diff --git a/benchmarks/benchmark_loadtime.py b/benchmarks/benchmark_loadtime.py index c0080c4..e3975df 100644 --- a/benchmarks/benchmark_loadtime.py +++ b/benchmarks/benchmark_loadtime.py @@ -67,7 +67,7 @@ def benchmark_gdrive_load_state(): add_peers=False, load_peers=True, ) - print(len(manager_do2.proposed_file_change_handler.event_cache.get_cached_events())) + print(len(manager_do2.datasite_owner_syncer.event_cache.get_cached_events())) print("initial sync") start = time.time() @@ -77,10 +77,7 @@ def benchmark_gdrive_load_state(): end = time.time() - assert ( - len(manager_do2.proposed_file_change_handler.event_cache.get_cached_events()) - == 10 - ) + assert len(manager_do2.datasite_owner_syncer.event_cache.get_cached_events()) == 10 print(f"Time taken to load state: {round(end - start, 2)} seconds") diff --git a/benchmarks/benchmark_rolling_state.py b/benchmarks/benchmark_rolling_state.py new file mode 100644 index 0000000..68f1d71 --- /dev/null +++ b/benchmarks/benchmark_rolling_state.py @@ -0,0 +1,229 @@ +"""Benchmark rolling state optimization for fresh login sync. + +This benchmark tests the rolling state feature which accumulates events after +a checkpoint, allowing fresh logins to sync with minimal API calls: +- Without rolling state: 1 checkpoint download + N individual event downloads +- With rolling state: 1 checkpoint download + 1 rolling state download + +Test scenario (two-phase approach to ensure rolling state is populated): +- PHASE 1: Create EVENTS_BEFORE_CHECKPOINT events, sync DO → creates checkpoint + (rolling state is initialized when checkpoint is created) +- PHASE 2: Create EVENTS_AFTER_CHECKPOINT events, sync DO → events go into rolling state + (these events are tracked because rolling state now exists) +- Fresh login should verify rolling state contains EVENTS_AFTER_CHECKPOINT events +""" + +import os +import time +from pathlib import Path +from syft_client.sync.syftbox_manager import SyftboxManager + +REPO_ROOT = Path(__file__).parent.parent +CREDENTIALS_DIR = REPO_ROOT / "credentials" +EMAIL_DO = os.environ["BEACH_EMAIL_DO"] +EMAIL_DS = os.environ["BEACH_EMAIL_DS"] +token_path_do = CREDENTIALS_DIR / os.environ.get( + "beach_credentials_fname_do", "token_do.json" +) +token_path_ds = CREDENTIALS_DIR / os.environ.get( + "beach_credentials_fname_ds", "token_ds.json" +) + +EVENTS_BEFORE_CHECKPOINT = 3 # Events to create before checkpoint (triggers checkpoint) +EVENTS_AFTER_CHECKPOINT = ( + 2 # Events to create after checkpoint (goes into rolling state) +) +CHECKPOINT_THRESHOLD = 3 # Checkpoint after 3 events + + +def benchmark_rolling_state(): + """Benchmark rolling state performance on fresh login with real GDrive.""" + os.environ["PRE_SYNC"] = "false" + + total_events = EVENTS_BEFORE_CHECKPOINT + EVENTS_AFTER_CHECKPOINT + + print("=" * 60) + print("ROLLING STATE BENCHMARK (GDrive)") + print("=" * 60) + print("Configuration:") + print(f" DO Email: {EMAIL_DO}") + print(f" DS Email: {EMAIL_DS}") + print(f" Events before checkpoint: {EVENTS_BEFORE_CHECKPOINT}") + print(f" Events after checkpoint: {EVENTS_AFTER_CHECKPOINT}") + print(f" Total events: {total_events}") + print(f" Checkpoint threshold: {CHECKPOINT_THRESHOLD}") + print(f" Expected rolling state events: {EVENTS_AFTER_CHECKPOINT}") + print() + + # Clean start - delete any existing syftboxes + print("Cleaning up existing syftboxes...") + ds, do = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + add_peers=False, + use_in_memory_cache=False, + ) + ds.delete_syftbox() + do.delete_syftbox() + + # Fresh pair for event submission + print("Creating fresh DS/DO pair...") + ds, do = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + use_in_memory_cache=False, + ) + + # PHASE 1: Submit events to trigger checkpoint creation + print( + f"\n[PHASE 1] Submitting {EVENTS_BEFORE_CHECKPOINT} file changes to trigger checkpoint..." + ) + submit_start = time.time() + + for i in range(EVENTS_BEFORE_CHECKPOINT): + ds.send_file_change( + f"{do.email}/file_{i:03d}.txt", + f"content for file {i} - benchmark rolling state test", + ) + print(f" Submitted file {i + 1}/{EVENTS_BEFORE_CHECKPOINT}") + + # Wait for Google Drive to propagate + print("\nWaiting for Google Drive propagation...") + time.sleep(5) + + # DO syncs and creates checkpoint (this initializes rolling state) + print("\nDO syncing (with auto-checkpoint)...") + sync_start = time.time() + do.sync(auto_checkpoint=True, checkpoint_threshold=CHECKPOINT_THRESHOLD) + do_sync_time_phase1 = time.time() - sync_start + print(f"DO sync complete: {do_sync_time_phase1:.2f}s") + + # Verify checkpoint was created and rolling state initialized + checkpoint_after_phase1 = do.connection_router.get_latest_checkpoint() + print("\nAfter Phase 1:") + print(f" Checkpoint exists: {checkpoint_after_phase1 is not None}") + print( + f" Rolling state initialized: {do.datasite_owner_syncer._rolling_state is not None}" + ) + + # PHASE 2: Submit more events AFTER checkpoint (these go into rolling state) + print( + f"\n[PHASE 2] Submitting {EVENTS_AFTER_CHECKPOINT} file changes after checkpoint..." + ) + + for i in range(EVENTS_BEFORE_CHECKPOINT, total_events): + ds.send_file_change( + f"{do.email}/file_{i:03d}.txt", + f"content for file {i} - benchmark rolling state test (after checkpoint)", + ) + print(f" Submitted file {i + 1}/{total_events}") + + # Wait for Google Drive to propagate + print("\nWaiting for Google Drive propagation...") + time.sleep(5) + + # DO syncs again - these events should go into rolling state + print("\nDO syncing (events go into rolling state)...") + sync_start = time.time() + do.sync( + auto_checkpoint=False + ) # Don't auto-checkpoint, we want events in rolling state + do_sync_time_phase2 = time.time() - sync_start + print(f"DO sync complete: {do_sync_time_phase2:.2f}s") + + submit_time = time.time() - submit_start + do_sync_time = do_sync_time_phase1 + do_sync_time_phase2 + + # Verify checkpoint and rolling state were created + checkpoint = do.connection_router.get_latest_checkpoint() + rolling_state = do.connection_router.get_rolling_state() + + print(f"\nState after {total_events} events:") + print(f" Checkpoint exists: {checkpoint is not None}") + if checkpoint: + print(f" Checkpoint files: {len(checkpoint.files)}") + print(f" Checkpoint timestamp: {checkpoint.timestamp}") + print(f" Rolling state exists: {rolling_state is not None}") + if rolling_state: + print(f" Rolling state events: {rolling_state.event_count}") + print( + f" Rolling state base checkpoint: {rolling_state.base_checkpoint_timestamp}" + ) + else: + print(" WARNING: Rolling state is None - events after checkpoint not tracked!") + + # Wait for Google Drive to propagate checkpoint and rolling state + print("\nWaiting for Google Drive propagation of checkpoint/rolling state...") + time.sleep(5) + + # Create a fresh DO manager to simulate initial sync from a new login + print("\n" + "-" * 60) + print("SIMULATING FRESH LOGIN") + print("-" * 60) + + _, fresh_do = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + use_in_memory_cache=False, + clear_caches=True, + ) + + # Verify we're using a different cache directory + assert ( + fresh_do.datasite_owner_syncer.event_cache.file_connection.base_dir + != do.datasite_owner_syncer.event_cache.file_connection.base_dir + ) + + # Benchmark fresh login sync + print("\nStarting fresh login sync...") + sync_start = time.time() + fresh_do.sync(auto_checkpoint=False) + fresh_sync_time = time.time() - sync_start + + # Get cache state + cache = fresh_do.datasite_owner_syncer.event_cache + files_in_cache = len(cache.file_hashes) + + # Print results + print("\n" + "=" * 60) + print("BENCHMARK RESULTS") + print("=" * 60) + print(f"Events before checkpoint: {EVENTS_BEFORE_CHECKPOINT}") + print(f"Events after checkpoint: {EVENTS_AFTER_CHECKPOINT}") + print(f"Total events submitted: {total_events}") + print(f"Checkpoint threshold: {CHECKPOINT_THRESHOLD}") + print( + f"Rolling state events: {rolling_state.event_count if rolling_state else 0}" + ) + print() + print("Timing:") + print(f" Total submission + sync: {submit_time:.2f}s") + print(f" DO sync (phase 1 + 2): {do_sync_time:.2f}s") + print(f" Fresh login sync: {fresh_sync_time:.2f}s") + print() + print(f"Files in cache after sync: {files_in_cache}") + print() + + return { + "total_events": total_events, + "events_before_checkpoint": EVENTS_BEFORE_CHECKPOINT, + "events_after_checkpoint": EVENTS_AFTER_CHECKPOINT, + "submit_time": submit_time, + "do_sync_time": do_sync_time, + "fresh_sync_time": fresh_sync_time, + "files_in_cache": files_in_cache, + "checkpoint_files": len(checkpoint.files) if checkpoint else 0, + "rolling_state_events": rolling_state.event_count if rolling_state else 0, + } + + +if __name__ == "__main__": + results = benchmark_rolling_state() + print("\nBenchmark complete!") + print(f"Results: {results}") diff --git a/syft_client/sync/checkpoints/__init__.py b/syft_client/sync/checkpoints/__init__.py new file mode 100644 index 0000000..1154dce --- /dev/null +++ b/syft_client/sync/checkpoints/__init__.py @@ -0,0 +1,17 @@ +from syft_client.sync.checkpoints.checkpoint import ( + Checkpoint, + CheckpointFile, + CHECKPOINT_FILENAME_PREFIX, +) +from syft_client.sync.checkpoints.rolling_state import ( + RollingState, + ROLLING_STATE_FILENAME_PREFIX, +) + +__all__ = [ + "Checkpoint", + "CheckpointFile", + "CHECKPOINT_FILENAME_PREFIX", + "RollingState", + "ROLLING_STATE_FILENAME_PREFIX", +] diff --git a/syft_client/sync/checkpoints/checkpoint.py b/syft_client/sync/checkpoints/checkpoint.py new file mode 100644 index 0000000..b2a1ae4 --- /dev/null +++ b/syft_client/sync/checkpoints/checkpoint.py @@ -0,0 +1,243 @@ +""" +Checkpoint data models for syft-client. + +Two types of checkpoints: +1. IncrementalCheckpoint - stores events for a range (e.g., events 1-50) +2. Checkpoint - full state snapshot (used after compacting) + +Flow: +- Events accumulate in RollingState +- At threshold (e.g., 50 events): RollingState → IncrementalCheckpoint +- After N incremental checkpoints: compact into single full Checkpoint +""" + +from typing import List, Dict, TYPE_CHECKING +from pydantic import BaseModel, Field +from pathlib import Path +from syft_client.sync.utils.syftbox_utils import ( + create_event_timestamp, + compress_data, + uncompress_data, +) + +if TYPE_CHECKING: + from syft_client.sync.events.file_change_event import FileChangeEvent + + +CHECKPOINT_FILENAME_PREFIX = "checkpoint" +INCREMENTAL_CHECKPOINT_PREFIX = "incremental_checkpoint" +CHECKPOINT_VERSION = 1 + +# Default compacting threshold: merge after this many incremental checkpoints +DEFAULT_COMPACTING_THRESHOLD = 4 + + +class CheckpointFile(BaseModel): + """Represents a single file in the checkpoint.""" + + path: str # Relative path in datasite (e.g., "public/syft_datasets/data.csv") + hash: str # Hash of the content (SHA256 hex string) + content: str # File content + + +class Checkpoint(BaseModel): + """ + A checkpoint is a complete snapshot of the current state. + + Contains all files and their hashes at a specific point in time. + Used to speed up initial sync by avoiding downloading all historical events. + """ + + version: int = CHECKPOINT_VERSION + timestamp: float = Field(default_factory=create_event_timestamp) + email: str + last_event_timestamp: float | None = None # Timestamp of last event included + files: List[CheckpointFile] = [] + + @property + def filename(self) -> str: + """Generate filename for this checkpoint.""" + return f"{CHECKPOINT_FILENAME_PREFIX}_{self.timestamp}.tar.gz" + + @classmethod + def filename_to_timestamp(cls, filename: str) -> float | None: + """Extract timestamp from checkpoint filename.""" + try: + # Format: checkpoint_.tar.gz + if not filename.startswith(CHECKPOINT_FILENAME_PREFIX): + return None + parts = filename.replace(".tar.gz", "").split("_") + if len(parts) >= 2: + return float(parts[1]) + return None + except (ValueError, IndexError): + return None + + @classmethod + def from_file_hashes_and_contents( + cls, + email: str, + file_hashes: Dict[str, str], + file_contents: Dict[str, str], + last_event_timestamp: float | None = None, + ) -> "Checkpoint": + """ + Create a checkpoint from file_hashes dict and file contents. + + Args: + email: Data owner email + file_hashes: Dict mapping path -> hash + file_contents: Dict mapping path -> content + last_event_timestamp: Timestamp of last event included in this checkpoint + """ + files = [] + for path, hash_value in file_hashes.items(): + path_str = str(path) + content = file_contents.get(path_str) or file_contents.get(path) + if content is not None: + files.append( + CheckpointFile( + path=path_str, + hash=hash_value, + content=content, + ) + ) + return cls( + email=email, + files=files, + last_event_timestamp=last_event_timestamp, + ) + + def get_file_hashes(self) -> Dict[Path, str]: + """Get file hashes as a dict mapping path to hash.""" + return {Path(f.path): f.hash for f in self.files} + + def get_file_contents(self) -> Dict[str, str]: + """Get file contents as a dict mapping path to content.""" + return {f.path: f.content for f in self.files} + + def as_compressed_data(self) -> bytes: + """Compress checkpoint for storage.""" + return compress_data(self.model_dump_json().encode("utf-8")) + + @classmethod + def from_compressed_data(cls, data: bytes) -> "Checkpoint": + """Load