diff --git a/app/services/league_season_ingestion.py b/app/services/league_season_ingestion.py index 23742e0..ce7d4e2 100644 --- a/app/services/league_season_ingestion.py +++ b/app/services/league_season_ingestion.py @@ -11,9 +11,16 @@ scheduler ─────────┼──► ingest_league_season ─► ingest_team_season ─► MLB / DB admin operation ───┘ -Ingestion is sequential and deterministic. Roughly thirty team-seasons is not -enough work to justify concurrency, and sequential ingestion keeps failure -attribution, debugging, upstream load, and SQLite write behavior simple. + ingest_league_season_async ─► ingest_team_season_async ─► MLB / DB + +Two entry points exist. ``ingest_league_season`` is sequential: it fetches and +persists one team-season, then moves to the next, using ``mlbstatsapi.Mlb``. +``ingest_league_season_async`` fetches several teams concurrently, bounded by a +modest configurable limit, using ``mlbstatsapi.AsyncMlb``. Both reuse the exact +same discovery, normalization, and persistence code — only the transport and +the orchestration differ. The sequential path remains available as a simple +reference and debug path: it keeps failure attribution, upstream load, and +SQLite write behavior easiest to reason about one team at a time. Transaction boundaries ---------------------- @@ -32,6 +39,23 @@ as INCOMPLETE, and a rerun re-attempts every team using the existing idempotent upsert. +Concurrent ingestion follows the same shape, with one addition: persistence is +serialized behind an ``asyncio.Lock`` even though several teams may be fetching +from MLB at the same time. Each team's persistence transaction is synchronous +and contains no ``await``, so once it starts it runs to completion before any +other coroutine can run; the lock makes that guarantee explicit rather than +incidental, so "only one already-fetched team-season is ever being persisted" +holds even if the persistence code changes later. SQLite is never written to +from more than one place at once, and no async SQLAlchemy is involved anywhere. + +If one team's task raises an exception that is not an ordinary per-team +failure — or the ``on_team_complete`` callback raises, which is intentionally +never absorbed — every other team's task is explicitly cancelled and awaited +before the exception leaves ``ingest_league_season_async``. No sibling task +can still be mid-fetch, queued behind the concurrency semaphore, or waiting on +the write lock once the caller sees the error; a team that had already +finished persisting before the failure keeps its committed rows. + The final result is constructed and validated before coverage is recorded, so a result the domain model rejects can never leave the database claiming COMPLETE. If that validation fails the error propagates and the row stays ``RUNNING``, @@ -47,12 +71,13 @@ make them unnecessary. """ +import asyncio from collections.abc import Callable, Iterator from contextlib import contextmanager from datetime import UTC, datetime from typing import Protocol -from mlbstatsapi import Mlb +from mlbstatsapi import AsyncMlb, Mlb from sqlalchemy.exc import SQLAlchemyError from sqlalchemy.orm import Session @@ -67,16 +92,31 @@ LeagueTeamIngestionStatus, ) from app.schemas.teams import MlbTeam -from app.services.league_teams import MlbTeamDirectoryClient, discover_mlb_teams -from app.services.team_game_logs import MlbGameDataClient, TeamGameLogError +from app.services.league_teams import ( + AsyncMlbTeamDirectoryClient, + MlbTeamDirectoryClient, + discover_mlb_teams, + discover_mlb_teams_async, +) +from app.services.team_game_logs import ( + AsyncMlbGameDataClient, + MlbGameDataClient, + TeamGameLogError, + get_team_game_lines_async, +) from app.services.team_season_ingestion import ( TeamSeasonIngestionError, ingest_team_season, + persist_team_season, ) # MLB's first National League season. Nothing earlier can be requested. MLB_FIRST_SEASON = 1876 +# A modest bound: enough to overlap MLB round-trip latency across clubs +# without opening dozens of simultaneous connections to a third-party API. +DEFAULT_LEAGUE_CONCURRENCY = 4 + TeamProgressCallback = Callable[[int, int, LeagueTeamIngestionResult], None] @@ -97,6 +137,10 @@ class LeagueIngestionStateError(LeagueSeasonIngestionError): """ +class InvalidConcurrencyError(LeagueSeasonIngestionError): + """The requested concurrency bound is not usable.""" + + class MlbLeagueDataClient(MlbTeamDirectoryClient, MlbGameDataClient, Protocol): """One client covering both team discovery and team game data. @@ -105,6 +149,17 @@ class MlbLeagueDataClient(MlbTeamDirectoryClient, MlbGameDataClient, Protocol): """ +class AsyncMlbLeagueDataClient( + AsyncMlbTeamDirectoryClient, AsyncMlbGameDataClient, Protocol +): + """Async counterpart of ``MlbLeagueDataClient``. + + A concurrent league-wide run reuses a single ``AsyncMlb`` client — and + therefore one shared HTTP connection pool — for discovery and for every + team-season fetch, never one client per team. + """ + + def ingest_league_season( *, session: Session, @@ -159,6 +214,79 @@ def ingest_league_season( ) +async def ingest_league_season_async( + *, + session: Session, + season: int, + client: AsyncMlbLeagueDataClient | None = None, + concurrency: int = DEFAULT_LEAGUE_CONCURRENCY, + on_team_complete: TeamProgressCallback | None = None, +) -> LeagueSeasonIngestionResult: + """Bounded-concurrency counterpart of ``ingest_league_season``. + + Discovers the same teams, applies the same per-team ingestion, and builds + and validates the same result model. The difference is transport and + orchestration: teams are fetched from MLB concurrently, up to + ``concurrency`` at a time, over one shared ``AsyncMlb`` client, while + persistence for a fetched team-season is always serialized — never two + teams writing at once. See the module docstring for the full picture. + + Parameters + ---------- + session: + Session for the target database. Must have no transaction in progress; + this service opens and commits its own short transactions. + season: + Four digit season year. + client: + An existing ``mlbstatsapi.AsyncMlb`` client, reused for team discovery + and for every team-season fetch. When omitted, one client is created + for the whole run and closed afterwards. Never create one client per + team. + concurrency: + Maximum number of teams fetching from MLB at the same time. Must be + at least 1. + on_team_complete: + Optional callback invoked as ``(position, total, result)`` as each + team finishes. Unlike the sequential path, ``position`` reflects + completion order, not discovery order, since teams may finish out of + order under concurrency. It is not an error boundary: exceptions + raised by the callback propagate. + + Raises + ------ + InvalidSeasonError + The season is outside the range MLB could have played. + InvalidConcurrencyError + ``concurrency`` is less than 1. + NoMlbTeamsDiscoveredError + MLB returned no eligible Major League clubs for the season. + MlbTeamDiscoveryError + Team discovery failed or returned a club that could not be trusted. + LeagueIngestionStateError + Coverage state could not be persisted. + """ + _validate_season(season) + _validate_concurrency(concurrency) + + if client is not None: + return await _ingest_async( + session=session, + season=season, + client=client, + concurrency=concurrency, + on_team_complete=on_team_complete, + ) + async with AsyncMlb() as owned_client: + return await _ingest_async( + session=session, + season=season, + client=owned_client, + concurrency=concurrency, + on_team_complete=on_team_complete, + ) + + def _validate_season(season: int) -> None: """Reject a season MLB could not have played. @@ -173,6 +301,13 @@ def _validate_season(season: int) -> None: ) +def _validate_concurrency(concurrency: int) -> None: + if concurrency < 1: + raise InvalidConcurrencyError( + f"concurrency must be at least 1, got {concurrency}" + ) + + def _ingest( *, session: Session, @@ -197,6 +332,148 @@ def _ingest( if on_team_complete is not None: on_team_complete(position, len(teams), result) + return _finish_league_ingestion( + session=session, + season=season, + teams=teams, + team_results=team_results, + started_at=started_at, + ) + + +async def _ingest_async( + *, + session: Session, + season: int, + client: AsyncMlbLeagueDataClient, + concurrency: int, + on_team_complete: TeamProgressCallback | None, +) -> LeagueSeasonIngestionResult: + teams = await discover_mlb_teams_async(season, client=client) + started_at = _now() + with _coverage_transaction(session, season): + record_league_season_ingestion_start( + session, + season=season, + expected_team_count=len(teams), + started_at=started_at, + ) + + fetch_limit = asyncio.Semaphore(concurrency) + write_lock = asyncio.Lock() + total = len(teams) + completed = 0 + + async def run_one(team: MlbTeam) -> LeagueTeamIngestionResult: + nonlocal completed + + async with fetch_limit: + try: + lines, pitching_lines = await get_team_game_lines_async( + team.team_id, team.season, client=client + ) + except TeamGameLogError as exc: + result = LeagueTeamIngestionResult.from_failure( + team_id=team.team_id, + team_name=team.team_name, + season=team.season, + error=f"{type(exc).__name__}: {exc}", + ) + async with write_lock: + completed += 1 + position = completed + if on_team_complete is not None: + on_team_complete(position, total, result) + return result + + # Only one already-fetched team-season is ever being persisted at a + # time, even though several teams' fetches above may be in flight + # together. Persistence itself contains no ``await``, so once a team + # enters this block it runs to completion before the lock is released. + async with write_lock: + try: + team_result = persist_team_season( + session, + team_id=team.team_id, + season=team.season, + lines=lines, + pitching_lines=pitching_lines, + ) + except TeamSeasonIngestionError as exc: + _discard_failed_team_transaction(session) + result = LeagueTeamIngestionResult.from_failure( + team_id=team.team_id, + team_name=team.team_name, + season=team.season, + error=f"{type(exc).