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598 lines
21 KiB
Python
598 lines
21 KiB
Python
#!/usr/bin/env python
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"""Test for the ee.batch module."""
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import copy
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import unittest
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import ee
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from ee import apitestcase
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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 BatchTestCase(apitestcase.ApiTestCase):
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"""A test case for batch functionality."""
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def setUp(self):
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super(BatchTestCase, self).setUp()
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self.start_call_params = None
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self.update_call_params = None
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def MockSend(path, params, unused_method=None, unused_raw=None):
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if path == '/newtaskid':
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return ['TESTTASKID']
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elif path == '/tasklist':
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return {'tasks': [TASK_STATUS_1.copy(), TASK_STATUS_2.copy()]}
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elif path == '/taskstatus':
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if params['q'] == TASK_STATUS_1['id']:
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return [TASK_STATUS_1.copy()]
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elif params['q'] == TASK_STATUS_2['id']:
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return [TASK_STATUS_2.copy()]
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else:
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return [{
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'creation_timestamp_ms': 0,
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'id': params['q'],
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'state': 'UNKNOWN'
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}]
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elif path == '/processingrequest':
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self.start_call_params = params
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return {'started': 'OK'}
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elif path == '/updatetask':
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self.update_call_params = params
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return {'updated': 'OK'}
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else:
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raise Exception('Unexpected API call to %s with %s' % (path, params))
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ee.data.send_ = MockSend
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def testTaskList(self):
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"""Verifies the return value of Task.list()."""
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tasks = ee.batch.Task.list()
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self.assertEquals(2, len(tasks))
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self.assertEquals(TASK_STATUS_1['id'], tasks[0].id)
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self.assertEquals(TASK_STATUS_1['task_type'], tasks[0].config['type'])
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self.assertEquals(TASK_STATUS_2['id'], tasks[1].id)
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def testTaskStatus(self):
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"""Verifies the return value of Task.status()."""
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tasks = ee.batch.Task.list()
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self.assertEquals(
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{
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'state': 'RUNNING',
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'creation_timestamp_ms': 7,
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'update_timestamp_ms': 42,
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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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'start_timestamp_ms': 13,
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'task_type': 'EXPORT_IMAGE',
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}, tasks[0].status())
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self.assertTrue(tasks[0].active())
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self.assertEquals(
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{
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'state': 'FAILED',
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'creation_timestamp_ms': 17,
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'update_timestamp_ms': 142,
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'error_message': 'Explosions.',
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'description': 'SecondTestTask',
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'id': 'TEST2',
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'start_timestamp_ms': 113,
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'task_type': 'EXPORT_FEATURES',
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}, tasks[1].status())
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self.assertFalse(tasks[1].active())
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new_task = ee.batch.Export.table(ee.FeatureCollection('foo'))
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self.assertEquals({
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'state': 'UNSUBMITTED',
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'creation_timestamp_ms': 0,
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'id': 'TESTTASKID',
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}, new_task.status())
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self.assertFalse(new_task.active())
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def testTaskStart(self):
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"""Verifies that Task.start() calls the server appropriately."""
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task = ee.batch.Export.table(ee.FeatureCollection('foo'), 'bar')
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task.start()
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self.assertEquals('TESTTASKID', self.start_call_params['id'])
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self.assertEquals('bar', self.start_call_params['description'])
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def testTaskCancel(self):
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"""Verifies that Task.cancel() calls the server appropriately."""
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task = ee.batch.Task.list()[0]
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task.cancel()
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self.assertEquals('TEST1', self.update_call_params['id'])
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self.assertEquals('CANCEL', self.update_call_params['action'])
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def testStringRepresentation(self):
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"""Verifies the string representation of tasks."""
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tasks = ee.batch.Task.list()
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self.assertEquals(
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'<Task EXPORT_IMAGE: FirstTestTask (RUNNING)>', str(tasks[0]))
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self.assertEquals(
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'<Task EXPORT_FEATURES: SecondTestTask (FAILED)>', str(tasks[1]))
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new_task = ee.batch.Export.table(ee.FeatureCollection('foo'), 'bar')
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self.assertEquals(
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'<Task EXPORT_FEATURES: bar (UNSUBMITTED)>', str(new_task))
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self.assertEquals(
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'<Task "foo">', str(ee.batch.Task('foo')))
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def testExportImageTrivialRegion(self):
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"""Verifies the task created by Export.image() with a trivial region."""
