129 articles
RSSHow to fix Typer errors — type annotation required error, Optional argument parsing, boolean flag conventions, autocomplete installation failed, nested commands not found, and rich traceback disable.
How to fix aiohttp errors — RuntimeError session is closed, ClientConnectorError connection refused, SSL verify failure, Unclosed client session warning, server websocket disconnect, and connector pool exhausted.
How to fix Apache Airflow errors — DAG not appearing in UI, ImportError preventing DAG load, task stuck in running or queued, scheduler not scheduling, XCom too large, connection not found, and database migration errors.
How to fix BeautifulSoup errors — bs4.FeatureNotFound install lxml, find_all returns empty list, Unicode decode error, JavaScript-rendered content not found, select vs find_all confusion, and slow parsing on large HTML.
How to fix ChromaDB errors — persistent client not saving data, collection already exists error, dimension mismatch in embeddings, embedding function required, HTTP client connection refused, and memory growing unbounded.
How to fix CrewAI errors — LLM not configured ValidationError, agent delegation loop, task context not passed between agents, tool output truncated, process hierarchical vs sequential, and memory not persisting across runs.
How to fix Dagster errors — asset not found in definitions, resource not defined, dagster daemon not running, sensor or schedule not firing, DagsterInvariantViolationError, and asset materialization failing.
How to fix Dash errors — circular dependency in callbacks, pattern matching callback not firing, missing attribute clientside_callback, DataTable filtering not working, clientside JavaScript errors, Input Output State confusion, and async callback delays.
How to fix Dask errors — KilledWorker out of memory, client cannot connect to scheduler, delayed not computing, DataFrame partition size wrong, map_partitions TypeError, diagnostics dashboard not showing, and version mismatch.
How to fix dbt errors — ref() model not found, profile not found, database relation does not exist, incremental model schema mismatch requiring full-refresh, dbt deps failure, Jinja compilation errors, and test failures.
How to fix FAISS errors — ImportError cannot import name swigfaiss, faiss-gpu vs faiss-cpu install, IndexFlatL2 slow on large data, IVF training required, index serialization write_index, and dimension mismatch.
How to fix Gradio errors — share link not working, queue timeout, component not updating, Blocks layout mistakes, flagging permission denied, file upload size limit, and HuggingFace Spaces deployment failures.
How to fix Gunicorn errors — WORKER TIMEOUT killed, ImportError cannot import app, worker class not found, connection refused 502 behind nginx, graceful reload not working, and sync vs async worker selection.
How to fix httpx errors — RuntimeError event loop is closed, ReadTimeout exception, ConnectionResetError, async client not closing properly, HTTP/2 not enabled, SSL verify failed, and proxy not working.
How to fix Hypothesis errors — Unsatisfied assumption, Flaky test detected, HealthCheck data_too_large, strategy composition failing, example database stale, settings profile not found, and stateful testing errors.
How to fix Jupyter errors — kernel fails to start or dies, ModuleNotFoundError despite pip install, matplotlib plots not showing, ipywidgets not rendering in JupyterLab, port already in use, and jupyter command not found.
How to fix LangGraph errors — state not updating between nodes, checkpointer thread_id required, StateGraph compile error, conditional edges not routing, streaming events missing, recursion limit exceeded, and interrupt handling.
How to fix LightGBM errors — ImportError libomp libgomp not found, do not support special JSON characters in feature name, categorical feature index out of range, num_leaves vs max_depth overfitting, early stopping callback changes, and GPU build errors.
How to fix LlamaIndex errors — ImportError llama_index.core module not found, ServiceContext deprecated use Settings instead, vector store index not persisting, query engine returns irrelevant results, and LlamaIndex 0.10 migration.
How to fix Locust errors — no locustfile found, User class not detected, worker connection refused, distributed mode throughput lower than single-node, StopUser exception, FastHttpUser vs HttpUser, and headless CSV reports.
