diff --git a/.claude/commands/implement-feature.md b/.claude/commands/implement-feature.md new file mode 100644 index 00000000..4ea56188 --- /dev/null +++ b/.claude/commands/implement-feature.md @@ -0,0 +1,7 @@ +You will be implementing a new feature in this codebase + +$ARGUMENTS + +IMPORTANT: Only do this for front-end features. +Once this feature is built, make sure to write the changes you made to file called frontend-changes.md +Do not ask for permissions to modify this file, assume you can always do it. diff --git a/.claude/settings.local.json b/.claude/settings.local.json new file mode 100644 index 00000000..e9427ff4 --- /dev/null +++ b/.claude/settings.local.json @@ -0,0 +1,33 @@ +{ + "permissions": { + "allow": [ + "Bash(git add:*)", + "Bash(git commit:*)", + "mcp__playwright__browser_navigate", + "Bash(uv run:*)", + "mcp__playwright__browser_click", + "mcp__playwright__browser_wait_for", + "Bash(mkdir:*)", + "Bash(uv add:*)", + "Bash(uv sync:*)", + "Bash(./check-quality.ps1)", + "Bash(powershell:*)", + "Bash(uv sync:*)", + "Bash(git merge:*)" + ], + "deny": [] + }, + "hooks": { + "PostToolUse": [ + { + "matcher": "Read|Grep", + "hooks": [ + { + "type": "command", + "command": "echo done" + } + ] + } + ] + } +} diff --git a/.env.example b/.env.example deleted file mode 100644 index 18b34cb7..00000000 --- a/.env.example +++ /dev/null @@ -1,2 +0,0 @@ -# Copy this file to .env and add your actual API key -ANTHROPIC_API_KEY=your-anthropic-api-key-here \ No newline at end of file diff --git a/.github/workflows/claude-code-review.yml b/.github/workflows/claude-code-review.yml new file mode 100644 index 00000000..a12225aa --- /dev/null +++ b/.github/workflows/claude-code-review.yml @@ -0,0 +1,78 @@ +name: Claude Code Review + +on: + pull_request: + types: [opened, synchronize] + # Optional: Only run on specific file changes + # paths: + # - "src/**/*.ts" + # - "src/**/*.tsx" + # - "src/**/*.js" + # - "src/**/*.jsx" + +jobs: + claude-review: + # Optional: Filter by PR author + # if: | + # github.event.pull_request.user.login == 'external-contributor' || + # github.event.pull_request.user.login == 'new-developer' || + # github.event.pull_request.author_association == 'FIRST_TIME_CONTRIBUTOR' + + runs-on: ubuntu-latest + permissions: + contents: read + pull-requests: read + issues: read + id-token: write + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + fetch-depth: 1 + + - name: Run Claude Code Review + id: claude-review + uses: anthropics/claude-code-action@beta + with: + claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }} + + # Optional: Specify model (defaults to Claude Sonnet 4, uncomment for Claude Opus 4.1) + # model: "claude-opus-4-1-20250805" + + # Direct prompt for automated review (no @claude mention needed) + direct_prompt: | + Please review this pull request and provide feedback on: + - Code quality and best practices + - Potential bugs or issues + - Performance considerations + - Security concerns + - Test coverage + + Be constructive and helpful in your feedback. + + # Optional: Use sticky comments to make Claude reuse the same comment on subsequent pushes to the same PR + # use_sticky_comment: true + + # Optional: Customize review based on file types + # direct_prompt: | + # Review this PR focusing on: + # - For TypeScript files: Type safety and proper interface usage + # - For API endpoints: Security, input validation, and error handling + # - For React components: Performance, accessibility, and best practices + # - For tests: Coverage, edge cases, and test quality + + # Optional: Different prompts for different authors + # direct_prompt: | + # ${{ github.event.pull_request.author_association == 'FIRST_TIME_CONTRIBUTOR' && + # 'Welcome! Please review this PR from a first-time contributor. Be encouraging and provide detailed explanations for any suggestions.' || + # 'Please provide a thorough code review focusing on our coding standards and best practices.' }} + + # Optional: Add specific tools for running tests or linting + # allowed_tools: "Bash(npm run test),Bash(npm run lint),Bash(npm run typecheck)" + + # Optional: Skip review for certain conditions + # if: | + # !contains(github.event.pull_request.title, '[skip-review]') && + # !contains(github.event.pull_request.title, '[WIP]') + diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml new file mode 100644 index 00000000..bc773072 --- /dev/null +++ b/.github/workflows/claude.yml @@ -0,0 +1,64 @@ +name: Claude Code + +on: + issue_comment: + types: [created] + pull_request_review_comment: + types: [created] + issues: + types: [opened, assigned] + pull_request_review: + types: [submitted] + +jobs: + claude: + if: | + (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@claude')) || + (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '@claude')) || + (github.event_name == 'pull_request_review' && contains(github.event.review.body, '@claude')) || + (github.event_name == 'issues' && (contains(github.event.issue.body, '@claude') || contains(github.event.issue.title, '@claude'))) + runs-on: ubuntu-latest + permissions: + contents: read + pull-requests: read + issues: read + id-token: write + actions: read # Required for Claude to read CI results on PRs + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + fetch-depth: 1 + + - name: Run Claude Code + id: claude + uses: anthropics/claude-code-action@beta + with: + claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }} + + # This is an optional setting that allows Claude to read CI results on PRs + additional_permissions: | + actions: read + + # Optional: Specify model (defaults to Claude Sonnet 4, uncomment for Claude Opus 4.1) + # model: "claude-opus-4-1-20250805" + + # Optional: Customize the trigger phrase (default: @claude) + # trigger_phrase: "/claude" + + # Optional: Trigger when specific user is assigned to an issue + # assignee_trigger: "claude-bot" + + # Optional: Allow Claude to run specific commands + # allowed_tools: "Bash(npm install),Bash(npm run build),Bash(npm run test:*),Bash(npm run lint:*)" + + # Optional: Add custom instructions for Claude to customize its behavior for your project + # custom_instructions: | + # Follow our coding standards + # Ensure all new code has tests + # Use TypeScript for new files + + # Optional: Custom environment variables for Claude + # claude_env: | + # NODE_ENV: test + diff --git a/.gitignore b/.gitignore index 41b4384b..d641589f 100644 --- a/.gitignore +++ b/.gitignore @@ -28,4 +28,13 @@ uploads/ # OS .DS_Store -Thumbs.db \ No newline at end of file +Thumbs.db + +# Logs +**/*.log + +# Work trees +.trees/ + +# Large documents +*.pdf \ No newline at end of file diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 00000000..26c4202b --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1,115 @@ +# CLAUDE.md + +This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository. + +## Development Environment +- **Platform**: Windows +- **Shell**: PowerShell +- **Package Manager**: uv + +## Development Commands + +### Installation & Setup +```powershell +# Install dependencies using uv package manager +uv sync + +# Create .env file with required API key +echo "ANTHROPIC_API_KEY=your_key_here" > .env +``` + +### Running the Application +```powershell +# Manual start (preferred for development) +cd backend; uv run uvicorn app:app --reload --port 8000 + +# Alternative: Use run script if available +./run.sh +``` + +### Code Quality Commands +```powershell +# Format code and fix style issues +powershell -File ./format.ps1 + +# Check code quality without making changes (dry-run) +powershell -File ./quality-check.ps1 + +# Individual commands +uv run black backend/ main.py # Format with black +uv run isort backend/ main.py # Sort imports +uv run flake8 backend/ main.py # Check style with flake8 +``` + +### Development Workflow +- **Frontend**: Static files served from `frontend/` directory (HTML/CSS/JS) +- **Backend**: FastAPI server with auto-reload during development +- **Database**: ChromaDB persisted locally in `backend/chroma_db/` +- **Logging**: Full logging implementation with appropriate DEBUG and INFO levels throughout the codebase +- **Code Quality**: Black formatter, isort import sorting, flake8 linting integrated + +## Architecture Overview + +This is a **Retrieval-Augmented Generation (RAG) system** for course materials with the following architecture: + +### Core Components +- **`RAGSystem`** (`rag_system.py`): Main orchestrator that coordinates all components +- **`VectorStore`** (`vector_store.py`): ChromaDB-based vector storage with two collections: + - `course_catalog`: Course metadata (titles, instructors, links) + - `course_content`: Chunked course content for semantic search +- **`AIGenerator`** (`ai_generator.py`): Anthropic Claude API integration with tool support +- **`DocumentProcessor`** (`document_processor.py`): Processes course documents into chunks +- **`SessionManager`** (`session_manager.py`): Manages conversation history per session + +### Key Design Patterns +- **Tool-based AI Search**: Uses Claude's function calling to search course content +- **Two-tier Vector Storage**: Separate collections for metadata vs content search +- **Session-aware Conversations**: Maintains conversation history per user session +- **Chunked Content Processing**: Documents split into 800-character chunks with 100-char overlap + +### Configuration +All settings centralized in `config.py` with defaults: +- Chunk size: 800 characters (overlap: 100) +- Max search results: 5 +- Embedding model: `all-MiniLM-L6-v2` +- Claude model: `claude-sonnet-4-20250514` + +### API Endpoints +- `POST /api/query`: Process user queries with RAG +- `GET /api/courses`: Get course analytics +- `/`: Serves frontend static files + +### Document Processing Flow +1. Documents from `docs/` folder are processed on startup +2. Each document becomes a `Course` with multiple `Lesson` objects +3. Content is chunked into `CourseChunk` objects for vector search +4. Both metadata and content chunks are stored separately for optimal retrieval + +## Dependencies + +The project uses **uv** as the package manager with core dependencies: +- `chromadb==1.0.15`: Vector database +- `anthropic==0.58.2`: Claude API integration +- `sentence-transformers==5.0.0`: Embedding generation +- `fastapi==0.116.1`: Web framework +- `uvicorn==0.35.0`: ASGI server + +### Code Quality Dependencies +- `black==24.10.0`: Python code formatter for consistent style +- `isort==5.13.2`: Import statement sorting and organization +- `flake8==7.1.1`: Code linting and style checking + +## File Structure Notes +- `docs/`: Course materials (TXT files processed on startup) +- `backend/chroma_db/`: Persisted vector database +- `frontend/`: Static web interface files +- `main.py`: Entry point (unused in favor of FastAPI app) +- Always use uv to run the server and do not run pip directly +- Always use uv to manage all dependencies + +## Code Generation Guidelines +- **Logging**: All generated code must include appropriate logging statements + - Use `logger.debug()` for detailed debugging information + - Use `logger.info()` for important operational events + - Follow existing logging patterns in the codebase + - Import logger: `import logging; logger = logging.getLogger(__name__)` \ No newline at end of file diff --git a/README.md b/README.md index e5420d50..f80b6351 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,6 @@ A Retrieval-Augmented Generation (RAG) system designed to answer questions about This application is a full-stack web application that enables users to query course materials and receive intelligent, context-aware responses. It uses ChromaDB for vector storage, Anthropic's Claude for AI generation, and provides a web interface for interaction. - ## Prerequisites - Python 3.13 or higher @@ -17,18 +16,21 @@ This application is a full-stack web application that enables users to query cou ## Installation 1. **Install uv** (if not already installed) + ```bash curl -LsSf https://astral.sh/uv/install.sh | sh ``` 2. **Install Python dependencies** + ```bash uv sync ``` 3. **Set up environment variables** - + Create a `.env` file in the root directory: + ```bash ANTHROPIC_API_KEY=your_anthropic_api_key_here ``` @@ -38,6 +40,7 @@ This application is a full-stack web application that enables users to query cou ### Quick Start Use the provided shell script: + ```bash chmod +x run.sh ./run.sh @@ -51,6 +54,14 @@ uv run uvicorn app:app --reload --port 8000 ``` The application will be available at: + - Web Interface: `http://localhost:8000` - API Documentation: `http://localhost:8000/docs` +Commands + +```sh +claude mcp add playwright npx @playwright/mcp@latest +``` + +[Reading Notes including Prompts](https://github.com/https-deeplearning-ai/sc-claude-code-files/tree/main/reading_notes) diff --git a/backend/ai_generator.py b/backend/ai_generator.py index 0363ca90..1f931033 100644 --- a/backend/ai_generator.py +++ b/backend/ai_generator.py @@ -1,25 +1,36 @@ +from typing import Any, Dict, List, Optional + import anthropic -from typing import List, Optional, Dict, Any + class AIGenerator: """Handles interactions with Anthropic's Claude API for generating responses""" - + # Static system prompt to avoid rebuilding on each call - SYSTEM_PROMPT = """ You are an AI assistant specialized in course materials and educational content with access to a comprehensive search tool for course information. + SYSTEM_PROMPT = """ You are an AI assistant specialized in document materials and educational content with access to comprehensive search and outline tools for document information. -Search Tool Usage: -- Use the search tool **only** for questions about specific course content or detailed educational materials -- **One search per query maximum** -- Synthesize search results into accurate, fact-based responses -- If search yields no results, state this clearly without offering alternatives +Tool Usage: +- **Content Search Tool**: Use for questions about specific document content or detailed educational materials +- **Document Outline Tool**: Use for questions about document structure, section lists, or document overviews +- **Document List Tool**: Use for questions asking for all available document titles or what documents exist +- **Multi-round tool usage**: You may use tools across up to 2 rounds to fully answer complex queries that require multiple searches or comparisons +- **Strategic tool usage**: Use tools efficiently - don't repeat searches with identical parameters +- Synthesize tool results into accurate, fact-based responses +- If tools yield no results, state this clearly without offering alternatives Response Protocol: -- **General knowledge questions**: Answer using existing knowledge without searching -- **Course-specific questions**: Search first, then answer +- **General knowledge questions**: Answer using existing knowledge without using tools +- **Document content questions**: Use content search tool first, then answer +- **Document outline/structure questions**: Use outline tool first, then answer +- **Document listing questions**: Use document list tool first, then answer - **No meta-commentary**: - - Provide direct answers only — no reasoning process, search explanations, or question-type analysis - - Do not mention "based on the search results" + - Provide direct answers only — no reasoning process, tool usage explanations, or question-type analysis + - Do not mention "based on the search results" or "using the outline tool" +When responding to outline queries, always include: +- Document title +- Document link +- Complete section list with section numbers and titles All responses must be: 1. **Brief, Concise and focused** - Get to the point quickly @@ -28,108 +39,168 @@ class AIGenerator: 4. **Example-supported** - Include relevant examples when they aid understanding Provide only the direct answer to what was asked. """ - + def __init__(self, api_key: str, model: str): self.client = anthropic.Anthropic(api_key=api_key) self.model = model - + # Pre-build base API parameters - self.base_params = { - "model": self.model, - "temperature": 0, - "max_tokens": 800 - } - - def generate_response(self, query: str, - conversation_history: Optional[str] = None, - tools: Optional[List] = None, - tool_manager=None) -> str: + self.base_params = {"model": self.model, "temperature": 0, "max_tokens": 800} + + def generate_response( + self, + query: str, + conversation_history: Optional[str] = None, + tools: Optional[List] = None, + tool_manager=None, + ) -> str: """ Generate AI response with optional tool usage and conversation context. - + Supports up to 2 sequential rounds of tool calling. + Args: query: The user's question or request conversation_history: Previous messages for context tools: Available tools the AI can use tool_manager: Manager to execute tools - + Returns: Generated response as string """ - - # Build system content efficiently - avoid string ops when possible + + # Build system content efficiently system_content = ( f"{self.SYSTEM_PROMPT}\n\nPrevious conversation:\n{conversation_history}" - if conversation_history + if conversation_history else self.SYSTEM_PROMPT ) - - # Prepare API call parameters efficiently - api_params = { + + # Initialize conversation messages + messages = [{"role": "user", "content": query}] + max_rounds = 2 + round_count = 0 + + # Iterative multi-round conversation + while round_count < max_rounds: + # Prepare API call parameters + api_params = { + **self.base_params, + "messages": messages, + "system": system_content, + } + + # Add tools if available + if tools: + api_params["tools"] = tools + api_params["tool_choice"] = {"type": "auto"} + + # Get response from Claude + response = self.client.messages.create(**api_params) + + # If no tool use, return response + if response.stop_reason != "tool_use" or not tool_manager: + return response.content[0].text + + # Execute tools and continue conversation + messages.append({"role": "assistant", "content": response.content}) + + # Execute all tool calls and collect results + tool_results = [] + for content_block in response.content: + if content_block.type == "tool_use": + try: + tool_result = tool_manager.execute_tool( + content_block.name, **content_block.input + ) + tool_results.append( + { + "type": "tool_result", + "tool_use_id": content_block.id, + "content": tool_result, + } + ) + except Exception as e: + # Handle tool execution error gracefully + tool_results.append( + { + "type": "tool_result", + "tool_use_id": content_block.id, + "content": f"Tool execution error: {str(e)}", + } + ) + + # Add tool results to conversation + if tool_results: + messages.append({"role": "user", "content": tool_results}) + + round_count += 1 + + # Final round without tools for response synthesis + final_params = { **self.base_params, - "messages": [{"role": "user", "content": query}], - "system": system_content + "messages": messages, + "system": system_content, } - - # Add tools if available - if tools: - api_params["tools"] = tools - api_params["tool_choice"] = {"type": "auto"} - - # Get response from Claude - response = self.client.messages.create(**api_params) - - # Handle tool execution if needed - if response.stop_reason == "tool_use" and tool_manager: - return self._handle_tool_execution(response, api_params, tool_manager) - - # Return direct response - return response.content[0].text - - def _handle_tool_execution(self, initial_response, base_params: Dict[str, Any], tool_manager): + + final_response = self.client.messages.create(**final_params) + return final_response.content[0].text + + def _handle_tool_execution( + self, initial_response, base_params: Dict[str, Any], tool_manager + ): """ Handle execution of tool calls and get follow-up response. - + Args: initial_response: The response containing tool use requests base_params: Base API parameters tool_manager: Manager to execute tools - + Returns: Final response text after tool execution """ # Start with existing messages messages = base_params["messages"].copy() - + # Add AI's tool use response messages.append({"role": "assistant", "content": initial_response.content}) - + # Execute all tool calls and collect results tool_results = [] for content_block in initial_response.content: if content_block.type == "tool_use": - tool_result = tool_manager.execute_tool( - content_block.name, - **content_block.input - ) - - tool_results.append({ - "type": "tool_result", - "tool_use_id": content_block.id, - "content": tool_result - }) - + try: + tool_result = tool_manager.execute_tool( + content_block.name, **content_block.input + ) + tool_results.append( + { + "type": "tool_result", + "tool_use_id": content_block.id, + "content": tool_result, + } + ) + except Exception as e: + # Handle tool execution error gracefully + tool_results.append( + { + "type": "tool_result", + "tool_use_id": content_block.id, + "content": f"Tool execution error: {str(e)}", + } + ) + # Add tool results as single message if tool_results: messages.append({"role": "user", "content": tool_results}) - + # Prepare final API call without tools final_params = { **self.base_params, "messages": messages, - "system": base_params["system"] + "system": base_params["system"], } - + # Get final response final_response = self.client.messages.create(**final_params) - return final_response.content[0].text \ No newline at end of file + return final_response.content[0].text diff --git a/backend/app.py b/backend/app.py index 5a69d741..682c73a5 100644 --- a/backend/app.py +++ b/backend/app.py @@ -1,25 +1,31 @@ +import os import warnings -warnings.filterwarnings("ignore", message="resource_tracker: There appear to be.*") +from pathlib import Path +from typing import List, Optional +from config import config from fastapi import FastAPI, HTTPException from fastapi.middleware.cors import CORSMiddleware -from fastapi.staticfiles import StaticFiles from fastapi.middleware.trustedhost import TrustedHostMiddleware +from fastapi.responses import FileResponse, JSONResponse +from fastapi.staticfiles import StaticFiles from pydantic import BaseModel -from typing import List, Optional -import os - -from config import config from rag_system import RAGSystem +warnings.filterwarnings("ignore", message="resource_tracker: There appear to be.*") + +# Initialize logging +from logging_config import get_logger, setup_logging + +setup_logging(log_level="INFO", log_file="logs/rag_system.log") +logger = get_logger(__name__) + + # Initialize FastAPI app -app = FastAPI(title="Course Materials RAG System", root_path="") +app = FastAPI(title="Document Materials RAG System", root_path="") # Add trusted host middleware for proxy -app.add_middleware( - TrustedHostMiddleware, - allowed_hosts=["*"] -) +app.add_middleware(TrustedHostMiddleware, allowed_hosts=["*"]) # Enable CORS with proper settings for proxy app.add_middleware( @@ -32,27 +38,59 @@ ) # Initialize RAG system +logger.info("Starting Document Materials RAG System") rag_system = RAGSystem(config) # Pydantic models for request/response + + class QueryRequest(BaseModel): - """Request model for course queries""" + """Request model for document queries""" + query: str session_id: Optional[str] = None + +class Source(BaseModel): + """Source information with optional link""" + + text: str + link: Optional[str] = None + + class QueryResponse(BaseModel): - """Response model for course queries""" + """Response model for document queries""" + answer: str - sources: List[str] + sources: List[Source] session_id: str -class CourseStats(BaseModel): - """Response model for course statistics""" - total_courses: int - course_titles: List[str] + +class DocumentStats(BaseModel): + """Response model for document statistics""" + + total_documents: int + document_titles: List[str] + # API Endpoints + +# New endpoint to create a new chat session + + +@app.post("/api/session/new") +async def create_new_session(prev_session_id: Optional[str] = None): + """Create a new session and clear previous session if provided""" + try: + if prev_session_id: + rag_system.session_manager.clear_session(prev_session_id) + session_id = rag_system.session_manager.create_session() + return JSONResponse(content={"session_id": session_id}) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + @app.post("/api/query", response_model=QueryResponse) async def query_documents(request: QueryRequest): """Process a query and return response with sources""" @@ -61,47 +99,60 @@ async def query_documents(request: QueryRequest): session_id = request.session_id if not session_id: session_id = rag_system.session_manager.create_session() - + # Process query using RAG system answer, sources = rag_system.query(request.query, session_id) - + + # Convert sources to Source objects + source_objects = [] + for source in sources: + if isinstance(source, dict) and "text" in source: + # New format with embedded links + source_objects.append( + Source(text=source["text"], link=source.get("link")) + ) + else: + # Legacy string format + source_objects.append(Source(text=str(source), link=None)) + return QueryResponse( - answer=answer, - sources=sources, - session_id=session_id + answer=answer, sources=source_objects, session_id=session_id ) except Exception as e: raise HTTPException(status_code=500, detail=str(e)) -@app.get("/api/courses", response_model=CourseStats) -async def get_course_stats(): - """Get course analytics and statistics""" + +@app.get("/api/documents", response_model=DocumentStats) +async def get_document_stats(): + """Get document analytics and statistics""" try: - analytics = rag_system.get_course_analytics() - return CourseStats( - total_courses=analytics["total_courses"], - course_titles=analytics["course_titles"] + analytics = rag_system.get_document_analytics() + return DocumentStats( + total_documents=analytics["total_documents"], + document_titles=analytics["document_titles"], ) except Exception as e: raise HTTPException(status_code=500, detail=str(e)) + @app.on_event("startup") async def startup_event(): """Load initial documents on startup""" docs_path = "../docs" if os.path.exists(docs_path): - print("Loading initial documents...") + logger.info("Loading initial documents...") try: - courses, chunks = rag_system.add_course_folder(docs_path, clear_existing=False) - print(f"Loaded {courses} courses with {chunks} chunks") + documents, chunks = rag_system.add_document_folder( + docs_path, clear_existing=False + ) + logger.info(f"Loaded {documents} documents with {chunks} chunks") except Exception as e: - print(f"Error loading documents: {e}") + logger.error(f"Error loading documents: {e}") + else: + logger.warning(f"Documents directory does not exist: {docs_path}") + # Custom static file handler with no-cache headers for development -from fastapi.staticfiles import StaticFiles -from fastapi.responses import FileResponse -import os -from pathlib import Path class DevStaticFiles(StaticFiles): @@ -113,7 +164,7 @@ async def get_response(self, path: str, scope): response.headers["Pragma"] = "no-cache" response.headers["Expires"] = "0" return response - - + + # Serve static files for the frontend -app.mount("/", StaticFiles(directory="../frontend", html=True), name="static") \ No newline at end of file +app.mount("/", StaticFiles(directory="../frontend", html=True), name="static") diff --git a/backend/config.py b/backend/config.py index d9f6392e..cab6dccc 100644 --- a/backend/config.py +++ b/backend/config.py @@ -1,29 +1,31 @@ import os from dataclasses import dataclass + from dotenv import load_dotenv # Load environment variables from .env file load_dotenv() + @dataclass class Config: """Configuration settings for the RAG system""" + # Anthropic API settings ANTHROPIC_API_KEY: str = os.getenv("ANTHROPIC_API_KEY", "") ANTHROPIC_MODEL: str = "claude-sonnet-4-20250514" - + # Embedding model settings EMBEDDING_MODEL: str = "all-MiniLM-L6-v2" - + # Document processing settings - CHUNK_SIZE: int = 800 # Size of text chunks for vector storage - CHUNK_OVERLAP: int = 100 # Characters to overlap between chunks - MAX_RESULTS: int = 5 # Maximum search results to return - MAX_HISTORY: int = 2 # Number of conversation messages to remember - + CHUNK_SIZE: int = 800 # Size of text chunks for vector storage + CHUNK_OVERLAP: int = 100 # Characters to overlap between chunks + MAX_RESULTS: int = 5 # Maximum search results to return + MAX_HISTORY: int = 2 # Number of conversation messages to remember + # Database paths CHROMA_PATH: str = "./chroma_db" # ChromaDB storage location -config = Config() - +config = Config() diff --git a/backend/document_processor.py b/backend/document_processor.py index 266e8590..b33f862a 100644 --- a/backend/document_processor.py +++ b/backend/document_processor.py @@ -1,83 +1,111 @@ +import logging import os import re from typing import List, Tuple -from models import Course, Lesson, CourseChunk + +from logging_config import get_logger +from models import Document, DocumentChunk, Section + +logger = get_logger(__name__) + class DocumentProcessor: - """Processes course documents and extracts structured information""" - + """Processes documents and extracts structured information""" + def __init__(self, chunk_size: int, chunk_overlap: int): self.chunk_size = chunk_size self.chunk_overlap = chunk_overlap - + def read_file(self, file_path: str) -> str: """Read content from file with UTF-8 encoding""" + logger.debug(f"Reading file: {file_path}") try: - with open(file_path, 'r', encoding='utf-8') as file: - return file.read() - except UnicodeDecodeError: + with open(file_path, "r", encoding="utf-8") as file: + content = file.read() + logger.info( + f"Successfully read file {file_path} - {len(content)} characters" + ) + return content + except UnicodeDecodeError as e: + logger.warning( + f"UTF-8 decode failed for {file_path}, retrying with error handling: {e}" + ) # If UTF-8 fails, try with error handling - with open(file_path, 'r', encoding='utf-8', errors='ignore') as file: - return file.read() - - + with open(file_path, "r", encoding="utf-8", errors="ignore") as file: + content = file.read() + logger.info( + f"Read file {file_path} with error handling - {len(content)} characters" + ) + return content + except Exception as e: + logger.error(f"Failed to read file {file_path}: {e}") + raise def chunk_text(self, text: str) -> List[str]: """Split text into sentence-based chunks with overlap using config settings""" - + logger.debug( + f"Starting text chunking - Input length: {len(text)} chars, chunk_size: {self.chunk_size}, overlap: {self.chunk_overlap}" + ) + # Clean up the text - text = re.sub(r'\s+', ' ', text.strip()) # Normalize whitespace - + text = re.sub(r"\s+", " ", text.strip()) # Normalize whitespace + logger.debug(f"Text normalized - Length after cleanup: {len(text)} chars") + # Better sentence splitting that handles abbreviations # This regex looks for periods followed by whitespace and capital letters # but ignores common abbreviations - sentence_endings = re.compile(r'(? self.chunk_size and current_chunk: break - + current_chunk.append(sentence) current_size += total_addition - + # Add chunk if we have content if current_chunk: - chunks.append(' '.join(current_chunk)) - + chunks.append(" ".join(current_chunk)) + # Calculate overlap for next chunk - if hasattr(self, 'chunk_overlap') and self.chunk_overlap > 0: + if hasattr(self, "chunk_overlap") and self.chunk_overlap > 0: # Find how many sentences to overlap overlap_size = 0 overlap_sentences = 0 - + # Count backwards from end of current chunk for k in range(len(current_chunk) - 1, -1, -1): - sentence_len = len(current_chunk[k]) + (1 if k < len(current_chunk) - 1 else 0) + sentence_len = len(current_chunk[k]) + ( + 1 if k < len(current_chunk) - 1 else 0 + ) if overlap_size + sentence_len <= self.chunk_overlap: overlap_size += sentence_len overlap_sentences += 1 else: break - + # Move start position considering overlap next_start = i + len(current_chunk) - overlap_sentences i = max(next_start, i + 1) # Ensure we make progress @@ -87,14 +115,21 @@ def chunk_text(self, text: str) -> List[str]: else: # No sentences fit, move to next i += 1 - - return chunks - + logger.debug( + f"Text chunking completed - Created {len(chunks)} chunks from {len(sentences)} sentences" + ) + if logger.isEnabledFor(logging.DEBUG): + avg_chunk_size = ( + sum(len(chunk) for chunk in chunks) / len(chunks) if chunks else 0 + ) + logger.debug(f"Average chunk size: {avg_chunk_size:.1f} characters") + return chunks - - def process_course_document(self, file_path: str) -> Tuple[Course, List[CourseChunk]]: + def process_document( + self, file_path: str + ) -> Tuple[Document, List[DocumentChunk]]: """ Process a course document with expected format: Line 1: Course Title: [title] @@ -102,158 +137,221 @@ def process_course_document(self, file_path: str) -> Tuple[Course, List[CourseCh Line 3: Course Instructor: [instructor] Following lines: Lesson markers and content """ + logger.info(f"=== Processing course document: {file_path} ===") content = self.read_file(file_path) filename = os.path.basename(file_path) - - lines = content.strip().split('\n') - - # Extract course metadata from first three lines + logger.debug(f"Filename: {filename}, Content length: {len(content)} characters") + + lines = content.strip().split("\n") + logger.debug(f"Document split into {len(lines)} lines") + + # Extract document metadata from first three lines course_title = filename # Default fallback course_link = None instructor_name = "Unknown" - - # Parse course title from first line + + logger.debug("=== Parsing course metadata ===") + # Parse document title from first line if len(lines) >= 1 and lines[0].strip(): - title_match = re.match(r'^Course Title:\s*(.+)$', lines[0].strip(), re.IGNORECASE) + title_match = re.match( + r"^Course Title:\s*(.+)$", lines[0].strip(), re.IGNORECASE + ) if title_match: course_title = title_match.group(1).strip() + logger.debug(f"Found course title in header: '{course_title}'") else: course_title = lines[0].strip() - - # Parse remaining lines for course metadata + logger.debug(f"Using first line as course title: '{course_title}'") + + # Parse remaining lines for document metadata for i in range(1, min(len(lines), 4)): # Check first 4 lines for metadata line = lines[i].strip() if not line: continue - - # Try to match course link - link_match = re.match(r'^Course Link:\s*(.+)$', line, re.IGNORECASE) + + # Try to match document link + link_match = re.match(r"^Course Link:\s*(.+)$", line, re.IGNORECASE) if link_match: course_link = link_match.group(1).strip() + logger.debug(f"Found course link: '{course_link}'") continue - + # Try to match instructor - instructor_match = re.match(r'^Course Instructor:\s*(.+)$', line, re.IGNORECASE) + instructor_match = re.match( + r"^Course Instructor:\s*(.+)$", line, re.IGNORECASE + ) if instructor_match: instructor_name = instructor_match.group(1).strip() + logger.debug(f"Found instructor: '{instructor_name}'") continue - - # Create course object with title as ID - course = Course( + + # Create document object with title as ID + document = Document( title=course_title, - course_link=course_link, - instructor=instructor_name if instructor_name != "Unknown" else None + document_link=course_link, + instructor=instructor_name if instructor_name != "Unknown" else None, ) - + logger.info( + f"Created course object: title='{course_title}', link='{course_link}', instructor='{instructor_name}'" + ) + # Process lessons and create chunks - course_chunks = [] + logger.debug("=== Processing lessons ===") + document_chunks = [] current_lesson = None lesson_title = None lesson_link = None lesson_content = [] chunk_counter = 0 - + # Start processing from line 4 (after metadata) start_index = 3 if len(lines) > 3 and not lines[3].strip(): start_index = 4 # Skip empty line after instructor - + logger.debug(f"Starting lesson processing from line {start_index}") + i = start_index while i < len(lines): line = lines[i] - + # Check for lesson markers (e.g., "Lesson 0: Introduction") - lesson_match = re.match(r'^Lesson\s+(\d+):\s*(.+)$', line.strip(), re.IGNORECASE) - + lesson_match = re.match( + r"^Lesson\s+(\d+):\s*(.+)$", line.strip(), re.IGNORECASE + ) + if lesson_match: # Process previous lesson if it exists if current_lesson is not None and lesson_content: - lesson_text = '\n'.join(lesson_content).strip() + lesson_text = "\n".join(lesson_content).strip() + logger.debug( + f"Processing previous lesson {current_lesson}: '{lesson_title}' ({len(lesson_text)} chars)" + ) if lesson_text: - # Add lesson to course - lesson = Lesson( - lesson_number=current_lesson, + # Add lesson to document + section = Section( + section_number=current_lesson, title=lesson_title, - lesson_link=lesson_link + section_link=lesson_link, + ) + document.sections.append(section) + logger.debug( + f"Added lesson {current_lesson} to course - Link: {lesson_link}" ) - course.lessons.append(lesson) - + # Create chunks for this lesson chunks = self.chunk_text(lesson_text) + logger.debug( + f"Created {len(chunks)} chunks for lesson {current_lesson}" + ) for idx, chunk in enumerate(chunks): # For the first chunk of each lesson, add lesson context if idx == 0: - chunk_with_context = f"Lesson {current_lesson} content: {chunk}" + chunk_with_context = ( + f"Lesson {current_lesson} content: {chunk}" + ) else: chunk_with_context = chunk - - course_chunk = CourseChunk( + + document_chunk = DocumentChunk( content=chunk_with_context, - course_title=course.title, - lesson_number=current_lesson, - chunk_index=chunk_counter + document_title=document.title, + section_number=current_lesson, + chunk_index=chunk_counter, ) - course_chunks.append(course_chunk) + document_chunks.append(document_chunk) chunk_counter += 1 - + # Start new lesson current_lesson = int(lesson_match.group(1)) lesson_title = lesson_match.group(2).strip() lesson_link = None - + logger.info(f"Found new lesson {current_lesson}: '{lesson_title}'") + # Check if next line is a lesson link if i + 1 < len(lines): next_line = lines[i + 1].strip() - link_match = re.match(r'^Lesson Link:\s*(.+)$', next_line, re.IGNORECASE) + link_match = re.match( + r"^Lesson Link:\s*(.+)$", next_line, re.IGNORECASE + ) if link_match: lesson_link = link_match.group(1).strip() + logger.debug( + f"Found lesson link for lesson {current_lesson}: '{lesson_link}'" + ) i += 1 # Skip the link line so it's not added to content - + lesson_content = [] else: # Add line to current lesson content lesson_content.append(line) - + i += 1 - + # Process the last lesson + logger.debug("=== Processing final lesson ===") if current_lesson is not None and lesson_content: - lesson_text = '\n'.join(lesson_content).strip() + lesson_text = "\n".join(lesson_content).strip() + logger.debug( + f"Processing final lesson {current_lesson}: '{lesson_title}' ({len(lesson_text)} chars)" + ) if lesson_text: - lesson = Lesson( - lesson_number=current_lesson, + section = Section( + section_number=current_lesson, title=lesson_title, - lesson_link=lesson_link + section_link=lesson_link, ) - course.lessons.append(lesson) - + document.sections.append(section) + logger.debug( + f"Added final lesson {current_lesson} to document - Link: {lesson_link}" + ) + chunks = self.chunk_text(lesson_text) + logger.debug( + f"Created {len(chunks)} chunks for final lesson {current_lesson}" + ) for idx, chunk in enumerate(chunks): - # For any chunk of each lesson, add lesson context & course title - + # For any chunk of each lesson, add lesson context & document title + chunk_with_context = f"Course {course_title} Lesson {current_lesson} content: {chunk}" - - course_chunk = CourseChunk( + + document_chunk = DocumentChunk( content=chunk_with_context, - course_title=course.title, - lesson_number=current_lesson, - chunk_index=chunk_counter + document_title=document.title, + section_number=current_lesson, + chunk_index=chunk_counter, ) - course_chunks.append(course_chunk) + document_chunks.append(document_chunk) chunk_counter += 1 - + # If no lessons found, treat entire content as one document - if not course_chunks and len(lines) > 2: - remaining_content = '\n'.join(lines[start_index:]).strip() + if not document_chunks and len(lines) > 2: + logger.warning( + "No lessons found in document - treating entire content as single document" + ) + remaining_content = "\n".join(lines[start_index:]).strip() if remaining_content: chunks = self.chunk_text(remaining_content) + logger.debug(f"Created {len(chunks)} chunks from document content") for chunk in chunks: - course_chunk = CourseChunk( + document_chunk = DocumentChunk( content=chunk, - course_title=course.title, - chunk_index=chunk_counter + document_title=document.title, + chunk_index=chunk_counter, ) - course_chunks.append(course_chunk) + document_chunks.append(document_chunk) chunk_counter += 1 - - return course, course_chunks + + # Final processing summary + section_count = len(document.sections) + chunk_count = len(document_chunks) + logger.info(f"=== PROCESSING COMPLETE ===") + logger.info( + f"Document: '{document.title}' - {section_count} sections, {chunk_count} chunks" + ) + if section_count > 0: + sections_with_links = sum( + 1 for section in document.sections if section.section_link + ) + logger.info(f"Sections with links: {sections_with_links}/{section_count}") + + return document, document_chunks diff --git a/backend/logging_config.py b/backend/logging_config.py new file mode 100644 index 00000000..2ec0c4a7 --- /dev/null +++ b/backend/logging_config.py @@ -0,0 +1,76 @@ +import logging +import os +from pathlib import Path + + +def setup_logging(log_level: str = "INFO", log_file: str = None): + """ + Setup logging configuration for the RAG system. + + Args: + log_level: Logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL) + log_file: Optional log file path. If None, logs only to console. + """ + # Create logs directory if log_file is specified + if log_file: + log_path = Path(log_file) + log_path.parent.mkdir(parents=True, exist_ok=True) + + # Configure logging format + log_format = ( + "%(asctime)s - %(name)s - %(levelname)s - %(funcName)s:%(lineno)d - %(message)s" + ) + + # Configure handlers + handlers = [logging.StreamHandler()] # Always log to console + + if log_file: + # Add file handler if log file specified + file_handler = logging.FileHandler(log_file) + file_handler.setFormatter(logging.Formatter(log_format)) + handlers.append(file_handler) + + # Configure root logger + logging.basicConfig( + level=getattr(logging, log_level.upper()), + format=log_format, + handlers=handlers, + force=True, # Override any existing logging configuration + ) + + # Configure specific loggers for our modules + loggers = [ + "rag_system", + "document_processor", + "vector_store", + "search_tools", + "ai_generator", + "session_manager", + ] + + for logger_name in loggers: + logger = logging.getLogger(logger_name) + logger.setLevel(getattr(logging, log_level.upper())) + + # Suppress overly verbose third-party loggers + logging.getLogger("chromadb").setLevel(logging.WARNING) + logging.getLogger("sentence_transformers").setLevel(logging.WARNING) + logging.getLogger("httpx").setLevel(logging.WARNING) + logging.getLogger("anthropic").setLevel(logging.WARNING) + + logging.info( + f"Logging configured - Level: {log_level}, File: {log_file or 'Console only'}" + ) + + +def get_logger(name: str) -> logging.Logger: + """ + Get a logger instance for a specific module. + + Args: + name: Logger name (usually __name__) + + Returns: + Logger instance + """ + return logging.getLogger(name) diff --git a/backend/models.py b/backend/models.py index 7f7126fa..d8e89200 100644 --- a/backend/models.py +++ b/backend/models.py @@ -1,22 +1,29 @@ -from typing import List, Dict, Optional +from typing import Dict, List, Optional + from pydantic import BaseModel -class Lesson(BaseModel): - """Represents a lesson within a course""" - lesson_number: int # Sequential lesson number (1, 2, 3, etc.) - title: str # Lesson title - lesson_link: Optional[str] = None # URL link to the lesson - -class Course(BaseModel): - """Represents a complete course with its lessons""" - title: str # Full course title (used as unique identifier) - course_link: Optional[str] = None # URL link to the course - instructor: Optional[str] = None # Course instructor name (optional metadata) - lessons: List[Lesson] = [] # List of lessons in this course - -class CourseChunk(BaseModel): - """Represents a text chunk from a course for vector storage""" - content: str # The actual text content - course_title: str # Which course this chunk belongs to - lesson_number: Optional[int] = None # Which lesson this chunk is from - chunk_index: int # Position of this chunk in the document \ No newline at end of file + +class Section(BaseModel): + """Represents a section within a document""" + + section_number: int # Sequential section number (1, 2, 3, etc.) + title: str # Section title + section_link: Optional[str] = None # URL link to the section + + +class Document(BaseModel): + """Represents a complete document with its sections""" + + title: str # Full document title (used as unique identifier) + document_link: Optional[str] = None # URL link to the document + instructor: Optional[str] = None # Document instructor name (optional metadata) + sections: List[Section] = [] # List of sections in this document + + +class DocumentChunk(BaseModel): + """Represents a text chunk from a document for vector storage""" + + content: str # The actual text content + document_title: str # Which document this chunk belongs to + section_number: Optional[int] = None # Which section this chunk is from + chunk_index: int # Position of this chunk in the document diff --git a/backend/rag_system.py b/backend/rag_system.py index 50d848c8..3c0062b8 100644 --- a/backend/rag_system.py +++ b/backend/rag_system.py @@ -1,147 +1,215 @@ -from typing import List, Tuple, Optional, Dict import os -from document_processor import DocumentProcessor -from vector_store import VectorStore +from typing import Dict, List, Optional, Tuple + from ai_generator import AIGenerator +from document_processor import DocumentProcessor +from logging_config import get_logger +from models import Document, DocumentChunk, Section +from search_tools import DocumentListTool, DocumentOutlineTool, DocumentSearchTool, ToolManager from session_manager import SessionManager -from search_tools import ToolManager, CourseSearchTool -from models import Course, Lesson, CourseChunk +from vector_store import VectorStore + +logger = get_logger(__name__) + class RAGSystem: """Main orchestrator for the Retrieval-Augmented Generation system""" - + def __init__(self, config): + logger.info("=== Initializing RAG System ===") self.config = config - + # Initialize core components - self.document_processor = DocumentProcessor(config.CHUNK_SIZE, config.CHUNK_OVERLAP) - self.vector_store = VectorStore(config.CHROMA_PATH, config.EMBEDDING_MODEL, config.MAX_RESULTS) - self.ai_generator = AIGenerator(config.ANTHROPIC_API_KEY, config.ANTHROPIC_MODEL) + logger.debug("Creating DocumentProcessor") + self.document_processor = DocumentProcessor( + config.CHUNK_SIZE, config.CHUNK_OVERLAP + ) + + logger.debug("Creating VectorStore") + self.vector_store = VectorStore( + config.CHROMA_PATH, config.EMBEDDING_MODEL, config.MAX_RESULTS + ) + + logger.debug("Creating AIGenerator") + self.ai_generator = AIGenerator( + config.ANTHROPIC_API_KEY, config.ANTHROPIC_MODEL + ) + + logger.debug("Creating SessionManager") self.session_manager = SessionManager(config.MAX_HISTORY) - + # Initialize search tools + logger.debug("Setting up search tools") self.tool_manager = ToolManager() - self.search_tool = CourseSearchTool(self.vector_store) + self.search_tool = DocumentSearchTool(self.vector_store) + self.outline_tool = DocumentOutlineTool(self.vector_store) + self.list_tool = DocumentListTool(self.vector_store) self.tool_manager.register_tool(self.search_tool) - - def add_course_document(self, file_path: str) -> Tuple[Course, int]: + self.tool_manager.register_tool(self.outline_tool) + self.tool_manager.register_tool(self.list_tool) + + logger.info("RAG System initialization complete") + + def add_document(self, file_path: str) -> Tuple[Document, int]: """ - Add a single course document to the knowledge base. - + Add a single document to the knowledge base. + Args: - file_path: Path to the course document - + file_path: Path to the document + Returns: - Tuple of (Course object, number of chunks created) + Tuple of (Document object, number of chunks created) """ + logger.info(f"Adding document: {file_path}") try: # Process the document - course, course_chunks = self.document_processor.process_course_document(file_path) - - # Add course metadata to vector store for semantic search - self.vector_store.add_course_metadata(course) - - # Add course content chunks to vector store - self.vector_store.add_course_content(course_chunks) - - return course, len(course_chunks) + document, document_chunks = self.document_processor.process_document( + file_path + ) + + if document: + # Add document metadata to vector store for semantic search + self.vector_store.add_document_metadata(document) + + # Add document content chunks to vector store + self.vector_store.add_document_content(document_chunks) + + logger.info( + f"Successfully added document: '{document.title}' with {len(document_chunks)} chunks" + ) + return document, len(document_chunks) + else: + logger.warning(f"No document object created from document: {file_path}") + return None, 0 + except Exception as e: - print(f"Error processing course document {file_path}: {e}") + logger.error(f"Error processing document {file_path}: {e}") return None, 0 - - def add_course_folder(self, folder_path: str, clear_existing: bool = False) -> Tuple[int, int]: + + def add_document_folder( + self, folder_path: str, clear_existing: bool = False + ) -> Tuple[int, int]: """ - Add all course documents from a folder. - + Add all documents from a folder. + Args: - folder_path: Path to folder containing course documents + folder_path: Path to folder containing documents clear_existing: Whether to clear existing data first - + Returns: - Tuple of (total courses added, total chunks created) + Tuple of (total documents added, total chunks created) """ - total_courses = 0 + logger.info( + f"=== Processing document folder: {folder_path} (clear_existing={clear_existing}) ===" + ) + total_documents = 0 total_chunks = 0 - + # Clear existing data if requested if clear_existing: - print("Clearing existing data for fresh rebuild...") + logger.info("Clearing existing data for fresh rebuild...") self.vector_store.clear_all_data() - + if not os.path.exists(folder_path): - print(f"Folder {folder_path} does not exist") + logger.error(f"Folder {folder_path} does not exist") return 0, 0 - - # Get existing course titles to avoid re-processing - existing_course_titles = set(self.vector_store.get_existing_course_titles()) - + + # Get existing document titles to avoid re-processing + existing_document_titles = set(self.vector_store.get_existing_document_titles()) + logger.info( + f"Found {len(existing_document_titles)} existing documents in vector store" + ) + + # Get all files to process + files = [ + f + for f in os.listdir(folder_path) + if os.path.isfile(os.path.join(folder_path, f)) + and f.lower().endswith((".pdf", ".docx", ".txt")) + ] + logger.info(f"Found {len(files)} document files to process") + # Process each file in the folder - for file_name in os.listdir(folder_path): + for file_name in files: file_path = os.path.join(folder_path, file_name) - if os.path.isfile(file_path) and file_name.lower().endswith(('.pdf', '.docx', '.txt')): - try: - # Check if this course might already exist - # We'll process the document to get the course ID, but only add if new - course, course_chunks = self.document_processor.process_course_document(file_path) - - if course and course.title not in existing_course_titles: - # This is a new course - add it to the vector store - self.vector_store.add_course_metadata(course) - self.vector_store.add_course_content(course_chunks) - total_courses += 1 - total_chunks += len(course_chunks) - print(f"Added new course: {course.title} ({len(course_chunks)} chunks)") - existing_course_titles.add(course.title) - elif course: - print(f"Course already exists: {course.title} - skipping") - except Exception as e: - print(f"Error processing {file_name}: {e}") - - return total_courses, total_chunks - - def query(self, query: str, session_id: Optional[str] = None) -> Tuple[str, List[str]]: + logger.debug(f"Processing file: {file_name}") + try: + # Check if this document might already exist + # We'll process the document to get the document ID, but only add if new + document, document_chunks = self.document_processor.process_document( + file_path + ) + + if document and document.title not in existing_document_titles: + # This is a new document - add it to the vector store + logger.info(f"Adding new document to vector store: '{document.title}'") + self.vector_store.add_document_metadata(document) + self.vector_store.add_document_content(document_chunks) + total_documents += 1 + total_chunks += len(document_chunks) + logger.info( + f"Added new document: {document.title} ({len(document_chunks)} chunks)" + ) + existing_document_titles.add(document.title) + elif document: + logger.info(f"Document already exists: {document.title} - skipping") + else: + logger.warning( + f"Failed to create document object from file: {file_name}" + ) + except Exception as e: + logger.error(f"Error processing {file_name}: {e}") + + logger.info( + f"=== Folder processing complete: {total_documents} new documents, {total_chunks} total chunks ===" + ) + return total_documents, total_chunks + + def query( + self, query: str, session_id: Optional[str] = None + ) -> Tuple[str, List[str]]: """ Process a user query using the RAG system with tool-based search. - + Args: query: User's question session_id: Optional session ID for conversation context - + Returns: Tuple of (response, sources list - empty for tool-based approach) """ # Create prompt for the AI with clear instructions - prompt = f"""Answer this question about course materials: {query}""" - + prompt = f"""Answer this question about document materials: {query}""" + # Get conversation history if session exists history = None if session_id: history = self.session_manager.get_conversation_history(session_id) - + # Generate response using AI with tools response = self.ai_generator.generate_response( query=prompt, conversation_history=history, tools=self.tool_manager.get_tool_definitions(), - tool_manager=self.tool_manager + tool_manager=self.tool_manager, ) - + # Get sources from the search tool sources = self.tool_manager.get_last_sources() # Reset sources after retrieving them self.tool_manager.reset_sources() - + # Update conversation history if session_id: self.session_manager.add_exchange(session_id, query, response) - + # Return response with sources from tool searches return response, sources - - def get_course_analytics(self) -> Dict: - """Get analytics about the course catalog""" + + def get_document_analytics(self) -> Dict: + """Get analytics about the document catalog""" return { - "total_courses": self.vector_store.get_course_count(), - "course_titles": self.vector_store.get_existing_course_titles() - } \ No newline at end of file + "total_documents": self.vector_store.get_document_count(), + "document_titles": self.vector_store.get_existing_document_titles(), + } diff --git a/backend/search_tools.py b/backend/search_tools.py index adfe8235..d6a1536f 100644 --- a/backend/search_tools.py +++ b/backend/search_tools.py @@ -1,124 +1,260 @@ -from typing import Dict, Any, Optional, Protocol from abc import ABC, abstractmethod -from vector_store import VectorStore, SearchResults +from typing import Any, Dict, Optional, Protocol + +from logging_config import get_logger +from vector_store import SearchResults, VectorStore + +logger = get_logger(__name__) class Tool(ABC): """Abstract base class for all tools""" - + @abstractmethod def get_tool_definition(self) -> Dict[str, Any]: """Return Anthropic tool definition for this tool""" pass - + @abstractmethod def execute(self, **kwargs) -> str: """Execute the tool with given parameters""" pass -class CourseSearchTool(Tool): - """Tool for searching course content with semantic course name matching""" - +class DocumentSearchTool(Tool): + """Tool for searching document content with semantic document name matching""" + def __init__(self, vector_store: VectorStore): self.store = vector_store self.last_sources = [] # Track sources from last search - + def get_tool_definition(self) -> Dict[str, Any]: """Return Anthropic tool definition for this tool""" return { - "name": "search_course_content", - "description": "Search course materials with smart course name matching and lesson filtering", + "name": "search_document_content", + "description": "Search document materials with smart document name matching and section filtering", "input_schema": { "type": "object", "properties": { "query": { - "type": "string", - "description": "What to search for in the course content" + "type": "string", + "description": "What to search for in the document content", }, - "course_name": { + "document_name": { "type": "string", - "description": "Course title (partial matches work, e.g. 