From 338cf5ef7a65650fcfd9fbacbcae53dd2c2a6d66 Mon Sep 17 00:00:00 2001 From: Tanmaypatil123 Date: Tue, 23 Dec 2025 12:08:47 +0530 Subject: [PATCH] base64 things --- modelq/app/base.py | 169 +++++++- modelq/app/tasks/base.py | 5 +- modelq/app/utils/compression.py | 176 +++++++++ poetry.lock | 665 +++++++++++++++++++++++++++++++- pyproject.toml | 10 + tests/test_compression.py | 527 +++++++++++++++++++++++++ 6 files changed, 1544 insertions(+), 8 deletions(-) create mode 100644 modelq/app/utils/compression.py create mode 100644 tests/test_compression.py diff --git a/modelq/app/base.py b/modelq/app/base.py index f4077bd..38a2735 100644 --- a/modelq/app/base.py +++ b/modelq/app/base.py @@ -15,6 +15,7 @@ from modelq.exceptions import TaskProcessingError, TaskTimeoutError,RetryTaskException from modelq.app.middleware import Middleware from modelq.app.redis_retry import _RedisWithRetry +from modelq.app.utils.compression import compress_base64, decompress_base64 from pydantic import BaseModel, ValidationError from typing import Optional, Dict, Any, Type @@ -33,6 +34,9 @@ class ModelQ: PRUNE_CHECK_INTERVAL = 60 # seconds: how often to check for stale servers TASK_RESULT_RETENTION = 86400 + # Thread-local storage for tracking current task context + _current_task = threading.local() + def __init__( self, host: str = "localhost", @@ -609,6 +613,9 @@ def process_task(self, task: Task) -> None: f"with args: {call_args}, kwargs: {call_kwargs}" ) + # Set current task context for this thread + self._current_task.task_id = task.task_id + if stream: # Stream results for result in task_function(*call_args, **call_kwargs): @@ -683,17 +690,35 @@ def process_task(self, task: Task) -> None: finally: self.redis_client.srem("processing_tasks", task.task_id) + # Clear current task context for this thread + if hasattr(self._current_task, 'task_id'): + delattr(self._current_task, 'task_id') def _store_final_task_state(self, task: Task, success: bool): """ Persists the final status/result of the task in Redis, adding finished_at. + Preserves any base64_output that was stored during task execution. """ + # Get existing task data to preserve base64_output if it exists + existing_data = self.redis_client.get(f"task:{task.task_id}") + existing_base64_output = None + if existing_data: + try: + existing_dict = json.loads(existing_data) + existing_base64_output = existing_dict.get("base64_output") + except: + pass + task_dict = task.to_dict() + # Preserve base64_output if it was stored during task execution + if existing_base64_output is not None: + task_dict["base64_output"] = existing_base64_output + # Mark finished_at task_dict["finished_at"] = time.time() - + self.redis_client.set( f"task_result:{task.task_id}", json.dumps(task_dict), @@ -740,6 +765,148 @@ def get_task_status(self, task_id: str) -> Optional[str]: return json.loads(task_data).get("status") return None + def store_base64_output( + self, + base64_output: str, + task_id: Optional[str] = None, + compress: bool = True, + compression_method: str = "zlib", + compression_level: int = 6 + ) -> bool: + """ + Store base64 output for a task with optional compression. + Automatically detects the current task_id if called from within a task function. + + Args: + base64_output: The base64 encoded output (image, video, etc.) + task_id: Optional task ID. If not provided, uses the current task being processed + compress: Whether to compress the base64 output (default: True) + compression_method: Compression algorithm to use (default: "zlib") + Options: "zlib", "gzip", "bz2", "brotli", "lz4" + compression_level: Compression level 0-9 (default: 6) + Higher = better compression but slower + + Returns: + True if storage was successful, False otherwise + + Example: + @modelq.task() + def generate_image(params): + # ... generate image and encode to base64 + base64_image = "data:image/png;base64,..." + + # Store with default compression (zlib, level 6) + modelq.store_base64_output(base64_image, compress=True) + + # Store with maximum compression using brotli + modelq.store_base64_output(base64_image, compress=True, + compression_method="brotli", + compression_level=11) + + # Return regular result + return {"status": "success"} + """ + try: + # Auto-detect task_id from current thread context if not provided + if task_id is None: + if hasattr(self._current_task, 'task_id'): + task_id = self._current_task.task_id + else: + logger.error("store_base64_output called without task_id and no task context found") + return False + + # Get the existing task data + task_data = self.redis_client.get(f"task:{task_id}") + if not task_data: + logger.warning(f"Task {task_id} not found when trying to store base64 output") + return False + + task_dict = json.loads(task_data) + + # Compress if requested + if compress: + stored_output = compress_base64( + base64_output, + compression_level=compression_level, + method=compression_method + ) + else: + stored_output = base64_output + + # Update the task dict with base64_output + task_dict["base64_output"] = stored_output + + # Store back to Redis with same expiry times + self.redis_client.set( + f"task:{task_id}", + json.dumps(task_dict), + ex=86400 # 24 hours + ) + + # Also update task_result if it exists + task_result_data = self.redis_client.get(f"task_result:{task_id}") + if task_result_data: + result_dict = json.loads(task_result_data) + result_dict["base64_output"] = stored_output + self.redis_client.set( + f"task_result:{task_id}", + json.dumps(result_dict), + ex=3600 # 1 hour + ) + + logger.info(f"Stored base64 output for task {task_id} (compressed: {compress}, method: {compression_method})") + return True + + except Exception as e: + logger.error(f"Failed to store base64 output for task {task_id}: {e}") + return False + + def get_task_base64(self, task_id: str, decompress: bool = True) -> Optional[str]: + """ + Retrieve the base64 output for a task. + + Args: + task_id: The task ID to retrieve the output for + decompress: Whether to decompress the output if it was compressed (default: True) + + Returns: + The base64 output string, or None if not found + + Example: + # Get the base64 output for a completed task + base64_image = modelq.get_task_base64(task.task_id) + if base64_image: + # Use the base64 image + pass + """ + try: + # Try to get from task_result first (most recent) + task_data = self.redis_client.get(f"task_result:{task_id}") + + # Fall back to task key if not in result + if not task_data: + task_data = self.redis_client.get(f"task:{task_id}") + + if not task_data: + logger.warning(f"Task {task_id} not found when trying to retrieve base64 output") + return None + + task_dict = json.loads(task_data) + base64_output = task_dict.get("base64_output") + + if base64_output is None: + return None + + # Decompress if requested + if decompress: + return decompress_base64(base64_output) + else: + return base64_output + + except Exception as e: + logger.error(f"Failed to retrieve base64 output for task {task_id}: {e}") + return None + def log_task_error_to_file(self, task: Task, exc: Exception, file_path="modelq_errors.log"): """ Logs detailed error info to a specified file, with dashes before and after. diff --git a/modelq/app/tasks/base.py b/modelq/app/tasks/base.py index b4cc9eb..e879baf 100644 --- a/modelq/app/tasks/base.py +++ b/modelq/app/tasks/base.py @@ -18,7 +18,8 @@ def __init__(self, task_name: str, payload: dict, timeout: int = 15): self.original_payload = copy.deepcopy(payload) self.status = "queued" self.result = None - + self.base64_output = None # New field for storing compressed base64 outputs + # New timestamps: self.created_at = time.time() # When Task object is instantiated self.queued_at = None # When task is enqueued in Redis @@ -36,6 +37,7 @@ def to_dict(self): "payload": self.payload, "status": self.status, "result": self.result, + "base64_output": self.base64_output, "created_at": self.created_at, "queued_at": self.queued_at, "started_at": self.started_at, @@ -49,6 +51,7 @@ def from_dict(data: dict) -> "Task": task.task_id = data["task_id"] task.status = data["status"] task.result = data.get("result") + task.base64_output = data.get("base64_output") # Load timestamps if present task.created_at = data.get("created_at") diff --git a/modelq/app/utils/compression.py b/modelq/app/utils/compression.py new file mode 100644 index 0000000..a2beea2 --- /dev/null +++ b/modelq/app/utils/compression.py @@ -0,0 +1,176 @@ +""" +Compression utilities for base64 data. +Provides functions to compress and decompress base64-encoded data. +Supports multiple compression algorithms: zlib, gzip, bz2, brotli, lz4 +""" +import base64 +import zlib +import gzip +import bz2 +from typing import Optional, Literal + +# Try to import optional compression libraries +try: + import brotli + BROTLI_AVAILABLE = True +except ImportError: + BROTLI_AVAILABLE = False + +try: + import lz4.frame + LZ4_AVAILABLE = True +except ImportError: + LZ4_AVAILABLE = False + +CompressionMethod = Literal["zlib", "gzip", "bz2", "brotli", "lz4"] + + +def compress_base64( + base64_string: str, + compression_level: int = 6, + method: CompressionMethod = "zlib" +) -> str: + """ + Compress a base64 string using various compression algorithms. + + Args: + base64_string: The base64 encoded string to compress + compression_level: Compression level (0-9 for most methods). Default is 6. + - zlib/gzip: 0-9 (0=none, 6=balanced, 9=max) + - bz2: 1-9 (1=fastest, 9=best compression) + - brotli: 0-11 (0=fastest, 11=best compression) + - lz4: level ignored (always fast) + method: Compression method to use. Options: + - "zlib": Fast and balanced (default) + - "gzip": Standard, similar to zlib + - "bz2": Better compression, slower + - "brotli": Best compression, moderate speed (requires brotli package) + - "lz4": Fastest, lower compression (requires lz4 package) + + Returns: + Compressed base64 string with method prefix (e.g., "zlib:...") + """ + if not base64_string: + return base64_string + + try: + # Encode string to bytes + data_bytes = base64_string.encode('utf-8') + + # Compress based on selected method + if method == "zlib": + compressed_bytes = zlib.compress(data_bytes, level=compression_level) + + elif method == "gzip": + compressed_bytes = gzip.compress(data_bytes, compresslevel=compression_level) + + elif method == "bz2": + # bz2 uses compresslevel 1-9 + level = max(1, min(9, compression_level)) + compressed_bytes = bz2.compress(data_bytes, compresslevel=level) + + elif method == "brotli": + if not BROTLI_AVAILABLE: + raise ImportError("brotli package not installed. Install with: pip install brotli") + # brotli uses quality 0-11 + quality = max(0, min(11, compression_level)) + compressed_bytes = brotli.compress(data_bytes, quality=quality) + + elif method == "lz4": + if not LZ4_AVAILABLE: + raise ImportError("lz4 package not installed. Install with: pip install lz4") + compressed_bytes = lz4.frame.compress(data_bytes) + + else: + raise ValueError(f"Unknown compression method: {method}") + + # Encode to base64 with method prefix + compressed_base64 = base64.b64encode(compressed_bytes).decode('utf-8') + + # Add method prefix so we know how to decompress + return f"{method}:{compressed_base64}" + + except Exception as e: + # If compression fails, return original string + return base64_string + + +def decompress_base64(compressed_base64: str) -> Optional[str]: + """ + Decompress a compressed base64 string. + Automatically detects compression method from prefix. + + Args: + compressed_base64: The compressed base64 string (with method prefix) + + Returns: + Decompressed base64 string, or None if decompression fails + """ + if not compressed_base64: + return compressed_base64 + + try: + # Check if there's a method prefix + if ":" in compressed_base64: + method, compressed_data = compressed_base64.split(":", 1) + else: + # Backward compatibility: assume zlib if no prefix + method = "zlib" + compressed_data = compressed_base64 + + # Decode from base64 to compressed bytes + compressed_bytes = base64.b64decode(compressed_data) + + # Decompress based on method + if method == "zlib": + decompressed_bytes = zlib.decompress(compressed_bytes) + + elif method == "gzip": + decompressed_bytes = gzip.decompress(compressed_bytes) + + elif method == "bz2": + decompressed_bytes = bz2.decompress(compressed_bytes) + + elif method == "brotli": + if not BROTLI_AVAILABLE: + raise ImportError("brotli package not installed") + decompressed_bytes = brotli.decompress(compressed_bytes) + + elif method == "lz4": + if not LZ4_AVAILABLE: + raise ImportError("lz4 package not installed") + decompressed_bytes = lz4.frame.decompress(compressed_bytes) + + else: + raise ValueError(f"Unknown compression method: {method}") + + # Decode back to string + decompressed_string = decompressed_bytes.decode('utf-8') + + return decompressed_string + + except Exception as e: + # If decompression fails, assume it's not compressed and return as-is + return compressed_base64 + + +def is_compressed(data: str) -> bool: + """ + Check if a base64 string is compressed. + + Args: + data: The base64 string to check + + Returns: + True if the data appears to be compressed, False otherwise + """ + if not data: + return False + + try: + # Try to decode and decompress + compressed_bytes = base64.b64decode(data) + zlib.decompress(compressed_bytes) + return True + except: + return False diff --git a/poetry.lock b/poetry.lock index 4d747c0..fa24dab 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. [[package]] name = "annotated-types" @@ -6,6 +6,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -17,6 +18,7 @@ version = "4.9.