checkpoint from compressed data.""" + uncompressed_data = uncompress_data(data) + return cls.model_validate_json(uncompressed_data) + + +class IncrementalCheckpoint(BaseModel): + """ + An incremental checkpoint stores events for a specific range. + + Unlike a full Checkpoint (which stores complete file state), an incremental + checkpoint stores FileChangeEvent objects - the same structure as RollingState. + This enables efficient storage and simple compacting. + + Example: If checkpoint threshold is 50: + - IncrementalCheckpoint #1: events 1-50 + - IncrementalCheckpoint #2: events 51-100 + - After compacting: single full Checkpoint with merged state + """ + + version: int = CHECKPOINT_VERSION + timestamp: float = Field(default_factory=create_event_timestamp) + email: str + sequence_number: int # 1, 2, 3, ... (which checkpoint this is) + events: List["FileChangeEvent"] = Field(default_factory=list) + + @property + def filename(self) -> str: + """Generate filename: incremental_checkpoint_{seq}_{timestamp}.tar.gz""" + return f"{INCREMENTAL_CHECKPOINT_PREFIX}_{self.sequence_number}_{self.timestamp}.tar.gz" + + @property + def event_count(self) -> int: + """Number of events in this checkpoint.""" + return len(self.events) + + @classmethod + def filename_to_sequence_number(cls, filename: str) -> int | None: + """Extract sequence number from filename.""" + try: + if not filename.startswith(INCREMENTAL_CHECKPOINT_PREFIX): + return None + # Format: incremental_checkpoint_{seq}_{timestamp}.tar.gz + parts = filename.replace(".tar.gz", "").split("_") + # parts = ["incremental", "checkpoint", "{seq}", "{timestamp}"] + if len(parts) >= 4: + return int(parts[2]) + return None + except (ValueError, IndexError): + return None + + def as_compressed_data(self) -> bytes: + """Compress for storage.""" + return compress_data(self.model_dump_json().encode("utf-8")) + + @classmethod + def from_compressed_data(cls, data: bytes) -> "IncrementalCheckpoint": + """Load from compressed data.""" + uncompressed_data = uncompress_data(data) + return cls.model_validate_json(uncompressed_data) + + +def compact_incremental_checkpoints( + checkpoints: List[IncrementalCheckpoint], + email: str, +) -> Checkpoint: + """ + Merge multiple incremental checkpoints into a single full Checkpoint. + + Events are merged in order (by sequence number), with later events + overwriting earlier ones for the same file path. Deleted files are excluded. + + Args: + checkpoints: List of incremental checkpoints to merge. + email: Email for the resulting checkpoint. + + Returns: + A full Checkpoint with the merged state. + """ + # Sort by sequence number to process in order + sorted_checkpoints = sorted(checkpoints, key=lambda c: c.sequence_number) + + # Merge events: later events overwrite earlier ones for same path + merged_events: Dict[str, "FileChangeEvent"] = {} + last_event_timestamp = None + + for cp in sorted_checkpoints: + for event in cp.events: + merged_events[str(event.path_in_datasite)] = event + if event.timestamp is not None: + if ( + last_event_timestamp is None + or event.timestamp > last_event_timestamp + ): + last_event_timestamp = event.timestamp + + # Convert to full Checkpoint (only non-deleted files) + files = [] + for event in merged_events.values(): + if not event.is_deleted and event.content is not None: + files.append( + CheckpointFile( + path=str(event.path_in_datasite), + hash=str(event.new_hash), + content=event.content, + ) + ) + + return Checkpoint( + email=email, + files=files, + last_event_timestamp=last_event_timestamp, + ) + + +# Import here to avoid circular imports +from syft_client.sync.events.file_change_event import FileChangeEvent # noqa: E402 + +# Update forward references +IncrementalCheckpoint.model_rebuild() diff --git a/syft_client/sync/checkpoints/rolling_state.py b/syft_client/sync/checkpoints/rolling_state.py new file mode 100644 index 0000000..cbbf682 --- /dev/null +++ b/syft_client/sync/checkpoints/rolling_state.py @@ -0,0 +1,129 @@ +""" +Rolling state data models for syft-client. + +A rolling state keeps the latest state of each file since the last checkpoint, +enabling fast sync by downloading checkpoint + rolling_state instead of many +individual event files. + +Flow: +1. Checkpoint created at event N (threshold reached) +2. Events N+1 to M update rolling state (keeping only latest per file) +3. On fresh login: download checkpoint + rolling_state = 2 API calls +4. When new checkpoint is created, rolling state is deleted and reset +""" + +from typing import List +from pydantic import BaseModel, Field +from syft_client.sync.utils.syftbox_utils import ( + create_event_timestamp, + compress_data, + uncompress_data, +) +from syft_client.sync.events.file_change_event import ( + FileChangeEvent, + FileChangeEventsMessage, +) + + +ROLLING_STATE_FILENAME_PREFIX = "rolling_state" +ROLLING_STATE_VERSION = 1 + + +class RollingState(BaseModel): + """ + Rolling state keeps the latest state of each file since the last checkpoint. + + This provides an optimization for initial sync: + - Without rolling state: download checkpoint + N individual event files + - With rolling state: download checkpoint + 1 rolling state file + + The rolling state is updated after each event and deleted when a new + checkpoint is created. + """ + + version: int = ROLLING_STATE_VERSION + timestamp: float = Field(default_factory=create_event_timestamp) + email: str + base_checkpoint_timestamp: float # Timestamp of the checkpoint this builds on + last_event_timestamp: float | None = None # Timestamp of last event included + events: List[FileChangeEvent] = Field(default_factory=list) + + @property + def filename(self) -> str: + """Generate filename for this rolling state.""" + return f"{ROLLING_STATE_FILENAME_PREFIX}_{self.timestamp}.tar.gz" + + @property + def event_count(self) -> int: + """Number of events in this rolling state.""" + return len(self.events) + + def add_event(self, event: FileChangeEvent) -> None: + """ + Add a single event to the rolling state. + + Only keeps the latest event per file path. If an event for the same + path already exists, it is replaced with the new event. + """ + # Remove any existing event for the same file path + self.events = [ + e for e in self.events if e.path_in_datasite != event.path_in_datasite + ] + self.events.append(event) + self.last_event_timestamp = event.timestamp + self.timestamp = create_event_timestamp() + + def add_events_message(self, events_message: FileChangeEventsMessage) -> None: + """ + Add all events from a message to the rolling state. + + Only keeps the latest event per file path. Events within the message + are processed in order, and later events for the same path replace + earlier ones. + """ + for event in events_message.events: + # Remove any existing event for the same file path + self.events = [ + e for e in self.events if e.path_in_datasite != event.path_in_datasite + ] + self.events.append(event) + if events_message.events: + self.last_event_timestamp = max(e.timestamp for e in events_message.events) + self.timestamp = create_event_timestamp() + + def clear(self, new_base_checkpoint_timestamp: float) -> None: + """ + Clear events and reset for a new checkpoint. + + Args: + new_base_checkpoint_timestamp: Timestamp of the new checkpoint + """ + self.events = [] + self.base_checkpoint_timestamp = new_base_checkpoint_timestamp + self.last_event_timestamp = None + self.timestamp = create_event_timestamp() + + def as_compressed_data(self) -> bytes: + """Compress rolling state for storage.""" + return compress_data(self.model_dump_json().encode("utf-8")) + + @classmethod + def from_compressed_data(cls, data: bytes) -> "RollingState": + """Load rolling state from compressed data.""" + uncompressed_data = uncompress_data(data) + return cls.model_validate_json(uncompressed_data) + + @classmethod + def filename_to_timestamp(cls, filename: str) -> float | None: + """Extract timestamp from rolling state filename.""" + try: + # Format: rolling_state_.tar.gz + if not filename.startswith(ROLLING_STATE_FILENAME_PREFIX): + return None + parts = filename.replace(".tar.gz", "").split("_") + # rolling_state_ -> ["rolling", "state", ""] + if len(parts) >= 3: + return float(parts[2]) + return None + except (ValueError, IndexError): + return None diff --git a/syft_client/sync/connections/connection_router.py b/syft_client/sync/connections/connection_router.py index 2655d1b..b31954a 100644 --- a/syft_client/sync/connections/connection_router.py +++ b/syft_client/sync/connections/connection_router.py @@ -9,6 +9,8 @@ from syft_client.sync.events.file_change_event import ( FileChangeEventsMessage, ) +from syft_client.sync.checkpoints.checkpoint import Checkpoint, IncrementalCheckpoint +from syft_client.sync.checkpoints.rolling_state import RollingState from syft_client.sync.messages.proposed_filechange import ProposedFileChangesMessage from syft_client.sync.platforms.gdrive_files_platform import GdriveFilesPlatform from syft_client.sync.peers.peer import Peer, PeerState @@ -301,3 +303,79 @@ def get_dataset_collection_file_metadatas( def download_dataset_file(self, file_id: str) -> bytes: connection = self.connection_for_datasite_watcher() return connection.download_dataset_file(file_id) + + # ========================================================================= + # CHECKPOINT METHODS + # ========================================================================= + + def upload_checkpoint(self, checkpoint: Checkpoint) -> str: + """Upload a checkpoint to the storage backend.""" + connection = self.connection_for_own_syftbox() + return connection.upload_checkpoint(checkpoint) + + def get_latest_checkpoint(self) -> Checkpoint | None: + """Get the latest checkpoint from the storage backend.""" + connection = self.connection_for_own_syftbox() + return connection.get_latest_checkpoint() + + def get_events_count_since_checkpoint( + self, checkpoint_timestamp: float | None + ) -> int: + """Count events created after the checkpoint timestamp.""" + connection = self.connection_for_eventlog() + return connection.get_events_count_since_checkpoint(checkpoint_timestamp) + + def get_events_messages_since_timestamp( + self, since_timestamp: float + ) -> List[FileChangeEventsMessage]: + """Get events created after a specific timestamp.""" + connection = self.connection_for_eventlog() + return connection.get_events_messages_since_timestamp(since_timestamp) + + # ========================================================================= + # INCREMENTAL CHECKPOINT METHODS + # ========================================================================= + + def upload_incremental_checkpoint(self, checkpoint: IncrementalCheckpoint) -> str: + """Upload an incremental checkpoint to the storage backend.""" + connection = self.connection_for_own_syftbox() + return connection.upload_incremental_checkpoint(checkpoint) + + def get_all_incremental_checkpoints(self) -> List[IncrementalCheckpoint]: + """Get all incremental checkpoints from the storage backend.""" + connection = self.connection_for_own_syftbox() + return connection.get_all_incremental_checkpoints() + + def get_incremental_checkpoint_count(self) -> int: + """Get the number of incremental checkpoints.""" + connection = self.connection_for_own_syftbox() + return connection.get_incremental_checkpoint_count() + + def get_next_incremental_sequence_number(self) -> int: + """Get the next sequence number for incremental checkpoints.""" + connection = self.connection_for_own_syftbox() + return connection.get_next_incremental_sequence_number() + + def delete_all_incremental_checkpoints(self) -> None: + """Delete all incremental checkpoints from the storage backend.""" + connection = self.connection_for_own_syftbox() + connection.delete_all_incremental_checkpoints() + + # ========================================================================= + # ROLLING STATE METHODS + # ========================================================================= + + def upload_rolling_state(self, rolling_state: RollingState) -> str: + """Upload rolling state to the storage backend.""" + connection = self.connection_for_own_syftbox() + return connection.upload_rolling_state(rolling_state) + + def get_rolling_state(self) -> RollingState | None: + """Get the rolling state from the storage backend.""" + connection = self.connection_for_own_syftbox() + return connection.get_rolling_state() + + def delete_rolling_state(self) -> None: + """Delete rolling state from the storage backend.""" + connection = self.connection_for_own_syftbox() + connection.delete_rolling_state() diff --git a/syft_client/sync/connections/drive/gdrive_transport.py b/syft_client/sync/connections/drive/gdrive_transport.py index 2cd1bc9..8d85aca 100644 --- a/syft_client/sync/connections/drive/gdrive_transport.py +++ b/syft_client/sync/connections/drive/gdrive_transport.py @@ -40,6 +40,16 @@ ProposedFileChangesMessage, ) from syft_client.sync.environments.environment import Environment +from syft_client.sync.checkpoints.checkpoint import ( + Checkpoint, + IncrementalCheckpoint, + CHECKPOINT_FILENAME_PREFIX, + INCREMENTAL_CHECKPOINT_PREFIX, +) +from syft_client.sync.checkpoints.rolling_state import ( + RollingState, + ROLLING_STATE_FILENAME_PREFIX, +) if TYPE_CHECKING: from syft_client.sync.connections.drive.grdrive_config