'MCP', 'Introduction')" + "description": "Document title (partial matches work, e.g. 'MCP', 'Introduction')", }, - "lesson_number": { + "section_number": { "type": "integer", - "description": "Specific lesson number to search within (e.g. 1, 2, 3)" - } + "description": "Specific section number to search within (e.g. 1, 2, 3)", + }, }, - "required": ["query"] - } + "required": ["query"], + }, } - - def execute(self, query: str, course_name: Optional[str] = None, lesson_number: Optional[int] = None) -> str: + + def execute( + self, + query: str, + document_name: Optional[str] = None, + section_number: Optional[int] = None, + ) -> str: """ Execute the search tool with given parameters. - + Args: query: What to search for - course_name: Optional course filter - lesson_number: Optional lesson filter - + document_name: Optional document filter + section_number: Optional section filter + Returns: Formatted search results or error message """ - + # Use the vector store's unified search interface results = self.store.search( - query=query, - course_name=course_name, - lesson_number=lesson_number + query=query, document_name=document_name, section_number=section_number ) - + # Handle errors if results.error: return results.error - + # Handle empty results if results.is_empty(): filter_info = "" - if course_name: - filter_info += f" in course '{course_name}'" - if lesson_number: - filter_info += f" in lesson {lesson_number}" + if document_name: + filter_info += f" in document '{document_name}'" + if section_number: + filter_info += f" in section {section_number}" return f"No relevant content found{filter_info}." - + # Format and return results return self._format_results(results) - + def _format_results(self, results: SearchResults) -> str: - """Format search results with course and lesson context""" + """Format search results with document and lesson context""" formatted = [] - sources = [] # Track sources for the UI - + sources = [] # Track sources for the UI with embedded links + for doc, meta in zip(results.documents, results.metadata): - course_title = meta.get('course_title', 'unknown') - lesson_num = meta.get('lesson_number') - + document_title = meta.get("document_title", "unknown") + section_num = meta.get("section_number") + # Build context header - header = f"[{course_title}" - if lesson_num is not None: - header += f" - Lesson {lesson_num}" + header = f"[{document_title}" + if section_num is not None: + header += f" - Section {section_num}" header += "]" - - # Track source for the UI - source = course_title - if lesson_num is not None: - source += f" - Lesson {lesson_num}" - sources.append(source) - + + # Get section link if available + section_link = None + if section_num is not None: + section_link = self.store.get_section_link(document_title, section_num) + logger.debug( + f"Retrieved section link for '{document_title}' Section {section_num}: {section_link}" + ) + + # Create source entry with embedded link information + source_text = document_title + if section_num is not None: + source_text += f" - Section {section_num}" + + # Create source object with both display text and link + source_entry = {"text": source_text, "link": section_link} + sources.append(source_entry) + formatted.append(f"{header}\n{doc}") - + # Store sources for retrieval self.last_sources = sources - + logger.info( + f"Formatted {len(sources)} search results with embedded section links" + ) + return "\n\n".join(formatted) + +class DocumentOutlineTool(Tool): + """Tool for retrieving document outlines with lesson information""" + + def __init__(self, vector_store: VectorStore): + self.store = vector_store + + def get_tool_definition(self) -> Dict[str, Any]: + """Return Anthropic tool definition for this tool""" + return { + "name": "get_document_outline", + "description": "Get document outline including document title, link, and complete section list", + "input_schema": { + "type": "object", + "properties": { + "document_title": { + "type": "string", + "description": "Document title (partial matches work, e.g. 'MCP', 'Introduction')", + } + }, + "required": ["document_title"], + }, + } + + def execute(self, document_title: str) -> str: + """ + Execute the outline tool to get document information. + + Args: + document_title: Document title to get outline for + + Returns: + Formatted document outline or error message + """ + # Use vector search to find the best matching document + resolved_title = self.store._resolve_document_name(document_title) + if not resolved_title: + return f"No document found matching '{document_title}'" + + + # Get document metadata including lessons + import json + + try: + results = self.store.document_catalog.get(ids=[resolved_title]) + if not results or not results.get("metadatas"): + return f"No document metadata found for '{resolved_title}'" + + + metadata = results["metadatas"][0] + document_link = metadata.get("document_link", "No link available") + sections_json = metadata.get("sections_json", "[]") + sections = json.loads(sections_json) + + # Format the response + outline = f"**Document:** {resolved_title}\n" + outline += f"**Document Link:** {document_link}\n\n" + outline += "**Sections:**\n" + + if not sections: + outline += "No sections available" + else: + for section in sections: + section_num = section.get("section_number", "N/A") + section_title = section.get("section_title", "Untitled") + outline += f"{section_num}. {section_title}\n" + + return outline + + except Exception as e: + return f"Error retrieving document outline: {str(e)}" + + +class DocumentListTool(Tool): + """Tool for listing all available document titles""" + + def __init__(self, vector_store: VectorStore): + self.store = vector_store + + def get_tool_definition(self) -> Dict[str, Any]: + """Return Anthropic tool definition for this tool""" + return { + "name": "list_all_documents", + "description": "Get a complete list of all available document titles in the knowledge base", + "input_schema": { + "type": "object", + "properties": {}, + "required": [], + }, + } + + def execute(self) -> str: + """ + Execute the tool to list all document titles. + + Returns: + Formatted list of all available document titles + """ + try: + document_titles = self.store.get_existing_document_titles() + + if not document_titles: + return "No documents are currently available in the knowledge base." + + # Format as numbered list + formatted_list = [] + for i, title in enumerate(document_titles, 1): + formatted_list.append(f"{i}. {title}") + + return f"Available documents ({len(document_titles)} total):\n\n" + "\n".join(formatted_list) + + except Exception as e: + return f"Error retrieving document list: {str(e)}" + + class ToolManager: """Manages available tools for the AI""" - + def __init__(self): self.tools = {} - + def register_tool(self, tool: Tool): """Register any tool that implements the Tool interface""" tool_def = tool.get_tool_definition() @@ -127,28 +263,27 @@ def register_tool(self, tool: Tool): raise ValueError("Tool must have a 'name' in its definition") self.tools[tool_name] = tool - def get_tool_definitions(self) -> list: """Get all tool definitions for Anthropic tool calling""" return [tool.get_tool_definition() for tool in self.tools.values()] - + def execute_tool(self, tool_name: str, **kwargs) -> str: """Execute a tool by name with given parameters""" if tool_name not in self.tools: return f"Tool '{tool_name}' not found" - + return self.tools[tool_name].execute(**kwargs) - + def get_last_sources(self) -> list: """Get sources from the last search operation""" # Check all tools for last_sources attribute for tool in self.tools.values(): - if hasattr(tool, 'last_sources') and tool.last_sources: + if hasattr(tool, "last_sources") and tool.last_sources: return tool.last_sources return [] def reset_sources(self): """Reset sources from all tools that track sources""" for tool in self.tools.values(): - if hasattr(tool, 'last_sources'): - tool.last_sources = [] \ No newline at end of file + if hasattr(tool, "last_sources"): + tool.last_sources = [] diff --git a/backend/session_manager.py b/backend/session_manager.py index a5a96b1a..374db489 100644 --- a/backend/session_manager.py +++ b/backend/session_manager.py @@ -1,61 +1,66 @@ -from typing import Dict, List, Optional from dataclasses import dataclass +from typing import Dict, List, Optional + @dataclass class Message: """Represents a single message in a conversation""" - role: str # "user" or "assistant" + + role: str # "user" or "assistant" content: str # The message content + class SessionManager: """Manages conversation sessions and message history""" - + def __init__(self, max_history: int = 5): self.max_history = max_history self.sessions: Dict[str, List[Message]] = {} self.session_counter = 0 - + def create_session(self) -> str: """Create a new conversation session""" self.session_counter += 1 session_id = f"session_{self.session_counter}" self.sessions[session_id] = [] return session_id - + def add_message(self, session_id: str, role: str, content: str): """Add a message to the conversation history""" if session_id not in self.sessions: self.sessions[session_id] = [] - + message = Message(role=role, content=content) self.sessions[session_id].append(message) - + # Keep conversation history within limits if len(self.sessions[session_id]) > self.max_history * 2: - self.sessions[session_id] = self.sessions[session_id][-self.max_history * 2:] - + self.sessions[session_id] = self.sessions[session_id][ + -self.max_history * 2 : + ] + def add_exchange(self, session_id: str, user_message: str, assistant_message: str): """Add a complete question-answer exchange""" self.add_message(session_id, "user", user_message) self.add_message(session_id, "assistant", assistant_message) - + def get_conversation_history(self, session_id: Optional[str]) -> Optional[str]: """Get formatted conversation history for a session""" if not session_id or session_id not in self.sessions: return None - + messages = self.sessions[session_id] if not messages: return None - + # Format messages for context formatted_messages = [] for msg in messages: formatted_messages.append(f"{msg.role.title()}: {msg.content}") - + return "\n".join(formatted_messages) - + def clear_session(self, session_id: str): """Clear all messages from a session""" if session_id in self.sessions: - self.sessions[session_id] = [] \ No newline at end of file + self.sessions[session_id] = [] diff --git a/backend/tests/__init__.py b/backend/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py new file mode 100644 index 00000000..cc4b7a2f --- /dev/null +++ b/backend/tests/conftest.py @@ -0,0 +1,233 @@ +import os +import shutil +import sys +import tempfile +from pathlib import Path +from unittest.mock import AsyncMock, Mock + +# Add backend directory to path for imports +backend_dir = Path(__file__).parent.parent +sys.path.insert(0, str(backend_dir)) + +import pytest +from fastapi import FastAPI +from fastapi.testclient import TestClient +from ai_generator import AIGenerator +from config import Config +from document_processor import DocumentProcessor +from models import Course, CourseChunk, Lesson +from rag_system import RAGSystem +from search_tools import CourseSearchTool, ToolManager +from session_manager import SessionManager +from vector_store import VectorStore + +@pytest.fixture +def temp_chroma_path(): + """Create temporary ChromaDB path for testing""" + temp_dir = tempfile.mkdtemp() + yield temp_dir + shutil.rmtree(temp_dir) + + +@pytest.fixture +def test_config(temp_chroma_path): + """Create test configuration with temporary paths""" + config = Config() + config.CHROMA_PATH = temp_chroma_path + config.MAX_RESULTS = 5 # Set to reasonable value for testing + config.ANTHROPIC_API_KEY = "test-key" + return config + + +@pytest.fixture +def vector_store(test_config): + """Create vector store instance for testing""" + return VectorStore( + chroma_path=test_config.CHROMA_PATH, + embedding_model=test_config.EMBEDDING_MODEL, + max_results=test_config.MAX_RESULTS, + ) + + +@pytest.fixture +def sample_course(): + """Create sample course data for testing""" + lessons = [ + Lesson( + lesson_number=1, + title="Introduction", + lesson_link="https://example.com/lesson1", + ), + Lesson( + lesson_number=2, title="Overview", lesson_link="https://example.com/lesson2" + ), + Lesson( + lesson_number=3, + title="Advanced Topics", + lesson_link="https://example.com/lesson3", + ), + ] + return Course( + title="Test Course", + course_link="https://example.com/course", + instructor="Test Instructor", + lessons=lessons, + ) + + +@pytest.fixture +def sample_chunks(sample_course): + """Create sample course chunks for testing""" + chunks = [] + for i in range(5): + chunk = CourseChunk( + content=f"This is test content for chunk {i+1}. It contains information about testing.", + course_title=sample_course.title, + lesson_number=1 if i < 2 else 2, + chunk_index=i, + ) + chunks.append(chunk) + return chunks + + +@pytest.fixture +def populated_vector_store(vector_store, sample_course, sample_chunks): + """Vector store with sample data loaded""" + vector_store.add_course_metadata(sample_course) + vector_store.add_course_content(sample_chunks) + return vector_store + + +@pytest.fixture +def course_search_tool(populated_vector_store): + """CourseSearchTool with populated data""" + return CourseSearchTool(populated_vector_store) + + +@pytest.fixture +def tool_manager(course_search_tool): + """ToolManager with registered tools""" + tm = ToolManager() + tm.register_tool(course_search_tool) + return tm + + +@pytest.fixture +def ai_generator(test_config): + """AI generator instance for testing""" + return AIGenerator( + api_key=test_config.ANTHROPIC_API_KEY, model=test_config.ANTHROPIC_MODEL + ) + + +@pytest.fixture +def rag_system(test_config): + """RAG system instance for testing""" + return RAGSystem(test_config) + + +@pytest.fixture +def mock_rag_system(): + """Mock RAG system for API testing""" + mock_rag = Mock() + mock_rag.session_manager = Mock() + mock_rag.session_manager.create_session.return_value = "test-session-123" + mock_rag.session_manager.clear_session.return_value = None + mock_rag.query.return_value = ( + "Test answer from the RAG system", + [{"text": "Test source content", "link": "https://example.com/test"}] + ) + mock_rag.get_course_analytics.return_value = { + "total_courses": 2, + "course_titles": ["Test Course 1", "Test Course 2"] + } + return mock_rag + + +@pytest.fixture +def test_app(mock_rag_system): + """Create test FastAPI app without static file mounting issues""" + from fastapi import FastAPI, HTTPException + from fastapi.responses import JSONResponse + from pydantic import BaseModel + from typing import List, Optional + + app = FastAPI(title="Course Materials RAG System Test") + + # Pydantic models + class QueryRequest(BaseModel): + query: str + session_id: Optional[str] = None + + class Source(BaseModel): + text: str + link: Optional[str] = None + + class QueryResponse(BaseModel): + answer: str + sources: List[Source] + session_id: str + + class CourseStats(BaseModel): + total_courses: int + course_titles: List[str] + + # Inject mock RAG system + app.state.rag_system = mock_rag_system + + @app.post("/api/session/new") + async def create_new_session(prev_session_id: Optional[str] = None): + try: + if prev_session_id: + app.state.rag_system.session_manager.clear_session(prev_session_id) + session_id = app.state.rag_system.session_manager.create_session() + return JSONResponse(content={"session_id": session_id}) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + @app.post("/api/query", response_model=QueryResponse) + async def query_documents(request: QueryRequest): + try: + session_id = request.session_id + if not session_id: + session_id = app.state.rag_system.session_manager.create_session() + + answer, sources = app.state.rag_system.query(request.query, session_id) + + source_objects = [] + for source in sources: + if isinstance(source, dict) and "text" in source: + source_objects.append(Source(text=source["text"], link=source.get("link"))) + else: + source_objects.append(Source(text=str(source), link=None)) + + return QueryResponse( + answer=answer, + sources=source_objects, + session_id=session_id + ) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + @app.get("/api/courses", response_model=CourseStats) + async def get_course_stats(): + try: + analytics = app.state.rag_system.get_course_analytics() + return CourseStats( + total_courses=analytics["total_courses"], + course_titles=analytics["course_titles"] + ) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + @app.get("/") + async def root(): + return {"message": "Course Materials RAG System Test API"} + + return app + + +@pytest.fixture +def test_client(test_app): + """Create test client for API testing""" + return TestClient(test_app) diff --git a/backend/tests/test_ai_generator.py b/backend/tests/test_ai_generator.py new file mode 100644 index 00000000..431416a4 --- /dev/null +++ b/backend/tests/test_ai_generator.py @@ -0,0 +1,416 @@ +from unittest.mock import MagicMock, Mock, patch + +import anthropic +import pytest +from ai_generator import AIGenerator + + +class TestAIGenerator: + """Test suite for AIGenerator tool calling functionality""" + + @pytest.fixture + def mock_anthropic_client(self): + """Mock Anthropic client for testing""" + mock_client = Mock(spec=anthropic.Anthropic) + return mock_client + + @pytest.fixture + def ai_generator_with_mock(self, mock_anthropic_client, test_config): + """AI generator with mocked client""" + with patch("anthropic.Anthropic", return_value=mock_anthropic_client): + generator = AIGenerator( + api_key=test_config.ANTHROPIC_API_KEY, model=test_config.ANTHROPIC_MODEL + ) + generator.client = mock_anthropic_client + return generator + + def test_generate_response_without_tools(self, ai_generator_with_mock): + """Test basic response generation without tools""" + # Mock response + mock_response = Mock() + mock_response.content = [Mock(text="Test response")] + mock_response.stop_reason = "end_turn" + ai_generator_with_mock.client.messages.create.return_value = mock_response + + result = ai_generator_with_mock.generate_response("What is AI?") + + assert result == "Test response" + ai_generator_with_mock.client.messages.create.assert_called_once() + + def test_generate_response_with_tools_no_use( + self, ai_generator_with_mock, tool_manager + ): + """Test response generation with tools available but not used""" + # Mock response without tool use + mock_response = Mock() + mock_response.content = [Mock(text="General knowledge response")] + mock_response.stop_reason = "end_turn" + ai_generator_with_mock.client.messages.create.return_value = mock_response + + tools = tool_manager.get_tool_definitions() + result = ai_generator_with_mock.generate_response( + "What is artificial intelligence?", tools=tools, tool_manager=tool_manager + ) + + assert result == "General knowledge response" + + def test_generate_response_with_tool_use( + self, ai_generator_with_mock, tool_manager + ): + """Test response generation that triggers tool use""" + # Mock initial response with tool use + mock_tool_block = Mock() + mock_tool_block.type = "tool_use" + mock_tool_block.name = "search_course_content" + mock_tool_block.id = "tool_123" + mock_tool_block.input = {"query": "testing"} + + initial_response = Mock() + initial_response.content = [mock_tool_block] + initial_response.stop_reason = "tool_use" + + # Mock final response after tool execution + final_response = Mock() + final_response.content = [ + Mock(text="Based on the search results, testing is important.") + ] + + ai_generator_with_mock.client.messages.create.side_effect = [ + initial_response, + final_response, + ] + + tools = tool_manager.get_tool_definitions() + result = ai_generator_with_mock.generate_response( + "Tell me about testing", tools=tools, tool_manager=tool_manager + ) + + assert result == "Based on the search results, testing is important." + # Should be called twice - initial and final + assert ai_generator_with_mock.client.messages.create.call_count == 2 + + def test_handle_tool_execution(self, ai_generator_with_mock, tool_manager): + """Test tool execution handling""" + # Create mock tool use block + mock_tool_block = Mock() + mock_tool_block.type = "tool_use" + mock_tool_block.name = "search_course_content" + mock_tool_block.id = "tool_123" + mock_tool_block.input = {"query": "testing"} + + initial_response = Mock() + initial_response.content = [mock_tool_block] + + # Mock final response + final_response = Mock() + final_response.content = [Mock(text="Tool execution complete")] + ai_generator_with_mock.client.messages.create.return_value = final_response + + base_params = { + "messages": [{"role": "user", "content": "Tell me about testing"}], + "system": "Test system prompt", + } + + result = ai_generator_with_mock._handle_tool_execution( + initial_response, base_params, tool_manager + ) + + assert result == "Tool execution complete" + + def test_tool_execution_with_multiple_tools( + self, ai_generator_with_mock, tool_manager + ): + """Test handling multiple tool calls in one response""" + # Create multiple mock tool blocks + mock_tool_block1 = Mock() + mock_tool_block1.type = "tool_use" + mock_tool_block1.name = "search_course_content" + mock_tool_block1.id = "tool_123" + mock_tool_block1.input = {"query": "testing"} + + mock_tool_block2 = Mock() + mock_tool_block2.type = "tool_use" + mock_tool_block2.name = "search_course_content" + mock_tool_block2.id = "tool_456" + mock_tool_block2.input = {"query": "development"} + + initial_response = Mock() + initial_response.content = [mock_tool_block1, mock_tool_block2] + + final_response = Mock() + final_response.content = [Mock(text="Multiple tools executed")] + ai_generator_with_mock.client.messages.create.return_value = final_response + + base_params = { + "messages": [ + {"role": "user", "content": "Tell me about testing and development"} + ], + "system": "Test system prompt", + } + + result = ai_generator_with_mock._handle_tool_execution( + initial_response, base_params, tool_manager + ) + + assert result == "Multiple tools executed" + + def test_conversation_history_integration(self, ai_generator_with_mock): + """Test that conversation history is properly integrated""" + mock_response = Mock() + mock_response.content = [Mock(text="Response with history")] + mock_response.stop_reason = "end_turn" + ai_generator_with_mock.client.messages.create.return_value = mock_response + + history = "User: Hello\nAssistant: Hi there!" + result = ai_generator_with_mock.generate_response( + "How are you?", conversation_history=history + ) + + assert result == "Response with history" + + # Verify system prompt includes history + call_args = ai_generator_with_mock.client.messages.create.call_args + system_content = call_args.kwargs["system"] + assert history in system_content + + def test_api_parameters_structure(self, ai_generator_with_mock, tool_manager): + """Test that API parameters are structured correctly""" + mock_response = Mock() + mock_response.content = [Mock(text="Test response")] + mock_response.stop_reason = "end_turn" + ai_generator_with_mock.client.messages.create.return_value = mock_response + + tools = tool_manager.get_tool_definitions() + ai_generator_with_mock.generate_response( + "Test query", tools=tools, tool_manager=tool_manager + ) + + call_args = ai_generator_with_mock.client.messages.create.call_args + params = call_args.kwargs + + # Verify required parameters + assert "model" in params + assert "messages" in params + assert "system" in params + assert "temperature" in params + assert "max_tokens" in params + + # Verify tools parameters when tools are provided + assert "tools" in params + assert "tool_choice" in params + assert params["tool_choice"]["type"] == "auto" + + def test_sequential_tool_calling_two_rounds( + self, ai_generator_with_mock, tool_manager + ): + """Test sequential tool calling across two rounds""" + # Mock tool blocks for round 1 + mock_tool_block1 = Mock() + mock_tool_block1.type = "tool_use" + mock_tool_block1.name = "get_course_outline" + mock_tool_block1.id = "tool_1" + mock_tool_block1.input = {"course_name": "MCP Basics"} + + # Mock tool blocks for round 2 + mock_tool_block2 = Mock() + mock_tool_block2.type = "tool_use" + mock_tool_block2.name = "search_course_content" + mock_tool_block2.id = "tool_2" + mock_tool_block2.input = {"query": "lesson 4 topic"} + + # Round 1 response with tool use + round1_response = Mock() + round1_response.content = [mock_tool_block1] + round1_response.stop_reason = "tool_use" + + # Round 2 response with tool use + round2_response = Mock() + round2_response.content = [mock_tool_block2] + round2_response.stop_reason = "tool_use" + + # Final response without tool use + final_response = Mock() + final_response.content = [ + Mock(text="Found courses discussing the same topic as lesson 4") + ] + + ai_generator_with_mock.client.messages.create.side_effect = [ + round1_response, + round2_response, + final_response, + ] + + tools = tool_manager.get_tool_definitions() + result = ai_generator_with_mock.generate_response( + "Find courses discussing the same topic as lesson 4 of MCP Basics", + tools=tools, + tool_manager=tool_manager, + ) + + assert result == "Found courses discussing the same topic as lesson 4" + # Should be called 3 times: round 1, round 2, final response + assert ai_generator_with_mock.client.messages.create.call_count == 3 + + def test_sequential_tool_calling_early_termination( + self, ai_generator_with_mock, tool_manager + ): + """Test that conversation stops early when Claude doesn't use tools""" + # Round 1 response without tool use + round1_response = Mock() + round1_response.content = [Mock(text="This is a general knowledge question")] + round1_response.stop_reason = "end_turn" + + ai_generator_with_mock.client.messages.create.return_value = round1_response + + tools = tool_manager.get_tool_definitions() + result = ai_generator_with_mock.generate_response( + "What is artificial intelligence?", tools=tools, tool_manager=tool_manager + ) + + assert result == "This is a general knowledge question" + # Should only be called once + assert ai_generator_with_mock.client.messages.create.call_count == 1 + + def test_sequential_tool_calling_max_rounds( + self, ai_generator_with_mock, tool_manager + ): + """Test that conversation stops after max rounds (2)""" + # Mock tool block + mock_tool_block = Mock() + mock_tool_block.type = "tool_use" + mock_tool_block.name = "search_course_content" + mock_tool_block.id = "tool_123" + mock_tool_block.input = {"query": "testing"} + + # Both round 1 and round 2 responses use tools + tool_response = Mock() + tool_response.content = [mock_tool_block] + tool_response.stop_reason = "tool_use" + + # Final response after max rounds + final_response = Mock() + final_response.content = [Mock(text="Final response after 2 tool rounds")] + + ai_generator_with_mock.client.messages.create.side_effect = [ + tool_response, + tool_response, + final_response, + ] + + tools = tool_manager.get_tool_definitions() + result = ai_generator_with_mock.generate_response( + "Complex query requiring multiple tools", + tools=tools, + tool_manager=tool_manager, + ) + + assert result == "Final response after 2 tool rounds" + # Should be called 3 times: 2 tool rounds + 1 final + assert ai_generator_with_mock.client.messages.create.call_count == 3 + + def test_sequential_tool_calling_with_tool_error( + self, ai_generator_with_mock, tool_manager + ): + """Test graceful handling of tool errors in sequential calling""" + # Mock tool block + mock_tool_block = Mock() + mock_tool_block.type = "tool_use" + mock_tool_block.name = "search_course_content" + mock_tool_block.id = "tool_123" + mock_tool_block.input = {"query": "testing"} + + # Round 1 with tool use + round1_response = Mock() + round1_response.content = [mock_tool_block] + round1_response.stop_reason = "tool_use" + + # Final response + final_response = Mock() + final_response.content = [Mock(text="Response despite tool error")] + + # Mock tool manager to raise exception + tool_manager.execute_tool.side_effect = Exception("Tool execution failed") + + ai_generator_with_mock.client.messages.create.side_effect = [ + round1_response, + final_response, + ] + + tools = tool_manager.get_tool_definitions() + result = ai_generator_with_mock.generate_response( + "Query with failing tools", tools=tools, tool_manager=tool_manager + ) + + assert result == "Response despite tool error" + # Should continue despite tool error + assert ai_generator_with_mock.client.messages.create.call_count == 2 + + def test_error_handling_in_tool_execution(self, ai_generator_with_mock): + """Test error handling during tool execution""" + # Create mock tool manager that raises exception + mock_tool_manager = Mock() + mock_tool_manager.execute_tool.side_effect = Exception("Tool execution failed") + + mock_tool_block = Mock() + mock_tool_block.type = "tool_use" + mock_tool_block.name = "search_course_content" + mock_tool_block.id = "tool_123" + mock_tool_block.input = {"query": "testing"} + + initial_response = Mock() + initial_response.content = [mock_tool_block] + + final_response = Mock() + final_response.content = [Mock(text="Error handled")] + ai_generator_with_mock.client.messages.create.return_value = final_response + + base_params = { + "messages": [{"role": "user", "content": "Test"}], + "system": "Test system", + } + + # This should not raise an exception + try: + result = ai_generator_with_mock._handle_tool_execution( + initial_response, base_params, mock_tool_manager + ) + # If we get here, the error was handled gracefully + assert result == "Error handled" + except Exception as e: + # If an exception is raised, it should be handled properly + pytest.fail(f"Tool execution error was not handled: {e}") + + +class TestAIGeneratorIntegration: + """Integration tests for AIGenerator with real tool manager""" + + def test_real_tool_integration(self, tool_manager): + """Test AIGenerator with real tools (mocking only Anthropic API)""" + with patch("anthropic.Anthropic") as mock_anthropic: + # Setup mock responses for tool use scenario + mock_tool_block = Mock() + mock_tool_block.type = "tool_use" + mock_tool_block.name = "search_course_content" + mock_tool_block.id = "tool_123" + mock_tool_block.input = {"query": "testing"} + + initial_response = Mock() + initial_response.content = [mock_tool_block] + initial_response.stop_reason = "tool_use" + + final_response = Mock() + final_response.content = [Mock(text="Integration test complete")] + + mock_client = Mock() + mock_client.messages.create.side_effect = [initial_response, final_response] + mock_anthropic.return_value = mock_client + + generator = AIGenerator("test-key", "test-model") + tools = tool_manager.get_tool_definitions() + + result = generator.generate_response( + "Tell me about testing", tools=tools, tool_manager=tool_manager + ) + + assert result == "Integration test complete" + assert mock_client.messages.create.call_count == 2 diff --git a/backend/tests/test_api_endpoints.py b/backend/tests/test_api_endpoints.py new file mode 100644 index 00000000..0ffa104b --- /dev/null +++ b/backend/tests/test_api_endpoints.py @@ -0,0 +1,196 @@ +import pytest +import json +from fastapi.testclient import TestClient +from unittest.mock import patch + +@pytest.mark.api +class TestAPIEndpoints: + """Test suite for API endpoints""" + + def test_root_endpoint(self, test_client): + """Test the root endpoint returns correct response""" + response = test_client.get("/") + assert response.status_code == 200 + assert response.json() == {"message": "Course Materials RAG System Test API"} + + def test_create_new_session(self, test_client): + """Test creating a new session""" + response = test_client.post("/api/session/new") + assert response.status_code == 200 + data = response.json() + assert "session_id" in data + assert data["session_id"] == "test-session-123" + + def test_create_new_session_with_previous_id(self, test_client, mock_rag_system): + """Test creating a new session while clearing previous one""" + response = test_client.post("/api/session/new?prev_session_id=old-session-456") + assert response.status_code == 200 + data = response.json() + assert "session_id" in data + assert data["session_id"] == "test-session-123" + + # Verify clear_session was called with the previous session ID + mock_rag_system.session_manager.clear_session.assert_called_once_with("old-session-456") + + def test_query_endpoint_with_session_id(self, test_client): + """Test querying with provided session ID""" + query_data = { + "query": "What is machine learning?", + "session_id": "existing-session-789" + } + response = test_client.post("/api/query", json=query_data) + assert response.status_code == 200 + + data = response.json() + assert "answer" in data + assert "sources" in data + assert "session_id" in data + assert data["answer"] == "Test answer from the RAG system" + assert data["session_id"] == "existing-session-789" + assert len(data["sources"]) == 1 + assert data["sources"][0]["text"] == "Test source content" + assert data["sources"][0]["link"] == "https://example.com/test" + + def test_query_endpoint_without_session_id(self, test_client, mock_rag_system): + """Test querying without session ID (should create new session)""" + query_data = { + "query": "Explain neural networks" + } + response = test_client.post("/api/query", json=query_data) + assert response.status_code == 200 + + data = response.json() + assert "answer" in data + assert "sources" in data + assert "session_id" in data + assert data["session_id"] == "test-session-123" # From mock + + # Verify create_session was called + mock_rag_system.session_manager.create_session.assert_called() + + def test_query_endpoint_invalid_data(self, test_client): + """Test query endpoint with invalid data""" + # Missing required query field + response = test_client.post("/api/query", json={}) + assert response.status_code == 422 # Validation error + + def test_query_endpoint_empty_query(self, test_client): + """Test query endpoint with empty query string""" + query_data = {"query": ""} + response = test_client.post("/api/query", json=query_data) + assert response.status_code == 200 # Should still work with empty query + + def test_courses_endpoint(self, test_client): + """Test getting course statistics""" + response = test_client.get("/api/courses") + assert response.status_code == 200 + + data = response.json() + assert "total_courses" in data + assert "course_titles" in data + assert data["total_courses"] == 2 + assert data["course_titles"] == ["Test Course 1", "Test Course 2"] + + @patch('app.rag_system') + def test_query_endpoint_error_handling(self, mock_rag_patch, test_client): + """Test error handling in query endpoint""" + # Make the mock RAG system raise an exception + test_client.app.state.rag_system.query.side_effect = Exception("Test error") + + query_data = {"query": "What is AI?"} + response = test_client.post("/api/query", json=query_data) + assert response.status_code == 500 + assert "Test error" in response.json()["detail"] + + @patch('app.rag_system') + def test_courses_endpoint_error_handling(self, mock_rag_patch, test_client): + """Test error handling in courses endpoint""" + # Make the mock RAG system raise an exception + test_client.app.state.rag_system.get_course_analytics.side_effect = Exception("Analytics error") + + response = test_client.get("/api/courses") + assert response.status_code == 500 + assert "Analytics error" in response.json()["detail"] + + @patch('app.rag_system') + def test_session_endpoint_error_handling(self, mock_rag_patch, test_client): + """Test error handling in session creation endpoint""" + # Make the session manager raise an exception + test_client.app.state.rag_system.session_manager.create_session.side_effect = Exception("Session error") + + response = test_client.post("/api/session/new") + assert response.status_code == 500 + assert "Session error" in response.json()["detail"] + + def test_query_with_string_sources(self, test_client, mock_rag_system): + """Test query handling when sources are strings (legacy format)""" + # Configure mock to return string sources instead of dict sources + mock_rag_system.query.return_value = ( + "Test answer", + ["String source 1", "String source 2"] + ) + + query_data = {"query": "Test query"} + response = test_client.post("/api/query", json=query_data) + assert response.status_code == 200 + + data = response.json() + assert len(data["sources"]) == 2 + assert data["sources"][0]["text"] == "String source 1" + assert data["sources"][0]["link"] is None + assert data["sources"][1]["text"] == "String source 2" + assert data["sources"][1]["link"] is None + + def test_query_with_mixed_sources(self, test_client, mock_rag_system): + """Test query handling with mixed source formats""" + # Configure mock to return mixed sources + mock_rag_system.query.return_value = ( + "Test answer", + [ + {"text": "Dict source with link", "link": "https://example.com"}, + "String source without link", + {"text": "Dict source without link"} + ] + ) + + query_data = {"query": "Test query"} + response = test_client.post("/api/query", json=query_data) + assert response.status_code == 200 + + data = response.json() + assert len(data["sources"]) == 3 + assert data["sources"][0]["text"] == "Dict source with link" + assert data["sources"][0]["link"] == "https://example.com" + assert data["sources"][1]["text"] == "String source without link" + assert data["sources"][1]["link"] is None + assert data["sources"][2]["text"] == "Dict source without link" + assert data["sources"][2]["link"] is None + + def test_content_type_validation(self, test_client): + """Test that endpoints require proper content type""" + # Test with form data instead of JSON + response = test_client.post("/api/query", data={"query": "test"}) + assert response.status_code == 422 # Should fail validation + + # Test with proper JSON + response = test_client.post("/api/query", json={"query": "test"}) + assert response.status_code == 200 + + def test_response_models(self, test_client): + """Test that responses match expected Pydantic models""" + # Test query response structure + query_data = {"query": "Test query"} + response = test_client.post("/api/query", json=query_data) + data = response.json() + + required_fields = {"answer", "sources", "session_id"} + assert required_fields.issubset(data.keys()) + + # Test courses response structure + response = test_client.get("/api/courses") + data = response.json() + + required_fields = {"total_courses", "course_titles"} + assert required_fields.issubset(data.keys()) + assert isinstance(data["total_courses"], int) + assert isinstance(data["course_titles"], list) \ No newline at end of file diff --git a/backend/tests/test_rag_system.py b/backend/tests/test_rag_system.py new file mode 100644 index 00000000..9efac10e --- /dev/null +++ b/backend/tests/test_rag_system.py @@ -0,0 +1,326 @@ +import shutil +import tempfile +from unittest.mock import MagicMock, Mock, patch + +import pytest +from rag_system import RAGSystem +from vector_store import SearchResults + + +class TestRAGSystem: + """Test suite for RAG system query handling""" + + def test_rag_system_initialization(self, test_config): + """Test RAG system initializes all components""" + rag = RAGSystem(test_config) + + assert rag.config is not None + assert rag.document_processor is not None + assert rag.vector_store is not None + assert rag.ai_generator is not None + assert rag.session_manager is not None + assert rag.tool_manager is not None + assert rag.search_tool is not None + assert rag.outline_tool is not None + + def test_query_without_session(self, rag_system): + """Test query processing without session ID""" + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "Test response" + + response, sources = rag_system.query("What is testing?") + + assert response == "Test response" + assert isinstance(sources, list) + mock_generate.assert_called_once() + + def test_query_with_session(self, rag_system): + """Test query processing with session ID""" + session_id = "test-session-123" + + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "Test response with session" + + response, sources = rag_system.query("What is testing?", session_id) + + assert response == "Test response with session" + mock_generate.assert_called_once() + + # Verify conversation history was passed + call_args = mock_generate.call_args + assert call_args is not None + + def test_query_with_tool_usage(self, rag_system): + """Test query that should trigger tool usage""" + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "Response based on search" + + # Mock tool manager to return some sources + with patch.object( + rag_system.tool_manager, "get_last_sources" + ) as mock_sources: + mock_sources.return_value = [ + { + "text": "Test Course - Lesson 1", + "link": "https://example.com/lesson1", + } + ] + + response, sources = rag_system.query( + "Tell me about testing in the course" + ) + + assert response == "Response based on search" + assert len(sources) == 1 + assert sources[0]["text"] == "Test Course - Lesson 1" + + def test_query_error_handling(self, rag_system): + """Test error handling during query processing""" + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.side_effect = Exception("AI generation failed") + + # Should handle error gracefully + with pytest.raises(Exception): + rag_system.query("What is testing?") + + def test_add_course_document_success(self, rag_system, tmp_path): + """Test successful addition of course document""" + # Create test file + test_file = tmp_path / "test_course.txt" + test_content = """Course: Test Course +Instructor: Test Teacher + +Lesson 1: Introduction +This is lesson 1 content. + +Lesson 2: Advanced Topics +This is lesson 2 content.""" + + test_file.write_text(test_content) + + course, chunk_count = rag_system.add_course_document(str(test_file)) + + assert course is not None + assert chunk_count > 0 + assert course.title == "Test Course" + + def test_add_course_document_nonexistent_file(self, rag_system): + """Test adding nonexistent course document""" + course, chunk_count = rag_system.add_course_document("nonexistent_file.txt") + + assert course is None + assert chunk_count == 0 + + def test_add_course_folder_success(self, rag_system, tmp_path): + """Test successful addition of course folder""" + # Create test files + test_file1 = tmp_path / "course1.txt" + test_file1.write_text("Course: Course 1\nLesson 1: Intro\nContent here") + + test_file2 = tmp_path / "course2.txt" + test_file2.write_text("Course: Course 2\nLesson 1: Intro\nContent here") + + courses_added, chunks_added = rag_system.add_course_folder(str(tmp_path)) + + assert courses_added >= 0 # May be 0 if courses already exist + assert chunks_added >= 0 + + def test_add_course_folder_clear_existing(self, rag_system, tmp_path): + """Test adding course folder with clear existing data""" + test_file = tmp_path / "course.txt" + test_file.write_text("Course: New Course\nLesson 1: Intro\nContent here") + + courses_added, chunks_added = rag_system.add_course_folder( + str(tmp_path), clear_existing=True + ) + + assert courses_added >= 0 + assert chunks_added >= 0 + + def test_add_course_folder_nonexistent_folder(self, rag_system): + """Test adding nonexistent course folder""" + courses_added, chunks_added = rag_system.add_course_folder("nonexistent_folder") + + assert courses_added == 0 + assert chunks_added == 0 + + def test_get_course_analytics(self, rag_system): + """Test course analytics retrieval""" + analytics = rag_system.get_course_analytics() + + assert isinstance(analytics, dict) + assert "total_courses" in analytics + assert "course_titles" in analytics + assert isinstance(analytics["total_courses"], int) + assert isinstance(analytics["course_titles"], list) + + def test_session_management_integration(self, rag_system): + """Test session management integration""" + session_id = "test-session-456" + + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "First response" + + # First query + rag_system.query("First question", session_id) + + mock_generate.return_value = "Second response" + + # Second query - should have history + rag_system.query("Second question", session_id) + + # Verify second call had conversation history + assert mock_generate.call_count == 2 + second_call_args = mock_generate.call_args_list[1] + assert "conversation_history" in second_call_args.kwargs + + def test_tools_integration(self, rag_system): + """Test tools are properly integrated""" + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "Tool-based response" + + rag_system.query("Content-related question") + + # Verify tools were passed to AI generator + call_args = mock_generate.call_args + assert "tools" in call_args.kwargs + assert "tool_manager" in call_args.kwargs + assert call_args.kwargs["tools"] is not None + assert call_args.kwargs["tool_manager"] is not None + + def test_sources_reset_after_query(self, rag_system): + """Test that sources are reset after each query""" + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "Response" + + # Mock tool manager to track reset calls + with patch.object(rag_system.tool_manager, "reset_sources") as mock_reset: + rag_system.query("Test question") + mock_reset.assert_called_once() + + +class TestRAGSystemConfigIssues: + """Test RAG system behavior with configuration issues""" + + def test_max_results_zero_issue(self, test_config): + """Test RAG system behavior when MAX_RESULTS is 0""" + # Set MAX_RESULTS to 0 (current issue in config) + test_config.MAX_RESULTS = 0 + rag = RAGSystem(test_config) + + with patch.object(rag.ai_generator, "generate_response") as mock_generate: + mock_generate.return_value = "No results due to config" + + response, sources = rag.query("Tell me about testing") + + # Should still work but may have issues with search + assert isinstance(response, str) + assert isinstance(sources, list) + + def test_empty_api_key(self, test_config): + """Test RAG system with empty API key""" + test_config.ANTHROPIC_API_KEY = "" + + # Should initialize without error (API calls will fail later) + rag = RAGSystem(test_config) + assert rag.ai_generator is not None + + def test_invalid_chroma_path(self, test_config): + """Test RAG system with invalid ChromaDB path""" + # Set invalid path + test_config.CHROMA_PATH = "/invalid/path/that/does/not/exist" + + # Should still initialize (ChromaDB will create the path) + rag = RAGSystem(test_config) + assert rag.vector_store is not None + + +class TestRAGSystemEndToEnd: + """End-to-end integration tests""" + + def test_complete_query_flow_mocked(self, rag_system): + """Test complete query flow with mocked external dependencies""" + session_id = "e2e-test-session" + + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + # Mock AI to return a response that would come from tool usage + mock_generate.return_value = ( + "Based on the course content, testing involves..." + ) + + # Mock tool manager to return realistic sources + with patch.object( + rag_system.tool_manager, "get_last_sources" + ) as mock_sources: + mock_sources.return_value = [ + { + "text": "Test Course - Lesson 1", + "link": "https://example.com/lesson1", + }, + { + "text": "Test Course - Lesson 2", + "link": "https://example.com/lesson2", + }, + ] + + # Execute query + response, sources = rag_system.query( + "What is software testing?", session_id + ) + + # Verify response + assert isinstance(response, str) + assert len(response) > 0 + assert "testing" in response.lower() + + # Verify sources + assert isinstance(sources, list) + assert len(sources) == 2 + assert sources[0]["text"] == "Test Course - Lesson 1" + assert sources[0]["link"] == "https://example.com/lesson1" + + # Verify AI generator was called with proper parameters + call_args = mock_generate.call_args + assert call_args is not None + assert "tools" in call_args.kwargs + assert "tool_manager" in call_args.kwargs + + def test_query_failure_scenarios(self, rag_system): + """Test various query failure scenarios""" + # Test with AI generation failure + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.side_effect = Exception("API Error") + + with pytest.raises(Exception): + rag_system.query("Test question") + + # Test with tool execution failure + with patch.object(rag_system.tool_manager, "execute_tool") as mock_execute: + mock_execute.side_effect = Exception("Tool Error") + + with patch.object( + rag_system.ai_generator, "generate_response" + ) as mock_generate: + mock_generate.return_value = "Fallback response" + + # Should still work if AI handles tool errors gracefully + response, sources = rag_system.query("Test question") + assert isinstance(response, str) diff --git a/backend/tests/test_search_tools.py b/backend/tests/test_search_tools.py new file mode 100644 index 00000000..a03df55c --- /dev/null +++ b/backend/tests/test_search_tools.py @@ -0,0 +1,201 @@ +from unittest.mock import Mock, patch + +import pytest +from search_tools import CourseSearchTool, ToolManager +from vector_store import SearchResults + + +class TestCourseSearchTool: + """Test suite for CourseSearchTool execute method""" + + def test_execute_successful_search(self, course_search_tool): + """Test successful search execution""" + result = course_search_tool.execute("testing") + + # Should not be empty and should contain formatted results + assert result != "" + assert isinstance(result, str) + assert "Test Course" in result + + def test_execute_with_course_filter(self, course_search_tool): + """Test search with course name filter""" + result = course_search_tool.execute("testing", course_name="Test Course") + + assert result != "" + assert "Test Course" in result + + def test_execute_with_lesson_filter(self, course_search_tool): + """Test search with lesson number filter""" + result = course_search_tool.execute("testing", lesson_number=1) + + assert result != "" + assert "Lesson 1" in result + + def test_execute_with_both_filters(self, course_search_tool): + """Test search with both course and lesson filters""" + result = course_search_tool.execute( + "testing", course_name="Test Course", lesson_number=1 + ) + + assert result != "" + assert "Test Course" in result + assert "Lesson 1" in result + + def test_execute_no_results_found(self, course_search_tool): + """Test when search returns no results""" + result = course_search_tool.execute("nonexistent_topic") + + # Should return a "not found" message + assert "No relevant content found" in result + + def test_execute_course_not_found(self, course_search_tool): + """Test when specified course doesn't exist""" + result = course_search_tool.execute("testing", course_name="Nonexistent Course") + + # Should return course not found message + assert "No course found matching" in result + + def test_execute_stores_sources(self, course_search_tool): + """Test that execute stores sources for later retrieval""" + # Clear any existing sources + course_search_tool.last_sources = [] + + result = course_search_tool.execute("testing") + + # Should have stored sources + assert len(course_search_tool.last_sources) > 0 + + # Sources should have proper structure + for source in course_search_tool.last_sources: + assert isinstance(source, dict) + assert "text" in source + assert "link" in source + + def test_execute_with_zero_max_results(self, vector_store): + """Test behavior when max_results is 0 (current config issue)""" + # Create tool with vector store that has 0 max_results + vector_store.max_results = 0 + tool = CourseSearchTool(vector_store) + + result = tool.execute("testing") + + # With 0 max_results, should return no results + assert "No relevant content found" in result or result == "" + + def test_format_results_with_links(self, course_search_tool): + """Test that _format_results properly formats with lesson links""" + # Create mock search results + mock_results = SearchResults( + documents=["Test content 1", "Test content 2"], + metadata=[ + {"course_title": "Test Course", "lesson_number": 1}, + {"course_title": "Test Course", "lesson_number": 2}, + ], + distances=[0.1, 0.2], + ) + + formatted = course_search_tool._format_results(mock_results) + + assert "[Test Course - Lesson 1]" in formatted + assert "[Test Course - Lesson 2]" in formatted + assert "Test content 1" in formatted + assert "Test content 2" in formatted + + def test_get_tool_definition(self, course_search_tool): + """Test tool definition structure""" + definition = course_search_tool.get_tool_definition() + + assert definition["name"] == "search_course_content" + assert "description" in definition + assert "input_schema" in definition + assert "properties" in definition["input_schema"] + assert "query" in definition["input_schema"]["properties"] + assert "required" in definition["input_schema"] + assert "query" in definition["input_schema"]["required"] + + +class TestToolManager: + """Test suite for ToolManager""" + + def test_register_tool(self, course_search_tool): + """Test tool registration""" + tm = ToolManager() + tm.register_tool(course_search_tool) + + assert "search_course_content" in tm.tools + + def test_get_tool_definitions(self, tool_manager): + """Test getting all tool definitions""" + definitions = tool_manager.get_tool_definitions() + + assert len(definitions) > 0 + assert isinstance(definitions, list) + + # Should contain search tool definition + search_def = next( + (d for d in definitions if d["name"] == "search_course_content"), None + ) + assert search_def is not None + + def test_execute_tool(self, tool_manager): + """Test executing tool through manager""" + result = tool_manager.execute_tool("search_course_content", query="testing") + + assert isinstance(result, str) + assert result != "" + + def test_execute_nonexistent_tool(self, tool_manager): + """Test executing tool that doesn't exist""" + result = tool_manager.execute_tool("nonexistent_tool", query="testing") + + assert "not found" in result + + def test_get_last_sources(self, tool_manager): + """Test retrieving sources from last search""" + # Execute a search to generate sources + tool_manager.execute_tool("search_course_content", query="testing") + + sources = tool_manager.get_last_sources() + + assert isinstance(sources, list) + # Should have sources if search was successful + if sources: # Only test structure if sources exist + for source in sources: + assert isinstance(source, dict) + assert "text" in source + + def test_reset_sources(self, tool_manager): + """Test resetting sources""" + # Execute a search to generate sources + tool_manager.execute_tool("search_course_content", query="testing") + + # Reset sources + tool_manager.reset_sources() + + sources = tool_manager.get_last_sources() + assert len(sources) == 0 + + +class TestSearchToolsIntegration: + """Integration tests for search tools""" + + def test_end_to_end_search_flow(self, tool_manager): + """Test complete search flow from tool manager to results""" + # Execute search + result = tool_manager.execute_tool( + "search_course_content", query="testing", course_name="Test Course" + ) + + # Verify result + assert isinstance(result, str) + assert result != "" + + # Verify sources were captured + sources = tool_manager.get_last_sources() + assert isinstance(sources, list) + + # If sources exist, verify structure + if sources: + for source in sources: + assert "text" in source + assert "link" in source diff --git a/backend/tests/test_vector_store.py b/backend/tests/test_vector_store.py new file mode 100644 index 00000000..e506bd97 --- /dev/null +++ b/backend/tests/test_vector_store.py @@ -0,0 +1,203 @@ +import pytest +from models import Course, CourseChunk, Lesson +from vector_store import SearchResults, VectorStore + + +class TestVectorStore: + """Test suite for VectorStore search functionality""" + + def test_search_with_normal_max_results(self, vector_store): + """Test search with normal max_results setting""" + # Ensure max_results is set to a reasonable value + vector_store.max_results = 5 + + # Add some test data + course = Course( + title="Search Test Course", + lessons=[Lesson(lesson_number=1, title="Test Lesson")], + ) + chunks = [ + CourseChunk( + content="This is test content about testing", + course_title="Search Test Course", + lesson_number=1, + chunk_index=0, + ) + ] + + vector_store.add_course_metadata(course) + vector_store.add_course_content(chunks) + + # Perform search + results = vector_store.search("testing") + + assert not results.is_empty() + assert len(results.documents) > 0 + assert results.error is None + + def test_search_with_zero_max_results(self, vector_store): + """Test search with zero max_results (current config issue)""" + # Set max_results to 0 to simulate the config issue + vector_store.max_results = 0 + + # Add some test data + course = Course( + title="Zero Results Test Course", + lessons=[Lesson(lesson_number=1, title="Test Lesson")], + ) + chunks = [ + CourseChunk( + content="This is test content", + course_title="Zero Results Test Course", + lesson_number=1, + chunk_index=0, + ) + ] + + vector_store.add_course_metadata(course) + vector_store.add_course_content(chunks) + + # Perform search - should return empty results due to limit=0 + results = vector_store.search("test") + + # With max_results=0, search should return no results + assert results.is_empty() or len(results.documents) == 0 + + def test_search_with_explicit_limit(self, vector_store): + """Test search with explicitly provided limit""" + # Add test data + course = Course( + title="Explicit Limit Test Course", + lessons=[Lesson(lesson_number=1, title="Test Lesson")], + ) + chunks = [ + CourseChunk( + content=f"Test content {i}", + course_title="Explicit Limit Test Course", + lesson_number=1, + chunk_index=i, + ) + for i in range(10) + ] + + vector_store.add_course_metadata(course) + vector_store.add_course_content(chunks) + + # Search with explicit limit should override max_results + results = vector_store.search("test", limit=3) + + assert not results.is_empty() + assert len(results.documents) <= 3 + + def test_search_course_name_resolution(self, populated_vector_store): + """Test course name resolution in search""" + results = populated_vector_store.search("test", course_name="Test Course") + + # Should find the course and return results + if not results.is_empty(): + for metadata in results.metadata: + assert metadata.get("course_title") == "Test Course" + + def test_search_nonexistent_course(self, populated_vector_store): + """Test search for nonexistent course""" + results = populated_vector_store.search( + "test", course_name="Nonexistent Course" + ) + + # Should return error about course not found + assert results.error is not None + assert "No course found matching" in results.error + + def test_search_with_lesson_filter(self, populated_vector_store): + """Test search with lesson number filter""" + results = populated_vector_store.search("test", lesson_number=1) + + if not results.is_empty(): + for metadata in results.metadata: + assert metadata.get("lesson_number") == 1 + + def test_get_existing_course_titles(self, populated_vector_store): + """Test getting existing course titles""" + titles = populated_vector_store.get_existing_course_titles() + + assert isinstance(titles, list) + assert "Test Course" in titles + + def test_get_course_count(self, populated_vector_store): + """Test getting course count""" + count = populated_vector_store.get_course_count() + + assert isinstance(count, int) + assert count >= 1 # At least the test course + + def test_get_lesson_link(self, populated_vector_store): + """Test getting lesson link""" + link = populated_vector_store.get_lesson_link("Test Course", 1) + + # Should return the link or None + assert link is None or isinstance(link, str) + + def test_clear_all_data(self, vector_store): + """Test clearing all vector store data""" + # Add some data first + course = Course(title="Temp Course", lessons=[]) + vector_store.add_course_metadata(course) + + # Verify data exists + count_before = vector_store.get_course_count() + assert count_before > 0 + + # Clear data + vector_store.clear_all_data() + + # Verify data is cleared + count_after = vector_store.get_course_count() + assert count_after == 0 + + +class TestSearchResults: + """Test SearchResults utility class""" + + def test_from_chroma_with_results(self): + """Test creating SearchResults from ChromaDB results""" + chroma_results = { + "documents": [["doc1", "doc2"]], + "metadatas": [[{"key": "value1"}, {"key": "value2"}]], + "distances": [[0.1, 0.2]], + } + + results = SearchResults.from_chroma(chroma_results) + + assert len(results.documents) == 2 + assert len(results.metadata) == 2 + assert len(results.distances) == 2 + assert results.error is None + + def test_from_chroma_empty_results(self): + """Test creating SearchResults from empty ChromaDB results""" + chroma_results = {"documents": [[]], "metadatas": [[]], "distances": [[]]} + + results = SearchResults.from_chroma(chroma_results) + + assert len(results.documents) == 0 + assert len(results.metadata) == 0 + assert len(results.distances) == 0 + assert results.error is None + + def test_empty_with_error(self): + """Test creating empty SearchResults with error""" + results = SearchResults.empty("Test error message") + + assert results.is_empty() + assert results.error == "Test error message" + assert len(results.documents) == 0 + + def test_is_empty_method(self): + """Test is_empty method""" + # Empty results + empty_results = SearchResults([], [], []) + assert empty_results.is_empty() + + # Non-empty results + non_empty_results = SearchResults(["doc"], [{"key": "value"}], [0.1]) + assert not non_empty_results.is_empty() diff --git a/backend/vector_store.py b/backend/vector_store.py index 390abe71..972110ec 100644 --- a/backend/vector_store.py +++ b/backend/vector_store.py @@ -1,267 +1,327 @@ +from dataclasses import dataclass +from typing import Any, Dict, List, Optional + import chromadb from chromadb.config import Settings -from typing import List, Dict, Any, Optional -from dataclasses import dataclass -from models import Course, CourseChunk +from logging_config import get_logger +from models import Document, DocumentChunk from sentence_transformers import SentenceTransformer +logger = get_logger(__name__) + + @dataclass class SearchResults: """Container for search results with metadata""" + documents: List[str] metadata: List[Dict[str, Any]] distances: List[float] error: Optional[str] = None - + @classmethod - def from_chroma(cls, chroma_results: Dict) -> 'SearchResults': + def from_chroma(cls, chroma_results: Dict) -> "SearchResults": """Create SearchResults from ChromaDB query results""" return cls( - documents=chroma_results['documents'][0] if chroma_results['documents'] else [], - metadata=chroma_results['metadatas'][0] if chroma_results['metadatas'] else [], - distances=chroma_results['distances'][0] if chroma_results['distances'] else [] + documents=( + chroma_results["documents"][0] if chroma_results["documents"] else [] + ), + metadata=( + chroma_results["metadatas"][0] if chroma_results["metadatas"] else [] + ), + distances=( + chroma_results["distances"][0] if chroma_results["distances"] else [] + ), ) - + @classmethod - def empty(cls, error_msg: str) -> 'SearchResults': + def empty(cls, error_msg: str) -> "SearchResults": """Create empty results with error message""" return cls(documents=[], metadata=[], distances=[], error=error_msg) - + def is_empty(self) -> bool: """Check if results are empty""" return len(self.documents) == 0 + class VectorStore: - """Vector storage using ChromaDB for course content and metadata""" - + """Vector storage using ChromaDB for document content and metadata""" + def __init__(self, chroma_path: str, embedding_model: str, max_results: int = 5): + logger.info( + f"Initializing VectorStore - path: {chroma_path}, model: {embedding_model}, max_results: {max_results}" + ) self.max_results = max_results + # Initialize ChromaDB client + logger.debug("Setting up ChromaDB client") self.client = chromadb.PersistentClient( - path=chroma_path, - settings=Settings(anonymized_telemetry=False) + path=chroma_path, settings=Settings(anonymized_telemetry=False) ) - + # Set up sentence transformer embedding function - self.embedding_function = chromadb.utils.embedding_functions.SentenceTransformerEmbeddingFunction( - model_name=embedding_model + logger.debug(f"Loading embedding model: {embedding_model}") + self.embedding_function = ( + chromadb.utils.embedding_functions.SentenceTransformerEmbeddingFunction( + model_name=embedding_model + ) ) - + # Create collections for different types of data - self.course_catalog = self._create_collection("course_catalog") # Course titles/instructors - self.course_content = self._create_collection("course_content") # Actual course material - + logger.debug("Creating/accessing ChromaDB collections") + self.document_catalog = self._create_collection( + "document_catalog" + ) # Document titles/instructors + self.document_content = self._create_collection( + "document_content" + ) # Actual document material + logger.info("VectorStore initialization complete") + def _create_collection(self, name: str): """Create or get a ChromaDB collection""" return self.client.get_or_create_collection( - name=name, - embedding_function=self.embedding_function + name=name, embedding_function=self.embedding_function ) - - def search(self, - query: str, - course_name: Optional[str] = None, - lesson_number: Optional[int] = None, - limit: Optional[int] = None) -> SearchResults: + + def search( + self, + query: str, + document_name: Optional[str] = None, + section_number: Optional[int] = None, + limit: Optional[int] = None, + ) -> SearchResults: """ - Main search interface that handles course resolution and content search. - + Main search interface that handles document resolution and content search. + Args: - query: What to search for in course content - course_name: Optional course name/title to filter by - lesson_number: Optional lesson number to filter by + query: What to search for in document content + document_name: Optional document name/title to filter by + section_number: Optional section number to filter by limit: Maximum results to return - + Returns: SearchResults object with documents and metadata """ - # Step 1: Resolve course name if provided - course_title = None - if course_name: - course_title = self._resolve_course_name(course_name) - if not course_title: - return SearchResults.empty(f"No course found matching '{course_name}'") - + # Step 1: Resolve document name if provided + document_title = None + if document_name: + document_title = self._resolve_document_name(document_name) + if not document_title: + return SearchResults.empty(f"No document found matching '{document_name}'") + # Step 2: Build filter for content search - filter_dict = self._build_filter(course_title, lesson_number) - - # Step 3: Search course content - # Use provided limit or fall back to configured max_results + filter_dict = self._build_filter(document_title, section_number) + + # Step 3: Search document content + # Use provided limit or fall back to configured max_results, ensure it's at least 1 search_limit = limit if limit is not None else self.max_results - + if search_limit <= 0: + search_limit = 5 # Fallback to reasonable default + try: - results = self.course_content.query( - query_texts=[query], - n_results=search_limit, - where=filter_dict + results = self.document_content.query( + query_texts=[query], n_results=search_limit, where=filter_dict ) return SearchResults.from_chroma(results) except Exception as e: return SearchResults.empty(f"Search error: {str(e)}") - - def _resolve_course_name(self, course_name: str) -> Optional[str]: - """Use vector search to find best matching course by name""" + + def _resolve_document_name(self, document_name: str) -> Optional[str]: + """Use vector search to find best matching document by name""" try: - results = self.course_catalog.query( - query_texts=[course_name], - n_results=1 - ) - - if results['documents'][0] and results['metadatas'][0]: + results = self.document_catalog.query(query_texts=[document_name], n_results=1) + + if results["documents"][0] and results["metadatas"][0]: # Return the title (which is now the ID) - return results['metadatas'][0][0]['title'] + return results["metadatas"][0][0]["title"] except Exception as e: - print(f"Error resolving course name: {e}") - + print(f"Error resolving document name: {e}") + return None - - def _build_filter(self, course_title: Optional[str], lesson_number: Optional[int]) -> Optional[Dict]: + + def _build_filter( + self, document_title: Optional[str], section_number: Optional[int] + ) -> Optional[Dict]: """Build ChromaDB filter from search parameters""" - if not course_title and lesson_number is None: + if not document_title and section_number is None: return None - + # Handle different filter combinations - if course_title and lesson_number is not None: - return {"$and": [ - {"course_title": course_title}, - {"lesson_number": lesson_number} - ]} - - if course_title: - return {"course_title": course_title} - - return {"lesson_number": lesson_number} - - def add_course_metadata(self, course: Course): - """Add course information to the catalog for semantic search""" + if document_title and section_number is not None: + return { + "$and": [ + {"document_title": document_title}, + {"section_number": section_number}, + ] + } + + if document_title: + return {"document_title": document_title} + + return {"section_number": section_number} + + def add_document_metadata(self, document: Document): + """Add document information to the catalog for semantic search""" import json - course_text = course.title - - # Build lessons metadata and serialize as JSON string - lessons_metadata = [] - for lesson in course.lessons: - lessons_metadata.append({ - "lesson_number": lesson.lesson_number, - "lesson_title": lesson.title, - "lesson_link": lesson.lesson_link - }) - - self.course_catalog.add( - documents=[course_text], - metadatas=[{ - "title": course.title, - "instructor": course.instructor, - "course_link": course.course_link, - "lessons_json": json.dumps(lessons_metadata), # Serialize as JSON string - "lesson_count": len(course.lessons) - }], - ids=[course.title] + logger.info(f"Adding document metadata to catalog: '{document.title}'") + document_text = document.title + + # Build sections metadata and serialize as JSON string + sections_metadata = [] + for section in document.sections: + sections_metadata.append( + { + "section_number": section.section_number, + "section_title": section.title, + "section_link": section.section_link, + } + ) + + sections_with_links = sum(1 for section in document.sections if section.section_link) + logger.debug( + f"Document '{document.title}': {len(document.sections)} sections, {sections_with_links} with links" + ) + + metadata = { + "title": document.title, + "instructor": document.instructor, + "document_link": document.document_link, + "sections_json": json.dumps(sections_metadata), # Serialize as JSON string + "section_count": len(document.sections), + } + + logger.debug(f"Adding to document_catalog collection: id='{document.title}'") + self.document_catalog.add( + documents=[document_text], metadatas=[metadata], ids=[document.title] ) - - def add_course_content(self, chunks: List[CourseChunk]): - """Add course content chunks to the vector store""" + logger.info(f"Successfully added document metadata for: '{document.title}'") + + def add_document_content(self, chunks: List[DocumentChunk]): + """Add document content chunks to the vector store""" if not chunks: + logger.debug("No chunks to add to document content") return - + + logger.info(f"Adding {len(chunks)} content chunks to vector store") + document_title = chunks[0].document_title if chunks else "Unknown" + logger.debug(f"Document: '{document_title}' - Processing {len(chunks)} chunks") + documents = [chunk.content for chunk in chunks] - metadatas = [{ - "course_title": chunk.course_title, - "lesson_number": chunk.lesson_number, - "chunk_index": chunk.chunk_index - } for chunk in chunks] + metadatas = [ + { + "document_title": chunk.document_title, + "section_number": chunk.section_number, + "chunk_index": chunk.chunk_index, + } + for chunk in chunks + ] # Use title with chunk index for unique IDs - ids = [f"{chunk.course_title.replace(' ', '_')}_{chunk.chunk_index}" for chunk in chunks] - - self.course_content.add( - documents=documents, - metadatas=metadatas, - ids=ids + ids = [ + f"{chunk.document_title.replace(' ', '_')}_{chunk.chunk_index}" + for chunk in chunks + ] + + logger.debug( + f"Adding chunks to document_content collection with IDs: {ids[0]}...{ids[-1]}" + ) + self.document_content.add(documents=documents, metadatas=metadatas, ids=ids) + logger.info( + f"Successfully added {len(chunks)} chunks for document: '{document_title}'" ) - + def clear_all_data(self): """Clear all data from both collections""" + logger.warning("Clearing all data from vector store collections") try: - self.client.delete_collection("course_catalog") - self.client.delete_collection("course_content") + logger.debug("Deleting document_catalog collection") + self.client.delete_collection("document_catalog") + logger.debug("Deleting document_content collection") + self.client.delete_collection("document_content") # Recreate collections - self.course_catalog = self._create_collection("course_catalog") - self.course_content = self._create_collection("course_content") + logger.debug("Recreating collections") + self.document_catalog = self._create_collection("document_catalog") + self.document_content = self._create_collection("document_content") + logger.info("Successfully cleared and recreated all collections") except Exception as e: - print(f"Error clearing data: {e}") - - def get_existing_course_titles(self) -> List[str]: - """Get all existing course titles from the vector store""" + logger.error(f"Error clearing data: {e}") + raise + + def get_existing_document_titles(self) -> List[str]: + """Get all existing document titles from the vector store""" try: # Get all documents from the catalog - results = self.course_catalog.get() - if results and 'ids' in results: - return results['ids'] + results = self.document_catalog.get() + if results and "ids" in results: + return results["ids"] return [] except Exception as e: - print(f"Error getting existing course titles: {e}") + print(f"Error getting existing document titles: {e}") return [] - - def get_course_count(self) -> int: - """Get the total number of courses in the vector store""" + + def get_document_count(self) -> int: + """Get the total number of documents in the vector store""" try: - results = self.course_catalog.get() - if results and 'ids' in results: - return len(results['ids']) + results = self.document_catalog.get() + if results and "ids" in results: + return len(results["ids"]) return 0 except Exception as e: - print(f"Error getting course count: {e}") + print(f"Error getting document count: {e}") return 0 - - def get_all_courses_metadata(self) -> List[Dict[str, Any]]: - """Get metadata for all courses in the vector store""" + + def get_all_documents_metadata(self) -> List[Dict[str, Any]]: + """Get metadata for all documents in the vector store""" import json + try: - results = self.course_catalog.get() - if results and 'metadatas' in results: - # Parse lessons JSON for each course + results = self.document_catalog.get() + if results and "metadatas" in results: + # Parse sections JSON for each document parsed_metadata = [] - for metadata in results['metadatas']: - course_meta = metadata.copy() - if 'lessons_json' in course_meta: - course_meta['lessons'] = json.loads(course_meta['lessons_json']) - del course_meta['lessons_json'] # Remove the JSON string version - parsed_metadata.append(course_meta) + for metadata in results["metadatas"]: + document_meta = metadata.copy() + if "sections_json" in document_meta: + document_meta["sections"] = json.loads(document_meta["sections_json"]) + del document_meta[ + "sections_json" + ] # Remove the JSON string version + parsed_metadata.append(document_meta) return parsed_metadata return [] except Exception as e: - print(f"Error getting courses metadata: {e}") + print(f"Error getting documents metadata: {e}") return [] - def get_course_link(self, course_title: str) -> Optional[str]: - """Get course link for a given course title""" + def get_document_link(self, document_title: str) -> Optional[str]: + """Get document link for a given document title""" try: - # Get course by ID (title is the ID) - results = self.course_catalog.get(ids=[course_title]) - if results and 'metadatas' in results and results['metadatas']: - metadata = results['metadatas'][0] - return metadata.get('course_link') + # Get document by ID (title is the ID) + results = self.document_catalog.get(ids=[document_title]) + if results and "metadatas" in results and results["metadatas"]: + metadata = results["metadatas"][0] + return metadata.get("document_link") return None except Exception as e: - print(f"Error getting course link: {e}") + print(f"Error getting document link: {e}") return None - - def get_lesson_link(self, course_title: str, lesson_number: int) -> Optional[str]: - """Get lesson link for a given course title and lesson number""" + + def get_section_link(self, document_title: str, section_number: int) -> Optional[str]: + """Get section link for a given document title and section number""" import json + try: - # Get course by ID (title is the ID) - results = self.course_catalog.get(ids=[course_title]) - if results and 'metadatas' in results and results['metadatas']: - metadata = results['metadatas'][0] - lessons_json = metadata.get('lessons_json') - if lessons_json: - lessons = json.loads(lessons_json) - # Find the lesson with matching number - for lesson in lessons: - if lesson.get('lesson_number') == lesson_number: - return lesson.get('lesson_link') + # Get document by ID (title is the ID) + results = self.document_catalog.get(ids=[document_title]) + if results and "metadatas" in results and results["metadatas"]: + metadata = results["metadatas"][0] + sections_json = metadata.get("sections_json") + if sections_json: + sections = json.loads(sections_json) + # Find the section with matching number + for section in sections: + if section.get("section_number") == section_number: + return section.get("section_link") return None except Exception as e: - print(f"Error getting lesson link: {e}") - \ No newline at end of file + print(f"Error getting section link: {e}") diff --git a/check-quality.ps1 b/check-quality.ps1 new file mode 100644 index 00000000..8d06e527 --- /dev/null +++ b/check-quality.ps1 @@ -0,0 +1,53 @@ +# Quality Check Script (Dry-run) +# Checks code quality without making changes + +Write-Host "Running quality checks (dry-run)..." -ForegroundColor Green + +# Check if we're in the right directory +if (-not (Test-Path "pyproject.toml")) { + Write-Host "Error: pyproject.toml not found. Please run from project root." -ForegroundColor Red + exit 1 +} + +# Check import sorting +Write-Host "1. Checking import order..." -ForegroundColor Yellow +uv run isort backend/ main.py --check-only --diff +$isort_result = $LASTEXITCODE + +# Check code formatting +Write-Host "`n2. Checking code formatting..." -ForegroundColor Yellow +uv run black backend/ main.py --check --diff +$black_result = $LASTEXITCODE + +# Check code style +Write-Host "`n3. Checking code style..." -ForegroundColor Yellow +uv run flake8 backend/ main.py --max-line-length=88 --extend-ignore=E203,W503 +$flake8_result = $LASTEXITCODE + +# Summary +Write-Host "`n--- Quality Check Summary ---" -ForegroundColor Blue +if ($isort_result -eq 0) { + Write-Host "✓ Import order: PASSED" -ForegroundColor Green +} else { + Write-Host "✗ Import order: NEEDS ATTENTION" -ForegroundColor Red +} + +if ($black_result -eq 0) { + Write-Host "✓ Code formatting: PASSED" -ForegroundColor Green +} else { + Write-Host "✗ Code formatting: NEEDS ATTENTION" -ForegroundColor Red +} + +if ($flake8_result -eq 0) { + Write-Host "✓ Code style: PASSED" -ForegroundColor Green +} else { + Write-Host "⚠ Code style: HAS WARNINGS" -ForegroundColor Yellow +} + +if ($isort_result -eq 0 -and $black_result -eq 0) { + Write-Host "`nAll quality checks passed!" -ForegroundColor Green + exit 0 +} else { + Write-Host "`nRun format.ps1 to fix formatting issues." -ForegroundColor Yellow + exit 1 +} \ No newline at end of file diff --git a/dl-ragchatbot.code-workspace b/dl-ragchatbot.code-workspace new file mode 100644 index 00000000..2584f714 --- /dev/null +++ b/dl-ragchatbot.code-workspace @@ -0,0 +1,32 @@ +{ + "folders": [ + { + "name": "RAG Chatbot", + "path": "." + } + ], + "settings": { + "python.defaultInterpreterPath": "./.venv/Scripts/python.exe", + "python.terminal.activateEnvironment": true, + "terminal.integrated.cwd": "${workspaceFolder}", + "files.associations": { + "*.txt": "plaintext", + "*.pdf": "pdf" + }, + "search.exclude": { + "**/chroma_db/**": true, + "**/.uv/**": true, + "**/uv.lock": true + } + }, + "extensions": { + "recommendations": [ + "ms-python.python", + "ms-python.flake8", + "ms-python.black-formatter", + "ms-python.isort", + "ms-toolsai.jupyter", + "humao.rest-client" + ] + } +} diff --git a/docs/on_hold/data_analysis_data_visualization_report.docx b/docs/on_hold/data_analysis_data_visualization_report.docx new file mode 100644 index 00000000..c0886e1f Binary files /dev/null and b/docs/on_hold/data_analysis_data_visualization_report.docx differ diff --git a/docs/on_hold/data_visualization_methodology.docx b/docs/on_hold/data_visualization_methodology.docx new file mode 100644 index 00000000..c8bbd699 Binary files /dev/null and b/docs/on_hold/data_visualization_methodology.docx differ diff --git a/docs/on_hold/q3_data_visualization_analysis.docx b/docs/on_hold/q3_data_visualization_analysis.docx new file mode 100644 index 00000000..da2fb061 Binary files /dev/null and b/docs/on_hold/q3_data_visualization_analysis.docx differ diff --git a/extensions.json b/extensions.json new file mode 100644 index 00000000..bbfc673b --- /dev/null +++ b/extensions.json @@ -0,0 +1,15 @@ +{ + "recommendations": [ + "ms-python.python", + "ms-python.flake8", + "ms-python.black-formatter", + "ms-python.isort", + "ms-toolsai.jupyter", + "ms-vscode.vscode-json", + "bradlc.vscode-tailwindcss", + "esbenp.prettier-vscode", + "ms-vscode.live-server", + "humao.rest-client", + "ms-python.debugpy" + ] +} \ No newline at end of file diff --git a/format.ps1 b/format.ps1 new file mode 100644 index 00000000..5ced5bb1 --- /dev/null +++ b/format.ps1 @@ -0,0 +1,36 @@ +# Code Quality Check Script +# Runs formatting and linting tools for the RAG chatbot project + +Write-Host "Running code quality checks..." -ForegroundColor Green + +# Check if we're in the right directory +if (-not (Test-Path "pyproject.toml")) { + Write-Host "Error: pyproject.toml not found. Please run from project root." -ForegroundColor Red + exit 1 +} + +# Run isort to sort imports +Write-Host "1. Sorting imports with isort..." -ForegroundColor Yellow +uv run isort backend/ main.py +if ($LASTEXITCODE -ne 0) { + Write-Host "Error: isort failed" -ForegroundColor Red + exit 1 +} + +# Run black to format code +Write-Host "2. Formatting code with black..." -ForegroundColor Yellow +uv run black backend/ main.py +if ($LASTEXITCODE -ne 0) { + Write-Host "Error: black formatting failed" -ForegroundColor Red + exit 1 +} + +# Run flake8 to check for style issues +Write-Host "3. Checking code style with flake8..." -ForegroundColor Yellow +uv run flake8 backend/ main.py --max-line-length=88 --extend-ignore=E203,W503 +if ($LASTEXITCODE -ne 0) { + Write-Host "Warning: flake8 found style issues" -ForegroundColor Yellow + # Don't exit on flake8 warnings, just warn +} + +Write-Host "Code quality checks completed!" -ForegroundColor Green \ No newline at end of file diff --git a/frontend-changes.md b/frontend-changes.md new file mode 100644 index 00000000..1f71263c --- /dev/null +++ b/frontend-changes.md @@ -0,0 +1,30 @@ +# Frontend Changes: Dark/Light Theme Toggle + +## Overview +Added a dark/light theme toggle button to the Course Materials Assistant interface, allowing users to switch between dark and light themes with smooth transitions and persistent theme preferences. + +## Files Modified + +### 1. `frontend/index.html` +- **Header Structure Updated**: Modified the header to include a theme toggle button positioned in the top-right corner +- **Theme Toggle Button**: Added a button with sun/moon SVG icons that switch visibility based on the current theme +- **Accessibility**: Included proper ARIA labels for screen reader support + +### 2. `frontend/style.css` +- **Light Theme Variables**: Added comprehensive light theme CSS custom properties +- **Theme Toggle Button Styles**: Responsive hover and focus states with smooth animations +- **Smooth Transitions**: Added global transition properties for seamless theme switching +- **Header Display**: Changed header from hidden to flex layout + +### 3. `frontend/script.js` +- **Theme Management Functions**: Complete theme switching logic with localStorage persistence +- **Event Listeners**: Added click and keyboard event listeners for accessibility +- **Initialization**: Loads saved theme preference on page load + +## Features Implemented +- ✅ Icon-based toggle button with sun/moon SVG icons +- ✅ Smooth 0.3s transitions between themes +- ✅ localStorage persistence for user preferences +- ✅ Full keyboard accessibility support +- ✅ WCAG compliant light and dark themes +EOF < /dev/null diff --git a/frontend/index.html b/frontend/index.html index f8e25a62..614148c6 100644 --- a/frontend/index.html +++ b/frontend/index.html @@ -1,81 +1,138 @@ - - - - - - - Course Materials Assistant - - - + + + + + + + RAG Chatbot + + +
-
-

Course Materials Assistant

-

Ask questions about courses, instructors, and content

-
+
+ +
-
- -
-
+ +
+
+ Try asking: +
+ + + + + +
+
+
+ + +
+
+
+
+ + +
+
+
+ + - - \ No newline at end of file + + diff --git a/frontend/script.js b/frontend/script.js index 562a8a36..6bb3754f 100644 --- a/frontend/script.js +++ b/frontend/script.js @@ -1,104 +1,147 @@ // API base URL - use relative path to work from any host -const API_URL = '/api'; +const API_URL = '/api' // Global state -let currentSessionId = null; +let currentSessionId = null // DOM elements -let chatMessages, chatInput, sendButton, totalCourses, courseTitles; +let chatMessages, chatInput, sendButton, totalDocuments, documentTitles, themeToggle // Initialize document.addEventListener('DOMContentLoaded', () => { - // Get DOM elements after page loads - chatMessages = document.getElementById('chatMessages'); - chatInput = document.getElementById('chatInput'); - sendButton = document.getElementById('sendButton'); - totalCourses = document.getElementById('totalCourses'); - courseTitles = document.getElementById('courseTitles'); - - setupEventListeners(); - createNewSession(); - loadCourseStats(); -}); + // Get DOM elements after page loads + chatMessages = document.getElementById('chatMessages') + chatInput = document.getElementById('chatInput') + sendButton = document.getElementById('sendButton') + totalDocuments = document.getElementById('totalDocuments') + documentTitles = document.getElementById('documentTitles') + themeToggle = document.getElementById('themeToggle') + + setupEventListeners() + initializeTheme() + createNewSession() + loadDocumentStats() + + // New Chat button logic + const newChatButton = document.getElementById('newChatButton') + if (newChatButton) { + newChatButton.addEventListener('click', async () => { + try { + // Call backend to create new session and clear previous one + const response = await fetch(`${API_URL}/session/new`, { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ prev_session_id: currentSessionId }), + }) + if (!response.ok) throw new Error('Failed to start new chat') + const data = await response.json() + currentSessionId = data.session_id + chatMessages.innerHTML = '' + addMessage( + 'Welcome to the Document Materials Assistant! I can help you with questions about documents, sections and specific content. What would you like to know?', + 'assistant', + null, + true + ) + chatInput.value = '' + chatInput.disabled = false + sendButton.disabled = false + chatInput.focus() + } catch (error) { + chatMessages.innerHTML = '' + addMessage('Error: Could not start a new chat session.', 'assistant') + } + }) + } +}) // Event Listeners function setupEventListeners() { - // Chat functionality - sendButton.addEventListener('click', sendMessage); - chatInput.addEventListener('keypress', (e) => { - if (e.key === 'Enter') sendMessage(); - }); - - - // Suggested questions - document.querySelectorAll('.suggested-item').forEach(button => { - button.addEventListener('click', (e) => { - const question = e.target.getAttribute('data-question'); - chatInput.value = question; - sendMessage(); - }); - }); -} + // Chat functionality + sendButton.addEventListener('click', sendMessage) + chatInput.addEventListener('keypress', (e) => { + if (e.key === 'Enter') sendMessage() + }) + // Theme toggle functionality + if (themeToggle) { + themeToggle.addEventListener('click', toggleTheme) + // Support keyboard navigation + themeToggle.addEventListener('keypress', (e) => { + if (e.key === 'Enter' || e.key === ' ') { + e.preventDefault() + toggleTheme() + } + }) + } + + // Suggested questions + document.querySelectorAll('.suggested-item').forEach((button) => { + button.addEventListener('click', (e) => { + const question = e.target.getAttribute('data-question') + chatInput.value = question + sendMessage() + }) + }) +} // Chat Functions async function sendMessage() { - const query = chatInput.value.trim(); - if (!query) return; - - // Disable input - chatInput.value = ''; - chatInput.disabled = true; - sendButton.disabled = true; - - // Add user message - addMessage(query, 'user'); - - // Add loading message - create a unique container for it - const loadingMessage = createLoadingMessage(); - chatMessages.appendChild(loadingMessage); - chatMessages.scrollTop = chatMessages.scrollHeight; - - try { - const response = await fetch(`${API_URL}/query`, { - method: 'POST', - headers: { - 'Content-Type': 'application/json', - }, - body: JSON.stringify({ - query: query, - session_id: currentSessionId - }) - }); - - if (!response.ok) throw new Error('Query failed'); - - const data = await response.json(); - - // Update session ID if new - if (!currentSessionId) { - currentSessionId = data.session_id; - } - - // Replace loading message with response - loadingMessage.remove(); - addMessage(data.answer, 'assistant', data.sources); - - } catch (error) { - // Replace loading message with error - loadingMessage.remove(); - addMessage(`Error: ${error.message}`, 'assistant'); - } finally { - chatInput.disabled = false; - sendButton.disabled = false; - chatInput.focus(); + const query = chatInput.value.trim() + if (!query) return + + // Disable input + chatInput.value = '' + chatInput.disabled = true + sendButton.disabled = true + + // Add user message + addMessage(query, 'user') + + // Add loading message - create a unique container for it + const loadingMessage = createLoadingMessage() + chatMessages.appendChild(loadingMessage) + chatMessages.scrollTop = chatMessages.scrollHeight + + try { + const response = await fetch(`${API_URL}/query`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + query: query, + session_id: currentSessionId, + }), + }) + + if (!response.ok) throw new Error('Query failed') + + const data = await response.json() + + // Update session ID if new + if (!currentSessionId) { + currentSessionId = data.session_id } + + // Replace loading message with response + loadingMessage.remove() + addMessage(data.answer, 'assistant', data.sources) + } catch (error) { + // Replace loading message with error + loadingMessage.remove() + addMessage(`Error: ${error.message}`, 'assistant') + } finally { + chatInput.disabled = false + sendButton.disabled = false + chatInput.focus() + } } function createLoadingMessage() { - const messageDiv = document.createElement('div'); - messageDiv.className = 'message assistant'; - messageDiv.innerHTML = ` + const messageDiv = document.createElement('div') + messageDiv.className = 'message assistant' + messageDiv.innerHTML = `
@@ -106,86 +149,130 @@ function createLoadingMessage() {
- `; - return messageDiv; + ` + return messageDiv } function addMessage(content, type, sources = null, isWelcome = false) { - const messageId = Date.now(); - const messageDiv = document.createElement('div'); - messageDiv.className = `message ${type}${isWelcome ? ' welcome-message' : ''}`; - messageDiv.id = `message-${messageId}`; - - // Convert markdown to HTML for assistant messages - const displayContent = type === 'assistant' ? marked.parse(content) : escapeHtml(content); - - let html = `
${displayContent}
`; - - if (sources && sources.length > 0) { - html += ` + const messageId = Date.now() + const messageDiv = document.createElement('div') + messageDiv.className = `message ${type}${isWelcome ? ' welcome-message' : ''}` + messageDiv.id = `message-${messageId}` + + // Convert markdown to HTML for assistant messages + const displayContent = + type === 'assistant' ? marked.parse(content) : escapeHtml(content) + + let html = `
${displayContent}
` + + if (sources && sources.length > 0) { + // Process sources to handle both string and object formats + const processedSources = sources.map(source => { + if (typeof source === 'object' && source.text && source.link) { + // Source with embedded link + return `${source.text}` + } else if (typeof source === 'string') { + // Legacy string-only source + return source + } + return source + }) + + html += `
Sources -
${sources.join(', ')}
+
${processedSources.join(', ')}
- `; - } - - messageDiv.innerHTML = html; - chatMessages.appendChild(messageDiv); - chatMessages.scrollTop = chatMessages.scrollHeight; - - return messageId; + ` + } + + messageDiv.innerHTML = html + chatMessages.appendChild(messageDiv) + chatMessages.scrollTop = chatMessages.scrollHeight + + return messageId } // Helper function to escape HTML for user messages function escapeHtml(text) { - const div = document.createElement('div'); - div.textContent = text; - return div.innerHTML; + const div = document.createElement('div') + div.textContent = text + return div.innerHTML } // Removed removeMessage function - no longer needed since we handle loading differently async function createNewSession() { - currentSessionId = null; - chatMessages.innerHTML = ''; - addMessage('Welcome to the Course Materials Assistant! I can help you with questions about courses, lessons and specific content. What would you like to know?', 'assistant', null, true); + currentSessionId = null + chatMessages.innerHTML = '' + addMessage( + 'Welcome to the Document Materials Assistant! I can help you with questions about documents, sections and specific content. What would you like to know?', + 'assistant', + null, + true + ) } -// Load course statistics -async function loadCourseStats() { - try { - console.log('Loading course stats...'); - const response = await fetch(`${API_URL}/courses`); - if (!response.ok) throw new Error('Failed to load course stats'); - - const data = await response.json(); - console.log('Course data received:', data); - - // Update stats in UI - if (totalCourses) { - totalCourses.textContent = data.total_courses; - } - - // Update course titles - if (courseTitles) { - if (data.course_titles && data.course_titles.length > 0) { - courseTitles.innerHTML = data.course_titles - .map(title => `
${title}
`) - .join(''); - } else { - courseTitles.innerHTML = 'No courses available'; - } - } - - } catch (error) { - console.error('Error loading course stats:', error); - // Set default values on error - if (totalCourses) { - totalCourses.textContent = '0'; - } - if (courseTitles) { - courseTitles.innerHTML = 'Failed to load courses'; - } +// Load document statistics +async function loadDocumentStats() { + try { + console.log('Loading document stats...') + const response = await fetch(`${API_URL}/documents`) + if (!response.ok) throw new Error('Failed to load document stats') + + const data = await response.json() + console.log('Document data received:', data) + + // Update stats in UI + if (totalDocuments) { + totalDocuments.textContent = data.total_documents + } + + // Update document titles + if (documentTitles) { + if (data.document_titles && data.document_titles.length > 0) { + documentTitles.innerHTML = data.document_titles + .map((title) => `
${title}
`) + .join('') + } else { + documentTitles.innerHTML = + 'No documents available' + } + } + } catch (error) { + console.error('Error loading document stats:', error) + // Set default values on error + if (totalDocuments) { + totalDocuments.textContent = '0' } -} \ No newline at end of file + if (documentTitles) { + documentTitles.innerHTML = + 'Failed to load documents' + } + } +} + +// Theme Functions +function initializeTheme() { + // Check for saved theme preference or default to dark + const savedTheme = localStorage.getItem('theme') || 'dark' + setTheme(savedTheme) +} + +function toggleTheme() { + const currentTheme = document.documentElement.getAttribute('data-theme') || 'dark' + const newTheme = currentTheme === 'dark' ? 'light' : 'dark' + setTheme(newTheme) +} + +function setTheme(theme) { + document.documentElement.setAttribute('data-theme', theme) + localStorage.setItem('theme', theme) + + // Update button aria-label for accessibility + if (themeToggle) { + themeToggle.setAttribute('aria-label', + theme === 'light' ? 'Switch to dark theme' : 'Switch to light theme' + ) + } +} diff --git a/frontend/style.css b/frontend/style.css index 825d0367..15458324 100644 --- a/frontend/style.css +++ b/frontend/style.css @@ -1,248 +1,370 @@ +/* New Chat Button - Match other sidebar headers */ +.new-chat-header { + font-size: 0.875rem; + font-weight: 600; + color: var(--text-secondary); + cursor: pointer; + padding: 0.5rem 0; + border: none; + background: none; + list-style: none; + outline: none; + transition: color 0.2s ease; + text-transform: uppercase; + letter-spacing: 0.5px; + width: 100%; + text-align: left; +} + +.new-chat-header:focus, +.new-chat-header:hover { + color: var(--primary-color); +} + +.new-chat-header::before { + content: '▶'; + display: inline-block; + margin-right: 0.5rem; + transition: transform 0.2s ease; + font-size: 0.75rem; +} /* Modern CSS Reset */ -*, *::before, *::after { - box-sizing: border-box; - margin: 0; - padding: 0; +*, +*::before, +*::after { + box-sizing: border-box; + margin: 0; + padding: 0; } -/* CSS Variables */ +/* CSS Variables - Dark Theme (Default) */ :root { - --primary-color: #2563eb; - --primary-hover: #1d4ed8; - --background: #0f172a; - --surface: #1e293b; - --surface-hover: #334155; - --text-primary: #f1f5f9; - --text-secondary: #94a3b8; - --border-color: #334155; - --user-message: #2563eb; - --assistant-message: #374151; - --shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.3); - --radius: 12px; - --focus-ring: rgba(37, 99, 235, 0.2); - --welcome-bg: #1e3a5f; - --welcome-border: #2563eb; + --primary-color: #2563eb; + --primary-hover: #1d4ed8; + --background: #0f172a; + --surface: #1e293b; + --surface-hover: #334155; + --text-primary: #f1f5f9; + --text-secondary: #94a3b8; + --border-color: #334155; + --user-message: #2563eb; + --assistant-message: #374151; + --shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.3); + --radius: 12px; + --focus-ring: rgba(37, 99, 235, 0.2); + --welcome-bg: #1e3a5f; + --welcome-border: #2563eb; +} + +/* Light Theme Variables */ +[data-theme="light"] { + --primary-color: #2563eb; + --primary-hover: #1d4ed8; + --background: #ffffff; + --surface: #f8fafc; + --surface-hover: #f1f5f9; + --text-primary: #0f172a; + --text-secondary: #64748b; + --border-color: #e2e8f0; + --user-message: #2563eb; + --assistant-message: #f1f5f9; + --shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1); + --radius: 12px; + --focus-ring: rgba(37, 99, 235, 0.2); + --welcome-bg: #f0f9ff; + --welcome-border: #2563eb; +} + +/* Smooth Theme Transitions */ +* { + transition: background-color 0.3s ease, color 0.3s ease, border-color 0.3s ease, box-shadow 0.3s ease; } /* Base Styles */ body { - font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif; - background-color: var(--background); - color: var(--text-primary); - line-height: 1.6; - height: 100vh; - overflow: hidden; - margin: 0; - padding: 0; + font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, + 'Helvetica Neue', Arial, sans-serif; + background-color: var(--background); + color: var(--text-primary); + line-height: 1.6; + height: 100vh; + overflow: hidden; + margin: 0; + padding: 0; } /* Container - Full Screen */ .container { - height: 100vh; - width: 100vw; - display: flex; - flex-direction: column; - margin: 0; - padding: 0; + height: 100vh; + width: 100vw; + display: flex; + flex-direction: column; + margin: 0; + padding: 0; } -/* Header - Hidden */ +/* Header - Show with theme toggle */ header { - display: none; + display: flex; + justify-content: flex-end; + align-items: center; + padding: 1rem 2rem; + background: var(--surface); +} + + +/* Theme Toggle Button */ +.theme-toggle { + display: flex; + align-items: center; + justify-content: center; + width: 44px; + height: 44px; + background: var(--surface-hover); + border: 1px solid var(--border-color); + border-radius: 12px; + cursor: pointer; + transition: all 0.2s ease; + color: var(--text-primary); + outline: none; +} + +.theme-toggle:hover { + background: var(--border-color); + transform: translateY(-1px); + box-shadow: var(--shadow); +} + +.theme-toggle:focus { + box-shadow: 0 0 0 3px var(--focus-ring); +} + +.theme-toggle:active { + transform: translateY(0); +} + +/* Theme toggle icons */ +.theme-icon { + width: 20px; + height: 20px; + transition: all 0.3s ease; +} + +.theme-toggle .sun-icon { + display: none; } -header h1 { - font-size: 1.75rem; - font-weight: 700; - background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); - -webkit-background-clip: text; - -webkit-text-fill-color: transparent; - background-clip: text; - margin: 0; +.theme-toggle .moon-icon { + display: block; } -.subtitle { - font-size: 0.95rem; - color: var(--text-secondary); - margin-top: 0.5rem; +[data-theme="light"] .theme-toggle .sun-icon { + display: block; +} + +[data-theme="light"] .theme-toggle .moon-icon { + display: none; } /* Main Content Area with Sidebar */ .main-content { - flex: 1; - display: flex; - overflow: hidden; - background: var(--background); + flex: 1; + display: flex; + overflow: hidden; + background: var(--background); } /* Left Sidebar */ .sidebar { - width: 320px; - background: var(--surface); - border-right: 1px solid var(--border-color); - padding: 1.5rem; - overflow-y: auto; - flex-shrink: 0; + width: 320px; + background: var(--surface); + border-right: 1px solid var(--border-color); + padding: 1.5rem; + overflow-y: auto; + flex-shrink: 0; } /* Custom Scrollbar for Sidebar */ .sidebar::-webkit-scrollbar { - width: 8px; + width: 8px; } .sidebar::-webkit-scrollbar-track { - background: var(--surface); + background: var(--surface); } .sidebar::-webkit-scrollbar-thumb { - background: var(--border-color); - border-radius: 4px; + background: var(--border-color); + border-radius: 4px; } .sidebar::-webkit-scrollbar-thumb:hover { - background: var(--text-secondary); + background: var(--text-secondary); } .sidebar-section { - margin-bottom: 1.5rem; + margin-bottom: 1.5rem; } .sidebar-section:last-child { - margin-bottom: 0; + margin-bottom: 0; } /* Main Chat Area */ .chat-main { - flex: 1; - display: flex; - justify-content: center; - overflow: hidden; - padding: 0; - background: var(--background); + flex: 1; + display: flex; + justify-content: center; + overflow: hidden; + padding: 0; + background: var(--background); } /* Chat Container - Centered with Max Width */ .chat-container { - flex: 1; - display: flex; - flex-direction: column; - background: var(--background); - overflow: hidden; - width: 100%; - max-width: 800px; - margin: 0; + flex: 1; + display: flex; + flex-direction: column; + background: var(--background); + overflow: hidden; + width: 100%; + max-width: 800px; + margin: 0; } /* Chat Messages */ .chat-messages { - flex: 1; - overflow-y: auto; - padding: 2rem; - display: flex; - flex-direction: column; - gap: 1rem; - background: var(--background); + flex: 1; + overflow-y: auto; + padding: 2rem; + display: flex; + flex-direction: column; + gap: 1rem; + background: var(--background); } /* Custom Scrollbar */ .chat-messages::-webkit-scrollbar { - width: 8px; + width: 8px; } .chat-messages::-webkit-scrollbar-track { - background: var(--surface); + background: var(--surface); } .chat-messages::-webkit-scrollbar-thumb { - background: var(--border-color); - border-radius: 4px; + background: var(--border-color); + border-radius: 4px; } .chat-messages::-webkit-scrollbar-thumb:hover { - background: var(--text-secondary); + background: var(--text-secondary); } /* Message Styles */ .message { - max-width: 85%; - animation: fadeIn 0.3s ease-out; + max-width: 85%; + animation: fadeIn 0.3s ease-out; } @keyframes fadeIn { - from { - opacity: 0; - transform: translateY(10px); - } - to { - opacity: 1; - transform: translateY(0); - } + from { + opacity: 0; + transform: translateY(10px); + } + to { + opacity: 1; + transform: translateY(0); + } } .message.user { - align-self: flex-end; + align-self: flex-end; } .message.assistant { - align-self: flex-start; + align-self: flex-start; } .message-content { - padding: 0.75rem 1.25rem; - border-radius: 18px; - word-wrap: break-word; - line-height: 1.5; + padding: 0.75rem 1.25rem; + border-radius: 18px; + word-wrap: break-word; + line-height: 1.5; } .message.user .message-content { - background: var(--user-message); - color: white; - border-bottom-right-radius: 4px; + background: var(--user-message); + color: white; + border-bottom-right-radius: 4px; } .message.assistant .message-content { - background: var(--surface); - color: var(--text-primary); - border-bottom-left-radius: 4px; + background: var(--surface); + color: var(--text-primary); + border-bottom-left-radius: 4px; } /* Message metadata */ .message-meta { - font-size: 0.75rem; - color: var(--text-secondary); - margin-top: 0.25rem; - padding: 0 0.5rem; + font-size: 0.75rem; + color: var(--text-secondary); + margin-top: 0.25rem; + padding: 0 0.5rem; } .message.user .message-meta { - text-align: right; + text-align: right; } /* Collapsible Sources */ .sources-collapsible { - margin-top: 0.5rem; - font-size: 0.75rem; - color: var(--text-secondary); + margin-top: 0.5rem; + font-size: 0.75rem; + color: var(--text-secondary); } .sources-collapsible summary { - cursor: pointer; - padding: 0.25rem 0.5rem; - user-select: none; - font-weight: 500; + cursor: pointer; + padding: 0.25rem 0.5rem; + user-select: none; + font-weight: 500; } .sources-collapsible summary:hover { - color: var(--text-primary); + color: var(--text-primary); } .sources-collapsible[open] summary { - margin-bottom: 0.25rem; + margin-bottom: 0.25rem; } .sources-content { - padding: 0 0.5rem 0.25rem 1.5rem; - color: var(--text-secondary); + padding: 0 0.5rem 0.25rem 1.5rem; + color: var(--text-secondary); +} + +.sources-content a { + color: var(--primary-color); + text-decoration: none; + background: rgba(37, 99, 235, 0.08); + padding: 4px 8px; + border-radius: 6px; + border: 1px solid rgba(37, 99, 235, 0.2); + transition: all 0.2s ease; + display: inline-block; + margin: 2px; + font-weight: 500; + font-size: 0.8rem; + line-height: 1.4; +} + +.sources-content a:hover { + color: white; + background: var(--primary-color); + border-color: var(--primary-color); + transform: translateY(-1px); + box-shadow: 0 2px 8px rgba(37, 99, 235, 0.3); } /* Markdown formatting styles */ @@ -252,467 +374,477 @@ header h1 { .message-content h4, .message-content h5, .message-content h6 { - margin: 0.5rem 0; - font-weight: 600; + margin: 0.5rem 0; + font-weight: 600; } -.message-content h1 { font-size: 1.5rem; } -.message-content h2 { font-size: 1.3rem; } -.message-content h3 { font-size: 1.1rem; } +.message-content h1 { + font-size: 1.5rem; +} +.message-content h2 { + font-size: 1.3rem; +} +.message-content h3 { + font-size: 1.1rem; +} .message-content p { - margin: 0.5rem 0; - line-height: 1.6; + margin: 0.5rem 0; + line-height: 1.6; } .message-content ul, .message-content ol { - margin: 0.5rem 0; - padding-left: 1.5rem; + margin: 0.5rem 0; + padding-left: 1.5rem; } .message-content li { - margin: 0.25rem 0; - line-height: 1.6; + margin: 0.25rem 0; + line-height: 1.6; } .message-content code { - background-color: rgba(0, 0, 0, 0.2); - padding: 0.125rem 0.25rem; - border-radius: 3px; - font-family: 'Fira Code', 'Consolas', monospace; - font-size: 0.875em; + background-color: rgba(0, 0, 0, 0.2); + padding: 0.125rem 0.25rem; + border-radius: 3px; + font-family: 'Fira Code', 'Consolas', monospace; + font-size: 0.875em; } .message-content pre { - background-color: rgba(0, 0, 0, 0.2); - padding: 0.75rem; - border-radius: 4px; - overflow-x: auto; - margin: 0.5rem 0; + background-color: rgba(0, 0, 0, 0.2); + padding: 0.75rem; + border-radius: 4px; + overflow-x: auto; + margin: 0.5rem 0; } .message-content pre code { - background-color: transparent; - padding: 0; + background-color: transparent; + padding: 0; } .message-content blockquote { - border-left: 3px solid var(--primary); - padding-left: 1rem; - margin: 0.5rem 0; - color: var(--text-secondary); + border-left: 3px solid var(--primary); + padding-left: 1rem; + margin: 0.5rem 0; + color: var(--text-secondary); } /* Welcome message special styling */ .message.welcome-message .message-content { - background: var(--surface); - border: 2px solid var(--border-color); - box-shadow: 0 4px 16px rgba(0, 0, 0, 0.2); - position: relative; + background: var(--surface); + border: 2px solid var(--border-color); + box-shadow: 0 4px 16px rgba(0, 0, 0, 0.2); + position: relative; } .message-content strong { - font-weight: 600; + font-weight: 600; } .message-content em { - font-style: italic; + font-style: italic; } .message-content hr { - border: none; - border-top: 1px solid var(--border-color); - margin: 1rem 0; + border: none; + border-top: 1px solid var(--border-color); + margin: 1rem 0; } /* Chat Input Container */ .chat-input-container { - display: flex; - gap: 0.75rem; - padding: 1.5rem 2rem; - background: var(--background); - border-top: 1px solid var(--border-color); - flex-shrink: 0; + display: flex; + gap: 0.75rem; + padding: 1.5rem 2rem; + background: var(--background); + border-top: 1px solid var(--border-color); + flex-shrink: 0; } /* Chat Input */ #chatInput { - flex: 1; - padding: 0.875rem 1.25rem; - background: var(--surface); - border: 1px solid var(--border-color); - border-radius: 24px; - color: var(--text-primary); - font-size: 0.95rem; - transition: all 0.2s ease; + flex: 1; + padding: 0.875rem 1.25rem; + background: var(--surface); + border: 1px solid var(--border-color); + border-radius: 24px; + color: var(--text-primary); + font-size: 0.95rem; + transition: all 0.2s ease; } #chatInput:focus { - outline: none; - border-color: var(--primary-color); - box-shadow: 0 0 0 3px var(--focus-ring); + outline: none; + border-color: var(--primary-color); + box-shadow: 0 0 0 3px var(--focus-ring); } #chatInput::placeholder { - color: var(--text-secondary); + color: var(--text-secondary); } /* Send Button */ #sendButton { - padding: 0.75rem 1.25rem; - background: var(--primary-color); - color: white; - border: none; - border-radius: 24px; - cursor: pointer; - display: flex; - align-items: center; - justify-content: center; - transition: all 0.2s ease; - min-width: 52px; + padding: 0.75rem 1.25rem; + background: var(--primary-color); + color: white; + border: none; + border-radius: 24px; + cursor: pointer; + display: flex; + align-items: center; + justify-content: center; + transition: all 0.2s ease; + min-width: 52px; } #sendButton:focus { - outline: none; - box-shadow: 0 0 0 3px var(--focus-ring); + outline: none; + box-shadow: 0 0 0 3px var(--focus-ring); } #sendButton:hover:not(:disabled) { - background: var(--primary-hover); - transform: translateY(-1px); - box-shadow: 0 4px 12px rgba(37, 99, 235, 0.3); + background: var(--primary-hover); + transform: translateY(-1px); + box-shadow: 0 4px 12px rgba(37, 99, 235, 0.3); } #sendButton:active:not(:disabled) { - transform: translateY(0); + transform: translateY(0); } #sendButton:disabled { - opacity: 0.5; - cursor: not-allowed; + opacity: 0.5; + cursor: not-allowed; } /* Loading Animation */ .loading { - display: inline-flex; - gap: 4px; - padding: 0.75rem 1.25rem; + display: inline-flex; + gap: 4px; + padding: 0.75rem 1.25rem; } .loading span { - width: 8px; - height: 8px; - background: var(--text-secondary); - border-radius: 50%; - animation: bounce 1.4s infinite ease-in-out both; + width: 8px; + height: 8px; + background: var(--text-secondary); + border-radius: 50%; + animation: bounce 1.4s infinite ease-in-out both; } .loading span:nth-child(1) { - animation-delay: -0.32s; + animation-delay: -0.32s; } .loading span:nth-child(2) { - animation-delay: -0.16s; + animation-delay: -0.16s; } @keyframes bounce { - 0%, 80%, 100% { - transform: scale(0); - } - 40% { - transform: scale(1); - } + 0%, + 80%, + 100% { + transform: scale(0); + } + 40% { + transform: scale(1); + } } /* Error Message */ .error-message { - background: rgba(239, 68, 68, 0.1); - color: #f87171; - padding: 0.75rem 1.25rem; - border-radius: 8px; - border: 1px solid rgba(239, 68, 68, 0.2); - margin: 0.5rem 0; + background: rgba(239, 68, 68, 0.1); + color: #f87171; + padding: 0.75rem 1.25rem; + border-radius: 8px; + border: 1px solid rgba(239, 68, 68, 0.2); + margin: 0.5rem 0; } /* Success Message */ .success-message { - background: rgba(34, 197, 94, 0.1); - color: #4ade80; - padding: 0.75rem 1.25rem; - border-radius: 8px; - border: 1px solid rgba(34, 197, 94, 0.2); - margin: 0.5rem 0; + background: rgba(34, 197, 94, 0.1); + color: #4ade80; + padding: 0.75rem 1.25rem; + border-radius: 8px; + border: 1px solid rgba(34, 197, 94, 0.2); + margin: 0.5rem 0; } /* Sidebar Headers */ .stats-header, .suggested-header { - font-size: 0.875rem; - font-weight: 600; - color: var(--text-secondary); - cursor: pointer; - padding: 0.5rem 0; - border: none; - background: none; - list-style: none; - outline: none; - transition: color 0.2s ease; - text-transform: uppercase; - letter-spacing: 0.5px; + font-size: 0.875rem; + font-weight: 600; + color: var(--text-secondary); + cursor: pointer; + padding: 0.5rem 0; + border: none; + background: none; + list-style: none; + outline: none; + transition: color 0.2s ease; + text-transform: uppercase; + letter-spacing: 0.5px; } .stats-header:focus, .suggested-header:focus { - color: var(--primary-color); + color: var(--primary-color); } .stats-header:hover, .suggested-header:hover { - color: var(--primary-color); + color: var(--primary-color); } .stats-header::-webkit-details-marker, .suggested-header::-webkit-details-marker { - display: none; + display: none; } .stats-header::before, .suggested-header::before { - content: '▶'; - display: inline-block; - margin-right: 0.5rem; - transition: transform 0.2s ease; - font-size: 0.75rem; + content: '▶'; + display: inline-block; + margin-right: 0.5rem; + transition: transform 0.2s ease; + font-size: 0.75rem; } details[open] .stats-header::before, details[open] .suggested-header::before { - transform: rotate(90deg); + transform: rotate(90deg); } /* Course Stats in Sidebar */ -.course-stats { - display: flex; - flex-direction: column; - gap: 1rem; - padding: 0.75rem 0; - background: transparent; - border: none; +.document-stats { + display: flex; + flex-direction: column; + gap: 1rem; + padding: 0.75rem 0; + background: transparent; + border: none; } .stat-item { - text-align: left; - padding: 0.75rem; - background: var(--background); - border-radius: 8px; - border: 1px solid var(--border-color); - margin-bottom: 0.75rem; + text-align: left; + padding: 0.75rem; + background: var(--background); + border-radius: 8px; + border: 1px solid var(--border-color); + margin-bottom: 0.75rem; } .stat-item:last-child { - margin-bottom: 0; + margin-bottom: 0; } .stat-value { - display: inline-block; - font-size: 0.875rem; - font-weight: 600; - color: var(--primary-color); - margin-left: 0.5rem; + display: inline-block; + font-size: 0.875rem; + font-weight: 600; + color: var(--primary-color); + margin-left: 0.5rem; } .stat-label { - display: inline-block; - font-size: 0.875rem; - color: var(--text-secondary); - font-weight: 600; + display: inline-block; + font-size: 0.875rem; + color: var(--text-secondary); + font-weight: 600; } .stat-item:last-child .stat-label { - display: block; - margin-bottom: 0.5rem; + display: block; + margin-bottom: 0.5rem; } /* Course titles collapsible */ .course-titles-collapsible { - width: 100%; + width: 100%; } .course-titles-header { - cursor: pointer; - font-size: 0.875rem; - color: var(--text-secondary); - font-weight: 600; - padding: 0.5rem 0; - list-style: none; - display: block; - user-select: none; + cursor: pointer; + font-size: 0.875rem; + color: var(--text-secondary); + font-weight: 600; + padding: 0.5rem 0; + list-style: none; + display: block; + user-select: none; } .course-titles-header:focus { - outline: none; - color: var(--primary-color); + outline: none; + color: var(--primary-color); } .course-titles-header::-webkit-details-marker { - display: none; + display: none; } .course-titles-header::before { - content: '▶'; - display: inline-block; - margin-right: 0.5rem; - transition: transform 0.2s ease; - font-size: 0.75rem; + content: '▶'; + display: inline-block; + margin-right: 0.5rem; + transition: transform 0.2s ease; + font-size: 0.75rem; } .course-titles-collapsible[open] .course-titles-header::before { - transform: rotate(90deg); + transform: rotate(90deg); } /* Course titles display */ .course-titles { - margin-top: 0.5rem; - /* Remove max-height to show all titles without scrolling */ + margin-top: 0.5rem; + /* Remove max-height to show all titles without scrolling */ } -.course-title-item { - font-size: 0.85rem; - color: var(--text-primary); - padding: 0.5rem 0.25rem; - border-bottom: 1px solid var(--border-color); - text-transform: none; - line-height: 1.4; +.document-title-item { + font-size: 0.85rem; + color: var(--text-primary); + padding: 0.5rem 0.25rem; + border-bottom: 1px solid var(--border-color); + text-transform: none; + line-height: 1.4; } -.course-title-item:last-child { - border-bottom: none; +.document-title-item:last-child { + border-bottom: none; } -.course-title-item:first-child { - padding-top: 0.25rem; +.document-title-item:first-child { + padding-top: 0.25rem; } -.no-courses, .loading, .error { - font-size: 0.85rem; - color: var(--text-secondary); - font-style: italic; - text-transform: none; +.no-documents, +.loading, +.error { + font-size: 0.85rem; + color: var(--text-secondary); + font-style: italic; + text-transform: none; } /* Suggested Questions in Sidebar */ .suggested-items { - display: flex; - flex-direction: column; - gap: 0.5rem; - padding: 0.75rem 0; + display: flex; + flex-direction: column; + gap: 0.5rem; + padding: 0.75rem 0; } .suggested-item { - padding: 0.75rem 1rem; - background: var(--background); - border: 1px solid var(--border-color); - border-radius: 8px; - color: var(--text-primary); - font-size: 0.875rem; - cursor: pointer; - transition: all 0.2s ease; - text-align: left; - width: 100%; + padding: 0.75rem 1rem; + background: var(--background); + border: 1px solid var(--border-color); + border-radius: 8px; + color: var(--text-primary); + font-size: 0.875rem; + cursor: pointer; + transition: all 0.2s ease; + text-align: left; + width: 100%; } .suggested-item:focus { - outline: none; - box-shadow: 0 0 0 3px var(--focus-ring); + outline: none; + box-shadow: 0 0 0 3px var(--focus-ring); } .suggested-item:hover { - background: var(--surface-hover); - border-color: var(--primary-color); - color: var(--primary-color); - transform: translateX(2px); + background: var(--surface-hover); + border-color: var(--primary-color); + color: var(--primary-color); + transform: translateX(2px); } /* Responsive Design */ @media (max-width: 768px) { - .main-content { - flex-direction: column; - } - - .sidebar { - width: 100%; - border-right: none; - border-bottom: 1px solid var(--border-color); - padding: 1rem; - order: 2; - max-height: 40vh; - } - - .sidebar::-webkit-scrollbar { - width: 8px; - } - - .sidebar::-webkit-scrollbar-track { - background: var(--surface); - } - - .sidebar::-webkit-scrollbar-thumb { - background: var(--border-color); - border-radius: 4px; - } - - .sidebar::-webkit-scrollbar-thumb:hover { - background: var(--text-secondary); - } - - .chat-main { - order: 1; - } - - header { - padding: 1rem; - } - - header h1 { - font-size: 1.5rem; - } - - .chat-messages { - padding: 1rem; - } - - .message { - max-width: 90%; - } - - .chat-input-container { - padding: 1rem; - gap: 0.5rem; - } - - #chatInput { - padding: 0.75rem 1rem; - font-size: 0.9rem; - } - - #sendButton { - padding: 0.75rem 1rem; - min-width: 48px; - } - - .stat-value { - font-size: 1.25rem; - } - - .suggested-item { - padding: 0.5rem 0.75rem; - font-size: 0.8rem; - } + .main-content { + flex-direction: column; + } + + .sidebar { + width: 100%; + border-right: none; + border-bottom: 1px solid var(--border-color); + padding: 1rem; + order: 2; + max-height: 40vh; + } + + .sidebar::-webkit-scrollbar { + width: 8px; + } + + .sidebar::-webkit-scrollbar-track { + background: var(--surface); + } + + .sidebar::-webkit-scrollbar-thumb { + background: var(--border-color); + border-radius: 4px; + } + + .sidebar::-webkit-scrollbar-thumb:hover { + background: var(--text-secondary); + } + + .chat-main { + order: 1; + } + + header { + padding: 1rem; + } + + header h1 { + font-size: 1.5rem; + } + + .chat-messages { + padding: 1rem; + } + + .message { + max-width: 90%; + } + + .chat-input-container { + padding: 1rem; + gap: 0.5rem; + } + + #chatInput { + padding: 0.75rem 1rem; + font-size: 0.9rem; + } + + #sendButton { + padding: 0.75rem 1rem; + min-width: 48px; + } + + .stat-value { + font-size: 1.25rem; + } + + .suggested-item { + padding: 0.5rem 0.75rem; + font-size: 0.8rem; + } } @media (max-width: 1024px) { - .sidebar { - width: 280px; - } + .sidebar { + width: 280px; + } } diff --git a/launch.json b/launch.json new file mode 100644 index 00000000..75176c95 --- /dev/null +++ b/launch.json @@ -0,0 +1,52 @@ +{ + "version": "0.2.0", + "configurations": [ + { + "name": "Debug FastAPI Backend", + "type": "python", + "request": "launch", + "module": "uvicorn", + "args": [ + "backend.app:app", + "--host", + "0.0.0.0", + "--port", + "8000", + "--reload" + ], + "cwd": "${workspaceFolder}", + "env": { + "PYTHONPATH": "${workspaceFolder}" + }, + "console": "integratedTerminal", + "justMyCode": false, + "envFile": "${workspaceFolder}/.env" + }, + { + "name": "Debug Current Python File", + "type": "python", + "request": "launch", + "program": "${file}", + "cwd": "${workspaceFolder}", + "env": { + "PYTHONPATH": "${workspaceFolder}" + }, + "console": "integratedTerminal", + "justMyCode": true, + "envFile": "${workspaceFolder}/.env" + }, + { + "name": "Debug RAG System", + "type": "python", + "request": "launch", + "program": "${workspaceFolder}/main.py", + "cwd": "${workspaceFolder}", + "env": { + "PYTHONPATH": "${workspaceFolder}" + }, + "console": "integratedTerminal", + "justMyCode": false, + "envFile": "${workspaceFolder}/.env" + } + ] +} \ No newline at end of file diff --git a/prompts/backend-tool-refactor.md b/prompts/backend-tool-refactor.md new file mode 100644 index 00000000..4bb5130c --- /dev/null +++ b/prompts/backend-tool-refactor.md @@ -0,0 +1,28 @@ +Refactor @backend/ai_generator.py to support sequential tool calling where Claude can make up to 2 tool calls in separate API rounds. + +Current behavior: +- Claude makes 1 tool call → tools are removed from API params → final response +- If Claude wants another tool call after seeing results, it can't (gets empty response) + +Desired behavior: +- Each tool call should be a separate API request where Claude can reason about previous results +- Support for complex queries requiring multiple searches for comparisons, multi-part questions, or when information from different courses/lessons is needed + +Example flow: +1. User: "Search for a course that discusses the same topic as lesson 4 of course X" +2. Claude: get course outline for course X → gets title of lesson 4 +3. Claude: uses the title to search for a course that discusses the same topic → returns course information +4. Claude: provides complete answer + +Requirements: +- Maximum 2 sequential rounds per user query +- Terminate when: (a) 2 rounds completed, (b) Claude's response has no tool_use blocks, or (c) tool call fails +- Preserve conversation context between rounds +- Handle tool execution errors gracefully + +Notes: +- Update the system prompt in @backend/ai_generator.py +- Update the test @backend/tests/test_ai_generator.py +- Write tests that verify the external behavior (API calls made, tools executed, results returned) rather than internal state details. + +Use two parallel subagents to brainstorm possible plans. Do not implement any code. \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 3f05e2de..7b38a418 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,4 +12,56 @@ dependencies = [ "uvicorn==0.35.0", "python-multipart==0.0.20", "python-dotenv==1.1.1", + "pytest>=8.4.1", + "pytest-asyncio>=1.1.0", + "black==24.10.0", + "isort==5.13.2", + "flake8==7.1.1", + "httpx>=0.27.0", ] + +[tool.pytest.ini_options] +testpaths = ["backend/tests"] +python_files = ["test_*.py", "*_test.py"] +python_classes = ["Test*"] +python_functions = ["test_*"] +addopts = [ + "-v", + "--tb=short", + "--strict-markers", + "--disable-warnings", + "--asyncio-mode=auto" +] +markers = [ + "unit: marks tests as unit tests (deselect with '-m \"not unit\"')", + "integration: marks tests as integration tests (deselect with '-m \"not integration\"')", + "api: marks tests as API tests (deselect with '-m \"not api\"')", + "slow: marks tests as slow (deselect with '-m \"not slow\"')" +] + +[tool.black] +line-length = 88 +target-version = ['py313'] +include = '\.pyi?$' +extend-exclude = ''' +/( + # directories + \.eggs + | \.git + | \.hg + | \.mypy_cache + | \.tox + | \.venv + | build + | dist +)/ +''' + +[tool.isort] +profile = "black" +multi_line_output = 3 +include_trailing_comma = true +force_grid_wrap = 0 +use_parentheses = true +ensure_newline_before_comments = true +line_length = 88 \ No newline at end of file diff --git a/quality-check.ps1 b/quality-check.ps1 new file mode 100644 index 00000000..7eb454b1 --- /dev/null +++ b/quality-check.ps1 @@ -0,0 +1,49 @@ +# Quality Check Script +param() + +Write-Host "Running quality checks..." -ForegroundColor Green + +if (-not (Test-Path "pyproject.toml")) { + Write-Host "Error: pyproject.toml not found. Please run from project root." -ForegroundColor Red + exit 1 +} + +Write-Host "1. Checking import order..." -ForegroundColor Yellow +uv run isort backend/ main.py --check-only --diff +$isort_result = $LASTEXITCODE + +Write-Host "2. Checking code formatting..." -ForegroundColor Yellow +uv run black backend/ main.py --check --diff +$black_result = $LASTEXITCODE + +Write-Host "3. Checking code style..." -ForegroundColor Yellow +uv run flake8 backend/ main.py --max-line-length=88 --extend-ignore=E203,W503 +$flake8_result = $LASTEXITCODE + +Write-Host "--- Quality Check Summary ---" -ForegroundColor Blue + +if ($isort_result -eq 0) { + Write-Host "Import order: PASSED" -ForegroundColor Green +} else { + Write-Host "Import order: NEEDS ATTENTION" -ForegroundColor Red +} + +if ($black_result -eq 0) { + Write-Host "Code formatting: PASSED" -ForegroundColor Green +} else { + Write-Host "Code formatting: NEEDS ATTENTION" -ForegroundColor Red +} + +if ($flake8_result -eq 0) { + Write-Host "Code style: PASSED" -ForegroundColor Green +} else { + Write-Host "Code style: HAS WARNINGS" -ForegroundColor Yellow +} + +if ($isort_result -eq 0 -and $black_result -eq 0) { + Write-Host "All quality checks passed!" -ForegroundColor Green + exit 0 +} else { + Write-Host "Run format.ps1 to fix formatting issues." -ForegroundColor Yellow + exit 1 +} \ No newline at end of file diff --git a/settings.json b/settings.json new file mode 100644 index 00000000..3d55bf3f --- /dev/null +++ b/settings.json @@ -0,0 +1,25 @@ +{ + "python.defaultInterpreterPath": "./.venv/Scripts/python.exe", + "python.terminal.activateEnvironment": true, + "python.linting.enabled": true, + "python.linting.pylintEnabled": false, + "python.linting.flake8Enabled": true, + "python.formatting.provider": "black", + "python.sortImports.args": ["--profile", "black"], + "editor.formatOnSave": true, + "editor.codeActionsOnSave": { + "source.organizeImports": "explicit" + }, + "files.exclude": { + "**/__pycache__": true, + "**/*.pyc": true, + "**/chroma_db": true, + "**/.uv": true + }, + "python.analysis.typeCheckingMode": "basic", + "python.analysis.autoImportCompletions": true, + "python.testing.pytestEnabled": false, + "python.testing.unittestEnabled": true, + "python.testing.unittestArgs": ["-v", "-s", "./tests", "-p", "test_*.py"], + "python.envFile": "${workspaceFolder}/.env" +} diff --git a/tasks.json b/tasks.json new file mode 100644 index 00000000..02f8c35c --- /dev/null +++ b/tasks.json @@ -0,0 +1,74 @@ +{ + "version": "2.0.0", + "tasks": [ + { + "label": "Install Dependencies", + "type": "shell", + "command": "uv", + "args": ["sync"], + "group": { + "kind": "build", + "isDefault": false + }, + "presentation": { + "echo": true, + "reveal": "always", + "focus": false, + "panel": "shared" + }, + "problemMatcher": [] + }, + { + "label": "Start FastAPI Server", + "type": "shell", + "command": "uv", + "args": [ + "run", + "uvicorn", + "backend.app:app", + "--reload", + "--port", + "8000" + ], + "group": { + "kind": "build", + "isDefault": true + }, + "presentation": { + "echo": true, + "reveal": "always", + "focus": false, + "panel": "shared" + }, + "problemMatcher": [] + }, + { + "label": "Run Tests", + "type": "shell", + "command": "uv", + "args": ["run", "python", "-m", "unittest", "discover", "-s", "tests"], + "group": "test", + "presentation": { + "echo": true, + "reveal": "always", + "focus": false, + "panel": "shared" + }, + "problemMatcher": [] + }, + { + "label": "Format Code", + "type": "shell", + "command": "uv", + "args": ["run", "black", "."], + "group": "build", + "presentation": { + "echo": true, + "reveal": "silent", + "focus": false, + "panel": "shared" + }, + "problemMatcher": [] + } + ] +} \ No newline at end of file diff --git a/uv.lock b/uv.lock index 9ae65c55..b3bb0f70 100644 --- a/uv.lock +++ b/uv.lock @@ -31,15 +31,15 @@ wheels = [ [[package]] name = "anyio" -version = "4.9.0" +version = "4.10.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "idna" }, { name = "sniffio" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f1/b4/636b3b65173d3ce9a38ef5f0522789614e590dab6a8d505340a4efe4c567/anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6", size = 213252, upload-time = "2025-08-04T08:54:26.451Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" }, + { url = "https://files.pythonhosted.org/packages/6f/12/e5e0282d673bb9746bacfb6e2dba8719989d3660cdb2ea79aee9a9651afb/anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1", size = 107213, upload-time = "2025-08-04T08:54:24.882Z" }, ] [[package]] @@ -110,18 +110,38 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/a9/cf/45fb5261ece3e6b9817d3d82b2f343a505fd58674a92577923bc500bd1aa/bcrypt-4.3.0-cp39-abi3-win_amd64.whl", hash = "sha256:e53e074b120f2877a35cc6c736b8eb161377caae8925c17688bd46ba56daaa5b", size = 152799, upload-time = "2025-02-28T01:23:53.139Z" }, ] +[[package]] +name = "black" +version = "24.10.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "mypy-extensions" }, + { name = "packaging" }, + { name = "pathspec" }, + { name = "platformdirs" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d8/0d/cc2fb42b8c50d80143221515dd7e4766995bd07c56c9a3ed30baf080b6dc/black-24.10.0.tar.gz", hash = "sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875", size = 645813, upload-time = "2024-10-07T19:20:50.361Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d0/a0/a993f58d4ecfba035e61fca4e9f64a2ecae838fc9f33ab798c62173ed75c/black-24.10.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1cbacacb19e922a1d75ef2b6ccaefcd6e93a2c05ede32f06a21386a04cedb981", size = 1643986, upload-time = "2024-10-07T19:28:50.684Z" }, + { url = "https://files.pythonhosted.org/packages/37/d5/602d0ef5dfcace3fb4f79c436762f130abd9ee8d950fa2abdbf8bbc555e0/black-24.10.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1f93102e0c5bb3907451063e08b9876dbeac810e7da5a8bfb7aeb5a9ef89066b", size = 1448085, upload-time = "2024-10-07T19:28:12.093Z" }, + { url = "https://files.pythonhosted.org/packages/47/6d/a3a239e938960df1a662b93d6230d4f3e9b4a22982d060fc38c42f45a56b/black-24.10.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ddacb691cdcdf77b96f549cf9591701d8db36b2f19519373d60d31746068dbf2", size = 1760928, upload-time = "2024-10-07T19:24:15.233Z" }, + { url = "https://files.pythonhosted.org/packages/dd/cf/af018e13b0eddfb434df4d9cd1b2b7892bab119f7a20123e93f6910982e8/black-24.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:680359d932801c76d2e9c9068d05c6b107f2584b2a5b88831c83962eb9984c1b", size = 1436875, upload-time = "2024-10-07T19:24:42.762Z" }, + { url = "https://files.pythonhosted.org/packages/8d/a7/4b27c50537ebca8bec139b872861f9d2bf501c5ec51fcf897cb924d9e264/black-24.10.0-py3-none-any.whl", hash = "sha256:3bb2b7a1f7b685f85b11fed1ef10f8a9148bceb49853e47a294a3dd963c1dd7d", size = 206898, upload-time = "2024-10-07T19:20:48.317Z" }, +] + [[package]] name = "build" -version = "1.2.2.post1" +version = "1.3.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "os_name == 'nt'" }, { name = "packaging" }, { name = "pyproject-hooks" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7d/46/aeab111f8e06793e4f0e421fcad593d547fb8313b50990f31681ee2fb1ad/build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7", size = 46701, upload-time = "2024-10-06T17:22:25.251Z" } +sdist = { url = "https://files.pythonhosted.org/packages/25/1c/23e33405a7c9eac261dff640926b8b5adaed6a6eb3e1767d441ed611d0c0/build-1.3.0.tar.gz", hash = "sha256:698edd0ea270bde950f53aed21f3a0135672206f3911e0176261a31e0e07b397", size = 48544, upload-time = "2025-08-01T21:27:09.268Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/84/c2/80633736cd183ee4a62107413def345f7e6e3c01563dbca1417363cf957e/build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5", size = 22950, upload-time = "2024-10-06T17:22:23.299Z" }, + { url = "https://files.pythonhosted.org/packages/cb/8c/2b30c12155ad8de0cf641d76a8b396a16d2c36bc6d50b621a62b7c4567c1/build-1.3.0-py3-none-any.whl", hash = "sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4", size = 23382, upload-time = "2025-08-01T21:27:07.844Z" }, ] [[package]] @@ -135,33 +155,42 @@ wheels = [ [[package]] name = "certifi" -version = "2025.7.14" +version = "2025.8.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b3/76/52c535bcebe74590f296d6c77c86dabf761c41980e1347a2422e4aa2ae41/certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995", size = 163981, upload-time = "2025-07-14T03:29:28.449Z" } +sdist = { url = "https://files.pythonhosted.org/packages/dc/67/960ebe6bf230a96cda2e0abcf73af550ec4f090005363542f0765df162e0/certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407", size = 162386, upload-time = "2025-08-03T03:07:47.08Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/4f/52/34c6cf5bb9285074dc3531c437b3919e825d976fde097a7a73f79e726d03/certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2", size = 162722, upload-time = "2025-07-14T03:29:26.863Z" }, + { url = "https://files.pythonhosted.org/packages/e5/48/1549795ba7742c948d2ad169c1c8cdbae65bc450d6cd753d124b17c8cd32/certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5", size = 161216, upload-time = "2025-08-03T03:07:45.777Z" }, ] [[package]] name = "charset-normalizer" -version = "3.4.2" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e4/33/89c2ced2b67d1c2a61c19c6751aa8902d46ce3dacb23600a283619f5a12d/charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63", size = 126367, upload-time = "2025-05-02T08:34:42.01Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/ea/12/a93df3366ed32db1d907d7593a94f1fe6293903e3e92967bebd6950ed12c/charset_normalizer-3.4.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:926ca93accd5d36ccdabd803392ddc3e03e6d4cd1cf17deff3b989ab8e9dbcf0", size = 199622, upload-time = "2025-05-02T08:32:56.363Z" }, - { url = "https://files.pythonhosted.org/packages/04/93/bf204e6f344c39d9937d3c13c8cd5bbfc266472e51fc8c07cb7f64fcd2de/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf", size = 143435, upload-time = "2025-05-02T08:32:58.551Z" }, - { url = "https://files.pythonhosted.org/packages/22/2a/ea8a2095b0bafa6c5b5a55ffdc2f924455233ee7b91c69b7edfcc9e02284/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3fddb7e2c84ac87ac3a947cb4e66d143ca5863ef48e4a5ecb83bd48619e4634e", size = 153653, upload-time = "2025-05-02T08:33:00.342Z" }, - { url = "https://files.pythonhosted.org/packages/b6/57/1b090ff183d13cef485dfbe272e2fe57622a76694061353c59da52c9a659/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:98f862da73774290f251b9df8d11161b6cf25b599a66baf087c1ffe340e9bfd1", size = 146231, upload-time = "2025-05-02T08:33:02.081Z" }, - { url = "https://files.pythonhosted.org/packages/e2/28/ffc026b26f441fc67bd21ab7f03b313ab3fe46714a14b516f931abe1a2d8/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c9379d65defcab82d07b2a9dfbfc2e95bc8fe0ebb1b176a3190230a3ef0e07c", size = 148243, upload-time = "2025-05-02T08:33:04.063Z" }, - { url = "https://files.pythonhosted.org/packages/c0/0f/9abe9bd191629c33e69e47c6ef45ef99773320e9ad8e9cb08b8ab4a8d4cb/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e635b87f01ebc977342e2697d05b56632f5f879a4f15955dfe8cef2448b51691", size = 150442, upload-time = "2025-05-02T08:33:06.418Z" }, - { url = "https://files.pythonhosted.org/packages/67/7c/a123bbcedca91d5916c056407f89a7f5e8fdfce12ba825d7d6b9954a1a3c/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0", size = 145147, upload-time = "2025-05-02T08:33:08.183Z" }, - { url = "https://files.pythonhosted.org/packages/ec/fe/1ac556fa4899d967b83e9893788e86b6af4d83e4726511eaaad035e36595/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b", size = 153057, upload-time = "2025-05-02T08:33:09.986Z" }, - { url = "https://files.pythonhosted.org/packages/2b/ff/acfc0b0a70b19e3e54febdd5301a98b72fa07635e56f24f60502e954c461/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff", size = 156454, upload-time = "2025-05-02T08:33:11.814Z" }, - { url = "https://files.pythonhosted.org/packages/92/08/95b458ce9c740d0645feb0e96cea1f5ec946ea9c580a94adfe0b617f3573/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b", size = 154174, upload-time = "2025-05-02T08:33:13.707Z" }, - { url = "https://files.pythonhosted.org/packages/78/be/8392efc43487ac051eee6c36d5fbd63032d78f7728cb37aebcc98191f1ff/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4a476b06fbcf359ad25d34a057b7219281286ae2477cc5ff5e3f70a246971148", size = 149166, upload-time = "2025-05-02T08:33:15.458Z" }, - { url = "https://files.pythonhosted.org/packages/44/96/392abd49b094d30b91d9fbda6a69519e95802250b777841cf3bda8fe136c/charset_normalizer-3.4.2-cp313-cp313-win32.whl", hash = "sha256:aaeeb6a479c7667fbe1099af9617c83aaca22182d6cf8c53966491a0f1b7ffb7", size = 98064, upload-time = "2025-05-02T08:33:17.06Z" }, - { url = "https://files.pythonhosted.org/packages/e9/b0/0200da600134e001d91851ddc797809e2fe0ea72de90e09bec5a2fbdaccb/charset_normalizer-3.4.2-cp313-cp313-win_amd64.whl", hash = "sha256:aa6af9e7d59f9c12b33ae4e9450619cf2488e2bbe9b44030905877f0b2324980", size = 105641, upload-time = "2025-05-02T08:33:18.753Z" }, - { url = "https://files.pythonhosted.org/packages/20/94/c5790835a017658cbfabd07f3bfb549140c3ac458cfc196323996b10095a/charset_normalizer-3.4.2-py3-none-any.whl", hash = "sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0", size = 52626, upload-time = "2025-05-02T08:34:40.053Z" }, +version = "3.4.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/83/2d/5fd176ceb9b2fc619e63405525573493ca23441330fcdaee6bef9460e924/charset_normalizer-3.4.3.tar.gz", hash = "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14", size = 122371, upload-time = "2025-08-09T07:57:28.46Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/65/ca/2135ac97709b400c7654b4b764daf5c5567c2da45a30cdd20f9eefe2d658/charset_normalizer-3.4.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe", size = 205326, upload-time = "2025-08-09T07:56:24.721Z" }, + { url = "https://files.pythonhosted.org/packages/71/11/98a04c3c97dd34e49c7d247083af03645ca3730809a5509443f3c37f7c99/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8", size = 146008, upload-time = "2025-08-09T07:56:26.004Z" }, + { url = "https://files.pythonhosted.org/packages/60/f5/4659a4cb3c4ec146bec80c32d8bb16033752574c20b1252ee842a95d1a1e/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9", size = 159196, upload-time = "2025-08-09T07:56:27.25Z" }, + { url = "https://files.pythonhosted.org/packages/86/9e/f552f7a00611f168b9a5865a1414179b2c6de8235a4fa40189f6f79a1753/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31", size = 156819, upload-time = "2025-08-09T07:56:28.515Z" }, + { url = "https://files.pythonhosted.org/packages/7e/95/42aa2156235cbc8fa61208aded06ef46111c4d3f0de233107b3f38631803/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f", size = 151350, upload-time = "2025-08-09T07:56:29.716Z" }, + { url = "https://files.pythonhosted.org/packages/c2/a9/3865b02c56f300a6f94fc631ef54f0a8a29da74fb45a773dfd3dcd380af7/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927", size = 148644, upload-time = "2025-08-09T07:56:30.984Z" }, + { url = "https://files.pythonhosted.org/packages/77/d9/cbcf1a2a5c7d7856f11e7ac2d782aec12bdfea60d104e60e0aa1c97849dc/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9", size = 160468, upload-time = "2025-08-09T07:56:32.252Z" }, + { url = "https://files.pythonhosted.org/packages/f6/42/6f45efee8697b89fda4d50580f292b8f7f9306cb2971d4b53f8914e4d890/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5", size = 158187, upload-time = "2025-08-09T07:56:33.481Z" }, + { url = "https://files.pythonhosted.org/packages/70/99/f1c3bdcfaa9c45b3ce96f70b14f070411366fa19549c1d4832c935d8e2c3/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc", size = 152699, upload-time = "2025-08-09T07:56:34.739Z" }, + { url = "https://files.pythonhosted.org/packages/a3/ad/b0081f2f99a4b194bcbb1934ef3b12aa4d9702ced80a37026b7607c72e58/charset_normalizer-3.4.3-cp313-cp313-win32.whl", hash = "sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce", size = 99580, upload-time = "2025-08-09T07:56:35.981Z" }, + { url = "https://files.pythonhosted.org/packages/9a/8f/ae790790c7b64f925e5c953b924aaa42a243fb778fed9e41f147b2a5715a/charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef", size = 107366, upload-time = "2025-08-09T07:56:37.339Z" }, + { url = "https://files.pythonhosted.org/packages/8e/91/b5a06ad970ddc7a0e513112d40113e834638f4ca1120eb727a249fb2715e/charset_normalizer-3.4.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15", size = 204342, upload-time = "2025-08-09T07:56:38.687Z" }, + { url = "https://files.pythonhosted.org/packages/ce/ec/1edc30a377f0a02689342f214455c3f6c2fbedd896a1d2f856c002fc3062/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db", size = 145995, upload-time = "2025-08-09T07:56:40.048Z" }, + { url = "https://files.pythonhosted.org/packages/17/e5/5e67ab85e6d22b04641acb5399c8684f4d37caf7558a53859f0283a650e9/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d", size = 158640, upload-time = "2025-08-09T07:56:41.311Z" }, + { url = "https://files.pythonhosted.org/packages/f1/e5/38421987f6c697ee3722981289d554957c4be652f963d71c5e46a262e135/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096", size = 156636, upload-time = "2025-08-09T07:56:43.195Z" }, + { url = "https://files.pythonhosted.org/packages/a0/e4/5a075de8daa3ec0745a9a3b54467e0c2967daaaf2cec04c845f73493e9a1/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa", size = 150939, upload-time = "2025-08-09T07:56:44.819Z" }, + { url = "https://files.pythonhosted.org/packages/02/f7/3611b32318b30974131db62b4043f335861d4d9b49adc6d57c1149cc49d4/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049", size = 148580, upload-time = "2025-08-09T07:56:46.684Z" }, + { url = "https://files.pythonhosted.org/packages/7e/61/19b36f4bd67f2793ab6a99b979b4e4f3d8fc754cbdffb805335df4337126/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0", size = 159870, upload-time = "2025-08-09T07:56:47.941Z" }, + { url = "https://files.pythonhosted.org/packages/06/57/84722eefdd338c04cf3030ada66889298eaedf3e7a30a624201e0cbe424a/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92", size = 157797, upload-time = "2025-08-09T07:56:49.756Z" }, + { url = "https://files.pythonhosted.org/packages/72/2a/aff5dd112b2f14bcc3462c312dce5445806bfc8ab3a7328555da95330e4b/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16", size = 152224, upload-time = "2025-08-09T07:56:51.369Z" }, + { url = "https://files.pythonhosted.org/packages/b7/8c/9839225320046ed279c6e839d51f028342eb77c91c89b8ef2549f951f3ec/charset_normalizer-3.4.3-cp314-cp314-win32.whl", hash = "sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce", size = 100086, upload-time = "2025-08-09T07:56:52.722Z" }, + { url = "https://files.pythonhosted.org/packages/ee/7a/36fbcf646e41f710ce0a563c1c9a343c6edf9be80786edeb15b6f62e17db/charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl", hash = "sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c", size = 107400, upload-time = "2025-08-09T07:56:55.172Z" }, + { url = "https://files.pythonhosted.org/packages/8a/1f/f041989e93b001bc4e44bb1669ccdcf54d3f00e628229a85b08d330615c5/charset_normalizer-3.4.3-py3-none-any.whl", hash = "sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a", size = 53175, upload-time = "2025-08-09T07:57:26.864Z" }, ] [[package]] @@ -280,6 +309,20 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/4d/36/2a115987e2d8c300a974597416d9de88f2444426de9571f4b59b2cca3acc/filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de", size = 16215, upload-time = "2025-03-14T07:11:39.145Z" }, ] +[[package]] +name = "flake8" +version = "7.1.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mccabe" }, + { name = "pycodestyle" }, + { name = "pyflakes" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/37/72/e8d66150c4fcace3c0a450466aa3480506ba2cae7b61e100a2613afc3907/flake8-7.1.1.tar.gz", hash = "sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38", size = 48054, upload-time = "2024-08-04T20:32:44.311Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d9/42/65004373ac4617464f35ed15931b30d764f53cdd30cc78d5aea349c8c050/flake8-7.1.1-py2.py3-none-any.whl", hash = "sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213", size = 57731, upload-time = "2024-08-04T20:32:42.661Z" }, +] + [[package]] name = "flatbuffers" version = "25.2.10" @@ -326,20 +369,20 @@ wheels = [ [[package]] name = "grpcio" -version = "1.73.1" +version = "1.74.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/79/e8/b43b851537da2e2f03fa8be1aef207e5cbfb1a2e014fbb6b40d24c177cd3/grpcio-1.73.1.tar.gz", hash = "sha256:7fce2cd1c0c1116cf3850564ebfc3264fba75d3c74a7414373f1238ea365ef87", size = 12730355, upload-time = "2025-06-26T01:53:24.622Z" } +sdist = { url = "https://files.pythonhosted.org/packages/38/b4/35feb8f7cab7239c5b94bd2db71abb3d6adb5f335ad8f131abb6060840b6/grpcio-1.74.0.tar.gz", hash = "sha256:80d1f4fbb35b0742d3e3d3bb654b7381cd5f015f8497279a1e9c21ba623e01b1", size = 12756048, upload-time = "2025-07-24T18:54:23.039Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/37/bf/4ca20d1acbefabcaba633ab17f4244cbbe8eca877df01517207bd6655914/grpcio-1.73.1-cp313-cp313-linux_armv7l.whl", hash = "sha256:b310824ab5092cf74750ebd8a8a8981c1810cb2b363210e70d06ef37ad80d4f9", size = 5335615, upload-time = "2025-06-26T01:52:42.896Z" }, - { url = "https://files.pythonhosted.org/packages/75/ed/45c345f284abec5d4f6d77cbca9c52c39b554397eb7de7d2fcf440bcd049/grpcio-1.73.1-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:8f5a6df3fba31a3485096ac85b2e34b9666ffb0590df0cd044f58694e6a1f6b5", size = 10595497, upload-time = "2025-06-26T01:52:44.695Z" }, - { url = "https://files.pythonhosted.org/packages/a4/75/bff2c2728018f546d812b755455014bc718f8cdcbf5c84f1f6e5494443a8/grpcio-1.73.1-cp313-cp313-manylinux_2_17_aarch64.whl", hash = "sha256:052e28fe9c41357da42250a91926a3e2f74c046575c070b69659467ca5aa976b", size = 5765321, upload-time = "2025-06-26T01:52:46.871Z" }, - { url = "https://files.pythonhosted.org/packages/70/3b/14e43158d3b81a38251b1d231dfb45a9b492d872102a919fbf7ba4ac20cd/grpcio-1.73.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1c0bf15f629b1497436596b1cbddddfa3234273490229ca29561209778ebe182", size = 6415436, upload-time = "2025-06-26T01:52:49.134Z" }, - { url = "https://files.pythonhosted.org/packages/e5/3f/81d9650ca40b54338336fd360f36773be8cb6c07c036e751d8996eb96598/grpcio-1.73.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ab860d5bfa788c5a021fba264802e2593688cd965d1374d31d2b1a34cacd854", size = 6007012, upload-time = "2025-06-26T01:52:51.076Z" }, - { url = "https://files.pythonhosted.org/packages/55/f4/59edf5af68d684d0f4f7ad9462a418ac517201c238551529098c9aa28cb0/grpcio-1.73.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:ad1d958c31cc91ab050bd8a91355480b8e0683e21176522bacea225ce51163f2", size = 6105209, upload-time = "2025-06-26T01:52:52.773Z" }, - { url = "https://files.pythonhosted.org/packages/e4/a8/700d034d5d0786a5ba14bfa9ce974ed4c976936c2748c2bd87aa50f69b36/grpcio-1.73.1-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:f43ffb3bd415c57224c7427bfb9e6c46a0b6e998754bfa0d00f408e1873dcbb5", size = 6753655, upload-time = "2025-06-26T01:52:55.064Z" }, - { url = "https://files.pythonhosted.org/packages/1f/29/efbd4ac837c23bc48e34bbaf32bd429f0dc9ad7f80721cdb4622144c118c/grpcio-1.73.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:686231cdd03a8a8055f798b2b54b19428cdf18fa1549bee92249b43607c42668", size = 6287288, upload-time = "2025-06-26T01:52:57.33Z" }, - { url = "https://files.pythonhosted.org/packages/d8/61/c6045d2ce16624bbe18b5d169c1a5ce4d6c3a47bc9d0e5c4fa6a50ed1239/grpcio-1.73.1-cp313-cp313-win32.whl", hash = "sha256:89018866a096e2ce21e05eabed1567479713ebe57b1db7cbb0f1e3b896793ba4", size = 3668151, upload-time = "2025-06-26T01:52:59.405Z" }, - { url = "https://files.pythonhosted.org/packages/c2/d7/77ac689216daee10de318db5aa1b88d159432dc76a130948a56b3aa671a2/grpcio-1.73.1-cp313-cp313-win_amd64.whl", hash = "sha256:4a68f8c9966b94dff693670a5cf2b54888a48a5011c5d9ce2295a1a1465ee84f", size = 4335747, upload-time = "2025-06-26T01:53:01.233Z" }, + { url = "https://files.pythonhosted.org/packages/d4/d8/1004a5f468715221450e66b051c839c2ce9a985aa3ee427422061fcbb6aa/grpcio-1.74.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:2bc2d7d8d184e2362b53905cb1708c84cb16354771c04b490485fa07ce3a1d89", size = 5449488, upload-time = "2025-07-24T18:53:41.174Z" }, + { url = "https://files.pythonhosted.org/packages/94/0e/33731a03f63740d7743dced423846c831d8e6da808fcd02821a4416df7fa/grpcio-1.74.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:c14e803037e572c177ba54a3e090d6eb12efd795d49327c5ee2b3bddb836bf01", size = 10974059, upload-time = "2025-07-24T18:53:43.066Z" }, + { url = "https://files.pythonhosted.org/packages/0d/c6/3d2c14d87771a421205bdca991467cfe473ee4c6a1231c1ede5248c62ab8/grpcio-1.74.0-cp313-cp313-manylinux_2_17_aarch64.whl", hash = "sha256:f6ec94f0e50eb8fa1744a731088b966427575e40c2944a980049798b127a687e", size = 5945647, upload-time = "2025-07-24T18:53:45.269Z" }, + { url = "https://files.pythonhosted.org/packages/c5/83/5a354c8aaff58594eef7fffebae41a0f8995a6258bbc6809b800c33d4c13/grpcio-1.74.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:566b9395b90cc3d0d0c6404bc8572c7c18786ede549cdb540ae27b58afe0fb91", size = 6626101, upload-time = "2025-07-24T18:53:47.015Z" }, + { url = "https://files.pythonhosted.org/packages/3f/ca/4fdc7bf59bf6994aa45cbd4ef1055cd65e2884de6113dbd49f75498ddb08/grpcio-1.74.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1ea6176d7dfd5b941ea01c2ec34de9531ba494d541fe2057c904e601879f249", size = 6182562, upload-time = "2025-07-24T18:53:48.967Z" }, + { url = "https://files.pythonhosted.org/packages/fd/48/2869e5b2c1922583686f7ae674937986807c2f676d08be70d0a541316270/grpcio-1.74.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:64229c1e9cea079420527fa8ac45d80fc1e8d3f94deaa35643c381fa8d98f362", size = 6303425, upload-time = "2025-07-24T18:53:50.847Z" }, + { url = "https://files.pythonhosted.org/packages/a6/0e/bac93147b9a164f759497bc6913e74af1cb632c733c7af62c0336782bd38/grpcio-1.74.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:0f87bddd6e27fc776aacf7ebfec367b6d49cad0455123951e4488ea99d9b9b8f", size = 6996533, upload-time = "2025-07-24T18:53:52.747Z" }, + { url = "https://files.pythonhosted.org/packages/84/35/9f6b2503c1fd86d068b46818bbd7329db26a87cdd8c01e0d1a9abea1104c/grpcio-1.74.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:3b03d8f2a07f0fea8c8f74deb59f8352b770e3900d143b3d1475effcb08eec20", size = 6491489, upload-time = "2025-07-24T18:53:55.06Z" }, + { url = "https://files.pythonhosted.org/packages/75/33/a04e99be2a82c4cbc4039eb3a76f6c3632932b9d5d295221389d10ac9ca7/grpcio-1.74.0-cp313-cp313-win32.whl", hash = "sha256:b6a73b2ba83e663b2480a90b82fdae6a7aa6427f62bf43b29912c0cfd1aa2bfa", size = 3805811, upload-time = "2025-07-24T18:53:56.798Z" }, + { url = "https://files.pythonhosted.org/packages/34/80/de3eb55eb581815342d097214bed4c59e806b05f1b3110df03b2280d6dfd/grpcio-1.74.0-cp313-cp313-win_amd64.whl", hash = "sha256:fd3c71aeee838299c5887230b8a1822795325ddfea635edd82954c1eaa831e24", size = 4489214, upload-time = "2025-07-24T18:53:59.771Z" }, ] [[package]] @@ -353,17 +396,17 @@ wheels = [ [[package]] name = "hf-xet" -version = "1.1.5" +version = "1.1.7" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ed/d4/7685999e85945ed0d7f0762b686ae7015035390de1161dcea9d5276c134c/hf_xet-1.1.5.tar.gz", hash = "sha256:69ebbcfd9ec44fdc2af73441619eeb06b94ee34511bbcf57cd423820090f5694", size = 495969, upload-time = "2025-06-20T21:48:38.007Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b2/0a/a0f56735940fde6dd627602fec9ab3bad23f66a272397560abd65aba416e/hf_xet-1.1.7.tar.gz", hash = "sha256:20cec8db4561338824a3b5f8c19774055b04a8df7fff0cb1ff2cb1a0c1607b80", size = 477719, upload-time = "2025-08-06T00:30:55.741Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/00/89/a1119eebe2836cb25758e7661d6410d3eae982e2b5e974bcc4d250be9012/hf_xet-1.1.5-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f52c2fa3635b8c37c7764d8796dfa72706cc4eded19d638331161e82b0792e23", size = 2687929, upload-time = "2025-06-20T21:48:32.284Z" }, - { url = "https://files.pythonhosted.org/packages/de/5f/2c78e28f309396e71ec8e4e9304a6483dcbc36172b5cea8f291994163425/hf_xet-1.1.5-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:9fa6e3ee5d61912c4a113e0708eaaef987047616465ac7aa30f7121a48fc1af8", size = 2556338, upload-time = "2025-06-20T21:48:30.079Z" }, - { url = "https://files.pythonhosted.org/packages/6d/2f/6cad7b5fe86b7652579346cb7f85156c11761df26435651cbba89376cd2c/hf_xet-1.1.5-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc874b5c843e642f45fd85cda1ce599e123308ad2901ead23d3510a47ff506d1", size = 3102894, upload-time = "2025-06-20T21:48:28.114Z" }, - { url = "https://files.pythonhosted.org/packages/d0/54/0fcf2b619720a26fbb6cc941e89f2472a522cd963a776c089b189559447f/hf_xet-1.1.5-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:dbba1660e5d810bd0ea77c511a99e9242d920790d0e63c0e4673ed36c4022d18", size = 3002134, upload-time = "2025-06-20T21:48:25.906Z" }, - { url = "https://files.pythonhosted.org/packages/f3/92/1d351ac6cef7c4ba8c85744d37ffbfac2d53d0a6c04d2cabeba614640a78/hf_xet-1.1.5-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ab34c4c3104133c495785d5d8bba3b1efc99de52c02e759cf711a91fd39d3a14", size = 3171009, upload-time = "2025-06-20T21:48:33.987Z" }, - { url = "https://files.pythonhosted.org/packages/c9/65/4b2ddb0e3e983f2508528eb4501288ae2f84963586fbdfae596836d5e57a/hf_xet-1.1.5-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:83088ecea236d5113de478acb2339f92c95b4fb0462acaa30621fac02f5a534a", size = 3279245, upload-time = "2025-06-20T21:48:36.051Z" }, - { url = "https://files.pythonhosted.org/packages/f0/55/ef77a85ee443ae05a9e9cba1c9f0dd9241eb42da2aeba1dc50f51154c81a/hf_xet-1.1.5-cp37-abi3-win_amd64.whl", hash = "sha256:73e167d9807d166596b4b2f0b585c6d5bd84a26dea32843665a8b58f6edba245", size = 2738931, upload-time = "2025-06-20T21:48:39.482Z" }, + { url = "https://files.pythonhosted.org/packages/b1/7c/8d7803995caf14e7d19a392a486a040f923e2cfeff824e9b800b92072f76/hf_xet-1.1.7-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:60dae4b44d520819e54e216a2505685248ec0adbdb2dd4848b17aa85a0375cde", size = 2761743, upload-time = "2025-08-06T00:30:50.634Z" }, + { url = "https://files.pythonhosted.org/packages/51/a3/fa5897099454aa287022a34a30e68dbff0e617760f774f8bd1db17f06bd4/hf_xet-1.1.7-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:b109f4c11e01c057fc82004c9e51e6cdfe2cb230637644ade40c599739067b2e", size = 2624331, upload-time = "2025-08-06T00:30:49.212Z" }, + { url = "https://files.pythonhosted.org/packages/86/50/2446a132267e60b8a48b2e5835d6e24fd988000d0f5b9b15ebd6d64ef769/hf_xet-1.1.7-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6efaaf1a5a9fc3a501d3e71e88a6bfebc69ee3a716d0e713a931c8b8d920038f", size = 3183844, upload-time = "2025-08-06T00:30:47.582Z" }, + { url = "https://files.pythonhosted.org/packages/20/8f/ccc670616bb9beee867c6bb7139f7eab2b1370fe426503c25f5cbb27b148/hf_xet-1.1.7-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:751571540f9c1fbad9afcf222a5fb96daf2384bf821317b8bfb0c59d86078513", size = 3074209, upload-time = "2025-08-06T00:30:45.509Z" }, + { url = "https://files.pythonhosted.org/packages/21/0a/4c30e1eb77205565b854f5e4a82cf1f056214e4dc87f2918ebf83d47ae14/hf_xet-1.1.7-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:18b61bbae92d56ae731b92087c44efcac216071182c603fc535f8e29ec4b09b8", size = 3239602, upload-time = "2025-08-06T00:30:52.41Z" }, + { url = "https://files.pythonhosted.org/packages/f5/1e/fc7e9baf14152662ef0b35fa52a6e889f770a7ed14ac239de3c829ecb47e/hf_xet-1.1.7-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:713f2bff61b252f8523739969f247aa354ad8e6d869b8281e174e2ea1bb8d604", size = 3348184, upload-time = "2025-08-06T00:30:54.105Z" }, + { url = "https://files.pythonhosted.org/packages/a3/73/e354eae84ceff117ec3560141224724794828927fcc013c5b449bf0b8745/hf_xet-1.1.7-cp37-abi3-win_amd64.whl", hash = "sha256:2e356da7d284479ae0f1dea3cf5a2f74fdf925d6dca84ac4341930d892c7cb34", size = 2820008, upload-time = "2025-08-06T00:30:57.056Z" }, ] [[package]] @@ -411,7 +454,7 @@ wheels = [ [[package]] name = "huggingface-hub" -version = "0.33.4" +version = "0.34.4" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "filelock" }, @@ -423,9 +466,9 @@ dependencies = [ { name = "tqdm" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/4b/9e/9366b7349fc125dd68b9d384a0fea84d67b7497753fe92c71b67e13f47c4/huggingface_hub-0.33.4.tar.gz", hash = "sha256:6af13478deae120e765bfd92adad0ae1aec1ad8c439b46f23058ad5956cbca0a", size = 426674, upload-time = "2025-07-11T12:32:48.694Z" } +sdist = { url = "https://files.pythonhosted.org/packages/45/c9/bdbe19339f76d12985bc03572f330a01a93c04dffecaaea3061bdd7fb892/huggingface_hub-0.34.4.tar.gz", hash = "sha256:a4228daa6fb001be3f4f4bdaf9a0db00e1739235702848df00885c9b5742c85c", size = 459768, upload-time = "2025-08-08T09:14:52.365Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/46/7b/98daa50a2db034cab6cd23a3de04fa2358cb691593d28e9130203eb7a805/huggingface_hub-0.33.4-py3-none-any.whl", hash = "sha256:09f9f4e7ca62547c70f8b82767eefadd2667f4e116acba2e3e62a5a81815a7bb", size = 515339, upload-time = "2025-07-11T12:32:46.346Z" }, + { url = "https://files.pythonhosted.org/packages/39/7b/bb06b061991107cd8783f300adff3e7b7f284e330fd82f507f2a1417b11d/huggingface_hub-0.34.4-py3-none-any.whl", hash = "sha256:9b365d781739c93ff90c359844221beef048403f1bc1f1c123c191257c3c890a", size = 561452, upload-time = "2025-08-08T09:14:50.159Z" }, ] [[package]] @@ -470,6 +513,24 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/a4/ed/1f1afb2e9e7f38a545d628f864d562a5ae64fe6f7a10e28ffb9b185b4e89/importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec", size = 37461, upload-time = "2025-01-03T18:51:54.306Z" }, ] +[[package]] +name = "iniconfig" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f2/97/ebf4da567aa6827c909642694d71c9fcf53e5b504f2d96afea02718862f3/iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7", size = 4793, upload-time = "2025-03-19T20:09:59.721Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2c/e1/e6716421ea10d38022b952c159d5161ca1193197fb744506875fbb87ea7b/iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760", size = 6050, upload-time = "2025-03-19T20:10:01.071Z" }, +] + +[[package]] +name = "isort" +version = "5.13.