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, @@ -30,7 +32,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < 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b/tests/test_compression.py new file mode 100644 index 0000000..1608a39 --- /dev/null +++ b/tests/test_compression.py @@ -0,0 +1,527 @@ +""" +Test cases for base64 compression functionality in ModelQ. + +Tests all compression methods (zlib, gzip, bz2, brotli, lz4) with various +data types and ensures lossless compression/decompression. +""" + +import json +import base64 +import io +import pytest +import fakeredis +from PIL import Image + +from modelq import ModelQ +from modelq.app.utils.compression import ( + compress_base64, + decompress_base64, + is_compressed, + BROTLI_AVAILABLE, + LZ4_AVAILABLE +) + + +# --------------------------------------------------------------------------- +# Fixtures +# --------------------------------------------------------------------------- + +@pytest.fixture +def mock_redis(): + """Create a fake Redis client for testing.""" + return fakeredis.FakeStrictRedis() + + +@pytest.fixture +def modelq_instance(mock_redis): + """Create a ModelQ instance with mock Redis.""" + return ModelQ(redis_client=mock_redis) + + +@pytest.fixture +def simple_base64(): + """Generate a simple base64 string for testing.""" + return "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg==" + + +@pytest.fixture +def image_base64(): + """Generate a test image as base64.""" + img = Image.new('RGB', (100, 100), color='blue') + buffered = io.BytesIO() + img.save(buffered, format="PNG") + base64_string = base64.b64encode(buffered.getvalue()).decode('utf-8') + return f"data:image/png;base64,{base64_string}" + + +@pytest.fixture +def repetitive_base64(): + """Generate highly compressible repetitive data.""" + return "data:text/plain;base64," + "A" * 1000 + + +# --------------------------------------------------------------------------- +# Compression Utility Tests +# --------------------------------------------------------------------------- + +class TestCompressionUtils: + """Test compression utility functions.""" + + def test_compress_decompress_zlib(self, simple_base64): + """Test zlib compression and decompression.""" + compressed = compress_base64(simple_base64, method="zlib", compression_level=6) + decompressed = decompress_base64(compressed) + + assert compressed != simple_base64 # Should be different + assert decompressed == simple_base64 # Should be identical after decompression + # Note: Very small data may not compress well, but should still work + assert compressed.startswith("zlib:") # Should have method prefix + + def test_compress_decompress_gzip(self, simple_base64): + """Test gzip compression and decompression.""" + compressed = compress_base64(simple_base64, method="gzip", compression_level=6) + decompressed = decompress_base64(compressed) + + assert compressed != simple_base64 + assert decompressed == simple_base64 + assert compressed.startswith("gzip:") + + def test_compress_decompress_bz2(self, simple_base64): + """Test bz2 compression and decompression.""" + compressed = compress_base64(simple_base64, method="bz2", compression_level=9) + decompressed = decompress_base64(compressed) + + assert compressed != simple_base64 + assert decompressed == simple_base64 + assert compressed.startswith("bz2:") + + @pytest.mark.skipif(not BROTLI_AVAILABLE, reason="brotli not installed") + def test_compress_decompress_brotli(self, simple_base64): + """Test brotli compression and decompression.""" + compressed = compress_base64(simple_base64, method="brotli", compression_level=11) + decompressed = decompress_base64(compressed) + + assert compressed != simple_base64 + assert decompressed == simple_base64 + assert compressed.startswith("brotli:") + + @pytest.mark.skipif(not LZ4_AVAILABLE, reason="lz4 not installed") + def test_compress_decompress_lz4(self, simple_base64): + """Test lz4 compression and decompression.""" + compressed = compress_base64(simple_base64, method="lz4") + decompressed = decompress_base64(compressed) + + assert compressed != simple_base64 + assert decompressed == simple_base64 + assert compressed.startswith("lz4:") + + def test_compression_levels(self, simple_base64): + """Test different compression levels.""" + compressed_1 = compress_base64(simple_base64, method="zlib", compression_level=1) + compressed_6 = compress_base64(simple_base64, method="zlib", compression_level=6) + compressed_9 = compress_base64(simple_base64, method="zlib", compression_level=9) + + # All should decompress correctly + assert decompress_base64(compressed_1) == simple_base64 + assert decompress_base64(compressed_6) == simple_base64 + assert decompress_base64(compressed_9) == simple_base64 + + def test_empty_string_compression(self): + """Test compression of empty string.""" + compressed = compress_base64("", method="zlib") + decompressed = decompress_base64(compressed) + + assert compressed == "" + assert decompressed == "" + + def test_backward_compatibility_no_prefix(self, simple_base64): + """Test decompression of data without method prefix (backward compatibility).""" + # Manually compress without prefix (old format) + import zlib + data_bytes = simple_base64.encode('utf-8') + compressed_bytes = zlib.compress(data_bytes, level=6) + old_format = base64.b64encode(compressed_bytes).decode('utf-8') + + # Should still decompress correctly + decompressed = decompress_base64(old_format) + assert decompressed == simple_base64 + + def test_is_compressed_function(self): + """Test the is_compressed utility function.""" + # Create compressed data + data = "data:test;base64,AAAA" + compressed = compress_base64(data, method="zlib") + + # The function should detect it's compressed (after removing prefix) + compressed_without_prefix = compressed.split(":", 1)[1] + assert is_compressed(compressed_without_prefix) + + # Plain base64 should not be detected as compressed + assert not is_compressed(base64.b64encode(b"test").decode()) + + +class TestCompressionRatios: + """Test compression effectiveness on different data types.""" + + def test_repetitive_data_compression(self, repetitive_base64): + """Test that repetitive data compresses extremely well.""" + compressed = compress_base64(repetitive_base64, method="zlib", compression_level=6) + decompressed = decompress_base64(compressed) + + # Should compress very well (> 90%) + ratio = len(compressed) / len(repetitive_base64) + assert ratio < 0.10 # Less than 10% of original size + assert decompressed == repetitive_base64 # Perfect recovery + + def test_image_compression(self, image_base64): + """Test compression of image data.""" + compressed = compress_base64(image_base64, method="zlib", compression_level=6) + decompressed = decompress_base64(compressed) + + # Should compress reasonably well (allowing up to 60% for PNG-encoded images) + ratio = len(compressed) / len(image_base64) + assert ratio < 0.60 # Less than 60% of original size + assert decompressed == image_base64 # Perfect recovery + + @pytest.mark.skipif(not BROTLI_AVAILABLE, reason="brotli not installed") + def test_brotli_best_compression(self, image_base64): + """Test that brotli provides best compression ratio.""" + compressed_zlib = compress_base64(image_base64, method="zlib", compression_level=9) + compressed_brotli = compress_base64(image_base64, method="brotli", compression_level=11) + + # Brotli should compress better or equal + assert len(compressed_brotli) <= len(compressed_zlib) + + def test_compression_is_lossless(self, image_base64): + """Test that compression is 100% lossless.""" + methods = ["zlib", "gzip", "bz2"] + if BROTLI_AVAILABLE: + methods.append("brotli") + if LZ4_AVAILABLE: + methods.append("lz4") + + for method in methods: + compressed = compress_base64(image_base64, method=method) + decompressed = decompress_base64(compressed) + + # Byte-for-byte identical + assert decompressed == image_base64, f"{method} compression is not lossless" + + +# --------------------------------------------------------------------------- +# ModelQ Integration Tests +# --------------------------------------------------------------------------- + +class TestModelQBase64Storage: + """Test base64 storage functionality in ModelQ.""" + + def test_store_base64_output_with_compression(self, modelq_instance, image_base64): + """Test storing base64 output with compression.""" + # Create a task in Redis + task_id = "test_task_001" + task_dict = { + "task_id": task_id, + "status": "processing", + "payload": {} + } + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + # Store base64 output with compression + result = modelq_instance.store_base64_output( + image_base64, + task_id=task_id, + compress=True, + compression_method="zlib", + compression_level=6 + ) + + assert result is True + + # Retrieve and verify + stored_data = modelq_instance.redis_client.get(f"task:{task_id}") + stored_dict = json.loads(stored_data) + + assert "base64_output" in stored_dict + assert stored_dict["base64_output"].startswith("zlib:") + + def test_store_base64_output_without_compression(self, modelq_instance, image_base64): + """Test storing base64 output without compression.""" + task_id = "test_task_002" + task_dict = { + "task_id": task_id, + "status": "processing", + "payload": {} + } + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + # Store without compression + result = modelq_instance.store_base64_output( + image_base64, + task_id=task_id, + compress=False + ) + + assert result is True + + # Retrieve and verify + stored_data = modelq_instance.redis_client.get(f"task:{task_id}") + stored_dict = json.loads(stored_data) + + assert "base64_output" in stored_dict + assert stored_dict["base64_output"] == image_base64 # Should be unchanged + + def test_get_task_base64_with_decompression(self, modelq_instance, image_base64): + """Test retrieving base64 output with decompression.""" + task_id = "test_task_003" + task_dict = { + "task_id": task_id, + "status": "completed", + "payload": {} + } + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + # Store compressed + modelq_instance.store_base64_output( + image_base64, + task_id=task_id, + compress=True, + compression_method="zlib" + ) + + # Retrieve with decompression + retrieved = modelq_instance.get_task_base64(task_id, decompress=True) + + assert retrieved == image_base64 # Should match original exactly + + def test_get_task_base64_without_decompression(self, modelq_instance, image_base64): + """Test retrieving base64 output without decompression.""" + task_id = "test_task_004" + task_dict = { + "task_id": task_id, + "status": "completed", + "payload": {} + } + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + # Store compressed + modelq_instance.store_base64_output( + image_base64, + task_id=task_id, + compress=True, + compression_method="zlib" + ) + + # Retrieve without decompression (get raw compressed data) + retrieved_compressed = modelq_instance.get_task_base64(task_id, decompress=False) + + assert retrieved_compressed.startswith("zlib:") + assert len(retrieved_compressed) < len(image_base64) + + def test_store_all_compression_methods(self, modelq_instance, image_base64): + """Test storing with all available compression methods.""" + methods = ["zlib", "gzip", "bz2"] + if BROTLI_AVAILABLE: + methods.append("brotli") + if LZ4_AVAILABLE: + methods.append("lz4") + + for i, method in enumerate(methods): + task_id = f"test_task_method_{i}" + task_dict = {"task_id": task_id, "status": "processing", "payload": {}} + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + # Store with this method + result = modelq_instance.store_base64_output( + image_base64, + task_id=task_id, + compress=True, + compression_method=method + ) + + assert result is True + + # Retrieve and verify + retrieved = modelq_instance.get_task_base64(task_id, decompress=True) + assert retrieved == image_base64, f"Failed for method: {method}" + + def test_store_base64_without_task_id(self, modelq_instance, image_base64): + """Test that storing without task_id returns False when no context exists.""" + result = modelq_instance.store_base64_output( + image_base64, + task_id=None, # No task_id + compress=True + ) + + # Should fail because there's no task context + assert result is False + + def test_get_task_base64_nonexistent_task(self, modelq_instance): + """Test retrieving base64 from non-existent task.""" + retrieved = modelq_instance.get_task_base64("nonexistent_task_id") + assert retrieved is None + + def test_task_result_also_updated(self, modelq_instance, image_base64): + """Test that both task and task_result are updated with base64 output.""" + task_id = "test_task_005" + + # Create both task and task_result + task_dict = {"task_id": task_id, "status": "processing", "payload": {}} + result_dict = {"task_id": task_id, "status": "completed", "result": {}} + + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + modelq_instance.redis_client.set(f"task_result:{task_id}", json.dumps(result_dict)) + + # Store base64 output + modelq_instance.store_base64_output( + image_base64, + task_id=task_id, + compress=True + ) + + # Check both are updated + task_data = json.loads(modelq_instance.redis_client.get(f"task:{task_id}")) + result_data = json.loads(modelq_instance.redis_client.get(f"task_result:{task_id}")) + + assert "base64_output" in task_data + assert "base64_output" in result_data + assert task_data["base64_output"] == result_data["base64_output"] + + def test_get_base64_prefers_task_result(self, modelq_instance, image_base64): + """Test that get_task_base64 prefers task_result over task.""" + task_id = "test_task_006" + + # Create task with one value + task_dict = {"task_id": task_id, "base64_output": "old_value"} + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + # Create task_result with different value + result_dict = {"task_id": task_id, "base64_output": compress_base64(image_base64)} + modelq_instance.redis_client.set(f"task_result:{task_id}", json.dumps(result_dict)) + + # Should retrieve from task_result + retrieved = modelq_instance.get_task_base64(task_id, decompress=True) + assert