import ( @@ -175,6 +185,10 @@ class Config: # tag -> dataset collection folder id dataset_collection_folder_id_cache: Dict[str, str] = {} + # Rolling state caches for single-API-call optimization + _rolling_state_folder_id: str | None = None + _rolling_state_file_id: str | None = None + @classmethod def from_config(cls, config: "GdriveConnectionConfig") -> "GDriveConnection": return cls.from_token_path(config.email, config.token_path) @@ -945,6 +959,8 @@ def reset_caches(self): self.ds_outbox_folder_id_cache.clear() self.archive_folder_id_cache.clear() self.personal_syftbox_event_id_cache.clear() + self._rolling_state_folder_id = None + self._rolling_state_file_id = None def gather_all_file_and_folder_ids(self) -> List[str]: syftbox_folder_id = self.get_syftbox_folder_id() @@ -1427,3 +1443,522 @@ def share_version_file_with_peer(self, peer_email: str) -> None: if file_id: self.add_permission(file_id, peer_email, write=False) + + # ========================================================================= + # CHECKPOINT METHODS + # ========================================================================= + + def _get_checkpoints_folder_name(self) -> str: + """Get the checkpoints folder name: {email}-checkpoints""" + return f"{self.email}-checkpoints" + + def _get_checkpoints_folder_id(self) -> str | None: + """Find the checkpoints folder ID from Google Drive.""" + folder_name = self._get_checkpoints_folder_name() + syftbox_folder_id = self.get_syftbox_folder_id() + query = ( + f"name='{folder_name}' and mimeType='{GOOGLE_FOLDER_MIME_TYPE}' " + f"and '{syftbox_folder_id}' in parents and trashed=false" + ) + results = self.drive_service.files().list(q=query, fields="files(id)").execute() + items = results.get("files", []) + return items[0]["id"] if items else None + + def _get_or_create_checkpoints_folder_id(self) -> str: + """Get or create the checkpoints folder.""" + folder_id = self._get_checkpoints_folder_id() + if folder_id is not None: + return folder_id + # Create the folder + folder_name = self._get_checkpoints_folder_name() + syftbox_folder_id = self.get_syftbox_folder_id() + return self.create_folder(folder_name, syftbox_folder_id) + + def upload_checkpoint(self, checkpoint: Checkpoint) -> str: + """ + Upload a checkpoint to Google Drive. + + Uploads the new checkpoint first, then deletes old ones. + This ensures we never lose checkpoint data if the upload fails. + + Returns: + The Google Drive file ID of the uploaded checkpoint. + """ + # Get or create checkpoints folder + folder_id = self._get_or_create_checkpoints_folder_id() + + # Compress and upload new checkpoint first + compressed_data = checkpoint.as_compressed_data() + payload, _ = self.create_file_payload(compressed_data) + + file_metadata = { + "name": checkpoint.filename, + "parents": [folder_id], + } + + result = ( + self.drive_service.files() + .create(body=file_metadata, media_body=payload, fields="id") + .execute() + ) + + # Only delete old checkpoints after successful upload + self.delete_all_checkpoints(exclude_file_id=result.get("id")) + + return result.get("id") + + def get_latest_checkpoint(self) -> Checkpoint | None: + """ + Download the latest checkpoint from Google Drive. + + Returns: + The Checkpoint object, or None if no checkpoint exists. + """ + folder_id = self._get_checkpoints_folder_id() + if folder_id is None: + return None + + # List checkpoint files + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{CHECKPOINT_FILENAME_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(id, name)").execute() + ) + items = results.get("files", []) + + if not items: + return None + + # Find the latest checkpoint by timestamp in filename + latest_file = None + latest_timestamp = -1.0 + + for item in items: + timestamp = Checkpoint.filename_to_timestamp(item["name"]) + if timestamp is not None and timestamp > latest_timestamp: + latest_timestamp = timestamp + latest_file = item + + if latest_file is None: + return None + + # Download the checkpoint + try: + file_data = self.download_file(latest_file["id"]) + return Checkpoint.from_compressed_data(file_data) + except Exception as e: + print(f"Warning: Failed to load checkpoint: {e}") + return None + + def delete_all_checkpoints(self, exclude_file_id: str | None = None): + """Delete all existing full checkpoints (not incremental ones). + + Args: + exclude_file_id: If provided, skip deleting this file ID + (used to preserve a newly uploaded checkpoint). + """ + folder_id = self._get_checkpoints_folder_id() + if folder_id is None: + return + + # List only full checkpoint files (start with "checkpoint_" not "incremental_checkpoint_") + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{CHECKPOINT_FILENAME_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(id, name)").execute() + ) + items = results.get("files", []) + + # Delete only full checkpoints (not incremental ones) + for item in items: + if item["name"].startswith(INCREMENTAL_CHECKPOINT_PREFIX): + continue # Skip incremental checkpoints + if item["id"] == exclude_file_id: + continue # Skip the newly uploaded checkpoint + try: + self.drive_service.files().delete(fileId=item["id"]).execute() + except Exception as e: + print(f"Warning: Failed to delete checkpoint {item['name']}: {e}") + + # ========================================================================= + # INCREMENTAL CHECKPOINT METHODS + # ========================================================================= + + def upload_incremental_checkpoint(self, checkpoint: IncrementalCheckpoint) -> str: + """ + Upload an incremental checkpoint to Google Drive. + + Does NOT delete existing incremental checkpoints - they accumulate + until compacting is triggered. + + Returns: + The Google Drive file ID of the uploaded checkpoint. + """ + folder_id = self._get_or_create_checkpoints_folder_id() + + compressed_data = checkpoint.as_compressed_data() + payload, _ = self.create_file_payload(compressed_data) + + file_metadata = { + "name": checkpoint.filename, + "parents": [folder_id], + } + + result = ( + self.drive_service.files() + .create(body=file_metadata, media_body=payload, fields="id") + .execute() + ) + return result.get("id") + + def get_all_incremental_checkpoints(self) -> List[IncrementalCheckpoint]: + """ + Download all incremental checkpoints from Google Drive. + + Returns: + List of IncrementalCheckpoint objects, sorted by sequence number. + """ + folder_id = self._get_checkpoints_folder_id() + if folder_id is None: + return [] + + # List only incremental checkpoint files + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{INCREMENTAL_CHECKPOINT_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(id, name)").execute() + ) + items = results.get("files", []) + + if not items: + return [] + + checkpoints = [] + for item in items: + try: + file_data = self.download_file(item["id"]) + cp = IncrementalCheckpoint.from_compressed_data(file_data) + checkpoints.append(cp) + except Exception as e: + print( + f"Warning: Failed to load incremental checkpoint {item['name']}: {e}" + ) + continue + + # Sort by sequence number + return sorted(checkpoints, key=lambda c: c.sequence_number) + + def get_incremental_checkpoint_count(self) -> int: + """Get the number of incremental checkpoints on Google Drive.""" + folder_id = self._get_checkpoints_folder_id() + if folder_id is None: + return 0 + + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{INCREMENTAL_CHECKPOINT_PREFIX}'" + ) + results = self.drive_service.files().list(q=query, fields="files(id)").execute() + return len(results.get("files", [])) + + def get_next_incremental_sequence_number(self) -> int: + """Get the next sequence number for incremental checkpoints.""" + folder_id = self._get_checkpoints_folder_id() + if folder_id is None: + return 1 + + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{INCREMENTAL_CHECKPOINT_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(name)").execute() + ) + items = results.get("files", []) + + if not items: + return 1 + + # Find highest sequence number + max_seq = 0 + for item in items: + seq = IncrementalCheckpoint.filename_to_sequence_number(item["name"]) + if seq is not None and seq > max_seq: + max_seq = seq + + return max_seq + 1 + + def delete_all_incremental_checkpoints(self) -> None: + """Delete all incremental checkpoints (called after compacting).""" + folder_id = self._get_checkpoints_folder_id() + if folder_id is None: + return + + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{INCREMENTAL_CHECKPOINT_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(id, name)").execute() + ) + items = results.get("files", []) + + for item in items: + try: + self.drive_service.files().delete(fileId=item["id"]).execute() + except Exception as e: + print( + f"Warning: Failed to delete incremental checkpoint {item['name']}: {e}" + ) + + def get_events_count_since_checkpoint( + self, checkpoint_timestamp: float | None + ) -> int: + """ + Count events created after the checkpoint timestamp. + + Args: + checkpoint_timestamp: The timestamp of the checkpoint, or None for all events. + + Returns: + Number of events since the checkpoint. + """ + personal_folder_id = self.get_personal_syftbox_folder_id() + file_metadatas = self.get_file_metadatas_from_folder(personal_folder_id) + + if checkpoint_timestamp is None: + # Count all events + return len( + [ + f + for f in file_metadatas + if f["name"].startswith("syfteventsmessagev3_") + ] + ) + + # Count events after checkpoint + count = 0 + for f in file_metadatas: + if not f["name"].startswith("syfteventsmessagev3_"): + continue + event_timestamp = self._extract_timestamp_from_filename(f["name"]) + if event_timestamp is not None and event_timestamp > checkpoint_timestamp: + count += 1 + return count + + def get_events_messages_since_timestamp( + self, since_timestamp: float + ) -> List[FileChangeEventsMessage]: + """ + Get events created after a specific timestamp. + + Used to get events created after a checkpoint. + + Args: + since_timestamp: Only return events with timestamp > this value. + + Returns: + List of FileChangeEventsMessage created after the timestamp. + """ + personal_folder_id = self.get_personal_syftbox_folder_id() + file_metadatas = self.get_file_metadatas_from_folder( + personal_folder_id, since_timestamp=since_timestamp + ) + + # Filter to valid event files + valid_fname_objs = self._get_valid_events_from_file_metadatas(file_metadatas) + + result = [] + for fname_obj in valid_fname_objs: + # Only include events after the timestamp + if fname_obj.timestamp <= since_timestamp: + continue + + gdrive_id = [ + f for f in file_metadatas if f["name"] == fname_obj.as_string() + ][0]["id"] + + try: + file_data = self.download_file(gdrive_id) + event = FileChangeEventsMessage.from_compressed_data(file_data) + result.append(event) + except Exception as e: + print(f"Warning: Failed to download event: {e}") + continue + + return result + + # ========================================================================= + # ROLLING STATE METHODS + # ========================================================================= + + def _get_rolling_state_folder_name(self) -> str: + """Get the rolling state folder name: {email}-rolling-state""" + return f"{self.email}-rolling-state" + + def _get_rolling_state_folder_id(self, use_cache: bool = True) -> str | None: + """ + Find the rolling state folder ID from Google Drive. + + Args: + use_cache: If True, return cached value if available. + """ + if use_cache and self._rolling_state_folder_id is not None: + return self._rolling_state_folder_id + + folder_name = self._get_rolling_state_folder_name() + syftbox_folder_id = self.get_syftbox_folder_id() + query = ( + f"name='{folder_name}' and mimeType='{GOOGLE_FOLDER_MIME_TYPE}' " + f"and '{syftbox_folder_id}' in parents and trashed=false" + ) + results = self.drive_service.files().list(q=query, fields="files(id)").execute() + items = results.get("files", []) + if items: + self._rolling_state_folder_id = items[0]["id"] + return self._rolling_state_folder_id + return None + + def _get_or_create_rolling_state_folder_id(self) -> str: + """Get or create the rolling state folder.""" + folder_id = self._get_rolling_state_folder_id() + if folder_id is not None: + return folder_id + # Create the folder + folder_name = self._get_rolling_state_folder_name() + syftbox_folder_id = self.get_syftbox_folder_id() + folder_id = self.create_folder(folder_name, syftbox_folder_id) + self._rolling_state_folder_id = folder_id + return folder_id + + def upload_rolling_state(self, rolling_state: RollingState) -> str: + """ + Upload rolling state to Google Drive. + + Optimized to use a single API call when possible: + - If file ID is cached, uses update() (1 API call) + - If file ID not cached, uses create() (1-2 API calls) + - Falls back to create() if update() fails + + Args: + rolling_state: The RollingState object to upload. + + Returns: + The Google Drive file ID of the uploaded rolling state. + """ + compressed_data = rolling_state.as_compressed_data() + payload, _ = self.create_file_payload(compressed_data) + + # Try to update existing file if we have a cached ID + if self._rolling_state_file_id is not None: + try: + # Update existing file (1 API call) + self.drive_service.files().update( + fileId=self._rolling_state_file_id, + media_body=payload, + ).execute() + return