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yoshi-automationBenjamin E. Coe
yoshi-automation
authored and
Benjamin E. Coe
committed
refactor: changes formatting of a variety of statements
1 parent 6b20cee commit 9cc045c

18 files changed

Lines changed: 54 additions & 162 deletions

‎automl/snippets/language/entity-extraction/predict.v1beta1.js‎

Lines changed: 3 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -62,19 +62,13 @@ async function main(
6262
`\tPredicted text extract entity type: ${result.displayName}`
6363
);
6464
console.log(
65-
`\tPredicted text extract entity content: ${
66-
result.textExtraction.textSegment.content
67-
}`
65+
`\tPredicted text extract entity content: ${result.textExtraction.textSegment.content}`
6866
);
6967
console.log(
70-
`\tPredicted text start offset: ${
71-
result.textExtraction.textSegment.startOffset
72-
}`
68+
`\tPredicted text start offset: ${result.textExtraction.textSegment.startOffset}`
7369
);
7470
console.log(
75-
`\tPredicted text end offset: ${
76-
result.textExtraction.textSegment.endOffset
77-
}`
71+
`\tPredicted text end offset: ${result.textExtraction.textSegment.endOffset}`
7872
);
7973
console.log(
8074
`\tPredicted text score: ${result.textExtraction.score} \n`

‎automl/snippets/language/sentiment-analysis/predict.v1beta1.js‎

Lines changed: 1 addition & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -64,9 +64,7 @@ async function main(
6464
}
6565
if (responses[0].metadata.sentiment_score) {
6666
console.log(
67-
`\tNormalized sentiment score: ${
68-
responses[0].metadata.sentiment_score
69-
}`
67+
`\tNormalized sentiment score: ${responses[0].metadata.sentiment_score}`
7068
);
7169
}
7270
})

‎automl/snippets/tables/display-evaluation.v1beta1.js‎

Lines changed: 3 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -125,19 +125,13 @@ async function main(
125125
const regressionMetrics =
126126
modelEvaluation.regressionEvaluationMetrics;
127127
console.log(
128-
`\tModel root mean squared error: ${
129-
regressionMetrics.rootMeanSquaredError
130-
}`
128+
`\tModel root mean squared error: ${regressionMetrics.rootMeanSquaredError}`
131129
);
132130
console.log(
133-
`\tModel mean absolute error: ${
134-
regressionMetrics.meanAbsoluteError
135-
}`
131+
`\tModel mean absolute error: ${regressionMetrics.meanAbsoluteError}`
136132
);
137133
console.log(
138-
`\tModel mean absolute percentage error: ${
139-
regressionMetrics.meanAbsolutePercentageError
140-
}`
134+
`\tModel mean absolute percentage error: ${regressionMetrics.meanAbsolutePercentageError}`
141135
);
142136
console.log(`\tModel rsquared: ${regressionMetrics.rSquared}`);
143137
}

