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Code Issues 490 Packages Projects Releases Wiki Activity

switch to tyfor type checking (#3121)

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Mason Daugherty
2026-03-13 17:18:19 -04:00
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commit 5a17fc0df3
5 changed files with 35 additions and 395 deletions
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.github/langchain.instructions.md
-306
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@@ -1,306 +0,0 @@
---
applyTo: "src/oss/**"
---
> **Note:** The `applyTo` field in the frontmatter specifies that the following instructions and guidelines apply to all files and directories matching the pattern `src/oss/**`. This directive is used by our documentation tooling to target specific parts of the codebase for these guidelines.
LangChain and LangGraph documentation lives in the `src/oss` folder and refers to the open-source LangChain and LangGraph frameworks. Each repository is a monorepo. Each library within the respective repos live in a subdirectory under `libs/`.
# Global Development Guidelines for LangChain and LangGraph Projects
## Core Development Principles
### 1. Maintain Stable Public Interfaces ⚠️ CRITICAL
**Always attempt to preserve function signatures, argument positions, and names for exported/public methods.**
❌ **Bad - Breaking Change:**
```python
def get_user(id, verbose=False): # Changed from `user_id`
pass
```
✅ **Good - Stable Interface:**
```python
def get_user(user_id: str, verbose: bool = False) -> User:
"""Retrieve user by ID with optional verbose output."""
pass
```
**Before making ANY changes to public APIs:**
- Check if the function/class is exported in `__init__.py`
- Look for existing usage patterns in tests and examples
- Use keyword-only arguments for new parameters: `*, new_param: str = "default"`
- Mark experimental features clearly with docstring warnings (using reStructuredText, like `.. warning::`)
🧠 *Ask yourself:* "Would this change break someone's code if they used it last week?"
### 2. Code Quality Standards
**All Python code MUST include type hints and return types.**
❌ **Bad:**
```python
def p(u, d):
return [x for x in u if x not in d]
```
✅ **Good:**
```python
def filter_unknown_users(users: list[str], known_users: set[str]) -> list[str]:
"""Filter out users that are not in the known users set.
Args:
users: List of user identifiers to filter.
known_users: Set of known/valid user identifiers.
Returns:
List of users that are not in the known_users set.
"""
return [user for user in users if user not in known_users]
```
**Style Requirements:**
- Use descriptive, **self-explanatory variable names**. Avoid overly short or cryptic identifiers.
- Attempt to break up complex functions (>20 lines) into smaller, focused functions where it makes sense
- Avoid unnecessary abstraction or premature optimization
- Follow existing patterns in the codebase you're modifying
### 3. Testing Requirements
**Every new feature or bugfix MUST be covered by unit tests.**
**Test Organization:**
- Unit tests: `tests/unit_tests/` (no network calls allowed)
- Integration tests: `tests/integration_tests/` (network calls permitted)
- Use `pytest` as the testing framework
**Test Quality Checklist:**
- [ ] Tests fail when your new logic is broken
- [ ] Happy path is covered
- [ ] Edge cases and error conditions are tested
- [ ] Use fixtures/mocks for external dependencies
- [ ] Tests are deterministic (no flaky tests)
Checklist questions:
- [ ] Does the test suite fail if your new logic is broken?
- [ ] Are all expected behaviors exercised (happy path, invalid input, etc)?
- [ ] Do tests use fixtures or mocks where needed?
```python
def test_filter_unknown_users():
"""Test filtering unknown users from a list."""
users = ["alice", "bob", "charlie"]
known_users = {"alice", "bob"}
result = filter_unknown_users(users, known_users)
assert result == ["charlie"]
assert len(result) == 1
```
### 4. Security and Risk Assessment
**Security Checklist:**
- No `eval()`, `exec()`, or `pickle` on user-controlled input
- Proper exception handling (no bare `except:`) and use a `msg` variable for error messages
- Remove unreachable/commented code before committing
- Race conditions or resource leaks (file handles, sockets, threads).
- Ensure proper resource cleanup (file handles, connections)
❌ **Bad:**
```python
def load_config(path):
with open(path) as f:
return eval(f.read()) # ⚠️ Never eval config
```
✅ **Good:**
```python
import json
def load_config(path: str) -> dict:
with open(path) as f:
return json.load(f)
```
### 5. Documentation Standards
**Use Google-style docstrings with Args section for all public functions.**
❌ **Insufficient Documentation:**
```python
def send_email(to, msg):
"""Send an email to a recipient."""