retrieved == image_base64 + + def test_compression_different_levels(self, modelq_instance, repetitive_base64): + """Test that different compression levels produce different sizes.""" + levels = [1, 6, 9] + sizes = [] + + for level in levels: + task_id = f"test_task_level_{level}" + task_dict = {"task_id": task_id, "status": "processing", "payload": {}} + modelq_instance.redis_client.set(f"task:{task_id}", json.dumps(task_dict)) + + modelq_instance.store_base64_output( + repetitive_base64, + task_id=task_id, + compress=True, + compression_method="zlib", + compression_level=level + ) + + stored_data = modelq_instance.redis_client.get(f"task:{task_id}") + stored_dict = json.loads(stored_data) + sizes.append(len(stored_dict["base64_output"])) + + # Higher compression levels should generally produce smaller or equal sizes + # (Not strictly guaranteed for all data, but should be true for repetitive data) + assert sizes[2] <= sizes[0] # Level 9 <= Level 1 + + +# --------------------------------------------------------------------------- +# Error Handling Tests +# --------------------------------------------------------------------------- + +class TestCompressionErrorHandling: + """Test error handling in compression functions.""" + + def test_invalid_compression_method(self, simple_base64): + """Test that invalid compression method returns original string.""" + result = compress_base64(simple_base64, method="invalid_method") + # Should return original string on error + assert result == simple_base64 + + def test_decompress_invalid_data(self): + """Test decompression of invalid data.""" + invalid_data = "zlib:invalid_base64_data!!!" + result = decompress_base64(invalid_data) + # Should return the input as-is when decompression fails + assert result == invalid_data + + def test_decompress_corrupted_data(self, simple_base64): + """Test decompression of corrupted compressed data.""" + compressed = compress_base64(simple_base64, method="zlib") + # Corrupt the data + corrupted = compressed[:-10] + "corrupted!" + + result = decompress_base64(corrupted) + # Should return corrupted input when decompression fails + assert result == corrupted + + @pytest.mark.skipif(BROTLI_AVAILABLE, reason="Test only when brotli is not installed") + def test_brotli_not_installed_error(self, simple_base64): + """Test that missing brotli raises appropriate error.""" + result = compress_base64(simple_base64, method="brotli") + # Should return original string when library is missing + assert result == simple_base64 + + @pytest.mark.skipif(LZ4_AVAILABLE, reason="Test only when lz4 is not installed") + def test_lz4_not_installed_error(self, simple_base64): + """Test that missing lz4 raises appropriate error.""" + result = compress_base64(simple_base64, method="lz4") + # Should return original string when library is missing + assert result == simple_base64 + + +# --------------------------------------------------------------------------- +# Performance Tests +# --------------------------------------------------------------------------- + +class TestCompressionPerformance: + """Test compression performance characteristics.""" + + def test_compression_speed_acceptable(self, image_base64): + """Test that compression completes in reasonable time.""" + import time + + start = time.time() + compressed = compress_base64(image_base64, method="zlib", compression_level=6) + duration = time.time() - start + + # Should complete in under 100ms for typical images + assert duration < 0.1 + assert compressed != image_base64 + + def test_decompression_speed_acceptable(self, image_base64): + """Test that decompression completes in reasonable time.""" + import time + + compressed = compress_base64(image_base64, method="zlib", compression_level=6) + + start = time.time() + decompressed = decompress_base64(compressed) + duration = time.time() - start + + # Decompression should be very fast (under 50ms) + assert duration < 0.05 + assert decompressed == image_base64 + + @pytest.mark.skipif(not LZ4_AVAILABLE, reason="lz4 not installed") + def test_lz4_fastest_compression(self, image_base64): + """Test that lz4 is faster than other methods.""" + import time + + # Time zlib + start = time.time() + compress_base64(image_base64, method="zlib", compression_level=6) + zlib_time = time.time() - start + + # Time lz4 + start = time.time() + compress_base64(image_base64, method="lz4") + lz4_time = time.time() - start + + # lz4 should be faster or similar + # (May not always be true for very small data, but generally true) + assert lz4_time <= zlib_time * 2 # Allow some variance