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gradle task for tensor RT example E2E test #2

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merged 5 commits into from
Sep 7, 2022
Merged

gradle task for tensor RT example E2E test #2

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8ac1d10
gradle task for tensor RT example E2E test
AnandInguva Aug 10, 2022
4fabc51
Update input path and docker image
AnandInguva Sep 6, 2022
700e528
Add no_use_multiple_sdk_containers
AnandInguva Sep 6, 2022
811ee31
Add disk_size_gb for the example to work on Dataflow with Custom Image
AnandInguva Sep 7, 2022
72f89a7
Add inference test to Python 3.8. Also add TODO for py37, py39
AnandInguva Sep 7, 2022
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2 changes: 2 additions & 0 deletions build.gradle.kts
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Original file line number Diff line number Diff line change
Expand Up @@ -325,6 +325,8 @@ tasks.register("python38PostCommit") {
dependsOn(":sdks:python:test-suites:direct:py38:postCommitIT")
dependsOn(":sdks:python:test-suites:direct:py38:hdfsIntegrationTest")
dependsOn(":sdks:python:test-suites:portable:py38:postCommitPy38")
// TODO: https://github.com/apache/beam/issues/22651
dependsOn(":sdks:python:test-suites:dataflow:py38:inferencePostCommitIT")
}

tasks.register("python39PostCommit") {
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35 changes: 35 additions & 0 deletions sdks/python/test-suites/dataflow/common.gradle
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Expand Up @@ -364,3 +364,38 @@ task validatesContainer() {
}
}
}

def tensorRTTests = tasks.create("tensorRTtests") {
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dependsOn 'installGcpTest'
dependsOn ':sdks:python:sdist'
doLast {
def testOpts = basicPytestOpts
def argMap = [
"runner": "DataflowRunner",
"machine_type":"n1-standard-4",
"sdk_container_image": "us.gcr.io/apache-beam-testing/python-postcommit-it/tensor_rt:latest",
"sdk_location": files(configurations.distTarBall.files).singleFile,
"project": "apache-beam-testing",
"region": "us-central1",
"input": "gs://apache-beam-ml/testing/inputs/tensorrt_image_file_names.txt",
"output": "gs://apache-beam-ml/outputs/tensorrt_predictions.txt",
"engine_path": "gs://apache-beam-ml/models/ssd_mobilenet_v2_320x320_coco17_tpu-8.trt",
"disk_size_gb": 75
]
def cmdArgs = mapToArgString(argMap)
exec {
executable 'sh'
args '-c', ". ${envdir}/bin/activate && pip install pillow && python -m apache_beam.examples.inference.tensorrt_object_detection $cmdArgs --experiment='worker_accelerator=type:nvidia-tesla-t4;count:1;install-nvidia-driver' --experiment=no_use_multiple_sdk_containers"
}
}
}

// add all RunInference E2E tests that run on DataflowRunner
// As of now, this test suite is enable in py38 suite as the base NVIDIA image used for Tensor RT
// contains Python 3.8.
// TODO: https://github.com/apache/beam/issues/22651
project.tasks.register("inferencePostCommitIT") {
dependsOn = [
'tensorRTtests',
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]
}