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task = ee.batch.Export.image.toAsset(
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ee.Image(42),
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assetId='user/foo/bar',
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region=[0, 0, 1, 0, 1, 1],
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scale=1000)
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self.assertEquals('TESTTASKID', task.id)
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self.assertEquals({
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'assetId': 'user/foo/bar',
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'description': 'myExportImageTask',
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'json': ee.Image(42).serialize(),
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'region': '[0, 0, 1, 0, 1, 1]',
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'scale': 1000,
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'state': 'UNSUBMITTED',
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'type': 'EXPORT_IMAGE'
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}, task.config)
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def testExportImage(self):
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"""Verifies the task created by Export.image()."""
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region = ee.Geometry.Rectangle(1, 2, 3, 4)
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config = dict(region=region['coordinates'], maxPixels=10**10,
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crs='foo', crs_transform='bar')
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task = ee.batch.Export.image(ee.Image(1), 'TestDescription', config)
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self.assertEquals('TESTTASKID', task.id)
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self.assertEquals(
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{
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'type': 'EXPORT_IMAGE',
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'state': 'UNSUBMITTED',
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'json': ee.Image(1).serialize(),
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'description': 'TestDescription',
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'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
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'driveFileNamePrefix': 'TestDescription',
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'maxPixels': 10**10,
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'crs': 'foo',
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'crs_transform': 'bar',
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},
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task.config)
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def testExportImageToAsset(self):
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"""Verifies the Asset export task created by Export.image.toAsset()."""
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config = dict(
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image=ee.Image(1), assetId='user/foo/bar',
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pyramidingPolicy={'B1': 'min'})
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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'], assetId=config['assetId'],
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pyramidingPolicy=config['pyramidingPolicy'])
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self.assertEquals('TESTTASKID', task_keyed.id)
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self.assertEquals(
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{
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'type': 'EXPORT_IMAGE',
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'state': 'UNSUBMITTED',
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'json': config['image'].serialize(),
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'description': 'myExportImageTask',
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'assetId': config['assetId'],
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'pyramidingPolicy': config['pyramidingPolicy']
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}, task_keyed.config)
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task_ordered = ee.batch.Export.image.toAsset(
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config['image'], 'TestDescription', config['assetId'], maxPixels=1000)
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self.assertEquals(
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{
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'type': 'EXPORT_IMAGE',
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'state': 'UNSUBMITTED',
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'json': config['image'].serialize(),
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'description': 'TestDescription',
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'assetId': config['assetId'],
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'maxPixels': 1000
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}, task_ordered.config)
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def testExportImageToCloudStorage(self):
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"""Verifies the Cloud Storge export task created by Export.image()."""
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region = ee.Geometry.Rectangle(1, 2, 3, 4)
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config = dict(region=region['coordinates'], 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',
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config['outputBucket'], None, None,
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config['region'], None, None, None, config['maxPixels'])
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self.assertEquals('TESTTASKID', task.id)
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self.assertEquals(
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{
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'type': 'EXPORT_IMAGE',
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'state': 'UNSUBMITTED',
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'json': ee.Image(1).serialize(),
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'description': 'TestDescription',
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'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
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'outputBucket': 'test-bucket',
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'maxPixels': 10**10,
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},
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task.config)
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def testUnknownFileFormat(self):
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self.assertRaisesRegexp(ee.EEException, '.*file format.*',
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ee.batch.ConvertFormatSpecificParams,
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{'fileFormat': 'mp3'})
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def testFormatParamSpecifiedTwice(self):
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self.assertRaisesRegexp(ee.EEException, '.*at least twice.*',
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ee.batch.ConvertFormatSpecificParams, {
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'cloudOptimized': False,
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'formatOptions': {
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'cloudOptimized': True
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}
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})
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def testDisallowedFormatPrefix(self):
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self.assertRaisesRegexp(ee.EEException, '.*prefix \'tiff\' disallowed.*',
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ee.batch.ConvertFormatSpecificParams, {
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'tiffCloudOptimized': False,
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'formatOptions': {
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'cloudOptimized': True
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}
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})
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def testUnknownFormatOption(self):
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self.assertRaisesRegexp(ee.EEException, '.*not a valid option.*',
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ee.batch.ConvertFormatSpecificParams,
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{'formatOptions': {
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'garbage': 0
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}})
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def testConvertFormat(self):
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config = {
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'fieldA': 1,
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'fieldB': 3,
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'fileFormat': 'GEoTIFF',
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'formatOptions': {
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'cloudOptimized': False
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}
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}
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fixed_config = copy.copy(config)
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ee.batch.ConvertFormatSpecificParams(fixed_config)
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self.assertEquals(
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fixed_config, {
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'fieldA': 1,
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'fieldB': 3,
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'fileFormat': 'GEoTIFF',
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'tiffCloudOptimized': False
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})
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def testConvertFormatTfRecord(self):
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config = {
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'fileFormat': 'tfrecord',
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'formatOptions': {
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'patchDimensions': [10, 10],
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'compressed': True
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}
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}
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fixed_config = copy.copy(config)
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ee.batch.ConvertFormatSpecificParams(fixed_config)
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self.assertEquals(
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fixed_config, {
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'fileFormat': 'tfrecord',
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'tfrecordPatchDimensions': '10,10',
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'tfrecordCompressed': True
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})
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def testExportImageToGoogleDrive(self):
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"""Verifies the Drive destined task created by Export.table.toDrive()."""
