GCP support via Dataproc
Open
Nobody has claimed this yet.
- Dominant language
- Scala
- Stars
- 128
- Forks
- 21
- PR merge metrics
- No merged PRs in 30d
Description
Opening this issue to add support to Google Cloud Dataproc for Avro2TF.
- Add initialization action
- Create example (Read BigQuery table (Public Datasets), export table to Avro format and use Avro2TF to generate TF records).
- Train a model using TF records.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the linked Dataproc initialization actions and the Avro2TF usage needed after exporting a BigQuery public-dataset table to Avro. Done means a Dataproc initialization action exists, the BigQuery-to-Avro-to-TF-record example is documented, and the resulting TF records are used to train a model.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- gcp, scala, tensorflow
- Domain
- cloud, data-engineering, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100