‎automl/snippets/tables/get-model-evaluation.v1beta1.js‎

Lines changed: 8 additions & 24 deletions
Original file line numberDiff line numberDiff line change
@@ -100,9 +100,7 @@ async function main(
100100
)} %`
101101
);
102102
console.log(
103-
`\t\tModel false positive rate: ${
104-
confidenceMetricsEntry.falsePositiveRate
105-
}`
103+
`\t\tModel false positive rate: ${confidenceMetricsEntry.falsePositiveRate}`
106104
);
107105
console.log(
108106
`\t\tModel f1 score: ${math.round(
@@ -123,9 +121,7 @@ async function main(
123121
)} %`
124122
);
125123
console.log(
126-
`\t\tModel false positive rate@1: ${
127-
confidenceMetricsEntry.falsePositiveRateAt1
128-
}`
124+
`\t\tModel false positive rate@1: ${confidenceMetricsEntry.falsePositiveRateAt1}`
129125
);
130126
console.log(
131127
`\t\tModel f1 score@1: ${math.round(
@@ -134,24 +130,16 @@ async function main(
134130
)} %`
135131
);
136132
console.log(
137-
`\t\tModel true positive count: ${
138-
confidenceMetricsEntry.truePositiveCount
139-
}`
133+
`\t\tModel true positive count: ${confidenceMetricsEntry.truePositiveCount}`
140134
);
141135
console.log(
142-
`\t\tModel false positive count: ${
143-
confidenceMetricsEntry.falsePositiveCount
144-
}`
136+
`\t\tModel false positive count: ${confidenceMetricsEntry.falsePositiveCount}`
145137
);
146138
console.log(
147-
`\t\tModel false negative count: ${
148-
confidenceMetricsEntry.falseNegativeCount
149-
}`
139+
`\t\tModel false negative count: ${confidenceMetricsEntry.falseNegativeCount}`
150140
);
151141
console.log(
152-
`\t\tModel true negative count: ${
153-
confidenceMetricsEntry.trueNegativeCount
154-
}`
142+
`\t\tModel true negative count: ${confidenceMetricsEntry.trueNegativeCount}`
155143
);
156144
console.log(`\n`);
157145
}
@@ -162,17 +150,13 @@ async function main(
162150
} else if (regressionMetrics) {
163151
console.log(`Table regression evaluation metrics:`);
164152
console.log(
165-
`\tModel root mean squared error: ${
166-
regressionMetrics.rootMeanSquaredError
167-
}`
153+
`\tModel root mean squared error: ${regressionMetrics.rootMeanSquaredError}`
168154
);
169155
console.log(
170156
`\tModel mean absolute error: ${regressionMetrics.meanAbsoluteError}`
171157
);
172158
console.log(
173-
`\tModel mean absolute percentage error: ${
174-
regressionMetrics.meanAbsolutePercentageError
175-
}`
159+
`\tModel mean absolute percentage error: ${regressionMetrics.meanAbsolutePercentageError}`
176160
);
177161
console.log(`\tModel rSquared: ${regressionMetrics.rSquared}`);
178162
}

‎automl/snippets/tables/get-model.v1beta1.js‎

Lines changed: 1 addition & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -47,9 +47,7 @@ async function main(
4747
console.log(`Dataset Id: ${model.datasetId}`);
4848
console.log(`Tables model metadata: `);
4949
console.log(
50-
`\tTraining budget: ${
51-
model.tablesModelMetadata.trainBudgetMilliNodeHours
52-
}`
50+
`\tTraining budget: ${model.tablesModelMetadata.trainBudgetMilliNodeHours}`
5351
);
5452
console.log(
5553
`\tTraining cost: ${model.tablesModelMetadata.trainCostMilliNodeHours}`

‎automl/snippets/tables/list-column-specs.v1beta1.js‎

Lines changed: 1 addition & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -59,9 +59,7 @@ async function main(
5959
console.log(`Column display name: ${column[i].displayName}`);
6060
console.log(`Column datatype: ${column[i].dataType.typeCode}`);
6161
console.log(
62-
`Column distinct value count: ${
63-
column[i].dataStats.distinctValueCount
64-
}`
62+
`Column distinct value count: ${column[i].dataStats.distinctValueCount}`
6563
);
6664
console.log(`\n`);
6765
}