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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), region=region['coordinates'], folder='foo',
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maxPixels=10**10, crsTransform='bar')
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self.assertEquals('TESTTASKID', drive_task_by_keys.id)
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self.assertEquals(
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{
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'type': 'EXPORT_IMAGE',
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'state': 'UNSUBMITTED',
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'json': ee.Image(1).serialize(),
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'description': 'myExportImageTask',
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'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
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'driveFileNamePrefix': 'myExportImageTask',
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'driveFolder': 'foo',
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'maxPixels': 10**10,
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'crs_transform': 'bar', # Transformed by _ConvertToServerParams.
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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, crs_transform='bar')
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self.assertEquals(
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{
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'type': 'EXPORT_IMAGE',
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'state': 'UNSUBMITTED',
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'json': ee.Image(1).serialize(),
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'description': 'myExportImageTask',
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'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
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'driveFileNamePrefix': 'fooExport',
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'driveFolder': 'foo',
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'maxPixels': 10**10,
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'crs_transform': 'bar', # Transformed by _ConvertToServerParams.
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},
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drive_task_with_old_keys.config)
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def testExportImageFileDimensions(self):
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"""Verifies proper handling of the fileDimensions parameter."""
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number_task = ee.batch.Export.image.toDrive(
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image=ee.Image(1), fileDimensions=100)
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self.assertEquals(100, number_task.config['fileDimensions'])
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tuple_task = ee.batch.Export.image.toDrive(
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image=ee.Image(1), fileDimensions=(100, 200))
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self.assertEquals('100,200', tuple_task.config['fileDimensions'])
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def testExportMapToCloudStorage(self):
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"""Verifies the task created by Export.map.toCloudStorage()."""
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config = dict(
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image=ee.Image(1), bucket='test-bucket', maxZoom=7, path='foo/gcs/path')
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# Test keyed parameters.
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task_keyed = ee.batch.Export.map.toCloudStorage(
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image=config['image'], bucket=config['bucket'],
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maxZoom=config['maxZoom'], path=config['path'])
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self.assertEquals('TESTTASKID', task_keyed.id)
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self.assertEquals(
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{
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'type': 'EXPORT_TILES',
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'state': 'UNSUBMITTED',
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'json': config['image'].serialize(),
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'description': 'myExportMapTask',
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'outputBucket': config['bucket'],
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'maxZoom': config['maxZoom'],
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'outputPrefix': config['path'],
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'writePublicTiles': True,
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'fileFormat': 'auto'
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}, task_keyed.config)
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# Test ordered parameters.
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task_ordered = ee.batch.Export.map.toCloudStorage(
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config['image'], 'TestDescription', config['bucket'], 'jpeg', None,
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False, None, 30)
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self.assertEquals(
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{
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'type': 'EXPORT_TILES',
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'state': 'UNSUBMITTED',
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'json': config['image'].serialize(),
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'description': 'TestDescription',
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'outputBucket': config['bucket'],
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'outputPrefix': 'TestDescription',
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'scale': 30,
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'writePublicTiles': False,
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'fileFormat': 'jpeg'
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}, task_ordered.config)
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def testExportTable(self):
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"""Verifies the task created by Export.table()."""
