mirror of
https://github.com/google/earthengine-api.git
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1271 lines
47 KiB
Python
1271 lines
47 KiB
Python
#!/usr/bin/env python3
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"""Test for the ee.batch module."""
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from typing import Any, Optional
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import unittest
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from unittest import mock
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import ee
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from ee import apitestcase
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from ee import batch
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from ee import data
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import unittest
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TASK_STATUS_1 = {
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'description': 'FirstTestTask',
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'id': 'TEST1',
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'source_url': 'http://example.org/',
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'state': 'RUNNING',
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'task_type': 'EXPORT_IMAGE',
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'creation_timestamp_ms': 7,
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'start_timestamp_ms': 13,
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'update_timestamp_ms': 42,
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}
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TASK_STATUS_2 = {
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'description': 'SecondTestTask',
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'id': 'TEST2',
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'state': 'FAILED',
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'task_type': 'EXPORT_FEATURES',
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'creation_timestamp_ms': 17,
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'start_timestamp_ms': 113,
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'update_timestamp_ms': 142,
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'error_message': 'Explosions.',
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}
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class TaskTest(unittest.TestCase):
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def testStartWithoutConfig(self):
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task = batch.Task('an id', 'a task type', 'a state')
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self.assertIsNone((task.config))
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with self.assertRaisesRegex(ee.EEException, 'Task config'):
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task.start()
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def testStartUnknownTaskType(self):
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task_type = 'bad task type'
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task = batch.Task('an id', task_type, 'a state', {'some': 'value'})
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with self.assertRaisesRegex(
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ee.EEException, f'Unknown Task type "{task_type}"'
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):
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task.start()
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def testStatusWithId(self):
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task = batch.Task('an id', 'a task type', 'a state')
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with mock.patch.object(data, 'getTaskStatus', return_value=[TASK_STATUS_1]):
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self.assertEqual('RUNNING', task.status()['state'])
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def testStatusWithIdStateUnknown(self):
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task = batch.Task('an id', 'a task type', 'a state')
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with mock.patch.object(
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data, 'getTaskStatus', return_value=[{'state': 'UNKNOWN'}]
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):
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self.assertEqual({'state': 'UNSUBMITTED'}, task.status())
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def testStatusWithoutId(self):
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task = batch.Task(None, 'a task type', 'a state')
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self.assertEqual({'state': 'UNSUBMITTED'}, task.status())
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def testActive(self):
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task = batch.Task('an id', 'a task type', 'a state')
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with mock.patch.object(data, 'getTaskStatus', return_value=[TASK_STATUS_1]):
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self.assertTrue(task.active())
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def testNotActive(self):
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task = batch.Task('an id', 'a task type', 'a state')
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with mock.patch.object(data, 'getTaskStatus', return_value=[TASK_STATUS_2]):
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self.assertFalse(task.active())
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def testReprWithoutConfig(self):
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task = batch.Task('an id', 'a task type', 'a state')
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self.assertEqual('<Task "an id">', task.__repr__())
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def testReprWithConfig(self):
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an_id = None
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task_type = 'a task type'
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state = 'a state'
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description = 'a description'
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task = batch.Task(
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an_id, task_type, state, config={'description': description}
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)
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self.assertEqual(
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f'<Task {task_type}: {description} ({state})>', task.__repr__()
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)
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def testReprWithIdAndConfig(self):
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an_id = 'an id'
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task_type = 'a task type'
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state = 'a state'
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description = 'a description'
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task = batch.Task(
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an_id, task_type, state, config={'description': description}
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)
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self.assertEqual(
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f'<Task {an_id} {task_type}: {description} ({state})>', task.__repr__()
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)
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class ExportTest(unittest.TestCase):
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def testExportCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export()
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def testExportImageCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export.image.__init__('something')
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def testExportMapCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export.map.__init__('something')
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def testExportTableCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export.table.__init__('something')
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def testExportVideoCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export.video.__init__('something')
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def testExportVideoMapCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export.videoMap.__init__('something')
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def testExportClassifierCannotInit(self):
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with self.assertRaises(AssertionError):
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batch.Export.classifier.__init__('something')
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class BatchTestCase(apitestcase.ApiTestCase):
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"""A test case for batch functionality."""
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start_call_params: Optional[Any]
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update_call_params: Optional[Any]
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def setUp(self):
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super().setUp()
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self.start_call_params = None
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self.update_call_params = None
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def testTaskStartCloudApi(self):
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"""Verifies that Task.start() calls the server appropriately."""
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mock_cloud_api_resource = mock.MagicMock()
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mock_cloud_api_resource.projects().table().export().execute.return_value = {
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'name': 'projects/earthengine-legacy/operations/foo',
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'metadata': {},
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}
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with apitestcase.UsingCloudApi(cloud_api_resource=mock_cloud_api_resource):
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task = ee.batch.Export.table(ee.FeatureCollection('foo'), 'bar')
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task.start()
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export_args = mock_cloud_api_resource.projects().table().export.call_args
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self.assertEqual(task.id, 'foo')
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self.assertTrue(export_args[1]['body']['requestId'])
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self.assertEqual(export_args[1]['body']['description'], 'bar')
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def testTaskCancelCloudApi(self):
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mock_cloud_api_resource = mock.MagicMock()
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mock_cloud_api_resource.projects().operations().list(
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).execute.return_value = {
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'operations': [{
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'name': 'projects/earthengine-legacy/operations/TEST1',
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'metadata': {},
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}]
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}
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mock_cloud_api_resource.projects().operations(
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).list_next.return_value = None
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with apitestcase.UsingCloudApi(cloud_api_resource=mock_cloud_api_resource):
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task = ee.batch.Task.list()[0]
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task.cancel()
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cancel_args = mock_cloud_api_resource.projects().operations(
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).cancel.call_args
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self.assertEqual(
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cancel_args[1]['name'],
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'projects/earthengine-legacy/operations/TEST1')
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def testExportImageTrivialRegionCloudApi(self):
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"""Verifies the task created by Export.image() with a trivial region."""
