aws ci/cd

Signed-off-by: Oleg Avdeev <oleg.v.avdeev@gmail.com>

infra/charts/feast/charts/feast-jobservice/templates/deployment.yaml

@@ -71,11 +71,6 @@ spec:
           {{- end }}
         {{- end }}
 
-        command:
-        - python
-        - "-m"
-        - "feast.cli"
-        - server
         ports:
         - name: http
           containerPort: {{ .Values.service.http.targetPort }}

infra/scripts/codebuild_runner.py

@@ -0,0 +1,191 @@
+#!/usr/bin/env python
+
+# This is a thin wrapper for AWS Codebuild API to kick off a build, wait for it to finish,
+# and tail build logs while it is running.
+
+import os
+import json
+from typing import Dict, Any, List, Optional, AsyncGenerator
+from datetime import datetime
+import asyncio
+import sys
+import argparse
+import boto3
+
+
+class LogTailer:
+    """ A simple cloudwatch log tailer. """
+
+    _next_token: Optional[str]
+
+    def __init__(self, client, log_group: str, log_stream: str):
+        self._client = client
+        self._next_token = None
+        self._log_group = log_group
+        self._log_stream = log_stream
+
+    def _get_log_events_args(self) -> Dict[str, Any]:
+        res = dict(
+            logGroupName=self._log_group,
+            logStreamName=self._log_stream,
+            limit=100,
+            startFromHead=True,
+        )
+        if self._next_token:
+            res["nextToken"] = self._next_token
+        return res
+
+    async def tail_chunk(self) -> List[Dict[str, str]]:
+        max_sleep = 5.0
+        SLEEP_TIME = 0.5
+
+        while max_sleep > 0:
+            resp = self._client.get_log_events(**self._get_log_events_args())
+            events = resp["events"]
+            self._next_token = resp.get("nextForwardToken")
+            if events:
+                return events
+            else:
+                max_sleep -= SLEEP_TIME
+                await asyncio.sleep(SLEEP_TIME)
+        else:
+            return []
+
+    async def read_all_chunks(self) -> AsyncGenerator[List[Dict[str, str]], None]:
+        while True:
+            resp = self._client.get_log_events(**self._get_log_events_args())
+            events = resp["events"]
+            self._next_token = resp.get("nextForwardToken")
+            if events:
+                yield events
+            else:
+                return
+
+
+async def _wait_build_state(
+    client, build_id, desired_phase: Optional[str], desired_states: List[str]
+) -> Dict[str, Any]:
+    """ Wait until the build is in one of the desired states, or in the desired phase. """
+    while True:
+        resp = client.batch_get_builds(ids=[build_id])
+        assert len(resp["builds"]) == 1
+        build = resp["builds"][0]
+        if build["buildStatus"] in desired_states:
+            return build
+        for phase in build["phases"]:
+            if desired_phase and (phase["phaseType"] == desired_phase):
+                return build
+
+        await asyncio.sleep(2)
+
+
+def print_log_event(event) -> None:
+    print(
+        str(datetime.fromtimestamp(event["timestamp"] / 1000.0)),
+        event["message"],
+        end="",
+    )
+
+
+async def main() -> None:
+    parser = argparse.ArgumentParser(description="Process some integers.")
+    parser.add_argument(
+        "--project-name", default="feast-ci-project", type=str, help="Project name"
+    )
+    parser.add_argument(
+        "--source-location",
+        type=str,
+        help="Source location, e.g. https://github.com/feast/feast.git",
+    )
+    parser.add_argument(
+        "--source-version", type=str, help="Source version, e.g. master"
+    )
+    parser.add_argument(
+        "--location-from-prow", action='store_true', help="Infer source location and version from prow environment variables"
+    )
+    args = parser.parse_args()
+
+    if args.location_from_prow:
+        job_spec = json.loads(os.getenv('JOB_SPEC', ''))
+        source_location = job_spec['refs']['repo_link']
+        source_version = source_version_from_prow_job_spec(job_spec)
+    else:
+        source_location = args.source_location
+        source_version = args.source_version
+
+    await run_build(
+        project_name=args.project_name,
+        source_location=source_location,
+        source_version=source_version,
+    )
+
+def source_version_from_prow_job_spec(job_spec: Dict[str, Any]) -> str:
+    pull = job_spec['refs']['pulls'][0]
+    return f'refs/pull/{pull["number"]}/head^{{{pull["sha"]}}}'
+
+async def run_build(project_name: str, source_version: str, source_location: str):
+    print(f"Building {project_name} at {source_version}", file=sys.stderr)
+    logs_client = boto3.client("logs", region_name="us-west-2")
+    codebuild_client = boto3.client("codebuild", region_name="us-west-2")
+
+    print("Submitting the build..", file=sys.stderr)
+    build_resp = codebuild_client.start_build(
+        projectName=project_name,
+        sourceLocationOverride=source_location,
+        sourceVersion=source_version,
+    )
+
+    build_id = build_resp["build"]["id"]
+
+    try:
+        print(
+            "Waiting for the INSTALL phase to start before tailing the log",
+            file=sys.stderr,
+        )
+        build = await _wait_build_state(
+            codebuild_client,
+            build_id,
+            desired_phase="INSTALL",
+            desired_states=["SUCCEEDED", "FAILED", "STOPPED", "TIMED_OUT", "FAULT"],
+        )
+
+        if build["buildStatus"] != "IN_PROGRESS":
+            print(
+                f"Build failed before install phase: {build['buildStatus']}",
+                file=sys.stderr,
+            )
+            sys.exit(1)
+
+        log_tailer = LogTailer(
+            logs_client,
+            log_stream=build["logs"]["streamName"],
+            log_group=build["logs"]["groupName"],
+        )
+
+        waiter_task = asyncio.create_task(
+            _wait_build_state(
+                codebuild_client,
+                build_id,
+                desired_phase=None,
+                desired_states=["SUCCEEDED", "FAILED", "STOPPED", "TIMED_OUT", "FAULT"],
+            )
+        )
+
+        while not waiter_task.done():
+            events = await log_tailer.tail_chunk()
+            for event in events:
+                print_log_event(event)
+
+        build_status = waiter_task.result()["buildStatus"]
+        if build_status == "SUCCEEDED":
+            print(f"Build {build_status}", file=sys.stderr)
+        else:
+            print(f"Build {build_status}", file=sys.stderr)
+            sys.exit(1)
+    except KeyboardInterrupt:
+        print(f"Stopping build {build_id}", file=sys.stderr)
+        codebuild_client.stop_build(id=build_id)
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