__name__}: {exc}", + ) + else: + result = LeagueTeamIngestionResult.from_team_result(team_result) + completed += 1 + position = completed + + if on_team_complete is not None: + on_team_complete(position, total, result) + return result + + # Tasks are created explicitly — not left for ``asyncio.gather`` to wrap + # internally — so this function owns them outright. Plain ``gather`` + # propagates the first exception as soon as one coroutine raises, but + # does not cancel the coroutines still running: a sibling team could keep + # making MLB requests, or reach ``persist_team_season`` and the shared + # session, after this function has already told its caller the run + # failed. Owning the tasks lets that be closed off explicitly rather than + # left to whatever incidentally cleans up orphaned tasks later (such as + # ``asyncio.run``'s shutdown, which only helps when the caller happens to + # run this inside a fresh event loop of its own). + tasks = [ + asyncio.create_task(run_one(team), name=f"ingest-team-{team.team_id}") + for team in teams + ] + try: + # ``asyncio.gather`` returns results in the order its arguments were + # given, i.e. discovery order, regardless of which team actually + # finished first. ``team_results`` therefore lines up with ``teams`` + # exactly the way the sequential path's does. + team_results = list(await asyncio.gather(*tasks)) + except BaseException: + # An ordinary per-team failure (``TeamGameLogError`` / + # ``TeamSeasonIngestionError``) never reaches here: ``run_one`` already + # converts those into a FAILED result instead of raising. Only a truly + # unexpected exception from a team, or one raised by + # ``on_team_complete``, lands in this branch — and once it does, every + # other team task is cancelled and awaited to completion before the + # exception is allowed to leave this function, so no still-running + # task remains capable of another MLB request, another entry into + # ``persist_team_season``, or touching ``session`` at all. + for task in tasks: + task.cancel() + await asyncio.gather(*tasks, return_exceptions=True) + raise + + return _finish_league_ingestion( + session=session, + season=season, + teams=teams, + team_results=team_results, + started_at=started_at, + ) + + +def _finish_league_ingestion( + *, + session: Session, + season: int, + teams: list[MlbTeam], + team_results: list[LeagueTeamIngestionResult], + started_at: datetime, +) -> LeagueSeasonIngestionResult: + """Build, validate, and record the final result of a league ingestion run. + + Shared by the sequential and concurrent paths, so "the result is built and + validated before COMPLETE/INCOMPLETE coverage is ever recorded" holds + regardless of which path produced ``team_results``. + """ succeeded = sum( 1 for result in team_results diff --git a/app/services/league_teams.py b/app/services/league_teams.py index bd121f4..950ba30 100644 --- a/app/services/league_teams.py +++ b/app/services/league_teams.py @@ -45,6 +45,12 @@ class MlbTeamDirectoryClient(Protocol): def get_teams(self, sport_id: int = ..., **params: object) -> list[Team]: ... +class AsyncMlbTeamDirectoryClient(Protocol): + """The async counterpart of ``MlbTeamDirectoryClient``.""" + + async def get_teams(self, sport_id: int = ..., **params: object) -> list[Team]: ... + + def discover_mlb_teams( season: int, *, @@ -76,6 +82,34 @@ def discover_mlb_teams( return _discover(owned_client, season) +async def discover_mlb_teams_async( + season: int, + *, + client: AsyncMlbTeamDirectoryClient, +) -> list[MlbTeam]: + """Async counterpart of ``discover_mlb_teams``. + + Requires an existing ``mlbstatsapi.AsyncMlb`` (or compatible) client, + shared with the rest of a concurrent league-wide import rather than + created for this call alone. Club filtering, normalization, and the + duplicate-id check are the same functions ``discover_mlb_teams`` uses. + + Raises + ------ + NoMlbTeamsDiscoveredError + MLB returned no Major League clubs for the season. + MlbTeamDiscoveryError + The upstream request failed, or a returned club could not be trusted. + """ + try: + teams = await client.get_teams(sport_id=MLB_SPORT_ID, season=season) + except TheMlbStatsApiException as exc: + raise MlbTeamDiscoveryError( + f"Unable to retrieve the MLB teams for {season}" + ) from exc + return _finish_discovery(teams, season) + + def _discover(client: MlbTeamDirectoryClient, season: int) -> list[MlbTeam]: try: teams = client.get_teams(sport_id=MLB_SPORT_ID, season=season) @@ -83,7 +117,15 @@ def _discover(client: MlbTeamDirectoryClient, season: int) -> list[MlbTeam]: raise MlbTeamDiscoveryError( f"Unable to retrieve the MLB teams for {season}" ) from exc + return _finish_discovery(teams, season) + +def _finish_discovery(teams: list[Team], season: int) -> list[MlbTeam]: + """Filter, normalize, and validate a raw ``get_teams`` response. + + Shared by the sync and async discovery paths so a season's club set is + decided by one implementation regardless of which transport fetched it. + """ discovered = [ _normalize_team(team, season) for team in teams if _is_major_league_club(team) ] diff --git a/app/services/team_game_logs.py b/app/services/team_game_logs.py index 3802b9b..7db3bd5 100644 --- a/app/services/team_game_logs.py +++ b/app/services/team_game_logs.py @@ -111,6 +111,43 @@ def get_schedule( ) -> Schedule | None: ... +class AsyncMlbGameDataClient(Protocol): + """The async counterpart of ``MlbGameDataClient``. + + Structurally identical to ``mlbstatsapi.AsyncMlb`` for the calls this + service makes: same method names, same parameters, same return types, + only awaited. Request parameters, response validation, and normalization + are therefore shared with the synchronous path rather than reimplemented; + only the transport (fetching with ``await`` instead of a blocking call) + differs. + """ + + async def get_team( + self, + team_id: int, + season: int = ..., + **params: object, + ) -> Team | None: ... + + async def get_team_stats( + self, + team_id: int, + stats: list[str], + groups: list[str], + **params: object, + ) -> dict: ... + + async def get_schedule( + self, + date: str | None = ..., + start_date: str | None = ..., + end_date: str | None = ..., + sport_id: int = ..., + team_id: int | None = ..., + **params: object, + ) -> Schedule | None: ... + + def get_team_game_batting_lines( team_id: int, season: int, @@ -252,6 +289,48 @@ def _collect_both_lines( return batting, pitching +async def get_team_game_lines_async( + team_id: int, + season: int, + *, + client: AsyncMlbGameDataClient, +) -> tuple[list[TeamGameBattingLine], list[TeamGamePitchingLine]]: + """Async counterpart of ``get_team_game_lines``. + + Requires an existing ``mlbstatsapi.AsyncMlb`` (or compatible) client: unlike + the sync entry points, this is meant to be called with a client shared + across many teams by a concurrent caller such as + ``ingest_league_season_async``, never one created per team. + + The four MLB requests (team, schedule, hitting log, pitching log) are + awaited one at a time, in the same order the sync path makes them, rather + than launched together. Concurrency for a league-wide import happens + across teams, not across one team's individual requests; see + ``app.services.league_season_ingestion``. + + Raises the same exceptions as ``get_team_game_lines``: the request + parameters, response validation, schedule join, completed-game check, and + normalization are the identical functions the sync path uses. + """ + team = await _fetch_mlb_team_async(client, team_id, season) + scheduled_games = _index_schedule_games( + await _fetch_schedule_async(client, team_id, season) + ) + batting = _normalize_batting_log( + await _fetch_hitting_game_log_async(client, team_id, season), + team=team, + season=season, + scheduled_games=scheduled_games, + ) + pitching = _normalize_pitching_log( + await _fetch_pitching_game_log_async(client, team_id, season), + team=team, + season=season, + scheduled_games=scheduled_games, + ) + return batting, pitching + + def get_team_game_pitching_lines( team_id: int, season: int, @@ -474,6 +553,17 @@ def _fetch_pitching_game_log( except TheMlbStatsApiException as exc: raise TeamGameLogError("Unable to retrieve MLB game data") from exc + return _pitching_splits_from_stat_groups(stat_groups, team_id, season) + + +def _pitching_splits_from_stat_groups( + stat_groups: dict, team_id: int, season: int +) -> list[PitchingGameLog]: + """Validate a ``get_team_stats`` response and return its pitching splits. + + Shared by the sync and async fetch paths so the response-shape rules are + defined once regardless of which transport made the request. + """ try: game_log = stat_groups[PITCHING_STAT_GROUP][GAME_LOG_STAT_TYPE] except (KeyError, TypeError) as exc: @@ -497,6 +587,26 @@ def _fetch_pitching_game_log( return splits +async def _fetch_pitching_game_log_async( + client: AsyncMlbGameDataClient, + team_id: int, + season: int, +) -> list[PitchingGameLog]: + """Async counterpart of ``_fetch_pitching_game_log``.""" + try: + stat_groups = await client.get_team_stats( + team_id, + stats=[GAME_LOG_STAT_TYPE], + groups=[PITCHING_STAT_GROUP], + season=season, + gameType=REGULAR_SEASON_GAME_TYPE, + ) + except TheMlbStatsApiException as exc: + raise