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with apitestcase.UsingCloudApi():
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region = [0, 0, 1, 0, 1, 1]
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task = ee.batch.Export.image.toAsset(
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ee.Image(42), assetId='users/foo/bar', region=region, scale=1000)
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expected_expression = ee.Image(42).clipToBoundsAndScale(
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geometry=ee.Geometry.LineString(region),
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scale=1000)
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self.assertIsNone(task.id)
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self.assertIsNone(task.name)
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self.assertEqual('EXPORT_IMAGE', task.task_type)
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self.assertEqual('UNSUBMITTED', task.state)
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self.assertEqual(
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{
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'expression': expected_expression,
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'assetExportOptions': {
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'earthEngineDestination': {
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'name':
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'projects/earthengine-legacy/assets/users/foo/bar',
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}
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},
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'description': 'myExportImageTask',
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},
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task.config)
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def testExportImageCloudApi(self):
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"""Verifies the task created by Export.image()."""
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with apitestcase.UsingCloudApi():
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region = ee.Geometry.Rectangle(1, 2, 3, 4)
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config = dict(
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region=region['coordinates'],
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maxPixels=10**10,
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crs='foo',
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crs_transform='[9,8,7,6,5,4]',
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tiffCloudOptimized=True,
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shardSize=512,
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fileDimensions=1024,
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formatOptions={'noData': 1},
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)
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task = ee.batch.Export.image(ee.Image(1), 'TestDescription', config)
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expected_expression = ee.Image(1).reproject(
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'foo', crsTransform=[
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9.0, 8.0, 7.0, 6.0, 5.0, 4.0
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]).clip(region)
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self.assertIsNone(task.id)
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self.assertIsNone(task.name)
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self.assertEqual('EXPORT_IMAGE', task.task_type)
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self.assertEqual('UNSUBMITTED', task.state)
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self.assertEqual(
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{
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'expression': expected_expression,
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'description': 'TestDescription',
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'fileExportOptions': {
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'fileFormat': 'GEO_TIFF',
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'driveDestination': {'filenamePrefix': 'TestDescription'},
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'geoTiffOptions': {
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'cloudOptimized': True,
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'tileDimensions': {'width': 1024, 'height': 1024},
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'tileSize': {'value': 512},
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'noData': {'floatValue': 1},
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},
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},
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'maxPixels': {'value': '10000000000'},
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},
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task.config,
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)
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def testExportImageWithTfRecordCloudApi(self):
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"""Verifies the task created by Export.image()."""
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with apitestcase.UsingCloudApi():
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region = ee.Geometry.Rectangle(1, 2, 3, 4)
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config = dict(
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region=region['coordinates'],
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maxPixels=10**10,
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crs='foo',
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crs_transform='[9,8,7,6,5,4]',
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fileFormat='TFRecord',
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formatOptions={
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'patchDimensions': [256, 256],
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'kernelSize': [32, 32],
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'compressed': True,
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'maxFileSize': 1e9,
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'defaultValue': -999,
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'tensorDepths': {'b1': 1, 'b2': 2},
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'sequenceData': True,
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'collapseBands': True,
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'maskedThreshold': .5,
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},
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)
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task = ee.batch.Export.image(ee.Image(1), 'TestDescription', config)
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expected_expression = ee.Image(1).reproject(
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'foo', crsTransform=[
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9.0, 8.0, 7.0, 6.0, 5.0, 4.0
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]).clip(region)
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self.assertIsNone(task.id)
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self.assertIsNone(task.name)
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self.assertEqual('EXPORT_IMAGE', task.task_type)
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self.assertEqual('UNSUBMITTED', task.state)
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self.assertEqual({
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'expression': expected_expression,
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'description': 'TestDescription',
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'fileExportOptions': {
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'fileFormat': 'TF_RECORD_IMAGE',
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'driveDestination': {
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'filenamePrefix': 'TestDescription'
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},
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'tfRecordOptions': {
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'tileDimensions': {
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'width': 256,
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'height': 256
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},
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'marginDimensions': {
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'width': 32,
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'height': 32,
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},
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'compress': True,
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'maxSizeBytes': {'value': '1000000000'},
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'defaultValue': -999,
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'tensorDepths': {'b1': 1, 'b2': 2},
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'sequenceData': True,
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'collapseBands': True,
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'maxMaskedRatio': {'value': 0.5},
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},
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},
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'maxPixels': {
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'value': '10000000000'
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},
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}, task.config)
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def testExportImageToAssetCloudApi(self):
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"""Verifies the Asset export task created by Export.image.toAsset()."""
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with apitestcase.UsingCloudApi():
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config = dict(
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image=ee.Image(1),
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assetId='users/foo/bar',
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pyramidingPolicy={'B1': 'min'})
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expected_expression = ee.Image(1)
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# Test keyed parameters.
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task_keyed = ee.batch.Export.image.toAsset(
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image=config['image'],
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assetId=config['assetId'],
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pyramidingPolicy=config['pyramidingPolicy'])
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self.assertIsNone(task_keyed.id)
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self.assertIsNone(task_keyed.name)
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self.assertEqual('EXPORT_IMAGE', task_keyed.task_type)
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self.assertEqual('UNSUBMITTED', task_keyed.state)
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self.assertEqual(
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{
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'expression': expected_expression,
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'description': 'myExportImageTask',
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'assetExportOptions': {
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'earthEngineDestination': {
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'name':
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'projects/earthengine-legacy/assets/users/foo/bar',
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},
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'pyramidingPolicyOverrides': {
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'B1': 'MIN'
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}
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},
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},
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task_keyed.config)
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task_ordered = ee.batch.Export.image.toAsset(
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config['image'],
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'TestDescription',
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config['assetId'],
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maxPixels=1000,
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maxWorkers=100,
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shardSize=4)
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self.assertEqual('EXPORT_IMAGE', task_ordered.task_type)
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self.assertEqual('UNSUBMITTED', task_ordered.state)
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self.assertEqual(
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{
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'expression': expected_expression,
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'description': 'TestDescription',
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'assetExportOptions': {
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'earthEngineDestination': {
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'name':
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'projects/earthengine-legacy/assets/users/foo/bar',
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},
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'tileSize': {
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'value': 4
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}
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},
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'maxPixels': {
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'value': '1000'
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},
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'maxWorkers': {
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'value': 100
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}
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},
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task_ordered.config)
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def testExportImageToAssetCloudApi_withTileSize(self):
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"""Verifies the Asset export task created by Export.image.toAsset()."""