```
✅ **Complete Documentation:**
```python
def send_email(to: str, msg: str, *, priority: str = "normal") -> bool:
"""
Send an email to a recipient with specified priority.
Args:
to: The email address of the recipient.
msg: The message body to send.
priority: Email priority level (``'low'``, ``'normal'``, ``'high'``).
Returns:
True if email was sent successfully, False otherwise.
Raises:
InvalidEmailError: If the email address format is invalid.
SMTPConnectionError: If unable to connect to email server.
"""
```
**Documentation Guidelines:**
- Types go in function signatures, NOT in docstrings
- Focus on "why" rather than "what" in descriptions
- Document all parameters, return values, and exceptions
- Keep descriptions concise but clear
- Use reStructuredText for docstrings to enable rich formatting
📌 *Tip:* Keep descriptions concise but clear. Only document return values if non-obvious.
### 6. Architectural Improvements
**When you encounter code that could be improved, suggest better designs:**
❌ **Poor Design:**
```python
def process_data(data, db_conn, email_client, logger):
# Function doing too many things
validated = validate_data(data)
result = db_conn.save(validated)
email_client.send_notification(result)
logger.log(f"Processed {len(data)} items")
return result
```
✅ **Better Design:**
```python
@dataclass
class ProcessingResult:
"""Result of data processing operation."""
items_processed: int
success: bool
errors: List[str] = field(default_factory=list)
class DataProcessor:
"""Handles data validation, storage, and notification."""
def __init__(self, db_conn: Database, email_client: EmailClient):
self.db = db_conn
self.email = email_client
def process(self, data: List[dict]) -> ProcessingResult:
"""Process and store data with notifications."""
validated = self._validate_data(data)
result = self.db.save(validated)
self._notify_completion(result)
return result
```
**Design Improvement Areas:**
If there's a **cleaner**, **more scalable**, or **simpler** design, highlight it and suggest improvements that would:
- Reduce code duplication through shared utilities
- Make unit testing easier (e.g., through dependency injection)
- Improve separation of concerns (single responsibility)
- Add clarity without adding complexity
- Prefer dataclasses for structured data
## Development Tools & Commands
### Package Management
```bash
# Add package
uv add package-name
# Sync project dependencies
uv sync
uv lock
```
### Testing
```bash
# Run unit tests (no network)
make test
# Don't run integration tests, as API keys must be set
# Run specific test file
uv run --group test pytest tests/unit_tests/test_specific.py
```
### Code Quality
```bash
# Lint code
make lint
# Format code
make format
# Type checking
uv run --group lint mypy .
```
### Dependency Management Patterns
**Local Development Dependencies:**
```toml
[tool.uv.sources]
langchain-core = { path = "../core", editable = true }
langchain-tests = { path = "../standard-tests", editable = true }
```
**For tools, use the `@tool` decorator from `langchain_core.tools`:**
```python
from langchain.tools import tool
@tool
def search_database(query: str) -> str:
"""Search the database for relevant information.
Args:
query: The search query string.
"""
# Implementation here
return results
```
## Quick Reference Checklist
Before submitting code changes:
- [ ] **Breaking Changes**: Verified no public API changes
- [ ] **Type Hints**: All functions have complete type annotations
- [ ] **Tests**: New functionality is fully tested
- [ ] **Security**: No dangerous patterns (eval, silent failures, etc.)
- [ ] **Documentation**: Google-style docstrings for public functions
- [ ] **Code Quality**: `make lint` and `make format` pass
- [ ] **Architecture**: Suggested improvements where applicable
- [ ] **Commit Message**: Follows Conventional Commits format
Makefile
+1 -1
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@@ -22,7 +22,7 @@ PYTHON_FILES=.
