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jklegar merged 6 commits into from
Jan 27, 2021
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Azure example terraform #1274

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0eeaa65
example terraform for azure
jklegar Dec 29, 2020
b21302b
azure tf adjustments
jklegar Jan 14, 2021
3717711
more adjustments
jklegar Jan 19, 2021
f7a2ce9
changes to example notebook
jklegar Jan 19, 2021
f438086
add default aks namespace
jklegar Jan 20, 2021
5e93fbb
remove extra print statement
jklegar Jan 27, 2021
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changes to example notebook 
Signed-off-by: Jacob Klegar <jacob@tecton.ai>
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@jklegar
jklegar committed Jan 27, 2021
commit f7a2ce995a757fed03ed27dfbe47c7dc74e02583
16 changes: 16 additions & 0 deletions examples/minimal/minimal_ride_hailing.ipynb
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Expand Up @@ -571,6 +571,16 @@
" files = [\"s3://\" + path for path in fs.glob(uri + '/part-*')]\n",
" ds = ParquetDataset(files, filesystem=fs)\n",
" return ds.read().to_pandas()\n",
" elif parsed_uri.scheme == 'wasbs':\n",
" import adlfs\n",
" fs = adlfs.AzureBlobFileSystem(\n",
" account_name=os.getenv('FEAST_AZURE_BLOB_ACCOUNT_NAME'), account_key=os.getenv('FEAST_AZURE_BLOB_ACCOUNT_ACCESS_KEY')\n",
" )\n",
" uripath = parsed_uri.username + parsed_uri.path\n",
" files = fs.glob(uripath + '/part-*')\n",
" print(files)\n",
" ds = ParquetDataset(files, filesystem=fs)\n",
" return ds.read().to_pandas()\n",
" else:\n",
" raise ValueError(f\"Unsupported URL scheme {uri}\")"
]
Expand Down Expand Up @@ -1275,6 +1285,12 @@
"metadata": {},
"outputs": [],
"source": [
"# Note: depending on the Kafka configuration you may need to create the Kafka topic first, like below:\n",
"#from confluent_kafka.admin import AdminClient, NewTopic\n",
"#admin = AdminClient({'bootstrap.servers': KAFKA_BROKER})\n",
"#new_topic = NewTopic('driver_trips', num_partitions=1, replication_factor=3)\n",
"#admin.create_topics(new_topic)\n",
"\n",
"for record in trips_df.drop(columns=['created']).to_dict('record'):\n",
" record[\"datetime\"] = (\n",
" record[\"datetime\"].to_pydatetime().replace(tzinfo=pytz.utc)\n",
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6 changes: 6 additions & 0 deletions infra/terraform/azure/README.md
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Expand Up @@ -29,3 +29,9 @@ terraform {
```

3. Use `terraform apply -var-file="my.tfvars"` to deploy.

Note: to get the list of Kafka brokers needed for streaming ingestion, use

`curl -sS -u <Kafka gateway username>:<Kafka gateway password> -G https://<Kafka cluster name>.azurehdinsight.net/api/v1/clusters/<Kafka cluster name>/services/KAFKA/components/KAFKA_BROKER | jq -r '["\(.host_components[].HostRoles.host_name):9092"] | join(",")'`

where the Kafka gateway username is <name_prefix>-kafka-gateway, the Kafka cluster name is <name_prefix>-kafka, and the Kafka gateway password is a kubectl secret under the name feast-kafka-gateway.