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with apitestcase.UsingCloudApi():
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config = dict(
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image=ee.Image(1),
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assetId='users/foo/bar',
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pyramidingPolicy={'B1': 'min'})
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expected_expression = ee.Image(1)
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task_ordered = ee.batch.Export.image.toAsset(
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config['image'],
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'TestDescription',
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config['assetId'],
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maxPixels=1000,
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maxWorkers=100,
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tileSize=4)
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self.assertEqual('EXPORT_IMAGE', task_ordered.task_type)
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self.assertEqual('UNSUBMITTED', task_ordered.state)
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self.assertEqual(
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{
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'expression': expected_expression,
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'description': 'TestDescription',
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'assetExportOptions': {
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'earthEngineDestination': {
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'name':
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'projects/earthengine-legacy/assets/users/foo/bar',
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},
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'tileSize': {
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'value': 4
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}
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},
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'maxPixels': {
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'value': '1000'
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},
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'maxWorkers': {
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'value': 100
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}
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},
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task_ordered.config)
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def testExportImageToCloudStorageCloudApi(self):
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"""Verifies the Cloud Storage export task created by Export.image()."""
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with apitestcase.UsingCloudApi():
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region = ee.Geometry.Rectangle(1, 2, 3, 4)
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config = dict(
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region=region['coordinates'],
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maxPixels=10**10,
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outputBucket='test-bucket')
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task = ee.batch.Export.image.toCloudStorage(
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ee.Image(1), 'TestDescription', config['outputBucket'], None, None,
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config['region'], None, None, None, config['maxPixels'], None,
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[512, 2048], True)
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expected_expression = ee.Image(1).clip(region)
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self.assertIsNone(task.id)
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self.assertIsNone(task.name)
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self.assertEqual('EXPORT_IMAGE', task.task_type)
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self.assertEqual('UNSUBMITTED', task.state)
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self.assertEqual({
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'expression': expected_expression,
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'description': 'TestDescription',
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'fileExportOptions': {
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'fileFormat': 'GEO_TIFF',
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'cloudStorageDestination': {
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'bucket': 'test-bucket',
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'filenamePrefix': 'TestDescription'
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},
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'geoTiffOptions': {
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'tileDimensions': {
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'width': 512,
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'height': 2048
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},
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'skipEmptyFiles': True,
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},
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},
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'maxPixels': {
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'value': '10000000000'
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},
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}, task.config)
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def testExportImageToGoogleDriveCloudApi(self):
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"""Verifies the Drive destined task created by Export.image.toDrive()."""
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with apitestcase.UsingCloudApi():
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region = ee.Geometry.Rectangle(1, 2, 3, 4)
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drive_task_by_keys = ee.batch.Export.image.toDrive(
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image=ee.Image(1),
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region=region['coordinates'],
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folder='foo',
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maxPixels=10**10,
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crs='foo',
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crsTransform='[9,8,7,6,5,4]',
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shardSize=512)
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expected_expression = ee.Image(1).reproject(
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'foo', crsTransform=[9.0, 8.0, 7.0, 6.0, 5.0, 4.0]).clip(region)
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self.assertIsNone(drive_task_by_keys.id)
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self.assertIsNone(drive_task_by_keys.name)
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self.assertEqual('EXPORT_IMAGE', drive_task_by_keys.task_type)
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self.assertEqual('UNSUBMITTED', drive_task_by_keys.state)
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self.assertEqual(
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{
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'expression': expected_expression,
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'description': 'myExportImageTask',
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'fileExportOptions': {
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'fileFormat': 'GEO_TIFF',
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'driveDestination': {
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'folder': 'foo',
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'filenamePrefix': 'myExportImageTask'
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},
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'geoTiffOptions': {
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'tileSize': {
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'value': 512
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}
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}
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},
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'maxPixels': {
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'value': '10000000000'
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},
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}, drive_task_by_keys.config)
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drive_task_with_old_keys = ee.batch.Export.image.toDrive(
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image=ee.Image(1), region=region['coordinates'], driveFolder='foo',
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driveFileNamePrefix='fooExport', maxPixels=10**10,
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crs='foo', crs_transform='[9,8,7,6,5,4]')
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self.assertIsNone(drive_task_with_old_keys.id)
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self.assertIsNone(drive_task_by_keys.name)
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self.assertEqual('EXPORT_IMAGE', drive_task_with_old_keys.task_type)
|
|
self.assertEqual('UNSUBMITTED', drive_task_with_old_keys.state)
|
|
self.assertEqual({
|
|
'expression': expected_expression,
|
|
'description': 'myExportImageTask',
|
|
'fileExportOptions': {
|
|
'fileFormat': 'GEO_TIFF',
|
|
'driveDestination': {
|
|
'folder': 'foo',
|
|
'filenamePrefix': 'fooExport'
|
|
}
|
|
},
|
|
'maxPixels': {
|
|
'value': '10000000000'
|
|
},
|
|
}, drive_task_with_old_keys.config)
|
|
|
|
with self.assertRaisesRegex(ee.EEException,
|
|
'Unknown configuration options.*'):
|
|
ee.batch.Export.image.toDrive(image=ee.Image(1), framesPerSecond=30)
|
|
|
|
def testExportMapToCloudStorageCloudApi(self):
|
|
"""Verifies the task created by Export.map.toCloudStorage()."""