self._rolling_state_file_id + except Exception: + # File was deleted externally, fall back to create + self._rolling_state_file_id = None + + # Get or create rolling state folder + folder_id = self._get_or_create_rolling_state_folder_id() + + # Create new file + file_metadata = { + "name": rolling_state.filename, + "parents": [folder_id], + } + + result = ( + self.drive_service.files() + .create(body=file_metadata, media_body=payload, fields="id") + .execute() + ) + file_id = result.get("id") + self._rolling_state_file_id = file_id + return file_id + + def get_rolling_state(self) -> RollingState | None: + """ + Download the rolling state from Google Drive. + + Also populates the folder and file ID caches for subsequent uploads. + + Returns: + The RollingState object, or None if no rolling state exists. + """ + folder_id = self._get_rolling_state_folder_id() + if folder_id is None: + return None + + # List rolling state files + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{ROLLING_STATE_FILENAME_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(id, name)").execute() + ) + items = results.get("files", []) + + if not items: + return None + + # Find the latest rolling state by timestamp in filename + latest_file = None + latest_timestamp = -1.0 + + for item in items: + timestamp = RollingState.filename_to_timestamp(item["name"]) + if timestamp is not None and timestamp > latest_timestamp: + latest_timestamp = timestamp + latest_file = item + + if latest_file is None: + return None + + # Cache the file ID for subsequent uploads + self._rolling_state_file_id = latest_file["id"] + + # Download the rolling state + try: + file_data = self.download_file(latest_file["id"]) + return RollingState.from_compressed_data(file_data) + except Exception as e: + print(f"Warning: Failed to load rolling state: {e}") + self._rolling_state_file_id = None + return None + + def delete_rolling_state(self) -> None: + """Delete all existing rolling state files and clear cache.""" + # Clear the file ID cache + self._rolling_state_file_id = None + + folder_id = self._get_rolling_state_folder_id() + if folder_id is None: + return + + # List all rolling state files + query = ( + f"'{folder_id}' in parents and trashed=false " + f"and name contains '{ROLLING_STATE_FILENAME_PREFIX}'" + ) + results = ( + self.drive_service.files().list(q=query, fields="files(id, name)").execute() + ) + items = results.get("files", []) + + # Delete each rolling state file + for item in items: + try: + self.drive_service.files().delete(fileId=item["id"]).execute() + except Exception as e: + print(f"Warning: Failed to delete rolling state {item['name']}: {e}") diff --git a/syft_client/sync/connections/inmemory_connection.py b/syft_client/sync/connections/inmemory_connection.py index 83d5cb0..2282c68 100644 --- a/syft_client/sync/connections/inmemory_connection.py +++ b/syft_client/sync/connections/inmemory_connection.py @@ -16,6 +16,8 @@ if TYPE_CHECKING: from syft_client.sync.version.version_info import VersionInfo +from syft_client.sync.checkpoints.checkpoint import Checkpoint, IncrementalCheckpoint +from syft_client.sync.checkpoints.rolling_state import RollingState class InMemoryPlatformConnectionConfig(ConnectionConfig): @@ -74,6 +76,17 @@ class InMemoryBackingPlatform(BaseModel): # Version files storage: {owner_email: InMemoryVersionFile} version_files: Dict[str, InMemoryVersionFile] = Field(default_factory=dict) + # Full checkpoint storage (compacted checkpoints) + checkpoints: List[Checkpoint] = Field(default_factory=lambda: []) + + # Incremental checkpoint storage + incremental_checkpoints: List[IncrementalCheckpoint] = Field( + default_factory=lambda: [] + ) + + # Rolling state storage + rolling_states: List[RollingState] = Field(default_factory=lambda: []) + def get_or_create_outbox_folder( self, owner_email: str, recipient_email: str ) -> InMemoryOutboxFolder: @@ -543,3 +556,128 @@ def share_version_file_with_peer(self, peer_email: str) -> None: self.backing_store.version_files[self.owner_email] = version_file if peer_email not in version_file.allowed_readers: version_file.allowed_readers.append(peer_email) + + # ========================================================================= + # CHECKPOINT METHODS + # ========================================================================= + + def upload_checkpoint(self, checkpoint: Checkpoint) -> str: + """ + Upload a checkpoint to in-memory storage. + + Uploads first, then removes old checkpoints (write-then-delete). + """ + # Upload new checkpoint first + self.backing_store.checkpoints.append(checkpoint) + # Remove old checkpoints (keep only the new one) + self.backing_store.checkpoints[:] = [checkpoint] + return checkpoint.filename + + def get_latest_checkpoint(self) -> Checkpoint | None: + """Get the latest checkpoint from in-memory storage.""" + if not self.backing_store.checkpoints: + return None + # Return checkpoint with highest timestamp + return max(self.backing_store.checkpoints, key=lambda c: c.timestamp) + + def get_events_count_since_checkpoint( + self, checkpoint_timestamp: float | None + ) -> int: + """Count events created after the checkpoint timestamp.""" + if checkpoint_timestamp is None: + return len(self.backing_store.syftbox_events_message_log) + return sum( + 1 + for msg in self.backing_store.syftbox_events_message_log + if msg.timestamp > checkpoint_timestamp + ) + + def get_events_messages_since_timestamp( + self, since_timestamp: float + ) -> List[FileChangeEventsMessage]: + """Get events created after a specific timestamp.""" + return [ + msg + for msg in self.backing_store.syftbox_events_message_log + if msg.timestamp > since_timestamp + ] + + # ========================================================================= + # INCREMENTAL CHECKPOINT METHODS + # ========================================================================= + + def upload_incremental_checkpoint(self, checkpoint: IncrementalCheckpoint) -> str: + """Upload an incremental checkpoint to in-memory storage.""" + self.backing_store.incremental_checkpoints.append(checkpoint) + return checkpoint.filename + + def get_all_incremental_checkpoints(self) -> List[IncrementalCheckpoint]: + """Get all incremental checkpoints, sorted by sequence number.""" + checkpoints = [ + cp + for cp in self.backing_store.incremental_checkpoints + if cp.email == self.owner_email + ] + return sorted(checkpoints, key=lambda c: c.sequence_number) + + def get_incremental_checkpoint_count(self) -> int: + """Get the number of incremental checkpoints for this email.""" + return sum( + 1 + for cp in self.backing_store.incremental_checkpoints + if cp.email == self.owner_email + ) + + def get_next_incremental_sequence_number(self) -> int: + """Get the next sequence number for incremental checkpoints.""" + checkpoints = [ + cp + for cp in self.backing_store.incremental_checkpoints + if cp.email == self.owner_email + ] + if not checkpoints: + return 1 + return max(cp.sequence_number for cp in checkpoints) + 1 + + def delete_all_incremental_checkpoints(self) -> None: + """Delete all incremental checkpoints for this email.""" + self.backing_store.incremental_checkpoints = [ + cp + for cp in self.backing_store.incremental_checkpoints + if cp.email != self.owner_email + ] + + # ========================================================================= + # ROLLING STATE METHODS + # ========================================================================= + + def upload_rolling_state(self, rolling_state: RollingState) -> str: + """ + Upload rolling state to in-memory storage. + + Removes any existing rolling state for this email first (keeps only one). + """ + # Remove existing rolling states for this email + self.backing_store.rolling_states = [ + rs + for rs in self.backing_store.rolling_states + if rs.email != rolling_state.email + ] + # Add new rolling state + self.backing_store.rolling_states.append(rolling_state) + return rolling_state.filename + + def get_rolling_state(self) -> RollingState | None: + """Get the rolling state for this email from in-memory storage.""" + for rs in self.backing_store.rolling_states: + if rs.email == self.owner_email: + return rs + return None + + def delete_rolling_state(self) -> None: + """Delete all rolling states for this email.""" + self.backing_store.rolling_states = [ + rs + for rs in self.backing_store.rolling_states + if rs.email != self.owner_email + ] diff --git a/syft_client/sync/syftbox_manager.py b/syft_client/sync/syftbox_manager.py index 5a298ea..12a93ce 100644 --- a/syft_client/sync/syftbox_manager.py +++ b/syft_client/sync/syftbox_manager.py @@ -618,7 +618,7 @@ def pair_with_in_memory_connection( # so we can store events in memory # we also make sure we write to the same backing store so we get consistent state # sender_receiver_function = ( - # sender_manager.proposed_file_change_handler.on_proposed_filechange_receive + # sender_manager.datasite_owner_syncer.on_proposed_filechange_receive # ) def sender_receiver_function(*args, **kwargs): pass @@ -782,7 +782,15 @@ def push_job_files(self, job_dir: Path): def is_do(self) -> bool: return self.datasite_owner_syncer is not None - def sync(self): + def sync(self, auto_checkpoint: bool = True, checkpoint_threshold: int = 50): + """ + Sync local state with Google Drive. + + Args: + auto_checkpoint: If True, automatically create checkpoint when + event count exceeds threshold (DO only). + checkpoint_threshold: Create checkpoint when events >= this value. + """ self.load_peers() if self.is_do: peer_emails = [peer.email for peer in self.version_manager.approved_peers] @@ -791,6 +799,10 @@ def sync(self): peer_emails, warn_incompatible=True ) self.datasite_owner_syncer.sync(compatible_emails) + # Auto-checkpoint if enabled and threshold exceeded + if auto_checkpoint: + self.try_create_checkpoint(checkpoint_threshold) + else: # ds peer_emails = [ @@ -1134,6 +1146,60 @@ def delete_syftbox(self, verbose: bool = True): print() self.connection_router.reset_caches() + # ========================================================================= + # CHECKPOINT METHODS + # ========================================================================= + + def create_checkpoint(self): + """ + Create a checkpoint of the current state and upload to Google Drive. + + A checkpoint is a snapshot of all files and their hashes. When logging in, + the client will download the checkpoint instead of all historical events, + significantly speeding up the initial sync. + + Only available for Data Owners (DO). + + Returns: + The created Checkpoint object. + + Raises: + ValueError: If called on a Data Scientist client. + """ + if not self.is_do: + raise ValueError("Checkpoints can only be created by Data Owners") + return self.datasite_owner_syncer.create_checkpoint() + + def should_create_checkpoint(self, threshold: int = 50) -> bool: + """ + Check if a checkpoint should be created based on event count. + + Args: + threshold: Create checkpoint if events since last checkpoint >= threshold. + + Returns: + True if checkpoint should be created. + """ + if not self.is_do: + return False + return self.datasite_owner_syncer.should_create_checkpoint(threshold) + + def try_create_checkpoint(self, threshold: int = 50): + """ + Try to create a checkpoint if the event count exceeds the threshold. + + This is useful for automatic checkpoint creation after syncs. + + Args: + threshold: Create checkpoint if events since last checkpoint >= threshold. + + Returns: + The created Checkpoint, or None if not needed or not a DO. + """ + if not self.is_do: + return None + return self.datasite_owner_syncer.try_create_checkpoint(threshold) + def _get_all_peer_platforms(self) -> List[BasePlatform]: all_platforms = set( [plat for p in self.version_manager.approved_peers for plat in p.platforms] diff --git a/syft_client/sync/sync/caches/datasite_owner_cache.py b/syft_client/sync/sync/caches/datasite_owner_cache.py index d300055..af3aa4e 100644 --- a/syft_client/sync/sync/caches/datasite_owner_cache.py +++ b/syft_client/sync/sync/caches/datasite_owner_cache.py @@ -15,6 +15,7 @@ InMemoryCacheFileConnection, ) from syft_client.sync.utils.syftbox_utils import get_event_hash_from_content +from syft_client.sync.checkpoints.checkpoint import Checkpoint class ProposedEventFileOutdatedException(Exception): @@ -293,3 +294,69 @@ def get_cached_events(self) -> List[FileChangeEvent]: for events_message in events_messages: events.extend(events_message.events) return events + + # ========================================================================= + # CHECKPOINT METHODS + # ========================================================================= + + def create_checkpoint( + self, last_event_timestamp: float | None = None + ) -> Checkpoint: + """ + Create a checkpoint from current cache state. + + Args: + last_event_timestamp: Timestamp of the last event included in this checkpoint. + + Returns: + A Checkpoint object containing all current files and their hashes. + """ + # Get all file contents + file_contents = {} + for path, content in self.file_connection.get_items(): + path_str = str(path) + # Skip private and venv folders + if path_str.startswith("private") or ".venv" in path_str: + continue + file_contents[path_str] = content + + return