TeamGameLogError("Unable to retrieve MLB game data") from exc + + return _pitching_splits_from_stat_groups(stat_groups, team_id, season) + + def _require_every_completed_scheduled_game( *, scheduled_games: dict[int, ScheduleGames], @@ -546,7 +656,24 @@ def _fetch_mlb_team(client: MlbGameDataClient, team_id: int, season: int) -> Tea raise TeamGameLogError( f"Unable to retrieve MLB team {team_id} for {season}" ) from exc + return _validate_fetched_team(team, team_id, season) + + +async def _fetch_mlb_team_async( + client: AsyncMlbGameDataClient, team_id: int, season: int +) -> Team: + """Async counterpart of ``_fetch_mlb_team``.""" + try: + team = await client.get_team(team_id, season=season) + except TheMlbStatsApiException as exc: + raise TeamGameLogError( + f"Unable to retrieve MLB team {team_id} for {season}" + ) from exc + return _validate_fetched_team(team, team_id, season) + +def _validate_fetched_team(team: Team | None, team_id: int, season: int) -> Team: + """Validate a ``get_team`` response, shared by the sync and async fetchers.""" if team is None: raise TeamNotFoundError(f"No MLB team found for team id {team_id} in {season}") if team.sport is None or team.sport.id != MLB_SPORT_ID: @@ -572,6 +699,37 @@ def _fetch_hitting_game_log( except TheMlbStatsApiException as exc: raise TeamGameLogError("Unable to retrieve MLB game data") from exc + return _hitting_splits_from_stat_groups(stat_groups, team_id, season) + + +async def _fetch_hitting_game_log_async( + client: AsyncMlbGameDataClient, + team_id: int, + season: int, +) -> list[HittingGameLog]: + """Async counterpart of ``_fetch_hitting_game_log``.""" + try: + stat_groups = await client.get_team_stats( + team_id, + stats=[GAME_LOG_STAT_TYPE], + groups=[HITTING_STAT_GROUP], + season=season, + gameType=REGULAR_SEASON_GAME_TYPE, + ) + except TheMlbStatsApiException as exc: + raise TeamGameLogError("Unable to retrieve MLB game data") from exc + + return _hitting_splits_from_stat_groups(stat_groups, team_id, season) + + +def _hitting_splits_from_stat_groups( + stat_groups: dict, team_id: int, season: int +) -> list[HittingGameLog]: + """Validate a ``get_team_stats`` response and return its hitting splits. + + Shared by the sync and async fetch paths so the response-shape rules are + defined once regardless of which transport made the request. + """ try: game_log = stat_groups[HITTING_STAT_GROUP][GAME_LOG_STAT_TYPE] except KeyError as exc: @@ -606,7 +764,30 @@ def _fetch_schedule(client: MlbGameDataClient, team_id: int, season: int) -> Sch ) except TheMlbStatsApiException as exc: raise TeamGameLogError("Unable to retrieve MLB game data") from exc + return _validate_fetched_schedule(schedule, team_id, season) + + +async def _fetch_schedule_async( + client: AsyncMlbGameDataClient, team_id: int, season: int +) -> Schedule: + """Async counterpart of ``_fetch_schedule``.""" + try: + schedule = await client.get_schedule( + start_date=f"{season}-01-01", + end_date=f"{season}-12-31", + sport_id=MLB_SPORT_ID, + team_id=team_id, + gameTypes=REGULAR_SEASON_GAME_TYPE, + ) + except TheMlbStatsApiException as exc: + raise TeamGameLogError("Unable to retrieve MLB game data") from exc + return _validate_fetched_schedule(schedule, team_id, season) + +def _validate_fetched_schedule( + schedule: Schedule | None, team_id: int, season: int +) -> Schedule: + """Validate a ``get_schedule`` response, shared by the sync and async fetchers.""" if schedule is None: raise TeamGameDataError( f"No regular-season schedule returned for team {team_id} in {season}" diff --git a/app/services/team_season_ingestion.py b/app/services/team_season_ingestion.py index ee5c375..dba4e3e 100644 --- a/app/services/team_season_ingestion.py +++ b/app/services/team_season_ingestion.py @@ -4,11 +4,14 @@ from sqlalchemy.orm import Session from app.database.repositories import upsert_team_season, upsert_team_season_pitching +from app.schemas.games import TeamGameBattingLine, TeamGamePitchingLine from app.schemas.ingestion import TeamSeasonIngestionResult, TeamSeasonLineCounts from app.services.team_game_logs import ( + AsyncMlbGameDataClient, MlbGameDataClient, get_team_game_batting_lines, get_team_game_lines, + get_team_game_lines_async, ) @@ -49,6 +52,63 @@ def ingest_team_season( lines = get_team_game_batting_lines(team_id, season, client=client) pitching_lines = None + return persist_team_season( + session, + team_id=team_id, + season=season, + lines=lines, + pitching_lines=pitching_lines, + ) + + +async def ingest_team_season_async( + *, + session: Session, + team_id: int, + season: int, + client: AsyncMlbGameDataClient, +) -> TeamSeasonIngestionResult: + """Async counterpart of ``ingest_team_season``. + + Only the MLB fetch is asynchronous. Persistence is the exact same + synchronous, single-transaction code the sync path uses: no async + SQLAlchemy, no ``await`` between opening and committing the transaction. + That matters beyond style, because this is meant to be called from a + bounded-concurrency league import where several teams fetch at once but + writes must stay serialized (see ``ingest_league_season_async``); a + transaction with no internal ``await`` cannot itself be interleaved with + another team's write. + + Always fetches both batting and pitching, matching the sequential + league path's default. Requires an existing client, shared across the + concurrent run rather than created per team. + """ + lines, pitching_lines = await get_team_game_lines_async( + team_id, season, client=client + ) + return persist_team_season( + session, + team_id=team_id, + season=season, + lines=lines, + pitching_lines=pitching_lines, + ) + + +def persist_team_season( + session: Session, + *, + team_id: int, + season: int, + lines: list[TeamGameBattingLine], + pitching_lines: list[TeamGamePitchingLine] | None, +) -> TeamSeasonIngestionResult: + """Persist one already-fetched team-season in a single short transaction. + + Shared by the sync and async ingestion entry points, so "batting and + pitching commit atomically, in one transaction, with no network I/O + inside it" is enforced in exactly one place. + """ fetched = len(lines) team_name = lines[0].team_name if lines else f"team {team_id}" diff --git a/docs/async-league-ingestion.md b/docs/async-league-ingestion.md new file mode 100644 index 0000000..8d8f131 --- /dev/null +++ b/docs/async-league-ingestion.md @@ -0,0 +1,185 @@ +# Async league ingestion (issue #31) + +This document describes the bounded-concurrency league ingestion path added +in issue #31, once `python-mlb-statsapi` 1.1.0 shipped `AsyncMlb` as a public, +released API. It supplements `docs/league-season-ingestion.md`, which +describes Milestone 4's original sequential design and is left unchanged; see +its "Sequential by design" section for why that design was correct at the +time and remains available today. + +## 1. What changed, and what did not + +A prototype on an earlier branch measured roughly a 3x average speedup for +league ingestion by fetching several teams from MLB concurrently instead of +one at a time. This issue re-evaluates that idea against the current +codebase and adds the smallest version of it that fits the existing +architecture, rather than porting the prototype's design wholesale. + +Unchanged: + +- normalization, request parameters, response validation, schedule joins, + and completed-game checks in `app/services/team_game_logs.py` and + `app/services/league_teams.py`; +- persistence semantics in `app/database/repositories.py` — the upsert rules, + idempotency, and the atomic batting+pitching transaction in + `persist_team_season`; +- failure semantics, coverage recording, and the `LeagueSeasonIngestionResult` + / `LeagueSeasonIngestionState` invariants described in + `docs/league-season-ingestion.md`; +- `ingest_league_season`, the sequential entry point, kept as the default and + as a simple reference/debug path. + +New: + +- `app.services.team_game_logs.get_team_game_lines_async` and its supporting + `AsyncMlbGameDataClient`-shaped fetch helpers; +- `app.services.league_teams.discover_mlb_teams_async`; +- `app.services.team_season_ingestion.ingest_team_season_async` and the + shared `persist_team_season` helper it and the sync path both call; +- `app.services.league_season_ingestion.ingest_league_season_async`, the + bounded-concurrency league entry point; +- `--async` / `--concurrency` on `scripts/import_league_season.py`. + +## 2. Why the async transport reuses the sync baseball logic + +`AsyncMlb`'s methods on the 1.1.0 release are structurally identical to +`Mlb`'s: same method names, same parameter names, same response shapes — +only awaited. Given that, the async fetch functions in `team_game_logs.py` +and `league_teams.py` are thin `await`-shaped siblings of the sync fetch +functions; the actual response validation (team lookup, schedule presence, +game-log split extraction) was extracted into small shared, pure functions +(`_validate_fetched_team`, `_validate_fetched_schedule`, +`_hitting_splits_from_stat_groups`, `_pitching_splits_from_stat_groups`, +`_finish_discovery`) that both transports call. Normalization +(`_normalize_batting_log`, `_normalize_pitching_log`, schedule indexing, the +completed-game check) was not touched at all — the async path calls the +exact same private functions the sync path always has. + +The result: there is one implementation of what a team-season or a season's +club set *means*, and two implementations of how the bytes get here. + +## 3. Concurrency model + +```text +ingest_league_season_async +├─ discover_mlb_teams_async (one request, over the shared AsyncMlb client) +├─ record RUNNING +├─ for each discovered team, concurrently, bounded by `concurrency`: +│ ├─ fetch team + schedule + hitting log + pitching log (await, no lock) +│ └─ persist the team-season (write_lock held) +├─ build and validate the result (same as the sequential path) +└─ record COMPLETE / INCOMPLETE +``` + +- **Bounded, not unbounded.