert_raises(ClientError) as exc:
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helpers.create_database(client, database_name)
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exc.exception.response['Error']['Code'].should.equal('DatabaseAlreadyExistsException')
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@mock_glue
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def test_create_table():
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client = boto3.client('glue', region_name='us-east-1')
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database_name = 'myspecialdatabase'
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helpers.create_database(client, database_name)
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table_name = 'myspecialtable'
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s3_location = 's3://my-bucket/{database_name}/{table_name}'.format(
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database_name=database_name,
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table_name=table_name
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)
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table_input = helpers.create_table_input(table_name, s3_location)
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helpers.create_table(client, database_name, table_name, table_input)
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response = helpers.get_table(client, database_name, table_name)
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table = response['Table']
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table['Name'].should.equal(table_input['Name'])
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table['StorageDescriptor'].should.equal(table_input['StorageDescriptor'])
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table['PartitionKeys'].should.equal(table_input['PartitionKeys'])
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@mock_glue
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def test_create_table_already_exists():
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client = boto3.client('glue', region_name='us-east-1')
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database_name = 'myspecialdatabase'
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helpers.create_database(client, database_name)
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table_name = 'cantcreatethistabletwice'
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s3_location = 's3://my-bucket/{database_name}/{table_name}'.format(
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database_name=database_name,
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table_name=table_name
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)
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table_input = helpers.create_table_input(table_name, s3_location)
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helpers.create_table(client, database_name, table_name, table_input)
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with assert_raises(ClientError) as exc:
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helpers.create_table(client, database_name, table_name, table_input)
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exc.exception.response['Error']['Code'].should.equal('TableAlreadyExistsException')
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@mock_glue
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def test_get_tables():
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client = boto3.client('glue', region_name='us-east-1')
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database_name = 'myspecialdatabase'
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helpers.create_database(client, database_name)
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table_names = ['myfirsttable', 'mysecondtable', 'mythirdtable']
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table_inputs = {}
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for table_name in table_names:
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s3_location = 's3://my-bucket/{database_name}/{table_name}'.format(
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database_name=database_name,
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table_name=table_name
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)
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table_input = helpers.create_table_input(table_name, s3_location)
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table_inputs[table_name] = table_input
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helpers.create_table(client, database_name, table_name, table_input)
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response = helpers.get_tables(client, database_name)
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tables = response['TableList']
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assert len(tables) == 3
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for table in tables:
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table_name = table['Name']
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table_name.should.equal(table_inputs[table_name]['Name'])
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table['StorageDescriptor'].should.equal(table_inputs[table_name]['StorageDescriptor'])
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table['PartitionKeys'].should.equal(table_inputs[table_name]['PartitionKeys'])
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@ -101,6 +101,6 @@ def test_s3_default_storage_class():
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# tests that the default storage class is still STANDARD
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list_of_objects["Contents"][0]["StorageClass"].should.equal("STANDARD")
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@ -21,7 +21,7 @@ def test_force_ignore_subdomain_for_bucketnames():
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os.environ['S3_IGNORE_SUBDOMAIN_BUCKETNAME'] = '1'
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expect(bucket_name_from_url('https://subdomain.localhost:5000/abc/resource')).should.equal(None)
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del(os.environ['S3_IGNORE_SUBDOMAIN_BUCKETNAME'])
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def test_versioned_key_store():
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