infra/scripts/setup-e2e-env-aws.sh

@@ -0,0 +1,14 @@
+#!/bin/bash
+
+make compile-protos-python
+
+python -m pip install --upgrade pip setuptools wheel
+
+python -m pip install -qr sdk/python/requirements-dev.txt
+python -m pip install -qr tests/requirements.txt
+
+# Using mvn -q to make it less verbose. This step happens after docker containers were
+# succesfully built so it should be unlikely to fail.
+echo "########## Building ingestion jar"
+TIMEFORMAT='########## took %R seconds'
+time mvn -q --no-transfer-progress -Dmaven.javadoc.skip=true -Dgpg.skip -DskipUTs=true clean package

infra/scripts/test-end-to-end-aws.sh

@@ -1,3 +1,19 @@
 #!/usr/bin/env bash
 
-aws sts get-caller-identity
+set -euo pipefail
+
+pip install "s3fs" "boto3" "urllib3>=1.25.4"
+
+export DISABLE_FEAST_SERVICE_FIXTURES=1
+export DISABLE_SERVICE_FIXTURES=1
+
+PYTHONPATH=sdk/python pytest tests/e2e/ \
+      --core-url cicd-feast-core:6565 \
+      --serving-url cicd-feast-online-serving:6566 \
+      --env aws \
+      --emr-cluster-id $CLUSTER_ID \
+      --staging-path $STAGING_PATH \
+      --redis-url $NODE_IP:32379 \
+      --emr-region us-west-2 \
+      --kafka-brokers $NODE_IP:30092 \
+      -m "not bq"

sdk/python/feast/pyspark/launchers/aws/emr_utils.py

@@ -321,7 +321,11 @@ def _cancel_job(emr_client, job: EmrJobRef):
     else:
         step_id = job.step_id
 
-    emr_client.cancel_steps(ClusterId=job.cluster_id, StepIds=[step_id])
+    emr_client.cancel_steps(
+        ClusterId=job.cluster_id,
+        StepIds=[step_id],
+        StepCancellationOption="TERMINATE_PROCESS",
+    )
 