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task = ee.batch.Export.table(ee.FeatureCollection('drive test FC'))
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self.assertEquals('TESTTASKID', task.id)
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self.assertEquals(
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{
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'type': 'EXPORT_FEATURES',
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'state': 'UNSUBMITTED',
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'json': ee.FeatureCollection('drive test FC').serialize(),
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'description': 'myExportTableTask',
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'driveFileNamePrefix': 'myExportTableTask',
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'fileFormat': 'CSV',
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},
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task.config)
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def testExportTableSelectors(self):
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"""Verifies that table export accepts a list or tuple of selectors."""
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task = ee.batch.Export.table.toCloudStorage(
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collection=ee.FeatureCollection('foo'),
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selectors=['ab', 'bb', 'c'])
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self.assertEquals('ab,bb,c', task.config['selectors'])
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task = ee.batch.Export.table.toCloudStorage(
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collection=ee.FeatureCollection('foo'),
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selectors=('x', 'y'))
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self.assertEquals('x,y', task.config['selectors'])
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# Single string should work too.
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task = ee.batch.Export.table.toCloudStorage(
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collection=ee.FeatureCollection('foo'),
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selectors='ab,cd,ef')
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self.assertEquals('ab,cd,ef', task.config['selectors'])
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def testExportTableToCloudStorage(self):
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"""Verifies the Cloud Storage task created by Export.table()."""
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task = ee.batch.Export.table.toCloudStorage(
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collection=ee.FeatureCollection('foo'), outputBucket='test-bucket')
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self.assertEquals('TESTTASKID', task.id)
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self.assertEquals(
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{
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'type': 'EXPORT_FEATURES',
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'state': 'UNSUBMITTED',
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'json': ee.FeatureCollection('foo').serialize(),
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'description': 'myExportTableTask',
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'outputBucket': 'test-bucket',
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'fileFormat': 'CSV',
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},
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task.config)
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def testExportTableToGoogleDrive(self):
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"""Verifies the Drive destined task created by Export.table.toDrive()."""
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test_collection = ee.FeatureCollection('foo')
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test_description = 'TestDescription'
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test_file_name_prefix = 'fooDriveFileNamePrefix'
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test_format = 'KML'
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expected_config = {
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'type': 'EXPORT_FEATURES',
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'state': 'UNSUBMITTED',
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'json': test_collection.serialize(),
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'description': test_description,
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'driveFileNamePrefix': test_file_name_prefix,
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'fileFormat': test_format,
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}
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# Ordered parameters
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task_ordered = ee.batch.Export.table.toDrive(
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test_collection, test_description,
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None, test_file_name_prefix, test_format)
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self.assertEquals('TESTTASKID', task_ordered.id)
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self.assertEquals(expected_config, task_ordered.config)
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# Updating expectations to test keyed parameters
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expected_config.update({
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'fileFormat': 'CSV',
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'description': 'myExportTableTask',
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'driveFolder': 'fooFolder'
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})
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# Test that deprecated parameters (driveFolder and driveFileNamePrefix)
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# still work.
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task_old_keys = ee.batch.Export.table.toDrive(
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collection=test_collection, driveFolder='fooFolder',
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driveFileNamePrefix='fooDriveFileNamePrefix')
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self.assertEquals(expected_config, task_old_keys.config)
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# Test that new parameters work
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task_new_keys = ee.batch.Export.table.toDrive(
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collection=test_collection, folder='fooFolder',
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fileNamePrefix='fooDriveFileNamePrefix')
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self.assertEquals(expected_config, task_new_keys.config)
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def testExportTableToAsset(self):
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"""Verifies the export task created by Export.table.toAsset()."""
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task = ee.batch.Export.table.toAsset(
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collection=ee.FeatureCollection('foo'), assetId='users/foo/bar')
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self.assertEquals('TESTTASKID', task.id)
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self.assertEquals(
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{
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'type': 'EXPORT_FEATURES',
|
|
'state': 'UNSUBMITTED',
|
|
'json': ee.FeatureCollection('foo').serialize(),
|
|
'description': 'myExportTableTask',
|
|
'assetId': 'users/foo/bar'
|
|
},
|
|
task.config)
|
|
|
|
def testExportVideo(self):
|
|
"""Verifies the task created by Export.video()."""