Checkpoint.from_file_hashes_and_contents( + email=self.email, + file_hashes=self.file_hashes, + file_contents=file_contents, + last_event_timestamp=last_event_timestamp, + ) + + def apply_checkpoint(self, checkpoint: Checkpoint, write_files: bool = True): + """ + Restore cache state from a checkpoint. + + Args: + checkpoint: The checkpoint to restore from. + write_files: Whether to write files to disk (only affects filesystem, + in-memory file_connection is always updated). + """ + # Clear current state + self.file_hashes = {} + + # Restore from checkpoint + # Always write to file_connection to maintain consistent state for + # process_local_changes comparison. This is needed even when write_files=False + # because file_connection may be in-memory and serves as the source of truth. + for file_entry in checkpoint.files: + path = Path(file_entry.path) + self.file_hashes[path] = file_entry.hash + self.file_connection.write_file(file_entry.path, file_entry.content) + + def get_latest_event_timestamp(self) -> float | None: + """Get the timestamp of the latest event in the cache.""" + events_messages = self.events_messages_connection.get_all() + if not events_messages: + return None + + latest_timestamp = None + for events_message in events_messages: + if latest_timestamp is None or events_message.timestamp > latest_timestamp: + latest_timestamp = events_message.timestamp + + return latest_timestamp diff --git a/syft_client/sync/sync/datasite_owner_syncer.py b/syft_client/sync/sync/datasite_owner_syncer.py index bfbe147..7b619ec 100644 --- a/syft_client/sync/sync/datasite_owner_syncer.py +++ b/syft_client/sync/sync/datasite_owner_syncer.py @@ -1,4 +1,5 @@ from pathlib import Path +from uuid import uuid4 import yaml from pydantic import ConfigDict, Field, BaseModel, PrivateAttr @@ -7,6 +8,7 @@ from typing import List, Tuple from syft_client.sync.events.file_change_event import ( FileChangeEventsMessage, + FileChangeEvent, ) from syft_client.sync.connections.base_connection import ( ConnectionConfig, @@ -19,6 +21,20 @@ from syft_client.sync.sync.caches.datasite_owner_cache import DataSiteOwnerEventCache from syft_client.sync.callback_mixin import BaseModelCallbackMixin from syft_client.sync.messages.proposed_filechange import ProposedFileChangesMessage +from syft_client.sync.checkpoints.checkpoint import ( + Checkpoint, + CheckpointFile, + IncrementalCheckpoint, + compact_incremental_checkpoints, + DEFAULT_COMPACTING_THRESHOLD, +) +from syft_client.sync.checkpoints.rolling_state import RollingState + +# Default threshold for creating incremental checkpoint from rolling state +DEFAULT_CHECKPOINT_EVENT_THRESHOLD = 50 + +# Default: upload rolling state to GDrive after this many events +DEFAULT_ROLLING_STATE_UPLOAD_THRESHOLD = 1 class DatasiteOwnerSyncerConfig(BaseModel): @@ -59,6 +75,11 @@ class DatasiteOwnerSyncer(BaseModelCallbackMixin): # Cache of datasets shared with "any" - list of (tag, content_hash) tuples _any_shared_datasets: List[tuple] = PrivateAttr(default_factory=list) + # In-memory rolling state for tracking events since last checkpoint + _rolling_state: RollingState | None = PrivateAttr(default=None) + # Counter for events since last rolling state upload + _events_since_rolling_state_upload: int = PrivateAttr(default=0) + @classmethod def from_config(cls, config: DatasiteOwnerSyncerConfig): # Ensure cache config has the same collections_folder (both are now full paths) @@ -110,22 +131,120 @@ def get_all_accepted_events_messages_do( return list(result_messages) def pull_initial_state(self): - # Get latest cached timestamp to only download new events - since_timestamp = self.event_cache.latest_cached_timestamp + """ + Pull initial state from Google Drive. - # Only download events newer than cached - events_messages = self.get_all_accepted_events_messages_do( - since_timestamp=since_timestamp - ) + Flow: + 1. Check for full (compacted) checkpoint → apply it + 2. Check for incremental checkpoints → apply them in order + 3. Check for rolling state → apply if valid + 4. Download any remaining events since last timestamp + """ + events_since_timestamp: float | None = None + + # Step 1: Check for full (compacted) checkpoint + full_checkpoint = self.connection_router.get_latest_checkpoint() + if full_checkpoint is not None: + print( + f"Found full checkpoint with {len(full_checkpoint.files)} files, " + "restoring..." + ) + self.event_cache.apply_checkpoint( + full_checkpoint, write_files=self.write_files + ) + events_since_timestamp = full_checkpoint.last_event_timestamp + + # Step 2: Check for incremental checkpoints + incremental_cps = self.connection_router.get_all_incremental_checkpoints() + if incremental_cps: + print(f"Found {len(incremental_cps)} incremental checkpoints, applying...") + for inc_cp in incremental_cps: + self._apply_incremental_checkpoint_to_cache(inc_cp) + # Update timestamp to the latest event in this checkpoint + for event in inc_cp.events: + if event.timestamp is not None: + if ( + events_since_timestamp is None + or event.timestamp > events_since_timestamp + ): + events_since_timestamp = event.timestamp + + # Step 3: Check for rolling state + rolling_state = self.connection_router.get_rolling_state() + if rolling_state is not None and rolling_state.event_count > 0: + print( + f"Found rolling state with {rolling_state.event_count} events, " + "applying..." + ) + self._apply_rolling_state_to_cache(rolling_state) + self._rolling_state = rolling_state + + # Update timestamp from rolling state + if rolling_state.last_event_timestamp is not None: + if ( + events_since_timestamp is None + or rolling_state.last_event_timestamp > events_since_timestamp + ): + events_since_timestamp = rolling_state.last_event_timestamp + else: + # Initialize empty rolling state + base_timestamp = events_since_timestamp or 0.0 + self._rolling_state = RollingState( + email=self.email, + base_checkpoint_timestamp=base_timestamp, + ) - for events_message in events_messages: - self.event_cache.add_events_message_to_local_cache(events_message) + # Step 4: Download any remaining events since last timestamp + if events_since_timestamp is not None: + events_messages = ( + self.connection_router.get_events_messages_since_timestamp( + events_since_timestamp + ) + ) + if events_messages: + print( + f"Downloading {len(events_messages)} events since " + "checkpoint/rolling state..." + ) + for events_message in events_messages: + self.event_cache.add_events_message_to_local_cache(events_message) + self._add_events_to_rolling_state(events_message) + elif full_checkpoint is None and not incremental_cps: + # No checkpoints at all - download all events (fallback) + print("No checkpoints found, downloading all events...") + since_timestamp = self.event_cache.latest_cached_timestamp + events_messages_list: list[FileChangeEventsMessage] = ( + self.get_all_accepted_events_messages_do( + since_timestamp=since_timestamp + ) + ) + for events_message in events_messages_list: + self.event_cache.add_events_message_to_local_cache(events_message) - # load datasets from connection and populate cache + # Load datasets from connection and populate _any_shared_datasets cache self._pull_datasets_for_initial_sync() self.initial_sync_done = True + def _apply_incremental_checkpoint_to_cache( + self, checkpoint: IncrementalCheckpoint + ) -> None: + """Apply events from an incremental checkpoint to the cache.""" + for event in checkpoint.events: + if event.is_deleted: + if event.path_in_datasite in self.event_cache.file_hashes: + del self.event_cache.file_hashes[event.path_in_datasite] + if self.write_files: + self.event_cache.file_connection.delete_file( + str(event.path_in_datasite) + ) + else: + self.event_cache.file_hashes[event.path_in_datasite] = event.new_hash + if self.write_files: + self.event_cache.file_connection.write_file( + str(event.path_in_datasite), event.content + ) + def _pull_datasets_for_initial_sync(self): """Load datasets from GDrive when DO connects. @@ -316,10 +435,13 @@ def handle_proposed_filechange_events_message( accepted_events_message = self.event_cache.process_proposed_events_message( proposed_events_message ) - self.queue_event_for_syftbox( - recipients=[sender_email], - file_change_events_message=accepted_events_message, - ) + if accepted_events_message is not None: + self.queue_event_for_syftbox( + recipients=[sender_email], + file_change_events_message=accepted_events_message, + ) + # Add to rolling state after processing + self._add_events_to_rolling_state(accepted_events_message) def queue_event_for_syftbox( self, recipients: list[str], file_change_events_message: FileChangeEventsMessage @@ -345,3 +467,306 @@ def process_syftbox_events_queue(self): def write_file_filesystem(self, path: str, content: str): if self.write_files: raise NotImplementedError("Writing files to filesystem is not implemented") + + # ========================================================================= + # ROLLING STATE METHODS + # ========================================================================= + + def _apply_rolling_state_to_cache(self, rolling_state: RollingState) -> None: + """Apply events from rolling state to the cache.""" + for event in rolling_state.events: + if event.is_deleted: + if event.path_in_datasite in self.event_cache.file_hashes: + del self.event_cache.file_hashes[event.path_in_datasite] + if self.write_files: + self.event_cache.file_connection.delete_file( + str(event.path_in_datasite) + ) + else: + self.event_cache.file_hashes[event.path_in_datasite] = event.new_hash + if self.write_files: + self.event_cache.file_connection.write_file( + str(event.path_in_datasite), event.content + ) + + def _add_events_to_rolling_state( + self, + events_message: FileChangeEventsMessage, + upload_threshold: int = DEFAULT_ROLLING_STATE_UPLOAD_THRESHOLD, + ) -> None: + """ + Add events to the in-memory rolling state and upload if threshold is reached. + + Args: + events_message: The events to add. + upload_threshold: Upload to GDrive after this many events added. + """ + if self._rolling_state is None: + return + + self._rolling_state.add_events_message(events_message) + self._events_since_rolling_state_upload += len(events_message.events) + + # Upload if threshold reached + if self._events_since_rolling_state_upload >= upload_threshold: + self._upload_rolling_state() + + def _upload_rolling_state(self) -> None: + """Upload the in-memory rolling state to GDrive.""" + if self._rolling_state is None or self._rolling_state.event_count == 0: + return + + print( + f"Uploading rolling state with {self._rolling_state.event_count} events..." + ) + self.connection_router.upload_rolling_state(self._rolling_state) + self._events_since_rolling_state_upload = 0 + + # ========================================================================= + # CHECKPOINT METHODS + # ========================================================================= + + def create_incremental_checkpoint(self) -> IncrementalCheckpoint: + """ + Create an incremental checkpoint from the current rolling state. + + Deduplicates events by path (keeps only latest version per file), + then converts to an incremental checkpoint, uploads it, + and deletes the rolling state. + + Returns: + The created IncrementalCheckpoint object. + """ + if self._rolling_state is None or self._rolling_state.event_count == 0: + raise ValueError("No rolling state to create checkpoint from") + + # Get the next sequence number + seq_number = self.connection_router.get_next_incremental_sequence_number() + + # Deduplicate events: keep only latest version per file path + # This reduces storage when the same file changes multiple times + latest_events: dict[str, "FileChangeEvent"] = {} + for event in self._rolling_state.events: + path_key = str(event.path_in_datasite) + latest_events[path_key] = event + + # Create incremental checkpoint with deduplicated events + deduplicated_events = list(latest_events.values()) + incremental_cp = IncrementalCheckpoint( + email=self.email, + sequence_number=seq_number, + events=deduplicated_events, + ) + + # Upload to Google Drive + original_count = self._rolling_state.event_count + deduplicated_count = len(deduplicated_events) + print( + f"Creating incremental checkpoint #{seq_number} " + f"with {deduplicated_count} events " + f"(deduplicated from {original_count})..." + ) + self.connection_router.upload_incremental_checkpoint(incremental_cp) + + # Delete rolling state from GDrive and reset in-memory state + self.connection_router.delete_rolling_state() + base_timestamp = ( + self._rolling_state.last_event_timestamp or incremental_cp.timestamp + ) + self._rolling_state = RollingState( + email=self.email, + base_checkpoint_timestamp=base_timestamp, + ) + self._events_since_rolling_state_upload = 0 + + print("Incremental checkpoint created, rolling state reset!") + + return incremental_cp + + def create_checkpoint(self) -> Checkpoint: + """ + Create a full checkpoint from current cache state. + + This creates a full checkpoint and resets the rolling state. + Used for legacy compatibility and when manually creating checkpoints. + + Returns: + The created Checkpoint object. + """ + last_event_timestamp = self.event_cache.get_latest_event_timestamp() + checkpoint = self.event_cache.create_checkpoint( + last_event_timestamp=last_event_timestamp + ) + print(f"Creating full checkpoint with {len(checkpoint.files)} files...") + self.connection_router.upload_checkpoint(checkpoint) + + # Reset rolling state after checkpoint creation + self.connection_router.delete_rolling_state() + base_timestamp = last_event_timestamp or checkpoint.timestamp + self._rolling_state = RollingState( + email=self.email, + base_checkpoint_timestamp=base_timestamp, + ) + self._events_since_rolling_state_upload = 0 + + return checkpoint + + def should_create_checkpoint( + self, threshold: int = DEFAULT_CHECKPOINT_EVENT_THRESHOLD + ) -> bool: + """ + Check if we should create an incremental checkpoint. + + Based on rolling state event count (not GDrive event files). + + Args: + threshold: Create checkpoint if rolling state has >= threshold events. + + Returns: + True if checkpoint should be created. + """ + if self._rolling_state is None: + return False + return self._rolling_state.event_count >= threshold + + def should_compact_checkpoints( + self, threshold: int = DEFAULT_COMPACTING_THRESHOLD + ) -> bool: + """ + Check if we should compact incremental checkpoints into a full checkpoint. + + Args: + threshold: Compact if number of incremental checkpoints >= threshold. + + Returns: + True if compacting should happen. + """ + count = self.connection_router.get_incremental_checkpoint_count() + return count >= threshold + + def compact_checkpoints(self) -> Checkpoint: + """ + Compact all incremental checkpoints into a single full checkpoint. + + If an existing full checkpoint exists, it is merged with all incremental + checkpoints to create the new full checkpoint. This ensures no data loss. + + Downloads existing full checkpoint (if any) and all incremental checkpoints, + merges them, uploads the compacted full checkpoint, and deletes all + incremental checkpoints. + + Returns: + The compacted Checkpoint object. + """ + print("Compacting incremental checkpoints...") + + # Download existing full checkpoint (if exists) + existing_checkpoint = self.connection_router.get_latest_checkpoint() + + # Download all incremental checkpoints + incremental_cps = self.connection_router.get_all_incremental_checkpoints() + + if not incremental_cps: + raise ValueError("No incremental checkpoints to compact") + + print(f"Found {len(incremental_cps)} incremental checkpoints to compact") + + # Start with existing checkpoint files (if any) + if existing_checkpoint: + print( + f"Merging with existing full checkpoint " + f"({len(existing_checkpoint.files)} files)..." + ) + # Convert existing checkpoint files to events for merging + merged_events: dict[str, FileChangeEvent] = {} + + # Add existing checkpoint files as events + for checkpoint_file in existing_checkpoint.files: + # Create a FileChangeEvent from CheckpointFile + event = FileChangeEvent( + id=uuid4(), + path_in_datasite=Path(checkpoint_file.path), + datasite_email=self.email, + content=checkpoint_file.content, + old_hash=None, + new_hash=checkpoint_file.hash, + is_deleted=False, + submitted_timestamp=existing_checkpoint.timestamp, + timestamp=existing_checkpoint.timestamp, + ) + merged_events[checkpoint_file.path] = event + + # Merge incremental checkpoints on top (later events overwrite) + for inc_cp in sorted(incremental_cps, key=lambda c: c.sequence_number): + for event in inc_cp.events: + merged_events[str(event.path_in_datasite)] = event + + # Create full checkpoint from merged events + files = [] + for event in merged_events.values(): + if not event.is_deleted and event.content is not None: + files.append( + CheckpointFile( + path=str(event.path_in_datasite), + hash=str(event.new_hash), + content=event.content, + ) + ) + + # Find latest timestamp + last_event_timestamp = existing_checkpoint.last_event_timestamp + for inc_cp in incremental_cps: + for event in inc_cp.events: + if event.timestamp is not None: + if ( + last_event_timestamp is None + or event.timestamp > last_event_timestamp + ): + last_event_timestamp = event.timestamp + + compacted = Checkpoint( + email=self.email, + files=files, + last_event_timestamp=last_event_timestamp, + ) + else: + # No existing checkpoint, just merge incremental checkpoints + compacted = compact_incremental_checkpoints(incremental_cps, self.email) + + # Upload the compacted checkpoint (this deletes old full checkpoints) + print(f"Uploading compacted checkpoint with {len(compacted.files)} files...") + self.connection_router.upload_checkpoint(compacted) + + # Delete all incremental checkpoints + self.connection_router.delete_all_incremental_checkpoints() + + print("Compacting complete!") + + return compacted + + def try_create_checkpoint( + self, + threshold: int = DEFAULT_CHECKPOINT_EVENT_THRESHOLD, + compacting_threshold: int = DEFAULT_COMPACTING_THRESHOLD, + ) -> IncrementalCheckpoint | Checkpoint | None: + """ + Try to create incremental checkpoint and/or compact if thresholds exceeded. + + Args: + threshold: Create incremental checkpoint if rolling state has >= events. + compacting_threshold: Compact if >= this many incremental checkpoints. + + Returns: + The created checkpoint (incremental or compacted), or None. + """ + result = None + + # First, check if we should create an incremental checkpoint + if self.should_create_checkpoint(threshold): + result = self.create_incremental_checkpoint() + + # After creating, check if we should compact + if self.should_compact_checkpoints(compacting_threshold): + result = self.compact_checkpoints() + + return result diff --git a/tests/integration/test_checkpoints.py b/tests/integration/test_checkpoints.py new file mode 100644 index 0000000..b8208fb --- /dev/null +++ b/tests/integration/test_checkpoints.py @@ -0,0 +1,159 @@ +""" +Integration tests for checkpoint functionality with Google Drive. + +Tests GDrive-specific checkpoint behavior that can't be tested with in-memory connections. +Core checkpoint logic (create, restore, threshold, deduplication, compacting) is +covered by unit tests. + +These tests validate: +1. Full checkpoint + incremental + rolling state restoration on real GDrive +2. Auto-checkpoint creation + compacting + fresh login restore on real GDrive +""" + +import os +from time import sleep + +import pytest + +from syft_client.sync.syftbox_manager import SyftboxManager +from tests.integration.utils import token_path_do, token_path_ds + + +EMAIL_DO = os.environ.get("BEACH_EMAIL_DO", "") +EMAIL_DS = os.environ.get("BEACH_EMAIL_DS", "") + + +@pytest.mark.usefixtures("setup_delete_syftboxes") +def test_checkpoint_with_incremental_events(): + """Test that full checkpoint + incremental checkpoints + rolling state works correctly.""" + # First session: create initial state and full checkpoint + manager_ds1, manager_do1 = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + ) + + # Send initial files + manager_ds1.send_file_change(f"{EMAIL_DO}/initial1.txt", "Initial 1") + manager_ds1.send_file_change(f"{EMAIL_DO}/initial2.txt", "Initial 2") + sleep(1) + + manager_do1.sync(auto_checkpoint=False) + + # Create full checkpoint (legacy behavior) + full_checkpoint = manager_do1.create_checkpoint() + assert len(full_checkpoint.files) == 2 + checkpoint_timestamp = full_checkpoint.last_event_timestamp + print(f"Full checkpoint created with last_event_timestamp: {checkpoint_timestamp}") + + # Send more files to create incremental checkpoint + manager_ds1.send_file_change(f"{EMAIL_DO}/inc1.txt", "Incremental 1") + manager_ds1.send_file_change(f"{EMAIL_DO}/inc2.txt", "Incremental 2") + sleep(1) + + manager_do1.sync(auto_checkpoint=False) + + # Create incremental checkpoint (new flow) + manager_do1.try_create_checkpoint(threshold=2) + + # Verify incremental checkpoint was created + inc_cps = manager_do1.connection_router.get_all_incremental_checkpoints() + assert len(inc_cps) >= 1, "Should have at least 1 incremental checkpoint" + print(f"Created {len(inc_cps)} incremental checkpoint(s)") + + # Send more files for rolling state + manager_ds1.send_file_change(f"{EMAIL_DO}/rolling1.txt", "Rolling 1") + sleep(1) + + manager_do1.sync(auto_checkpoint=False) + + # Verify DO1 has all 5 files + assert len(manager_do1.datasite_owner_syncer.event_cache.file_hashes) == 5 + + # Fresh login should restore: full checkpoint + incremental checkpoints + rolling state + manager_ds2, manager_do2 = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + add_peers=False, + load_peers=True, + clear_caches=True, + ) + + manager_do2.sync(auto_checkpoint=False) + + # Should have all 5 files (2 from full checkpoint + 2 from incremental + 1 from rolling state) + do_cache = manager_do2.datasite_owner_syncer.event_cache + assert len(do_cache.file_hashes) == 5, ( + f"Expected 5 files, got {len(do_cache.file_hashes)}" + ) + print( + f"Restored {len(do_cache.file_hashes)} files (full checkpoint + incremental + rolling state)" + ) + + +@pytest.mark.usefixtures("setup_delete_syftboxes") +def test_auto_checkpoint_on_sync(): + """Test automatic incremental checkpoint creation and compacting during sync.""" + manager_ds, manager_do = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + ) + + # Send enough files to trigger auto-incremental-checkpoint (threshold=5) + for i in range(6): + manager_ds.send_file_change(f"{EMAIL_DO}/auto{i}.txt", f"Auto content {i}") + sleep(1) + + # Sync with auto_checkpoint enabled and low threshold + manager_do.sync(auto_checkpoint=True, checkpoint_threshold=5) + + # Verify incremental checkpoint was created + inc_cps = manager_do.connection_router.get_all_incremental_checkpoints() + assert len(inc_cps) >= 1, "Auto-incremental-checkpoint should have been created" + print(f"Auto-created {len(inc_cps)} incremental checkpoint(s)") + + # Test compacting: Create more incremental checkpoints + for i in range(6, 12): + manager_ds.send_file_change(f"{EMAIL_DO}/auto{i}.txt", f"Auto content {i}") + sleep(1) + + manager_do.sync(auto_checkpoint=False) + manager_do.try_create_checkpoint(threshold=5) # Create 2nd incremental checkpoint + + # Manually compact to test merging + compacted = manager_do.datasite_owner_syncer.compact_checkpoints() + assert len(compacted.files) == 12, ( + f"Expected 12 files after compacting, got {len(compacted.files)}" + ) + print(f"Compacted checkpoint has {len(compacted.files)} files") + + # Verify incremental checkpoints were deleted after compacting + inc_cps_after = manager_do.connection_router.get_all_incremental_checkpoints() + assert len(inc_cps_after) == 0, ( + "Incremental checkpoints should be deleted after compacting" + ) + + # Fresh login should restore from compacted checkpoint + manager_ds2, manager_do2 = SyftboxManager.pair_with_google_drive_testing_connection( + do_email=EMAIL_DO, + ds_email=EMAIL_DS, + do_token_path=token_path_do, + ds_token_path=token_path_ds, + add_peers=False, + load_peers=True, + clear_caches=True, + ) + + manager_do2.sync(auto_checkpoint=False) + + # Should have all 12 files from compacted checkpoint + do_cache = manager_do2.datasite_owner_syncer.event_cache + assert len(do_cache.file_hashes) == 12, ( + f"Expected 12 files from compacted checkpoint, got {len(do_cache.file_hashes)}" + ) + print(f"Restored {len(do_cache.file_hashes)} files from compacted checkpoint") diff --git a/tests/unit/test_checkpoints.py b/tests/unit/test_checkpoints.py new file mode 100644 index 0000000..a7db28b --- /dev/null +++ b/tests/unit/test_checkpoints.py @@ -0,0 +1,601 @@ +""" +Unit tests for checkpoint functionality. + +Tests checkpoint creation, restore, threshold-based creation, +compacting (with merges, overwrites, deletions), deduplication, +and in-memory checkpoint methods. +""" + +import time +from pathlib import Path +from uuid import uuid4 + +from syft_client.sync.checkpoints.checkpoint import ( + Checkpoint, + IncrementalCheckpoint, +) +from syft_client.sync.checkpoints.rolling_state import RollingState +from syft_client.sync.connections.inmemory_connection import ( + InMemoryBackingPlatform, + InMemoryPlatformConnection, +) +from syft_client.sync.events.file_change_event import FileChangeEvent +from syft_client.sync.syftbox_manager import SyftboxManager +from tests.unit.utils import get_mock_event + + +def test_checkpoint_create_and_restore(): + """Test that checkpoints can be created and restored.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True + ) + + do_email = do_manager.email + + # Send some file changes to build state (path format: email/filename) + ds_manager.send_file_change(f"{do_email}/test1.txt", "Content 1") + ds_manager.send_file_change(f"{do_email}/test2.txt", "Content 2") + + # Verify files are in cache + do_cache = do_manager.datasite_owner_syncer.event_cache + assert len(do_cache.file_hashes) == 2 + + # Create checkpoint + checkpoint = do_manager.create_checkpoint() + + assert checkpoint is not None + assert len(checkpoint.files) == 2 + assert checkpoint.email == do_manager.email + + # Verify checkpoint is stored in backing store + backing_store = do_manager.connection_router.connections[0].backing_store + assert len(backing_store.checkpoints) == 1 + + # Get latest checkpoint + latest_checkpoint = do_manager.connection_router.get_latest_checkpoint() + assert latest_checkpoint is not None + assert latest_checkpoint.timestamp == checkpoint.timestamp + + +def test_checkpoint_should_create(): + """Test should_create_checkpoint logic.