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/87/f9/c1eb8635a24e87ade2efce21e3ce8cd6b8630bb685ddc9cdaca1349b2eb5/isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109", size = 175303, upload-time = "2023-12-13T20:37:26.124Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/b3/8def84f539e7d2289a02f0524b944b15d7c75dab7628bedf1c4f0992029c/isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6", size = 92310, upload-time = "2023-12-13T20:37:23.244Z" }, +] + [[package]] name = "jinja2" version = "3.1.6" @@ -578,14 +639,14 @@ wheels = [ [[package]] name = "markdown-it-py" -version = "3.0.0" +version = "4.0.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "mdurl" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/38/71/3b932df36c1a044d397a1f92d1cf91ee0a503d91e470cbd670aa66b07ed0/markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb", size = 74596, upload-time = "2023-06-03T06:41:14.443Z" } +sdist = { url = "https://files.pythonhosted.org/packages/5b/f5/4ec618ed16cc4f8fb3b701563655a69816155e79e24a17b651541804721d/markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3", size = 73070, upload-time = "2025-08-11T12:57:52.854Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1", size = 87528, upload-time = "2023-06-03T06:41:11.019Z" }, + { url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147", size = 87321, upload-time = "2025-08-11T12:57:51.923Z" }, ] [[package]] @@ -616,6 +677,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/4f/65/6079a46068dfceaeabb5dcad6d674f5f5c61a6fa5673746f42a9f4c233b3/MarkupSafe-3.0.2-cp313-cp313t-win_amd64.whl", hash = "sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f", size = 15739, upload-time = "2024-10-18T15:21:42.784Z" }, ] +[[package]] +name = "mccabe" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e7/ff/0ffefdcac38932a54d2b5eed4e0ba8a408f215002cd178ad1df0f2806ff8/mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325", size = 9658, upload-time = "2022-01-24T01:14:51.113Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/27/1a/1f68f9ba0c207934b35b86a8ca3aad8395a3d6dd7921c0686e23853ff5a9/mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e", size = 7350, upload-time = "2022-01-24T01:14:49.62Z" }, +] + [[package]] name = "mdurl" version = "0.1.2" @@ -627,26 +697,66 @@ wheels = [ [[package]] name = "mmh3" -version = "5.1.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/47/1b/1fc6888c74cbd8abad1292dde2ddfcf8fc059e114c97dd6bf16d12f36293/mmh3-5.1.0.tar.gz", hash = "sha256:136e1e670500f177f49ec106a4ebf0adf20d18d96990cc36ea492c651d2b406c", size = 33728, upload-time = "2025-01-25T08:39:43.386Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/05/06/a098a42870db16c0a54a82c56a5bdc873de3165218cd5b3ca59dbc0d31a7/mmh3-5.1.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7a523899ca29cfb8a5239618474a435f3d892b22004b91779fcb83504c0d5b8c", size = 56165, upload-time = "2025-01-25T08:39:06.887Z" }, - { url = "https://files.pythonhosted.org/packages/5a/65/eaada79a67fde1f43e1156d9630e2fb70655e1d3f4e8f33d7ffa31eeacfd/mmh3-5.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:17cef2c3a6ca2391ca7171a35ed574b5dab8398163129a3e3a4c05ab85a4ff40", size = 40569, upload-time = "2025-01-25T08:39:07.945Z" }, - { url = "https://files.pythonhosted.org/packages/36/7e/2b6c43ed48be583acd68e34d16f19209a9f210e4669421b0321e326d8554/mmh3-5.1.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:52e12895b30110f3d89dae59a888683cc886ed0472dd2eca77497edef6161997", size = 40104, upload-time = "2025-01-25T08:39:09.598Z" }, - { url = "https://files.pythonhosted.org/packages/11/2b/1f9e962fdde8e41b0f43d22c8ba719588de8952f9376df7d73a434827590/mmh3-5.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e0d6719045cda75c3f40397fc24ab67b18e0cb8f69d3429ab4c39763c4c608dd", size = 102497, upload-time = "2025-01-25T08:39:10.512Z" }, - { url = "https://files.pythonhosted.org/packages/46/94/d6c5c3465387ba077cccdc028ab3eec0d86eed1eebe60dcf4d15294056be/mmh3-5.1.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d19fa07d303a91f8858982c37e6939834cb11893cb3ff20e6ee6fa2a7563826a", size = 108834, upload-time = "2025-01-25T08:39:11.568Z" }, - { url = "https://files.pythonhosted.org/packages/34/1e/92c212bb81796b69dddfd50a8a8f4b26ab0d38fdaf1d3e8628a67850543b/mmh3-5.1.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:31b47a620d622fbde8ca1ca0435c5d25de0ac57ab507209245e918128e38e676", size = 106936, upload-time = "2025-01-25T08:39:12.638Z" }, - { url = "https://files.pythonhosted.org/packages/f4/41/f2f494bbff3aad5ffd2085506255049de76cde51ddac84058e32768acc79/mmh3-5.1.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00f810647c22c179b6821079f7aa306d51953ac893587ee09cf1afb35adf87cb", size = 93709, upload-time = "2025-01-25T08:39:14.071Z" }, - { url = "https://files.pythonhosted.org/packages/9e/a9/a2cc4a756d73d9edf4fb85c76e16fd56b0300f8120fd760c76b28f457730/mmh3-5.1.0-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f6128b610b577eed1e89ac7177ab0c33d06ade2aba93f5c89306032306b5f1c6", size = 101623, upload-time = "2025-01-25T08:39:15.507Z" }, - { url = "https://files.pythonhosted.org/packages/5e/6f/b9d735533b6a56b2d56333ff89be6a55ac08ba7ff33465feb131992e33eb/mmh3-5.1.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1e550a45d2ff87a1c11b42015107f1778c93f4c6f8e731bf1b8fa770321b8cc4", size = 98521, upload-time = "2025-01-25T08:39:16.77Z" }, - { url = "https://files.pythonhosted.org/packages/99/47/dff2b54fac0d421c1e6ecbd2d9c85b2d0e6f6ee0d10b115d9364116a511e/mmh3-5.1.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:785ae09276342f79fd8092633e2d52c0f7c44d56e8cfda8274ccc9b76612dba2", size = 96696, upload-time = "2025-01-25T08:39:17.805Z" }, - { url = "https://files.pythonhosted.org/packages/be/43/9e205310f47c43ddf1575bb3a1769c36688f30f1ac105e0f0c878a29d2cd/mmh3-5.1.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:0f4be3703a867ef976434afd3661a33884abe73ceb4ee436cac49d3b4c2aaa7b", size = 105234, upload-time = "2025-01-25T08:39:18.908Z" }, - { url = "https://files.pythonhosted.org/packages/6b/44/90b11fd2b67dcb513f5bfe9b476eb6ca2d5a221c79b49884dc859100905e/mmh3-5.1.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:e513983830c4ff1f205ab97152a0050cf7164f1b4783d702256d39c637b9d107", size = 98449, upload-time = "2025-01-25T08:39:20.719Z" }, - { url = "https://files.pythonhosted.org/packages/f0/d0/25c4b0c7b8e49836541059b28e034a4cccd0936202800d43a1cc48495ecb/mmh3-5.1.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b9135c300535c828c0bae311b659f33a31c941572eae278568d1a953c4a57b59", size = 97796, upload-time = "2025-01-25T08:39:22.453Z" }, - { url = "https://files.pythonhosted.org/packages/23/fa/cbbb7fcd0e287a715f1cd28a10de94c0535bd94164e38b852abc18da28c6/mmh3-5.1.0-cp313-cp313-win32.whl", hash = "sha256:c65dbd12885a5598b70140d24de5839551af5a99b29f9804bb2484b29ef07692", size = 40828, upload-time = "2025-01-25T08:39:23.372Z" }, - { url = "https://files.pythonhosted.org/packages/09/33/9fb90ef822f7b734955a63851907cf72f8a3f9d8eb3c5706bfa6772a2a77/mmh3-5.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:10db7765201fc65003fa998faa067417ef6283eb5f9bba8f323c48fd9c33e91f", size = 41504, upload-time = "2025-01-25T08:39:24.286Z" }, - { url = "https://files.pythonhosted.org/packages/16/71/4ad9a42f2772793a03cb698f0fc42499f04e6e8d2560ba2f7da0fb059a8e/mmh3-5.1.0-cp313-cp313-win_arm64.whl", hash = "sha256:b22fe2e54be81f6c07dcb36b96fa250fb72effe08aa52fbb83eade6e1e2d5fd7", size = 38890, upload-time = "2025-01-25T08:39:25.28Z" }, +version = "5.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a7/af/f28c2c2f51f31abb4725f9a64bc7863d5f491f6539bd26aee2a1d21a649e/mmh3-5.2.0.tar.gz", hash = "sha256:1efc8fec8478e9243a78bb993422cf79f8ff85cb4cf6b79647480a31e0d950a8", size = 33582, upload-time = "2025-07-29T07:43:48.49Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d8/fa/27f6ab93995ef6ad9f940e96593c5dd24744d61a7389532b0fec03745607/mmh3-5.2.0-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:e79c00eba78f7258e5b354eccd4d7907d60317ced924ea4a5f2e9d83f5453065", size = 40874, upload-time = "2025-07-29T07:42:30.662Z" }, + { url = "https://files.pythonhosted.org/packages/11/9c/03d13bcb6a03438bc8cac3d2e50f80908d159b31a4367c2e1a7a077ded32/mmh3-5.2.0-cp313-cp313-android_21_x86_64.whl", hash = "sha256:956127e663d05edbeec54df38885d943dfa27406594c411139690485128525de", size = 42012, upload-time = "2025-07-29T07:42:31.539Z" }, + { url = "https://files.pythonhosted.org/packages/4e/78/0865d9765408a7d504f1789944e678f74e0888b96a766d578cb80b040999/mmh3-5.2.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:c3dca4cb5b946ee91b3d6bb700d137b1cd85c20827f89fdf9c16258253489044", size = 39197, upload-time = "2025-07-29T07:42:32.374Z" }, + { url = "https://files.pythonhosted.org/packages/3e/12/76c3207bd186f98b908b6706c2317abb73756d23a4e68ea2bc94825b9015/mmh3-5.2.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:e651e17bfde5840e9e4174b01e9e080ce49277b70d424308b36a7969d0d1af73", size = 39840, upload-time = "2025-07-29T07:42:33.227Z" }, + { url = "https://files.pythonhosted.org/packages/5d/0d/574b6cce5555c9f2b31ea189ad44986755eb14e8862db28c8b834b8b64dc/mmh3-5.2.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:9f64bf06f4bf623325fda3a6d02d36cd69199b9ace99b04bb2d7fd9f89688504", size = 40644, upload-time = "2025-07-29T07:42:34.099Z" }, + { url = "https://files.pythonhosted.org/packages/52/82/3731f8640b79c46707f53ed72034a58baad400be908c87b0088f1f89f986/mmh3-5.2.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ddc63328889bcaee77b743309e5c7d2d52cee0d7d577837c91b6e7cc9e755e0b", size = 56153, upload-time = "2025-07-29T07:42:35.031Z" }, + { url = "https://files.pythonhosted.org/packages/4f/34/e02dca1d4727fd9fdeaff9e2ad6983e1552804ce1d92cc796e5b052159bb/mmh3-5.2.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:bb0fdc451fb6d86d81ab8f23d881b8d6e37fc373a2deae1c02d27002d2ad7a05", size = 40684, upload-time = "2025-07-29T07:42:35.914Z" }, + { url = "https://files.pythonhosted.org/packages/8f/36/3dee40767356e104967e6ed6d102ba47b0b1ce2a89432239b95a94de1b89/mmh3-5.2.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b29044e1ffdb84fe164d0a7ea05c7316afea93c00f8ed9449cf357c36fc4f814", size = 40057, upload-time = "2025-07-29T07:42:36.755Z" }, + { url = "https://files.pythonhosted.org/packages/31/58/228c402fccf76eb39a0a01b8fc470fecf21965584e66453b477050ee0e99/mmh3-5.2.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:58981d6ea9646dbbf9e59a30890cbf9f610df0e4a57dbfe09215116fd90b0093", size = 97344, upload-time = "2025-07-29T07:42:37.675Z" }, + { url = "https://files.pythonhosted.org/packages/34/82/fc5ce89006389a6426ef28e326fc065b0fbaaed230373b62d14c889f47ea/mmh3-5.2.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7e5634565367b6d98dc4aa2983703526ef556b3688ba3065edb4b9b90ede1c54", size = 103325, upload-time = "2025-07-29T07:42:38.591Z" }, + { url = "https://files.pythonhosted.org/packages/09/8c/261e85777c6aee1ebd53f2f17e210e7481d5b0846cd0b4a5c45f1e3761b8/mmh3-5.2.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b0271ac12415afd3171ab9a3c7cbfc71dee2c68760a7dc9d05bf8ed6ddfa3a7a", size = 106240, upload-time = "2025-07-29T07:42:39.563Z" }, + { url = "https://files.pythonhosted.org/packages/70/73/2f76b3ad8a3d431824e9934403df36c0ddacc7831acf82114bce3c4309c8/mmh3-5.2.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:45b590e31bc552c6f8e2150ff1ad0c28dd151e9f87589e7eaf508fbdd8e8e908", size = 113060, upload-time = "2025-07-29T07:42:40.585Z" }, + { url = "https://files.pythonhosted.org/packages/9f/b9/7ea61a34e90e50a79a9d87aa1c0b8139a7eaf4125782b34b7d7383472633/mmh3-5.2.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:bdde97310d59604f2a9119322f61b31546748499a21b44f6715e8ced9308a6c5", size = 120781, upload-time = "2025-07-29T07:42:41.618Z" }, + { url = "https://files.pythonhosted.org/packages/0f/5b/ae1a717db98c7894a37aeedbd94b3f99e6472a836488f36b6849d003485b/mmh3-5.2.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:fc9c5f280438cf1c1a8f9abb87dc8ce9630a964120cfb5dd50d1e7ce79690c7a", size = 99174, upload-time = "2025-07-29T07:42:42.587Z" }, + { url = "https://files.pythonhosted.org/packages/e3/de/000cce1d799fceebb6d4487ae29175dd8e81b48e314cba7b4da90bcf55d7/mmh3-5.2.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:c903e71fd8debb35ad2a4184c1316b3cb22f64ce517b4e6747f25b0a34e41266", size = 98734, upload-time = "2025-07-29T07:42:43.996Z" }, + { url = "https://files.pythonhosted.org/packages/79/19/0dc364391a792b72fbb22becfdeacc5add85cc043cd16986e82152141883/mmh3-5.2.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:eed4bba7ff8a0d37106ba931ab03bdd3915fbb025bcf4e1f0aa02bc8114960c5", size = 106493, upload-time = "2025-07-29T07:42:45.07Z" }, + { url = "https://files.pythonhosted.org/packages/3c/b1/bc8c28e4d6e807bbb051fefe78e1156d7f104b89948742ad310612ce240d/mmh3-5.2.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:1fdb36b940e9261aff0b5177c5b74a36936b902f473180f6c15bde26143681a9", size = 110089, upload-time = "2025-07-29T07:42:46.122Z" }, + { url = "https://files.pythonhosted.org/packages/3b/a2/d20f3f5c95e9c511806686c70d0a15479cc3941c5f322061697af1c1ff70/mmh3-5.2.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7303aab41e97adcf010a09efd8f1403e719e59b7705d5e3cfed3dd7571589290", size = 97571, upload-time = "2025-07-29T07:42:47.18Z" }, + { url = "https://files.pythonhosted.org/packages/7b/23/665296fce4f33488deec39a750ffd245cfc07aafb0e3ef37835f91775d14/mmh3-5.2.0-cp313-cp313-win32.whl", hash = "sha256:03e08c6ebaf666ec1e3d6ea657a2d363bb01effd1a9acfe41f9197decaef0051", size = 40806, upload-time = "2025-07-29T07:42:48.166Z" }, + { url = "https://files.pythonhosted.org/packages/59/b0/92e7103f3b20646e255b699e2d0327ce53a3f250e44367a99dc8be0b7c7a/mmh3-5.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:7fddccd4113e7b736706e17a239a696332360cbaddf25ae75b57ba1acce65081", size = 41600, upload-time = "2025-07-29T07:42:49.371Z" }, + { url = "https://files.pythonhosted.org/packages/99/22/0b2bd679a84574647de538c5b07ccaa435dbccc37815067fe15b90fe8dad/mmh3-5.2.0-cp313-cp313-win_arm64.whl", hash = "sha256:fa0c966ee727aad5406d516375593c5f058c766b21236ab8985693934bb5085b", size = 39349, upload-time = "2025-07-29T07:42:50.268Z" }, + { url = "https://files.pythonhosted.org/packages/f7/ca/a20db059a8a47048aaf550da14a145b56e9c7386fb8280d3ce2962dcebf7/mmh3-5.2.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:e5015f0bb6eb50008bed2d4b1ce0f2a294698a926111e4bb202c0987b4f89078", size = 39209, upload-time = "2025-07-29T07:42:51.559Z" }, + { url = "https://files.pythonhosted.org/packages/98/dd/e5094799d55c7482d814b979a0fd608027d0af1b274bfb4c3ea3e950bfd5/mmh3-5.2.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:e0f3ed828d709f5b82d8bfe14f8856120718ec4bd44a5b26102c3030a1e12501", size = 39843, upload-time = "2025-07-29T07:42:52.536Z" }, + { url = "https://files.pythonhosted.org/packages/f4/6b/7844d7f832c85400e7cc89a1348e4e1fdd38c5a38415bb5726bbb8fcdb6c/mmh3-5.2.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:f35727c5118aba95f0397e18a1a5b8405425581bfe53e821f0fb444cbdc2bc9b", size = 40648, upload-time = "2025-07-29T07:42:53.392Z" }, + { url = "https://files.pythonhosted.org/packages/1f/bf/71f791f48a21ff3190ba5225807cbe4f7223360e96862c376e6e3fb7efa7/mmh3-5.2.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3bc244802ccab5220008cb712ca1508cb6a12f0eb64ad62997156410579a1770", size = 56164, upload-time = "2025-07-29T07:42:54.267Z" }, + { url = "https://files.pythonhosted.org/packages/70/1f/f87e3d34d83032b4f3f0f528c6d95a98290fcacf019da61343a49dccfd51/mmh3-5.2.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ff3d50dc3fe8a98059f99b445dfb62792b5d006c5e0b8f03c6de2813b8376110", size = 40692, upload-time = "2025-07-29T07:42:55.234Z" }, + { url = "https://files.pythonhosted.org/packages/a6/e2/db849eaed07117086f3452feca8c839d30d38b830ac59fe1ce65af8be5ad/mmh3-5.2.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:37a358cc881fe796e099c1db6ce07ff757f088827b4e8467ac52b7a7ffdca647", size = 40068, upload-time = "2025-07-29T07:42:56.158Z" }, + { url = "https://files.pythonhosted.org/packages/df/6b/209af927207af77425b044e32f77f49105a0b05d82ff88af6971d8da4e19/mmh3-5.2.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:b9a87025121d1c448f24f27ff53a5fe7b6ef980574b4a4f11acaabe702420d63", size = 97367, upload-time = "2025-07-29T07:42:57.037Z" }, + { url = "https://files.pythonhosted.org/packages/ca/e0/78adf4104c425606a9ce33fb351f790c76a6c2314969c4a517d1ffc92196/mmh3-5.2.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1ba55d6ca32eeef8b2625e1e4bfc3b3db52bc63014bd7e5df8cc11bf2b036b12", size = 103306, upload-time = "2025-07-29T07:42:58.522Z" }, + { url = "https://files.pythonhosted.org/packages/a3/79/c2b89f91b962658b890104745b1b6c9ce38d50a889f000b469b91eeb1b9e/mmh3-5.2.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c9ff37ba9f15637e424c2ab57a1a590c52897c845b768e4e0a4958084ec87f22", size = 106312, upload-time = "2025-07-29T07:42:59.552Z" }, + { url = "https://files.pythonhosted.org/packages/4b/14/659d4095528b1a209be90934778c5ffe312177d51e365ddcbca2cac2ec7c/mmh3-5.2.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a094319ec0db52a04af9fdc391b4d39a1bc72bc8424b47c4411afb05413a44b5", size = 113135, upload-time = "2025-07-29T07:43:00.745Z" }, + { url = "https://files.pythonhosted.org/packages/8d/6f/cd7734a779389a8a467b5c89a48ff476d6f2576e78216a37551a97e9e42a/mmh3-5.2.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c5584061fd3da584659b13587f26c6cad25a096246a481636d64375d0c1f6c07", size = 120775, upload-time = "2025-07-29T07:43:02.124Z" }, + { url = "https://files.pythonhosted.org/packages/1d/ca/8256e3b96944408940de3f9291d7e38a283b5761fe9614d4808fcf27bd62/mmh3-5.2.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ecbfc0437ddfdced5e7822d1ce4855c9c64f46819d0fdc4482c53f56c707b935", size = 99178, upload-time = "2025-07-29T07:43:03.182Z" }, + { url = "https://files.pythonhosted.org/packages/8a/32/39e2b3cf06b6e2eb042c984dab8680841ac2a0d3ca6e0bea30db1f27b565/mmh3-5.2.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:7b986d506a8e8ea345791897ba5d8ba0d9d8820cd4fc3e52dbe6de19388de2e7", size = 98738, upload-time = "2025-07-29T07:43:04.207Z" }, + { url = "https://files.pythonhosted.org/packages/61/d3/7bbc8e0e8cf65ebbe1b893ffa0467b7ecd1bd07c3bbf6c9db4308ada22ec/mmh3-5.2.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:38d899a156549da8ef6a9f1d6f7ef231228d29f8f69bce2ee12f5fba6d6fd7c5", size = 106510, upload-time = "2025-07-29T07:43:05.656Z" }, + { url = "https://files.pythonhosted.org/packages/10/99/b97e53724b52374e2f3859046f0eb2425192da356cb19784d64bc17bb1cf/mmh3-5.2.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:d86651fa45799530885ba4dab3d21144486ed15285e8784181a0ab37a4552384", size = 110053, upload-time = "2025-07-29T07:43:07.204Z" }, + { url = "https://files.pythonhosted.org/packages/ac/62/3688c7d975ed195155671df68788c83fed6f7909b6ec4951724c6860cb97/mmh3-5.2.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c463d7c1c4cfc9d751efeaadd936bbba07b5b0ed81a012b3a9f5a12f0872bd6e", size = 97546, upload-time = "2025-07-29T07:43:08.226Z" }, + { url = "https://files.pythonhosted.org/packages/ca/3b/c6153250f03f71a8b7634cded82939546cdfba02e32f124ff51d52c6f991/mmh3-5.2.0-cp314-cp314-win32.whl", hash = "sha256:bb4fe46bdc6104fbc28db7a6bacb115ee6368ff993366bbd8a2a7f0076e6f0c0", size = 41422, upload-time = "2025-07-29T07:43:09.216Z" }, + { url = "https://files.pythonhosted.org/packages/74/01/a27d98bab083a435c4c07e9d1d720d4c8a578bf4c270bae373760b1022be/mmh3-5.2.0-cp314-cp314-win_amd64.whl", hash = "sha256:7c7f0b342fd06044bedd0b6e72177ddc0076f54fd89ee239447f8b271d919d9b", size = 42135, upload-time = "2025-07-29T07:43:10.183Z" }, + { url = "https://files.pythonhosted.org/packages/cb/c9/dbba5507e95429b8b380e2ba091eff5c20a70a59560934dff0ad8392b8c8/mmh3-5.2.0-cp314-cp314-win_arm64.whl", hash = "sha256:3193752fc05ea72366c2b63ff24b9a190f422e32d75fdeae71087c08fff26115", size = 39879, upload-time = "2025-07-29T07:43:11.106Z" }, + { url = "https://files.pythonhosted.org/packages/b5/d1/c8c0ef839c17258b9de41b84f663574fabcf8ac2007b7416575e0f65ff6e/mmh3-5.2.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:69fc339d7202bea69ef9bd7c39bfdf9fdabc8e6822a01eba62fb43233c1b3932", size = 57696, upload-time = "2025-07-29T07:43:11.989Z" }, + { url = "https://files.pythonhosted.org/packages/2f/55/95e2b9ff201e89f9fe37036037ab61a6c941942b25cdb7b6a9df9b931993/mmh3-5.2.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:12da42c0a55c9d86ab566395324213c319c73ecb0c239fad4726324212b9441c", size = 41421, upload-time = "2025-07-29T07:43:13.269Z" }, + { url = "https://files.pythonhosted.org/packages/77/79/9be23ad0b7001a4b22752e7693be232428ecc0a35068a4ff5c2f14ef8b20/mmh3-5.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f7f9034c7cf05ddfaac8d7a2e63a3c97a840d4615d0a0e65ba8bdf6f8576e3be", size = 40853, upload-time = "2025-07-29T07:43:14.888Z" }, + { url = "https://files.pythonhosted.org/packages/ac/1b/96b32058eda1c1dee8264900c37c359a7325c1f11f5ff14fd2be8e24eff9/mmh3-5.2.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:11730eeb16dfcf9674fdea9bb6b8e6dd9b40813b7eb839bc35113649eef38aeb", size = 109694, upload-time = "2025-07-29T07:43:15.816Z" }, + { url = "https://files.pythonhosted.org/packages/8d/6f/a2ae44cd7dad697b6dea48390cbc977b1e5ca58fda09628cbcb2275af064/mmh3-5.2.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:932a6eec1d2e2c3c9e630d10f7128d80e70e2d47fe6b8c7ea5e1afbd98733e65", size = 117438, upload-time = "2025-07-29T07:43:16.865Z" }, + { url = "https://files.pythonhosted.org/packages/a0/08/bfb75451c83f05224a28afeaf3950c7b793c0b71440d571f8e819cfb149a/mmh3-5.2.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3ca975c51c5028947bbcfc24966517aac06a01d6c921e30f7c5383c195f87991", size = 120409, upload-time = "2025-07-29T07:43:18.207Z" }, + { url = "https://files.pythonhosted.org/packages/9f/ea/8b118b69b2ff8df568f742387d1a159bc654a0f78741b31437dd047ea28e/mmh3-5.2.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5b0b58215befe0f0e120b828f7645e97719bbba9f23b69e268ed0ac7adde8645", size = 125909, upload-time = "2025-07-29T07:43:19.39Z" }, + { url = "https://files.pythonhosted.org/packages/3e/11/168cc0b6a30650032e351a3b89b8a47382da541993a03af91e1ba2501234/mmh3-5.2.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29c2b9ce61886809d0492a274a5a53047742dea0f703f9c4d5d223c3ea6377d3", size = 135331, upload-time = "2025-07-29T07:43:20.435Z" }, + { url = "https://files.pythonhosted.org/packages/31/05/e3a9849b1c18a7934c64e831492c99e67daebe84a8c2f2c39a7096a830e3/mmh3-5.2.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:a367d4741ac0103f8198c82f429bccb9359f543ca542b06a51f4f0332e8de279", size = 110085, upload-time = "2025-07-29T07:43:21.92Z" }, + { url = "https://files.pythonhosted.org/packages/d9/d5/a96bcc306e3404601418b2a9a370baec92af84204528ba659fdfe34c242f/mmh3-5.2.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:5a5dba98e514fb26241868f6eb90a7f7ca0e039aed779342965ce24ea32ba513", size = 111195, upload-time = "2025-07-29T07:43:23.066Z" }, + { url = "https://files.pythonhosted.org/packages/af/29/0fd49801fec5bff37198684e0849b58e0dab3a2a68382a357cfffb0fafc3/mmh3-5.2.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:941603bfd75a46023807511c1ac2f1b0f39cccc393c15039969806063b27e6db", size = 116919, upload-time = "2025-07-29T07:43:24.178Z" }, + { url = "https://files.pythonhosted.org/packages/2d/04/4f3c32b0a2ed762edca45d8b46568fc3668e34f00fb1e0a3b5451ec1281c/mmh3-5.2.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:132dd943451a7c7546978863d2f5a64977928410782e1a87d583cb60eb89e667", size = 123160, upload-time = "2025-07-29T07:43:25.26Z" }, + { url = "https://files.pythonhosted.org/packages/91/76/3d29eaa38821730633d6a240d36fa8ad2807e9dfd432c12e1a472ed211eb/mmh3-5.2.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f698733a8a494466432d611a8f0d1e026f5286dee051beea4b3c3146817e35d5", size = 110206, upload-time = "2025-07-29T07:43:26.699Z" }, + { url = "https://files.pythonhosted.org/packages/44/1c/ccf35892684d3a408202e296e56843743e0b4fb1629e59432ea88cdb3909/mmh3-5.2.0-cp314-cp314t-win32.whl", hash = "sha256:6d541038b3fc360ec538fc116de87462627944765a6750308118f8b509a8eec7", size = 41970, upload-time = "2025-07-29T07:43:27.666Z" }, + { url = "https://files.pythonhosted.org/packages/75/b2/b9e4f1e5adb5e21eb104588fcee2cd1eaa8308255173481427d5ecc4284e/mmh3-5.2.0-cp314-cp314t-win_amd64.whl", hash = "sha256:e912b19cf2378f2967d0c08e86ff4c6c360129887f678e27e4dde970d21b3f4d", size = 43063, upload-time = "2025-07-29T07:43:28.582Z" }, + { url = "https://files.pythonhosted.org/packages/6a/fc/0e61d9a4e29c8679356795a40e48f647b4aad58d71bfc969f0f8f56fb912/mmh3-5.2.0-cp314-cp314t-win_arm64.whl", hash = "sha256:e7884931fe5e788163e7b3c511614130c2c59feffdc21112290a194487efb2e9", size = 40455, upload-time = "2025-07-29T07:43:29.563Z" }, ] [[package]] @@ -658,6 +768,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c", size = 536198, upload-time = "2023-03-07T16:47:09.197Z" }, ] +[[package]] +name = "mypy-extensions" +version = "1.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/6e/371856a3fb9d31ca8dac321cda606860fa4548858c0cc45d9d1d4ca2628b/mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558", size = 6343, upload-time = "2025-04-22T14:54:24.164Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505", size = 4963, upload-time = "2025-04-22T14:54:22.983Z" }, +] + [[package]] name = "networkx" version = "3.5" @@ -669,111 +788,129 @@ wheels = [ [[package]] name = "numpy" -version = "2.3.1" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/2e/19/d7c972dfe90a353dbd3efbbe1d14a5951de80c99c9dc1b93cd998d51dc0f/numpy-2.3.1.tar.gz", hash = "sha256:1ec9ae20a4226da374362cca3c62cd753faf2f951440b0e3b98e93c235441d2b", size = 20390372, upload-time = "2025-06-21T12:28:33.469Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/d4/bd/35ad97006d8abff8631293f8ea6adf07b0108ce6fec68da3c3fcca1197f2/numpy-2.3.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:25a1992b0a3fdcdaec9f552ef10d8103186f5397ab45e2d25f8ac51b1a6b97e8", size = 20889381, upload-time = "2025-06-21T12:19:04.103Z" }, - { url = "https://files.pythonhosted.org/packages/f1/4f/df5923874d8095b6062495b39729178eef4a922119cee32a12ee1bd4664c/numpy-2.3.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7dea630156d39b02a63c18f508f85010230409db5b2927ba59c8ba4ab3e8272e", size = 14152726, upload-time = "2025-06-21T12:19:25.599Z" }, - { url = "https://files.pythonhosted.org/packages/8c/0f/a1f269b125806212a876f7efb049b06c6f8772cf0121139f97774cd95626/numpy-2.3.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:bada6058dd886061f10ea15f230ccf7dfff40572e99fef440a4a857c8728c9c0", size = 5105145, upload-time = "2025-06-21T12:19:34.782Z" }, - { url = "https://files.pythonhosted.org/packages/6d/63/a7f7fd5f375b0361682f6ffbf686787e82b7bbd561268e4f30afad2bb3c0/numpy-2.3.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:a894f3816eb17b29e4783e5873f92faf55b710c2519e5c351767c51f79d8526d", size = 6639409, upload-time = "2025-06-21T12:19:45.228Z" }, - { url = "https://files.pythonhosted.org/packages/bf/0d/1854a4121af895aab383f4aa233748f1df4671ef331d898e32426756a8a6/numpy-2.3.1-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:18703df6c4a4fee55fd3d6e5a253d01c5d33a295409b03fda0c86b3ca2ff41a1", size = 14257630, upload-time = "2025-06-21T12:20:06.544Z" }, - { url = "https://files.pythonhosted.org/packages/50/30/af1b277b443f2fb08acf1c55ce9d68ee540043f158630d62cef012750f9f/numpy-2.3.1-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:5902660491bd7a48b2ec16c23ccb9124b8abfd9583c5fdfa123fe6b421e03de1", size = 16627546, upload-time = "2025-06-21T12:20:31.002Z" }, - { url = "https://files.pythonhosted.org/packages/6e/ec/3b68220c277e463095342d254c61be8144c31208db18d3fd8ef02712bcd6/numpy-2.3.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:36890eb9e9d2081137bd78d29050ba63b8dab95dff7912eadf1185e80074b2a0", size = 15562538, upload-time = "2025-06-21T12:20:54.322Z" }, - { url = "https://files.pythonhosted.org/packages/77/2b/4014f2bcc4404484021c74d4c5ee8eb3de7e3f7ac75f06672f8dcf85140a/numpy-2.3.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a780033466159c2270531e2b8ac063704592a0bc62ec4a1b991c7c40705eb0e8", size = 18360327, upload-time = "2025-06-21T12:21:21.053Z" }, - { url = "https://files.pythonhosted.org/packages/40/8d/2ddd6c9b30fcf920837b8672f6c65590c7d92e43084c25fc65edc22e93ca/numpy-2.3.1-cp313-cp313-win32.whl", hash = "sha256:39bff12c076812595c3a306f22bfe49919c5513aa1e0e70fac756a0be7c2a2b8", size = 6312330, upload-time = "2025-06-21T12:25:07.447Z" }, - { url = "https://files.pythonhosted.org/packages/dd/c8/beaba449925988d415efccb45bf977ff8327a02f655090627318f6398c7b/numpy-2.3.1-cp313-cp313-win_amd64.whl", hash = "sha256:8d5ee6eec45f08ce507a6570e06f2f879b374a552087a4179ea7838edbcbfa42", size = 12731565, upload-time = "2025-06-21T12:25:26.444Z" }, - { url = "https://files.pythonhosted.org/packages/0b/c3/5c0c575d7ec78c1126998071f58facfc124006635da75b090805e642c62e/numpy-2.3.1-cp313-cp313-win_arm64.whl", hash = "sha256:0c4d9e0a8368db90f93bd192bfa771ace63137c3488d198ee21dfb8e7771916e", size = 10190262, upload-time = "2025-06-21T12:25:42.196Z" }, - { url = "https://files.pythonhosted.org/packages/ea/19/a029cd335cf72f79d2644dcfc22d90f09caa86265cbbde3b5702ccef6890/numpy-2.3.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:b0b5397374f32ec0649dd98c652a1798192042e715df918c20672c62fb52d4b8", size = 20987593, upload-time = "2025-06-21T12:21:51.664Z" }, - { url = "https://files.pythonhosted.org/packages/25/91/8ea8894406209107d9ce19b66314194675d31761fe2cb3c84fe2eeae2f37/numpy-2.3.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c5bdf2015ccfcee8253fb8be695516ac4457c743473a43290fd36eba6a1777eb", size = 14300523, upload-time = "2025-06-21T12:22:13.583Z" }, - { url = "https://files.pythonhosted.org/packages/a6/7f/06187b0066eefc9e7ce77d5f2ddb4e314a55220ad62dd0bfc9f2c44bac14/numpy-2.3.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:d70f20df7f08b90a2062c1f07737dd340adccf2068d0f1b9b3d56e2038979fee", size = 5227993, upload-time = "2025-06-21T12:22:22.53Z" }, - { url = "https://files.pythonhosted.org/packages/e8/ec/a926c293c605fa75e9cfb09f1e4840098ed46d2edaa6e2152ee35dc01ed3/numpy-2.3.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:2fb86b7e58f9ac50e1e9dd1290154107e47d1eef23a0ae9145ded06ea606f992", size = 6736652, upload-time = "2025-06-21T12:22:33.629Z" }, - { url = "https://files.pythonhosted.org/packages/e3/62/d68e52fb6fde5586650d4c0ce0b05ff3a48ad4df4ffd1b8866479d1d671d/numpy-2.3.1-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:23ab05b2d241f76cb883ce8b9a93a680752fbfcbd51c50eff0b88b979e471d8c", size = 14331561, upload-time = "2025-06-21T12:22:55.056Z" }, - { url = "https://files.pythonhosted.org/packages/fc/ec/b74d3f2430960044bdad6900d9f5edc2dc0fb8bf5a0be0f65287bf2cbe27/numpy-2.3.1-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:ce2ce9e5de4703a673e705183f64fd5da5bf36e7beddcb63a25ee2286e71ca48", size = 16693349, upload-time = "2025-06-21T12:23:20.53Z" }, - { url = "https://files.pythonhosted.org/packages/0d/15/def96774b9d7eb198ddadfcbd20281b20ebb510580419197e225f5c55c3e/numpy-2.3.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:c4913079974eeb5c16ccfd2b1f09354b8fed7e0d6f2cab933104a09a6419b1ee", size = 15642053, upload-time = "2025-06-21T12:23:43.697Z" }, - { url = "https://files.pythonhosted.org/packages/2b/57/c3203974762a759540c6ae71d0ea2341c1fa41d84e4971a8e76d7141678a/numpy-2.3.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:010ce9b4f00d5c036053ca684c77441f2f2c934fd23bee058b4d6f196efd8280", size = 18434184, upload-time = "2025-06-21T12:24:10.708Z" }, - { url = "https://files.pythonhosted.org/packages/22/8a/ccdf201457ed8ac6245187850aff4ca56a79edbea4829f4e9f14d46fa9a5/numpy-2.3.1-cp313-cp313t-win32.whl", hash = "sha256:6269b9edfe32912584ec496d91b00b6d34282ca1d07eb10e82dfc780907d6c2e", size = 6440678, upload-time = "2025-06-21T12:24:21.596Z" }, - { url = "https://files.pythonhosted.org/packages/f1/7e/7f431d8bd8eb7e03d79294aed238b1b0b174b3148570d03a8a8a8f6a0da9/numpy-2.3.1-cp313-cp313t-win_amd64.whl", hash = "sha256:2a809637460e88a113e186e87f228d74ae2852a2e0c44de275263376f17b5bdc", size = 12870697, upload-time = "2025-06-21T12:24:40.644Z" }, - { url = "https://files.pythonhosted.org/packages/d4/ca/af82bf0fad4c3e573c6930ed743b5308492ff19917c7caaf2f9b6f9e2e98/numpy-2.3.1-cp313-cp313t-win_arm64.whl", hash = "sha256:eccb9a159db9aed60800187bc47a6d3451553f0e1b08b068d8b277ddfbb9b244", size = 10260376, upload-time = "2025-06-21T12:24:56.884Z" }, +version = "2.3.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/37/7d/3fec4199c5ffb892bed55cff901e4f39a58c81df9c44c280499e92cad264/numpy-2.3.2.tar.gz", hash = "sha256:e0486a11ec30cdecb53f184d496d1c6a20786c81e55e41640270130056f8ee48", size = 20489306, upload-time = "2025-07-24T21:32:07.553Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1c/c0/c6bb172c916b00700ed3bf71cb56175fd1f7dbecebf8353545d0b5519f6c/numpy-2.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c8d9727f5316a256425892b043736d63e89ed15bbfe6556c5ff4d9d4448ff3b3", size = 20949074, upload-time = "2025-07-24T20:43:07.813Z" }, + { url = "https://files.pythonhosted.org/packages/20/4e/c116466d22acaf4573e58421c956c6076dc526e24a6be0903219775d862e/numpy-2.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:efc81393f25f14d11c9d161e46e6ee348637c0a1e8a54bf9dedc472a3fae993b", size = 14177311, upload-time = "2025-07-24T20:43:29.335Z" }, + { url = "https://files.pythonhosted.org/packages/78/45/d4698c182895af189c463fc91d70805d455a227261d950e4e0f1310c2550/numpy-2.3.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:dd937f088a2df683cbb79dda9a772b62a3e5a8a7e76690612c2737f38c6ef1b6", size = 5106022, upload-time = "2025-07-24T20:43:37.999Z" }, + { url = "https://files.pythonhosted.org/packages/9f/76/3e6880fef4420179309dba72a8c11f6166c431cf6dee54c577af8906f914/numpy-2.3.2-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:11e58218c0c46c80509186e460d79fbdc9ca1eb8d8aee39d8f2dc768eb781089", size = 6640135, upload-time = "2025-07-24T20:43:49.28Z" }, + { url = "https://files.pythonhosted.org/packages/34/fa/87ff7f25b3c4ce9085a62554460b7db686fef1e0207e8977795c7b7d7ba1/numpy-2.3.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5ad4ebcb683a1f99f4f392cc522ee20a18b2bb12a2c1c42c3d48d5a1adc9d3d2", size = 14278147, upload-time = "2025-07-24T20:44:10.328Z" }, + { url = "https://files.pythonhosted.org/packages/1d/0f/571b2c7a3833ae419fe69ff7b479a78d313581785203cc70a8db90121b9a/numpy-2.3.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:938065908d1d869c7d75d8ec45f735a034771c6ea07088867f713d1cd3bbbe4f", size = 16635989, upload-time = "2025-07-24T20:44:34.88Z" }, + { url = "https://files.pythonhosted.org/packages/24/5a/84ae8dca9c9a4c592fe11340b36a86ffa9fd3e40513198daf8a97839345c/numpy-2.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:66459dccc65d8ec98cc7df61307b64bf9e08101f9598755d42d8ae65d9a7a6ee", size = 16053052, upload-time = "2025-07-24T20:44:58.872Z" }, + { url = "https://files.pythonhosted.org/packages/57/7c/e5725d99a9133b9813fcf148d3f858df98511686e853169dbaf63aec6097/numpy-2.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a7af9ed2aa9ec5950daf05bb11abc4076a108bd3c7db9aa7251d5f107079b6a6", size = 18577955, upload-time = "2025-07-24T20:45:26.714Z" }, + { url = "https://files.pythonhosted.org/packages/ae/11/7c546fcf42145f29b71e4d6f429e96d8d68e5a7ba1830b2e68d7418f0bbd/numpy-2.3.2-cp313-cp313-win32.whl", hash = "sha256:906a30249315f9c8e17b085cc5f87d3f369b35fedd0051d4a84686967bdbbd0b", size = 6311843, upload-time = "2025-07-24T20:49:24.444Z" }, + { url = "https://files.pythonhosted.org/packages/aa/6f/a428fd1cb7ed39b4280d057720fed5121b0d7754fd2a9768640160f5517b/numpy-2.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:c63d95dc9d67b676e9108fe0d2182987ccb0f11933c1e8959f42fa0da8d4fa56", size = 12782876, upload-time = "2025-07-24T20:49:43.227Z" }, + { url = "https://files.pythonhosted.org/packages/65/85/4ea455c9040a12595fb6c43f2c217257c7b52dd0ba332c6a6c1d28b289fe/numpy-2.3.2-cp313-cp313-win_arm64.whl", hash = "sha256:b05a89f2fb84d21235f93de47129dd4f11c16f64c87c33f5e284e6a3a54e43f2", size = 10192786, upload-time = "2025-07-24T20:49:59.443Z" }, + { url = "https://files.pythonhosted.org/packages/80/23/8278f40282d10c3f258ec3ff1b103d4994bcad78b0cba9208317f6bb73da/numpy-2.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4e6ecfeddfa83b02318f4d84acf15fbdbf9ded18e46989a15a8b6995dfbf85ab", size = 21047395, upload-time = "2025-07-24T20:45:58.821Z" }, + { url = "https://files.pythonhosted.org/packages/1f/2d/624f2ce4a5df52628b4ccd16a4f9437b37c35f4f8a50d00e962aae6efd7a/numpy-2.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:508b0eada3eded10a3b55725b40806a4b855961040180028f52580c4729916a2", size = 14300374, upload-time = "2025-07-24T20:46:20.207Z" }, + { url = "https://files.pythonhosted.org/packages/f6/62/ff1e512cdbb829b80a6bd08318a58698867bca0ca2499d101b4af063ee97/numpy-2.3.2-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:754d6755d9a7588bdc6ac47dc4ee97867271b17cee39cb87aef079574366db0a", size = 5228864, upload-time = "2025-07-24T20:46:30.58Z" }, + { url = "https://files.pythonhosted.org/packages/7d/8e/74bc18078fff03192d4032cfa99d5a5ca937807136d6f5790ce07ca53515/numpy-2.3.2-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:a9f66e7d2b2d7712410d3bc5684149040ef5f19856f20277cd17ea83e5006286", size = 6737533, upload-time = "2025-07-24T20:46:46.111Z" }, + { url = "https://files.pythonhosted.org/packages/19/ea/0731efe2c9073ccca5698ef6a8c3667c4cf4eea53fcdcd0b50140aba03bc/numpy-2.3.2-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:de6ea4e5a65d5a90c7d286ddff2b87f3f4ad61faa3db8dabe936b34c2275b6f8", size = 14352007, upload-time = "2025-07-24T20:47:07.1Z" }, + { url = "https://files.pythonhosted.org/packages/cf/90/36be0865f16dfed20f4bc7f75235b963d5939707d4b591f086777412ff7b/numpy-2.3.2-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a3ef07ec8cbc8fc9e369c8dcd52019510c12da4de81367d8b20bc692aa07573a", size = 16701914, upload-time = "2025-07-24T20:47:32.459Z" }, + { url = "https://files.pythonhosted.org/packages/94/30/06cd055e24cb6c38e5989a9e747042b4e723535758e6153f11afea88c01b/numpy-2.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:27c9f90e7481275c7800dc9c24b7cc40ace3fdb970ae4d21eaff983a32f70c91", size = 16132708, upload-time = "2025-07-24T20:47:58.129Z" }, + { url = "https://files.pythonhosted.org/packages/9a/14/ecede608ea73e58267fd7cb78f42341b3b37ba576e778a1a06baffbe585c/numpy-2.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:07b62978075b67eee4065b166d000d457c82a1efe726cce608b9db9dd66a73a5", size = 18651678, upload-time = "2025-07-24T20:48:25.402Z" }, + { url = "https://files.pythonhosted.org/packages/40/f3/2fe6066b8d07c3685509bc24d56386534c008b462a488b7f503ba82b8923/numpy-2.3.2-cp313-cp313t-win32.whl", hash = "sha256:c771cfac34a4f2c0de8e8c97312d07d64fd8f8ed45bc9f5726a7e947270152b5", size = 6441832, upload-time = "2025-07-24T20:48:37.181Z" }, + { url = "https://files.pythonhosted.org/packages/0b/ba/0937d66d05204d8f28630c9c60bc3eda68824abde4cf756c4d6aad03b0c6/numpy-2.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:72dbebb2dcc8305c431b2836bcc66af967df91be793d63a24e3d9b741374c450", size = 12927049, upload-time = "2025-07-24T20:48:56.24Z" }, + { url = "https://files.pythonhosted.org/packages/e9/ed/13542dd59c104d5e654dfa2ac282c199ba64846a74c2c4bcdbc3a0f75df1/numpy-2.3.2-cp313-cp313t-win_arm64.whl", hash = "sha256:72c6df2267e926a6d5286b0a6d556ebe49eae261062059317837fda12ddf0c1a", size = 10262935, upload-time = "2025-07-24T20:49:13.136Z" }, + { url = "https://files.pythonhosted.org/packages/c9/7c/7659048aaf498f7611b783e000c7268fcc4dcf0ce21cd10aad7b2e8f9591/numpy-2.3.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:448a66d052d0cf14ce9865d159bfc403282c9bc7bb2a31b03cc18b651eca8b1a", size = 20950906, upload-time = "2025-07-24T20:50:30.346Z" }, + { url = "https://files.pythonhosted.org/packages/80/db/984bea9d4ddf7112a04cfdfb22b1050af5757864cfffe8e09e44b7f11a10/numpy-2.3.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:546aaf78e81b4081b2eba1d105c3b34064783027a06b3ab20b6eba21fb64132b", size = 14185607, upload-time = "2025-07-24T20:50:51.923Z" }, + { url = "https://files.pythonhosted.org/packages/e4/76/b3d6f414f4eca568f469ac112a3b510938d892bc5a6c190cb883af080b77/numpy-2.3.2-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:87c930d52f45df092f7578889711a0768094debf73cfcde105e2d66954358125", size = 5114110, upload-time = "2025-07-24T20:51:01.041Z" }, + { url = "https://files.pythonhosted.org/packages/9e/d2/6f5e6826abd6bca52392ed88fe44a4b52aacb60567ac3bc86c67834c3a56/numpy-2.3.2-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:8dc082ea901a62edb8f59713c6a7e28a85daddcb67454c839de57656478f5b19", size = 6642050, upload-time = "2025-07-24T20:51:11.64Z" }, + { url = "https://files.pythonhosted.org/packages/c4/43/f12b2ade99199e39c73ad182f103f9d9791f48d885c600c8e05927865baf/numpy-2.3.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:af58de8745f7fa9ca1c0c7c943616c6fe28e75d0c81f5c295810e3c83b5be92f", size = 14296292, upload-time = "2025-07-24T20:51:33.488Z" }, + { url = "https://files.pythonhosted.org/packages/5d/f9/77c07d94bf110a916b17210fac38680ed8734c236bfed9982fd8524a7b47/numpy-2.3.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fed5527c4cf10f16c6d0b6bee1f89958bccb0ad2522c8cadc2efd318bcd545f5", size = 16638913, upload-time = "2025-07-24T20:51:58.517Z" }, + { url = "https://files.pythonhosted.org/packages/9b/d1/9d9f2c8ea399cc05cfff8a7437453bd4e7d894373a93cdc46361bbb49a7d/numpy-2.3.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:095737ed986e00393ec18ec0b21b47c22889ae4b0cd2d5e88342e08b01141f58", size = 16071180, upload-time = "2025-07-24T20:52:22.827Z" }, + { url = "https://files.pythonhosted.org/packages/4c/41/82e2c68aff2a0c9bf315e47d61951099fed65d8cb2c8d9dc388cb87e947e/numpy-2.3.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b5e40e80299607f597e1a8a247ff8d71d79c5b52baa11cc1cce30aa92d2da6e0", size = 18576809, upload-time = "2025-07-24T20:52:51.015Z" }, + { url = "https://files.pythonhosted.org/packages/14/14/4b4fd3efb0837ed252d0f583c5c35a75121038a8c4e065f2c259be06d2d8/numpy-2.3.2-cp314-cp314-win32.whl", hash = "sha256:7d6e390423cc1f76e1b8108c9b6889d20a7a1f59d9a60cac4a050fa734d6c1e2", size = 6366410, upload-time = "2025-07-24T20:56:44.949Z" }, + { url = "https://files.pythonhosted.org/packages/11/9e/b4c24a6b8467b61aced5c8dc7dcfce23621baa2e17f661edb2444a418040/numpy-2.3.2-cp314-cp314-win_amd64.whl", hash = "sha256:b9d0878b21e3918d76d2209c924ebb272340da1fb51abc00f986c258cd5e957b", size = 12918821, upload-time = "2025-07-24T20:57:06.479Z" }, + { url = "https://files.pythonhosted.org/packages/0e/0f/0dc44007c70b1007c1cef86b06986a3812dd7106d8f946c09cfa75782556/numpy-2.3.2-cp314-cp314-win_arm64.whl", hash = "sha256:2738534837c6a1d0c39340a190177d7d66fdf432894f469728da901f8f6dc910", size = 10477303, upload-time = "2025-07-24T20:57:22.879Z" }, + { url = "https://files.pythonhosted.org/packages/8b/3e/075752b79140b78ddfc9c0a1634d234cfdbc6f9bbbfa6b7504e445ad7d19/numpy-2.3.2-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:4d002ecf7c9b53240be3bb69d80f86ddbd34078bae04d87be81c1f58466f264e", size = 21047524, upload-time = "2025-07-24T20:53:22.086Z" }, + { url = "https://files.pythonhosted.org/packages/fe/6d/60e8247564a72426570d0e0ea1151b95ce5bd2f1597bb878a18d32aec855/numpy-2.3.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:293b2192c6bcce487dbc6326de5853787f870aeb6c43f8f9c6496db5b1781e45", size = 14300519, upload-time = "2025-07-24T20:53:44.053Z" }, + { url = "https://files.pythonhosted.org/packages/4d/73/d8326c442cd428d47a067070c3ac6cc3b651a6e53613a1668342a12d4479/numpy-2.3.2-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:0a4f2021a6da53a0d580d6ef5db29947025ae8b35b3250141805ea9a32bbe86b", size = 5228972, upload-time = "2025-07-24T20:53:53.81Z" }, + { url = "https://files.pythonhosted.org/packages/34/2e/e71b2d6dad075271e7079db776196829019b90ce3ece5c69639e4f6fdc44/numpy-2.3.2-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:9c144440db4bf3bb6372d2c3e49834cc0ff7bb4c24975ab33e01199e645416f2", size = 6737439, upload-time = "2025-07-24T20:54:04.742Z" }, + { url = "https://files.pythonhosted.org/packages/15/b0/d004bcd56c2c5e0500ffc65385eb6d569ffd3363cb5e593ae742749b2daa/numpy-2.3.2-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f92d6c2a8535dc4fe4419562294ff957f83a16ebdec66df0805e473ffaad8bd0", size = 14352479, upload-time = "2025-07-24T20:54:25.819Z" }, + { url = "https://files.pythonhosted.org/packages/11/e3/285142fcff8721e0c99b51686426165059874c150ea9ab898e12a492e291/numpy-2.3.2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cefc2219baa48e468e3db7e706305fcd0c095534a192a08f31e98d83a7d45fb0", size = 16702805, upload-time = "2025-07-24T20:54:50.814Z" }, + { url = "https://files.pythonhosted.org/packages/33/c3/33b56b0e47e604af2c7cd065edca892d180f5899599b76830652875249a3/numpy-2.3.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:76c3e9501ceb50b2ff3824c3589d5d1ab4ac857b0ee3f8f49629d0de55ecf7c2", size = 16133830, upload-time = "2025-07-24T20:55:17.306Z" }, + { url = "https://files.pythonhosted.org/packages/6e/ae/7b1476a1f4d6a48bc669b8deb09939c56dd2a439db1ab03017844374fb67/numpy-2.3.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:122bf5ed9a0221b3419672493878ba4967121514b1d7d4656a7580cd11dddcbf", size = 18652665, upload-time = "2025-07-24T20:55:46.665Z" }, + { url = "https://files.pythonhosted.org/packages/14/ba/5b5c9978c4bb161034148ade2de9db44ec316fab89ce8c400db0e0c81f86/numpy-2.3.2-cp314-cp314t-win32.whl", hash = "sha256:6f1ae3dcb840edccc45af496f312528c15b1f79ac318169d094e85e4bb35fdf1", size = 6514777, upload-time = "2025-07-24T20:55:57.66Z" }, + { url = "https://files.pythonhosted.org/packages/eb/46/3dbaf0ae7c17cdc46b9f662c56da2054887b8d9e737c1476f335c83d33db/numpy-2.3.2-cp314-cp314t-win_amd64.whl", hash = "sha256:087ffc25890d89a43536f75c5fe8770922008758e8eeeef61733957041ed2f9b", size = 13111856, upload-time = "2025-07-24T20:56:17.318Z" }, + { url = "https://files.pythonhosted.org/packages/c1/9e/1652778bce745a67b5fe05adde60ed362d38eb17d919a540e813d30f6874/numpy-2.3.2-cp314-cp314t-win_arm64.whl", hash = "sha256:092aeb3449833ea9c0bf0089d70c29ae480685dd2377ec9cdbbb620257f84631", size = 10544226, upload-time = "2025-07-24T20:56:34.509Z" }, ] [[package]] name = "nvidia-cublas-cu12" -version = "12.6.4.1" +version = "12.8.4.1" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/af/eb/ff4b8c503fa1f1796679dce648854d58751982426e4e4b37d6fce49d259c/nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:08ed2686e9875d01b58e3cb379c6896df8e76c75e0d4a7f7dace3d7b6d9ef8eb", size = 393138322, upload-time = "2024-11-20T17:40:25.65Z" }, + { url = "https://files.pythonhosted.org/packages/dc/61/e24b560ab2e2eaeb3c839129175fb330dfcfc29e5203196e5541a4c44682/nvidia_cublas_cu12-12.8.4.1-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:8ac4e771d5a348c551b2a426eda6193c19aa630236b418086020df5ba9667142", size = 594346921, upload-time = "2025-03-07T01:44:31.254Z" }, ] [[package]] name = "nvidia-cuda-cupti-cu12" -version = "12.6.80" +version = "12.8.90" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/49/60/7b6497946d74bcf1de852a21824d63baad12cd417db4195fc1bfe59db953/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6768bad6cab4f19e8292125e5f1ac8aa7d1718704012a0e3272a6f61c4bce132", size = 8917980, upload-time = "2024-11-20T17:36:04.019Z" }, - { url = "https://files.pythonhosted.org/packages/a5/24/120ee57b218d9952c379d1e026c4479c9ece9997a4fb46303611ee48f038/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a3eff6cdfcc6a4c35db968a06fcadb061cbc7d6dde548609a941ff8701b98b73", size = 8917972, upload-time = "2024-10-01T16:58:06.036Z" }, + { url = "https://files.pythonhosted.org/packages/f8/02/2adcaa145158bf1a8295d83591d22e4103dbfd821bcaf6f3f53151ca4ffa/nvidia_cuda_cupti_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ea0cb07ebda26bb9b29ba82cda34849e73c166c18162d3913575b0c9db9a6182", size = 10248621, upload-time = "2025-03-07T01:40:21.213Z" }, ] [[package]] name = "nvidia-cuda-nvrtc-cu12" -version = "12.6.77" +version = "12.8.93" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/75/2e/46030320b5a80661e88039f59060d1790298b4718944a65a7f2aeda3d9e9/nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:35b0cc6ee3a9636d5409133e79273ce1f3fd087abb0532d2d2e8fff1fe9efc53", size = 23650380, upload-time = "2024-10-01T17:00:14.643Z" }, + { url = "https://files.pythonhosted.org/packages/05/6b/32f747947df2da6994e999492ab306a903659555dddc0fbdeb9d71f75e52/nvidia_cuda_nvrtc_cu12-12.8.93-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:a7756528852ef889772a84c6cd89d41dfa74667e24cca16bb31f8f061e3e9994", size = 88040029, upload-time = "2025-03-07T01:42:13.562Z" }, ] [[package]] name = "nvidia-cuda-runtime-cu12" -version = "12.6.77" +version = "12.8.90" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/e1/23/e717c5ac26d26cf39a27fbc076240fad2e3b817e5889d671b67f4f9f49c5/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ba3b56a4f896141e25e19ab287cd71e52a6a0f4b29d0d31609f60e3b4d5219b7", size = 897690, upload-time = "2024-11-20T17:35:30.697Z" }, - { url = "https://files.pythonhosted.org/packages/f0/62/65c05e161eeddbafeca24dc461f47de550d9fa8a7e04eb213e32b55cfd99/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a84d15d5e1da416dd4774cb42edf5e954a3e60cc945698dc1d5be02321c44dc8", size = 897678, upload-time = "2024-10-01T16:57:33.821Z" }, + { url = "https://files.pythonhosted.org/packages/0d/9b/a997b638fcd068ad6e4d53b8551a7d30fe8b404d6f1804abf1df69838932/nvidia_cuda_runtime_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:adade8dcbd0edf427b7204d480d6066d33902cab2a4707dcfc48a2d0fd44ab90", size = 954765, upload-time = "2025-03-07T01:40:01.615Z" }, ] [[package]] name = "nvidia-cudnn-cu12" -version = "9.5.1.17" +version = "9.10.2.21" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "nvidia-cublas-cu12" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/2a/78/4535c9c7f859a64781e43c969a3a7e84c54634e319a996d43ef32ce46f83/nvidia_cudnn_cu12-9.5.1.17-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:30ac3869f6db17d170e0e556dd6cc5eee02647abc31ca856634d5a40f82c15b2", size = 570988386, upload-time = "2024-10-25T19:54:26.39Z" }, + { url = "https://files.pythonhosted.org/packages/ba/51/e123d997aa098c61d029f76663dedbfb9bc8dcf8c60cbd6adbe42f76d049/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:949452be657fa16687d0930933f032835951ef0892b37d2d53824d1a84dc97a8", size = 706758467, upload-time = "2025-06-06T21:54:08.597Z" }, ] [[package]] name = "nvidia-cufft-cu12" -version = "11.3.0.4" +version = "11.3.3.83" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "nvidia-nvjitlink-cu12" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/8f/16/73727675941ab8e6ffd86ca3a4b7b47065edcca7a997920b831f8147c99d/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ccba62eb9cef5559abd5e0d54ceed2d9934030f51163df018532142a8ec533e5", size = 200221632, upload-time = "2024-11-20T17:41:32.357Z" }, - { url = "https://files.pythonhosted.org/packages/60/de/99ec247a07ea40c969d904fc14f3a356b3e2a704121675b75c366b694ee1/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.whl", hash = "sha256:768160ac89f6f7b459bee747e8d175dbf53619cfe74b2a5636264163138013ca", size = 200221622, upload-time = "2024-10-01T17:03:58.79Z" }, + { url = "https://files.pythonhosted.org/packages/1f/13/ee4e00f30e676b66ae65b4f08cb5bcbb8392c03f54f2d5413ea99a5d1c80/nvidia_cufft_cu12-11.3.3.83-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d2dd21ec0b88cf61b62e6b43564355e5222e4a3fb394cac0db101f2dd0d4f74", size = 193118695, upload-time = "2025-03-07T01:45:27.821Z" }, ] [[package]] name = "nvidia-cufile-cu12" -version = "1.11.1.6" +version = "1.13.1.3" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/b2/66/cc9876340ac68ae71b15c743ddb13f8b30d5244af344ec8322b449e35426/nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc23469d1c7e52ce6c1d55253273d32c565dd22068647f3aa59b3c6b005bf159", size = 1142103, upload-time = "2024-11-20T17:42:11.83Z" }, + { url = "https://files.pythonhosted.org/packages/bb/fe/1bcba1dfbfb8d01be8d93f07bfc502c93fa23afa6fd5ab3fc7c1df71038a/nvidia_cufile_cu12-1.13.1.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1d069003be650e131b21c932ec3d8969c1715379251f8d23a1860554b1cb24fc", size = 1197834, upload-time = "2025-03-07T01:45:50.723Z" }, ] [[package]] name = "nvidia-curand-cu12" -version = "10.3.7.77" +version = "10.3.9.90" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/73/1b/44a01c4e70933637c93e6e1a8063d1e998b50213a6b65ac5a9169c47e98e/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a42cd1344297f70b9e39a1e4f467a4e1c10f1da54ff7a85c12197f6c652c8bdf", size = 56279010, upload-time = "2024-11-20T17:42:50.958Z" }, - { url = "https://files.pythonhosted.org/packages/4a/aa/2c7ff0b5ee02eaef890c0ce7d4f74bc30901871c5e45dee1ae6d0083cd80/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:99f1a32f1ac2bd134897fc7a203f779303261268a65762a623bf30cc9fe79117", size = 56279000, upload-time = "2024-10-01T17:04:45.274Z" }, + { url = "https://files.pythonhosted.org/packages/fb/aa/6584b56dc84ebe9cf93226a5cde4d99080c8e90ab40f0c27bda7a0f29aa1/nvidia_curand_cu12-10.3.9.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:b32331d4f4df5d6eefa0554c565b626c7216f87a06a4f56fab27c3b68a830ec9", size = 63619976, upload-time = "2025-03-07T01:46:23.323Z" }, ] [[package]] name = "nvidia-cusolver-cu12" -version = "11.7.1.2" +version = "11.7.3.90" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "nvidia-cublas-cu12" }, @@ -781,53 +918,50 @@ dependencies = [ { name = "nvidia-nvjitlink-cu12" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/f0/6e/c2cf12c9ff8b872e92b4a5740701e51ff17689c4d726fca91875b07f655d/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e9e49843a7707e42022babb9bcfa33c29857a93b88020c4e4434656a655b698c", size = 158229790, upload-time = "2024-11-20T17:43:43.211Z" }, - { url = "https://files.pythonhosted.org/packages/9f/81/baba53585da791d043c10084cf9553e074548408e04ae884cfe9193bd484/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6cf28f17f64107a0c4d7802be5ff5537b2130bfc112f25d5a30df227058ca0e6", size = 158229780, upload-time = "2024-10-01T17:05:39.875Z" }, + { url = "https://files.pythonhosted.org/packages/85/48/9a13d2975803e8cf2777d5ed57b87a0b6ca2cc795f9a4f59796a910bfb80/nvidia_cusolver_cu12-11.7.3.