|
|
with apitestcase.UsingCloudApi():
|
|
config = dict(
|
|
image=ee.Image(1),
|
|
bucket='test-bucket',
|
|
maxZoom=7,
|
|
path='foo/gcs/path',
|
|
maxWorkers=100)
|
|
|
|
# Test keyed parameters.
|
|
task_keyed = ee.batch.Export.map.toCloudStorage(
|
|
image=config['image'],
|
|
bucket=config['bucket'],
|
|
maxZoom=config['maxZoom'],
|
|
path=config['path'],
|
|
maxWorkers=config['maxWorkers'],
|
|
bucketCorsUris=['*'])
|
|
expected_expression = ee.Image(1)
|
|
self.assertIsNone(task_keyed.id)
|
|
self.assertIsNone(task_keyed.name)
|
|
self.assertEqual('EXPORT_TILES', task_keyed.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_keyed.state)
|
|
self.assertEqual({
|
|
'expression': expected_expression,
|
|
'description': 'myExportMapTask',
|
|
'tileOptions': {
|
|
'endZoom': config['maxZoom'],
|
|
},
|
|
'tileExportOptions': {
|
|
'fileFormat': 'AUTO_JPEG_PNG',
|
|
'cloudStorageDestination': {
|
|
'bucket': config['bucket'],
|
|
'filenamePrefix': config['path'],
|
|
'permissions': 'PUBLIC',
|
|
'bucketCorsUris': ['*'],
|
|
},
|
|
},
|
|
'maxWorkers': {'value': 100}
|
|
}, task_keyed.config)
|
|
|
|
with self.assertRaisesRegex(ee.EEException,
|
|
'Unknown configuration options.*'):
|
|
config_with_bogus_option = config.copy()
|
|
config_with_bogus_option['framesPerSecond'] = 30
|
|
ee.batch.Export.map.toCloudStorage(**config_with_bogus_option)
|
|
|
|
# Test ordered parameters.
|
|
task_ordered = ee.batch.Export.map.toCloudStorage(
|
|
config['image'], 'TestDescription', config['bucket'], 'jpeg', None,
|
|
False, None, 30, None, None, None, 'aFakeKey', maxWorkers=100)
|
|
self.assertIsNone(task_ordered.id)
|
|
self.assertIsNone(task_ordered.name)
|
|
self.assertEqual('EXPORT_TILES', task_ordered.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_ordered.state)
|
|
self.assertEqual({
|
|
'expression': expected_expression,
|
|
'description': 'TestDescription',
|
|
'tileOptions': {
|
|
'scale': 30,
|
|
'mapsApiKey': 'aFakeKey',
|
|
},
|
|
'tileExportOptions': {
|
|
'fileFormat': 'JPEG',
|
|
'cloudStorageDestination': {
|
|
'bucket': config['bucket'],
|
|
'filenamePrefix': 'TestDescription',
|
|
},
|
|
},
|
|
'maxWorkers': {'value': 100}
|
|
}, task_ordered.config)
|
|
|
|
def testExportMapToCloudStorageCloudApi_WithV1Parameters(self):
|
|
"""Verifies Export.map.toCloudStorage() tasks with v1 parameters."""
|
|
with apitestcase.UsingCloudApi():
|
|
config = dict(
|
|
image=ee.Image(1),
|
|
bucket='test-bucket',
|
|
minZoom=1,
|
|
maxZoom=7,
|
|
startZoom=2, # Takes precedence over minZoom.
|
|
endZoom=8, # Takes precedence over maxZoom.
|
|
path='foo/gcs/path',
|
|
skipEmptyTiles=True,
|
|
skipEmpty=False, # Takes precedence over skipEmpty.
|
|
maxWorkers=100)
|
|
|
|
# Test keyed parameters.
|
|
task_keyed = ee.batch.Export.map.toCloudStorage(
|
|
image=config['image'],
|
|
bucket=config['bucket'],
|
|
minZoom=config['minZoom'],
|
|
maxZoom=config['maxZoom'],
|
|
startZoom=config['startZoom'],
|
|
endZoom=config['endZoom'],
|
|
path=config['path'],
|
|
maxWorkers=config['maxWorkers'],
|
|
skipEmptyTiles=config['skipEmptyTiles'],
|
|
skipEmpty=config['skipEmpty'])
|
|
expected_expression = ee.Image(1)
|
|
self.assertIsNone(task_keyed.id)
|
|
self.assertIsNone(task_keyed.name)
|
|
self.assertEqual('EXPORT_TILES', task_keyed.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_keyed.state)
|
|
self.assertEqual(
|
|
{
|
|
'expression': expected_expression,
|
|
'description': 'myExportMapTask',
|
|
'tileOptions': {
|
|
'startZoom': config['startZoom'],
|
|
'endZoom': config['endZoom'],
|
|
'skipEmpty': config['skipEmpty'],
|
|
},
|
|
'tileExportOptions': {
|
|
'fileFormat': 'AUTO_JPEG_PNG',
|
|
'cloudStorageDestination': {
|
|
'bucket': config['bucket'],
|
|
'filenamePrefix': config['path'],
|
|
'permissions': 'PUBLIC',
|
|
},
|
|
},
|
|
'maxWorkers': {
|
|
'value': 100
|
|
}
|
|
}, task_keyed.config)
|
|
|
|
def testExportTableCloudApi(self):
|
|
"""Verifies the task created by Export.table()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table(
|
|
ee.FeatureCollection('drive test FC'), config={'maxWorkers': 100})
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
self.assertEqual({
|
|
'expression': ee.FeatureCollection('drive test FC'),
|
|
'description': 'myExportTableTask',
|
|
'fileExportOptions': {
|
|
'fileFormat': 'CSV',
|
|
'driveDestination': {
|
|
'filenamePrefix': 'myExportTableTask',
|
|
}
|
|
},
|
|
'maxWorkers': {'value': 100},
|
|
}, task.config)
|
|
|
|
def testExportTableCloudApiBogusParameter(self):
|
|
"""Verifies that bogus parameters are rejected."""