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True + ) + + do_email = do_manager.email + + # No events - should not create checkpoint with low threshold + assert not do_manager.should_create_checkpoint(threshold=1) + + # Send file changes + for i in range(5): + ds_manager.send_file_change(f"{do_email}/test{i}.txt", f"Content {i}") + + # Now we have 5 events - check thresholds + assert do_manager.should_create_checkpoint(threshold=3) + assert do_manager.should_create_checkpoint(threshold=5) + assert not do_manager.should_create_checkpoint(threshold=10) + + +def test_checkpoint_try_create(): + """Test try_create_checkpoint only creates when threshold exceeded.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True + ) + + do_email = do_manager.email + + # Send 3 file changes + for i in range(3): + ds_manager.send_file_change(f"{do_email}/test{i}.txt", f"Content {i}") + + # With high threshold, should not create + result = do_manager.try_create_checkpoint(threshold=10) + assert result is None + + backing_store = do_manager.connection_router.connections[0].backing_store + assert len(backing_store.incremental_checkpoints) == 0 + + # With low threshold, should create incremental checkpoint + result = do_manager.try_create_checkpoint(threshold=2) + assert result is not None + assert len(backing_store.incremental_checkpoints) == 1 + + +def test_checkpoint_restore_on_sync(): + """Test that sync uses checkpoint for initial state restore.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + + # Send file changes and create initial state (path format: email/filename) + ds_manager.send_file_change(f"{do_email}/test1.txt", "Content 1") + ds_manager.send_file_change(f"{do_email}/test2.txt", "Content 2") + do_manager.sync(auto_checkpoint=False) + + # Create checkpoint + checkpoint = do_manager.create_checkpoint() + assert len(checkpoint.files) == 2 + + # Clear cache to simulate fresh login + do_manager.datasite_owner_syncer.event_cache.clear_cache() + do_manager.datasite_owner_syncer.initial_sync_done = False + + # Sync should restore from checkpoint + do_manager.sync(auto_checkpoint=False) + + # Verify state was restored + do_cache = do_manager.datasite_owner_syncer.event_cache + assert len(do_cache.file_hashes) == 2 + + +def test_checkpoint_events_since(): + """Test getting events since checkpoint timestamp.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + + # Send initial files and sync (path format: email/filename) + ds_manager.send_file_change(f"{do_email}/test1.txt", "Content 1") + do_manager.sync(auto_checkpoint=False) + + # Create checkpoint + checkpoint = do_manager.create_checkpoint() + + # Send more files after checkpoint + ds_manager.send_file_change(f"{do_email}/test2.txt", "Content 2") + ds_manager.send_file_change(f"{do_email}/test3.txt", "Content 3") + do_manager.sync(auto_checkpoint=False) + + # Count events since checkpoint + events_count = do_manager.connection_router.get_events_count_since_checkpoint( + checkpoint.last_event_timestamp + ) + # Should have 2 new events (test2.txt and test3.txt) + assert events_count >= 2 + + # Get events since checkpoint + events_messages = do_manager.connection_router.get_events_messages_since_timestamp( + checkpoint.last_event_timestamp + ) + assert len(events_messages) >= 1 + + +def test_inmemory_checkpoint_methods(): + """Test in-memory connection checkpoint methods directly.""" + backing_store = InMemoryBackingPlatform() + connection = InMemoryPlatformConnection( + owner_email="test@test.com", + backing_store=backing_store, + ) + + # Initially no checkpoint + assert connection.get_latest_checkpoint() is None + + # Create and upload checkpoint + checkpoint1 = Checkpoint(email="test@test.com", timestamp=100.0) + connection.upload_checkpoint(checkpoint1) + + # Get latest checkpoint + latest = connection.get_latest_checkpoint() + assert latest is not None + assert latest.timestamp == 100.0 + + # Upload another checkpoint with higher timestamp + checkpoint2 = Checkpoint(email="test@test.com", timestamp=200.0) + connection.upload_checkpoint(checkpoint2) + + # Get latest should return the newer one + latest = connection.get_latest_checkpoint() + assert latest.timestamp == 200.0 + + # Test events count + assert connection.get_events_count_since_checkpoint(None) == 0 + assert connection.get_events_count_since_checkpoint(100.0) == 0 + + +def test_checkpoint_excludes_datasets(): + """Test that checkpoints do not include files under syft_datasets folder.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True + ) + + do_email = do_manager.email + + # Send regular file changes + ds_manager.send_file_change( + f"{do_email}/public/regular_file.txt", "Regular content" + ) + ds_manager.send_file_change( + f"{do_email}/public/another_file.txt", "Another content" + ) + + # Manually write dataset files directly to the file_connection + # to simulate dataset files in the syft_datasets folder + do_cache = do_manager.datasite_owner_syncer.event_cache + do_cache.file_connection.write_file( + "public/syft_datasets/my_dataset/data.csv", "dataset,content\n1,2" + ) + do_cache.file_connection.write_file( + "public/syft_datasets/my_dataset/metadata.json", '{"name": "test"}' + ) + + # Verify regular files are in cache (from events) + assert len(do_cache.file_hashes) == 2 + + # Create checkpoint + checkpoint = do_manager.create_checkpoint() + + # Verify checkpoint only contains regular files, NOT dataset files + assert checkpoint is not None + checkpoint_paths = [f.path for f in checkpoint.files] + + # Should have 2 regular files + assert len(checkpoint.files) == 2 + + # Regular files should be in checkpoint + assert any("regular_file.txt" in p for p in checkpoint_paths) + assert any("another_file.txt" in p for p in checkpoint_paths) + + # Dataset files should NOT be in checkpoint + assert not any("syft_datasets" in p for p in checkpoint_paths) + assert not any("data.csv" in p for p in checkpoint_paths) + assert not any("metadata.json" in p for p in checkpoint_paths) + + +def test_compact_with_existing_full_checkpoint(): + """Test that compacting merges existing full checkpoint with incremental checkpoints.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + backing_store = do_manager.connection_router.connections[0].backing_store + + # Step 1: Create initial files and make a full checkpoint + ds_manager.send_file_change(f"{do_email}/file1.txt", "content1") + ds_manager.send_file_change(f"{do_email}/file2.txt", "content2") + do_manager.sync(auto_checkpoint=False) + + # Create full checkpoint (contains file1 and file2) + full_checkpoint = do_manager.create_checkpoint() + assert len(full_checkpoint.files) == 2 + assert len(backing_store.checkpoints) == 1 + + # Step 2: Create new files and make incremental checkpoints + # Send 3 new files (file3, file4, file5) + ds_manager.send_file_change(f"{do_email}/file3.txt", "content3") + ds_manager.send_file_change(f"{do_email}/file4.txt", "content4") + ds_manager.send_file_change(f"{do_email}/file5.txt", "content5") + do_manager.sync(auto_checkpoint=False) + + # Create first incremental checkpoint (should have 3 files) + do_manager.try_create_checkpoint(threshold=3) + assert len(backing_store.incremental_checkpoints) == 1 + + # Send 3 more files (file6, file7, file8) + ds_manager.send_file_change(f"{do_email}/file6.txt", "content6") + ds_manager.send_file_change(f"{do_email}/file7.txt", "content7") + ds_manager.send_file_change(f"{do_email}/file8.txt", "content8") + do_manager.sync(auto_checkpoint=False) + + # Create second incremental checkpoint + do_manager.try_create_checkpoint(threshold=3) + assert len(backing_store.incremental_checkpoints) == 2 + + # Step 3: Manually call compact_checkpoints + # This should merge: + # - Full checkpoint (file1, file2) + # - Incremental checkpoint #1 (file3, file4, file5) + # - Incremental checkpoint #2 (file6, file7, file8) + # = New full checkpoint with all 8 files + compacted = do_manager.datasite_owner_syncer.compact_checkpoints() + + # Verify compacted checkpoint has all 8 files + assert len(compacted.files) == 8 + checkpoint_paths = {f.path for f in compacted.files} + + # All files should be present (paths don't include email prefix in checkpoint) + assert "file1.txt" in checkpoint_paths + assert "file2.txt" in checkpoint_paths + assert "file3.txt" in checkpoint_paths + assert "file4.txt" in checkpoint_paths + assert "file5.txt" in checkpoint_paths + assert "file6.txt" in checkpoint_paths + assert "file7.txt" in checkpoint_paths + assert "file8.txt" in checkpoint_paths + + # Verify incremental checkpoints are deleted + assert len(backing_store.incremental_checkpoints) == 0 + + # Verify full checkpoint is updated (still 1 checkpoint, but newer) + assert len(backing_store.checkpoints) == 1 + + +def test_compact_with_no_existing_full_checkpoint(): + """Test that compacting works when there's no existing full checkpoint.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + backing_store = do_manager.connection_router.connections[0].backing_store + + # Create incremental checkpoints WITHOUT a full checkpoint first + # First incremental checkpoint + ds_manager.send_file_change(f"{do_email}/file1.txt", "content1") + ds_manager.send_file_change(f"{do_email}/file2.txt", "content2") + do_manager.sync(auto_checkpoint=False) + do_manager.try_create_checkpoint(threshold=2) + assert len(backing_store.incremental_checkpoints) == 1 + + # Second incremental checkpoint + ds_manager.send_file_change(f"{do_email}/file3.txt", "content3") + ds_manager.send_file_change(f"{do_email}/file4.txt", "content4") + do_manager.sync(auto_checkpoint=False) + do_manager.try_create_checkpoint(threshold=2) + assert len(backing_store.incremental_checkpoints) == 2 + + # Compact (without existing full checkpoint) + compacted = do_manager.datasite_owner_syncer.compact_checkpoints() + + # Verify compacted checkpoint has all 4 files + assert len(compacted.files) == 4 + checkpoint_paths = {f.path for f in compacted.files} + assert "file1.txt" in checkpoint_paths + assert "file2.txt" in checkpoint_paths + assert "file3.txt" in checkpoint_paths + assert "file4.txt" in checkpoint_paths + + # Verify incremental checkpoints are deleted + assert len(backing_store.incremental_checkpoints) == 0 + + +def test_incremental_checkpoint_deduplication(): + """Test that incremental checkpoint deduplicates events by path.""" + _, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + + # Manually build rolling state with duplicate paths (bypasses hash conflict check) + rs = RollingState( + email=do_email, + base_checkpoint_timestamp=0.0, + ) + + event1 = get_mock_event(f"{do_email}/changing.txt") + event1.content = "version1" + rs.add_event(event1) + + event2 = get_mock_event(f"{do_email}/changing.txt") + event2.content = "version2" + rs.add_event(event2) + + event3 = get_mock_event(f"{do_email}/changing.txt") + event3.content = "version3" + rs.add_event(event3) + + stable_event = get_mock_event(f"{do_email}/stable.txt") + stable_event.content = "stable_content" + rs.add_event(stable_event) + + # Rolling state should have 2 events (deduplicated at add time) + assert rs.event_count == 2 + + # Inject rolling state into the syncer and create incremental checkpoint + do_manager.datasite_owner_syncer._rolling_state = rs + inc_cp = do_manager.datasite_owner_syncer.create_incremental_checkpoint() + + # Should only have 2 events (1 for changing.txt latest, 1 for stable.txt) + assert inc_cp.event_count == 2 + + # The changing.txt event should have the latest content + changing_events = [ + e for e in inc_cp.events if "changing.txt" in str(e.path_in_datasite) + ] + assert len(changing_events) == 1 + assert changing_events[0].content == "version3" + + +def test_compact_with_file_overwrites_across_incrementals(): + """Test compacting where the same file is modified across incremental checkpoints.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + backing_store = do_manager.connection_router.connections[0].backing_store + + # Create full checkpoint with file1 + ds_manager.send_file_change(f"{do_email}/file1.txt", "original") + do_manager.sync(auto_checkpoint=False) + do_manager.create_checkpoint() + + # Manually construct incremental #1: modify file1 + add file2 + inc1_events = [ + FileChangeEvent( + id=uuid4(), + path_in_datasite=Path("file1.txt"), + datasite_email=do_email, + content="modified_v2", + old_hash=None, + new_hash="hash_v2", + is_deleted=False, + submitted_timestamp=time.time(), + timestamp=time.time(), + ), + FileChangeEvent( + id=uuid4(), + path_in_datasite=Path("file2.txt"), + datasite_email=do_email, + content="content2", + old_hash=None, + new_hash="hash_file2", + is_deleted=False, + submitted_timestamp=time.time(), + timestamp=time.time(), + ), + ] + inc_cp1 = IncrementalCheckpoint( + email=do_email, + sequence_number=1, + events=inc1_events, + ) + do_manager.connection_router.upload_incremental_checkpoint(inc_cp1) + + # Manually construct incremental #2: modify file1 again + inc2_events = [ + FileChangeEvent( + id=uuid4(), + path_in_datasite=Path("file1.txt"), + datasite_email=do_email, + content="modified_v3", + old_hash="hash_v2", + new_hash="hash_v3", + is_deleted=False, + submitted_timestamp=time.time(), + timestamp=time.time(), + ), + ] + inc_cp2 = IncrementalCheckpoint( + email=do_email, + sequence_number=2, + events=inc2_events, + ) + do_manager.connection_router.upload_incremental_checkpoint(inc_cp2) + + assert len(backing_store.incremental_checkpoints) == 2 + + # Compact + compacted = do_manager.datasite_owner_syncer.compact_checkpoints() + + # Should have 2 files: file1 (latest version) and file2 + assert len(compacted.files) == 2 + file1 = next(f for f in compacted.files if f.path == "file1.txt") + assert file1.content == "modified_v3" + + +def test_compact_with_file_deletions(): + """Test compacting excludes files marked as deleted in incremental checkpoints.