How to fix Loguru errors — logs not appearing after logger.add, file rotation not working, enqueue required for multiprocessing, structured logging JSON, intercepting stdlib logging, and handler removal.
How to fix Matplotlib errors — plot not displaying, blank figure, RuntimeError main thread not in main loop, tight_layout UserWarning, overlapping subplots, savefig saving blank image, backend errors, and figure/axes confusion.
How to fix MLflow errors — no tracking server, artifact path not accessible, model version not found, experiment not found, MLFLOW_TRACKING_URI not set, autolog not recording metrics, and MLflow UI showing no runs.
How to fix NumPy errors — ValueError operands could not be broadcast together, setting an array element with a sequence, integer overflow, axis confusion, view vs copy bugs, NaN handling, and NumPy 1.24+ removed type aliases.
How to fix ONNX errors — torch.onnx.export unsupported operator, ONNX Runtime CUDA provider not found, InvalidArgument input shape mismatch, dynamic axes not working, IR version mismatch, and opset version conflicts.
How to fix OpenCV errors — cv2.imread returns None, imshow crashes on headless server, BGR vs RGB color mismatch, cannot open video capture, ImportError libGL not found, resize interpolation, and cv2.error assertion failed.
How to fix Optuna errors — TrialPruned stops too early, RDB storage locked or not saving, suggest methods raise ValueError, parallel study workers deadlock, integration callbacks not reporting, and best trial not reproducible.
How to fix Pandera errors — SchemaError column not in DataFrame, dtype mismatch, Check failed, lazy validation not collecting errors, SchemaModel vs DataFrameModel API, Polars support, and coercion errors.
How to fix pgvector errors — extension does not exist CREATE EXTENSION vector, dimension mismatch on insert, HNSW index not used slow queries, distance operator confusion, psycopg register adapter, and ivfflat vs hnsw selection.
How to fix Pillow PIL errors — UnidentifiedImageError cannot identify image file, OSError cannot write mode RGBA as JPEG, EXIF orientation rotated wrong, decompression bomb warning, ImageDraw text rendering, and HEIF AVIF support missing.
How to fix Pinecone errors — ApiException 401 unauthorized, index not found, dimension mismatch, serverless spec required, Python SDK v3 breaking changes, namespace confusion, and upsert rate limit 429.
How to fix Plotly errors — figure not rendering in Jupyter, ValueError must install Kaleido, static image export slow or crashing, subplot trace placement, update_layout not working, and offline vs online mode confusion.
How to fix Polars errors — AttributeError groupby not found, InvalidOperationError from Python lambdas, ShapeError broadcasting mismatch, lazy vs eager collect confusion, type casting failures, and ColumnNotFoundError in with_columns.
How to fix pre-commit errors — hooks not triggering on commit, pre-commit install failed, repo local hook not found, autoupdate not working, CI environment cache issues, and skip specific hooks.
How to fix Prefect errors — flow deployment not running, worker not picking up runs, PrefectHTTPStatusError cannot connect to API, task retries not working, state transitions stuck in Pending, and flow_run_name template not resolving.
How to fix PySpark errors — Java heap space out of memory, PicklingError cannot serialize, py4j gateway exception, Spark session not found, partition skew causing slow shuffle, lazy evaluation confusion, and collect crashing driver.
How to fix Qdrant errors — connection refused to localhost 6333, collection not found create_collection, vector size mismatch, filter must match schema, payload index missing slow queries, and timeout on large batch uploads.
How to fix Ray errors — ray.init connection refused, object store full ObjectStoreFullError, worker died unexpectedly, serialization PickleError for remote function, Ray Tune trials fail, Ray cluster version mismatch, and actor ReferenceError.
How to fix Ruff errors — pyproject.toml configuration not applied, rule code unknown, ruff format vs ruff check confusion, ignore not working, per-file-ignores, line-length conflicts, and migrating from Flake8 Black isort.