|
|
with apitestcase.UsingCloudApi():
|
|
with self.assertRaisesRegex(ee.EEException,
|
|
'Unknown configuration options.*'):
|
|
ee.batch.Export.table.toDrive(
|
|
ee.FeatureCollection('drive test FC'), framesPerSecond=30)
|
|
|
|
def testExportTableSelectorsCloudApi(self):
|
|
"""Verifies that table export accepts a list or tuple of selectors."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toCloudStorage(
|
|
collection=ee.FeatureCollection('foo'),
|
|
selectors=['ab', 'bb', 'c'],
|
|
outputBucket='foo')
|
|
self.assertEqual(['ab', 'bb', 'c'], task.config['selectors'])
|
|
task = ee.batch.Export.table.toCloudStorage(
|
|
collection=ee.FeatureCollection('foo'),
|
|
selectors=('x', 'y'),
|
|
outputBucket='foo')
|
|
self.assertEqual(['x', 'y'], task.config['selectors'])
|
|
# Single string should work too.
|
|
task = ee.batch.Export.table.toCloudStorage(
|
|
collection=ee.FeatureCollection('foo'),
|
|
selectors='ab,cd,ef',
|
|
outputBucket='foo')
|
|
self.assertEqual(['ab', 'cd', 'ef'], task.config['selectors'])
|
|
|
|
def testExportTableToCloudStorageCloudApi(self):
|
|
"""Verifies the Cloud Storage task created by Export.table()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toCloudStorage(
|
|
collection=ee.FeatureCollection('foo'),
|
|
outputBucket='test-bucket',
|
|
maxVertices=1e6)
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'myExportTableTask',
|
|
'fileExportOptions': {
|
|
'fileFormat': 'CSV',
|
|
'cloudStorageDestination': {
|
|
'bucket': 'test-bucket',
|
|
'filenamePrefix': 'myExportTableTask',
|
|
},
|
|
},
|
|
'maxVertices': {
|
|
'value': int(1e6)
|
|
},
|
|
}, task.config)
|
|
|
|
def testExportTableToGoogleDriveCloudApi(self):
|
|
"""Verifies the Drive destined task created by Export.table.toDrive()."""
|
|
with apitestcase.UsingCloudApi():
|
|
test_collection = ee.FeatureCollection('foo')
|
|
test_description = 'TestDescription'
|
|
test_file_name_prefix = 'fooDriveFileNamePrefix'
|
|
test_format = 'KML'
|
|
expected_config = {
|
|
'expression': test_collection,
|
|
'description': test_description,
|
|
'fileExportOptions': {
|
|
'fileFormat': test_format,
|
|
'driveDestination': {
|
|
'filenamePrefix': test_file_name_prefix,
|
|
}
|
|
},
|
|
'maxVertices': {
|
|
'value': 0
|
|
}
|
|
}
|
|
|
|
# Ordered parameters
|
|
task_ordered = ee.batch.Export.table.toDrive(
|
|
test_collection,
|
|
test_description,
|
|
None,
|
|
test_file_name_prefix,
|
|
test_format,
|
|
maxVertices=0)
|
|
self.assertIsNone(task_ordered.id)
|
|
self.assertIsNone(task_ordered.name)
|
|
self.assertEqual('EXPORT_FEATURES', task_ordered.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_ordered.state)
|
|
self.assertEqual(expected_config, task_ordered.config)
|
|
|
|
# Updating expectations to test keyed parameters
|
|
expected_config['description'] = 'myExportTableTask'
|
|
expected_config['fileExportOptions']['fileFormat'] = 'CSV'
|
|
expected_config['fileExportOptions']['driveDestination'][
|
|
'folder'] = 'fooFolder'
|
|
|
|
# Test that deprecated parameters (driveFolder and driveFileNamePrefix)
|
|
# still work.
|
|
task_old_keys = ee.batch.Export.table.toDrive(
|
|
collection=test_collection,
|
|
driveFolder='fooFolder',
|
|
driveFileNamePrefix='fooDriveFileNamePrefix',
|
|
maxVertices=0)
|
|
self.assertEqual('EXPORT_FEATURES', task_old_keys.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_old_keys.state)
|
|
self.assertEqual(expected_config, task_old_keys.config)
|
|
|
|
# Test that new parameters work
|
|
task_new_keys = ee.batch.Export.table.toDrive(
|
|
collection=test_collection,
|
|
folder='fooFolder',
|
|
fileNamePrefix='fooDriveFileNamePrefix',
|
|
maxVertices=0)
|
|
self.assertEqual('EXPORT_FEATURES', task_new_keys.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_new_keys.state)
|
|
self.assertEqual(expected_config, task_new_keys.config)
|
|
|
|
def testExportTableToAssetCloudApi(self):
|
|
"""Verifies the export task created by Export.table.toAsset()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toAsset(
|
|
collection=ee.FeatureCollection('foo'),
|
|
description='foo',
|
|
assetId='users/foo/bar')
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'foo',
|
|
'assetExportOptions': {
|
|
'earthEngineDestination': {
|
|
'name':
|
|
'projects/earthengine-legacy/assets/users/foo/bar',
|
|
}
|
|
}
|
|
},
|
|
task.config)
|
|
|
|
def testExportTableWithFileFormatCloudApi(self):
|
|
"""Verifies the task created by Export.table() given a file format."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toCloudStorage(
|
|
collection=ee.FeatureCollection('foo'),
|
|
outputBucket='test-bucket',
|
|
fileFormat='tfRecord')
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'myExportTableTask',
|
|
'fileExportOptions': {
|
|
'fileFormat': 'TF_RECORD_TABLE',
|
|
'cloudStorageDestination': {
|
|
'bucket': 'test-bucket',
|
|
'filenamePrefix': 'myExportTableTask',
|
|
}
|
|
}
|
|
}, task.config)
|
|
|
|
def testExportTableToFeatureViewCloudApi(self):
|
|
"""Verifies the export task created by Export.table.toFeatureView()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toFeatureView(
|
|
collection=ee.FeatureCollection('foo'),
|
|
description='foo',
|
|
assetId='users/foo/bar',
|
|
ingestionTimeParameters={
|
|
'maxFeaturesPerTile': 10,
|
|
'zOrderRanking': []
|
|
})
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'foo',
|
|
'featureViewExportOptions': {
|
|
'featureViewDestination': {
|
|
'name':
|
|
'projects/earthengine-legacy/assets/users/foo/bar',
|
|
},
|
|
'ingestionTimeParameters': {
|
|
'thinningOptions': {
|
|
'maxFeaturesPerTile': 10
|
|
},
|
|
}
|
|
}
|
|
}, task.config)
|
|
|
|
def testExportTableToFeatureViewEmptyParamsCloudApi(self):
|
|
"""Verifies the export task created by Export.table.toFeatureView()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toFeatureView(
|
|
collection=ee.FeatureCollection('foo'),
|
|
description='foo',
|
|
assetId='users/foo/bar')
|
|
with self.subTest(name='TaskIdAndName'):
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
with self.subTest(name='TypeIsExportFeatures'):
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
with self.subTest(name='StateIsUnsubmitted'):
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
with self.subTest(name='ConfigContents'):
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'foo',
|
|
'featureViewExportOptions': {
|
|
'featureViewDestination': {
|
|
'name':
|
|
'projects/earthengine-legacy/assets/users/foo/bar',
|
|
},
|
|
'ingestionTimeParameters': {}
|
|
}
|
|
}, task.config)
|
|
|
|
def testExportTableToFeatureViewAllIngestionParams(self):
|
|
"""Verifies the task ingestion params created by toFeatureView()."""