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + do_manager.connection_router.connections[0].backing_store + + # Create full checkpoint with file1 and file2 + ds_manager.send_file_change(f"{do_email}/file1.txt", "content1") + ds_manager.send_file_change(f"{do_email}/file2.txt", "content2") + do_manager.sync(auto_checkpoint=False) + do_manager.create_checkpoint() + + # Incremental #1: add file3 + ds_manager.send_file_change(f"{do_email}/file3.txt", "content3") + do_manager.sync(auto_checkpoint=False) + do_manager.try_create_checkpoint(threshold=1) + + # Manually create incremental #2 with a deletion event for file1 + deletion_event = FileChangeEvent( + id=uuid4(), + path_in_datasite=Path("file1.txt"), + datasite_email=do_email, + content=None, + old_hash="some_hash", + new_hash=None, + is_deleted=True, + submitted_timestamp=time.time(), + timestamp=time.time(), + ) + inc_cp = IncrementalCheckpoint( + email=do_email, + sequence_number=do_manager.connection_router.get_next_incremental_sequence_number(), + events=[deletion_event], + ) + do_manager.connection_router.upload_incremental_checkpoint(inc_cp) + + # Compact + compacted = do_manager.datasite_owner_syncer.compact_checkpoints() + + # Should have 2 files: file2 and file3 (file1 was deleted) + checkpoint_paths = {f.path for f in compacted.files} + assert "file1.txt" not in checkpoint_paths + assert "file2.txt" in checkpoint_paths + assert "file3.txt" in checkpoint_paths + assert len(compacted.files) == 2 + + +def test_try_create_checkpoint_triggers_compacting(): + """Test that try_create_checkpoint triggers compacting when both thresholds are met.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection( + use_in_memory_cache=True, + sync_automatically=False, + ) + + do_email = do_manager.email + backing_store = do_manager.connection_router.connections[0].backing_store + syncer = do_manager.datasite_owner_syncer + + # Create 2 incremental checkpoints (use high compacting_threshold to prevent early compacting) + for batch in range(2): + for i in range(3): + ds_manager.send_file_change( + f"{do_email}/batch{batch}_file{i}.txt", f"content_{batch}_{i}" + ) + do_manager.sync(auto_checkpoint=False) + syncer.try_create_checkpoint(threshold=3, compacting_threshold=999) + + assert len(backing_store.incremental_checkpoints) == 2 + assert len(backing_store.checkpoints) == 0 + + # Now send more events and call try_create_checkpoint with low compacting threshold + for i in range(3): + ds_manager.send_file_change(f"{do_email}/batch2_file{i}.txt", f"content_2_{i}") + do_manager.sync(auto_checkpoint=False) + + # This should create incremental #3 AND trigger compacting (threshold=3, compacting=3) + result = syncer.try_create_checkpoint(threshold=3, compacting_threshold=3) + + # Result should be a full Checkpoint (from compacting), not IncrementalCheckpoint + assert isinstance(result, Checkpoint) + + # All incrementals should be deleted, full checkpoint created + assert len(backing_store.incremental_checkpoints) == 0 + assert len(backing_store.checkpoints) == 1 + assert len(result.files) == 9 # 3 batches × 3 files + + +def test_upload_checkpoint_write_then_delete(): + """Test that upload_checkpoint writes new checkpoint before deleting old one.""" + backing_store = InMemoryBackingPlatform() + connection = InMemoryPlatformConnection( + owner_email="test@test.com", + backing_store=backing_store, + ) + + # Upload first checkpoint + cp1 = Checkpoint(email="test@test.com", timestamp=100.0) + connection.upload_checkpoint(cp1) + assert len(backing_store.checkpoints) == 1 + + # Upload second checkpoint — old one should be replaced + cp2 = Checkpoint(email="test@test.com", timestamp=200.0) + connection.upload_checkpoint(cp2) + + # Should have exactly 1 checkpoint (the new one) + assert len(backing_store.checkpoints) == 1 + assert backing_store.checkpoints[0].timestamp == 200.0 diff --git a/tests/unit/test_rolling_state.py b/tests/unit/test_rolling_state.py new file mode 100644 index 0000000..85b9d09 --- /dev/null +++ b/tests/unit/test_rolling_state.py @@ -0,0 +1,259 @@ +"""Tests for RollingState functionality. + +Tests verify that: +1. RollingState is uploaded and retrieved correctly +2. RollingState can be deleted +3. Uploading replaces existing rolling state +""" + +import time +from syft_client.sync.syftbox_manager import SyftboxManager +from syft_client.sync.checkpoints.rolling_state import RollingState +from tests.unit.utils import get_mock_event +from syft_client.sync.syftbox_manager import SyftboxManagerConfig +from syft_client.sync.connections.inmemory_connection import ( + InMemoryPlatformConnection, + InMemoryBackingPlatform, +) + + +def test_upload_and_get_rolling_state(): + """Test uploading and retrieving rolling state from in-memory store.""" + _, do_manager = SyftboxManager.pair_with_in_memory_connection() + + # Create a rolling state + rs = RollingState( + email=do_manager.email, + base_checkpoint_timestamp=time.time(), + ) + event = get_mock_event(f"{do_manager.email}/file1.txt") + rs.add_event(event) + + # Upload + do_manager.connection_router.upload_rolling_state(rs) + + # Retrieve + retrieved = do_manager.connection_router.get_rolling_state() + assert retrieved is not None + assert retrieved.email == rs.email + assert retrieved.event_count == rs.event_count + + +def test_delete_rolling_state(): + """Test deleting rolling state from in-memory store.""" + _, do_manager = SyftboxManager.pair_with_in_memory_connection() + + # Create and upload a rolling state + rs = RollingState( + email=do_manager.email, + base_checkpoint_timestamp=time.time(), + ) + do_manager.connection_router.upload_rolling_state(rs) + + # Verify it exists + assert do_manager.connection_router.get_rolling_state() is not None + + # Delete + do_manager.connection_router.delete_rolling_state() + + # Verify it's gone + assert do_manager.connection_router.get_rolling_state() is None + + +def test_upload_replaces_existing_rolling_state(): + """Test that uploading rolling state replaces existing one.""" + _, do_manager = SyftboxManager.pair_with_in_memory_connection() + + # Create and upload first rolling state + rs1 = RollingState( + email=do_manager.email, + base_checkpoint_timestamp=1000.0, + ) + do_manager.connection_router.upload_rolling_state(rs1) + + # Create and upload second rolling state + rs2 = RollingState( + email=do_manager.email, + base_checkpoint_timestamp=2000.0, + ) + do_manager.connection_router.upload_rolling_state(rs2) + + # Verify only one exists and it's the second one + retrieved = do_manager.connection_router.get_rolling_state() + assert retrieved is not None + assert retrieved.base_checkpoint_timestamp == 2000.0 + + +def test_rolling_state_created_after_checkpoint(): + """Test that rolling state is accumulated after checkpoint creation.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection() + + # Send some events + ds_manager.send_file_change(f"{do_manager.email}/file1.txt", "content1") + ds_manager.send_file_change(f"{do_manager.email}/file2.txt", "content2") + + # DO syncs and creates checkpoint + do_manager.sync(auto_checkpoint=False) + do_manager.create_checkpoint() + + # Send more events after checkpoint + ds_manager.send_file_change(f"{do_manager.email}/file3.txt", "content3") + ds_manager.send_file_change(f"{do_manager.email}/file4.txt", "content4") + + # DO syncs again + do_manager.sync(auto_checkpoint=False) + + # Verify rolling state exists and has the new events + rs = do_manager.connection_router.get_rolling_state() + assert rs is not None + assert rs.event_count == 2 # file3 and file4 + + +def test_fresh_login_uses_checkpoint_and_rolling_state(): + """Test that fresh login downloads checkpoint + rolling state instead of all events.""" + + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection() + store: InMemoryBackingPlatform = do_manager.connection_router.connections[ + 0 + ].backing_store + do_email = do_manager.email + + # Send events and create checkpoint + ds_manager.send_file_change(f"{do_manager.email}/file1.txt", "content1") + ds_manager.send_file_change(f"{do_manager.email}/file2.txt", "content2") + do_manager.sync(auto_checkpoint=False) + do_manager.create_checkpoint() + + # Verify checkpoint exists with 2 files + checkpoint = store.checkpoints[-1] + assert len(checkpoint.files) == 2 + + # Send more events after checkpoint + ds_manager.send_file_change(f"{do_manager.email}/file3.txt", "content3") + do_manager.sync(auto_checkpoint=False) + + # Verify rolling state exists + rolling_state = do_manager.connection_router.get_rolling_state() + assert rolling_state is not None + assert rolling_state.event_count >= 1 + + # Create a fresh DO manager (simulating fresh login) + fresh_do_config = SyftboxManagerConfig.base_config_for_in_memory_connection( + email=do_email, + only_ds=False, + only_datasite_owner=True, + use_in_memory_cache=True, + check_versions=False, + ) + fresh_do = SyftboxManager.from_config(fresh_do_config) + + # Connect to the same backing store + fresh_do_connection = InMemoryPlatformConnection( + receiver_function=None, + backing_store=store, + owner_email=do_email, + ) + fresh_do.add_connection(fresh_do_connection) + + # Track how many individual events are downloaded + download_count = 0 + original_download = ( + fresh_do.datasite_owner_syncer.download_events_message_by_id_with_connection + ) + + def counted_download(event_id): + nonlocal download_count + download_count += 1 + return original_download(event_id) + + fresh_do.datasite_owner_syncer.download_events_message_by_id_with_connection = ( + counted_download + ) + + # Sync should use checkpoint + rolling state + fresh_do.sync(auto_checkpoint=False) + + # With rolling state, we shouldn't need to download individual events + assert download_count == 0, ( + f"Expected 0 individual event downloads, but got {download_count}" + ) + + # Verify checkpoint files are in the cache (at minimum) + cache = fresh_do.datasite_owner_syncer.event_cache + assert len(cache.file_hashes) >= 2, ( + f"Expected at least 2 files from checkpoint, got {len(cache.file_hashes)}" + ) + + +def test_checkpoint_resets_rolling_state(): + """Test that creating a new checkpoint resets the rolling state.""" + ds_manager, do_manager = SyftboxManager.pair_with_in_memory_connection() + + # Send events and create checkpoint + ds_manager.send_file_change(f"{do_manager.email}/file1.txt", "content1") + do_manager.sync(auto_checkpoint=False) + do_manager.create_checkpoint() + + # Send more events + ds_manager.send_file_change(f"{do_manager.email}/file2.txt", "content2") + ds_manager.send_file_change(f"{do_manager.email}/file3.txt", "content3") + do_manager.sync(auto_checkpoint=False) + + # Verify rolling state has 2 events + rs = do_manager.connection_router.get_rolling_state() + assert rs is not None + assert rs.event_count == 2 + + # Create another checkpoint + do_manager.create_checkpoint() + + # Rolling state should be deleted/reset + rs = do_manager.connection_router.get_rolling_state() + assert rs is None or rs.event_count == 0 + + +def test_rolling_state_deduplicates_by_path(): + """Test that rolling state only keeps the latest event per file path.""" + rs = RollingState( + email="test@test.com", + base_checkpoint_timestamp=1000.0, + ) + + # Add multiple events for the same file + event1 = get_mock_event("test@test.com/file.txt") + event1.content = "version1" + rs.add_event(event1) + assert rs.event_count == 1 + + event2 = get_mock_event("test@test.com/file.txt") + event2.content = "version2" + rs.add_event(event2) + + # Should still be 1 event (replaced, not appended) + assert rs.event_count == 1 + assert rs.events[0].content == "version2" + + # Add a different file + event3 = get_mock_event("test@test.com/other.txt") + rs.add_event(event3) + assert rs.event_count == 2 + + +def test_rolling_state_clear_resets_base_timestamp(): + """Test that clear() resets events and updates base_checkpoint_timestamp.""" + rs = RollingState( + email="test@test.com", + base_checkpoint_timestamp=1000.0, + ) + + event = get_mock_event("test@test.com/file.txt") + rs.add_event(event) + assert rs.event_count == 1 + assert rs.base_checkpoint_timestamp == 1000.0 + + # Clear with new timestamp + rs.clear(new_base_checkpoint_timestamp=2000.0) + + assert rs.event_count == 0 + assert rs.base_checkpoint_timestamp == 2000.0 + assert rs.last_event_timestamp is None diff --git a/uv.lock b/uv.lock index 3f29eb0..21704a7 100644 --- a/uv.lock +++ b/uv.lock @@ -2,11 +2,16 @@ version = 1 revision = 1 requires-python = ">=3.10" resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.13.*' and sys_platform == 'win32'", + "python_full_version >= '3.11' and python_full_version < '3.13' and sys_platform == 'win32'", + "python_full_version == '3.13.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.11' and python_full_version < 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