8000 Fix py2-3 compat issue in sending bytestring (#878) · comcomhanb/python-docs-samples@559c791 · GitHub
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Fix py2-3 compat issue in sending bytestring (GoogleCloudPlatform#878)
* Fix py2-3 compat issue in sending bytestring * unmark test_predict_examples as slow * Move data to resources * Make test_census_example_bytes non-trivial * Fix linter * b64 encoded string must be decoded to utf-8
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4 files changed

+15
-21
lines changed

4 files changed

+15
-21
lines changed

‎ml_engine/online_prediction/predict.py

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -89,7 +89,7 @@ def predict_examples(project,
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response = service.projects().predict(
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name=name,
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body={'instances': [
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{'b64': base64.b64encode(example_bytes)}
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{'b64': base64.b64encode(example_bytes).decode('utf-8')}
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for example_bytes in example_bytes_list
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]}
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).execute()

‎ml_engine/online_prediction/predict_test.py

Lines changed: 13 additions & 20 deletions
Original file line numberDiff line numberDiff line change
@@ -14,7 +14,7 @@
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"""Tests for predict.py ."""
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import base64
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import json
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import pytest
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@@ -25,27 +25,20 @@
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JSON_VERSION = 'v1json'
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EXAMPLES_VERSION = 'v1example'
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PROJECT =< 10000 /span> 'python-docs-samples-tests'
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JSON = {
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'age': 25,
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'workclass': ' Private',
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'education': ' 11th',
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'education_num': 7,
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'marital_status': ' Never-married',
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'occupation': ' Machine-op-inspct',
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'relationship': ' Own-child',
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'race': ' Black',
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'gender': ' Male',
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'capital_gain': 0,
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'capital_loss': 0,
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'hours_per_week': 40,
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'native_country': ' United-States'
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}
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EXPECTED_OUTPUT = {
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u'confidence': 0.7760371565818787,
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u'predictions': u' <=50K'
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}
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with open('resources/census_test_data.json') as f:
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JSON = json.load(f)
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with open('resources/census_example_bytes.pb', 'rb') as f:
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BYTESTRING = f.read()
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def test_predict_json():
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result = predict.predict_json(
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PROJECT, MODEL, [JSON, JSON], version=JSON_VERSION)
@@ -60,13 +53,13 @@ def test_predict_json_error():
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@pytest.mark.slow
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def test_census_example_to_bytes():
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import tensorflow as tf
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b = predict.census_to_example_bytes(JSON)
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assert base64.b64encode(b) is not None
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assert tf.train.Example.FromString(b) == tf.train.Example.FromString(
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BYTESTRING)
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@pytest.mark.slow
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def test_predict_examples():
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b = predict.census_to_example_bytes(JSON)
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result = predict.predict_examples(
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PROJECT, MODEL, [b, b], version=EXAMPLES_VERSION)
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PROJECT, MODEL, [BYTESTRING, BYTESTRING], version=EXAMPLES_VERSION)
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assert [EXPECTED_OUTPUT, EXPECTED_OUTPUT] == result

‎ml_engine/online_prediction/resources/census_example_bytes.pb

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‎ml_engine/online_prediction/resources/census_test_data.json

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1 @@
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{"hours_per_week": 40, "native_country": " United-States", "relationship": " Own-child", "capital_loss": 0, "education": " 11th", "capital_gain": 0, "occupation": " Machine-op-inspct", "workclass": " Private", "gender": " Male", "age": 25, "marital_status": " Never-married", "race": " Black", "education_num": 7}

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