|
|
task = ee.batch.Export.table.toFeatureView(
|
|
collection=ee.FeatureCollection('foo'),
|
|
description='foo',
|
|
assetId='users/foo/bar',
|
|
ingestionTimeParameters={
|
|
'maxFeaturesPerTile': 10,
|
|
'thinningStrategy': 'GLOBALLY_CONSISTENT',
|
|
'thinningRanking': 'my-attribute ASC, other-attr DESC',
|
|
'zOrderRanking': ['.minZoomLevel DESC', '.geometryType ASC']
|
|
})
|
|
expected_ingestion_params = {
|
|
'rankingOptions': {
|
|
'thinningRankingRule': {
|
|
'rankByOneThingRule': [{
|
|
'direction': 'ASCENDING',
|
|
'rankByAttributeRule': {
|
|
'attributeName': 'my-attribute'
|
|
}
|
|
}, {
|
|
'direction': 'DESCENDING',
|
|
'rankByAttributeRule': {
|
|
'attributeName': 'other-attr'
|
|
}
|
|
}]
|
|
},
|
|
'zOrderRankingRule': {
|
|
'rankByOneThingRule': [{
|
|
'direction': 'DESCENDING',
|
|
'rankByMinZoomLevelRule': {}
|
|
}, {
|
|
'direction': 'ASCENDING',
|
|
'rankByGeometryTypeRule': {}
|
|
}]
|
|
}
|
|
},
|
|
'thinningOptions': {
|
|
'maxFeaturesPerTile': 10,
|
|
'thinningStrategy': 'GLOBALLY_CONSISTENT'
|
|
}
|
|
}
|
|
self.assertEqual(
|
|
expected_ingestion_params,
|
|
task.config['featureViewExportOptions']['ingestionTimeParameters'])
|
|
|
|
def testExportTableToFeatureViewBadRankByOneThingRule(self):
|
|
"""Verifies a bad RankByOneThingRule throws an exception."""
|
|
with self.assertRaisesRegex(ee.EEException,
|
|
'Ranking rule format is invalid.*'):
|
|
ee.batch.Export.table.toFeatureView(
|
|
collection=ee.FeatureCollection('foo'),
|
|
assetId='users/foo/bar',
|
|
ingestionTimeParameters={'thinningRanking': 'my-attribute BAD_DIR'})
|
|
|
|
def testExportTableToFeatureViewBadRankingRule(self):
|
|
"""Verifies a bad RankingRule throws an exception."""
|
|
with self.assertRaisesRegex(ee.EEException,
|
|
'Unable to build ranking rule from rules.*'):
|
|
ee.batch.Export.table.toFeatureView(
|
|
collection=ee.FeatureCollection('foo'),
|
|
assetId='users/foo/bar',
|
|
ingestionTimeParameters={'thinningRanking': {'key': 'val'}})
|
|
|
|
@unittest.skip('assertRaisesWithLiteralMatch is google specific')
|
|
def testExportTableToFeatureViewBadIngestionTimeParams(self):
|
|
"""Verifies a bad set of ingestion time params throws an exception."""
|
|
with self.assertRaisesWithLiteralMatch(
|
|
ee.EEException, ('The following keys are unrecognized in the '
|
|
'ingestion parameters: [\'badThinningKey\']')):
|
|
ee.batch.Export.table.toFeatureView(
|
|
collection=ee.FeatureCollection('foo'),
|
|
assetId='users/foo/bar',
|
|
ingestionTimeParameters={'badThinningKey': {'key': 'val'}})
|
|
|
|
def testExportTableToBigQueryRequiredParams(self):
|
|
"""Verifies the export task created by Export.table.toBigQuery()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toBigQuery(
|
|
collection=ee.FeatureCollection('foo'),
|
|
table='project.dataset.table',
|
|
description='foo',
|
|
)
|
|
with self.subTest(name='TaskIdAndName'):
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
with self.subTest(name='TypeIsExportFeatures'):
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
with self.subTest(name='StateIsUnsubmitted'):
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
with self.subTest(name='ConfigContents'):
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'foo',
|
|
'bigqueryExportOptions': {
|
|
'bigqueryDestination': {
|
|
'table': 'project.dataset.table',
|
|
'overwrite': False,
|
|
'append': False,
|
|
}
|
|
},
|
|
},
|
|
task.config,
|
|
)
|
|
|
|
def testExportTableToBigQueryAllParams(self):
|
|
"""Verifies the export task created by Export.table.toBigQuery()."""