‎automl/snippets/tables/list-model-evaluations.v1beta1.js‎

Lines changed: 9 additions & 27 deletions
Original file line numberDiff line numberDiff line change
@@ -97,9 +97,7 @@ async function main(
9797
)} %`
9898
);
9999
console.log(
100-
`\t\tModel false positive rate: ${
101-
confidenceMetricsEntry.falsePositiveRate
102-
}`
100+
`\t\tModel false positive rate: ${confidenceMetricsEntry.falsePositiveRate}`
103101
);
104102
console.log(
105103
`\t\tModel f1 score: ${math.round(
@@ -120,9 +118,7 @@ async function main(
120118
)} %`
121119
);
122120
console.log(
123-
`\t\tModel false positive rate@1: ${
124-
confidenceMetricsEntry.falsePositiveRateAt1
125-
}`
121+
`\t\tModel false positive rate@1: ${confidenceMetricsEntry.falsePositiveRateAt1}`
126122
);
127123
console.log(
128124
`\t\tModel f1 score@1: ${math.round(
@@ -131,24 +127,16 @@ async function main(
131127
)} %`
132128
);
133129
console.log(
134-
`\t\tModel true positive count: ${
135-
confidenceMetricsEntry.truePositiveCount
136-
}`
130+
`\t\tModel true positive count: ${confidenceMetricsEntry.truePositiveCount}`
137131
);
138132
console.log(
139-
`\t\tModel false positive count: ${
140-
confidenceMetricsEntry.falsePositiveCount
141-
}`
133+
`\t\tModel false positive count: ${confidenceMetricsEntry.falsePositiveCount}`
142134
);
143135
console.log(
144-
`\t\tModel false negative count: ${
145-
confidenceMetricsEntry.falseNegativeCount
146-
}`
136+
`\t\tModel false negative count: ${confidenceMetricsEntry.falseNegativeCount}`
147137
);
148138
console.log(
149-
`\t\tModel true negative count: ${
150-
confidenceMetricsEntry.trueNegativeCount
151-
}`
139+
`\t\tModel true negative count: ${confidenceMetricsEntry.trueNegativeCount}`
152140
);
153141
console.log(`\n`);
154142
}
@@ -159,19 +147,13 @@ async function main(
159147
} else if (regressionMetrics) {
160148
console.log(`Table regression evaluation metrics:`);
161149
console.log(
162-
`\tModel root mean squared error: ${
163-
regressionMetrics.rootMeanSquaredError
164-
}`
150+
`\tModel root mean squared error: ${regressionMetrics.rootMeanSquaredError}`
165151
);
166152
console.log(
167-
`\tModel mean absolute error: ${
168-
regressionMetrics.meanAbsoluteError
169-
}`
153+
`\tModel mean absolute error: ${regressionMetrics.meanAbsoluteError}`
170154
);
171155
console.log(
172-
`\tModel mean absolute percentage error: ${
173-
regressionMetrics.meanAbsolutePercentageError
174-
}`
156+
`\tModel mean absolute percentage error: ${regressionMetrics.meanAbsolutePercentageError}`
175157
);
176158
console.log(`\tModel rSquared: ${regressionMetrics.rSquared}`);
177159
}

‎automl/snippets/tables/list-models.v1beta1.js‎

Lines changed: 2 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -49,14 +49,10 @@ async function main(
4949
console.log(`Dataset Id: ${model[i].datasetId}`);
5050
console.log(`Tables model metadata:`);
5151
console.log(
52-
`\tTraining budget: ${
53-
model[i].tablesModelMetadata.trainBudgetMilliNodeHours
54-
}`
52+
`\tTraining budget: ${model[i].tablesModelMetadata.trainBudgetMilliNodeHours}`
5553
);
5654
console.log(
57-
`\tTraining cost: ${
58-
model[i].tablesModelMetadata.trainCostMilliNodeHours
59-
}`
55+
`\tTraining cost: ${model[i].tablesModelMetadata.trainCostMilliNodeHours}`
6056
);
6157
console.log(`Model deployment state: ${model[i].deploymentState}`);
6258
}

‎automl/snippets/translate/datasets/create-dataset.v1beta1.js‎

Lines changed: 2 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -53,14 +53,10 @@ async function main(projectId = 'YOUR_PROJECT_ID') {
5353
console.log(`Dataset example count: ${dataset.exampleCount}`);
5454
console.log(`Translation dataset specification:`);
5555
console.log(
56-
`\tSource language code: ${
57-
dataset.translationDatasetMetadata.sourceLanguageCode
58-
}`
56+
`\tSource language code: ${dataset.translationDatasetMetadata.sourceLanguageCode}`
5957
);
6058
console.log(
61-
`\tTarget language code: ${
62-
dataset.translationDatasetMetadata.targetLanguageCode
63-
}`
59+
`\tTarget language code: ${dataset.translationDatasetMetadata.targetLanguageCode}`
6460
);
6561
console.log(`Dataset create time:`);
6662
console.log(`\tseconds: ${dataset.createTime.seconds}`);

‎automl/snippets/translate/datasets/get-dataset.v1beta1.js‎

Lines changed: 2 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -44,14 +44,10 @@ async function main(
4444
console.log(`Dataset example count: ${dataset.exampleCount}`);
4545
console.log(`Translation dataset specification:`);
4646
console.log(
47-
`\tSource language code: ${
48-
dataset.translationDatasetMetadata.sourceLanguageCode
49-
}`
47+
`\tSource language code: ${dataset.translationDatasetMetadata.sourceLanguageCode}`
5048
);
5149
console.log(
52-
`\tTarget language code: ${
53-
dataset.translationDatasetMetadata.targetLanguageCode
54-
}`
50+
`\tTarget language code: ${dataset.translationDatasetMetadata.targetLanguageCode}`
5551
);
5652
console.log(`Dataset create time:`);
5753
console.log(`\tseconds: ${dataset.createTime.seconds}`);

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