** An `asyncio.Semaphore(concurrency)` limits how + many teams may be fetching from MLB at once. Concurrency happens across + teams, not by launching every individual request (team, schedule, hitting + log, pitching log) for every team all at once — a single team's four + requests are still awaited one at a time, in the sync path's order. + `concurrency` defaults to `DEFAULT_LEAGUE_CONCURRENCY` (4) and must be at + least 1; the CLI and the service both reject anything less before making a + request. +- **One shared client.** `ingest_league_season_async` opens exactly one + `AsyncMlb` client for the whole run (or reuses an injected one), the same + way the sequential path opens exactly one `Mlb` client. It is passed to + discovery and to every team's fetch, so the underlying HTTP connection pool + is reused across the run rather than opened per team. +- **Writes are serialized.** An `asyncio.Lock` (`write_lock`) wraps the call + to `persist_team_season`, so only one already-fetched team-season is ever + being written at a time, even while several other teams are still + mid-fetch. `persist_team_season` contains no `await` — it is the same + synchronous, single-transaction SQLAlchemy code the sequential path uses — + so once a coroutine enters it, nothing else can run until it finishes; the + lock makes that guarantee explicit rather than incidental, so it keeps + holding even if the persistence code changes later. No async SQLAlchemy is + used anywhere, and SQLite is never written to from more than one place at + once. +- **`asyncio.gather` preserves discovery order.** Even though teams complete + in whatever order their fetches finish, `team_results` is built in the same + discovery order the sequential path produces, because `gather` returns + results in argument order regardless of completion order. The + `on_team_complete` progress callback's `position` argument does reflect + completion order, not discovery order — documented on + `ingest_league_season_async` — since that is the only order concurrent + completions actually have. +- **Task ownership is explicit.** Each team's coroutine is wrapped in its own + `asyncio.Task` up front, rather than left for `asyncio.gather` to wrap + internally, so the run can act on all of them if one fails unexpectedly. + See §5 for what that failure path guarantees. + +## 4. Transaction boundaries + +Identical shape to the sequential path (see +`docs/league-season-ingestion.md` §7), plus the write lock described above. +No transaction is ever held open across an `await`. `persist_team_season` is +the single place either path commits a team-season, so "batting and pitching +commit atomically, together" holds for both transports because it is the +same code. + +## 5. Failure semantics + +Unchanged from the sequential path: + +- a team's fetch failure (`TeamGameLogError` and its subclasses — + `TeamNotFoundError`, `TeamGameDataError`) becomes a `FAILED` per-team result + without aborting the run; +- a team's persistence failure (`TeamSeasonIngestionError`) is handled the + same way, and rolls back only that team's own transaction; +- an unexpected exception (anything else) propagates out of + `ingest_league_season_async` rather than being reported as a missing team. + The team coroutines are owned as explicit `asyncio.Task`s; on an unexpected + exception — including one raised by `on_team_complete`, which is + intentionally never absorbed — every other team's task is cancelled and + awaited to completion before the exception is allowed to leave the + function, so no sibling task can still be mid-fetch, queued behind the + concurrency semaphore, or waiting on the write lock once the caller sees + the error. This does not depend on `asyncio.run`'s shutdown behavior, so it + holds even when the function is awaited inside a longer-lived event loop; +- the coverage row is only ever recorded `COMPLETE` after the same validated + `LeagueSeasonIngestionResult` the sequential path builds; a run that raises + before that point leaves the row `RUNNING`; +- idempotent reruns and INCOMPLETE-to-COMPLETE recovery work identically, + because they depend on the shared `persist_team_season` / upsert behavior, + not on which transport fetched the data. + +## 6. CLI + +```bash +poetry run python scripts/import_league_season.py --season 2025 +poetry run python scripts/import_league_season.py --season 2025 --async +poetry run python scripts/import_league_season.py --season 2025 --async --concurrency 8 +``` + +`--async` selects `ingest_league_season_async`; without it, the default +remains the sequential `ingest_league_season`. `--concurrency` requires +`--async` and must be at least 1 — both are validated with `parser.error()` +(exit code 2) before any MLB request is made, rather than silently ignored +or silently accepted. Error handling, exit codes, and output formatting are +otherwise unchanged and shared between both modes, since both raise the same +exception types. + +## 7. Testing + +Tests are offline and deterministic, following the existing fake-client +pattern: `AsyncFakeMlb` / `AsyncFakeLeagueMlb` wrap the existing sync fakes +(`FakeMlb`, `FakeLeagueMlb`) so both transports are driven by the same +fixture data. An artificial `asyncio.sleep` delay is used only to force +fetches to genuinely overlap in tests that check the concurrency bound and +write serialization — never real network I/O. + +See: + +- `tests/test_team_game_logs_async.py` — fetch parity, request-parameter + parity, and error-translation parity with the sync path. +- `tests/test_league_teams_async.py` — discovery parity. +- `tests/test_team_season_ingestion_async.py` — atomic persistence, + idempotency, and sync/async row-for-row parity. +- `tests/test_league_season_ingestion_async.py` — bounded concurrency + (`max_in_flight` never exceeds the configured bound), single shared client, + no-overlapping-writes (a patched `persist_team_season` asserts at most one + active writer at a time), COMPLETE/INCOMPLETE and per-team failure + semantics, unexpected-error propagation, idempotent reruns, and sequential + vs. concurrent persisted-row parity. +- `tests/test_import_league_season.py` — `--async` / `--concurrency` + argument parsing and validation, including the invalid combination + (`--concurrency` without `--async`) and an invalid bound (`< 1`). diff --git a/docs/league-season-ingestion.md b/docs/league-season-ingestion.md index 0e3f5e9..157ac0b 100644 --- a/docs/league-season-ingestion.md +++ b/docs/league-season-ingestion.md @@ -195,6 +195,14 @@ process pool, task queue, or worker was added. If a measured runtime later proves unacceptable, concurrency should be proposed separately with those measurements. +> **Update (issue #31):** a measured runtime did later prove worth addressing. +> `ingest_league_season` and this sequential design remain unchanged and +> available as the default and as a reference/debug path. A second, +> bounded-concurrency entry point, `ingest_league_season_async`, was added +> alongside it. See `docs/async-league-ingestion.md` for that design; this +> section is left as-is because it accurately describes why the sequential +> path exists and was correct at the time it was written. + ## 5. Coverage semantics ### What "covered" means diff --git a/poetry.lock b/poetry.lock index f637167..edfa212 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,15 +1,14 @@ -# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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{ extras = ["standard"], version = "^0.34.0" } jinja2 = "^3.1.0" pydantic-settings = "^2.7.0" -python-mlb-statsapi = "^0.8.0" +python-mlb-statsapi = { version = "^1.1.0", extras = ["async"] } sqlalchemy = "^2.0.0" alembic = "^1.14.0" plotly = "^6.9.0" diff --git a/scripts/import_league_season.py b/scripts/import_league_season.py index 7ca285b..6f3e9f3 100644 --- a/scripts/import_league_season.py +++ b/scripts/import_league_season.py @@ -5,12 +5,21 @@ poetry run alembic upgrade head poetry run python scripts/import_league_season.py --season 2025 poetry run python scripts/import_league_season.py --season 2025 --format json +poetry run python scripts/import_league_season.py --season 2025 --async +poetry run python scripts/import_league_season.py --season 2025 --async --concurrency 8 + +``--async`` uses the bounded-concurrency ingestion path +(``ingest_league_season_async``), fetching several teams from MLB at once over +one shared connection. Without it, teams are ingested one at a time +(``ingest_league_season``), which remains the default and is kept available as +a simple reference and debug path. ``--concurrency`` sets how many teams may be +fetching at once and requires ``--async``; it defaults to a modest bound. Exit codes ---------- 0 every discovered team was ingested (COMPLETE coverage) -1 the run could not be carried out: invalid season, discovery failure, or - coverage state could not be persisted +1 the run could not be carried out: invalid season, invalid concurrency, + discovery failure, or coverage state could not be persisted 2 the run finished but at least one discovered team failed (INCOMPLETE coverage). Teams that succeeded are committed; rerun to re-attempt. @@ -21,6 +30,7 @@ """ import argparse +import asyncio import json import sys @@ -35,8 +45,10 @@ LeagueTeamIngestionStatus, ) from