|
|
with apitestcase.UsingCloudApi():
|
|
task = ee.batch.Export.table.toBigQuery(
|
|
collection=ee.FeatureCollection('foo'),
|
|
description='foo',
|
|
table='project.dataset.table',
|
|
overwrite=True,
|
|
append=True,
|
|
selectors=['.geo'],
|
|
maxVertices=500,
|
|
)
|
|
with self.subTest(name='TaskIdAndName'):
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
with self.subTest(name='TypeIsExportFeatures'):
|
|
self.assertEqual('EXPORT_FEATURES', task.task_type)
|
|
with self.subTest(name='StateIsUnsubmitted'):
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
with self.subTest(name='ConfigContents'):
|
|
self.assertEqual(
|
|
{
|
|
'expression': ee.FeatureCollection('foo'),
|
|
'description': 'foo',
|
|
'maxVertices': {'value': 500},
|
|
'selectors': ['.geo'],
|
|
'bigqueryExportOptions': {
|
|
'bigqueryDestination': {
|
|
'table': 'project.dataset.table',
|
|
'overwrite': True,
|
|
'append': True,
|
|
}
|
|
},
|
|
},
|
|
task.config,
|
|
)
|
|
|
|
def testExportVideoCloudApi(self):
|
|
"""Verifies the task created by Export.video()."""
|
|
with apitestcase.UsingCloudApi():
|
|
region = ee.Geometry.Rectangle(1, 2, 3, 4)
|
|
config = dict(
|
|
region=region['coordinates'],
|
|
dimensions=16,
|
|
framesPerSecond=30,
|
|
maxFrames=10000,
|
|
maxPixels=10000000,
|
|
maxWorkers=100)
|
|
collection = ee.ImageCollection([ee.Image(1), ee.Image(2)])
|
|
task = ee.batch.Export.video(collection, 'TestVideoName', config)
|
|
self.assertIsNone(task.id)
|
|
self.assertIsNone(task.name)
|
|
self.assertEqual('EXPORT_VIDEO', task.task_type)
|
|
self.assertEqual('UNSUBMITTED', task.state)
|
|
# Defaults the destination to Drive.
|
|
|
|
def expected_preparation_function(img):
|
|
img = img.setDefaultProjection(
|
|
crs='SR-ORG:6627', crsTransform=[1, 0, 0, 0, -1, 0])
|
|
img = img.clipToBoundsAndScale(geometry=region, maxDimension=16)
|
|
return img
|
|
|
|
expected_collection = collection.map(expected_preparation_function)
|
|
# Using map() breaks equality comparison on collections, so compare the
|
|
# serialised forms instead.
|
|
self.assertEqual(
|
|
expected_collection.serialize(for_cloud_api=True),
|
|
task.config.pop('expression').serialize(for_cloud_api=True))
|
|
self.assertEqual({
|
|
'description': 'TestVideoName',
|
|
'videoOptions': {
|
|
'framesPerSecond': 30,
|
|
'maxFrames': 10000,
|
|
'maxPixelsPerFrame': {
|
|
'value': '10000000'
|
|
}
|
|
},
|
|
'fileExportOptions': {
|
|
'fileFormat': 'MP4',
|
|
'driveDestination': {
|
|
'filenamePrefix': 'TestVideoName',
|
|
}
|
|
},
|
|
'maxWorkers': {'value': 100}
|
|
}, task.config)
|
|
|
|
config['outputBucket'] = 'test-bucket'
|
|
gcs_task = ee.batch.Export.video(collection, 'TestVideoName', config)
|
|
self.assertEqual('EXPORT_VIDEO', gcs_task.task_type)
|
|
self.assertEqual('UNSUBMITTED', gcs_task.state)
|
|
self.assertEqual(
|
|
expected_collection.serialize(for_cloud_api=True),
|
|
gcs_task.config.pop('expression').serialize(for_cloud_api=True))
|
|
self.assertEqual({
|
|
'description': 'TestVideoName',
|
|
'videoOptions': {
|
|
'framesPerSecond': 30,
|
|
'maxFrames': 10000,
|
|
'maxPixelsPerFrame': {
|
|
'value': '10000000'
|
|
}
|
|
},
|
|
'fileExportOptions': {
|
|
'fileFormat': 'MP4',
|
|
'cloudStorageDestination': {
|
|
'bucket': 'test-bucket',
|
|
'filenamePrefix': 'TestVideoName',
|
|
}
|
|
},
|
|
'maxWorkers': {'value': 100}
|
|
}, gcs_task.config)
|
|
|
|
with self.assertRaisesRegex(ee.EEException,
|
|
'Unknown configuration options.*'):
|
|
config_with_bogus_option = config.copy()
|
|
config_with_bogus_option['flamesPerSleestak'] = 30
|
|
ee.batch.Export.video(collection, 'TestVideoName',
|
|
config_with_bogus_option)
|
|
|
|
def testExportVideoToCloudStorageCloudApi(self):
|
|
"""Verifies the task created by Export.video.toCloudStorage()."""
|
|
with apitestcase.UsingCloudApi():
|
|
region = ee.Geometry.Rectangle(1, 2, 3, 4)
|
|
collection = ee.ImageCollection([ee.Image(1), ee.Image(2)])
|
|
def expected_preparation_function(img):
|
|
img = img.reproject(
|
|
crs='foo', crsTransform=[9.0, 8.0, 7.0, 6.0, 5.0, 4.0])
|
|
img = img.clipToBoundsAndScale(geometry=region, maxDimension=16)
|
|
return img
|
|
|
|
expected_collection = collection.map(expected_preparation_function)
|
|
expected_config = {
|
|
'description': 'TestVideoName',
|
|
'fileExportOptions': {
|
|
'fileFormat': 'MP4',
|
|
'cloudStorageDestination': {
|
|
'bucket': 'test-bucket',
|
|
'filenamePrefix': 'TestVideoName',
|
|
}
|
|
}
|
|
}
|
|
|
|
# Test keyed parameters.
|
|
task_keyed = ee.batch.Export.video.toCloudStorage(
|
|
collection=collection,
|
|
description='TestVideoName',
|
|
bucket='test-bucket',
|
|
dimensions=16,
|
|
region=region['coordinates'],
|
|
crsTransform='[9,8,7,6,5,4]',
|
|
crs='foo')
|
|
self.assertIsNone(task_keyed.id)
|
|
self.assertIsNone(task_keyed.name)
|
|
self.assertEqual('EXPORT_VIDEO', task_keyed.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_keyed.state)
|
|
self.assertEqual(
|
|
expected_collection.serialize(for_cloud_api=True),
|
|
task_keyed.config.pop('expression').serialize(for_cloud_api=True))
|
|
self.assertEqual(expected_config, task_keyed.config)
