waveassist 0.0.8

WaveAssist Python SDK for storing and retrieving structured data

Here's the updated README reflecting the new flexible init() behavior, .env support, and auto-resolution flow:

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# WaveAssist Python SDK 🌊

WaveAssist makes it simple to store and retrieve data in your WaveAssist.io workflows.

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## ✨ Features

- 🔐 One-line `init()` to connect with your project
- ⚙️ Automatically works on local and cloud (worker) environments
- 📦 Store and retrieve data (DataFrames, JSON, strings)
- 🧠 LLM-friendly function names (`init`, `store_data`, `fetch_data`)
- 📁 Auto-serialization for common Python objects
- ✅ Built for automation workflows, cron jobs, and AI pipelines

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## 🚀 Getting Started

### 1. Install

```bash
pip install waveassist

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2. Initialize the SDK

import waveassist

# Option 1: Use no arguments (recommended)
waveassist.init()

# Will auto-resolve from:
# 1. Explicit args (if passed)
# 2. .env file (WA_UID, WA_PROJECT_KEY, WA_ENV_KEY)
# 3. Worker-injected credentials (on WaveAssist cloud)

# Option 2: Use explicit arguments
waveassist.init(
    token="your-user-id-or-api-token",
    project_key="your-project-id",
    environment_key="optional-env"  # Defaults to <project_key>_default
)

🛠 Setting up .env (for local runs)

uid=your-user-id
project_key=your-project-key

#optional
environment_key=your-env-key  # optional

This file will be ignored by Git if you use our default .gitignore.

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3. Store Data

🧾 Store a string

waveassist.store_data("welcome_message", "Hello, world!")

📊 Store a DataFrame

import pandas as pd

df = pd.DataFrame({"name": ["Alice", "Bob"], "score": [95, 88]})
waveassist.store_data("user_scores", df)

🧠 Store JSON/dict/array

profile = {"name": "Alice", "age": 30}
waveassist.store_data("profile_data", profile)

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4. Fetch Data

result = waveassist.fetch_data("user_scores")

# Will return:
# - A DataFrame (if stored as one)
# - A dict/list (if stored as JSON)
# - A string (if stored as text)

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🧪 Running Tests

If you’re not using pytest, just run the test script directly:

python tests/run_tests.py

✅ Includes tests for:

• String roundtrip
• JSON/dict roundtrip
• DataFrame roundtrip
• Error if init() is not called

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🛠 Project Structure

WaveAssist/
├── waveassist/
│   ├── __init__.py          # init(), store_data(), fetch_data()
│   ├── _config.py           # Global config vars
│   └── ...
├── tests/
│   └── run_tests.py         # Manual test runner

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📌 Notes

• Data is stored in your WaveAssist backend (e.g. MongoDB) as serialized content
• store_data() auto-detects the object type and serializes it (CSV/JSON/text)
• fetch_data() deserializes it back to the right Python object

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🧠 Example Use Case

import waveassist
waveassist.init()  # Auto-initialized from .env or worker

# Store GitHub PR data
waveassist.store_data("latest_pr", {
    "title": "Fix bug in auth",
    "author": "alice",
    "status": "open"
})

# Later, fetch it for further processing
pr = waveassist.fetch_data("latest_pr")
print(pr["title"])

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🤝 Contributing

Want to add formats, features, or cloud extensions? PRs welcome!

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📬 Contact

Need help or have feedback? Reach out at [e-mail] or open an issue.

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© 2025 WaveAssist