lint:
uv run ruff format $(PYTHON_FILES) --diff
uv run ruff check $(PYTHON_FILES) --diff
uv run mypy $(PYTHON_FILES)
uv run ty check
format:
uv run ruff format $(PYTHON_FILES)
pyproject.toml
+9 -4
View File
@@ -19,7 +19,7 @@ dependencies = [
test = [
"requests",
"ruamel-yaml>=0.18.15",
"mypy>=1.17.0,<2.0.0",
"ty>=0.0.23,<1.0.0",
"ruff>=0.13.0,<1.0.0",
"pytest>=8.3.4",
"pytest-asyncio>=0.25.3",
@@ -27,9 +27,6 @@ test = [
"pytest-mock>=3.14.0",
"pytest-socket>=0.7.0",
"pytest-timeout>=2.3.1",
"types-pyyaml>=6.0.12.20250516",
"types-tqdm>=4.67.0.20250516",
"types-requests>=2.32.4.20250913",
]
@@ -155,3 +152,11 @@ ignore = [
[tool.ruff.lint.pydocstyle]
convention = "google"
[tool.ty.src]
exclude = [
"src/code-samples/",
]
[tool.ty.rules]
invalid-method-override = "ignore" # nbconvert subclass parameter name mismatches
tests/unit_tests/test_watcher.py
+4 -4
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@@ -22,7 +22,7 @@ def test_should_ignore_backup_files() -> None:
"""
with file_system([]) as fs:
builder = DocumentationBuilder(fs.src_dir, fs.build_dir)
event_queue = asyncio.Queue() # type: ignore[var-annotated]
event_queue = asyncio.Queue()
loop = asyncio.new_event_loop()
handler = DocsFileHandler(builder, event_queue, loop)
@@ -45,7 +45,7 @@ def test_should_ignore_temporary_files() -> None:
"""Test that various temporary files are properly ignored."""
with file_system([]) as fs:
builder = DocumentationBuilder(fs.src_dir, fs.build_dir)
event_queue = asyncio.Queue() # type: ignore[var-annotated]
event_queue = asyncio.Queue()
loop = asyncio.new_event_loop()
handler = DocsFileHandler(builder, event_queue, loop)
@@ -70,7 +70,7 @@ def test_should_not_ignore_valid_files() -> None:
"""Test that valid documentation files are NOT ignored."""
with file_system([]) as fs:
builder = DocumentationBuilder(fs.src_dir, fs.build_dir)
event_queue = asyncio.Queue() # type: ignore[var-annotated]
event_queue = asyncio.Queue()
loop = asyncio.new_event_loop()
handler = DocsFileHandler(builder, event_queue, loop)
@@ -101,7 +101,7 @@ def test_edge_cases() -> None:
"""Test edge cases for file filtering."""
with file_system([]) as fs:
builder = DocumentationBuilder(fs.src_dir, fs.build_dir)
event_queue = asyncio.Queue() # type: ignore[var-annotated]
event_queue = asyncio.Queue()
loop = asyncio.new_event_loop()
handler = DocsFileHandler(builder, event_queue, loop)
uv.lock
Generated
+21 -80
View File
@@ -284,7 +284,6 @@ dependencies = [
[package.dev-dependencies]
test = [
{ name = "mypy" },
{ name = "pytest" },
{ name = "pytest-asyncio" },
{ name = "pytest-cov" },
@@ -294,9 +293,7 @@ test = [
{ name = "requests" },
{ name = "ruamel-yaml" },
{ name = "ruff" },
{ name = "types-pyyaml" },
{ name = "types-requests" },
{ name = "types-tqdm" },
{ name = "ty" },
]
[package.metadata]
@@ -312,7 +309,6 @@ requires-dist = [
[package.metadata.requires-dev]
test = [
{ name = "mypy", specifier = ">=1.17.0,<2.0.0" },
{ name = "pytest", specifier = ">=8.3.4" },
{ name = "pytest-asyncio", specifier = ">=0.25.3" },
{ name = "pytest-cov", specifier = ">=6.0.0" },
@@ -322,9 +318,7 @@ test = [
{ name = "requests" },
{ name = "ruamel-yaml", specifier = ">=0.18.15" },
{ name = "ruff", specifier = ">=0.13.0,<1.0.0" },
{ name = "types-pyyaml", specifier = ">=6.0.12.20250516" },
{ name = "types-requests", specifier = ">=2.32.4.20250913" },
{ name = "types-tqdm", specifier = ">=4.67.0.20250516" },
{ name = "ty", specifier = ">=0.0.23,<1.0.0" },
]
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