app.services.league_season_ingestion import ( + DEFAULT_LEAGUE_CONCURRENCY, LeagueSeasonIngestionError, ingest_league_season, + ingest_league_season_async, ) from app.services.league_teams import MlbTeamDiscoveryError @@ -63,6 +75,24 @@ def build_parser() -> argparse.ArgumentParser: default="table", help="Output format (default: table).", ) + parser.add_argument( + "--async", + dest="use_async", + action="store_true", + help=( + "Use the bounded-concurrency async ingestion path instead of the " + "sequential default." + ), + ) + parser.add_argument( + "--concurrency", + type=int, + default=None, + help=( + "Max teams fetching from MLB at once. Requires --async. " + f"(default: {DEFAULT_LEAGUE_CONCURRENCY})." + ), + ) return parser @@ -148,6 +178,10 @@ def main(argv: list[str] | None = None) -> int: """Run the league import command and return a process exit code.""" parser = build_parser() args = parser.parse_args(argv) + if args.concurrency is not None and not args.use_async: + parser.error("--concurrency requires --async") + if args.concurrency is not None and args.concurrency < 1: + parser.error("--concurrency must be at least 1") show_progress = args.format == "table" def on_team_complete( @@ -160,7 +194,8 @@ def on_team_complete( print(format_progress_line(position, total, team_result), flush=True) if show_progress: - print(f"MLB League Import — {args.season}") + mode = " (async)" if args.use_async else "" + print(f"MLB League Import{mode} — {args.season}") settings = get_settings() engine = build_engine(settings.database_url) @@ -168,11 +203,26 @@ def on_team_complete( session = session_factory() try: - result = ingest_league_season( - session=session, - season=args.season, - on_team_complete=on_team_complete if show_progress else None, - ) + if args.use_async: + concurrency = ( + args.concurrency + if args.concurrency is not None + else DEFAULT_LEAGUE_CONCURRENCY + ) + result = asyncio.run( + ingest_league_season_async( + session=session, + season=args.season, + concurrency=concurrency, + on_team_complete=on_team_complete if show_progress else None, + ) + ) + else: + result = ingest_league_season( + session=session, + season=args.season, + on_team_complete=on_team_complete if show_progress else None, + ) except MlbTeamDiscoveryError as exc: print(f"error: {exc}", file=sys.stderr) return EXIT_ERROR diff --git a/tests/test_import_league_season.py b/tests/test_import_league_season.py index 08022c6..0a0a144 100644 --- a/tests/test_import_league_season.py +++ b/tests/test_import_league_season.py @@ -2,7 +2,7 @@ import json from datetime import datetime -from unittest.mock import patch +from unittest.mock import AsyncMock, patch import pytest from scripts import import_league_season as league_cli @@ -16,6 +16,7 @@ LeagueTeamIngestionStatus, ) from app.services.league_season_ingestion import ( + DEFAULT_LEAGUE_CONCURRENCY, InvalidSeasonError, LeagueIngestionStateError, ) @@ -322,3 +323,113 @@ def test_an_operational_database_error_is_not_relabelled_as_migrations( assert exit_code == league_cli.EXIT_ERROR assert "alembic upgrade head" not in captured.err assert "database is locked" in captured.err + + +# -------------------------------------------------------------------------- +# --async / --concurrency argument handling +# -------------------------------------------------------------------------- + + +def test_async_flag_and_concurrency_parse() -> None: + args = league_cli.build_parser().parse_args( + ["--season", "2025", "--async", "--concurrency", "8"] + ) + assert args.use_async is True + assert args.concurrency == 8 + + +def test_async_flag_defaults_to_false_and_no_explicit_concurrency() -> None: + args = league_cli.build_parser().parse_args(["--season", "2025"]) + assert args.use_async is False + assert args.concurrency is None + + +def run_async_cli( + argv: list[str], + *, + result: LeagueSeasonIngestionResult | Exception, +) -> tuple[int, AsyncMock]: + """Run the CLI with the async service replaced by an ``AsyncMock``.""" + mock = AsyncMock( + side_effect=result if isinstance(result, Exception) else None, + return_value=None if isinstance(result, Exception) else result, + ) + with ( + patch( + "scripts.import_league_season.get_settings", return_value=MEMORY_SETTINGS + ), + patch("scripts.import_league_season.ingest_league_season_async", mock), + ): + exit_code = league_cli.main(argv) + return exit_code, mock + + +def test_concurrency_without_async_is_a_usage_error() -> None: + with pytest.raises(SystemExit) as exc_info: + league_cli.main(["--season", "2025", "--concurrency", "4"]) + assert exc_info.value.code == 2 + + +def test_zero_concurrency_is_a_usage_error() -> None: + with pytest.raises(SystemExit) as exc_info: + league_cli.main(["--season", "2025", "--async", "--concurrency", "0"]) + assert exc_info.value.code == 2 + + +def test_async_run_invokes_the_async_service_with_the_given_concurrency() -> None: + exit_code, mock = run_async_cli( + ["--season", "2025", "--async", "--concurrency", "8"], result=COMPLETE_RESULT + ) + assert exit_code == 0 + assert mock.await_args.kwargs["concurrency"] == 8 + assert mock.await_args.kwargs["season"] == 2025 + + +def test_async_run_without_explicit_concurrency_uses_the_default() -> None: + exit_code, mock = run_async_cli( + ["--season", "2025", "--async"], result=COMPLETE_RESULT + ) + assert exit_code == 0 + assert mock.await_args.kwargs["concurrency"] == DEFAULT_LEAGUE_CONCURRENCY + + +def test_sync_run_does_not_touch_the_async_service() -> None: + with ( + patch( + "scripts.import_league_season.get_settings", return_value=MEMORY_SETTINGS + ), + patch( + "scripts.import_league_season.ingest_league_season", + return_value=COMPLETE_RESULT, + ), + patch( + "scripts.import_league_season.ingest_league_season_async", + AsyncMock(), + ) as async_mock, + ): + exit_code = league_cli.main(["--season", "2025"]) + assert exit_code == 0 + async_mock.assert_not_awaited() + + +def test_async_incomplete_run_exits_nonzero( + capsys: pytest.CaptureFixture[str], +) -> None: + exit_code, _ = run_async_cli( + ["--season", "2025", "--async"], result=INCOMPLETE_RESULT + ) + captured = capsys.readouterr() + assert exit_code == league_cli.EXIT_INCOMPLETE + assert "Ingestion coverage: INCOMPLETE" in captured.out + + +def test_async_run_error_is_reported_like_the_sync_path( + capsys: pytest.CaptureFixture[str], +) -> None: + exit_code, _ = run_async_cli( + ["--season", "1776", "--async"], + result=InvalidSeasonError("Season 1776 is outside 1876-2027"), + ) + captured = capsys.readouterr() + assert exit_code == league_cli.EXIT_ERROR + assert captured.err.startswith("error: ") diff --git a/tests/test_league_season_ingestion_async.py b/tests/test_league_season_ingestion_async.py new file mode 100644 index 0000000..f8b40fc --- /dev/null +++ b/tests/test_league_season_ingestion_async.py @@ -0,0 +1,685 @@ +"""Tests for the bounded-concurrency league ingestion path. + +These follow the same shape as ``test_league_season_ingestion.py``: real-path +tests drive discovery, fetch, and persistence together against the captured +fixtures; a few orchestration tests isolate the concurrency and write-ordering +guarantees that fixtures alone cannot exercise on demand. Nothing here touches +the network. +""" + +import asyncio +from typing import Any +from unittest.mock import patch + +import pytest +from mlbstatsapi.exceptions import MlbTransportError +from mlbstatsapi.models.schedules import Schedule +from mlbstatsapi.models.teams import Team +from sqlalchemy.orm import Session + +from app.database.models import TeamGameBattingLineRecord, TeamGamePitchingLineRecord +from app.database.repositories import ( + get_league_season_ingestion, + list_team_season, + list_team_season_pitching, +) +from app.schemas.ingestion import ( + LeagueSeasonIngestionStatus, + LeagueTeamIngestionStatus, +) +from app.services.league_season_ingestion import ( + DEFAULT_LEAGUE_CONCURRENCY, + InvalidConcurrencyError, + ingest_league_season, + ingest_league_season_async, +) +from app.services.league_teams import MlbTeamDiscoveryError, NoMlbTeamsDiscoveredError +from tests.test_league_season_ingestion import ( + CUBS_GAME_COUNT, + CUBS_ID, + CUBS_NAME, + MARINERS_ID, + MARINERS_NAME, + SEASON, + build_source, + make_team, + stored_row_count, +) + + +class AsyncFakeLeagueMlb: + """Async counterpart of ``FakeLeagueMlb``. + + Tracks how many requests of each kind are in flight at once, so a test + can assert the concurrency bound was actually honored rather than just + that the final result looks right. ``delay`` forces requests to overlap; + without it, requests can complete before any other request starts and the + bound is never actually exercised. + """ + + def __init__( + self, + *, + teams: list[Team] | Exception, + sources: dict[int, Any] | None = None, + delay: float = 0.01, + ) -> None: + self._teams = teams + self._sources = sources or {} + self._delay = delay + self.team_stats_calls: list[int] = [] + self.in_flight = 0 + self.max_in_flight = 0 + self._client_constructions = 0 + + @staticmethod + def _resolve(value: Any) -> Any: + if isinstance(value, Exception): + raise value + return value + + async def _tracked_delay(self) -> None: + self.in_flight += 1 + self.max_in_flight = max(self.max_in_flight, self.in_flight) + try: + await asyncio.sleep(self._delay) + finally: + self.in_flight -= 1 + + async def get_teams(self, sport_id: int = 1, **params: Any) -> list[Team]: + return self._resolve(self._teams) + + async def get_team(self, team_id: int, **params: Any) -> Team | None: + await self._tracked_delay() + return self._resolve(self._sources[team_id].team) + + async def