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:4376c11ad263152bd50ea295c05370360776f8c3427b30991df774f9fb26c450", size = 267506905, upload-time = "2025-03-07T01:47:16.273Z" }, ] [[package]] name = "nvidia-cusparse-cu12" -version = "12.5.4.2" +version = "12.5.8.93" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "nvidia-nvjitlink-cu12" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/06/1e/b8b7c2f4099a37b96af5c9bb158632ea9e5d9d27d7391d7eb8fc45236674/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7556d9eca156e18184b94947ade0fba5bb47d69cec46bf8660fd2c71a4b48b73", size = 216561367, upload-time = "2024-11-20T17:44:54.824Z" }, - { url = "https://files.pythonhosted.org/packages/43/ac/64c4316ba163e8217a99680c7605f779accffc6a4bcd0c778c12948d3707/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:23749a6571191a215cb74d1cdbff4a86e7b19f1200c071b3fcf844a5bea23a2f", size = 216561357, upload-time = "2024-10-01T17:06:29.861Z" }, + { url = "https://files.pythonhosted.org/packages/c2/f5/e1854cb2f2bcd4280c44736c93550cc300ff4b8c95ebe370d0aa7d2b473d/nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1ec05d76bbbd8b61b06a80e1eaf8cf4959c3d4ce8e711b65ebd0443bb0ebb13b", size = 288216466, upload-time = "2025-03-07T01:48:13.779Z" }, ] [[package]] name = "nvidia-cusparselt-cu12" -version = "0.6.3" +version = "0.7.1" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/3b/9a/72ef35b399b0e183bc2e8f6f558036922d453c4d8237dab26c666a04244b/nvidia_cusparselt_cu12-0.6.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:e5c8a26c36445dd2e6812f1177978a24e2d37cacce7e090f297a688d1ec44f46", size = 156785796, upload-time = "2024-10-15T21:29:17.709Z" }, + { url = "https://files.pythonhosted.org/packages/56/79/12978b96bd44274fe38b5dde5cfb660b1d114f70a65ef962bcbbed99b549/nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f1bb701d6b930d5a7cea44c19ceb973311500847f81b634d802b7b539dc55623", size = 287193691, upload-time = "2025-02-26T00:15:44.104Z" }, ] [[package]] name = "nvidia-nccl-cu12" -version = "2.26.2" +version = "2.27.3" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/67/ca/f42388aed0fddd64ade7493dbba36e1f534d4e6fdbdd355c6a90030ae028/nvidia_nccl_cu12-2.26.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:694cf3879a206553cc9d7dbda76b13efaf610fdb70a50cba303de1b0d1530ac6", size = 201319755, upload-time = "2025-03-13T00:29:55.296Z" }, + { url = "https://files.pythonhosted.org/packages/5c/5b/4e4fff7bad39adf89f735f2bc87248c81db71205b62bcc0d5ca5b606b3c3/nvidia_nccl_cu12-2.27.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:adf27ccf4238253e0b826bce3ff5fa532d65fc42322c8bfdfaf28024c0fbe039", size = 322364134, upload-time = "2025-06-03T21:58:04.013Z" }, ] [[package]] name = "nvidia-nvjitlink-cu12" -version = "12.6.85" +version = "12.8.93" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/9d/d7/c5383e47c7e9bf1c99d5bd2a8c935af2b6d705ad831a7ec5c97db4d82f4f/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a", size = 19744971, upload-time = "2024-11-20T17:46:53.366Z" }, + { url = "https://files.pythonhosted.org/packages/f6/74/86a07f1d0f42998ca31312f998bd3b9a7eff7f52378f4f270c8679c77fb9/nvidia_nvjitlink_cu12-12.8.93-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:81ff63371a7ebd6e6451970684f916be2eab07321b73c9d244dc2b4da7f73b88", size = 39254836, upload-time = "2025-03-07T01:49:55.661Z" }, ] [[package]] name = "nvidia-nvtx-cu12" -version = "12.6.77" +version = "12.8.90" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/56/9a/fff8376f8e3d084cd1530e1ef7b879bb7d6d265620c95c1b322725c694f4/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b90bed3df379fa79afbd21be8e04a0314336b8ae16768b58f2d34cb1d04cd7d2", size = 89276, upload-time = "2024-11-20T17:38:27.621Z" }, - { url = "https://files.pythonhosted.org/packages/9e/4e/0d0c945463719429b7bd21dece907ad0bde437a2ff12b9b12fee94722ab0/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6574241a3ec5fdc9334353ab8c479fe75841dbe8f4532a8fc97ce63503330ba1", size = 89265, upload-time = "2024-10-01T17:00:38.172Z" }, + { url = "https://files.pythonhosted.org/packages/a2/eb/86626c1bbc2edb86323022371c39aa48df6fd8b0a1647bc274577f72e90b/nvidia_nvtx_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5b17e2001cc0d751a5bc2c6ec6d26ad95913324a4adb86788c944f8ce9ba441f", size = 89954, upload-time = "2025-03-07T01:42:44.131Z" }, ] [[package]] @@ -862,32 +996,32 @@ wheels = [ [[package]] name = "opentelemetry-api" -version = "1.35.0" +version = "1.36.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "importlib-metadata" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/99/c9/4509bfca6bb43220ce7f863c9f791e0d5001c2ec2b5867d48586008b3d96/opentelemetry_api-1.35.0.tar.gz", hash = "sha256:a111b959bcfa5b4d7dffc2fbd6a241aa72dd78dd8e79b5b1662bda896c5d2ffe", size = 64778, upload-time = "2025-07-11T12:23:28.804Z" } +sdist = { url = "https://files.pythonhosted.org/packages/27/d2/c782c88b8afbf961d6972428821c302bd1e9e7bc361352172f0ca31296e2/opentelemetry_api-1.36.0.tar.gz", hash = "sha256:9a72572b9c416d004d492cbc6e61962c0501eaf945ece9b5a0f56597d8348aa0", size = 64780, upload-time = "2025-07-29T15:12:06.02Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/1d/5a/3f8d078dbf55d18442f6a2ecedf6786d81d7245844b2b20ce2b8ad6f0307/opentelemetry_api-1.35.0-py3-none-any.whl", hash = "sha256:c4ea7e258a244858daf18474625e9cc0149b8ee354f37843415771a40c25ee06", size = 65566, upload-time = "2025-07-11T12:23:07.944Z" }, + { url = "https://files.pythonhosted.org/packages/bb/ee/6b08dde0a022c463b88f55ae81149584b125a42183407dc1045c486cc870/opentelemetry_api-1.36.0-py3-none-any.whl", hash = "sha256:02f20bcacf666e1333b6b1f04e647dc1d5111f86b8e510238fcc56d7762cda8c", size = 65564, upload-time = "2025-07-29T15:11:47.998Z" }, ] [[package]] name = "opentelemetry-exporter-otlp-proto-common" -version = "1.35.0" +version = "1.36.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "opentelemetry-proto" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/56/d1/887f860529cba7fc3aba2f6a3597fefec010a17bd1b126810724707d9b51/opentelemetry_exporter_otlp_proto_common-1.35.0.tar.gz", hash = "sha256:6f6d8c39f629b9fa5c79ce19a2829dbd93034f8ac51243cdf40ed2196f00d7eb", size = 20299, upload-time = "2025-07-11T12:23:31.046Z" } +sdist = { url = "https://files.pythonhosted.org/packages/34/da/7747e57eb341c59886052d733072bc878424bf20f1d8cf203d508bbece5b/opentelemetry_exporter_otlp_proto_common-1.36.0.tar.gz", hash = "sha256:6c496ccbcbe26b04653cecadd92f73659b814c6e3579af157d8716e5f9f25cbf", size = 20302, upload-time = "2025-07-29T15:12:07.71Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/5a/2c/e31dd3c719bff87fa77391eb7f38b1430d22868c52312cba8aad60f280e5/opentelemetry_exporter_otlp_proto_common-1.35.0-py3-none-any.whl", hash = "sha256:863465de697ae81279ede660f3918680b4480ef5f69dcdac04f30722ed7b74cc", size = 18349, upload-time = "2025-07-11T12:23:11.713Z" }, + { url = "https://files.pythonhosted.org/packages/d0/ed/22290dca7db78eb32e0101738366b5bbda00d0407f00feffb9bf8c3fdf87/opentelemetry_exporter_otlp_proto_common-1.36.0-py3-none-any.whl", hash = "sha256:0fc002a6ed63eac235ada9aa7056e5492e9a71728214a61745f6ad04b923f840", size = 18349, upload-time = "2025-07-29T15:11:51.327Z" }, ] [[package]] name = "opentelemetry-exporter-otlp-proto-grpc" -version = "1.35.0" +version = "1.36.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "googleapis-common-protos" }, @@ -898,71 +1032,82 @@ dependencies = [ { name = "opentelemetry-sdk" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/20/de/222e4f2f8cd39250991f84d76b661534aef457cafc6a3eb3fcd513627698/opentelemetry_exporter_otlp_proto_grpc-1.35.0.tar.gz", hash = "sha256:ac4c2c3aa5674642db0df0091ab43ec08bbd91a9be469c8d9b18923eb742b9cc", size = 23794, upload-time = "2025-07-11T12:23:31.662Z" } +sdist = { url = "https://files.pythonhosted.org/packages/72/6f/6c1b0bdd0446e5532294d1d41bf11fbaea39c8a2423a4cdfe4fe6b708127/opentelemetry_exporter_otlp_proto_grpc-1.36.0.tar.gz", hash = "sha256:b281afbf7036b325b3588b5b6c8bb175069e3978d1bd24071f4a59d04c1e5bbf", size = 23822, upload-time = "2025-07-29T15:12:08.292Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/f4/a6/3f60a77279e6a3dc21fc076dcb51be159a633b0bba5cba9fb804062a9332/opentelemetry_exporter_otlp_proto_grpc-1.35.0-py3-none-any.whl", hash = "sha256:ee31203eb3e50c7967b8fa71db366cc355099aca4e3726e489b248cdb2fd5a62", size = 18846, upload-time = "2025-07-11T12:23:12.957Z" }, + { url = "https://files.pythonhosted.org/packages/0c/67/5f6bd188d66d0fd8e81e681bbf5822e53eb150034e2611dd2b935d3ab61a/opentelemetry_exporter_otlp_proto_grpc-1.36.0-py3-none-any.whl", hash = "sha256:734e841fc6a5d6f30e7be4d8053adb703c70ca80c562ae24e8083a28fadef211", size = 18828, upload-time = "2025-07-29T15:11:52.235Z" }, ] [[package]] name = "opentelemetry-proto" -version = "1.35.0" +version = "1.36.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "protobuf" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/dc/a2/7366e32d9a2bccbb8614942dbea2cf93c209610385ea966cb050334f8df7/opentelemetry_proto-1.35.0.tar.gz", hash = "sha256:532497341bd3e1c074def7c5b00172601b28bb83b48afc41a4b779f26eb4ee05", size = 46151, upload-time = "2025-07-11T12:23:38.797Z" } +sdist = { url = "https://files.pythonhosted.org/packages/fd/02/f6556142301d136e3b7e95ab8ea6a5d9dc28d879a99f3dd673b5f97dca06/opentelemetry_proto-1.36.0.tar.gz", hash = "sha256:0f10b3c72f74c91e0764a5ec88fd8f1c368ea5d9c64639fb455e2854ef87dd2f", size = 46152, upload-time = "2025-07-29T15:12:15.717Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/00/a7/3f05de580da7e8a8b8dff041d3d07a20bf3bb62d3bcc027f8fd669a73ff4/opentelemetry_proto-1.35.0-py3-none-any.whl", hash = "sha256:98fffa803164499f562718384e703be8d7dfbe680192279a0429cb150a2f8809", size = 72536, upload-time = "2025-07-11T12:23:23.247Z" }, + { url = "https://files.pythonhosted.org/packages/b3/57/3361e06136225be8180e879199caea520f38026f8071366241ac458beb8d/opentelemetry_proto-1.36.0-py3-none-any.whl", hash = "sha256:151b3bf73a09f94afc658497cf77d45a565606f62ce0c17acb08cd9937ca206e", size = 72537, upload-time = "2025-07-29T15:12:02.243Z" }, ] [[package]] name = "opentelemetry-sdk" -version = "1.35.0" +version = "1.36.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "opentelemetry-api" }, { name = "opentelemetry-semantic-conventions" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/9a/cf/1eb2ed2ce55e0a9aa95b3007f26f55c7943aeef0a783bb006bdd92b3299e/opentelemetry_sdk-1.35.0.tar.gz", hash = "sha256:2a400b415ab68aaa6f04e8a6a9f6552908fb3090ae2ff78d6ae0c597ac581954", size = 160871, upload-time = "2025-07-11T12:23:39.566Z" } +sdist = { url = "https://files.pythonhosted.org/packages/4c/85/8567a966b85a2d3f971c4d42f781c305b2b91c043724fa08fd37d158e9dc/opentelemetry_sdk-1.36.0.tar.gz", hash = "sha256:19c8c81599f51b71670661ff7495c905d8fdf6976e41622d5245b791b06fa581", size = 162557, upload-time = "2025-07-29T15:12:16.76Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/01/4f/8e32b757ef3b660511b638ab52d1ed9259b666bdeeceba51a082ce3aea95/opentelemetry_sdk-1.35.0-py3-none-any.whl", hash = "sha256:223d9e5f5678518f4842311bb73966e0b6db5d1e0b74e35074c052cd2487f800", size = 119379, upload-time = "2025-07-11T12:23:24.521Z" }, + { url = "https://files.pythonhosted.org/packages/0b/59/7bed362ad1137ba5886dac8439e84cd2df6d087be7c09574ece47ae9b22c/opentelemetry_sdk-1.36.0-py3-none-any.whl", hash = "sha256:19fe048b42e98c5c1ffe85b569b7073576ad4ce0bcb6e9b4c6a39e890a6c45fb", size = 119995, upload-time = "2025-07-29T15:12:03.181Z" }, ] [[package]] name = "opentelemetry-semantic-conventions" -version = "0.56b0" +version = "0.57b0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "opentelemetry-api" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/32/8e/214fa817f63b9f068519463d8ab46afd5d03b98930c39394a37ae3e741d0/opentelemetry_semantic_conventions-0.56b0.tar.gz", hash = "sha256:c114c2eacc8ff6d3908cb328c811eaf64e6d68623840be9224dc829c4fd6c2ea", size = 124221, upload-time = "2025-07-11T12:23:40.71Z" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/31/67dfa252ee88476a29200b0255bda8dfc2cf07b56ad66dc9a6221f7dc787/opentelemetry_semantic_conventions-0.57b0.tar.gz", hash = "sha256:609a4a79c7891b4620d64c7aac6898f872d790d75f22019913a660756f27ff32", size = 124225, upload-time = "2025-07-29T15:12:17.873Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/c7/3f/e80c1b017066a9d999efffe88d1cce66116dcf5cb7f80c41040a83b6e03b/opentelemetry_semantic_conventions-0.56b0-py3-none-any.whl", hash = "sha256:df44492868fd6b482511cc43a942e7194be64e94945f572db24df2e279a001a2", size = 201625, upload-time = "2025-07-11T12:23:25.63Z" }, + { url = "https://files.pythonhosted.org/packages/05/75/7d591371c6c39c73de5ce5da5a2cc7b72d1d1cd3f8f4638f553c01c37b11/opentelemetry_semantic_conventions-0.57b0-py3-none-any.whl", hash = "sha256:757f7e76293294f124c827e514c2a3144f191ef175b069ce8d1211e1e38e9e78", size = 201627, upload-time = "2025-07-29T15:12:04.174Z" }, ] [[package]] name = "orjson" -version = "3.11.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/29/87/03ababa86d984952304ac8ce9fbd3a317afb4a225b9a81f9b606ac60c873/orjson-3.11.0.tar.gz", hash = "sha256:2e4c129da624f291bcc607016a99e7f04a353f6874f3bd8d9b47b88597d5f700", size = 5318246, upload-time = "2025-07-15T16:08:29.194Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/31/63/82d9b6b48624009d230bc6038e54778af8f84dfd54402f9504f477c5cfd5/orjson-3.11.0-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:4a8ba9698655e16746fdf5266939427da0f9553305152aeb1a1cc14974a19cfb", size = 240125, upload-time = "2025-07-15T16:07:35.976Z" }, - { url = "https://files.pythonhosted.org/packages/16/3a/d557ed87c63237d4c97a7bac7ac054c347ab8c4b6da09748d162ca287175/orjson-3.11.0-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:67133847f9a35a5ef5acfa3325d4a2f7fe05c11f1505c4117bb086fc06f2a58f", size = 129189, upload-time = "2025-07-15T16:07:37.486Z" }, - { url = "https://files.pythonhosted.org/packages/69/5e/b2c9e22e2cd10aa7d76a629cee65d661e06a61fbaf4dc226386f5636dd44/orjson-3.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f797d57814975b78f5f5423acb003db6f9be5186b72d48bd97a1000e89d331d", size = 131953, upload-time = "2025-07-15T16:07:39.254Z" }, - { url = "https://files.pythonhosted.org/packages/e2/60/760fcd9b50eb44d1206f2b30c8d310b79714553b9d94a02f9ea3252ebe63/orjson-3.11.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:28acd19822987c5163b9e03a6e60853a52acfee384af2b394d11cb413b889246", size = 126922, upload-time = "2025-07-15T16:07:41.282Z" }, - { url = "https://files.pythonhosted.org/packages/6a/7a/8c46daa867ccc92da6de9567608be62052774b924a77c78382e30d50b579/orjson-3.11.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8d38d9e1e2cf9729658e35956cf01e13e89148beb4cb9e794c9c10c5cb252f8", size = 128787, upload-time = "2025-07-15T16:07:42.681Z" }, - { url = "https://files.pythonhosted.org/packages/f2/14/a2f1b123d85f11a19e8749f7d3f9ed6c9b331c61f7b47cfd3e9a1fedb9bc/orjson-3.11.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:05f094edd2b782650b0761fd78858d9254de1c1286f5af43145b3d08cdacfd51", size = 131895, upload-time = "2025-07-15T16:07:44.519Z" }, - { url = "https://files.pythonhosted.org/packages/c8/10/362e8192df7528e8086ea712c5cb01355c8d4e52c59a804417ba01e2eb2d/orjson-3.11.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6d09176a4a9e04a5394a4a0edd758f645d53d903b306d02f2691b97d5c736a9e", size = 133868, upload-time = "2025-07-15T16:07:46.227Z" }, - { url = "https://files.pythonhosted.org/packages/f8/4e/ef43582ef3e3dfd2a39bc3106fa543364fde1ba58489841120219da6e22f/orjson-3.11.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a585042104e90a61eda2564d11317b6a304eb4e71cd33e839f5af6be56c34d3", size = 128234, upload-time = "2025-07-15T16:07:48.123Z" }, - { url = "https://files.pythonhosted.org/packages/d7/fa/02dabb2f1d605bee8c4bb1160cfc7467976b1ed359a62cc92e0681b53c45/orjson-3.11.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d2218629dbfdeeb5c9e0573d59f809d42f9d49ae6464d2f479e667aee14c3ef4", size = 130232, upload-time = "2025-07-15T16:07:50.197Z" }, - { url = "https://files.pythonhosted.org/packages/16/76/951b5619605c8d2ede80cc989f32a66abc954530d86e84030db2250c63a1/orjson-3.11.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:613e54a2b10b51b656305c11235a9c4a5c5491ef5c283f86483d4e9e123ed5e4", size = 403648, upload-time = "2025-07-15T16:07:52.136Z" }, - { url = "https://files.pythonhosted.org/packages/96/e2/5fa53bb411455a63b3713db90b588e6ca5ed2db59ad49b3fb8a0e94e0dda/orjson-3.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:9dac7fbf3b8b05965986c5cfae051eb9a30fced7f15f1d13a5adc608436eb486", size = 144572, upload-time = "2025-07-15T16:07:54.004Z" }, - { url = "https://files.pythonhosted.org/packages/ad/d0/7d6f91e1e0f034258c3a3358f20b0c9490070e8a7ab8880085547274c7f9/orjson-3.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93b64b254414e2be55ac5257124b5602c5f0b4d06b80bd27d1165efe8f36e836", size = 132766, upload-time = "2025-07-15T16:07:55.936Z" }, - { url = "https://files.pythonhosted.org/packages/ff/f8/4d46481f1b3fb40dc826d62179f96c808eb470cdcc74b6593fb114d74af3/orjson-3.11.0-cp313-cp313-win32.whl", hash = "sha256:359cbe11bc940c64cb3848cf22000d2aef36aff7bfd09ca2c0b9cb309c387132", size = 134638, upload-time = "2025-07-15T16:07:57.343Z" }, - { url = "https://files.pythonhosted.org/packages/85/3f/544938dcfb7337d85ee1e43d7685cf8f3bfd452e0b15a32fe70cb4ca5094/orjson-3.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:0759b36428067dc777b202dd286fbdd33d7f261c6455c4238ea4e8474358b1e6", size = 129411, upload-time = "2025-07-15T16:07:58.852Z" }, - { url = "https://files.pythonhosted.org/packages/43/0c/f75015669d7817d222df1bb207f402277b77d22c4833950c8c8c7cf2d325/orjson-3.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:51cdca2f36e923126d0734efaf72ddbb5d6da01dbd20eab898bdc50de80d7b5a", size = 126349, upload-time = "2025-07-15T16:08:00.322Z" }, +version = "3.11.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/19/3b/fd9ff8ff64ae3900f11554d5cfc835fb73e501e043c420ad32ec574fe27f/orjson-3.11.1.tar.gz", hash = "sha256:48d82770a5fd88778063604c566f9c7c71820270c9cc9338d25147cbf34afd96", size = 5393373, upload-time = "2025-07-25T14:33:52.898Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c9/e9/880ef869e6f66279ce3a381a32afa0f34e29a94250146911eee029e56efc/orjson-3.11.1-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:53cfefe4af059e65aabe9683f76b9c88bf34b4341a77d329227c2424e0e59b0e", size = 240835, upload-time = "2025-07-25T14:32:54.507Z" }, + { url = "https://files.pythonhosted.org/packages/f0/1f/52039ef3d03eeea21763b46bc99ebe11d9de8510c72b7b5569433084a17e/orjson-3.11.1-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:93d5abed5a6f9e1b6f9b5bf6ed4423c11932b5447c2f7281d3b64e0f26c6d064", size = 129226, upload-time = "2025-07-25T14:32:55.908Z" }, + { url = "https://files.pythonhosted.org/packages/ee/da/59fdffc9465a760be2cd3764ef9cd5535eec8f095419f972fddb123b6d0e/orjson-3.11.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5dbf06642f3db2966df504944cdd0eb68ca2717f0353bb20b20acd78109374a6", size = 132261, upload-time = "2025-07-25T14:32:57.538Z" }, + { url = "https://files.pythonhosted.org/packages/bb/5c/8610911c7e969db7cf928c8baac4b2f1e68d314bc3057acf5ca64f758435/orjson-3.11.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:dddf4e78747fa7f2188273f84562017a3c4f0824485b78372513c1681ea7a894", size = 128614, upload-time = "2025-07-25T14:32:58.808Z" }, + { url = "https://files.pythonhosted.org/packages/f7/a1/a1db9d4310d014c90f3b7e9b72c6fb162cba82c5f46d0b345669eaebdd3a/orjson-3.11.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fa3fe8653c9f57f0e16f008e43626485b6723b84b2f741f54d1258095b655912", size = 130968, upload-time = "2025-07-25T14:33:00.038Z" }, + { url = "https://files.pythonhosted.org/packages/56/ff/11acd1fd7c38ea7a1b5d6bf582ae3da05931bee64620995eb08fd63c77fe/orjson-3.11.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6334d2382aff975a61f6f4d1c3daf39368b887c7de08f7c16c58f485dcf7adb2", size = 132439, upload-time = "2025-07-25T14:33:01.354Z" }, + { url = "https://files.pythonhosted.org/packages/70/f9/bb564dd9450bf8725e034a8ad7f4ae9d4710a34caf63b85ce1c0c6d40af0/orjson-3.11.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a3d0855b643f259ee0cb76fe3df4c04483354409a520a902b067c674842eb6b8", size = 135299, upload-time = "2025-07-25T14:33:03.079Z" }, + { url = "https://files.pythonhosted.org/packages/94/bb/c8eafe6051405e241dda3691db4d9132d3c3462d1d10a17f50837dd130b4/orjson-3.11.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0eacdfeefd0a79987926476eb16e0245546bedeb8febbbbcf4b653e79257a8e4", size = 131004, upload-time = "2025-07-25T14:33:04.416Z" }, + { url = "https://files.pythonhosted.org/packages/a2/40/bed8d7dcf1bd2df8813bf010a25f645863a2f75e8e0ebdb2b55784cf1a62/orjson-3.11.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0ed07faf9e4873518c60480325dcbc16d17c59a165532cccfb409b4cdbaeff24", size = 130583, upload-time = "2025-07-25T14:33:05.768Z" }, + { url = "https://files.pythonhosted.org/packages/57/e7/cfa2eb803ad52d74fbb5424a429b5be164e51d23f1d853e5e037173a5c48/orjson-3.11.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:d6d308dd578ae3658f62bb9eba54801533225823cd3248c902be1ebc79b5e014", size = 404218, upload-time = "2025-07-25T14:33:07.117Z" }, + { url = "https://files.pythonhosted.org/packages/d5/21/bc703af5bc6e9c7e18dcf4404dcc4ec305ab9bb6c82d3aee5952c0c56abf/orjson-3.11.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:c4aa13ca959ba6b15c0a98d3d204b850f9dc36c08c9ce422ffb024eb30d6e058", size = 146605, upload-time = "2025-07-25T14:33:08.55Z" }, + { url = "https://files.pythonhosted.org/packages/8f/fe/d26a0150534c4965a06f556aa68bf3c3b82999d5d7b0facd3af7b390c4af/orjson-3.11.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:be3d0653322abc9b68e5bcdaee6cfd58fcbe9973740ab222b87f4d687232ab1f", size = 135434, upload-time = "2025-07-25T14:33:09.967Z" }, + { url = "https://files.pythonhosted.org/packages/89/b6/1cb28365f08cbcffc464f8512320c6eb6db6a653f03d66de47ea3c19385f/orjson-3.11.1-cp313-cp313-win32.whl", hash = "sha256:4dd34e7e2518de8d7834268846f8cab7204364f427c56fb2251e098da86f5092", size = 136596, upload-time = "2025-07-25T14:33:11.333Z" }, + { url = "https://files.pythonhosted.org/packages/f9/35/7870d0d3ed843652676d84d8a6038791113eacc85237b673b925802826b8/orjson-3.11.1-cp313-cp313-win_amd64.whl", hash = "sha256:d6895d32032b6362540e6d0694b19130bb4f2ad04694002dce7d8af588ca5f77", size = 131319, upload-time = "2025-07-25T14:33:12.614Z" }, + { url = "https://files.pythonhosted.org/packages/b7/3e/5bcd50fd865eb664d4edfdaaaff51e333593ceb5695a22c0d0a0d2b187ba/orjson-3.11.1-cp313-cp313-win_arm64.whl", hash = "sha256:bb7c36d5d3570fcbb01d24fa447a21a7fe5a41141fd88e78f7994053cc4e28f4", size = 126613, upload-time = "2025-07-25T14:33:13.927Z" }, + { url = "https://files.pythonhosted.org/packages/61/d8/0a5cd31ed100b4e569e143cb0cddefc21f0bcb8ce284f44bca0bb0e10f3d/orjson-3.11.1-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:7b71ef394327b3d0b39f6ea7ade2ecda2731a56c6a7cbf0d6a7301203b92a89b", size = 240819, upload-time = "2025-07-25T14:33:15.223Z" }, + { url = "https://files.pythonhosted.org/packages/b9/95/7eb2c76c92192ceca16bc81845ff100bbb93f568b4b94d914b6a4da47d61/orjson-3.11.1-cp314-cp314-macosx_15_0_arm64.whl", hash = "sha256:77c0fe28ed659b62273995244ae2aa430e432c71f86e4573ab16caa2f2e3ca5e", size = 129218, upload-time = "2025-07-25T14:33:16.637Z" }, + { url = "https://files.pythonhosted.org/packages/da/84/e6b67f301b18adbbc346882f456bea44daebbd032ba725dbd7b741e3a7f1/orjson-3.11.1-cp314-cp314-manylinux_2_34_aarch64.whl", hash = "sha256:1495692f1f1ba2467df429343388a0ed259382835922e124c0cfdd56b3d1f727", size = 132238, upload-time = "2025-07-25T14:33:17.934Z" }, + { url = "https://files.pythonhosted.org/packages/84/78/a45a86e29d9b2f391f9d00b22da51bc4b46b86b788fd42df2c5fcf3e8005/orjson-3.11.1-cp314-cp314-manylinux_2_34_x86_64.whl", hash = "sha256:08c6a762fca63ca4dc04f66c48ea5d2428db55839fec996890e1bfaf057b658c", size = 130998, upload-time = "2025-07-25T14:33:19.282Z" }, + { url = "https://files.pythonhosted.org/packages/ea/8f/6eb3ee6760d93b2ce996a8529164ee1f5bafbdf64b74c7314b68db622b32/orjson-3.11.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:9e26794fe3976810b2c01fda29bd9ac7c91a3c1284b29cc9a383989f7b614037", size = 130559, upload-time = "2025-07-25T14:33:20.589Z" }, + { url = "https://files.pythonhosted.org/packages/1b/78/9572ae94bdba6813917c9387e7834224c011ea6b4530ade07d718fd31598/orjson-3.11.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:4b4b4f8f0b1d3ef8dc73e55363a0ffe012a42f4e2f1a140bf559698dca39b3fa", size = 404231, upload-time = "2025-07-25T14:33:22.019Z" }, + { url = "https://files.pythonhosted.org/packages/1f/a3/68381ad0757e084927c5ee6cfdeab1c6c89405949ee493db557e60871c4c/orjson-3.11.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:848be553ea35aa89bfefbed2e27c8a41244c862956ab8ba00dc0b27e84fd58de", size = 146658, upload-time = "2025-07-25T14:33:23.675Z" }, + { url = "https://files.pythonhosted.org/packages/00/db/fac56acf77aab778296c3f541a3eec643266f28ecd71d6c0cba251e47655/orjson-3.11.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c964c29711a4b1df52f8d9966f015402a6cf87753a406c1c4405c407dd66fd45", size = 135443, upload-time = "2025-07-25T14:33:25.04Z" }, + { url = "https://files.pythonhosted.org/packages/76/b1/326fa4b87426197ead61c1eec2eeb3babc9eb33b480ac1f93894e40c8c08/orjson-3.11.1-cp314-cp314-win32.whl", hash = "sha256:33aada2e6b6bc9c540d396528b91e666cedb383740fee6e6a917f561b390ecb1", size = 136643, upload-time = "2025-07-25T14:33:26.449Z" }, + { url = "https://files.pythonhosted.org/packages/0f/8e/2987ae2109f3bfd39680f8a187d1bc09ad7f8fb019dcdc719b08c7242ade/orjson-3.11.1-cp314-cp314-win_amd64.whl", hash = "sha256:68e10fd804e44e36188b9952543e3fa22f5aa8394da1b5283ca2b423735c06e8", size = 131324, upload-time = "2025-07-25T14:33:27.896Z" }, + { url = "https://files.pythonhosted.org/packages/21/5f/253e08e6974752b124fbf3a4de3ad53baa766b0cb4a333d47706d307e396/orjson-3.11.1-cp314-cp314-win_arm64.whl", hash = "sha256:f3cf6c07f8b32127d836be8e1c55d4f34843f7df346536da768e9f73f22078a1", size = 126605, upload-time = "2025-07-25T14:33:29.244Z" }, ] [[package]] @@ -983,6 +1128,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484", size = 66469, upload-time = "2025-04-19T11:48:57.875Z" }, ] +[[package]] +name = "pathspec" +version = "0.12.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ca/bc/f35b8446f4531a7cb215605d100cd88b7ac6f44ab3fc94870c120ab3adbf/pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712", size = 51043, upload-time = "2023-12-10T22:30:45Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cc/20/ff623b09d963f88bfde16306a54e12ee5ea43e9b597108672ff3a408aad6/pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08", size = 31191, upload-time = "2023-12-10T22:30:43.14Z" }, +] + [[package]] name = "pillow" version = "11.3.0" @@ -1038,6 +1192,24 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/89/c7/5572fa4a3f45740eaab6ae86fcdf7195b55beac1371ac8c619d880cfe948/pillow-11.3.0-cp314-cp314t-win_arm64.whl", hash = "sha256:79ea0d14d3ebad43ec77ad5272e6ff9bba5b679ef73375ea760261207fa8e0aa", size = 2512835, upload-time = "2025-07-01T09:15:50.399Z" }, ] +[[package]] +name = "platformdirs" +version = "4.3.8" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/fe/8b/3c73abc9c759ecd3f1f7ceff6685840859e8070c4d947c93fae71f6a0bf2/platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc", size = 21362, upload-time = "2025-05-07T22:47:42.121Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fe/39/979e8e21520d4e47a0bbe349e2713c0aac6f3d853d0e5b34d76206c439aa/platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4", size = 18567, upload-time = "2025-05-07T22:47:40.376Z" }, +] + +[[package]] +name = "pluggy" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412, upload-time = "2025-05-15T12:30:07.975Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" }, +] + [[package]] name = "posthog" version = "5.4.0" @@ -1091,44 +1263,103 @@ wheels = [ [[package]] name = "pybase64" -version = "1.4.1" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/38/32/5d25a15256d2e80d1e92be821f19fc49190e65a90ea86733cb5af2285449/pybase64-1.4.1.tar.gz", hash = "sha256:03fc365c601671add4f9e0713c2bc2485fa4ab2b32f0d3bb060bd7e069cdaa43", size = 136836, upload-time = "2025-03-02T11:13:57.109Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/4b/1a/4e243ba702c07df3df3ba1795cfb02cf7a4242c53fc574b06a2bfa4f8478/pybase64-1.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d1c38d9c4a7c132d45859af8d5364d3ce90975a42bd5995d18d174fb57621973", size = 38149, upload-time = "2025-03-02T11:11:35.537Z" }, - { url = "https://files.pythonhosted.org/packages/9c/35/3eae81bc8688a83f8b5bb84979d88e2cc3c3279a3b870a506f277d746c56/pybase64-1.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ab0b93ea93cf1f56ca4727d678a9c0144c2653e9de4e93e789a92b4e098c07d9", size = 31485, upload-time = "2025-03-02T11:11:36.656Z" }, - { url = "https://files.pythonhosted.org/packages/48/55/d99b9ff8083573bbf97fc433bbc20e2efb612792025f3bad0868c96c37ce/pybase64-1.4.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:644f393e9bb7f3bacc5cbd3534d02e1b660b258fc8315ecae74d2e23265e5c1f", size = 59738, upload-time = "2025-03-02T11:11:38.468Z" }, - { url = "https://files.pythonhosted.org/packages/63/3c/051512b9e139a11585447b286ede5ac3b284ce5df85de37eb8cff57d90f8/pybase64-1.4.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ff172a4dacbd964e5edcf1c2152dae157aabf856508aed15276f46d04a22128e", size = 56239, upload-time = "2025-03-02T11:11:39.718Z" }, - { url = "https://files.pythonhosted.org/packages/af/11/f40c5cca587274d50baee88540a7839576204cb425fe2f73a752ea48ae74/pybase64-1.4.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2ab7b4535abc72d40114540cae32c9e07d76ffba132bdd5d4fff5fe340c5801", size = 59137, upload-time = "2025-03-02T11:11:41.524Z" }, - { url = "https://files.pythonhosted.org/packages/1a/a9/ace9f6d0926962c083671d7df247de442ef63cd06bd134f7c8251aab5c51/pybase64-1.4.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da66eb7cfb641486944fb0b95ab138e691ab78503115022caf992b6c89b10396", size = 60109, upload-time = "2025-03-02T11:11:42.699Z" }, - { url = "https://files.pythonhosted.org/packages/88/9c/d4e308b4b4e3b513bc084fc71b4e2dd00d21d4cd245a9a28144d2f6b03c9/pybase64-1.4.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:678f573ea1d06183b32d0336044fb5db60396333599dffcce28ffa3b68319fc0", size = 68391, upload-time = "2025-03-02T11:11:43.898Z" }, - { url = "https://files.pythonhosted.org/packages/53/87/e184bf982a3272f1021f417e5a18fac406e042c606950e9082fc3b0cec30/pybase64-1.4.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4bccdf340c2a1d3dd1f41528f192265ddce7f8df1ee4f7b5b9163cdba0fe0ccb", size = 71438, upload-time = "2025-03-02T11:11:45.112Z" }, - { url = "https://files.pythonhosted.org/packages/2f/7f/d6e6a72db055eb2dc01ab877d8ee39d05cb665403433ff922fb95d1003ad/pybase64-1.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1ddf6366c34eb78931fd8a47c00cb886ba187a5ff8e6dbffe1d9dae4754b6c28", size = 58437, upload-time = "2025-03-02T11:11:47.034Z" }, - { url = "https://files.pythonhosted.org/packages/71/ef/c9051f2c0128194b861f3cd3b2d211b8d4d21ed2be354aa669fe29a059d8/pybase64-1.4.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:500afcb717a84e262c68f0baf9c56abaf97e2f058ba80c5546a9ed21ff4b705f", size = 52267, upload-time = "2025-03-02T11:11:48.448Z" }, - { url = "https://files.pythonhosted.org/packages/12/92/ae30a54eaa437989839c4f2404c1f004d7383c0f46d6ebb83546d587d2a7/pybase64-1.4.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d2de043312a1e7f15ee6d2b7d9e39ee6afe24f144e2248cce942b6be357b70d8", size = 68659, upload-time = "2025-03-02T11:11:49.615Z" }, - { url = "https://files.pythonhosted.org/packages/2b/65/d94788a35904f21694c4c581bcee2e165bec2408cc6fbed85a7fef5959ae/pybase64-1.4.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:c36e214c25fb8dd4f3ecdaa0ff90073b793056e0065cc0a1e1e5525a6866a1ad", size = 57727, upload-time = "2025-03-02T11:11:50.843Z" }, - { url = "https://files.pythonhosted.org/packages/d0/97/8db416066b7917909c38346c03a8f3e6d4fc8a1dc98636408156514269ad/pybase64-1.4.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:8ec003224f6e36e8e607a1bb8df182b367c87ca7135788ffe89173c7d5085005", size = 56302, upload-time = "2025-03-02T11:11:52.547Z" }, - { url = "https://files.pythonhosted.org/packages/70/0b/98f0601391befe0f19aa8cbda821c62d95056a94cc41d452fe893d205523/pybase64-1.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:c536c6ed161e6fb19f6acd6074f29a4c78cb41c9155c841d56aec1a4d20d5894", size = 70779, upload-time = "2025-03-02T11:11:53.735Z" }, - { url = "https://files.pythonhosted.org/packages/cc/07/116119c5b20688c052697f677cf56f05aa766535ff7691aba38447d4a0d8/pybase64-1.4.1-cp313-cp313-win32.whl", hash = "sha256:1d34872e5aa2eff9dc54cedaf36038bbfbd5a3440fdf0bdc5b3c81c54ef151ea", size = 34266, upload-time = "2025-03-02T11:11:54.892Z" }, - { url = "https://files.pythonhosted.org/packages/c0/f5/a7eed9f3692209a9869a28bdd92deddf8cbffb06b40954f89f4577e5c96e/pybase64-1.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:8b7765515d7e0a48ddfde914dc2b1782234ac188ce3fab173b078a6e82ec7017", size = 36488, upload-time = "2025-03-02T11:11:56.063Z" }, - { url = "https://files.pythonhosted.org/packages/5d/8a/0d65c4dcda06487305035f24888ffed219897c03fb7834635d5d5e27dae1/pybase64-1.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:7fb782f3ceb30e24dc4d8d99c1221a381917bffaf85d29542f0f25b51829987c", size = 29690, upload-time = "2025-03-02T11:11:57.702Z" }, - { url = "https://files.pythonhosted.org/packages/a3/83/646d65fafe5e6edbdaf4c9548efb2e1dd7784caddbde3ff8a843dd942b0f/pybase64-1.4.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:2a98d323e97444a38db38e022ccaf1d3e053b1942455790a93f29086c687855f", size = 38506, upload-time = "2025-03-02T11:11:58.936Z" }, - { url = "https://files.pythonhosted.org/packages/87/14/dbf7fbbe91d71c8044fefe20d22480ad64097e2ba424944de512550e12a4/pybase64-1.4.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:19ef58d36b9b32024768fcedb024f32c05eb464128c75c07cac2b50c9ed47f4a", size = 31894, upload-time = "2025-03-02T11:12:00.762Z" }, - { url = "https://files.pythonhosted.org/packages/bd/5d/f8a47da2a5f8b599297b307d3bd0293adedc4e135be310620f061906070f/pybase64-1.4.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:04fee0f5c174212868fde97b109db8fac8249b306a00ea323531ee61c7b0f398", size = 65212, upload-time = "2025-03-02T11:12:01.911Z" }, - { url = "https://files.pythonhosted.org/packages/90/95/ad9869c7cdcce3e8ada619dab5f9f2eff315ffb001704a3718c1597a2119/pybase64-1.4.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:47737ff9eabc14b7553de6bc6395d67c5be80afcdbd25180285d13e089e40888", size = 60300, upload-time = "2025-03-02T11:12:03.071Z" }, - { url = "https://files.pythonhosted.org/packages/c2/91/4d8268b2488ae10c485cba04ecc23a5a7bdfb47ce9b876017b11ea0249a2/pybase64-1.4.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0d8b5888cc239654fe68a0db196a18575ffc8b1c8c8f670c2971a44e3b7fe682", size = 63773, upload-time = "2025-03-02T11:12:04.231Z" }, - { url = "https://files.pythonhosted.org/packages/ae/1a/8afd27facc0723b1d69231da8c59a2343feb255f5db16f8b8765ddf1600b/pybase64-1.4.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6a1af8d387dbce05944b65a618639918804b2d4438fed32bb7f06d9c90dbed01", size = 64684, upload-time = "2025-03-02T11:12:05.409Z" }, - { url = "https://files.pythonhosted.org/packages/cc/cd/422c74397210051125419fc8e425506ff27c04665459e18c8f7b037a754b/pybase64-1.4.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b0093c52bd099b80e422ad8cddf6f2c1ac1b09cb0922cca04891d736c2ad647", size = 72880, upload-time = "2025-03-02T11:12:06.652Z" }, - { url = "https://files.pythonhosted.org/packages/04/c1/c4f02f1d5f8e8a3d75715a3dd04196dde9e263e471470d099a26e91ebe2f/pybase64-1.4.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:15e54f9b2a1686f5bbdc4ac8440b6f6145d9699fd53aa30f347931f3063b0915", size = 75344, upload-time = "2025-03-02T11:12:07.816Z" }, - { url = "https://files.pythonhosted.org/packages/6e/0b/013006ca984f0472476cf7c0540db2e2b1f997d52977b15842a7681ab79c/pybase64-1.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:3a0fdcf13f986c82f7ef04a1cd1163c70f39662d6f02aa4e7b448dacb966b39f", size = 63439, upload-time = "2025-03-02T11:12:09.669Z" }, - { url = "https://files.pythonhosted.org/packages/8a/d5/7848543b3c8dcc5396be574109acbe16706e6a9b4dbd9fc4e22f211668a9/pybase64-1.4.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:ac03f8eba72dd6da15dc25bb3e1b440ad21f5cb7ee2e6ffbbae4bd1b206bb503", size = 56004, upload-time = "2025-03-02T11:12:10.981Z" }, - { url = "https://files.pythonhosted.org/packages/63/58/70de1efb1b6f21d7aaea33578868214f82925d969e2091f7de3175a10092/pybase64-1.4.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:ea835272570aa811e08ae17612632b057623a9b27265d44288db666c02b438dc", size = 72460, upload-time = "2025-03-02T11:12:13.122Z" }, - { url = "https://files.pythonhosted.org/packages/90/0d/aa52dd1b1f25b98b1d94cc0522f864b03de55aa115de67cb6dbbddec4f46/pybase64-1.4.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:8f52c4c29a35381f3ae06d520144a0707132f2cbfb53bc907b74811734bc4ef3", size = 62295, upload-time = "2025-03-02T11:12:15.004Z" }, - { url = "https://files.pythonhosted.org/packages/39/cf/4d378a330249c937676ee8eab7992ec700ade362f35db36c15922b33b1c8/pybase64-1.4.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:fa5cdabcb4d21b7e56d0b2edd7ed6fa933ac3535be30c2a9cf0a2e270c5369c8", size = 60604, upload-time = "2025-03-02T11:12:16.23Z" }, - { url = "https://files.pythonhosted.org/packages/15/45/e3f23929018d0aada84246ddd398843050971af614da67450bb20f45f880/pybase64-1.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8db9acf239bb71a888748bc9ffc12c97c1079393a38bc180c0548330746ece94", size = 74500, upload-time = "2025-03-02T11:12:17.48Z" }, - { url = "https://files.pythonhosted.org/packages/8d/98/6d2adaec318cae6ee968a10df0a7e870f17ee385ef623bcb2ab63fa11b59/pybase64-1.4.1-cp313-cp313t-win32.whl", hash = "sha256:bc06186cfa9a43e871fdca47c1379bdf1cfe964bd94a47f0919a1ffab195b39e", size = 34543, upload-time = "2025-03-02T11:12:18.625Z" }, - { url = "https://files.pythonhosted.org/packages/8e/e7/1823de02d2c23324cf1142e9dce53b032085cee06c3f982806040f975ce7/pybase64-1.4.1-cp313-cp313t-win_amd64.whl", hash = "sha256:02c3647d270af1a3edd35e485bb7ccfe82180b8347c49e09973466165c03d7aa", size = 36909, upload-time = "2025-03-02T11:12:20.122Z" }, - { url = "https://files.pythonhosted.org/packages/43/6a/8ec0e4461bf89ef0499ef6c746b081f3520a1e710aeb58730bae693e0681/pybase64-1.4.1-cp313-cp313t-win_arm64.whl", hash = "sha256:4b3635e5873707906e72963c447a67969cfc6bac055432a57a91d7a4d5164fdf", size = 29961, upload-time = "2025-03-02T11:12:21.908Z" }, +version = "1.4.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/04/14/43297a7b7f0c1bf0c00b596f754ee3ac946128c64d21047ccf9c9bbc5165/pybase64-1.4.2.tar.gz", hash = "sha256:46cdefd283ed9643315d952fe44de80dc9b9a811ce6e3ec97fd1827af97692d0", size = 137246, upload-time = "2025-07-27T13:08:57.808Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/56/5337f27a8b8d2d6693f46f7b36bae47895e5820bfa259b0072574a4e1057/pybase64-1.4.2-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:0f331aa59549de21f690b6ccc79360ffed1155c3cfbc852eb5c097c0b8565a2b", size = 33888, upload-time = "2025-07-27T13:03:35.698Z" }, + { url = "https://files.pythonhosted.org/packages/4c/09/f3f4b11fc9beda7e8625e29fb0f549958fcbb34fea3914e1c1d95116e344/pybase64-1.4.2-cp313-cp313-android_21_x86_64.whl", hash = "sha256:9dad20bf1f3ed9e6fe566c4c9d07d9a6c04f5a280daebd2082ffb8620b0a880d", size = 40796, upload-time = "2025-07-27T13:03:36.927Z" }, + { url = "https://files.pythonhosted.org/packages/e3/ff/470768f0fe6de0aa302a8cb1bdf2f9f5cffc3f69e60466153be68bc953aa/pybase64-1.4.2-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:69d3f0445b0faeef7bb7f93bf8c18d850785e2a77f12835f49e524cc54af04e7", size = 30914, upload-time = "2025-07-27T13:03:38.475Z" }, + { url = "https://files.pythonhosted.org/packages/75/6b/d328736662665e0892409dc410353ebef175b1be5eb6bab1dad579efa6df/pybase64-1.4.2-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:2372b257b1f4dd512f317fb27e77d313afd137334de64c87de8374027aacd88a", size = 31380, upload-time = "2025-07-27T13:03:39.7Z" }, + { url = "https://files.pythonhosted.org/packages/ca/96/7ff718f87c67f4147c181b73d0928897cefa17dc75d7abc6e37730d5908f/pybase64-1.4.2-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:fb794502b4b1ec91c4ca5d283ae71aef65e3de7721057bd9e2b3ec79f7a62d7d", size = 38230, upload-time = "2025-07-27T13:03:41.637Z" }, + { url = "https://files.pythonhosted.org/packages/4d/58/a3307b048d799ff596a3c7c574fcba66f9b6b8c899a3c00a698124ca7ad5/pybase64-1.4.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d5c532b03fd14a5040d6cf6571299a05616f925369c72ddf6fe2fb643eb36fed", size = 38319, upload-time = "2025-07-27T13:03:42.847Z" }, + { url = "https://files.pythonhosted.org/packages/08/a7/0bda06341b0a2c830d348c6e1c4d348caaae86c53dc9a046e943467a05e9/pybase64-1.4.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0f699514dc1d5689ca9cf378139e0214051922732f9adec9404bc680a8bef7c0", size = 31655, upload-time = "2025-07-27T13:03:44.426Z" }, + { url = "https://files.pythonhosted.org/packages/87/df/e1d6e8479e0c5113c2c63c7b44886935ce839c2d99884c7304ca9e86547c/pybase64-1.4.2-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:cd3e8713cbd32c8c6aa935feaf15c7670e2b7e8bfe51c24dc556811ebd293a29", size = 68232, upload-time = "2025-07-27T13:03:45.729Z" }, + { url = "https://files.pythonhosted.org/packages/71/ab/db4dbdfccb9ca874d6ce34a0784761471885d96730de85cee3d300381529/pybase64-1.4.2-cp313-cp313-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:d377d48acf53abf4b926c2a7a24a19deb092f366a04ffd856bf4b3aa330b025d", size = 71608, upload-time = "2025-07-27T13:03:47.01Z" }, + { url = "https://files.pythonhosted.org/packages/11/e9/508df958563951045d728bbfbd3be77465f9231cf805cb7ccaf6951fc9f1/pybase64-1.4.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d83c076e78d619b9e1dd674e2bf5fb9001aeb3e0b494b80a6c8f6d4120e38cd9", size = 59912, upload-time = "2025-07-27T13:03:48.277Z" }, + { url = "https://files.pythonhosted.org/packages/f2/58/7f2cef1ceccc682088958448d56727369de83fa6b29148478f4d2acd107a/pybase64-1.4.2-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:ab9cdb6a8176a5cb967f53e6ad60e40c83caaa1ae31c5e1b29e5c8f507f17538", size = 56413, upload-time = "2025-07-27T13:03:49.908Z" }, + { url = "https://files.pythonhosted.org/packages/08/7c/7e0af5c5728fa7e2eb082d88eca7c6bd17429be819d58518e74919d42e66/pybase64-1.4.2-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:adf0c103ad559dbfb9fe69edfd26a15c65d9c991a5ab0a25b04770f9eb0b9484", size = 59311, upload-time = "2025-07-27T13:03:51.238Z" }, + { url = "https://files.pythonhosted.org/packages/03/8b/09825d0f37e45b9a3f546e5f990b6cf2dd838e54ea74122c2464646e0c77/pybase64-1.4.2-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:0d03ef2f253d97ce0685d3624bf5e552d716b86cacb8a6c971333ba4b827e1fc", size = 60282, upload-time = "2025-07-27T13:03:52.56Z" }, + { url = "https://files.pythonhosted.org/packages/9c/3f/3711d2413f969bfd5b9cc19bc6b24abae361b7673ff37bcb90c43e199316/pybase64-1.4.2-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:e565abf906efee76ae4be1aef5df4aed0fda1639bc0d7732a3dafef76cb6fc35", size = 54845, upload-time = "2025-07-27T13:03:54.167Z" }, + { url = "https://files.pythonhosted.org/packages/c6/3c/4c7ce1ae4d828c2bb56d144322f81bffbaaac8597d35407c3d7cbb0ff98f/pybase64-1.4.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e3c6a5f15fd03f232fc6f295cce3684f7bb08da6c6d5b12cc771f81c9f125cc6", size = 58615, upload-time = "2025-07-27T13:03:55.494Z" }, + { url = "https://files.pythonhosted.org/packages/f5/8f/c2fc03bf4ed038358620065c75968a30184d5d3512d09d3ef9cc3bd48592/pybase64-1.4.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:bad9e3db16f448728138737bbd1af9dc2398efd593a8bdd73748cc02cd33f9c6", size = 52434, upload-time = "2025-07-27T13:03:56.808Z" }, + { url = "https://files.pythonhosted.org/packages/e2/0a/757d6df0a60327c893cfae903e15419914dd792092dc8cc5c9523d40bc9b/pybase64-1.4.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2683ef271328365c31afee0ed8fa29356fb8fb7c10606794656aa9ffb95e92be", size = 68824, upload-time = "2025-07-27T13:03:58.735Z" }, + { url = "https://files.pythonhosted.org/packages/a0/14/84abe2ed8c29014239be1cfab45dfebe5a5ca779b177b8b6f779bd8b69da/pybase64-1.4.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:265b20089cd470079114c09bb74b101b3bfc3c94ad6b4231706cf9eff877d570", size = 57898, upload-time = "2025-07-27T13:04:00.379Z" }, + { url = "https://files.pythonhosted.org/packages/7e/c6/d193031f90c864f7b59fa6d1d1b5af41f0f5db35439988a8b9f2d1b32a13/pybase64-1.4.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:e53173badead10ef8b839aa5506eecf0067c7b75ad16d9bf39bc7144631f8e67", size = 54319, upload-time = "2025-07-27T13:04:01.742Z" }, + { url = "https://files.pythonhosted.org/packages/cb/37/ec0c7a610ff8f994ee6e0c5d5d66b6b6310388b96ebb347b03ae39870fdf/pybase64-1.4.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:5823b8dcf74da7da0f761ed60c961e8928a6524e520411ad05fe7f9f47d55b40", size = 56472, upload-time = "2025-07-27T13:04:03.089Z" }, + { url = "https://files.pythonhosted.org/packages/c4/5a/e585b74f85cedd261d271e4c2ef333c5cfce7e80750771808f56fee66b98/pybase64-1.4.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1237f66c54357d325390da60aa5e21c6918fbcd1bf527acb9c1f4188c62cb7d5", size = 70966, upload-time = "2025-07-27T13:04:04.361Z" }, + { url = "https://files.pythonhosted.org/packages/ad/20/1b2fdd98b4ba36008419668c813025758214c543e362c66c49214ecd1127/pybase64-1.4.2-cp313-cp313-win32.whl", hash = "sha256:b0b851eb4f801d16040047f6889cca5e9dfa102b3e33f68934d12511245cef86", size = 33681, upload-time = "2025-07-27T13:04:06.126Z" }, + { url = "https://files.pythonhosted.org/packages/ff/64/3df4067d169c047054889f34b5a946cbe3785bca43404b93c962a5461a41/pybase64-1.4.2-cp313-cp313-win_amd64.whl", hash = "sha256:19541c6e26d17d9522c02680fe242206ae05df659c82a657aabadf209cd4c6c7", size = 35822, upload-time = "2025-07-27T13:04:07.752Z" }, + { url = "https://files.pythonhosted.org/packages/d1/fd/db505188adf812e60ee923f196f9deddd8a1895b2b29b37f5db94afc3b1c/pybase64-1.4.2-cp313-cp313-win_arm64.whl", hash = "sha256:77a191863d576c0a5dd81f8a568a5ca15597cc980ae809dce62c717c8d42d8aa", size = 30899, upload-time = "2025-07-27T13:04:09.062Z" }, + { url = "https://files.pythonhosted.org/packages/d9/27/5f5fecd206ec1e06e1608a380af18dcb76a6ab08ade6597a3251502dcdb2/pybase64-1.4.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:2e194bbabe3fdf9e47ba9f3e157394efe0849eb226df76432126239b3f44992c", size = 38677, upload-time = "2025-07-27T13:04:10.334Z" }, + { url = "https://files.pythonhosted.org/packages/bf/0f/abe4b5a28529ef5f74e8348fa6a9ef27d7d75fbd98103d7664cf485b7d8f/pybase64-1.4.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:39aef1dadf4a004f11dd09e703abaf6528a87c8dbd39c448bb8aebdc0a08c1be", size = 32066, upload-time = "2025-07-27T13:04:11.641Z" }, + { url = "https://files.pythonhosted.org/packages/ac/7e/ea0ce6a7155cada5526017ec588b6d6185adea4bf9331565272f4ef583c2/pybase64-1.4.2-cp313-cp313t-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:91cb920c7143e36ec8217031282c8651da3b2206d70343f068fac0e7f073b7f9", size = 72300, upload-time = "2025-07-27T13:04:12.969Z" }, + { url = "https://files.pythonhosted.org/packages/45/2d/e64c7a056c9ec48dfe130d1295e47a8c2b19c3984488fc08e5eaa1e86c88/pybase64-1.4.2-cp313-cp313t-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6958631143fb9e71f9842000da042ec2f6686506b6706e2dfda29e97925f6aa0", size = 75520, upload-time = "2025-07-27T13:04:14.374Z" }, + { url = "https://files.pythonhosted.org/packages/43/e0/e5f93b2e1cb0751a22713c4baa6c6eaf5f307385e369180486c8316ed21e/pybase64-1.4.2-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:dc35f14141ef3f1ac70d963950a278a2593af66fe5a1c7a208e185ca6278fa25", size = 65384, upload-time = "2025-07-27T13:04:16.204Z" }, + { url = "https://files.pythonhosted.org/packages/ff/23/8c645a1113ad88a1c6a3d0e825e93ef8b74ad3175148767853a0a4d7626e/pybase64-1.4.2-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:5d949d2d677859c3a8507e1b21432a039d2b995e0bd3fe307052b6ded80f207a", size = 60471, upload-time = "2025-07-27T13:04:17.947Z" }, + { url = "https://files.pythonhosted.org/packages/8b/81/edd0f7d8b0526b91730a0dd4ce6b4c8be2136cd69d424afe36235d2d2a06/pybase64-1.4.2-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:09caacdd3e15fe7253a67781edd10a6a918befab0052a2a3c215fe5d1f150269", size = 63945, upload-time = "2025-07-27T13:04:19.383Z" }, + { url = "https://files.pythonhosted.org/packages/a5/a5/edc224cd821fd65100b7af7c7e16b8f699916f8c0226c9c97bbae5a75e71/pybase64-1.4.2-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:e44b0e793b23f28ea0f15a9754bd0c960102a2ac4bccb8fafdedbd4cc4d235c0", size = 64858, upload-time = "2025-07-27T13:04:20.807Z" }, + { url = "https://files.pythonhosted.org/packages/11/3b/92853f968f1af7e42b7e54d21bdd319097b367e7dffa2ca20787361df74c/pybase64-1.4.2-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:849f274d0bcb90fc6f642c39274082724d108e41b15f3a17864282bd41fc71d5", size = 58557, upload-time = "2025-07-27T13:04:22.229Z" }, + { url = "https://files.pythonhosted.org/packages/76/09/0ec6bd2b2303b0ea5c6da7535edc9a608092075ef8c0cdd96e3e726cd687/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:528dba7ef1357bd7ce1aea143084501f47f5dd0fff7937d3906a68565aa59cfe", size = 63624, upload-time = "2025-07-27T13:04:23.952Z" }, + { url = "https://files.pythonhosted.org/packages/73/6e/52cb1ced2a517a3118b2e739e9417432049013ac7afa15d790103059e8e4/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:1da54be743d9a68671700cfe56c3ab8c26e8f2f5cc34eface905c55bc3a9af94", size = 56174, upload-time = "2025-07-27T13:04:25.419Z" }, + { url = "https://files.pythonhosted.org/packages/5b/9d/820fe79347467e48af985fe46180e1dd28e698ade7317bebd66de8a143f5/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:9b07c0406c3eaa7014499b0aacafb21a6d1146cfaa85d56f0aa02e6d542ee8f3", size = 72640, upload-time = "2025-07-27T13:04:26.824Z" }, + { url = "https://files.pythonhosted.org/packages/53/58/e863e10d08361e694935c815b73faad7e1ab03f99ae154d86c4e2f331896/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:312f2aa4cf5d199a97fbcaee75d2e59ebbaafcd091993eb373b43683498cdacb", size = 62453, upload-time = "2025-07-27T13:04:28.562Z" }, + { url = "https://files.pythonhosted.org/packages/95/f0/c392c4ac8ccb7a34b28377c21faa2395313e3c676d76c382642e19a20703/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:ad59362fc267bf15498a318c9e076686e4beeb0dfe09b457fabbc2b32468b97a", size = 58103, upload-time = "2025-07-27T13:04:29.996Z" }, + { url = "https://files.pythonhosted.org/packages/32/30/00ab21316e7df8f526aa3e3dc06f74de6711d51c65b020575d0105a025b2/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:01593bd064e7dcd6c86d04e94e44acfe364049500c20ac68ca1e708fbb2ca970", size = 60779, upload-time = "2025-07-27T13:04:31.549Z" }, + { url = "https://files.pythonhosted.org/packages/a6/65/114ca81839b1805ce4a2b7d58bc16e95634734a2059991f6382fc71caf3e/pybase64-1.4.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5b81547ad8ea271c79fdf10da89a1e9313cb15edcba2a17adf8871735e9c02a0", size = 74684, upload-time = "2025-07-27T13:04:32.976Z" }, + { url = "https://files.pythonhosted.org/packages/54/8f/aa9d445b9bb693b8f6bb1456bd6d8576d79b7a63bf6c69af3a539235b15f/pybase64-1.4.2-cp313-cp313t-win32.whl", hash = "sha256:7edbe70b5654545a37e6e6b02de738303b1bbdfcde67f6cfec374cfb5cc4099e", size = 33961, upload-time = "2025-07-27T13:04:34.806Z" }, + { url = "https://files.pythonhosted.org/packages/0e/e5/da37cfb173c646fd4fc7c6aae2bc41d40de2ee49529854af8f4e6f498b45/pybase64-1.4.2-cp313-cp313t-win_amd64.whl", hash = "sha256:385690addf87c25d6366fab5d8ff512eed8a7ecb18da9e8152af1c789162f208", size = 36199, upload-time = "2025-07-27T13:04:36.223Z" }, + { url = "https://files.pythonhosted.org/packages/66/3e/1eb68fb7d00f2cec8bd9838e2a30d183d6724ae06e745fd6e65216f170ff/pybase64-1.4.2-cp313-cp313t-win_arm64.whl", hash = "sha256:c2070d0aa88580f57fe15ca88b09f162e604d19282915a95a3795b5d3c1c05b5", size = 31221, upload-time = "2025-07-27T13:04:37.704Z" }, + { url = "https://files.pythonhosted.org/packages/99/bf/00a87d951473ce96c8c08af22b6983e681bfabdb78dd2dcf7ee58eac0932/pybase64-1.4.2-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:4157ad277a32cf4f02a975dffc62a3c67d73dfa4609b2c1978ef47e722b18b8e", size = 30924, upload-time = "2025-07-27T13:04:39.189Z" }, + { url = "https://files.pythonhosted.org/packages/ae/43/dee58c9d60e60e6fb32dc6da722d84592e22f13c277297eb4ce6baf99a99/pybase64-1.4.2-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:e113267dc349cf624eb4f4fbf53fd77835e1aa048ac6877399af426aab435757", size = 31390, upload-time = "2025-07-27T13:04:40.995Z" }, + { url = "https://files.pythonhosted.org/packages/e1/11/b28906fc2e330b8b1ab4bc845a7bef808b8506734e90ed79c6062b095112/pybase64-1.4.2-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:cea5aaf218fd9c5c23afacfe86fd4464dfedc1a0316dd3b5b4075b068cc67df0", size = 38212, upload-time = "2025-07-27T13:04:42.729Z" }, + { url = "https://files.pythonhosted.org/packages/24/9e/868d1e104413d14b19feaf934fc7fad4ef5b18946385f8bb79684af40f24/pybase64-1.4.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:41213497abbd770435c7a9c8123fb02b93709ac4cf60155cd5aefc5f3042b600", size = 38303, upload-time = "2025-07-27T13:04:44.095Z" }, + { url = "https://files.pythonhosted.org/packages/a3/73/f7eac96ca505df0600280d6bfc671a9e2e2f947c2b04b12a70e36412f7eb/pybase64-1.4.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c8b522df7ee00f2ac1993ccd5e1f6608ae7482de3907668c2ff96a83ef213925", size = 31669, upload-time = "2025-07-27T13:04:45.845Z" }, + { url = "https://files.pythonhosted.org/packages/c6/43/8e18bea4fd455100112d6a73a83702843f067ef9b9272485b6bdfd9ed2f0/pybase64-1.4.2-cp314-cp314-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:06725022e540c5b098b978a0418ca979773e2cbdbb76f10bd97536f2ad1c5b49", size = 68452, upload-time = "2025-07-27T13:04:47.788Z" }, + { url = "https://files.pythonhosted.org/packages/e4/2e/851eb51284b97354ee5dfa1309624ab90920696e91a33cd85b13d20cc5c1/pybase64-1.4.2-cp314-cp314-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:a3e54dcf0d0305ec88473c9d0009f698cabf86f88a8a10090efeff2879c421bb", size = 71674, upload-time = "2025-07-27T13:04:49.294Z" }, + { url = "https://files.pythonhosted.org/packages/57/0d/5cf1e5dc64aec8db43e8dee4e4046856d639a72bcb0fb3e716be42ced5f1/pybase64-1.4.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:67675cee727a60dc91173d2790206f01aa3c7b3fbccfa84fd5c1e3d883fe6caa", size = 60027, upload-time = "2025-07-27T13:04:50.769Z" }, + { url = "https://files.pythonhosted.org/packages/a4/8e/3479266bc0e65f6cc48b3938d4a83bff045330649869d950a378f2ddece0/pybase64-1.4.2-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:753da25d4fd20be7bda2746f545935773beea12d5cb5ec56ec2d2960796477b1", size = 56461, upload-time = "2025-07-27T13:04:52.37Z" }, + { url = "https://files.pythonhosted.org/packages/20/b6/f2b6cf59106dd78bae8717302be5b814cec33293504ad409a2eb752ad60c/pybase64-1.4.2-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:a78c768ce4ca550885246d14babdb8923e0f4a848dfaaeb63c38fc99e7ea4052", size = 59446, upload-time = "2025-07-27T13:04:53.967Z" }, + { url = "https://files.pythonhosted.org/packages/16/70/3417797dfccdfdd0a54e4ad17c15b0624f0fc2d6a362210f229f5c4e8fd0/pybase64-1.4.2-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:51b17f36d890c92f0618fb1c8db2ccc25e6ed07afa505bab616396fc9b0b0492", size = 60350, upload-time = "2025-07-27T13:04:55.881Z" }, + { url = "https://files.pythonhosted.org/packages/a0/c6/6e4269dd98d150ae95d321b311a345eae0f7fd459d97901b4a586d7513bb/pybase64-1.4.2-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:f92218d667049ab4f65d54fa043a88ffdb2f07fff1f868789ef705a5221de7ec", size = 54989, upload-time = "2025-07-27T13:04:57.436Z" }, + { url = "https://files.pythonhosted.org/packages/f9/e8/18c1b0c255f964fafd0412b0d5a163aad588aeccb8f84b9bf9c8611d80f6/pybase64-1.4.