|
|
region = ee.Geometry.Rectangle(1, 2, 3, 4)
|
|
config = dict(region=region['coordinates'], dimensions=16)
|
|
collection = ee.ImageCollection([ee.Image(1), ee.Image(2)])
|
|
task = ee.batch.Export.video(collection, 'TestVideoName', config)
|
|
self.assertEquals('TESTTASKID', task.id)
|
|
# Defaults the destination to Drive.
|
|
self.assertEquals(
|
|
{
|
|
'type': 'EXPORT_VIDEO',
|
|
'state': 'UNSUBMITTED',
|
|
'json': collection.serialize(),
|
|
'description': 'TestVideoName',
|
|
'crs': 'SR-ORG:6627',
|
|
'driveFileNamePrefix': 'TestVideoName',
|
|
'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
|
|
'dimensions': 16
|
|
},
|
|
task.config)
|
|
|
|
config['outputBucket'] = 'test-bucket'
|
|
gcs_task = ee.batch.Export.video(collection, 'TestVideoName', config)
|
|
self.assertEquals(
|
|
{
|
|
'type': 'EXPORT_VIDEO',
|
|
'state': 'UNSUBMITTED',
|
|
'json': collection.serialize(),
|
|
'description': 'TestVideoName',
|
|
'crs': 'SR-ORG:6627',
|
|
'outputBucket': 'test-bucket',
|
|
'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
|
|
'dimensions': 16
|
|
},
|
|
gcs_task.config)
|
|
|
|
def testExportVideoToCloudStorage(self):
|
|
"""Verifies the task created by Export.video.toCloudStorage()."""
|
|
region = ee.Geometry.Rectangle(1, 2, 3, 4)
|
|
collection = ee.ImageCollection([ee.Image(1), ee.Image(2)])
|
|
expected_config = {
|
|
'type': 'EXPORT_VIDEO',
|
|
'state': 'UNSUBMITTED',
|
|
'json': collection.serialize(),
|
|
'description': 'TestVideoName',
|
|
'outputBucket': 'test-bucket',
|
|
'outputPrefix': 'TestVideoName',
|
|
'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
|
|
'dimensions': 16,
|
|
'crs_transform': 'bar', # Transformed by _ConvertToServerParams.
|
|
'crs': 'foo'
|
|
}
|
|
|
|
# Test keyed parameters.
|
|
task_keyed = ee.batch.Export.video.toCloudStorage(
|
|
collection=collection,
|
|
description='TestVideoName',
|
|
bucket='test-bucket',
|
|
dimensions=16,
|
|
region=region['coordinates'],
|
|
crsTransform='bar',
|
|
crs='foo')
|
|
self.assertEquals('TESTTASKID', task_keyed.id)
|
|
self.assertEquals(expected_config, task_keyed.config)
|
|
|
|
# Test orderd parameters.
|
|
task_ordered = ee.batch.Export.video.toCloudStorage(
|
|
collection, 'TestVideoName', 'test-bucket', None, None, 16,
|
|
region['coordinates'], None, 'foo', 'bar')
|
|
self.assertEquals(expected_config, task_ordered.config)
|
|
|
|
def testExportVideoToDrive(self):
|
|
"""Verifies the task created by Export.video.toDrive()."""
|
|
region = ee.Geometry.Rectangle(1, 2, 3, 4)
|
|
collection = ee.ImageCollection([ee.Image(1), ee.Image(2)])
|
|
expected_config = {
|
|
'type': 'EXPORT_VIDEO',
|
|
'state': 'UNSUBMITTED',
|
|
'json': collection.serialize(),
|
|
'description': 'TestVideoName',
|
|
'crs': 'SR-ORG:6627',
|
|
'driveFolder': 'test-folder',
|
|
'driveFileNamePrefix': 'TestVideoName',
|
|
'region': '[[[1, 4], [1, 2], [3, 2], [3, 4]]]',
|
|
'dimensions': 16,
|
|
'crs_transform': 'bar'
|
|
}
|
|
|
|
# Test keyed parameters.
|
|
task_keyed = ee.batch.Export.video.toDrive(
|
|
collection=collection,
|
|
description='TestVideoName',
|
|
folder='test-folder',
|
|
dimensions=16,
|
|
crsTransform='bar',
|
|
region=region['coordinates'])
|
|
self.assertEquals('TESTTASKID', task_keyed.id)
|
|
self.assertEquals(expected_config, task_keyed.config)
|
|
|
|
# Test orderd parameters.
|
|
task_ordered = ee.batch.Export.video.toDrive(
|
|
collection, 'TestVideoName', 'test-folder', None, None, 16,
|
|
region['coordinates'], None, 'SR-ORG:6627', 'bar')
|
|
self.assertEquals(expected_config, task_ordered.config)
|
|
|
|
|
|
|
|
if __name__ == '__main__':
|
|
unittest.main()
|