How to fix SciPy errors — ImportError cannot import name, sparse matrix deprecation warning, optimize.minimize did not converge, integrate.quad divergence, interpolate extrapolation, scipy.stats API changes, and Fortran compiler missing.
How to fix Scrapy errors — spider yields no items, robots.txt blocking all requests, 403 forbidden response, AttributeError on response.css, item pipeline not processing, AsyncIO reactor errors, and middleware not running.
How to fix Seaborn errors — FutureWarning use of palette without hue, figure-level vs axes-level function confusion, FacetGrid layout issues, tight_layout with seaborn, seaborn 0.13 breaking changes, and ci parameter deprecated.
How to fix Selenium errors — WebDriverException session not created, NoSuchElementException element not found, StaleElementReferenceException, TimeoutException waiting for element, headless Chrome crashes, and driver version mismatch.
How to fix scikit-learn errors — NotFittedError call fit before predict, ValueError Input contains NaN, could not convert string to float, Pipeline ColumnTransformer mistakes, cross-validation leakage, n_jobs hanging on Windows, and ConvergenceWarning.
How to fix Streamlit errors — session state KeyError state not persisting, @st.cache deprecated migrate to cache_data cache_resource, file upload resetting, slow app loading on every interaction, secrets not loading, and widget rerun loops.
How to fix TensorFlow errors — GPU not detected CUDA library missing, ResourceExhaustedError OOM, InvalidArgumentError shape mismatch, NaN loss, @tf.function AutoGraph failures, and Keras 3 breaking changes in TF 2.16+.
How to fix Tox errors — ERROR cannot find Python interpreter, tox.ini config parsing error, allowlist_externals required, recreating environments slow, pyproject.toml integration, and matrix env selection.
How to fix Uvicorn errors — Address already in use port binding, reload not detecting changes, SSL certificate errors, worker class with gunicorn, WebSocket disconnect, graceful shutdown, and proxy headers behind nginx.
How to fix vLLM errors — CUDA out of memory during model load, tokenizer mismatch with HuggingFace, tensor parallel size does not match GPU count, KV cache exceeds memory, OpenAI API compatibility issues, and max_model_len too large.
How to fix wandb errors — API key not set login failed, wandb init hangs, offline mode sync, artifact upload failure, run not showing in dashboard, image logging size limit, and sweep agent not starting.
How to fix Whisper errors — FFmpeg not found audio file load failed, CUDA out of memory on large model, slow CPU transcription, language detected incorrectly, hallucinations on silence, faster-whisper migration, and timestamp accuracy.
How to fix XGBoost errors — feature names mismatch, XGBoostError GPU training fails, use_label_encoder deprecated, eval_metric warning, early stopping moved to callback, ValueError for DMatrix, and sklearn API confusion.
How to fix Hugging Face Transformers errors — OSError can't load tokenizer, gated repo access, CUDA out of memory with device_map auto, bitsandbytes not installed, tokenizer padding mismatch, pad_token_id warning, and LoRA adapter loading failures.
How to fix Apache Kafka issues — consumer not receiving messages, auto.offset.reset, Docker advertised.listeners, max.poll.interval.ms rebalancing, MessageSizeTooLargeException, and KafkaJS errors.
How to fix LangChain Python errors — ImportError from package split, Pydantic v2 compatibility, AgentExecutor deprecated, ConversationBufferMemory removed, LCEL output type mismatches, and tool calling failures.
How to fix OpenAI API errors — RateLimitError (429), AuthenticationError (401), APIConnectionError, context length exceeded, model not found, and SDK v0-to-v1 migration mistakes.
How to fix PyTorch errors — CUDA out of memory, expected all tensors on same device, CUDA device-side assert triggered, torch.cuda.is_available() False, inplace gradient errors, DataLoader Windows crash, dtype mismatch, and NaN loss.