get_team_stats( + self, team_id: int, stats: list[str], groups: list[str], **params: Any + ) -> dict[str, Any]: + self.team_stats_calls.append(team_id) + await self._tracked_delay() + resolved = self._resolve(self._sources[team_id].team_stats) + if not isinstance(resolved, dict): + return resolved + return {group: resolved[group] for group in groups if group in resolved} + + async def get_schedule(self, **params: Any) -> Schedule | None: + await self._tracked_delay() + return self._resolve(self._sources[params["team_id"]].schedule) + + +def make_async_league_client( + *, mariners_stats: dict[str, Any] | Exception | None = None, delay: float = 0.01 +) -> AsyncFakeLeagueMlb: + return AsyncFakeLeagueMlb( + teams=[ + make_team(CUBS_ID, CUBS_NAME), + make_team(MARINERS_ID, MARINERS_NAME), + ], + sources={ + CUBS_ID: build_source(CUBS_ID, CUBS_NAME), + MARINERS_ID: build_source( + MARINERS_ID, MARINERS_NAME, team_stats=mariners_stats + ), + }, + delay=delay, + ) + + +def run_async(coro): + return asyncio.run(coro) + + +# -------------------------------------------------------------------------- +# Real path: discovery, async fetch, and real persistence +# -------------------------------------------------------------------------- + + +def test_every_discovered_team_is_ingested(migrated_session: Session) -> None: + result = run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + assert result.teams_discovered == 2 + assert result.teams_succeeded == 2 + assert result.status is LeagueSeasonIngestionStatus.COMPLETE + + +def test_both_clubs_games_are_actually_persisted(migrated_session: Session) -> None: + run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + cubs = list_team_season(migrated_session, team_id=CUBS_ID, season=SEASON) + mariners = list_team_season(migrated_session, team_id=MARINERS_ID, season=SEASON) + assert len(cubs) == CUBS_GAME_COUNT + assert len(mariners) == CUBS_GAME_COUNT + assert stored_row_count(migrated_session) == 2 * CUBS_GAME_COUNT + + +def test_repeat_ingestion_is_idempotent(migrated_session: Session) -> None: + run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + result = run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + assert (result.inserted, result.updated) == (0, 0) + assert result.unchanged == 2 * CUBS_GAME_COUNT + assert result.status is LeagueSeasonIngestionStatus.COMPLETE + + +def test_a_failing_club_does_not_undo_the_clubs_before_it( + migrated_session: Session, +) -> None: + result = run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client( + mariners_stats=MlbTransportError("Request failed") + ), + ) + ) + assert result.teams_succeeded == 1 + assert result.teams_failed == 1 + assert result.status is LeagueSeasonIngestionStatus.INCOMPLETE + assert len(list_team_season(migrated_session, team_id=CUBS_ID, season=SEASON)) == ( + CUBS_GAME_COUNT + ) + + +def test_a_rerun_can_reach_complete_after_a_failure(migrated_session: Session) -> None: + run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client( + mariners_stats=MlbTransportError("Request failed") + ), + ) + ) + result = run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + assert result.status is LeagueSeasonIngestionStatus.COMPLETE + state = get_league_season_ingestion(migrated_session, season=SEASON) + assert state is not None + assert state.status is LeagueSeasonIngestionStatus.COMPLETE + + +def test_failed_team_result_names_the_club_and_the_error( + migrated_session: Session, +) -> None: + result = run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client( + mariners_stats=MlbTransportError("Request failed") + ), + ) + ) + failed = next( + team + for team in result.team_results + if team.status is LeagueTeamIngestionStatus.FAILED + ) + assert (failed.team_id, failed.team_name) == (MARINERS_ID, MARINERS_NAME) + assert "TeamGameLogError" in (failed.error or "") + + +def test_coverage_state_is_persisted(migrated_session: Session) -> None: + result = run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + state = get_league_season_ingestion(migrated_session, season=SEASON) + assert state is not None + assert state.status is LeagueSeasonIngestionStatus.COMPLETE + assert state.started_at == result.started_at + assert state.completed_at == result.completed_at + + +# -------------------------------------------------------------------------- +# Sequential vs concurrent parity +# -------------------------------------------------------------------------- + + +def test_async_and_sequential_persist_identical_batting_and_pitching_data( + migrated_session: Session, +) -> None: + """The two transports must agree on every meaningful persisted value. + + The architectural claim under test is "sequential and async ingestion + persist identical baseball data" — not just a few chosen columns. This + compares full ``TeamGameBattingLine`` / ``TeamGamePitchingLine`` domain + objects reconstructed from what each path actually persisted, via the + same ``to_domain()`` conversion the application itself uses, so nothing + here re-implements normalization to build an expected value; it only + compares the two paths' real, persisted results. ``to_domain()`` already + excludes persistence metadata (row id, created_at, updated_at), so + equality is over baseball fields only. + """ + from tests.test_league_season_ingestion import make_league_client + + def persisted(session: Session) -> tuple[set[Any], set[Any]]: + batting = { + line + for team_id in (CUBS_ID, MARINERS_ID) + for line in list_team_season(session, team_id=team_id, season=SEASON) + } + pitching = { + line + for team_id in (CUBS_ID, MARINERS_ID) + for line in list_team_season_pitching( + session, team_id=team_id, season=SEASON + ) + } + return batting, pitching + + run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=make_async_league_client() + ) + ) + async_batting, async_pitching = persisted(migrated_session) + + migrated_session.query(TeamGameBattingLineRecord).delete() + migrated_session.query(TeamGamePitchingLineRecord).delete() + migrated_session.commit() + + ingest_league_season( + session=migrated_session, season=SEASON, client=make_league_client() + ) + sync_batting, sync_pitching = persisted(migrated_session) + + assert async_batting == sync_batting + assert async_pitching == sync_pitching + # The comparison above must actually exercise real rows rather than + # vacuously agreeing over two empty sets. + assert async_batting and async_pitching + + +# -------------------------------------------------------------------------- +# Concurrency bound, client reuse, and write serialization +# -------------------------------------------------------------------------- + + +SYNTHETIC_TEAM_ID_BASE = 900 + + +def many_teams_client(count: int, *, delay: float = 0.01) -> AsyncFakeLeagueMlb: + """Build ``count`` synthetic clubs, each a retargeted copy of the Cubs. + + Ids start well above any real MLB team id (roughly 108-158) so a + synthetic club never collides with an opponent already present inside + the retargeted Cubs fixture data, the way ``100 + i`` did (108 collides + with the Angels, who the fixture Cubs season actually played). + """ + ids = [SYNTHETIC_TEAM_ID_BASE + i for i in range(count)] + teams = [make_team(team_id, f"Team {team_id}") for team_id in ids] + sources = {team_id: build_source(team_id, f"Team {team_id}") for team_id in ids} + return AsyncFakeLeagueMlb(teams=teams, sources=sources, delay=delay) + + +def test_concurrent_fetches_never_exceed_the_bound(migrated_session: Session) -> None: + client = many_teams_client(6, delay=0.02) + run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=client, concurrency=2 + ) + ) + assert client.max_in_flight <= 2 + # The bound must actually have been exercised, not just never violated. + assert client.max_in_flight >= 2 + + +def test_default_concurrency_is_a_modest_positive_bound() -> None: + assert DEFAULT_LEAGUE_CONCURRENCY >= 1 + + +@pytest.mark.parametrize("concurrency", [0, -1]) +def test_an_invalid_concurrency_is_refused_before_any_request( + migrated_session: Session, concurrency: int +) -> None: + client = many_teams_client(2) + with pytest.raises(InvalidConcurrencyError): + run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=client, + concurrency=concurrency, + ) + ) + assert client.team_stats_calls == [] + + +def test_one_client_is_opened_and_closed_for_the_whole_run( + migrated_session: Session, +) -> None: + """Thirty teams must not mean thirty AsyncMlb clients.""" + from unittest.mock import patch + + owned = make_async_league_client() + closed: list[bool] = [] + + class OwnedClient: + async def __aenter__(self) -> AsyncFakeLeagueMlb: + return owned + + async def __aexit__(self, *args: object) -> None: + closed.append(True) + + with patch( + "app.services.league_season_ingestion.AsyncMlb", return_value=OwnedClient() + ) as client_factory: + result = run_async( + ingest_league_season_async(session=migrated_session, season=SEASON) + ) + + assert client_factory.call_count == 1 + assert closed == [True] + assert result.status is LeagueSeasonIngestionStatus.COMPLETE + + +def test_no_overlapping_database_writes(migrated_session: Session) -> None: + """Persistence must never run for two teams at the same time. + + ``persist_team_season`` itself contains no ``await``, so nothing can + interleave with it once it starts; this guards the ``write_lock`` that + makes that guarantee explicit rather than incidental, in case a future + change adds an ``await`` to the persistence path. + """ + from unittest.mock import patch + + import app.services.league_season_ingestion as league_module + + active_writers = 0 + max_active_writers = 0 + real_persist = league_module.persist_team_season + + def tracking_persist(*args: object, **kwargs: object): + nonlocal active_writers, max_active_writers + active_writers += 1 + max_active_writers = max(max_active_writers, active_writers) + try: + return real_persist(*args, **kwargs) + finally: + active_writers -= 1 + + client = many_teams_client(6, delay=0.02) + with patch( + "app.services.league_season_ingestion.persist_team_season", + side_effect=tracking_persist, + ): + result = run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=client, concurrency=4 + ) + ) + + assert max_active_writers == 1 + assert result.teams_succeeded == 6 + + +def test_an_unexpected_error_is_not_reported_as_a_missing_team( + migrated_session: Session, +) -> None: + from unittest.mock import patch + + with ( + patch( + "app.services.league_season_ingestion.get_team_game_lines_async", + side_effect=RuntimeError("boom"), + ), + pytest.raises(RuntimeError, match="boom"), + ): + run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client(), + ) + ) + + +def run_on_a_bare_loop(coro): + """Run ``coro`` on a fresh loop that performs no shutdown cleanup of its own. + + ``asyncio.run`` cancels any tasks still left on the loop as part of its + own teardown, which would make a sibling team's task look cancelled + whether or not ``ingest_league_season_async`` cancelled it itself. Using + a bare ``run_until_complete`` instead means the only thing that can have + stopped a still-running sibling by the time this returns is the function + under test. + """ + loop = asyncio.new_event_loop() + try: + return loop.run_until_complete(coro) + finally: + loop.close() + + +def test_unexpected_error_cancels_and_drains_a_still_running_sibling( + migrated_session: Session, +) -> None: + """A sibling still mid-fetch must be cancelled before the error escapes. + + Plain ``asyncio.gather`` propagates the failing team's exception without + cancelling a still-running sibling; left alone, that sibling could keep + making MLB requests or reach ``persist_team_season`` after the caller has + already been told the run failed. The Cubs fail immediately and + unexpectedly while the Mariners are still awaiting their fetch; by the + time the ``RuntimeError`` reaches the caller, the Mariners task must + already have been cancelled and must never have reached persistence. + """ + cancelled_teams: list[int] = [] + persisted_teams: list[int] = [] + + import app.services.league_season_ingestion as league_module + + real_persist = league_module.persist_team_season + + def tracking_persist(*args: Any, **kwargs: Any) -> Any: + persisted_teams.append(kwargs["team_id"]) + return real_persist(*args, **kwargs) + + async def fake_fetch(team_id: int, season: int, *, client: Any) -> Any: + if team_id == CUBS_ID: + raise RuntimeError("boom") + try: + await asyncio.sleep(10) + except asyncio.CancelledError: + cancelled_teams.append(team_id) + raise + raise AssertionError("Mariners fetch should have been cancelled") + + with ( + patch( + "app.services.league_season_ingestion.get_team_game_lines_async", + side_effect=fake_fetch, + ), + patch( + "app.services.league_season_ingestion.persist_team_season", + side_effect=tracking_persist, + ), + pytest.raises(RuntimeError, match="boom"), + ): + run_on_a_bare_loop( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client(), + concurrency=2, + ) + ) + + assert cancelled_teams == [MARINERS_ID] + assert persisted_teams == [] + + +def test_a_raising_progress_callback_cancels_and_drains_a_still_running_sibling( + migrated_session: Session, +) -> None: + """A callback exception must cancel a still-running sibling too. + + ``on_team_complete`` exceptions are intentionally never absorbed, but + letting one propagate must not leave another team still running. The + Cubs are ingested for real and finish first; their completion callback + raises. The Mariners are still awaiting their fetch at that moment, and + must be cancelled and drained — never reaching persistence — before the + callback's exception reaches the caller. The Cubs' own already-committed + rows must survive untouched. + """ + cancelled_teams: list[int] = [] + persisted_teams: list[int] = [] + + import app.services.league_season_ingestion as league_module + + real_fetch = league_module.get_team_game_lines_async + real_persist = league_module.persist_team_season + + def tracking_persist(*args: Any, **kwargs: Any) -> Any: + persisted_teams.append(kwargs["team_id"]) + return real_persist(*args, **kwargs) + + async def fake_fetch(team_id: int, season: int, *, client: Any) -> Any: + if team_id == MARINERS_ID: + try: + await asyncio.sleep(10) + except asyncio.CancelledError: + cancelled_teams.append(team_id) + raise + raise AssertionError("Mariners fetch should have been cancelled") + return await real_fetch(team_id, season, client=client) + + class CallbackBoom(Exception): + pass + + def raising_callback(position: int, total: int, result: Any) -> None: + if result.team_id == CUBS_ID: + raise CallbackBoom("callback boom") + + with ( + patch( + "app.services.league_season_ingestion.get_team_game_lines_async", + side_effect=fake_fetch, + ), + patch( + "app.services.league_season_ingestion.persist_team_season", + side_effect=tracking_persist, + ), + pytest.raises(CallbackBoom, match="callback boom"), + ): + run_on_a_bare_loop( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client(), + concurrency=2, + on_team_complete=raising_callback, + ) + ) + + assert cancelled_teams == [MARINERS_ID] + assert persisted_teams == [CUBS_ID] + assert len(list_team_season(migrated_session, team_id=CUBS_ID, season=SEASON)) == ( + CUBS_GAME_COUNT + ) + + +def test_coverage_is_left_running_when_a_run_does_not_finish( + migrated_session: Session, +) -> None: + from unittest.mock import patch + + with ( + patch( + "app.services.league_season_ingestion.get_team_game_lines_async", + side_effect=RuntimeError("boom"), + ), + pytest.raises(RuntimeError), + ): + run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client(), + ) + ) + state = get_league_season_ingestion(migrated_session, season=SEASON) + assert state is not None + assert state.status is LeagueSeasonIngestionStatus.RUNNING + assert state.completed_at is None + + +def test_zero_discovered_teams_stops_before_any_state_is_written( + migrated_session: Session, +) -> None: + client = AsyncFakeLeagueMlb(teams=[]) + with pytest.raises(NoMlbTeamsDiscoveredError): + run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=client + ) + ) + assert get_league_season_ingestion(migrated_session, season=SEASON) is None + + +def test_discovery_failure_stops_before_any_state_is_written( + migrated_session: Session, +) -> None: + client = AsyncFakeLeagueMlb(teams=MlbTransportError("Request failed")) + with pytest.raises(MlbTeamDiscoveryError): + run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=client + ) + ) + assert get_league_season_ingestion(migrated_session, season=SEASON) is None + + +def test_progress_position_is_within_range_and_teams_all_report( + migrated_session: Session, +) -> None: + seen: list[tuple[int, int, int]] = [] + run_async( + ingest_league_season_async( + session=migrated_session, + season=SEASON, + client=make_async_league_client(), + on_team_complete=lambda position, total, result: seen.append( + (position, total, result.team_id) + ), + ) + ) + assert len(seen) == 2 + assert {position for position, _, _ in seen} == {1, 2} + assert {total for _, total, _ in seen} == {2} + assert {team_id for _, _, team_id in seen} == {CUBS_ID, MARINERS_ID} + + +def test_aggregate_row_count_at_scale_matches_the_sequential_path( + migrated_session: Session, +) -> None: + client = many_teams_client(10, delay=0.005) + result = run_async( + ingest_league_season_async( + session=migrated_session, season=SEASON, client=client, concurrency=3 + ) + ) + assert result.teams_discovered == 10 + assert result.teams_succeeded == 10 + assert result.status is LeagueSeasonIngestionStatus.COMPLETE + assert stored_row_count(migrated_session) == 10 * CUBS_GAME_COUNT diff --git a/tests/test_league_teams_async.py b/tests/test_league_teams_async.py new file mode 100644 index 0000000..ae290d9 --- /dev/null +++ b/tests/test_league_teams_async.py @@ -0,0 +1,92 @@ +"""Tests for the async MLB team discovery path. + +Mirrors ``test_league_teams.py`` rather than duplicating it: the async and +sync entry points share ``_finish_discovery`` (filtering, normalization, and +the duplicate-id check), so these tests only need to prove the async +transport reaches that shared code the same way the sync transport does. +Nothing here touches the network. +""" + +import asyncio +from typing import Any + +import pytest +from mlbstatsapi.exceptions import MlbTransportError + +from app.schemas.teams import MlbTeam +from app.services.league_teams import ( + MlbTeamDiscoveryError, + NoMlbTeamsDiscoveredError, + discover_mlb_teams, + discover_mlb_teams_async, +) +from tests.test_league_teams import ( + AAA_SPORT, + CUBS, + MARINERS, + SEASON, + FakeTeamDirectory, + make_team, +) + +CUBS_AGAIN = make_team(112, "Chicago Cubs") + + +class AsyncFakeTeamDirectory: + """Async counterpart of ``FakeTeamDirectory``.""" + + def __init__(self, teams: list) -> None: + self._teams = teams + self.calls: list[dict[str, Any]] = [] + + async def get_teams(self, sport_id: int = 1, **params: Any) -> list: + self.calls.append({"sport_id": sport_id, **params}) + if isinstance(self._teams, Exception): + raise self._teams + return self._teams + + +def test_async_discovery_matches_sync() -> None: + sync_result = discover_mlb_teams(SEASON, client=FakeTeamDirectory([CUBS, MARINERS])) + async_result = asyncio.run( + discover_mlb_teams_async( + SEASON, client=AsyncFakeTeamDirectory([CUBS, MARINERS]) + ) + ) + assert async_result == sync_result + assert async_result == [ + MlbTeam(team_id=112, team_name="Chicago Cubs", season=SEASON), + MlbTeam(team_id=136, team_name="Seattle Mariners", season=SEASON), + ] + + +def test_async_request_parameters_match_sync() -> None: + client = AsyncFakeTeamDirectory([CUBS]) + asyncio.run(discover_mlb_teams_async(SEASON, client=client)) + assert client.calls == [{"sport_id": 1, "season": SEASON}] + + +def test_async_excludes_non_major_league_clubs() -> None: + affiliate = make_team(403, "Tacoma Rainiers", sport=AAA_SPORT) + client = AsyncFakeTeamDirectory([CUBS, affiliate]) + result = asyncio.run(discover_mlb_teams_async(SEASON, client=client)) + assert [team.team_id for team in result] == [112] + + +def test_async_upstream_failure_is_wrapped_the_same_way() -> None: + client = AsyncFakeTeamDirectory(MlbTransportError("Request failed")) + with pytest.raises(MlbTeamDiscoveryError, match="2025"): + asyncio.run(discover_mlb_teams_async(SEASON, client=client)) + + +def test_async_empty_discovery_is_a_failure() -> None: + client = AsyncFakeTeamDirectory([]) + with pytest.raises(NoMlbTeamsDiscoveredError, match="2025"): + asyncio.run(discover_mlb_teams_async(SEASON, client=client)) + + +def test_async_duplicate_team_id_is_refused_the_same_way() -> None: + client = AsyncFakeTeamDirectory([CUBS, MARINERS, CUBS_AGAIN]) + with pytest.raises(MlbTeamDiscoveryError) as excinfo: + asyncio.run(discover_mlb_teams_async(SEASON, client=client)) + assert "112" in str(excinfo.value) diff --git a/tests/test_team_game_logs_async.py b/tests/test_team_game_logs_async.py new file mode 100644 index 0000000..56e42a2 --- /dev/null +++ b/tests/test_team_game_logs_async.py @@ -0,0 +1,129 @@ +"""Tests for the async MLB game-log retrieval path. + +These mirror ``test_team_game_logs.py`` rather than duplicating it: the goal +is to prove the async path produces the identical normalized output, makes +the identical requests, and translates upstream errors the identical way as +the synchronous path — because both call the same private normalization and +validation helpers in ``app.services.team_game_logs``. Nothing here touches +the network; ``AsyncFakeMlb`` wraps the existing ``FakeMlb`` fixture fake so +the two paths are driven by the exact same captured data. +""" + +import asyncio + +import pytest +from mlbstatsapi.exceptions import MlbTransportError + +from app.services.team_game_logs import ( + TeamGameDataError, + TeamGameLogError, + TeamNotFoundError, + get_team_game_lines, + get_team_game_lines_async, +) +from tests.test_team_game_logs import ( + SEASON, + FakeMlb, + build_schedule, + build_team_stats, + drop_game_log_splits, + load_payload, + make_client, +) + +CUBS_ID = 112 + + +class AsyncFakeMlb: + """Async counterpart of ``FakeMlb``. + + Wraps a ``FakeMlb`` instance rather than reimplementing it, so both + transports are driven by one fixture-loading and error-raising + implementation. ``delay`` lets a test force overlapping in-flight + requests without touching the network. + """ + + def __init__(self, sync: FakeMlb, *, delay: float = 0.0) -> None: + self._sync = sync + self._delay = delay + + async def _maybe_delay(self) -> None: + if self._delay: + await asyncio.sleep(self._delay) + + async def get_team(self, team_id: int, **params: object): + await self._maybe_delay() + return self._sync.get_team(team_id, **params) + + async def get_team_stats( + self, team_id: int, stats: list[str], groups: list[str], **params: object + ): + await self._maybe_delay() + return self._sync.get_team_stats(team_id, stats, groups, **params) + + async def get_schedule(self, **params: object): + await self._maybe_delay() + return self._sync.get_schedule(**params) + + @property + def calls(self) -> dict: + return self._sync.calls + + @property + def stat_group_calls(self) -> list[tuple[str, ...]]: + return self._sync.stat_group_calls + + +def make_async_client(**kwargs: object) -> AsyncFakeMlb: + return AsyncFakeMlb(make_client(**kwargs)) + + +def test_async_batting_and_pitching_match_sync() -> None: + sync_batting, sync_pitching = get_team_game_lines( + CUBS_ID, SEASON, client=make_client() + ) + async_batting, async_pitching = asyncio.run( + get_team_game_lines_async(CUBS_ID, SEASON, client=make_async_client()) + ) + assert async_batting == sync_batting + assert async_pitching == sync_pitching + assert len(async_batting) == 6 + + +def test_async_requests_match_sync_parameters() -> None: + sync_client = make_client() + get_team_game_lines(CUBS_ID, SEASON, client=sync_client) + + async_client = make_async_client() + asyncio.run(get_team_game_lines_async(CUBS_ID, SEASON, client=async_client)) + + assert async_client.calls == sync_client.calls + assert async_client.stat_group_calls == sync_client.stat_group_calls + + +def test_async_transport_error_is_translated_the_same_way() -> None: + client = AsyncFakeMlb(FakeMlb(team=MlbTransportError("Request failed"))) + with pytest.raises(TeamGameLogError): + asyncio.run(get_team_game_lines_async(CUBS_ID, SEASON, client=client)) + + +def test_async_missing_team_is_reported_the_same_way() -> None: + client = AsyncFakeMlb(FakeMlb(team=None)) + with pytest.raises(TeamNotFoundError): + asyncio.run(get_team_game_lines_async(CUBS_ID, SEASON, client=client)) + + +def test_async_missing_completed_game_is_refused_the_same_way() -> None: + """A split ``python-mlb-statsapi`` drops must fail the same way async.""" + missing_game_pk = 776640 + short_log = drop_game_log_splits( + load_payload("cubs_2025_hitting_game_log"), missing_game_pk + ) + client = AsyncFakeMlb( + FakeMlb( + team_stats=build_team_stats(short_log), + schedule=build_schedule(load_payload("cubs_2025_schedule")), + ) + ) + with pytest.raises(TeamGameDataError, match=str(missing_game_pk)): + asyncio.run(get_team_game_lines_async(CUBS_ID, SEASON, client=client)) diff --git a/tests/test_team_season_ingestion_async.py b/tests/test_team_season_ingestion_async.py new file mode 100644 index 0000000..1ffd5fe --- /dev/null +++ b/tests/test_team_season_ingestion_async.py @@ -0,0 +1,107 @@ +"""Tests for the async team-season ingestion entry point. + +``ingest_team_season_async`` fetches with ``await`` and then calls the exact +same ``persist_team_season`` helper the sync path uses, so these tests focus +on what could plausibly differ: that persistence is still atomic and +idempotent, and that ingestion failures surface the same way. +""" + +import asyncio + +from sqlalchemy import func, select +from sqlalchemy.orm import Session + +from app.database.models import TeamGameBattingLineRecord, TeamGamePitchingLineRecord +from app.services.team_season_ingestion import ingest_team_season_async +from tests.test_team_game_logs_async import make_async_client +from tests.test_team_season_ingestion import CUBS_ID, SEASON + + +def test_async_first_import_reports_all_inserted(migrated_session: Session) -> None: + result = asyncio.run( + ingest_team_season_async( + session=migrated_session, + team_id=CUBS_ID, + season=SEASON, + client=make_async_client(), + ) + ) + assert result.fetched == 6 + assert result.inserted == 6 + assert result.pitching is not None + assert result.pitching.inserted == 6 + + +def test_async_batting_and_pitching_commit_together(migrated_session: Session) -> None: + """Both tables are populated by one call, in one transaction.""" + asyncio.run( + ingest_team_season_async( + session=migrated_session, + team_id=CUBS_ID, + season=SEASON, + client=make_async_client(), + ) + ) + batting_count = migrated_session.scalar( + select(func.count()).select_from(TeamGameBattingLineRecord) + ) + pitching_count = migrated_session.scalar( + select(func.count()).select_from(TeamGamePitchingLineRecord) + ) + assert batting_count == 6 + assert pitching_count == 6 + + +def test_async_repeat_import_is_idempotent(migrated_session: Session) -> None: + client = make_async_client() + asyncio.run( + ingest_team_season_async( + session=migrated_session, team_id=CUBS_ID, season=SEASON, client=client + ) + ) + result = asyncio.run( + ingest_team_season_async( + session=migrated_session, team_id=CUBS_ID, season=SEASON, client=client + ) + ) + assert (result.inserted, result.updated) == (0, 0) + assert result.unchanged == 6 + + +def test_async_and_sequential_ingestion_persist_the_same_rows( + migrated_session: Session, +) -> None: + """The two transports must not diverge on what ends up in the database.""" + from app.database.repositories import list_team_season, list_team_season_pitching + from app.services.team_season_ingestion import ingest_team_season + from tests.test_team_game_logs import make_client + + asyncio.run( + ingest_team_season_async( + session=migrated_session, + team_id=CUBS_ID, + season=SEASON, + client=make_async_client(), + ) + ) + async_batting = list_team_season(migrated_session, team_id=CUBS_ID, season=SEASON) + async_pitching = list_team_season_pitching( + migrated_session, team_id=CUBS_ID, season=SEASON + ) + + other_session = migrated_session + # Clear and re-run the sequential path against the same schema to compare. + other_session.query(TeamGameBattingLineRecord).delete() + other_session.query(TeamGamePitchingLineRecord).delete() + other_session.commit() + + ingest_team_season( + session=other_session, team_id=CUBS_ID, season=SEASON, client=make_client() + ) + sync_batting = list_team_season(other_session, team_id=CUBS_ID, season=SEASON) + sync_pitching = list_team_season_pitching( + other_session, team_id=CUBS_ID, season=SEASON + ) + + assert async_batting == sync_batting + assert async_pitching == sync_pitching