GSP323 : Perform Foundational Data, ML, and AI Tasks in Google Cloud: Challenge Lab
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https://github.com/sanket9999/GSP323-Perform-Foundational-Data-ML-and-AI-Tasks-in-Google-Cloud-Challenge-Lab/blob/main/GSP323%20:%20Perform%20Foundational%20Data%2C%20ML%2C%20and%20AI%20Tasks%20in%20Google%20Cloud:%20Challenge%20Lab
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| // Task - 1 : Run a simple Dataflow job :- |
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| bq mk lab |
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| gsutil cp gs://cloud-training/gsp323/lab.csv . |
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| cat lab.csv |
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| gsutil cp gs://cloud-training/gsp323/lab.schema . |
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| cat lab.schema |
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| // Task - 2 : Run a simple Dataproc job :- |
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| // Has to be done mannually. |
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| // Task - 3 : Run a simple Dataprep job :- |
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| // Has to be done mannually. |
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| // Task - 4 : AI :- |
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| gcloud iam service-accounts create my-natlang-sa \ |
| --display-name "my natural language service account" |
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| gcloud iam service-accounts keys create ~/key.json \ |
| --iam-account my-natlang-sa@${GOOGLE_CLOUD_PROJECT}.iam.gserviceaccount.com |
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| export GOOGLE_APPLICATION_CREDENTIALS="/home/$USER/key.json" |
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| gcloud auth activate-service-account my-natlang-sa@${GOOGLE_CLOUD_PROJECT}.iam.gserviceaccount.com --key-file=$GOOGLE_APPLICATION_CREDENTIALS |
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| gcloud ml language analyze-entities --content="Old Norse texts portray Odin as one-eyed and long-bearded, frequently wielding a spear named Gungnir and wearing a cloak and a broad hat." > result.json |
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| gcloud auth login |
| (Copy the token from the link provided) |
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| gsutil cp result.json gs://YOUR_PROJECT-marking/task4-cnl.result |
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| // Create an API key and export as "API_KEY" variable. |
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| export API_KEY={Replace with API KEY} |
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| nano request.json |
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| { |
| "config": { |
| "encoding":"FLAC", |
| "languageCode": "en-US" |
| }, |
| "audio": { |
| "uri":"gs://cloud-training/gsp323/task4.flac" |
| } |
| } |
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| curl -s -X POST -H "Content-Type: application/json" --data-binary @request.json \ |
| "https://speech.googleapis.com/v1/speech:recognize?key=${API_KEY}" > result.json |
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| gsutil cp result.json gs://YOUR_PROJECT-marking/task4-gcs.result |
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| gcloud iam service-accounts create quickstart |
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| gcloud iam service-accounts keys create key.json --iam-account quickstart@${GOOGLE_CLOUD_PROJECT}.iam.gserviceaccount.com |
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| gcloud auth activate-service-account --key-file key.json |
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| export ACCESS_TOKEN=$(gcloud auth print-access-token) |
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| nano request.json |
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| { |
| "inputUri":"gs://spls/gsp154/video/chicago.mp4", |
| "features": [ |
| "TEXT_DETECTION" |
| ] |
| } |
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| curl -s -H 'Content-Type: application/json' \ |
| -H "Authorization: Bearer $ACCESS_TOKEN" \ |
| 'https://videointelligence.googleapis.com/v1/videos:annotate' \ |
| -d @request.json |
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| curl -s -H 'Content-Type: application/json' -H "Authorization: Bearer $ACCESS_TOKEN" 'https://videointelligence.googleapis.com/v1/operations/OPERATION_FROM_PREVIOUS_REQUEST' > result1.json |
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| GSP323 : Perform Foundational Data, ML, and AI Tasks in Google Cloud: Challenge Lab | ||
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