How to fix SQLAlchemy 2.x errors — DetachedInstanceError from lazy loading, QueuePool limit exceeded, MissingGreenlet in async context, N+1 queries, IntegrityError rollback, and Alembic migration failures.
How to fix uv errors — uv command not found after install, no Python interpreter found, uv run vs activate confusion, uv.lock merge conflicts, uv pip vs uv add, migrating from pip and Poetry, and workspace resolution failures.
How to fix Python packaging issues — pyproject.toml setup, build backends (setuptools/hatchling/flit), wheel vs sdist, editable installs, package discovery, and twine upload to PyPI.
How to fix Celery Beat issues — beat scheduler not starting, tasks not executing on schedule, timezone configuration, database scheduler, and running beat with workers.
How to fix OpenTelemetry issues — SDK initialization order, auto-instrumentation setup, OTLP exporter configuration, context propagation, and missing spans in Node.js, Python, and Java.
How to fix Python context manager issues — @contextmanager generator, __enter__ and __exit__, exception handling inside with blocks, async context managers, and common pitfalls.
How to fix Python Protocol class issues — structural subtyping vs nominal typing, runtime_checkable, Protocol inheritance, TypeVar constraints, and common mypy/pyright errors with Protocol.
How to fix Python subprocess issues — capturing stdout/stderr, shell=True risks, Popen vs run, timeout handling, and common subprocess errors explained.
How to fix FastAPI BackgroundTasks — task not executing, dependency injection in tasks, error handling, Celery for heavy tasks, and lifespan-managed background workers.
How to fix Python pathlib issues — TypeError with string concatenation, path joining, glob patterns, reading files, cross-platform paths, and migrating from os.path.
How to fix asyncio.gather error handling — return_exceptions parameter, partial failures, task cancellation propagation, TaskGroup alternatives, and exception isolation patterns.
How to fix Python decorator issues — functools.wraps, decorator factories with arguments, class decorators, stacking order, async function decorators, and common pitfalls.
How to fix Python mypy type errors — incompatible types in assignment, missing return type, Optional handling, TypedDict, Protocol, overloads, and common mypy configuration mistakes.
How to fix Pydantic v2 validation errors — required fields, type coercion, model_validator, custom validators, extra fields config, and migrating from Pydantic v1.
How to fix FastAPI dependency injection errors — async dependencies, database sessions, sub-dependencies, dependency overrides in tests, and common DI mistakes.
How to fix Python asyncio event loop blocking — using run_in_executor for sync calls, asyncio.to_thread, avoiding blocking I/O in coroutines, and detecting event loop stalls.
How to fix Python circular import errors — restructuring modules, lazy imports, TYPE_CHECKING guard, dependency injection, and __init__.py import order issues.
How to fix Celery tasks not executing — worker configuration, broker connection issues, task routing, serialization errors, and debugging stuck or lost tasks.
How to fix Django REST Framework 403 Forbidden and permission denied errors — authentication classes, permission classes, IsAuthenticated vs AllowAny, object-level permissions, and CSRF issues.
How to fix pandas SettingWithCopyWarning — understanding chained indexing, using .loc correctly, Copy-on-Write in pandas 2.x, and when the warning indicates a real bug vs a false alarm.
How to fix Python logging not displaying messages — log level misconfiguration, missing handlers, root logger vs named loggers, basicConfig not working, and logging in libraries vs applications.
How to fix Flask routes returning 404 — trailing slash redirect, Blueprint prefix issues, route not registered, debug mode, and common URL rule mistakes.
How to fix CORS errors in Flask — installing flask-cors correctly, handling preflight OPTIONS requests, configuring origins with credentials, route-specific CORS, and debugging missing headers.
How to fix pandas merge and join errors — KeyError on merge key, duplicate _x/_y columns, unexpected row counts, suffixes, and how to validate merge results.
How to fix Pydantic ValidationError in Python — missing required fields, wrong types, custom validators, handling optional fields, v1 vs v2 API differences, and debugging complex nested models.