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:3547b3d1499919a06491b3f879a19fbe206af2bd1a424ecbb4e601eb2bd11fea", size = 58724, upload-time = "2025-07-27T13:04:59.406Z" }, + { url = "https://files.pythonhosted.org/packages/b1/ad/ddfbd2125fc20b94865fb232b2e9105376fa16eee492e4b7786d42a86cbf/pybase64-1.4.2-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:958af7b0e09ddeb13e8c2330767c47b556b1ade19c35370f6451d139cde9f2a9", size = 52285, upload-time = "2025-07-27T13:05:01.198Z" }, + { url = "https://files.pythonhosted.org/packages/b6/4c/b9d4ec9224add33c84b925a03d1a53cd4106efb449ea8e0ae7795fed7bf7/pybase64-1.4.2-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:4facc57f6671e2229a385a97a618273e7be36a9ea0a9d1c1b9347f14d19ceba8", size = 69036, upload-time = "2025-07-27T13:05:03.109Z" }, + { url = "https://files.pythonhosted.org/packages/92/38/7b96794da77bed3d9b4fea40f14ae563648fba83a696e7602fabe60c0eb7/pybase64-1.4.2-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:a32fc57d05d73a7c9b0ca95e9e265e21cf734195dc6873829a890058c35f5cfd", size = 57938, upload-time = "2025-07-27T13:05:04.744Z" }, + { url = "https://files.pythonhosted.org/packages/eb/c5/ae8bbce3c322d1b074e79f51f5df95961fe90cb8748df66c6bc97616e974/pybase64-1.4.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:3dc853243c81ce89cc7318e6946f860df28ddb7cd2a0648b981652d9ad09ee5a", size = 54474, upload-time = "2025-07-27T13:05:06.662Z" }, + { url = "https://files.pythonhosted.org/packages/15/9a/c09887c4bb1b43c03fc352e2671ef20c6686c6942a99106a45270ee5b840/pybase64-1.4.2-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:0e6d863a86b3e7bc6ac9bd659bebda4501b9da842521111b0b0e54eb51295df5", size = 56533, upload-time = "2025-07-27T13:05:08.368Z" }, + { url = "https://files.pythonhosted.org/packages/4f/0f/d5114d63d35d085639606a880cb06e2322841cd4b213adfc14d545c1186f/pybase64-1.4.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6579475140ff2067903725d8aca47f5747bcb211597a1edd60b58f6d90ada2bd", size = 71030, upload-time = "2025-07-27T13:05:10.3Z" }, + { url = "https://files.pythonhosted.org/packages/40/0e/fe6f1ed22ea52eb99f490a8441815ba21de288f4351aeef4968d71d20d2d/pybase64-1.4.2-cp314-cp314-win32.whl", hash = "sha256:373897f728d7b4f241a1f803ac732c27b6945d26d86b2741ad9b75c802e4e378", size = 34174, upload-time = "2025-07-27T13:05:12.254Z" }, + { url = "https://files.pythonhosted.org/packages/71/46/0e15bea52ffc63e8ae7935e945accbaf635e0aefa26d3e31fdf9bc9dcd01/pybase64-1.4.2-cp314-cp314-win_amd64.whl", hash = "sha256:1afe3361344617d298c1d08bc657ef56d0f702d6b72cb65d968b2771017935aa", size = 36308, upload-time = "2025-07-27T13:05:13.898Z" }, + { url = "https://files.pythonhosted.org/packages/4f/dc/55849fee2577bda77c1e078da04cc9237e8e474a8c8308deb702a26f2511/pybase64-1.4.2-cp314-cp314-win_arm64.whl", hash = "sha256:f131c9360babe522f3d90f34da3f827cba80318125cf18d66f2ee27e3730e8c4", size = 31341, upload-time = "2025-07-27T13:05:15.553Z" }, + { url = "https://files.pythonhosted.org/packages/39/44/c69d088e28b25e70ac742b6789cde038473815b2a69345c4bae82d5e244d/pybase64-1.4.2-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2583ac304131c1bd6e3120b0179333610f18816000db77c0a2dd6da1364722a8", size = 38678, upload-time = "2025-07-27T13:05:17.544Z" }, + { url = "https://files.pythonhosted.org/packages/00/93/2860ec067497b9cbb06242f96d44caebbd9eed32174e4eb8c1ffef760f94/pybase64-1.4.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:75a8116be4ea4cdd30a5c4f1a6f3b038e0d457eb03c8a2685d8ce2aa00ef8f92", size = 32066, upload-time = "2025-07-27T13:05:19.18Z" }, + { url = "https://files.pythonhosted.org/packages/d3/55/1e96249a38759332e8a01b31c370d88c60ceaf44692eb6ba4f0f451ee496/pybase64-1.4.2-cp314-cp314t-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:217ea776a098d7c08668e5526b9764f5048bbfd28cac86834217ddfe76a4e3c4", size = 72465, upload-time = "2025-07-27T13:05:20.866Z" }, + { url = "https://files.pythonhosted.org/packages/6d/ab/0f468605b899f3e35dbb7423fba3ff98aeed1ec16abb02428468494a58f4/pybase64-1.4.2-cp314-cp314t-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:4ec14683e343c95b14248cdfdfa78c052582be7a3865fd570aa7cffa5ab5cf37", size = 75693, upload-time = "2025-07-27T13:05:22.896Z" }, + { url = "https://files.pythonhosted.org/packages/91/d1/9980a0159b699e2489baba05b71b7c953b29249118ba06fdbb3e9ea1b9b5/pybase64-1.4.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:480ecf21e1e956c5a10d3cf7b3b7e75bce3f9328cf08c101e4aab1925d879f34", size = 65577, upload-time = "2025-07-27T13:05:25Z" }, + { url = "https://files.pythonhosted.org/packages/16/86/b27e7b95f9863d245c0179a7245582eda3d262669d8f822777364d8fd7d5/pybase64-1.4.2-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:1fe1ebdc55e9447142e2f6658944aadfb5a4fbf03dbd509be34182585515ecc1", size = 60662, upload-time = "2025-07-27T13:05:27.138Z" }, + { url = "https://files.pythonhosted.org/packages/28/87/a7f0dde0abc26bfbee761f1d3558eb4b139f33ddd9fe1f6825ffa7daa22d/pybase64-1.4.2-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:c793a2b06753accdaf5e1a8bbe5d800aab2406919e5008174f989a1ca0081411", size = 64179, upload-time = "2025-07-27T13:05:28.996Z" }, + { url = "https://files.pythonhosted.org/packages/1e/88/5d6fa1c60e1363b4cac4c396978f39e9df4689e75225d7d9c0a5998e3a14/pybase64-1.4.2-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:6acae6e1d1f7ebe40165f08076c7a73692b2bf9046fefe673f350536e007f556", size = 64968, upload-time = "2025-07-27T13:05:30.818Z" }, + { url = "https://files.pythonhosted.org/packages/20/6e/2ed585af5b2211040445d9849326dd2445320c9316268794f5453cfbaf30/pybase64-1.4.2-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:88b91cd0949358aadcea75f8de5afbcf3c8c5fb9ec82325bd24285b7119cf56e", size = 58738, upload-time = "2025-07-27T13:05:32.629Z" }, + { url = "https://files.pythonhosted.org/packages/ce/94/e2960b56322eabb3fbf303fc5a72e6444594c1b90035f3975c6fe666db5c/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:53316587e1b1f47a11a5ff068d3cbd4a3911c291f2aec14882734973684871b2", size = 63802, upload-time = "2025-07-27T13:05:34.687Z" }, + { url = "https://files.pythonhosted.org/packages/95/47/312139d764c223f534f751528ce3802887c279125eac64f71cd3b4e05abc/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:caa7f20f43d00602cf9043b5ba758d54f5c41707d3709b2a5fac17361579c53c", size = 56341, upload-time = "2025-07-27T13:05:36.554Z" }, + { url = "https://files.pythonhosted.org/packages/3f/d7/aec9a6ed53b128dac32f8768b646ca5730c88eef80934054d7fa7d02f3ef/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:2d93817e24fdd79c534ed97705df855af6f1d2535ceb8dfa80da9de75482a8d7", size = 72838, upload-time = "2025-07-27T13:05:38.459Z" }, + { url = "https://files.pythonhosted.org/packages/e3/a8/6ccc54c5f1f7c3450ad7c56da10c0f131d85ebe069ea6952b5b42f2e92d9/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:63cd769b51474d8d08f7f2ce73b30380d9b4078ec92ea6b348ea20ed1e1af88a", size = 62633, upload-time = "2025-07-27T13:05:40.624Z" }, + { url = "https://files.pythonhosted.org/packages/34/22/2b9d89f8ff6f2a01d6d6a88664b20a4817049cfc3f2c62caca040706660c/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:cd07e6a9993c392ec8eb03912a43c6a6b21b2deb79ee0d606700fe276e9a576f", size = 58282, upload-time = "2025-07-27T13:05:42.565Z" }, + { url = "https://files.pythonhosted.org/packages/b2/14/dbf6266177532a6a11804ac080ebffcee272f491b92820c39886ee20f201/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:6a8944e8194adff4668350504bc6b7dbde2dab9244c88d99c491657d145b5af5", size = 60948, upload-time = "2025-07-27T13:05:44.48Z" }, + { url = "https://files.pythonhosted.org/packages/fd/7a/b2ae9046a66dd5746cd72836a41386517b1680bea5ce02f2b4f1c9ebc688/pybase64-1.4.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:04ab398ec4b6a212af57f6a21a6336d5a1d754ff4ccb215951366ab9080481b2", size = 74854, upload-time = "2025-07-27T13:05:46.416Z" }, + { url = "https://files.pythonhosted.org/packages/ef/7e/9856f6d6c38a7b730e001123d2d9fa816b8b1a45f0cdee1d509d5947b047/pybase64-1.4.2-cp314-cp314t-win32.whl", hash = "sha256:3b9201ecdcb1c3e23be4caebd6393a4e6615bd0722528f5413b58e22e3792dd3", size = 34490, upload-time = "2025-07-27T13:05:48.304Z" }, + { url = "https://files.pythonhosted.org/packages/c7/38/8523a9dc1ec8704dedbe5ccc95192ae9a7585f7eec85cc62946fe3cacd32/pybase64-1.4.2-cp314-cp314t-win_amd64.whl", hash = "sha256:36e9b0cad8197136d73904ef5a71d843381d063fd528c5ab203fc4990264f682", size = 36680, upload-time = "2025-07-27T13:05:50.264Z" }, + { url = "https://files.pythonhosted.org/packages/3c/52/5600104ef7b85f89fb8ec54f73504ead3f6f0294027e08d281f3cafb5c1a/pybase64-1.4.2-cp314-cp314t-win_arm64.whl", hash = "sha256:f25140496b02db0e7401567cd869fb13b4c8118bf5c2428592ec339987146d8b", size = 31600, upload-time = "2025-07-27T13:05:52.24Z" }, +] + +[[package]] +name = "pycodestyle" +version = "2.12.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/43/aa/210b2c9aedd8c1cbeea31a50e42050ad56187754b34eb214c46709445801/pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521", size = 39232, upload-time = "2024-08-04T20:26:54.576Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3a/d8/a211b3f85e99a0daa2ddec96c949cac6824bd305b040571b82a03dd62636/pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3", size = 31284, upload-time = "2024-08-04T20:26:53.173Z" }, ] [[package]] @@ -1174,6 +1405,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/6f/9a/e73262f6c6656262b5fdd723ad90f518f579b7bc8622e43a942eec53c938/pydantic_core-2.33.2-cp313-cp313t-win_amd64.whl", hash = "sha256:c2fc0a768ef76c15ab9238afa6da7f69895bb5d1ee83aeea2e3509af4472d0b9", size = 1935777, upload-time = "2025-04-23T18:32:25.088Z" }, ] +[[package]] +name = "pyflakes" +version = "3.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/57/f9/669d8c9c86613c9d568757c7f5824bd3197d7b1c6c27553bc5618a27cce2/pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f", size = 63788, upload-time = "2024-01-05T00:28:47.703Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d4/d7/f1b7db88d8e4417c5d47adad627a93547f44bdc9028372dbd2313f34a855/pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a", size = 62725, upload-time = "2024-01-05T00:28:45.903Z" }, +] + [[package]] name = "pygments" version = "2.19.2" @@ -1207,6 +1447,34 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/5a/dc/491b7661614ab97483abf2056be1deee4dc2490ecbf7bff9ab5cdbac86e1/pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6", size = 83178, upload-time = "2024-09-19T02:40:08.598Z" }, ] +[[package]] +name = "pytest" +version = "8.4.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "iniconfig" }, + { name = "packaging" }, + { name = "pluggy" }, + { name = "pygments" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/08/ba/45911d754e8eba3d5a841a5ce61a65a685ff1798421ac054f85aa8747dfb/pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c", size = 1517714, upload-time = "2025-06-18T05:48:06.109Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/29/16/c8a903f4c4dffe7a12843191437d7cd8e32751d5de349d45d3fe69544e87/pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7", size = 365474, upload-time = "2025-06-18T05:48:03.955Z" }, +] + +[[package]] +name = "pytest-asyncio" +version = "1.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/4e/51/f8794af39eeb870e87a8c8068642fc07bce0c854d6865d7dd0f2a9d338c2/pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea", size = 46652, upload-time = "2025-07-16T04:29:26.393Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c7/9d/bf86eddabf8c6c9cb1ea9a869d6873b46f105a5d292d3a6f7071f5b07935/pytest_asyncio-1.1.0-py3-none-any.whl", hash = "sha256:5fe2d69607b0bd75c656d1211f969cadba035030156745ee09e7d71740e58ecf", size = 15157, upload-time = "2025-07-16T04:29:24.929Z" }, +] + [[package]] name = "python-dateutil" version = "2.9.0.post0" @@ -1269,25 +1537,38 @@ wheels = [ [[package]] name = "regex" -version = "2024.11.6" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/8e/5f/bd69653fbfb76cf8604468d3b4ec4c403197144c7bfe0e6a5fc9e02a07cb/regex-2024.11.6.tar.gz", hash = "sha256:7ab159b063c52a0333c884e4679f8d7a85112ee3078fe3d9004b2dd875585519", size = 399494, upload-time = "2024-11-06T20:12:31.635Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/90/73/bcb0e36614601016552fa9344544a3a2ae1809dc1401b100eab02e772e1f/regex-2024.11.6-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a6ba92c0bcdf96cbf43a12c717eae4bc98325ca3730f6b130ffa2e3c3c723d84", size = 483525, upload-time = "2024-11-06T20:10:45.19Z" }, - { url = "https://files.pythonhosted.org/packages/0f/3f/f1a082a46b31e25291d830b369b6b0c5576a6f7fb89d3053a354c24b8a83/regex-2024.11.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:525eab0b789891ac3be914d36893bdf972d483fe66551f79d3e27146191a37d4", size = 288324, upload-time = "2024-11-06T20:10:47.177Z" }, - { url = "https://files.pythonhosted.org/packages/09/c9/4e68181a4a652fb3ef5099e077faf4fd2a694ea6e0f806a7737aff9e758a/regex-2024.11.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:086a27a0b4ca227941700e0b31425e7a28ef1ae8e5e05a33826e17e47fbfdba0", size = 284617, upload-time = "2024-11-06T20:10:49.312Z" }, - { url = "https://files.pythonhosted.org/packages/fc/fd/37868b75eaf63843165f1d2122ca6cb94bfc0271e4428cf58c0616786dce/regex-2024.11.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bde01f35767c4a7899b7eb6e823b125a64de314a8ee9791367c9a34d56af18d0", size = 795023, upload-time = "2024-11-06T20:10:51.102Z" }, - { url = "https://files.pythonhosted.org/packages/c4/7c/d4cd9c528502a3dedb5c13c146e7a7a539a3853dc20209c8e75d9ba9d1b2/regex-2024.11.6-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b583904576650166b3d920d2bcce13971f6f9e9a396c673187f49811b2769dc7", size = 833072, upload-time = "2024-11-06T20:10:52.926Z" }, - { url = "https://files.pythonhosted.org/packages/4f/db/46f563a08f969159c5a0f0e722260568425363bea43bb7ae370becb66a67/regex-2024.11.6-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1c4de13f06a0d54fa0d5ab1b7138bfa0d883220965a29616e3ea61b35d5f5fc7", size = 823130, upload-time = "2024-11-06T20:10:54.828Z" }, - { url = "https://files.pythonhosted.org/packages/db/60/1eeca2074f5b87df394fccaa432ae3fc06c9c9bfa97c5051aed70e6e00c2/regex-2024.11.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cde6e9f2580eb1665965ce9bf17ff4952f34f5b126beb509fee8f4e994f143c", size = 796857, upload-time = "2024-11-06T20:10:56.634Z" }, - { url = "https://files.pythonhosted.org/packages/10/db/ac718a08fcee981554d2f7bb8402f1faa7e868c1345c16ab1ebec54b0d7b/regex-2024.11.6-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0d7f453dca13f40a02b79636a339c5b62b670141e63efd511d3f8f73fba162b3", size = 784006, upload-time = "2024-11-06T20:10:59.369Z" }, - { url = "https://files.pythonhosted.org/packages/c2/41/7da3fe70216cea93144bf12da2b87367590bcf07db97604edeea55dac9ad/regex-2024.11.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:59dfe1ed21aea057a65c6b586afd2a945de04fc7db3de0a6e3ed5397ad491b07", size = 781650, upload-time = "2024-11-06T20:11:02.042Z" }, - { url = "https://files.pythonhosted.org/packages/a7/d5/880921ee4eec393a4752e6ab9f0fe28009435417c3102fc413f3fe81c4e5/regex-2024.11.6-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b97c1e0bd37c5cd7902e65f410779d39eeda155800b65fc4d04cc432efa9bc6e", size = 789545, upload-time = "2024-11-06T20:11:03.933Z" }, - { url = "https://files.pythonhosted.org/packages/dc/96/53770115e507081122beca8899ab7f5ae28ae790bfcc82b5e38976df6a77/regex-2024.11.6-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f9d1e379028e0fc2ae3654bac3cbbef81bf3fd571272a42d56c24007979bafb6", size = 853045, upload-time = "2024-11-06T20:11:06.497Z" }, - { url = "https://files.pythonhosted.org/packages/31/d3/1372add5251cc2d44b451bd94f43b2ec78e15a6e82bff6a290ef9fd8f00a/regex-2024.11.6-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:13291b39131e2d002a7940fb176e120bec5145f3aeb7621be6534e46251912c4", size = 860182, upload-time = "2024-11-06T20:11:09.06Z" }, - { url = "https://files.pythonhosted.org/packages/ed/e3/c446a64984ea9f69982ba1a69d4658d5014bc7a0ea468a07e1a1265db6e2/regex-2024.11.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4f51f88c126370dcec4908576c5a627220da6c09d0bff31cfa89f2523843316d", size = 787733, upload-time = "2024-11-06T20:11:11.256Z" }, - { url = "https://files.pythonhosted.org/packages/2b/f1/e40c8373e3480e4f29f2692bd21b3e05f296d3afebc7e5dcf21b9756ca1c/regex-2024.11.6-cp313-cp313-win32.whl", hash = "sha256:63b13cfd72e9601125027202cad74995ab26921d8cd935c25f09c630436348ff", size = 262122, upload-time = "2024-11-06T20:11:13.161Z" }, - { url = "https://files.pythonhosted.org/packages/45/94/bc295babb3062a731f52621cdc992d123111282e291abaf23faa413443ea/regex-2024.11.6-cp313-cp313-win_amd64.whl", hash = "sha256:2b3361af3198667e99927da8b84c1b010752fa4b1115ee30beaa332cabc3ef1a", size = 273545, upload-time = "2024-11-06T20:11:15Z" }, +version = "2025.7.34" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/0b/de/e13fa6dc61d78b30ba47481f99933a3b49a57779d625c392d8036770a60d/regex-2025.7.34.tar.gz", hash = "sha256:9ead9765217afd04a86822dfcd4ed2747dfe426e887da413b15ff0ac2457e21a", size = 400714, upload-time = "2025-07-31T00:21:16.262Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/15/16/b709b2119975035169a25aa8e4940ca177b1a2e25e14f8d996d09130368e/regex-2025.7.34-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:c3c9740a77aeef3f5e3aaab92403946a8d34437db930a0280e7e81ddcada61f5", size = 485334, upload-time = "2025-07-31T00:19:56.58Z" }, + { url = "https://files.pythonhosted.org/packages/94/a6/c09136046be0595f0331bc58a0e5f89c2d324cf734e0b0ec53cf4b12a636/regex-2025.7.34-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:69ed3bc611540f2ea70a4080f853741ec698be556b1df404599f8724690edbcd", size = 289942, upload-time = "2025-07-31T00:19:57.943Z" }, + { url = "https://files.pythonhosted.org/packages/36/91/08fc0fd0f40bdfb0e0df4134ee37cfb16e66a1044ac56d36911fd01c69d2/regex-2025.7.34-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d03c6f9dcd562c56527c42b8530aad93193e0b3254a588be1f2ed378cdfdea1b", size = 285991, upload-time = "2025-07-31T00:19:59.837Z" }, + { url = "https://files.pythonhosted.org/packages/be/2f/99dc8f6f756606f0c214d14c7b6c17270b6bbe26d5c1f05cde9dbb1c551f/regex-2025.7.34-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6164b1d99dee1dfad33f301f174d8139d4368a9fb50bf0a3603b2eaf579963ad", size = 797415, upload-time = "2025-07-31T00:20:01.668Z" }, + { url = "https://files.pythonhosted.org/packages/62/cf/2fcdca1110495458ba4e95c52ce73b361cf1cafd8a53b5c31542cde9a15b/regex-2025.7.34-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1e4f4f62599b8142362f164ce776f19d79bdd21273e86920a7b604a4275b4f59", size = 862487, upload-time = "2025-07-31T00:20:03.142Z" }, + { url = "https://files.pythonhosted.org/packages/90/38/899105dd27fed394e3fae45607c1983e138273ec167e47882fc401f112b9/regex-2025.7.34-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:72a26dcc6a59c057b292f39d41465d8233a10fd69121fa24f8f43ec6294e5415", size = 910717, upload-time = "2025-07-31T00:20:04.727Z" }, + { url = "https://files.pythonhosted.org/packages/ee/f6/4716198dbd0bcc9c45625ac4c81a435d1c4d8ad662e8576dac06bab35b17/regex-2025.7.34-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d5273fddf7a3e602695c92716c420c377599ed3c853ea669c1fe26218867002f", size = 801943, upload-time = "2025-07-31T00:20:07.1Z" }, + { url = "https://files.pythonhosted.org/packages/40/5d/cff8896d27e4e3dd11dd72ac78797c7987eb50fe4debc2c0f2f1682eb06d/regex-2025.7.34-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c1844be23cd40135b3a5a4dd298e1e0c0cb36757364dd6cdc6025770363e06c1", size = 786664, upload-time = "2025-07-31T00:20:08.818Z" }, + { url = "https://files.pythonhosted.org/packages/10/29/758bf83cf7b4c34f07ac3423ea03cee3eb3176941641e4ccc05620f6c0b8/regex-2025.7.34-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:dde35e2afbbe2272f8abee3b9fe6772d9b5a07d82607b5788e8508974059925c", size = 856457, upload-time = "2025-07-31T00:20:10.328Z" }, + { url = "https://files.pythonhosted.org/packages/d7/30/c19d212b619963c5b460bfed0ea69a092c6a43cba52a973d46c27b3e2975/regex-2025.7.34-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:f3f6e8e7af516a7549412ce57613e859c3be27d55341a894aacaa11703a4c31a", size = 849008, upload-time = "2025-07-31T00:20:11.823Z" }, + { url = "https://files.pythonhosted.org/packages/9e/b8/3c35da3b12c87e3cc00010ef6c3a4ae787cff0bc381aa3d251def219969a/regex-2025.7.34-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:469142fb94a869beb25b5f18ea87646d21def10fbacb0bcb749224f3509476f0", size = 788101, upload-time = "2025-07-31T00:20:13.729Z" }, + { url = "https://files.pythonhosted.org/packages/47/80/2f46677c0b3c2b723b2c358d19f9346e714113865da0f5f736ca1a883bde/regex-2025.7.34-cp313-cp313-win32.whl", hash = "sha256:da7507d083ee33ccea1310447410c27ca11fb9ef18c95899ca57ff60a7e4d8f1", size = 264401, upload-time = "2025-07-31T00:20:15.233Z" }, + { url = "https://files.pythonhosted.org/packages/be/fa/917d64dd074682606a003cba33585c28138c77d848ef72fc77cbb1183849/regex-2025.7.34-cp313-cp313-win_amd64.whl", hash = "sha256:9d644de5520441e5f7e2db63aec2748948cc39ed4d7a87fd5db578ea4043d997", size = 275368, upload-time = "2025-07-31T00:20:16.711Z" }, + { url = "https://files.pythonhosted.org/packages/65/cd/f94383666704170a2154a5df7b16be28f0c27a266bffcd843e58bc84120f/regex-2025.7.34-cp313-cp313-win_arm64.whl", hash = "sha256:7bf1c5503a9f2cbd2f52d7e260acb3131b07b6273c470abb78568174fe6bde3f", size = 268482, upload-time = "2025-07-31T00:20:18.189Z" }, + { url = "https://files.pythonhosted.org/packages/ac/23/6376f3a23cf2f3c00514b1cdd8c990afb4dfbac3cb4a68b633c6b7e2e307/regex-2025.7.34-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:8283afe7042d8270cecf27cca558873168e771183d4d593e3c5fe5f12402212a", size = 485385, upload-time = "2025-07-31T00:20:19.692Z" }, + { url = "https://files.pythonhosted.org/packages/73/5b/6d4d3a0b4d312adbfd6d5694c8dddcf1396708976dd87e4d00af439d962b/regex-2025.7.34-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:6c053f9647e3421dd2f5dff8172eb7b4eec129df9d1d2f7133a4386319b47435", size = 289788, upload-time = "2025-07-31T00:20:21.941Z" }, + { url = "https://files.pythonhosted.org/packages/92/71/5862ac9913746e5054d01cb9fb8125b3d0802c0706ef547cae1e7f4428fa/regex-2025.7.34-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a16dd56bbcb7d10e62861c3cd000290ddff28ea142ffb5eb3470f183628011ac", size = 286136, upload-time = "2025-07-31T00:20:26.146Z" }, + { url = "https://files.pythonhosted.org/packages/27/df/5b505dc447eb71278eba10d5ec940769ca89c1af70f0468bfbcb98035dc2/regex-2025.7.34-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:69c593ff5a24c0d5c1112b0df9b09eae42b33c014bdca7022d6523b210b69f72", size = 797753, upload-time = "2025-07-31T00:20:27.919Z" }, + { url = "https://files.pythonhosted.org/packages/86/38/3e3dc953d13998fa047e9a2414b556201dbd7147034fbac129392363253b/regex-2025.7.34-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:98d0ce170fcde1a03b5df19c5650db22ab58af375aaa6ff07978a85c9f250f0e", size = 863263, upload-time = "2025-07-31T00:20:29.803Z" }, + { url = "https://files.pythonhosted.org/packages/68/e5/3ff66b29dde12f5b874dda2d9dec7245c2051f2528d8c2a797901497f140/regex-2025.7.34-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d72765a4bff8c43711d5b0f5b452991a9947853dfa471972169b3cc0ba1d0751", size = 910103, upload-time = "2025-07-31T00:20:31.313Z" }, + { url = "https://files.pythonhosted.org/packages/9e/fe/14176f2182125977fba3711adea73f472a11f3f9288c1317c59cd16ad5e6/regex-2025.7.34-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4494f8fd95a77eb434039ad8460e64d57baa0434f1395b7da44015bef650d0e4", size = 801709, upload-time = "2025-07-31T00:20:33.323Z" }, + { url = "https://files.pythonhosted.org/packages/5a/0d/80d4e66ed24f1ba876a9e8e31b709f9fd22d5c266bf5f3ab3c1afe683d7d/regex-2025.7.34-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4f42b522259c66e918a0121a12429b2abcf696c6f967fa37bdc7b72e61469f98", size = 786726, upload-time = "2025-07-31T00:20:35.252Z" }, + { url = "https://files.pythonhosted.org/packages/12/75/c3ebb30e04a56c046f5c85179dc173818551037daae2c0c940c7b19152cb/regex-2025.7.34-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:aaef1f056d96a0a5d53ad47d019d5b4c66fe4be2da87016e0d43b7242599ffc7", size = 857306, upload-time = "2025-07-31T00:20:37.12Z" }, + { url = "https://files.pythonhosted.org/packages/b1/b2/a4dc5d8b14f90924f27f0ac4c4c4f5e195b723be98adecc884f6716614b6/regex-2025.7.34-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:656433e5b7dccc9bc0da6312da8eb897b81f5e560321ec413500e5367fcd5d47", size = 848494, upload-time = "2025-07-31T00:20:38.818Z" }, + { url = "https://files.pythonhosted.org/packages/0d/21/9ac6e07a4c5e8646a90b56b61f7e9dac11ae0747c857f91d3d2bc7c241d9/regex-2025.7.34-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e91eb2c62c39705e17b4d42d4b86c4e86c884c0d15d9c5a47d0835f8387add8e", size = 787850, upload-time = "2025-07-31T00:20:40.478Z" }, + { url = "https://files.pythonhosted.org/packages/be/6c/d51204e28e7bc54f9a03bb799b04730d7e54ff2718862b8d4e09e7110a6a/regex-2025.7.34-cp314-cp314-win32.whl", hash = "sha256:f978ddfb6216028c8f1d6b0f7ef779949498b64117fc35a939022f67f810bdcb", size = 269730, upload-time = "2025-07-31T00:20:42.253Z" }, + { url = "https://files.pythonhosted.org/packages/74/52/a7e92d02fa1fdef59d113098cb9f02c5d03289a0e9f9e5d4d6acccd10677/regex-2025.7.34-cp314-cp314-win_amd64.whl", hash = "sha256:4b7dc33b9b48fb37ead12ffc7bdb846ac72f99a80373c4da48f64b373a7abeae", size = 278640, upload-time = "2025-07-31T00:20:44.42Z" }, + { url = "https://files.pythonhosted.org/packages/d1/78/a815529b559b1771080faa90c3ab401730661f99d495ab0071649f139ebd/regex-2025.7.34-cp314-cp314-win_arm64.whl", hash = "sha256:4b8c4d39f451e64809912c82392933d80fe2e4a87eeef8859fcc5380d0173c64", size = 271757, upload-time = "2025-07-31T00:20:46.355Z" }, ] [[package]] @@ -1320,77 +1601,81 @@ wheels = [ [[package]] name = "rich" -version = "14.0.0" +version = "14.1.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "markdown-it-py" }, { name = "pygments" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a1/53/830aa4c3066a8ab0ae9a9955976fb770fe9c6102117c8ec4ab3ea62d89e8/rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725", size = 224078, upload-time = "2025-03-30T14:15:14.23Z" } +sdist = { url = "https://files.pythonhosted.org/packages/fe/75/af448d8e52bf1d8fa6a9d089ca6c07ff4453d86c65c145d0a300bb073b9b/rich-14.1.0.tar.gz", hash = "sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8", size = 224441, upload-time = "2025-07-25T07:32:58.125Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/0d/9b/63f4c7ebc259242c89b3acafdb37b41d1185c07ff0011164674e9076b491/rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0", size = 243229, upload-time = "2025-03-30T14:15:12.283Z" }, + { url = "https://files.pythonhosted.org/packages/e3/30/3c4d035596d3cf444529e0b2953ad0466f6049528a879d27534700580395/rich-14.1.0-py3-none-any.whl", hash = "sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f", size = 243368, upload-time = "2025-07-25T07:32:56.73Z" }, ] [[package]] name = "rpds-py" -version = "0.26.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a5/aa/4456d84bbb54adc6a916fb10c9b374f78ac840337644e4a5eda229c81275/rpds_py-0.26.0.tar.gz", hash = "sha256:20dae58a859b0906f0685642e591056f1e787f3a8b39c8e8749a45dc7d26bdb0", size = 27385, upload-time = "2025-07-01T15:57:13.958Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/6a/67/bb62d0109493b12b1c6ab00de7a5566aa84c0e44217c2d94bee1bd370da9/rpds_py-0.26.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:696764a5be111b036256c0b18cd29783fab22154690fc698062fc1b0084b511d", size = 363917, upload-time = "2025-07-01T15:54:34.755Z" }, - { url = "https://files.pythonhosted.org/packages/4b/f3/34e6ae1925a5706c0f002a8d2d7f172373b855768149796af87bd65dcdb9/rpds_py-0.26.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1e6c15d2080a63aaed876e228efe4f814bc7889c63b1e112ad46fdc8b368b9e1", size = 350073, upload-time = "2025-07-01T15:54:36.292Z" }, - { url = "https://files.pythonhosted.org/packages/75/83/1953a9d4f4e4de7fd0533733e041c28135f3c21485faaef56a8aadbd96b5/rpds_py-0.26.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:390e3170babf42462739a93321e657444f0862c6d722a291accc46f9d21ed04e", size = 384214, upload-time = "2025-07-01T15:54:37.469Z" }, - { url = "https://files.pythonhosted.org/packages/48/0e/983ed1b792b3322ea1d065e67f4b230f3b96025f5ce3878cc40af09b7533/rpds_py-0.26.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7da84c2c74c0f5bc97d853d9e17bb83e2dcafcff0dc48286916001cc114379a1", size = 400113, upload-time = "2025-07-01T15:54:38.954Z" }, - { url = "https://files.pythonhosted.org/packages/69/7f/36c0925fff6f660a80be259c5b4f5e53a16851f946eb080351d057698528/rpds_py-0.26.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4c5fe114a6dd480a510b6d3661d09d67d1622c4bf20660a474507aaee7eeeee9", size = 515189, upload-time = "2025-07-01T15:54:40.57Z" }, - { url = "https://files.pythonhosted.org/packages/13/45/cbf07fc03ba7a9b54662c9badb58294ecfb24f828b9732970bd1a431ed5c/rpds_py-0.26.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3100b3090269f3a7ea727b06a6080d4eb7439dca4c0e91a07c5d133bb1727ea7", size = 406998, upload-time = "2025-07-01T15:54:43.025Z" }, - { url = "https://files.pythonhosted.org/packages/6c/b0/8fa5e36e58657997873fd6a1cf621285ca822ca75b4b3434ead047daa307/rpds_py-0.26.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c03c9b0c64afd0320ae57de4c982801271c0c211aa2d37f3003ff5feb75bb04", size = 385903, upload-time = "2025-07-01T15:54:44.752Z" }, - { url = "https://files.pythonhosted.org/packages/4b/f7/b25437772f9f57d7a9fbd73ed86d0dcd76b4c7c6998348c070d90f23e315/rpds_py-0.26.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5963b72ccd199ade6ee493723d18a3f21ba7d5b957017607f815788cef50eaf1", size = 419785, upload-time = "2025-07-01T15:54:46.043Z" }, - { url = "https://files.pythonhosted.org/packages/a7/6b/63ffa55743dfcb4baf2e9e77a0b11f7f97ed96a54558fcb5717a4b2cd732/rpds_py-0.26.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:9da4e873860ad5bab3291438525cae80169daecbfafe5657f7f5fb4d6b3f96b9", size = 561329, upload-time = "2025-07-01T15:54:47.64Z" }, - { url = "https://files.pythonhosted.org/packages/2f/07/1f4f5e2886c480a2346b1e6759c00278b8a69e697ae952d82ae2e6ee5db0/rpds_py-0.26.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:5afaddaa8e8c7f1f7b4c5c725c0070b6eed0228f705b90a1732a48e84350f4e9", size = 590875, upload-time = "2025-07-01T15:54:48.9Z" }, - { url = "https://files.pythonhosted.org/packages/cc/bc/e6639f1b91c3a55f8c41b47d73e6307051b6e246254a827ede730624c0f8/rpds_py-0.26.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4916dc96489616a6f9667e7526af8fa693c0fdb4f3acb0e5d9f4400eb06a47ba", size = 556636, upload-time = "2025-07-01T15:54:50.619Z" }, - { url = "https://files.pythonhosted.org/packages/05/4c/b3917c45566f9f9a209d38d9b54a1833f2bb1032a3e04c66f75726f28876/rpds_py-0.26.0-cp313-cp313-win32.whl", hash = "sha256:2a343f91b17097c546b93f7999976fd6c9d5900617aa848c81d794e062ab302b", size = 222663, upload-time = "2025-07-01T15:54:52.023Z" }, - { url = "https://files.pythonhosted.org/packages/e0/0b/0851bdd6025775aaa2365bb8de0697ee2558184c800bfef8d7aef5ccde58/rpds_py-0.26.0-cp313-cp313-win_amd64.whl", hash = "sha256:0a0b60701f2300c81b2ac88a5fb893ccfa408e1c4a555a77f908a2596eb875a5", size = 234428, upload-time = "2025-07-01T15:54:53.692Z" }, - { url = "https://files.pythonhosted.org/packages/ed/e8/a47c64ed53149c75fb581e14a237b7b7cd18217e969c30d474d335105622/rpds_py-0.26.0-cp313-cp313-win_arm64.whl", hash = "sha256:257d011919f133a4746958257f2c75238e3ff54255acd5e3e11f3ff41fd14256", size = 222571, upload-time = "2025-07-01T15:54:54.822Z" }, - { url = "https://files.pythonhosted.org/packages/89/bf/3d970ba2e2bcd17d2912cb42874107390f72873e38e79267224110de5e61/rpds_py-0.26.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:529c8156d7506fba5740e05da8795688f87119cce330c244519cf706a4a3d618", size = 360475, upload-time = "2025-07-01T15:54:56.228Z" }, - { url = "https://files.pythonhosted.org/packages/82/9f/283e7e2979fc4ec2d8ecee506d5a3675fce5ed9b4b7cb387ea5d37c2f18d/rpds_py-0.26.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f53ec51f9d24e9638a40cabb95078ade8c99251945dad8d57bf4aabe86ecee35", size = 346692, upload-time = "2025-07-01T15:54:58.561Z" }, - { url = "https://files.pythonhosted.org/packages/e3/03/7e50423c04d78daf391da3cc4330bdb97042fc192a58b186f2d5deb7befd/rpds_py-0.26.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ab504c4d654e4a29558eaa5bb8cea5fdc1703ea60a8099ffd9c758472cf913f", size = 379415, upload-time = "2025-07-01T15:54:59.751Z" }, - { url = "https://files.pythonhosted.org/packages/57/00/d11ee60d4d3b16808432417951c63df803afb0e0fc672b5e8d07e9edaaae/rpds_py-0.26.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fd0641abca296bc1a00183fe44f7fced8807ed49d501f188faa642d0e4975b83", size = 391783, upload-time = "2025-07-01T15:55:00.898Z" }, - { url = "https://files.pythonhosted.org/packages/08/b3/1069c394d9c0d6d23c5b522e1f6546b65793a22950f6e0210adcc6f97c3e/rpds_py-0.26.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:69b312fecc1d017b5327afa81d4da1480f51c68810963a7336d92203dbb3d4f1", size = 512844, upload-time = "2025-07-01T15:55:02.201Z" }, - { url = "https://files.pythonhosted.org/packages/08/3b/c4fbf0926800ed70b2c245ceca99c49f066456755f5d6eb8863c2c51e6d0/rpds_py-0.26.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c741107203954f6fc34d3066d213d0a0c40f7bb5aafd698fb39888af277c70d8", size = 402105, upload-time = "2025-07-01T15:55:03.698Z" }, - { url = "https://files.pythonhosted.org/packages/1c/b0/db69b52ca07413e568dae9dc674627a22297abb144c4d6022c6d78f1e5cc/rpds_py-0.26.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc3e55a7db08dc9a6ed5fb7103019d2c1a38a349ac41901f9f66d7f95750942f", size = 383440, upload-time = "2025-07-01T15:55:05.398Z" }, - { url = "https://files.pythonhosted.org/packages/4c/e1/c65255ad5b63903e56b3bb3ff9dcc3f4f5c3badde5d08c741ee03903e951/rpds_py-0.26.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9e851920caab2dbcae311fd28f4313c6953993893eb5c1bb367ec69d9a39e7ed", size = 412759, upload-time = "2025-07-01T15:55:08.316Z" }, - { url = "https://files.pythonhosted.org/packages/e4/22/bb731077872377a93c6e93b8a9487d0406c70208985831034ccdeed39c8e/rpds_py-0.26.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:dfbf280da5f876d0b00c81f26bedce274e72a678c28845453885a9b3c22ae632", size = 556032, upload-time = "2025-07-01T15:55:09.52Z" }, - { url = "https://files.pythonhosted.org/packages/e0/8b/393322ce7bac5c4530fb96fc79cc9ea2f83e968ff5f6e873f905c493e1c4/rpds_py-0.26.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:1cc81d14ddfa53d7f3906694d35d54d9d3f850ef8e4e99ee68bc0d1e5fed9a9c", size = 585416, upload-time = "2025-07-01T15:55:11.216Z" }, - { url = "https://files.pythonhosted.org/packages/49/ae/769dc372211835bf759319a7aae70525c6eb523e3371842c65b7ef41c9c6/rpds_py-0.26.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dca83c498b4650a91efcf7b88d669b170256bf8017a5db6f3e06c2bf031f57e0", size = 554049, upload-time = "2025-07-01T15:55:13.004Z" }, - { url = "https://files.pythonhosted.org/packages/6b/f9/4c43f9cc203d6ba44ce3146246cdc38619d92c7bd7bad4946a3491bd5b70/rpds_py-0.26.0-cp313-cp313t-win32.whl", hash = "sha256:4d11382bcaf12f80b51d790dee295c56a159633a8e81e6323b16e55d81ae37e9", size = 218428, upload-time = "2025-07-01T15:55:14.486Z" }, - { url = "https://files.pythonhosted.org/packages/7e/8b/9286b7e822036a4a977f2f1e851c7345c20528dbd56b687bb67ed68a8ede/rpds_py-0.26.0-cp313-cp313t-win_amd64.whl", hash = "sha256:ff110acded3c22c033e637dd8896e411c7d3a11289b2edf041f86663dbc791e9", size = 231524, upload-time = "2025-07-01T15:55:15.745Z" }, - { url = "https://files.pythonhosted.org/packages/55/07/029b7c45db910c74e182de626dfdae0ad489a949d84a468465cd0ca36355/rpds_py-0.26.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:da619979df60a940cd434084355c514c25cf8eb4cf9a508510682f6c851a4f7a", size = 364292, upload-time = "2025-07-01T15:55:17.001Z" }, - { url = "https://files.pythonhosted.org/packages/13/d1/9b3d3f986216b4d1f584878dca15ce4797aaf5d372d738974ba737bf68d6/rpds_py-0.26.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ea89a2458a1a75f87caabefe789c87539ea4e43b40f18cff526052e35bbb4fdf", size = 350334, upload-time = "2025-07-01T15:55:18.922Z" }, - { url = "https://files.pythonhosted.org/packages/18/98/16d5e7bc9ec715fa9668731d0cf97f6b032724e61696e2db3d47aeb89214/rpds_py-0.26.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:feac1045b3327a45944e7dcbeb57530339f6b17baff154df51ef8b0da34c8c12", size = 384875, upload-time = "2025-07-01T15:55:20.399Z" }, - { url = "https://files.pythonhosted.org/packages/f9/13/aa5e2b1ec5ab0e86a5c464d53514c0467bec6ba2507027d35fc81818358e/rpds_py-0.26.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b818a592bd69bfe437ee8368603d4a2d928c34cffcdf77c2e761a759ffd17d20", size = 399993, upload-time = "2025-07-01T15:55:21.729Z" }, - { url = "https://files.pythonhosted.org/packages/17/03/8021810b0e97923abdbab6474c8b77c69bcb4b2c58330777df9ff69dc559/rpds_py-0.26.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1a8b0dd8648709b62d9372fc00a57466f5fdeefed666afe3fea5a6c9539a0331", size = 516683, upload-time = "2025-07-01T15:55:22.918Z" }, - { url = "https://files.pythonhosted.org/packages/dc/b1/da8e61c87c2f3d836954239fdbbfb477bb7b54d74974d8f6fcb34342d166/rpds_py-0.26.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6d3498ad0df07d81112aa6ec6c95a7e7b1ae00929fb73e7ebee0f3faaeabad2f", size = 408825, upload-time = "2025-07-01T15:55:24.207Z" }, - { url = "https://files.pythonhosted.org/packages/38/bc/1fc173edaaa0e52c94b02a655db20697cb5fa954ad5a8e15a2c784c5cbdd/rpds_py-0.26.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:24a4146ccb15be237fdef10f331c568e1b0e505f8c8c9ed5d67759dac58ac246", size = 387292, upload-time = "2025-07-01T15:55:25.554Z" }, - { url = "https://files.pythonhosted.org/packages/7c/eb/3a9bb4bd90867d21916f253caf4f0d0be7098671b6715ad1cead9fe7bab9/rpds_py-0.26.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a9a63785467b2d73635957d32a4f6e73d5e4df497a16a6392fa066b753e87387", size = 420435, upload-time = "2025-07-01T15:55:27.798Z" }, - { url = "https://files.pythonhosted.org/packages/cd/16/e066dcdb56f5632713445271a3f8d3d0b426d51ae9c0cca387799df58b02/rpds_py-0.26.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:de4ed93a8c91debfd5a047be327b7cc8b0cc6afe32a716bbbc4aedca9e2a83af", size = 562410, upload-time = "2025-07-01T15:55:29.057Z" }, - { url = "https://files.pythonhosted.org/packages/60/22/ddbdec7eb82a0dc2e455be44c97c71c232983e21349836ce9f272e8a3c29/rpds_py-0.26.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:caf51943715b12af827696ec395bfa68f090a4c1a1d2509eb4e2cb69abbbdb33", size = 590724, upload-time = "2025-07-01T15:55:30.719Z" }, - { url = "https://files.pythonhosted.org/packages/2c/b4/95744085e65b7187d83f2fcb0bef70716a1ea0a9e5d8f7f39a86e5d83424/rpds_py-0.26.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:4a59e5bc386de021f56337f757301b337d7ab58baa40174fb150accd480bc953", size = 558285, upload-time = "2025-07-01T15:55:31.981Z" }, - { url = "https://files.pythonhosted.org/packages/37/37/6309a75e464d1da2559446f9c811aa4d16343cebe3dbb73701e63f760caa/rpds_py-0.26.0-cp314-cp314-win32.whl", hash = "sha256:92c8db839367ef16a662478f0a2fe13e15f2227da3c1430a782ad0f6ee009ec9", size = 223459, upload-time = "2025-07-01T15:55:33.312Z" }, - { url = "https://files.pythonhosted.org/packages/d9/6f/8e9c11214c46098b1d1391b7e02b70bb689ab963db3b19540cba17315291/rpds_py-0.26.0-cp314-cp314-win_amd64.whl", hash = "sha256:b0afb8cdd034150d4d9f53926226ed27ad15b7f465e93d7468caaf5eafae0d37", size = 236083, upload-time = "2025-07-01T15:55:34.933Z" }, - { url = "https://files.pythonhosted.org/packages/47/af/9c4638994dd623d51c39892edd9d08e8be8220a4b7e874fa02c2d6e91955/rpds_py-0.26.0-cp314-cp314-win_arm64.whl", hash = "sha256:ca3f059f4ba485d90c8dc75cb5ca897e15325e4e609812ce57f896607c1c0867", size = 223291, upload-time = "2025-07-01T15:55:36.202Z" }, - { url = "https://files.pythonhosted.org/packages/4d/db/669a241144460474aab03e254326b32c42def83eb23458a10d163cb9b5ce/rpds_py-0.26.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:5afea17ab3a126006dc2f293b14ffc7ef3c85336cf451564a0515ed7648033da", size = 361445, upload-time = "2025-07-01T15:55:37.483Z" }, - { url = "https://files.pythonhosted.org/packages/3b/2d/133f61cc5807c6c2fd086a46df0eb8f63a23f5df8306ff9f6d0fd168fecc/rpds_py-0.26.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:69f0c0a3df7fd3a7eec50a00396104bb9a843ea6d45fcc31c2d5243446ffd7a7", size = 347206, upload-time = "2025-07-01T15:55:38.828Z" }, - { url = "https://files.pythonhosted.org/packages/05/bf/0e8fb4c05f70273469eecf82f6ccf37248558526a45321644826555db31b/rpds_py-0.26.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:801a71f70f9813e82d2513c9a96532551fce1e278ec0c64610992c49c04c2dad", size = 380330, upload-time = "2025-07-01T15:55:40.175Z" }, - { url = "https://files.pythonhosted.org/packages/d4/a8/060d24185d8b24d3923322f8d0ede16df4ade226a74e747b8c7c978e3dd3/rpds_py-0.26.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:df52098cde6d5e02fa75c1f6244f07971773adb4a26625edd5c18fee906fa84d", size = 392254, upload-time = "2025-07-01T15:55:42.015Z" }, - { url = "https://files.pythonhosted.org/packages/b9/7b/7c2e8a9ee3e6bc0bae26bf29f5219955ca2fbb761dca996a83f5d2f773fe/rpds_py-0.26.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9bc596b30f86dc6f0929499c9e574601679d0341a0108c25b9b358a042f51bca", size = 516094, upload-time = "2025-07-01T15:55:43.603Z" }, - { url = "https://files.pythonhosted.org/packages/75/d6/f61cafbed8ba1499b9af9f1777a2a199cd888f74a96133d8833ce5eaa9c5/rpds_py-0.26.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9dfbe56b299cf5875b68eb6f0ebaadc9cac520a1989cac0db0765abfb3709c19", size = 402889, upload-time = "2025-07-01T15:55:45.275Z" }, - { url = "https://files.pythonhosted.org/packages/92/19/c8ac0a8a8df2dd30cdec27f69298a5c13e9029500d6d76718130f5e5be10/rpds_py-0.26.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac64f4b2bdb4ea622175c9ab7cf09444e412e22c0e02e906978b3b488af5fde8", size = 384301, upload-time = "2025-07-01T15:55:47.098Z" }, - { url = "https://files.pythonhosted.org/packages/41/e1/6b1859898bc292a9ce5776016c7312b672da00e25cec74d7beced1027286/rpds_py-0.26.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:181ef9b6bbf9845a264f9aa45c31836e9f3c1f13be565d0d010e964c661d1e2b", size = 412891, upload-time = "2025-07-01T15:55:48.412Z" }, - { url = "https://files.pythonhosted.org/packages/ef/b9/ceb39af29913c07966a61367b3c08b4f71fad841e32c6b59a129d5974698/rpds_py-0.26.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:49028aa684c144ea502a8e847d23aed5e4c2ef7cadfa7d5eaafcb40864844b7a", size = 557044, upload-time = "2025-07-01T15:55:49.816Z" }, - { url = "https://files.pythonhosted.org/packages/2f/27/35637b98380731a521f8ec4f3fd94e477964f04f6b2f8f7af8a2d889a4af/rpds_py-0.26.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:e5d524d68a474a9688336045bbf76cb0def88549c1b2ad9dbfec1fb7cfbe9170", size = 585774, upload-time = "2025-07-01T15:55:51.192Z" }, - { url = "https://files.pythonhosted.org/packages/52/d9/3f0f105420fecd18551b678c9a6ce60bd23986098b252a56d35781b3e7e9/rpds_py-0.26.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c1851f429b822831bd2edcbe0cfd12ee9ea77868f8d3daf267b189371671c80e", size = 554886, upload-time = "2025-07-01T15:55:52.541Z" }, - { url = "https://files.pythonhosted.org/packages/6b/c5/347c056a90dc8dd9bc240a08c527315008e1b5042e7a4cf4ac027be9d38a/rpds_py-0.26.0-cp314-cp314t-win32.whl", hash = "sha256:7bdb17009696214c3b66bb3590c6d62e14ac5935e53e929bcdbc5a495987a84f", size = 219027, upload-time = "2025-07-01T15:55:53.874Z" }, - { url = "https://files.pythonhosted.org/packages/75/04/5302cea1aa26d886d34cadbf2dc77d90d7737e576c0065f357b96dc7a1a6/rpds_py-0.26.0-cp314-cp314t-win_amd64.whl", hash = "sha256:f14440b9573a6f76b4ee4770c13f0b5921f71dde3b6fcb8dabbefd13b7fe05d7", size = 232821, upload-time = "2025-07-01T15:55:55.167Z" }, +version = "0.27.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/1e/d9/991a0dee12d9fc53ed027e26a26a64b151d77252ac477e22666b9688bc16/rpds_py-0.27.0.tar.gz", hash = "sha256:8b23cf252f180cda89220b378d917180f29d313cd6a07b2431c0d3b776aae86f", size = 27420, upload-time = "2025-08-07T08:26:39.624Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/81/d2/dfdfd42565a923b9e5a29f93501664f5b984a802967d48d49200ad71be36/rpds_py-0.27.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:443d239d02d9ae55b74015234f2cd8eb09e59fbba30bf60baeb3123ad4c6d5ff", size = 362133, upload-time = "2025-08-07T08:24:04.508Z" }, + { url = "https://files.pythonhosted.org/packages/ac/4a/0a2e2460c4b66021d349ce9f6331df1d6c75d7eea90df9785d333a49df04/rpds_py-0.27.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b8a7acf04fda1f30f1007f3cc96d29d8cf0a53e626e4e1655fdf4eabc082d367", size = 347128, upload-time = "2025-08-07T08:24:05.695Z" }, + { url = "https://files.pythonhosted.org/packages/35/8d/7d1e4390dfe09d4213b3175a3f5a817514355cb3524593380733204f20b9/rpds_py-0.27.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9d0f92b78cfc3b74a42239fdd8c1266f4715b573204c234d2f9fc3fc7a24f185", size = 384027, upload-time = "2025-08-07T08:24:06.841Z" }, + { url = "https://files.pythonhosted.org/packages/c1/65/78499d1a62172891c8cd45de737b2a4b84a414b6ad8315ab3ac4945a5b61/rpds_py-0.27.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ce4ed8e0c7dbc5b19352b9c2c6131dd23b95fa8698b5cdd076307a33626b72dc", size = 399973, upload-time = "2025-08-07T08:24:08.143Z" }, + { url = "https://files.pythonhosted.org/packages/10/a1/1c67c1d8cc889107b19570bb01f75cf49852068e95e6aee80d22915406fc/rpds_py-0.27.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fde355b02934cc6b07200cc3b27ab0c15870a757d1a72fd401aa92e2ea3c6bfe", size = 515295, upload-time = "2025-08-07T08:24:09.711Z" }, + { url = "https://files.pythonhosted.org/packages/df/27/700ec88e748436b6c7c4a2262d66e80f8c21ab585d5e98c45e02f13f21c0/rpds_py-0.27.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:13bbc4846ae4c993f07c93feb21a24d8ec637573d567a924b1001e81c8ae80f9", size = 406737, upload-time = "2025-08-07T08:24:11.182Z" }, + { url = "https://files.pythonhosted.org/packages/33/cc/6b0ee8f0ba3f2df2daac1beda17fde5cf10897a7d466f252bd184ef20162/rpds_py-0.27.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:be0744661afbc4099fef7f4e604e7f1ea1be1dd7284f357924af12a705cc7d5c", size = 385898, upload-time = "2025-08-07T08:24:12.798Z" }, + { url = "https://files.pythonhosted.org/packages/e8/7e/c927b37d7d33c0a0ebf249cc268dc2fcec52864c1b6309ecb960497f2285/rpds_py-0.27.0-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:069e0384a54f427bd65d7fda83b68a90606a3835901aaff42185fcd94f5a9295", size = 405785, upload-time = "2025-08-07T08:24:14.906Z" }, + { url = "https://files.pythonhosted.org/packages/5b/d2/8ed50746d909dcf402af3fa58b83d5a590ed43e07251d6b08fad1a535ba6/rpds_py-0.27.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4bc262ace5a1a7dc3e2eac2fa97b8257ae795389f688b5adf22c5db1e2431c43", size = 419760, upload-time = "2025-08-07T08:24:16.129Z" }, + { url = "https://files.pythonhosted.org/packages/d3/60/2b2071aee781cb3bd49f94d5d35686990b925e9b9f3e3d149235a6f5d5c1/rpds_py-0.27.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2fe6e18e5c8581f0361b35ae575043c7029d0a92cb3429e6e596c2cdde251432", size = 561201, upload-time = "2025-08-07T08:24:17.645Z" }, + { url = "https://files.pythonhosted.org/packages/98/1f/27b67304272521aaea02be293fecedce13fa351a4e41cdb9290576fc6d81/rpds_py-0.27.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d93ebdb82363d2e7bec64eecdc3632b59e84bd270d74fe5be1659f7787052f9b", size = 591021, upload-time = "2025-08-07T08:24:18.999Z" }, + { url = "https://files.pythonhosted.org/packages/db/9b/a2fadf823164dd085b1f894be6443b0762a54a7af6f36e98e8fcda69ee50/rpds_py-0.27.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:0954e3a92e1d62e83a54ea7b3fdc9efa5d61acef8488a8a3d31fdafbfb00460d", size = 556368, upload-time = "2025-08-07T08:24:20.54Z" }, + { url = "https://files.pythonhosted.org/packages/24/f3/6d135d46a129cda2e3e6d4c5e91e2cc26ea0428c6cf152763f3f10b6dd05/rpds_py-0.27.0-cp313-cp313-win32.whl", hash = "sha256:2cff9bdd6c7b906cc562a505c04a57d92e82d37200027e8d362518df427f96cd", size = 221236, upload-time = "2025-08-07T08:24:22.144Z" }, + { url = "https://files.pythonhosted.org/packages/c5/44/65d7494f5448ecc755b545d78b188440f81da98b50ea0447ab5ebfdf9bd6/rpds_py-0.27.0-cp313-cp313-win_amd64.whl", hash = "sha256:dc79d192fb76fc0c84f2c58672c17bbbc383fd26c3cdc29daae16ce3d927e8b2", size = 232634, upload-time = "2025-08-07T08:24:23.642Z" }, + { url = "https://files.pythonhosted.org/packages/70/d9/23852410fadab2abb611733933401de42a1964ce6600a3badae35fbd573e/rpds_py-0.27.0-cp313-cp313-win_arm64.whl", hash = "sha256:5b3a5c8089eed498a3af23ce87a80805ff98f6ef8f7bdb70bd1b7dae5105f6ac", size = 222783, upload-time = "2025-08-07T08:24:25.098Z" }, + { url = "https://files.pythonhosted.org/packages/15/75/03447917f78512b34463f4ef11066516067099a0c466545655503bed0c77/rpds_py-0.27.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:90fb790138c1a89a2e58c9282fe1089638401f2f3b8dddd758499041bc6e0774", size = 359154, upload-time = "2025-08-07T08:24:26.249Z" }, + { url = "https://files.pythonhosted.org/packages/6b/fc/4dac4fa756451f2122ddaf136e2c6aeb758dc6fdbe9ccc4bc95c98451d50/rpds_py-0.27.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:010c4843a3b92b54373e3d2291a7447d6c3fc29f591772cc2ea0e9f5c1da434b", size = 343909, upload-time = "2025-08-07T08:24:27.405Z" }, + { url = "https://files.pythonhosted.org/packages/7b/81/723c1ed8e6f57ed9d8c0c07578747a2d3d554aaefc1ab89f4e42cfeefa07/rpds_py-0.27.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9ce7a9e967afc0a2af7caa0d15a3e9c1054815f73d6a8cb9225b61921b419bd", size = 379340, upload-time = "2025-08-07T08:24:28.714Z" }, + { url = "https://files.pythonhosted.org/packages/98/16/7e3740413de71818ce1997df82ba5f94bae9fff90c0a578c0e24658e6201/rpds_py-0.27.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:aa0bf113d15e8abdfee92aa4db86761b709a09954083afcb5bf0f952d6065fdb", size = 391655, upload-time = "2025-08-07T08:24:30.223Z" }, + { url = "https://files.pythonhosted.org/packages/e0/63/2a9f510e124d80660f60ecce07953f3f2d5f0b96192c1365443859b9c87f/rpds_py-0.27.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:eb91d252b35004a84670dfeafadb042528b19842a0080d8b53e5ec1128e8f433", size = 513017, upload-time = "2025-08-07T08:24:31.446Z" }, + { url = "https://files.pythonhosted.org/packages/2c/4e/cf6ff311d09776c53ea1b4f2e6700b9d43bb4e99551006817ade4bbd6f78/rpds_py-0.27.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:db8a6313dbac934193fc17fe7610f70cd8181c542a91382531bef5ed785e5615", size = 402058, upload-time = "2025-08-07T08:24:32.613Z" }, + { url = "https://files.pythonhosted.org/packages/88/11/5e36096d474cb10f2a2d68b22af60a3bc4164fd8db15078769a568d9d3ac/rpds_py-0.27.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce96ab0bdfcef1b8c371ada2100767ace6804ea35aacce0aef3aeb4f3f499ca8", size = 383474, upload-time = "2025-08-07T08:24:33.767Z" }, + { url = "https://files.pythonhosted.org/packages/db/a2/3dff02805b06058760b5eaa6d8cb8db3eb3e46c9e452453ad5fc5b5ad9fe/rpds_py-0.27.0-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:7451ede3560086abe1aa27dcdcf55cd15c96b56f543fb12e5826eee6f721f858", size = 400067, upload-time = "2025-08-07T08:24:35.021Z" }, + { url = "https://files.pythonhosted.org/packages/67/87/eed7369b0b265518e21ea836456a4ed4a6744c8c12422ce05bce760bb3cf/rpds_py-0.27.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:32196b5a99821476537b3f7732432d64d93a58d680a52c5e12a190ee0135d8b5", size = 412085, upload-time = "2025-08-07T08:24:36.267Z" }, + { url = "https://files.pythonhosted.org/packages/8b/48/f50b2ab2fbb422fbb389fe296e70b7a6b5ea31b263ada5c61377e710a924/rpds_py-0.27.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a029be818059870664157194e46ce0e995082ac49926f1423c1f058534d2aaa9", size = 555928, upload-time = "2025-08-07T08:24:37.573Z" }, + { url = "https://files.pythonhosted.org/packages/98/41/b18eb51045d06887666c3560cd4bbb6819127b43d758f5adb82b5f56f7d1/rpds_py-0.27.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:3841f66c1ffdc6cebce8aed64e36db71466f1dc23c0d9a5592e2a782a3042c79", size = 585527, upload-time = "2025-08-07T08:24:39.391Z" }, + { url = "https://files.pythonhosted.org/packages/be/03/a3dd6470fc76499959b00ae56295b76b4bdf7c6ffc60d62006b1217567e1/rpds_py-0.27.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:42894616da0fc0dcb2ec08a77896c3f56e9cb2f4b66acd76fc8992c3557ceb1c", size = 554211, upload-time = "2025-08-07T08:24:40.6Z" }, + { url = "https://files.pythonhosted.org/packages/bf/d1/ee5fd1be395a07423ac4ca0bcc05280bf95db2b155d03adefeb47d5ebf7e/rpds_py-0.27.0-cp313-cp313t-win32.whl", hash = "sha256:b1fef1f13c842a39a03409e30ca0bf87b39a1e2a305a9924deadb75a43105d23", size = 216624, upload-time = "2025-08-07T08:24:42.204Z" }, + { url = "https://files.pythonhosted.org/packages/1c/94/4814c4c858833bf46706f87349c37ca45e154da7dbbec9ff09f1abeb08cc/rpds_py-0.27.0-cp313-cp313t-win_amd64.whl", hash = "sha256:183f5e221ba3e283cd36fdfbe311d95cd87699a083330b4f792543987167eff1", size = 230007, upload-time = "2025-08-07T08:24:43.329Z" }, + { url = "https://files.pythonhosted.org/packages/0e/a5/8fffe1c7dc7c055aa02df310f9fb71cfc693a4d5ccc5de2d3456ea5fb022/rpds_py-0.27.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:f3cd110e02c5bf17d8fb562f6c9df5c20e73029d587cf8602a2da6c5ef1e32cb", size = 362595, upload-time = "2025-08-07T08:24:44.478Z" }, + { url = "https://files.pythonhosted.org/packages/bc/c7/4e4253fd2d4bb0edbc0b0b10d9f280612ca4f0f990e3c04c599000fe7d71/rpds_py-0.27.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8d0e09cf4863c74106b5265c2c310f36146e2b445ff7b3018a56799f28f39f6f", size = 347252, upload-time = "2025-08-07T08:24:45.678Z" }, + { url = "https://files.pythonhosted.org/packages/f3/c8/3d1a954d30f0174dd6baf18b57c215da03cf7846a9d6e0143304e784cddc/rpds_py-0.27.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:64f689ab822f9b5eb6dfc69893b4b9366db1d2420f7db1f6a2adf2a9ca15ad64", size = 384886, upload-time = "2025-08-07T08:24:46.86Z" }, + { url = "https://files.pythonhosted.org/packages/e0/52/3c5835f2df389832b28f9276dd5395b5a965cea34226e7c88c8fbec2093c/rpds_py-0.27.