|
|
|
|
# Test ordered parameters.
|
|
task_ordered = ee.batch.Export.video.toCloudStorage(
|
|
collection, 'TestVideoName', 'test-bucket', None, None, 16,
|
|
region['coordinates'], None, 'foo', '[9,8,7,6,5,4]')
|
|
self.assertEqual('EXPORT_VIDEO', task_ordered.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_ordered.state)
|
|
self.assertEqual(
|
|
expected_collection.serialize(for_cloud_api=True),
|
|
task_ordered.config.pop('expression').serialize(for_cloud_api=True))
|
|
self.assertEqual(expected_config, task_ordered.config)
|
|
|
|
def testExportVideoToDriveCloudApi(self):
|
|
"""Verifies the task created by Export.video.toDrive()."""
|
|
with apitestcase.UsingCloudApi():
|
|
region = ee.Geometry.Rectangle(1, 2, 3, 4)
|
|
collection = ee.ImageCollection([ee.Image(1), ee.Image(2)])
|
|
def expected_preparation_function(img):
|
|
img = img.reproject(
|
|
crs='SR-ORG:6627', crsTransform=[9.0, 8.0, 7.0, 6.0, 5.0, 4.0])
|
|
img = img.clipToBoundsAndScale(geometry=region, maxDimension=16)
|
|
return img
|
|
|
|
expected_collection = collection.map(expected_preparation_function)
|
|
expected_config = {
|
|
'description': 'TestVideoName',
|
|
'fileExportOptions': {
|
|
'fileFormat': 'MP4',
|
|
'driveDestination': {
|
|
'folder': 'test-folder',
|
|
'filenamePrefix': 'TestVideoName',
|
|
}
|
|
}
|
|
}
|
|
|
|
# Test keyed parameters.
|
|
task_keyed = ee.batch.Export.video.toDrive(
|
|
collection=collection,
|
|
description='TestVideoName',
|
|
folder='test-folder',
|
|
dimensions=16,
|
|
crsTransform='[9,8,7,6,5,4]',
|
|
region=region['coordinates'])
|
|
self.assertIsNone(task_keyed.id)
|
|
self.assertIsNone(task_keyed.name)
|
|
self.assertEqual('EXPORT_VIDEO', task_keyed.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_keyed.state)
|
|
self.assertEqual(
|
|
expected_collection.serialize(for_cloud_api=True),
|
|
task_keyed.config.pop('expression').serialize(for_cloud_api=True))
|
|
self.assertEqual(expected_config, task_keyed.config)
|
|
|
|
# Test ordered parameters.
|
|
task_ordered = ee.batch.Export.video.toDrive(
|
|
collection, 'TestVideoName', 'test-folder', None, None, 16,
|
|
region['coordinates'], None, 'SR-ORG:6627', '[9,8,7,6,5,4]')
|
|
self.assertEqual('EXPORT_VIDEO', task_ordered.task_type)
|
|
self.assertEqual('UNSUBMITTED', task_ordered.state)
|
|
self.assertEqual(
|
|
expected_collection.serialize(for_cloud_api=True),
|
|
task_ordered.config.pop('expression').serialize(for_cloud_api=True))
|
|
self.assertEqual(expected_config, task_ordered.config)
|
|
|
|
def testExportWorkloadTag(self):
|
|
"""Verifies that the workload tag state is captured before start."""
|
|
mock_cloud_api_resource = mock.MagicMock()
|
|
mock_cloud_api_resource.projects().table().export().execute.return_value = {
|
|
'name': 'projects/earthengine-legacy/operations/foo',
|
|
'metadata': {},
|
|
}
|
|
|
|
with apitestcase.UsingCloudApi(cloud_api_resource=mock_cloud_api_resource):
|
|
ee.data.setWorkloadTag('test-export')
|
|
task = ee.batch.Export.table(ee.FeatureCollection('foo'), 'bar')
|
|
ee.data.setWorkloadTag('not-test-export')
|
|
self.assertEqual('test-export', task.workload_tag)
|
|
task.start()
|
|
self.assertEqual('test-export', task.config['workloadTag'])
|
|
export_args = mock_cloud_api_resource.projects().table().export.call_args
|
|
self.assertEqual(export_args[1]['body']['workloadTag'], 'test-export')
|
|
|
|
ee.data.resetWorkloadTag(True)
|
|
|
|
with apitestcase.UsingCloudApi(cloud_api_resource=mock_cloud_api_resource):
|
|
ee.data.setWorkloadTag('test-export')
|
|
task = ee.batch.Export.table(ee.FeatureCollection('foo'), 'bar')
|
|
self.assertEqual('test-export', task.workload_tag)
|
|
task.config['workloadTag'] = 'not-test-export'
|
|
task.start()
|
|
# Overridden in config.
|
|
self.assertEqual('not-test-export', task.config['workloadTag'])
|
|
export_args = mock_cloud_api_resource.projects().table().export.call_args
|
|
self.assertEqual(export_args[1]['body']['workloadTag'], 'not-test-export')
|
|
|
|
ee.data.resetWorkloadTag(True)
|
|
|
|
with apitestcase.UsingCloudApi(cloud_api_resource=mock_cloud_api_resource):
|
|
task = ee.batch.Export.table(ee.FeatureCollection('foo'), 'bar')
|
|
ee.data.setWorkloadTag('not-test-export')
|
|
self.assertEqual('', task.workload_tag)
|
|
task.start()
|
|
# Not captured on start().
|
|
self.assertEqual('', task.config['workloadTag'])
|
|
export_args = mock_cloud_api_resource.projects().table().export.call_args
|
|
self.assertNotIn('workloadTag', export_args[1]['body'])
|
|
|
|
ee.data.resetWorkloadTag(True)
|
|
|
|
|
|
if __name__ == '__main__':
|
|
unittest.main()
|