How to fix Poetry dependency resolution errors — SolverProblemError when adding packages, conflicting version constraints, how to diagnose dependency trees, and workarounds for incompatible packages.
How to fix Python virtual environments using the wrong Python version — venv picking system Python instead of pyenv, specifying the interpreter path, and verifying the active environment.
How to fix Django migration conflicts — why multiple leaf migrations conflict, how to merge conflicting migrations, resolve dependency chains, and set up a team workflow to prevent migration conflicts.
How to fix Python dataclass mutable default errors — why lists, dicts, and sets cannot be default field values, how to use field(default_factory=...), and common dataclass pitfalls with inheritance and ClassVar.
How to fix Python requests hanging forever — why requests.get() ignores timeout, how to set connect and read timeouts correctly, use session-level timeouts, and handle timeout exceptions properly.
How to fix Python threading not achieving parallelism due to the GIL — when to use multiprocessing, concurrent.futures, or asyncio instead, and what the GIL actually blocks.
How to fix Python multiprocessing not working — freeze_support error on Windows, pickle errors with lambdas, zombie processes, and Pool hanging indefinitely.
How to fix Python asyncio not running — coroutines never executing, RuntimeError no running event loop, mixing sync and async code, and common async/await mistakes in Python.
How to fix Python SSL CERTIFICATE_VERIFY_FAILED error caused by missing root certificates on macOS, expired system certs, corporate proxies, and self-signed certificates in requests, urllib, and httpx.
Fix Celery tasks not being received or executed by resolving broker connections, autodiscovery issues, task name mismatches, and worker configuration.
Learn how to fix the Pandas SettingWithCopyWarning by using .loc[], .copy(), and avoiding chained indexing in your DataFrame operations.
How to fix the AWS Lambda Runtime.ImportModuleError and Unable to import module error caused by wrong handler paths, missing dependencies, layer issues, and packaging problems.
Learn why Python raises TypeError unhashable type list, dict, or set and how to fix it when using dictionary keys, sets, groupby, dataclasses, and custom classes.
Learn why Python raises ValueError too many values to unpack and how to fix it when unpacking tuples, iterating dictionaries, parsing files, and using zip or enumerate.
How to fix Django 403 CSRF verification failed error caused by missing CSRF tokens, AJAX requests, cross-origin issues, HTTPS misconfig, and session problems.
How to fix FastAPI 422 Unprocessable Entity error caused by wrong request body format, missing fields, type mismatches, query parameter errors, and Pydantic validation.
How to fix pip error no such option --break-system-packages caused by old pip versions, PEP 668 externally-managed environments, and virtual environment setup on modern Linux distributions.
How to fix the pip SSL CERTIFICATE_VERIFY_FAILED error when installing Python packages, covering corporate proxies, trusted-host flags, certifi, pip.conf, macOS, Windows, and Docker environments.
How to fix Python asyncio RuntimeError no running event loop and event loop already running caused by mixing sync and async code, Jupyter, and wrong loop management.
How to fix Python AttributeError NoneType object has no attribute caused by functions returning None, method chaining, failed lookups, uninitialized variables, and missing return statements.
How to fix Python requests ConnectionError Max retries exceeded caused by wrong URL, DNS failure, server down, SSL errors, connection pool exhaustion, and firewall blocks.
How to fix Python FileNotFoundError No such file or directory caused by relative vs absolute paths, wrong working directory, missing files, pathlib usage, and Docker container file access.
How to fix Python IndexError list index out of range caused by empty lists, off-by-one errors, wrong loop bounds, deleted elements, and negative indexing mistakes.
How to fix Python JSONDecodeError Expecting value caused by empty responses, HTML error pages, invalid JSON, BOM characters, and API errors.
How to fix Python KeyError caused by missing dictionary keys, JSON parsing issues, environment variables, pandas DataFrame columns, and unsafe key access patterns.