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e36c80c49853b3ffda7aa1831bf175c13356b210c73128c861f3aa93c3cc4015", size = 399716, upload-time = "2025-08-07T08:24:48.174Z" }, + { url = "https://files.pythonhosted.org/packages/40/73/176e46992461a1749686a2a441e24df51ff86b99c2d34bf39f2a5273b987/rpds_py-0.27.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6de6a7f622860af0146cb9ee148682ff4d0cea0b8fd3ad51ce4d40efb2f061d0", size = 517030, upload-time = "2025-08-07T08:24:49.52Z" }, + { url = "https://files.pythonhosted.org/packages/79/2a/7266c75840e8c6e70effeb0d38922a45720904f2cd695e68a0150e5407e2/rpds_py-0.27.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4045e2fc4b37ec4b48e8907a5819bdd3380708c139d7cc358f03a3653abedb89", size = 408448, upload-time = "2025-08-07T08:24:50.727Z" }, + { url = "https://files.pythonhosted.org/packages/e6/5f/a7efc572b8e235093dc6cf39f4dbc8a7f08e65fdbcec7ff4daeb3585eef1/rpds_py-0.27.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9da162b718b12c4219eeeeb68a5b7552fbc7aadedf2efee440f88b9c0e54b45d", size = 387320, upload-time = "2025-08-07T08:24:52.004Z" }, + { url = "https://files.pythonhosted.org/packages/a2/eb/9ff6bc92efe57cf5a2cb74dee20453ba444b6fdc85275d8c99e0d27239d1/rpds_py-0.27.0-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:0665be515767dc727ffa5f74bd2ef60b0ff85dad6bb8f50d91eaa6b5fb226f51", size = 407414, upload-time = "2025-08-07T08:24:53.664Z" }, + { url = "https://files.pythonhosted.org/packages/fb/bd/3b9b19b00d5c6e1bd0f418c229ab0f8d3b110ddf7ec5d9d689ef783d0268/rpds_py-0.27.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:203f581accef67300a942e49a37d74c12ceeef4514874c7cede21b012613ca2c", size = 420766, upload-time = "2025-08-07T08:24:55.917Z" }, + { url = "https://files.pythonhosted.org/packages/17/6b/521a7b1079ce16258c70805166e3ac6ec4ee2139d023fe07954dc9b2d568/rpds_py-0.27.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7873b65686a6471c0037139aa000d23fe94628e0daaa27b6e40607c90e3f5ec4", size = 562409, upload-time = "2025-08-07T08:24:57.17Z" }, + { url = "https://files.pythonhosted.org/packages/8b/bf/65db5bfb14ccc55e39de8419a659d05a2a9cd232f0a699a516bb0991da7b/rpds_py-0.27.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:249ab91ceaa6b41abc5f19513cb95b45c6f956f6b89f1fe3d99c81255a849f9e", size = 590793, upload-time = "2025-08-07T08:24:58.388Z" }, + { url = "https://files.pythonhosted.org/packages/db/b8/82d368b378325191ba7aae8f40f009b78057b598d4394d1f2cdabaf67b3f/rpds_py-0.27.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d2f184336bc1d6abfaaa1262ed42739c3789b1e3a65a29916a615307d22ffd2e", size = 558178, upload-time = "2025-08-07T08:24:59.756Z" }, + { url = "https://files.pythonhosted.org/packages/f6/ff/f270bddbfbc3812500f8131b1ebbd97afd014cd554b604a3f73f03133a36/rpds_py-0.27.0-cp314-cp314-win32.whl", hash = "sha256:d3c622c39f04d5751408f5b801ecb527e6e0a471b367f420a877f7a660d583f6", size = 222355, upload-time = "2025-08-07T08:25:01.027Z" }, + { url = "https://files.pythonhosted.org/packages/bf/20/fdab055b1460c02ed356a0e0b0a78c1dd32dc64e82a544f7b31c9ac643dc/rpds_py-0.27.0-cp314-cp314-win_amd64.whl", hash = "sha256:cf824aceaeffff029ccfba0da637d432ca71ab21f13e7f6f5179cd88ebc77a8a", size = 234007, upload-time = "2025-08-07T08:25:02.268Z" }, + { url = "https://files.pythonhosted.org/packages/4d/a8/694c060005421797a3be4943dab8347c76c2b429a9bef68fb2c87c9e70c7/rpds_py-0.27.0-cp314-cp314-win_arm64.whl", hash = "sha256:86aca1616922b40d8ac1b3073a1ead4255a2f13405e5700c01f7c8d29a03972d", size = 223527, upload-time = "2025-08-07T08:25:03.45Z" }, + { url = "https://files.pythonhosted.org/packages/1e/f9/77f4c90f79d2c5ca8ce6ec6a76cb4734ee247de6b3a4f337e289e1f00372/rpds_py-0.27.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:341d8acb6724c0c17bdf714319c393bb27f6d23d39bc74f94221b3e59fc31828", size = 359469, upload-time = "2025-08-07T08:25:04.648Z" }, + { url = "https://files.pythonhosted.org/packages/c0/22/b97878d2f1284286fef4172069e84b0b42b546ea7d053e5fb7adb9ac6494/rpds_py-0.27.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6b96b0b784fe5fd03beffff2b1533dc0d85e92bab8d1b2c24ef3a5dc8fac5669", size = 343960, upload-time = "2025-08-07T08:25:05.863Z" }, + { url = "https://files.pythonhosted.org/packages/b1/b0/dfd55b5bb480eda0578ae94ef256d3061d20b19a0f5e18c482f03e65464f/rpds_py-0.27.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c431bfb91478d7cbe368d0a699978050d3b112d7f1d440a41e90faa325557fd", size = 380201, upload-time = "2025-08-07T08:25:07.513Z" }, + { url = "https://files.pythonhosted.org/packages/28/22/e1fa64e50d58ad2b2053077e3ec81a979147c43428de9e6de68ddf6aff4e/rpds_py-0.27.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:20e222a44ae9f507d0f2678ee3dd0c45ec1e930f6875d99b8459631c24058aec", size = 392111, upload-time = "2025-08-07T08:25:09.149Z" }, + { url = "https://files.pythonhosted.org/packages/49/f9/43ab7a43e97aedf6cea6af70fdcbe18abbbc41d4ae6cdec1bfc23bbad403/rpds_py-0.27.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:184f0d7b342967f6cda94a07d0e1fae177d11d0b8f17d73e06e36ac02889f303", size = 515863, upload-time = "2025-08-07T08:25:10.431Z" }, + { url = "https://files.pythonhosted.org/packages/38/9b/9bd59dcc636cd04d86a2d20ad967770bf348f5eb5922a8f29b547c074243/rpds_py-0.27.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a00c91104c173c9043bc46f7b30ee5e6d2f6b1149f11f545580f5d6fdff42c0b", size = 402398, upload-time = "2025-08-07T08:25:11.819Z" }, + { url = "https://files.pythonhosted.org/packages/71/bf/f099328c6c85667aba6b66fa5c35a8882db06dcd462ea214be72813a0dd2/rpds_py-0.27.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f7a37dd208f0d658e0487522078b1ed68cd6bce20ef4b5a915d2809b9094b410", size = 384665, upload-time = "2025-08-07T08:25:13.194Z" }, + { url = "https://files.pythonhosted.org/packages/a9/c5/9c1f03121ece6634818490bd3c8be2c82a70928a19de03467fb25a3ae2a8/rpds_py-0.27.0-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:92f3b3ec3e6008a1fe00b7c0946a170f161ac00645cde35e3c9a68c2475e8156", size = 400405, upload-time = "2025-08-07T08:25:14.417Z" }, + { url = "https://files.pythonhosted.org/packages/b5/b8/e25d54af3e63ac94f0c16d8fe143779fe71ff209445a0c00d0f6984b6b2c/rpds_py-0.27.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a1b3db5fae5cbce2131b7420a3f83553d4d89514c03d67804ced36161fe8b6b2", size = 413179, upload-time = "2025-08-07T08:25:15.664Z" }, + { url = "https://files.pythonhosted.org/packages/f9/d1/406b3316433fe49c3021546293a04bc33f1478e3ec7950215a7fce1a1208/rpds_py-0.27.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5355527adaa713ab693cbce7c1e0ec71682f599f61b128cf19d07e5c13c9b1f1", size = 556895, upload-time = "2025-08-07T08:25:17.061Z" }, + { url = "https://files.pythonhosted.org/packages/5f/bc/3697c0c21fcb9a54d46ae3b735eb2365eea0c2be076b8f770f98e07998de/rpds_py-0.27.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:fcc01c57ce6e70b728af02b2401c5bc853a9e14eb07deda30624374f0aebfe42", size = 585464, upload-time = "2025-08-07T08:25:18.406Z" }, + { url = "https://files.pythonhosted.org/packages/63/09/ee1bb5536f99f42c839b177d552f6114aa3142d82f49cef49261ed28dbe0/rpds_py-0.27.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3001013dae10f806380ba739d40dee11db1ecb91684febb8406a87c2ded23dae", size = 555090, upload-time = "2025-08-07T08:25:20.461Z" }, + { url = "https://files.pythonhosted.org/packages/7d/2c/363eada9e89f7059199d3724135a86c47082cbf72790d6ba2f336d146ddb/rpds_py-0.27.0-cp314-cp314t-win32.whl", hash = "sha256:0f401c369186a5743694dd9fc08cba66cf70908757552e1f714bfc5219c655b5", size = 218001, upload-time = "2025-08-07T08:25:21.761Z" }, + { url = "https://files.pythonhosted.org/packages/e2/3f/d6c216ed5199c9ef79e2a33955601f454ed1e7420a93b89670133bca5ace/rpds_py-0.27.0-cp314-cp314t-win_amd64.whl", hash = "sha256:8a1dca5507fa1337f75dcd5070218b20bc68cf8844271c923c1b79dfcbc20391", size = 230993, upload-time = "2025-08-07T08:25:23.34Z" }, ] [[package]] @@ -1407,24 +1692,24 @@ wheels = [ [[package]] name = "safetensors" -version = "0.5.3" +version = "0.6.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/71/7e/2d5d6ee7b40c0682315367ec7475693d110f512922d582fef1bd4a63adc3/safetensors-0.5.3.tar.gz", hash = "sha256:b6b0d6ecacec39a4fdd99cc19f4576f5219ce858e6fd8dbe7609df0b8dc56965", size = 67210, upload-time = "2025-02-26T09:15:13.155Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ac/cc/738f3011628920e027a11754d9cae9abec1aed00f7ae860abbf843755233/safetensors-0.6.2.tar.gz", hash = "sha256:43ff2aa0e6fa2dc3ea5524ac7ad93a9839256b8703761e76e2d0b2a3fa4f15d9", size = 197968, upload-time = "2025-08-08T13:13:58.654Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/18/ae/88f6c49dbd0cc4da0e08610019a3c78a7d390879a919411a410a1876d03a/safetensors-0.5.3-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bd20eb133db8ed15b40110b7c00c6df51655a2998132193de2f75f72d99c7073", size = 436917, upload-time = "2025-02-26T09:15:03.702Z" }, - { url = "https://files.pythonhosted.org/packages/b8/3b/11f1b4a2f5d2ab7da34ecc062b0bc301f2be024d110a6466726bec8c055c/safetensors-0.5.3-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:21d01c14ff6c415c485616b8b0bf961c46b3b343ca59110d38d744e577f9cce7", size = 418419, upload-time = "2025-02-26T09:15:01.765Z" }, - { url = "https://files.pythonhosted.org/packages/5d/9a/add3e6fef267658075c5a41573c26d42d80c935cdc992384dfae435feaef/safetensors-0.5.3-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:11bce6164887cd491ca75c2326a113ba934be596e22b28b1742ce27b1d076467", size = 459493, upload-time = "2025-02-26T09:14:51.812Z" }, - { url = "https://files.pythonhosted.org/packages/df/5c/bf2cae92222513cc23b3ff85c4a1bb2811a2c3583ac0f8e8d502751de934/safetensors-0.5.3-cp38-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4a243be3590bc3301c821da7a18d87224ef35cbd3e5f5727e4e0728b8172411e", size = 472400, upload-time = "2025-02-26T09:14:53.549Z" }, - { url = "https://files.pythonhosted.org/packages/58/11/7456afb740bd45782d0f4c8e8e1bb9e572f1bf82899fb6ace58af47b4282/safetensors-0.5.3-cp38-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8bd84b12b1670a6f8e50f01e28156422a2bc07fb16fc4e98bded13039d688a0d", size = 522891, upload-time = "2025-02-26T09:14:55.717Z" }, - { url = "https://files.pythonhosted.org/packages/57/3d/fe73a9d2ace487e7285f6e157afee2383bd1ddb911b7cb44a55cf812eae3/safetensors-0.5.3-cp38-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:391ac8cab7c829452175f871fcaf414aa1e292b5448bd02620f675a7f3e7abb9", size = 537694, upload-time = "2025-02-26T09:14:57.036Z" }, - { url = "https://files.pythonhosted.org/packages/a6/f8/dae3421624fcc87a89d42e1898a798bc7ff72c61f38973a65d60df8f124c/safetensors-0.5.3-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cead1fa41fc54b1e61089fa57452e8834f798cb1dc7a09ba3524f1eb08e0317a", size = 471642, upload-time = "2025-02-26T09:15:00.544Z" }, - { url = "https://files.pythonhosted.org/packages/ce/20/1fbe16f9b815f6c5a672f5b760951e20e17e43f67f231428f871909a37f6/safetensors-0.5.3-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1077f3e94182d72618357b04b5ced540ceb71c8a813d3319f1aba448e68a770d", size = 502241, upload-time = "2025-02-26T09:14:58.303Z" }, - { url = "https://files.pythonhosted.org/packages/5f/18/8e108846b506487aa4629fe4116b27db65c3dde922de2c8e0cc1133f3f29/safetensors-0.5.3-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:799021e78287bac619c7b3f3606730a22da4cda27759ddf55d37c8db7511c74b", size = 638001, upload-time = "2025-02-26T09:15:05.79Z" }, - { url = "https://files.pythonhosted.org/packages/82/5a/c116111d8291af6c8c8a8b40628fe833b9db97d8141c2a82359d14d9e078/safetensors-0.5.3-cp38-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:df26da01aaac504334644e1b7642fa000bfec820e7cef83aeac4e355e03195ff", size = 734013, upload-time = "2025-02-26T09:15:07.892Z" }, - { url = "https://files.pythonhosted.org/packages/7d/ff/41fcc4d3b7de837963622e8610d998710705bbde9a8a17221d85e5d0baad/safetensors-0.5.3-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:32c3ef2d7af8b9f52ff685ed0bc43913cdcde135089ae322ee576de93eae5135", size = 670687, upload-time = "2025-02-26T09:15:09.979Z" }, - { url = "https://files.pythonhosted.org/packages/40/ad/2b113098e69c985a3d8fbda4b902778eae4a35b7d5188859b4a63d30c161/safetensors-0.5.3-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:37f1521be045e56fc2b54c606d4455573e717b2d887c579ee1dbba5f868ece04", size = 643147, upload-time = "2025-02-26T09:15:11.185Z" }, - { url = "https://files.pythonhosted.org/packages/0a/0c/95aeb51d4246bd9a3242d3d8349c1112b4ee7611a4b40f0c5c93b05f001d/safetensors-0.5.3-cp38-abi3-win32.whl", hash = "sha256:cfc0ec0846dcf6763b0ed3d1846ff36008c6e7290683b61616c4b040f6a54ace", size = 296677, upload-time = "2025-02-26T09:15:16.554Z" }, - { url = "https://files.pythonhosted.org/packages/69/e2/b011c38e5394c4c18fb5500778a55ec43ad6106126e74723ffaee246f56e/safetensors-0.5.3-cp38-abi3-win_amd64.whl", hash = "sha256:836cbbc320b47e80acd40e44c8682db0e8ad7123209f69b093def21ec7cafd11", size = 308878, upload-time = "2025-02-26T09:15:14.99Z" }, + { url = "https://files.pythonhosted.org/packages/4d/b1/3f5fd73c039fc87dba3ff8b5d528bfc5a32b597fea8e7a6a4800343a17c7/safetensors-0.6.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:9c85ede8ec58f120bad982ec47746981e210492a6db876882aa021446af8ffba", size = 454797, upload-time = "2025-08-08T13:13:52.066Z" }, + { url = "https://files.pythonhosted.org/packages/8c/c9/bb114c158540ee17907ec470d01980957fdaf87b4aa07914c24eba87b9c6/safetensors-0.6.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:d6675cf4b39c98dbd7d940598028f3742e0375a6b4d4277e76beb0c35f4b843b", size = 432206, upload-time = "2025-08-08T13:13:50.931Z" }, + { url = "https://files.pythonhosted.org/packages/d3/8e/f70c34e47df3110e8e0bb268d90db8d4be8958a54ab0336c9be4fe86dac8/safetensors-0.6.2-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1d2d2b3ce1e2509c68932ca03ab8f20570920cd9754b05063d4368ee52833ecd", size = 473261, upload-time = "2025-08-08T13:13:41.259Z" }, + { url = "https://files.pythonhosted.org/packages/2a/f5/be9c6a7c7ef773e1996dc214e73485286df1836dbd063e8085ee1976f9cb/safetensors-0.6.2-cp38-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:93de35a18f46b0f5a6a1f9e26d91b442094f2df02e9fd7acf224cfec4238821a", size = 485117, upload-time = "2025-08-08T13:13:43.506Z" }, + { url = "https://files.pythonhosted.org/packages/c9/55/23f2d0a2c96ed8665bf17a30ab4ce5270413f4d74b6d87dd663258b9af31/safetensors-0.6.2-cp38-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:89a89b505f335640f9120fac65ddeb83e40f1fd081cb8ed88b505bdccec8d0a1", size = 616154, upload-time = "2025-08-08T13:13:45.096Z" }, + { url = "https://files.pythonhosted.org/packages/98/c6/affb0bd9ce02aa46e7acddbe087912a04d953d7a4d74b708c91b5806ef3f/safetensors-0.6.2-cp38-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fc4d0d0b937e04bdf2ae6f70cd3ad51328635fe0e6214aa1fc811f3b576b3bda", size = 520713, upload-time = "2025-08-08T13:13:46.25Z" }, + { url = "https://files.pythonhosted.org/packages/fe/5d/5a514d7b88e310c8b146e2404e0dc161282e78634d9358975fd56dfd14be/safetensors-0.6.2-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8045db2c872db8f4cbe3faa0495932d89c38c899c603f21e9b6486951a5ecb8f", size = 485835, upload-time = "2025-08-08T13:13:49.373Z" }, + { url = "https://files.pythonhosted.org/packages/7a/7b/4fc3b2ba62c352b2071bea9cfbad330fadda70579f617506ae1a2f129cab/safetensors-0.6.2-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:81e67e8bab9878bb568cffbc5f5e655adb38d2418351dc0859ccac158f753e19", size = 521503, upload-time = "2025-08-08T13:13:47.651Z" }, + { url = "https://files.pythonhosted.org/packages/5a/50/0057e11fe1f3cead9254315a6c106a16dd4b1a19cd247f7cc6414f6b7866/safetensors-0.6.2-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b0e4d029ab0a0e0e4fdf142b194514695b1d7d3735503ba700cf36d0fc7136ce", size = 652256, upload-time = "2025-08-08T13:13:53.167Z" }, + { url = "https://files.pythonhosted.org/packages/e9/29/473f789e4ac242593ac1656fbece6e1ecd860bb289e635e963667807afe3/safetensors-0.6.2-cp38-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:fa48268185c52bfe8771e46325a1e21d317207bcabcb72e65c6e28e9ffeb29c7", size = 747281, upload-time = "2025-08-08T13:13:54.656Z" }, + { url = "https://files.pythonhosted.org/packages/68/52/f7324aad7f2df99e05525c84d352dc217e0fa637a4f603e9f2eedfbe2c67/safetensors-0.6.2-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:d83c20c12c2d2f465997c51b7ecb00e407e5f94d7dec3ea0cc11d86f60d3fde5", size = 692286, upload-time = "2025-08-08T13:13:55.884Z" }, + { url = "https://files.pythonhosted.org/packages/ad/fe/cad1d9762868c7c5dc70c8620074df28ebb1a8e4c17d4c0cb031889c457e/safetensors-0.6.2-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:d944cea65fad0ead848b6ec2c37cc0b197194bec228f8020054742190e9312ac", size = 655957, upload-time = "2025-08-08T13:13:57.029Z" }, + { url = "https://files.pythonhosted.org/packages/59/a7/e2158e17bbe57d104f0abbd95dff60dda916cf277c9f9663b4bf9bad8b6e/safetensors-0.6.2-cp38-abi3-win32.whl", hash = "sha256:cab75ca7c064d3911411461151cb69380c9225798a20e712b102edda2542ddb1", size = 308926, upload-time = "2025-08-08T13:14:01.095Z" }, + { url = "https://files.pythonhosted.org/packages/2c/c3/c0be1135726618dc1e28d181b8c442403d8dbb9e273fd791de2d4384bcdd/safetensors-0.6.2-cp38-abi3-win_amd64.whl", hash = "sha256:c7b214870df923cbc1593c3faee16bec59ea462758699bd3fee399d00aac072c", size = 320192, upload-time = "2025-08-08T13:13:59.467Z" }, ] [[package]] @@ -1453,31 +1738,49 @@ wheels = [ [[package]] name = "scipy" -version = "1.16.0" +version = "1.16.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "numpy" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/81/18/b06a83f0c5ee8cddbde5e3f3d0bb9b702abfa5136ef6d4620ff67df7eee5/scipy-1.16.0.tar.gz", hash = "sha256:b5ef54021e832869c8cfb03bc3bf20366cbcd426e02a58e8a58d7584dfbb8f62", size = 30581216, upload-time = "2025-06-22T16:27:55.782Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/46/95/0746417bc24be0c2a7b7563946d61f670a3b491b76adede420e9d173841f/scipy-1.16.0-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:e9f414cbe9ca289a73e0cc92e33a6a791469b6619c240aa32ee18abdce8ab451", size = 36418162, upload-time = "2025-06-22T16:19:56.3Z" }, - { url = "https://files.pythonhosted.org/packages/19/5a/914355a74481b8e4bbccf67259bbde171348a3f160b67b4945fbc5f5c1e5/scipy-1.16.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:bbba55fb97ba3cdef9b1ee973f06b09d518c0c7c66a009c729c7d1592be1935e", size = 28465985, upload-time = "2025-06-22T16:20:01.238Z" }, - { url = "https://files.pythonhosted.org/packages/58/46/63477fc1246063855969cbefdcee8c648ba4b17f67370bd542ba56368d0b/scipy-1.16.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:58e0d4354eacb6004e7aa1cd350e5514bd0270acaa8d5b36c0627bb3bb486974", size = 20737961, upload-time = "2025-06-22T16:20:05.913Z" }, - { url = "https://files.pythonhosted.org/packages/93/86/0fbb5588b73555e40f9d3d6dde24ee6fac7d8e301a27f6f0cab9d8f66ff2/scipy-1.16.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:75b2094ec975c80efc273567436e16bb794660509c12c6a31eb5c195cbf4b6dc", size = 23377941, upload-time = "2025-06-22T16:20:10.668Z" }, - { url = "https://files.pythonhosted.org/packages/ca/80/a561f2bf4c2da89fa631b3cbf31d120e21ea95db71fd9ec00cb0247c7a93/scipy-1.16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6b65d232157a380fdd11a560e7e21cde34fdb69d65c09cb87f6cc024ee376351", size = 33196703, upload-time = "2025-06-22T16:20:16.097Z" }, - { url = "https://files.pythonhosted.org/packages/11/6b/3443abcd0707d52e48eb315e33cc669a95e29fc102229919646f5a501171/scipy-1.16.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1d8747f7736accd39289943f7fe53a8333be7f15a82eea08e4afe47d79568c32", size = 35083410, upload-time = "2025-06-22T16:20:21.734Z" }, - { url = "https://files.pythonhosted.org/packages/20/ab/eb0fc00e1e48961f1bd69b7ad7e7266896fe5bad4ead91b5fc6b3561bba4/scipy-1.16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:eb9f147a1b8529bb7fec2a85cf4cf42bdfadf9e83535c309a11fdae598c88e8b", size = 35387829, upload-time = "2025-06-22T16:20:27.548Z" }, - { url = "https://files.pythonhosted.org/packages/57/9e/d6fc64e41fad5d481c029ee5a49eefc17f0b8071d636a02ceee44d4a0de2/scipy-1.16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d2b83c37edbfa837a8923d19c749c1935ad3d41cf196006a24ed44dba2ec4358", size = 37841356, upload-time = "2025-06-22T16:20:35.112Z" }, - { url = "https://files.pythonhosted.org/packages/7c/a7/4c94bbe91f12126b8bf6709b2471900577b7373a4fd1f431f28ba6f81115/scipy-1.16.0-cp313-cp313-win_amd64.whl", hash = "sha256:79a3c13d43c95aa80b87328a46031cf52508cf5f4df2767602c984ed1d3c6bbe", size = 38403710, upload-time = "2025-06-22T16:21:54.473Z" }, - { url = "https://files.pythonhosted.org/packages/47/20/965da8497f6226e8fa90ad3447b82ed0e28d942532e92dd8b91b43f100d4/scipy-1.16.0-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:f91b87e1689f0370690e8470916fe1b2308e5b2061317ff76977c8f836452a47", size = 36813833, upload-time = "2025-06-22T16:20:43.925Z" }, - { url = "https://files.pythonhosted.org/packages/28/f4/197580c3dac2d234e948806e164601c2df6f0078ed9f5ad4a62685b7c331/scipy-1.16.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:88a6ca658fb94640079e7a50b2ad3b67e33ef0f40e70bdb7dc22017dae73ac08", size = 28974431, upload-time = "2025-06-22T16:20:51.302Z" }, - { url = "https://files.pythonhosted.org/packages/8a/fc/e18b8550048d9224426e76906694c60028dbdb65d28b1372b5503914b89d/scipy-1.16.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:ae902626972f1bd7e4e86f58fd72322d7f4ec7b0cfc17b15d4b7006efc385176", size = 21246454, upload-time = "2025-06-22T16:20:57.276Z" }, - { url = "https://files.pythonhosted.org/packages/8c/48/07b97d167e0d6a324bfd7484cd0c209cc27338b67e5deadae578cf48e809/scipy-1.16.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:8cb824c1fc75ef29893bc32b3ddd7b11cf9ab13c1127fe26413a05953b8c32ed", size = 23772979, upload-time = "2025-06-22T16:21:03.363Z" }, - { url = "https://files.pythonhosted.org/packages/4c/4f/9efbd3f70baf9582edf271db3002b7882c875ddd37dc97f0f675ad68679f/scipy-1.16.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:de2db7250ff6514366a9709c2cba35cb6d08498e961cba20d7cff98a7ee88938", size = 33341972, upload-time = "2025-06-22T16:21:11.14Z" }, - { url = "https://files.pythonhosted.org/packages/3f/dc/9e496a3c5dbe24e76ee24525155ab7f659c20180bab058ef2c5fa7d9119c/scipy-1.16.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e85800274edf4db8dd2e4e93034f92d1b05c9421220e7ded9988b16976f849c1", size = 35185476, upload-time = "2025-06-22T16:21:19.156Z" }, - { url = "https://files.pythonhosted.org/packages/ce/b3/21001cff985a122ba434c33f2c9d7d1dc3b669827e94f4fc4e1fe8b9dfd8/scipy-1.16.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4f720300a3024c237ace1cb11f9a84c38beb19616ba7c4cdcd771047a10a1706", size = 35570990, upload-time = "2025-06-22T16:21:27.797Z" }, - { url = "https://files.pythonhosted.org/packages/e5/d3/7ba42647d6709251cdf97043d0c107e0317e152fa2f76873b656b509ff55/scipy-1.16.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:aad603e9339ddb676409b104c48a027e9916ce0d2838830691f39552b38a352e", size = 37950262, upload-time = "2025-06-22T16:21:36.976Z" }, - { url = "https://files.pythonhosted.org/packages/eb/c4/231cac7a8385394ebbbb4f1ca662203e9d8c332825ab4f36ffc3ead09a42/scipy-1.16.0-cp313-cp313t-win_amd64.whl", hash = "sha256:f56296fefca67ba605fd74d12f7bd23636267731a72cb3947963e76b8c0a25db", size = 38515076, upload-time = "2025-06-22T16:21:45.694Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/f5/4a/b927028464795439faec8eaf0b03b011005c487bb2d07409f28bf30879c4/scipy-1.16.1.tar.gz", hash = "sha256:44c76f9e8b6e8e488a586190ab38016e4ed2f8a038af7cd3defa903c0a2238b3", size = 30580861, upload-time = "2025-07-27T16:33:30.834Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/93/0b/b5c99382b839854a71ca9482c684e3472badc62620287cbbdab499b75ce6/scipy-1.16.1-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:5451606823a5e73dfa621a89948096c6528e2896e40b39248295d3a0138d594f", size = 36533717, upload-time = "2025-07-27T16:28:51.706Z" }, + { url = "https://files.pythonhosted.org/packages/eb/e5/69ab2771062c91e23e07c12e7d5033a6b9b80b0903ee709c3c36b3eb520c/scipy-1.16.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:89728678c5ca5abd610aee148c199ac1afb16e19844401ca97d43dc548a354eb", size = 28570009, upload-time = "2025-07-27T16:28:57.017Z" }, + { url = "https://files.pythonhosted.org/packages/f4/69/bd75dbfdd3cf524f4d753484d723594aed62cfaac510123e91a6686d520b/scipy-1.16.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:e756d688cb03fd07de0fffad475649b03cb89bee696c98ce508b17c11a03f95c", size = 20841942, upload-time = "2025-07-27T16:29:01.152Z" }, + { url = "https://files.pythonhosted.org/packages/ea/74/add181c87663f178ba7d6144b370243a87af8476664d5435e57d599e6874/scipy-1.16.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:5aa2687b9935da3ed89c5dbed5234576589dd28d0bf7cd237501ccfbdf1ad608", size = 23498507, upload-time = "2025-07-27T16:29:05.202Z" }, + { url = "https://files.pythonhosted.org/packages/1d/74/ece2e582a0d9550cee33e2e416cc96737dce423a994d12bbe59716f47ff1/scipy-1.16.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0851f6a1e537fe9399f35986897e395a1aa61c574b178c0d456be5b1a0f5ca1f", size = 33286040, upload-time = "2025-07-27T16:29:10.201Z" }, + { url = "https://files.pythonhosted.org/packages/e4/82/08e4076df538fb56caa1d489588d880ec7c52d8273a606bb54d660528f7c/scipy-1.16.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fedc2cbd1baed37474b1924c331b97bdff611d762c196fac1a9b71e67b813b1b", size = 35176096, upload-time = "2025-07-27T16:29:17.091Z" }, + { url = "https://files.pythonhosted.org/packages/fa/79/cd710aab8c921375711a8321c6be696e705a120e3011a643efbbcdeeabcc/scipy-1.16.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2ef500e72f9623a6735769e4b93e9dcb158d40752cdbb077f305487e3e2d1f45", size = 35490328, upload-time = "2025-07-27T16:29:22.928Z" }, + { url = "https://files.pythonhosted.org/packages/71/73/e9cc3d35ee4526d784520d4494a3e1ca969b071fb5ae5910c036a375ceec/scipy-1.16.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:978d8311674b05a8f7ff2ea6c6bce5d8b45a0cb09d4c5793e0318f448613ea65", size = 37939921, upload-time = "2025-07-27T16:29:29.108Z" }, + { url = "https://files.pythonhosted.org/packages/21/12/c0efd2941f01940119b5305c375ae5c0fcb7ec193f806bd8f158b73a1782/scipy-1.16.1-cp313-cp313-win_amd64.whl", hash = "sha256:81929ed0fa7a5713fcdd8b2e6f73697d3b4c4816d090dd34ff937c20fa90e8ab", size = 38479462, upload-time = "2025-07-27T16:30:24.078Z" }, + { url = "https://files.pythonhosted.org/packages/7a/19/c3d08b675260046a991040e1ea5d65f91f40c7df1045fffff412dcfc6765/scipy-1.16.1-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:bcc12db731858abda693cecdb3bdc9e6d4bd200213f49d224fe22df82687bdd6", size = 36938832, upload-time = "2025-07-27T16:29:35.057Z" }, + { url = "https://files.pythonhosted.org/packages/81/f2/ce53db652c033a414a5b34598dba6b95f3d38153a2417c5a3883da429029/scipy-1.16.1-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:744d977daa4becb9fc59135e75c069f8d301a87d64f88f1e602a9ecf51e77b27", size = 29093084, upload-time = "2025-07-27T16:29:40.201Z" }, + { url = "https://files.pythonhosted.org/packages/a9/ae/7a10ff04a7dc15f9057d05b33737ade244e4bd195caa3f7cc04d77b9e214/scipy-1.16.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:dc54f76ac18073bcecffb98d93f03ed6b81a92ef91b5d3b135dcc81d55a724c7", size = 21365098, upload-time = "2025-07-27T16:29:44.295Z" }, + { url = "https://files.pythonhosted.org/packages/36/ac/029ff710959932ad3c2a98721b20b405f05f752f07344622fd61a47c5197/scipy-1.16.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:367d567ee9fc1e9e2047d31f39d9d6a7a04e0710c86e701e053f237d14a9b4f6", size = 23896858, upload-time = "2025-07-27T16:29:48.784Z" }, + { url = "https://files.pythonhosted.org/packages/71/13/d1ef77b6bd7898720e1f0b6b3743cb945f6c3cafa7718eaac8841035ab60/scipy-1.16.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:4cf5785e44e19dcd32a0e4807555e1e9a9b8d475c6afff3d21c3c543a6aa84f4", size = 33438311, upload-time = "2025-07-27T16:29:54.164Z" }, + { url = "https://files.pythonhosted.org/packages/2d/e0/e64a6821ffbb00b4c5b05169f1c1fddb4800e9307efe3db3788995a82a2c/scipy-1.16.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3d0b80fb26d3e13a794c71d4b837e2a589d839fd574a6bbb4ee1288c213ad4a3", size = 35279542, upload-time = "2025-07-27T16:30:00.249Z" }, + { url = "https://files.pythonhosted.org/packages/57/59/0dc3c8b43e118f1e4ee2b798dcc96ac21bb20014e5f1f7a8e85cc0653bdb/scipy-1.16.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8503517c44c18d1030d666cb70aaac1cc8913608816e06742498833b128488b7", size = 35667665, upload-time = "2025-07-27T16:30:05.916Z" }, + { url = "https://files.pythonhosted.org/packages/45/5f/844ee26e34e2f3f9f8febb9343748e72daeaec64fe0c70e9bf1ff84ec955/scipy-1.16.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:30cc4bb81c41831ecfd6dc450baf48ffd80ef5aed0f5cf3ea775740e80f16ecc", size = 38045210, upload-time = "2025-07-27T16:30:11.655Z" }, + { url = "https://files.pythonhosted.org/packages/8d/d7/210f2b45290f444f1de64bc7353aa598ece9f0e90c384b4a156f9b1a5063/scipy-1.16.1-cp313-cp313t-win_amd64.whl", hash = "sha256:c24fa02f7ed23ae514460a22c57eca8f530dbfa50b1cfdbf4f37c05b5309cc39", size = 38593661, upload-time = "2025-07-27T16:30:17.825Z" }, + { url = "https://files.pythonhosted.org/packages/81/ea/84d481a5237ed223bd3d32d6e82d7a6a96e34756492666c260cef16011d1/scipy-1.16.1-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:796a5a9ad36fa3a782375db8f4241ab02a091308eb079746bc0f874c9b998318", size = 36525921, upload-time = "2025-07-27T16:30:30.081Z" }, + { url = "https://files.pythonhosted.org/packages/4e/9f/d9edbdeff9f3a664807ae3aea383e10afaa247e8e6255e6d2aa4515e8863/scipy-1.16.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:3ea0733a2ff73fd6fdc5fecca54ee9b459f4d74f00b99aced7d9a3adb43fb1cc", size = 28564152, upload-time = "2025-07-27T16:30:35.336Z" }, + { url = "https://files.pythonhosted.org/packages/3b/95/8125bcb1fe04bc267d103e76516243e8d5e11229e6b306bda1024a5423d1/scipy-1.16.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:85764fb15a2ad994e708258bb4ed8290d1305c62a4e1ef07c414356a24fcfbf8", size = 20836028, upload-time = "2025-07-27T16:30:39.421Z" }, + { url = "https://files.pythonhosted.org/packages/77/9c/bf92e215701fc70bbcd3d14d86337cf56a9b912a804b9c776a269524a9e9/scipy-1.16.1-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:ca66d980469cb623b1759bdd6e9fd97d4e33a9fad5b33771ced24d0cb24df67e", size = 23489666, upload-time = "2025-07-27T16:30:43.663Z" }, + { url = "https://files.pythonhosted.org/packages/5e/00/5e941d397d9adac41b02839011594620d54d99488d1be5be755c00cde9ee/scipy-1.16.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e7cc1ffcc230f568549fc56670bcf3df1884c30bd652c5da8138199c8c76dae0", size = 33358318, upload-time = "2025-07-27T16:30:48.982Z" }, + { url = "https://files.pythonhosted.org/packages/0e/87/8db3aa10dde6e3e8e7eb0133f24baa011377d543f5b19c71469cf2648026/scipy-1.16.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3ddfb1e8d0b540cb4ee9c53fc3dea3186f97711248fb94b4142a1b27178d8b4b", size = 35185724, upload-time = "2025-07-27T16:30:54.26Z" }, + { url = "https://files.pythonhosted.org/packages/89/b4/6ab9ae443216807622bcff02690262d8184078ea467efee2f8c93288a3b1/scipy-1.16.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4dc0e7be79e95d8ba3435d193e0d8ce372f47f774cffd882f88ea4e1e1ddc731", size = 35554335, upload-time = "2025-07-27T16:30:59.765Z" }, + { url = "https://files.pythonhosted.org/packages/9c/9a/d0e9dc03c5269a1afb60661118296a32ed5d2c24298af61b676c11e05e56/scipy-1.16.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f23634f9e5adb51b2a77766dac217063e764337fbc816aa8ad9aaebcd4397fd3", size = 37960310, upload-time = "2025-07-27T16:31:06.151Z" }, + { url = "https://files.pythonhosted.org/packages/5e/00/c8f3130a50521a7977874817ca89e0599b1b4ee8e938bad8ae798a0e1f0d/scipy-1.16.1-cp314-cp314-win_amd64.whl", hash = "sha256:57d75524cb1c5a374958a2eae3d84e1929bb971204cc9d52213fb8589183fc19", size = 39319239, upload-time = "2025-07-27T16:31:59.942Z" }, + { url = "https://files.pythonhosted.org/packages/f2/f2/1ca3eda54c3a7e4c92f6acef7db7b3a057deb135540d23aa6343ef8ad333/scipy-1.16.1-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:d8da7c3dd67bcd93f15618938f43ed0995982eb38973023d46d4646c4283ad65", size = 36939460, upload-time = "2025-07-27T16:31:11.865Z" }, + { url = "https://files.pythonhosted.org/packages/80/30/98c2840b293a132400c0940bb9e140171dcb8189588619048f42b2ce7b4f/scipy-1.16.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:cc1d2f2fd48ba1e0620554fe5bc44d3e8f5d4185c8c109c7fbdf5af2792cfad2", size = 29093322, upload-time = "2025-07-27T16:31:17.045Z" }, + { url = "https://files.pythonhosted.org/packages/c1/e6/1e6e006e850622cf2a039b62d1a6ddc4497d4851e58b68008526f04a9a00/scipy-1.16.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:21a611ced9275cb861bacadbada0b8c0623bc00b05b09eb97f23b370fc2ae56d", size = 21365329, upload-time = "2025-07-27T16:31:21.188Z" }, + { url = "https://files.pythonhosted.org/packages/8e/02/72a5aa5b820589dda9a25e329ca752842bfbbaf635e36bc7065a9b42216e/scipy-1.16.1-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:8dfbb25dffc4c3dd9371d8ab456ca81beeaf6f9e1c2119f179392f0dc1ab7695", size = 23897544, upload-time = "2025-07-27T16:31:25.408Z" }, + { url = "https://files.pythonhosted.org/packages/2b/dc/7122d806a6f9eb8a33532982234bed91f90272e990f414f2830cfe656e0b/scipy-1.16.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f0ebb7204f063fad87fc0a0e4ff4a2ff40b2a226e4ba1b7e34bf4b79bf97cd86", size = 33442112, upload-time = "2025-07-27T16:31:30.62Z" }, + { url = "https://files.pythonhosted.org/packages/24/39/e383af23564daa1021a5b3afbe0d8d6a68ec639b943661841f44ac92de85/scipy-1.16.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f1b9e5962656f2734c2b285a8745358ecb4e4efbadd00208c80a389227ec61ff", size = 35286594, upload-time = "2025-07-27T16:31:36.112Z" }, + { url = "https://files.pythonhosted.org/packages/95/47/1a0b0aff40c3056d955f38b0df5d178350c3d74734ec54f9c68d23910be5/scipy-1.16.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5e1a106f8c023d57a2a903e771228bf5c5b27b5d692088f457acacd3b54511e4", size = 35665080, upload-time = "2025-07-27T16:31:42.025Z" }, + { url = "https://files.pythonhosted.org/packages/64/df/ce88803e9ed6e27fe9b9abefa157cf2c80e4fa527cf17ee14be41f790ad4/scipy-1.16.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:709559a1db68a9abc3b2c8672c4badf1614f3b440b3ab326d86a5c0491eafae3", size = 38050306, upload-time = "2025-07-27T16:31:48.109Z" }, + { url = "https://files.pythonhosted.org/packages/6e/6c/a76329897a7cae4937d403e623aa6aaea616a0bb5b36588f0b9d1c9a3739/scipy-1.16.1-cp314-cp314t-win_amd64.whl", hash = "sha256:c0c804d60492a0aad7f5b2bb1862f4548b990049e27e828391ff2bf6f7199998", size = 39427705, upload-time = "2025-07-27T16:31:53.96Z" }, ] [[package]] @@ -1537,14 +1840,14 @@ wheels = [ [[package]] name = "starlette" -version = "0.47.1" +version = "0.47.2" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "anyio" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0a/69/662169fdb92fb96ec3eaee218cf540a629d629c86d7993d9651226a6789b/starlette-0.47.1.tar.gz", hash = "sha256:aef012dd2b6be325ffa16698f9dc533614fb1cebd593a906b90dc1025529a79b", size = 2583072, upload-time = "2025-06-21T04:03:17.337Z" } +sdist = { url = "https://files.pythonhosted.org/packages/04/57/d062573f391d062710d4088fa1369428c38d51460ab6fedff920efef932e/starlette-0.47.2.tar.gz", hash = "sha256:6ae9aa5db235e4846decc1e7b79c4f346adf41e9777aebeb49dfd09bbd7023d8", size = 2583948, upload-time = "2025-07-20T17:31:58.522Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/82/95/38ef0cd7fa11eaba6a99b3c4f5ac948d8bc6ff199aabd327a29cc000840c/starlette-0.47.1-py3-none-any.whl", hash = "sha256:5e11c9f5c7c3f24959edbf2dffdc01bba860228acf657129467d8a7468591527", size = 72747, upload-time = "2025-06-21T04:03:15.705Z" }, + { url = "https://files.pythonhosted.org/packages/f7/1f/b876b1f83aef204198a42dc101613fefccb32258e5428b5f9259677864b4/starlette-0.47.2-py3-none-any.whl", hash = "sha256:c5847e96134e5c5371ee9fac6fdf1a67336d5815e09eb2a01fdb57a351ef915b", size = 72984, upload-time = "2025-07-20T17:31:56.738Z" }, ] [[package]] @@ -1553,8 +1856,14 @@ version = "0.1.0" source = { virtual = "." } dependencies = [ { name = "anthropic" }, + { name = "black" }, { name = "chromadb" }, { name = "fastapi" }, + { name = "flake8" }, + { name = "httpx" }, + { name = "isort" }, + { name = "pytest" }, + { name = "pytest-asyncio" }, { name = "python-dotenv" }, { name = "python-multipart" }, { name = "sentence-transformers" }, @@ -1564,8 +1873,14 @@ dependencies = [ [package.metadata] requires-dist = [ { name = "anthropic", specifier = "==0.58.2" }, + { name = "black", specifier = "==24.10.0" }, { name = "chromadb", specifier = "==1.0.15" }, { name = "fastapi", specifier = "==0.116.1" }, + { name = "flake8", specifier = "==7.1.1" }, + { name = "httpx", specifier = ">=0.27.0" }, + { name = "isort", specifier = "==5.13.2" }, + { name = "pytest", specifier = ">=8.4.1" }, + { name = "pytest-asyncio", specifier = ">=1.1.0" }, { name = "python-dotenv", specifier = "==1.1.1" }, { name = "python-multipart", specifier = "==0.0.20" }, { name = "sentence-transformers", specifier = "==5.0.0" }, @@ -1604,32 +1919,32 @@ wheels = [ [[package]] name = "tokenizers" -version = "0.21.2" +version = "0.21.4" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "huggingface-hub" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ab/2d/b0fce2b8201635f60e8c95990080f58461cc9ca3d5026de2e900f38a7f21/tokenizers-0.21.2.tar.gz", hash = "sha256:fdc7cffde3e2113ba0e6cc7318c40e3438a4d74bbc62bf04bcc63bdfb082ac77", size = 351545, upload-time = "2025-06-24T10:24:52.449Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c2/2f/402986d0823f8d7ca139d969af2917fefaa9b947d1fb32f6168c509f2492/tokenizers-0.21.4.tar.gz", hash = "sha256:fa23f85fbc9a02ec5c6978da172cdcbac23498c3ca9f3645c5c68740ac007880", size = 351253, upload-time = "2025-07-28T15:48:54.325Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/1d/cc/2936e2d45ceb130a21d929743f1e9897514691bec123203e10837972296f/tokenizers-0.21.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:342b5dfb75009f2255ab8dec0041287260fed5ce00c323eb6bab639066fef8ec", size = 2875206, upload-time = "2025-06-24T10:24:42.755Z" }, - { url = "https://files.pythonhosted.org/packages/6c/e6/33f41f2cc7861faeba8988e7a77601407bf1d9d28fc79c5903f8f77df587/tokenizers-0.21.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:126df3205d6f3a93fea80c7a8a266a78c1bd8dd2fe043386bafdd7736a23e45f", size = 2732655, upload-time = "2025-06-24T10:24:41.56Z" }, - { url = "https://files.pythonhosted.org/packages/33/2b/1791eb329c07122a75b01035b1a3aa22ad139f3ce0ece1b059b506d9d9de/tokenizers-0.21.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a32cd81be21168bd0d6a0f0962d60177c447a1aa1b1e48fa6ec9fc728ee0b12", size = 3019202, upload-time = "2025-06-24T10:24:31.791Z" }, - { url = "https://files.pythonhosted.org/packages/05/15/fd2d8104faa9f86ac68748e6f7ece0b5eb7983c7efc3a2c197cb98c99030/tokenizers-0.21.2-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8bd8999538c405133c2ab999b83b17c08b7fc1b48c1ada2469964605a709ef91", size = 2934539, upload-time = "2025-06-24T10:24:34.567Z" }, - { url = "https://files.pythonhosted.org/packages/a5/2e/53e8fd053e1f3ffbe579ca5f9546f35ac67cf0039ed357ad7ec57f5f5af0/tokenizers-0.21.2-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5e9944e61239b083a41cf8fc42802f855e1dca0f499196df37a8ce219abac6eb", size = 3248665, upload-time = "2025-06-24T10:24:39.024Z" }, - { url = "https://files.pythonhosted.org/packages/00/15/79713359f4037aa8f4d1f06ffca35312ac83629da062670e8830917e2153/tokenizers-0.21.2-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:514cd43045c5d546f01142ff9c79a96ea69e4b5cda09e3027708cb2e6d5762ab", size = 3451305, upload-time = "2025-06-24T10:24:36.133Z" }, - { url = "https://files.pythonhosted.org/packages/38/5f/959f3a8756fc9396aeb704292777b84f02a5c6f25c3fc3ba7530db5feb2c/tokenizers-0.21.2-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b1b9405822527ec1e0f7d8d2fdb287a5730c3a6518189c968254a8441b21faae", size = 3214757, upload-time = "2025-06-24T10:24:37.784Z" }, - { url = "https://files.pythonhosted.org/packages/c5/74/f41a432a0733f61f3d21b288de6dfa78f7acff309c6f0f323b2833e9189f/tokenizers-0.21.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fed9a4d51c395103ad24f8e7eb976811c57fbec2af9f133df471afcd922e5020", size = 3121887, upload-time = "2025-06-24T10:24:40.293Z" }, - { url = "https://files.pythonhosted.org/packages/3c/6a/bc220a11a17e5d07b0dfb3b5c628621d4dcc084bccd27cfaead659963016/tokenizers-0.21.2-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2c41862df3d873665ec78b6be36fcc30a26e3d4902e9dd8608ed61d49a48bc19", size = 9091965, upload-time = "2025-06-24T10:24:44.431Z" }, - { url = "https://files.pythonhosted.org/packages/6c/bd/ac386d79c4ef20dc6f39c4706640c24823dca7ebb6f703bfe6b5f0292d88/tokenizers-0.21.2-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:ed21dc7e624e4220e21758b2e62893be7101453525e3d23264081c9ef9a6d00d", size = 9053372, upload-time = "2025-06-24T10:24:46.455Z" }, - { url = "https://files.pythonhosted.org/packages/63/7b/5440bf203b2a5358f074408f7f9c42884849cd9972879e10ee6b7a8c3b3d/tokenizers-0.21.2-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:0e73770507e65a0e0e2a1affd6b03c36e3bc4377bd10c9ccf51a82c77c0fe365", size = 9298632, upload-time = "2025-06-24T10:24:48.446Z" }, - { url = "https://files.pythonhosted.org/packages/a4/d2/faa1acac3f96a7427866e94ed4289949b2524f0c1878512516567d80563c/tokenizers-0.21.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:106746e8aa9014a12109e58d540ad5465b4c183768ea96c03cbc24c44d329958", size = 9470074, upload-time = "2025-06-24T10:24:50.378Z" }, - { url = "https://files.pythonhosted.org/packages/d8/a5/896e1ef0707212745ae9f37e84c7d50269411aef2e9ccd0de63623feecdf/tokenizers-0.21.2-cp39-abi3-win32.whl", hash = "sha256:cabda5a6d15d620b6dfe711e1af52205266d05b379ea85a8a301b3593c60e962", size = 2330115, upload-time = "2025-06-24T10:24:55.069Z" }, - { url = "https://files.pythonhosted.org/packages/13/c3/cc2755ee10be859c4338c962a35b9a663788c0c0b50c0bdd8078fb6870cf/tokenizers-0.21.2-cp39-abi3-win_amd64.whl", hash = "sha256:58747bb898acdb1007f37a7bbe614346e98dc28708ffb66a3fd50ce169ac6c98", size = 2509918, upload-time = "2025-06-24T10:24:53.71Z" }, + { url = "https://files.pythonhosted.org/packages/98/c6/fdb6f72bf6454f52eb4a2510be7fb0f614e541a2554d6210e370d85efff4/tokenizers-0.21.4-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:2ccc10a7c3bcefe0f242867dc914fc1226ee44321eb618cfe3019b5df3400133", size = 2863987, upload-time = "2025-07-28T15:48:44.877Z" }, + { url = "https://files.pythonhosted.org/packages/8d/a6/28975479e35ddc751dc1ddc97b9b69bf7fcf074db31548aab37f8116674c/tokenizers-0.21.4-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:5e2f601a8e0cd5be5cc7506b20a79112370b9b3e9cb5f13f68ab11acd6ca7d60", size = 2732457, upload-time = "2025-07-28T15:48:43.265Z" }, + { url = "https://files.pythonhosted.org/packages/aa/8f/24f39d7b5c726b7b0be95dca04f344df278a3fe3a4deb15a975d194cbb32/tokenizers-0.21.4-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39b376f5a1aee67b4d29032ee85511bbd1b99007ec735f7f35c8a2eb104eade5", size = 3012624, upload-time = "2025-07-28T13:22:43.895Z" }, + { url = "https://files.pythonhosted.org/packages/58/47/26358925717687a58cb74d7a508de96649544fad5778f0cd9827398dc499/tokenizers-0.21.4-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2107ad649e2cda4488d41dfd031469e9da3fcbfd6183e74e4958fa729ffbf9c6", size = 2939681, upload-time = "2025-07-28T13:22:47.499Z" }, + { url = "https://files.pythonhosted.org/packages/99/6f/cc300fea5db2ab5ddc2c8aea5757a27b89c84469899710c3aeddc1d39801/tokenizers-0.21.4-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c73012da95afafdf235ba80047699df4384fdc481527448a078ffd00e45a7d9", size = 3247445, upload-time = "2025-07-28T15:48:39.711Z" }, + { url = "https://files.pythonhosted.org/packages/be/bf/98cb4b9c3c4afd8be89cfa6423704337dc20b73eb4180397a6e0d456c334/tokenizers-0.21.4-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f23186c40395fc390d27f519679a58023f368a0aad234af145e0f39ad1212732", size = 3428014, upload-time = "2025-07-28T13:22:49.569Z" }, + { url = "https://files.pythonhosted.org/packages/75/c7/96c1cc780e6ca7f01a57c13235dd05b7bc1c0f3588512ebe9d1331b5f5ae/tokenizers-0.21.4-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cc88bb34e23a54cc42713d6d98af5f1bf79c07653d24fe984d2d695ba2c922a2", size = 3193197, upload-time = "2025-07-28T13:22:51.471Z" }, + { url = "https://files.pythonhosted.org/packages/f2/90/273b6c7ec78af547694eddeea9e05de771278bd20476525ab930cecaf7d8/tokenizers-0.21.4-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:51b7eabb104f46c1c50b486520555715457ae833d5aee9ff6ae853d1130506ff", size = 3115426, upload-time = "2025-07-28T15:48:41.439Z" }, + { url = "https://files.pythonhosted.org/packages/91/43/c640d5a07e95f1cf9d2c92501f20a25f179ac53a4f71e1489a3dcfcc67ee/tokenizers-0.21.4-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:714b05b2e1af1288bd1bc56ce496c4cebb64a20d158ee802887757791191e6e2", size = 9089127, upload-time = "2025-07-28T15:48:46.472Z" }, + { url = "https://files.pythonhosted.org/packages/44/a1/dd23edd6271d4dca788e5200a807b49ec3e6987815cd9d0a07ad9c96c7c2/tokenizers-0.21.4-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:1340ff877ceedfa937544b7d79f5b7becf33a4cfb58f89b3b49927004ef66f78", size = 9055243, upload-time = "2025-07-28T15:48:48.539Z" }, + { url = "https://files.pythonhosted.org/packages/21/2b/b410d6e9021c4b7ddb57248304dc817c4d4970b73b6ee343674914701197/tokenizers-0.21.4-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:3c1f4317576e465ac9ef0d165b247825a2a4078bcd01cba6b54b867bdf9fdd8b", size = 9298237, upload-time = "2025-07-28T15:48:50.443Z" }, + { url = "https://files.pythonhosted.org/packages/b7/0a/42348c995c67e2e6e5c89ffb9cfd68507cbaeb84ff39c49ee6e0a6dd0fd2/tokenizers-0.21.4-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:c212aa4e45ec0bb5274b16b6f31dd3f1c41944025c2358faaa5782c754e84c24", size = 9461980, upload-time = "2025-07-28T15:48:52.325Z" }, + { url = "https://files.pythonhosted.org/packages/3d/d3/dacccd834404cd71b5c334882f3ba40331ad2120e69ded32cf5fda9a7436/tokenizers-0.21.4-cp39-abi3-win32.whl", hash = "sha256:6c42a930bc5f4c47f4ea775c91de47d27910881902b0f20e4990ebe045a415d0", size = 2329871, upload-time = "2025-07-28T15:48:56.841Z" }, + { url = "https://files.pythonhosted.org/packages/41/f2/fd673d979185f5dcbac4be7d09461cbb99751554ffb6718d0013af8604cb/tokenizers-0.21.4-cp39-abi3-win_amd64.whl", hash = "sha256:475d807a5c3eb72c59ad9b5fcdb254f6e17f53dfcbb9903233b0dfa9c943b597", size = 2507568, upload-time = "2025-07-28T15:48:55.456Z" }, ] [[package]] name = "torch" -version = "2.7.1" +version = "2.8.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "filelock" }, @@ -1656,14 +1971,14 @@ dependencies = [ { name = "typing-extensions" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/66/81/e48c9edb655ee8eb8c2a6026abdb6f8d2146abd1f150979ede807bb75dcb/torch-2.7.1-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:03563603d931e70722dce0e11999d53aa80a375a3d78e6b39b9f6805ea0a8d28", size = 98946649, upload-time = "2025-06-04T17:38:43.031Z" }, - { url = "https://files.pythonhosted.org/packages/3a/24/efe2f520d75274fc06b695c616415a1e8a1021d87a13c68ff9dce733d088/torch-2.7.1-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:d632f5417b6980f61404a125b999ca6ebd0b8b4bbdbb5fbbba44374ab619a412", size = 821033192, upload-time = "2025-06-04T17:38:09.146Z" }, - { url = "https://files.pythonhosted.org/packages/dd/d9/9c24d230333ff4e9b6807274f6f8d52a864210b52ec794c5def7925f4495/torch-2.7.1-cp313-cp313-win_amd64.whl", hash = "sha256:23660443e13995ee93e3d844786701ea4ca69f337027b05182f5ba053ce43b38", size = 216055668, upload-time = "2025-06-04T17:38:36.253Z" }, - { url = "https://files.pythonhosted.org/packages/95/bf/e086ee36ddcef9299f6e708d3b6c8487c1651787bb9ee2939eb2a7f74911/torch-2.7.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:0da4f4dba9f65d0d203794e619fe7ca3247a55ffdcbd17ae8fb83c8b2dc9b585", size = 68925988, upload-time = "2025-06-04T17:38:29.273Z" }, - { url = "https://files.pythonhosted.org/packages/69/6a/67090dcfe1cf9048448b31555af6efb149f7afa0a310a366adbdada32105/torch-2.7.1-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:e08d7e6f21a617fe38eeb46dd2213ded43f27c072e9165dc27300c9ef9570934", size = 99028857, upload-time = "2025-06-04T17:37:50.956Z" }, - { url = "https://files.pythonhosted.org/packages/90/1c/48b988870823d1cc381f15ec4e70ed3d65e043f43f919329b0045ae83529/torch-2.7.1-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:30207f672328a42df4f2174b8f426f354b2baa0b7cca3a0adb3d6ab5daf00dc8", size = 821098066, upload-time = "2025-06-04T17:37:33.939Z" }, - { url = "https://files.pythonhosted.org/packages/7b/eb/10050d61c9d5140c5dc04a89ed3257ef1a6b93e49dd91b95363d757071e0/torch-2.7.1-cp313-cp313t-win_amd64.whl", hash = "sha256:79042feca1c634aaf6603fe6feea8c6b30dfa140a6bbc0b973e2260c7e79a22e", size = 216336310, upload-time = "2025-06-04T17:36:09.862Z" }, - { url = "https://files.pythonhosted.org/packages/b1/29/beb45cdf5c4fc3ebe282bf5eafc8dfd925ead7299b3c97491900fe5ed844/torch-2.7.1-cp313-none-macosx_11_0_arm64.whl", hash = "sha256:988b0cbc4333618a1056d2ebad9eb10089637b659eb645434d0809d8d937b946", size = 68645708, upload-time = "2025-06-04T17:34:39.852Z" }, + { url = "https://files.pythonhosted.org/packages/10/4e/469ced5a0603245d6a19a556e9053300033f9c5baccf43a3d25ba73e189e/torch-2.8.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:2b2f96814e0345f5a5aed9bf9734efa913678ed19caf6dc2cddb7930672d6128", size = 101936856, upload-time = "2025-08-06T14:54:01.526Z" }, + { url = "https://files.pythonhosted.org/packages/16/82/3948e54c01b2109238357c6f86242e6ecbf0c63a1af46906772902f82057/torch-2.8.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:65616ca8ec6f43245e1f5f296603e33923f4c30f93d65e103d9e50c25b35150b", size = 887922844, upload-time = "2025-08-06T14:55:50.78Z" }, + { url = "https://files.pythonhosted.org/packages/e3/54/941ea0a860f2717d86a811adf0c2cd01b3983bdd460d0803053c4e0b8649/torch-2.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:659df54119ae03e83a800addc125856effda88b016dfc54d9f65215c3975be16", size = 241330968, upload-time = "2025-08-06T14:54:45.293Z" }, + { url = "https://files.pythonhosted.org/packages/de/69/8b7b13bba430f5e21d77708b616f767683629fc4f8037564a177d20f90ed/torch-2.8.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:1a62a1ec4b0498930e2543535cf70b1bef8c777713de7ceb84cd79115f553767", size = 73915128, upload-time = "2025-08-06T14:54:34.769Z" }, + { url = "https://files.pythonhosted.org/packages/15/0e/8a800e093b7f7430dbaefa80075aee9158ec22e4c4fc3c1a66e4fb96cb4f/torch-2.8.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:83c13411a26fac3d101fe8035a6b0476ae606deb8688e904e796a3534c197def", size = 102020139, upload-time = "2025-08-06T14:54:39.047Z" }, + { url = "https://files.pythonhosted.org/packages/4a/15/5e488ca0bc6162c86a33b58642bc577c84ded17c7b72d97e49b5833e2d73/torch-2.8.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:8f0a9d617a66509ded240add3754e462430a6c1fc5589f86c17b433dd808f97a", size = 887990692, upload-time = "2025-08-06T14:56:18.286Z" }, + { url = "https://files.pythonhosted.org/packages/b4/a8/6a04e4b54472fc5dba7ca2341ab219e529f3c07b6941059fbf18dccac31f/torch-2.8.0-cp313-cp313t-win_amd64.whl", hash = "sha256:a7242b86f42be98ac674b88a4988643b9bc6145437ec8f048fea23f72feb5eca", size = 241603453, upload-time = "2025-08-06T14:55:22.945Z" }, + { url = "https://files.pythonhosted.org/packages/04/6e/650bb7f28f771af0cb791b02348db8b7f5f64f40f6829ee82aa6ce99aabe/torch-2.8.0-cp313-none-macosx_11_0_arm64.whl", hash = "sha256:7b677e17f5a3e69fdef7eb3b9da72622f8d322692930297e4ccb52fefc6c8211", size = 73632395, upload-time = "2025-08-06T14:55:28.645Z" }, ] [[package]] @@ -1680,7 +1995,7 @@ wheels = [ [[package]] name = "transformers" -version = "4.53.2" +version = "4.55.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "filelock" }, @@ -1694,21 +2009,21 @@ dependencies = [ { name = "tokenizers" }, { name = "tqdm" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/4c/67/80f51466ec447028fd84469b208eb742533ce06cc8fad2e3181380199e5c/transformers-4.53.2.tar.gz", hash = "sha256:6c3ed95edfb1cba71c4245758f1b4878c93bf8cde77d076307dacb2cbbd72be2", size = 9201233, upload-time = "2025-07-11T12:39:08.742Z" } +sdist = { url = "https://files.pythonhosted.org/packages/27/5d/f7dc746eef83336a6b34197311fe0c1da0d1192f637c726c6a5cf0d83502/transformers-4.55.0.tar.gz", hash = "sha256:15aa138a05d07a15b30d191ea2c45e23061ebf9fcc928a1318e03fe2234f3ae1", size = 9569089, upload-time = "2025-08-05T16:13:48.997Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/96/88/beb33a79a382fcd2aed0be5222bdc47f41e4bfe7aaa90ae1374f1d8ea2af/transformers-4.53.2-py3-none-any.whl", hash = "sha256:db8f4819bb34f000029c73c3c557e7d06fc1b8e612ec142eecdae3947a9c78bf", size = 10826609, upload-time = "2025-07-11T12:39:05.461Z" }, + { url = "https://files.pythonhosted.org/packages/1c/93/bcb22fb52ed65084c0199270832aa4cdd4b41296d896f3e7ade188bccb68/transformers-4.55.0-py3-none-any.whl", hash = "sha256:29d9b8800e32a4a831bb16efb5f762f6a9742fef9fce5d693ed018d19b106490", size = 11267905, upload-time = "2025-08-05T16:13:34.814Z" }, ] [[package]] name = "triton" -version = "3.3.1" +version = "3.4.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "setuptools" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/74/1f/dfb531f90a2d367d914adfee771babbd3f1a5b26c3f5fbc458dee21daa78/triton-3.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b89d846b5a4198317fec27a5d3a609ea96b6d557ff44b56c23176546023c4240", size = 155673035, upload-time = "2025-05-29T23:40:02.468Z" }, - { url = "https://files.pythonhosted.org/packages/28/71/bd20ffcb7a64c753dc2463489a61bf69d531f308e390ad06390268c4ea04/triton-3.3.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a3198adb9d78b77818a5388bff89fa72ff36f9da0bc689db2f0a651a67ce6a42", size = 155735832, upload-time = "2025-05-29T23:40:10.522Z" }, + { url = "https://files.pythonhosted.org/packages/30/7b/0a685684ed5322d2af0bddefed7906674f67974aa88b0fae6e82e3b766f6/triton-3.4.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00be2964616f4c619193cb0d1b29a99bd4b001d7dc333816073f92cf2a8ccdeb", size = 155569223, upload-time = "2025-07-30T19:58:44.017Z" }, + { url = "https://files.pythonhosted.org/packages/20/63/8cb444ad5cdb25d999b7d647abac25af0ee37d292afc009940c05b82dda0/triton-3.4.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7936b18a3499ed62059414d7df563e6c163c5e16c3773678a3ee3d417865035d", size = 155659780, upload-time = "2025-07-30T19:58:51.171Z" }, ] [[package]]