     _wait_for_job_state(
         emr_client, EmrJobRef(job.cluster_id, step_id), TERMINAL_STEP_STATES, 180

spark/ingestion/pom.xml

@@ -299,6 +299,10 @@
                                     <pattern>com.google.protobuf</pattern>
                                     <shadedPattern>com.google.protobuf.vendor</shadedPattern>
                                 </relocation>
+                                <relocation>
+                                    <pattern>org.apache.kafka</pattern>
+                                    <shadedPattern>org.apache.kafka.vendor</shadedPattern>
+                                </relocation>
                             </relocations>
                             <filters>
                                 <filter>

tests/e2e/conftest.py

@@ -14,6 +14,8 @@ def pytest_addoption(parser):
     parser.addoption("--staging-path", action="store")
     parser.addoption("--dataproc-cluster-name", action="store")
     parser.addoption("--dataproc-region", action="store")
+    parser.addoption("--emr-cluster-id", action="store")
+    parser.addoption("--emr-region", action="store")
     parser.addoption("--dataproc-project", action="store")
     parser.addoption("--ingestion-jar", action="store")
     parser.addoption("--redis-url", action="store", default="localhost:6379")

tests/e2e/fixtures/client.py

@@ -3,7 +3,6 @@
 import uuid
 from typing import Optional, Tuple
 
-import pyspark
 import pytest
 from pytest_redis.executor import RedisExecutor
 
@@ -29,7 +28,9 @@ def feast_client(
         )
 
     if pytestconfig.getoption("env") == "local":
-        c = Client(
+        import pyspark
+
+        return Client(
             core_url=f"{feast_core[0]}:{feast_core[1]}",
             serving_url=f"{feast_serving[0]}:{feast_serving[1]}",
             spark_launcher="standalone",
@@ -62,6 +63,22 @@ def feast_client(
             ),
             **job_service_env,
         )
+    elif pytestconfig.getoption("env") == "aws":
+        return Client(
+            core_url=f"{feast_core[0]}:{feast_core[1]}",
+            serving_url=f"{feast_serving[0]}:{feast_serving[1]}",
+            spark_launcher="emr",
+            emr_cluster_id=pytestconfig.getoption("emr_cluster_id"),
+            emr_region=pytestconfig.getoption("emr_region"),
+            spark_staging_location=os.path.join(local_staging_path, "emr"),
+            emr_log_location=os.path.join(local_staging_path, "emr_logs"),
+            spark_ingestion_jar=ingestion_job_jar,
+            redis_host=pytestconfig.getoption("redis_url").split(":")[0],
+            redis_port=pytestconfig.getoption("redis_url").split(":")[1],
+            historical_feature_output_location=os.path.join(
+                local_staging_path, "historical_output"
+            ),
+        )
     else:
         raise KeyError(f"Unknown environment {pytestconfig.getoption('env')}")
 

tests/e2e/test_historical_features.py

@@ -21,11 +21,18 @@ def read_parquet(uri):
         return pd.read_parquet(parsed_uri.path)
     elif parsed_uri.scheme == "gs":
         fs = gcsfs.GCSFileSystem()
-        files = ["gs://" + path for path in gcsfs.GCSFileSystem().glob(uri + "/part-*")]
+        files = ["gs://" + path for path in fs.glob(uri + "/part-*")]
+        ds = parquet.ParquetDataset(files, filesystem=fs)
+        return ds.read().to_pandas()
+    elif parsed_uri.scheme == "s3":
+        import s3fs
+
+        fs = s3fs.S3FileSystem()
+        files = ["s3://" + path for path in fs.glob(uri + "/part-*")]
         ds = parquet.ParquetDataset(files, filesystem=fs)
         return ds.read().to_pandas()
     else:
-        raise ValueError("Unsupported scheme")
+        raise ValueError(f"Unsupported URL scheme {uri}")
 
 
 def generate_data():

tests/e2e/test_online_features.py

@@ -133,11 +133,11 @@ def test_streaming_ingestion(
     job = feast_client.start_stream_to_online_ingestion(feature_table)
 
     wait_retry_backoff(
-        lambda: (None, job.get_status() == SparkJobStatus.IN_PROGRESS), 60
+        lambda: (None, job.get_status() == SparkJobStatus.IN_PROGRESS), 120
     )
 
     wait_retry_backoff(
-        lambda: (None, check_consumer_exist(kafka_broker, topic_name)), 60
+        lambda: (None, check_consumer_exist(kafka_broker, topic_name)), 120
     )
 
     try:
@@ -183,7 +183,9 @@ def ingest_and_verify(
         original.event_timestamp.max().to_pydatetime() + timedelta(seconds=1),
     )
 
-    wait_retry_backoff(lambda: (None, job.get_status() == SparkJobStatus.COMPLETED), 60)
+    wait_retry_backoff(
+        lambda: (None, job.get_status() == SparkJobStatus.COMPLETED), 180
+    )
 
     features = feast_client.get_online_features(
         [f"{feature_table.name}:unique_drivers"],