How to fix ModuleNotFoundError in Python when packages are installed but not found inside a virtual environment. Covers venv activation, pip path issues, IDE settings, conda conflicts, and more.
How to fix Python PermissionError Errno 13 Permission denied when reading, writing, or executing files, covering file permissions, ownership, virtual environments, Windows locks, and SELinux.
How to fix Python RuntimeError dictionary changed size during iteration caused by modifying a dict while looping over it, with solutions using copies, comprehensions, and safe patterns.
How to fix Python SyntaxError invalid syntax caused by missing colons, parentheses, wrong operators, Python 2 vs 3 syntax, f-strings, and walrus operator issues.
How to fix Python TypeError missing required positional argument caused by missing self, wrong argument count, class instantiation errors, and decorator issues.
Learn why Python raises TypeError NoneType object is not subscriptable and how to fix it with practical solutions for functions, dictionaries, lists, APIs, and regex.
How to fix Python TypeError takes positional arguments but were given caused by missing self, extra arguments, wrong function calls, and class method confusion.
How to fix Python UnicodeDecodeError 'utf-8' codec can't decode byte in position invalid start byte, covering chardet detection, encoding fallback, BOM handling, pandas CSV encoding, and PYTHONIOENCODING.
How to fix Python ValueError invalid literal for int() with base 10 caused by passing float strings, whitespace, empty strings, or non-numeric characters to int().
Resolve Python's ZeroDivisionError by checking divisors, using try/except, handling empty lists, fixing modulo and Decimal edge cases, and managing numpy/pandas division.
Resolve Python's RecursionError by converting recursion to iteration, increasing the recursion limit, fixing infinite loops, and using tail-call optimization patterns.
How to fix pytest errors like 'fixture not found', 'ERRORS collecting test', or 'no tests ran' caused by missing conftest.py, wrong scope, or import issues.
How to fix .env files not being loaded by dotenv, Next.js, Vite, Django, or Docker Compose, including wrong file path, missing dotenv.config(), and variable naming issues.
How to fix Python IndentationError including unexpected indent, expected an indented block, and unindent does not match, caused by mixed tabs and spaces or incorrect nesting.
How to fix the pip error 'No matching distribution found' when installing Python packages, including version conflicts, platform issues, and index problems.
How to fix Python's circular import error: ImportError cannot import name from partially initialized module. Covers lazy imports, module restructuring, TYPE_CHECKING, Django, Flask, and more.
How to fix Django's 'OperationalError: no such table' error caused by missing migrations, wrong database configuration, corrupted files, or Docker volume issues.
How to fix 'python: command not found', 'python3: command not found', and wrong Python version errors on Linux, macOS, Windows, and Docker. Covers PATH, symlinks, pyenv, update-alternatives, Homebrew, and more.
How to fix pip 'ERROR: Could not build wheels', 'Failed building wheel', 'No matching distribution found', and 'error: subprocess-exited-with-error'. Covers missing C compilers, build tools, system libraries, Python version issues, pre-built wheels, and platform-specific fixes for Linux, macOS, and Windows.
How to fix 'SSL certificate problem: unable to get local issuer certificate', 'CERT_HAS_EXPIRED', 'ERR_CERT_AUTHORITY_INVALID', and 'self signed certificate in certificate chain' errors in Git, curl, Node.js, Python, Docker, and more. Covers CA certificates, corporate proxies, Let's Encrypt, certificate chains, and self-signed certs.
How to fix the 'error: externally-managed-environment' and 'This environment is externally managed' error when running pip install on Python 3.11+ on Ubuntu, Debian, Fedora, and macOS.
How to fix 'ModuleNotFoundError: No module named' and 'ImportError: No module named' in Python. Covers pip install, pip vs pip3, virtual environments, package name vs import name mismatches, PYTHONPATH, and IDE interpreter issues.