feat: new TA processor implementation

we make use of the TA timeseries functions to process testruns
persisting them to Timescale instead of postgres

in test_results_processor we toggle which implementation to use
based on should_use_timeseries

services/test_analytics/ta_processing.py

@@ -0,0 +1,103 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from typing import Any, cast
+
+import sentry_sdk
+import test_results_parser
+from shared.config import get_config
+from shared.django_apps.core.models import Commit, Repository
+from shared.django_apps.reports.models import ReportSession, UploadError
+from shared.storage.base import BaseStorageService
+
+from services.test_analytics.ta_timeseries import get_flaky_tests_set, insert_testrun
+from services.yaml import UserYaml, read_yaml_field
+
+
+@dataclass
+class TAProcInfo:
+    repository: Repository
+    branch: str | None
+    bucket_name: str
+    user_yaml: UserYaml
+
+
+def handle_file_not_found(upload: ReportSession):
+    upload.state = "processed"
+    upload.save()
+    UploadError.objects.create(
+        report_session=upload,
+        error_code="file_not_in_storage",
+        error_params={},
+    )
+
+
+def handle_parsing_error(upload: ReportSession, exc: Exception):
+    sentry_sdk.capture_exception(exc, tags={"upload_state": upload.state})
+    upload.state = "processed"
+    upload.save()
+    UploadError.objects.create(
+        report_session=upload,
+        error_code="unsupported_file_format",
+        error_params={"error_message": str(exc)},
+    )
+
+
+def get_ta_processing_info(
+    repoid: int,
+    commitid: str,
+    commit_yaml: dict[str, Any],
+) -> TAProcInfo:
+    repository = Repository.objects.get(repoid=repoid)
+
+    commit = Commit.objects.get(repository=repository, commitid=commitid)
+    branch = commit.branch
+    if branch is None:
+        raise ValueError("Branch is None")
+
+    bucket_name = cast(
+        str, get_config("services", "minio", "bucket", default="archive")
+    )
+    user_yaml: UserYaml = UserYaml(commit_yaml)
+    return TAProcInfo(
+        repository,
+        branch,
+        bucket_name,
+        user_yaml,
+    )
+
+
+def should_delete_archive(user_yaml: UserYaml) -> bool:
+    if get_config("services", "minio", "expire_raw_after_n_days"):
+        return True
+    return not read_yaml_field(user_yaml, ("codecov", "archive", "uploads"), _else=True)
+
+
+def delete_archive(
+    storage_service: BaseStorageService, upload: ReportSession, bucket_name: str
+):
+    archive_url = upload.storage_path
+    if archive_url and not archive_url.startswith("http"):
+        storage_service.delete_file(bucket_name, archive_url)
+
+
+def insert_testruns_timeseries(
+    repoid: int,
+    commitid: str,
+    branch: str | None,
+    upload: ReportSession,
+    parsing_infos: list[test_results_parser.ParsingInfo],
+):
+    flaky_test_set = get_flaky_tests_set(repoid)
+
+    for parsing_info in parsing_infos:
+        insert_testrun(
+            timestamp=upload.created_at,
+            repo_id=repoid,
+            commit_sha=commitid,
+            branch=branch,
+            upload_id=upload.id,
+            flags=upload.flag_names,
+            parsing_info=parsing_info,
+            flaky_test_ids=flaky_test_set,
+        )

services/test_analytics/ta_processor.py

@@ -0,0 +1,82 @@
+import logging
+from typing import Any
+
+import shared.storage
+from shared.django_apps.core.models import Commit
+from shared.django_apps.reports.models import ReportSession
+from shared.storage.exceptions import FileNotInStorageError
+from test_results_parser import parse_raw_upload
+
+from services.processing.types import UploadArguments
+from services.test_analytics.ta_processing import (
+    delete_archive,
+    get_ta_processing_info,
+    handle_file_not_found,
+    handle_parsing_error,
+    insert_testruns_timeseries,
+    should_delete_archive,
+)
+
+log = logging.getLogger(__name__)
+
+
+def ta_processor_impl(
+    repoid: int,
+    commitid: str,
+    commit_yaml: dict[str, Any],
+    argument: UploadArguments,
+) -> bool:
+    log.info(
+        "Processing single TA argument",
+        extra=dict(
+            upload_id=argument.get("upload_id"),
+            repoid=repoid,
+            commitid=commitid,
+        ),
+    )
+
+    upload_id = argument.get("upload_id")
+    if upload_id is None:
+        return False
+
+    upload = ReportSession.objects.get(id=upload_id)
+    if upload.state == "processed":
+        # don't need to process again because the intermediate result should already be in redis
+        return False
+
+    if upload.storage_path is None:
+        handle_file_not_found(upload)
+        return False
+
+    ta_proc_info = get_ta_processing_info(repoid, commitid, commit_yaml)
+
+    storage_service = shared.storage.get_appropriate_storage_service(
+        ta_proc_info.repository.repoid
+    )
+
+    try:
+        payload_bytes = storage_service.read_file(
+            ta_proc_info.bucket_name, upload.storage_path
+        )
+    except FileNotInStorageError:
+        handle_file_not_found(upload)
+        return False
+
+    try:
+        parsing_infos, readable_file = parse_raw_upload(payload_bytes)
+    except RuntimeError as exc:
+        handle_parsing_error(upload, exc)
+        return False
+
+    branch = Commit.objects.get(id=upload.report.commit_id).branch
+
+    insert_testruns_timeseries(repoid, commitid, branch, upload, parsing_infos)
+
+    if should_delete_archive(ta_proc_info.user_yaml):
+        delete_archive(storage_service, upload, ta_proc_info.bucket_name)
+    else:
+        storage_service.write_file(
+            ta_proc_info.bucket_name, upload.storage_path, bytes(readable_file)
+        )
+
+    return True

services/test_analytics/tests/conftest.py

@@ -0,0 +1,13 @@
+import pytest
+from shared.storage import get_appropriate_storage_service
+from shared.storage.exceptions import BucketAlreadyExistsError
+
+
+@pytest.fixture
+def storage():
+    storage_service = get_appropriate_storage_service()
+    try:
+        storage_service.create_root_storage("archive")
+    except BucketAlreadyExistsError:
+        pass
+    return storage_service