analytics-ingest 0.1.76

- Updated the logic of flush and graphql.

🚗 Analytics Ingest Client

A lightweight Python library to batch and send automotive telemetry — like signals, DTCs, GPS, and network stats — to a GraphQL backend.

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🔧 Features

• Python 3.11+ support
• Clean, single-class interface: IcsAnalytics
• In-memory caching for resolved IDs
• Smart batching (by time, count, or signal limit)
• Async-safe request queuing (1 request at a time)
• Minimal dependencies
• Easy to integrate and test
• Supports Signals, DTCs, GPS, and Network Stats ingestion

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📦 Installation

pip install analytics-ingest

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🚀 Quick Usage

from analytics_ingest import IcsAnalytics

client = IcsAnalytics(
    device_id=123,
    vehicle_id=456,
    fleet_id=789,
    org_id=1011,
    graphql_endpoint="https://your-backend/graphql",
    batch_size=100,
    batch_interval_seconds=10,
    max_signal_count=100
)

# Add a signal
client.add_signal({
    'name': 'VehicleIdentificationNumber',
    'unit': '',
    'messageName': 'BusQuery_IDDecoding_F190_VSSAL', 
    'networkName': 'Cluster_6_TestTool',
    'ecuName': '',
    'arbId': '',
    'fileId': '1234',
    'paramType': 'TEXT',
    'signalType': 'DID',
    'messageDate': '2025-07-15T01:40:00.000000',
    'paramId': 'F190',
    'data': [{
        'value': 0.04,
        'time': '1970-01-07T18:28:54Z',
        'svalue':''
    }, # more data objects
    ]
})

# Add DTCs
client.add_dtc({
    'messageName': 'DTC Message99B049',
    'name': 'DTC Message99B049',
    'networkName': 'Cluster_6_TestTool',
    'ecuName': 'VCU_Android_GAS',
    'ecuId': '14DA80F1',
    'messageDate': '2025-07-15T01:42:20.385429',
    'fileId': '1234',
    'data': [{
        'dtcId': 'B19B0-49',
        'description': 'Head-Up Display - Internal Electronic Failure',
        'status': '2F',
        'time': '2025-07-15T01:42:15.979524'
    }, # more data objects. 
    ]
})

# Add GPS
client.add_gps({
    "time": "2025-07-28T12:34:56.789Z",
    "latitude": 37.7749,
    "longitude": -122.4194,
    "accuracy": 10.5,
    "altitude": 120.3,
    "speed": 45.2,
    "bearing": 75.0,
    "available": {
        "accuracy": True,
        "altitude": True,
        "bearing": False,
        "speed": True,
        "time": True
    }
})

# Add Network Stats
client.add_network_stats({
    "name": "CAN1",
    "vehicleId": 456,
    "uploadId": 1,
    "totalMessages": 1000,
    "matchedMessages": 950,
    "unmatchedMessages": 50,
    "errorMessages": 0,
    "longMessageParts": 0,
    "rate": 500.0
})

client.add_network_stats({
    'name': 'jacobs',
    'vehicleId': 9539366,
    'uploadId': 4255,
    'totalMessages': 222,
    'matchedMessages': 139,
    'unmatchedMessages': 0,
    'errorMessages': 27,
    'longMessageParts': 21,
    'maxTime': '2025-08-01T11:06:53.947Z',
    'minTime': '2025-08-01T11:06:53.947Z',
    'rate': 59.44
})

# Flush remaining data before exit
client.flush()
client.close()

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⚙️ Config Options

Set through constructor or environment variables.

Param	Description	Default
device_id	Device ID (required)	–
vehicle_id	Vehicle ID (required)	–
fleet_id	Fleet ID (required)	–
org_id	Org ID (required)	–
graphql_endpoint	GraphQL endpoint	–
batch_size	Max items per batch	100
batch_interval_seconds	Time-based flush interval	10
max_signal_count	Max signals before flush	100

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🛠️ Error Handling & Logging

• Raises exceptions for bad input or backend failures
• Use logging instead of print in production
• Automatically retries failed batches on next interval

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🧪 Testing

Run all tests:

PYTHONPATH=src python3 -m unittest discover -s tests -v

Build and publish:

# change version and description in .toml file
rm -rf dist/
python3 -m build
python -m twine upload dist/*

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💡 Improvements & Roadmap

• Full async API support
• Runtime config updates
• More usage examples
• Metrics & monitoring hooks
• Linting/type-checking in CI

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🤝 Contributing

We welcome PRs and issues! Please follow PEP8 and include tests with any changes.

One-Time Setup

pip install pre-commit
pre-commit install

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🏁 Dev Quick Start

git clone http://lustra.intrepidcs.corp/ics/wivi/ipa-py-library.git
cd analytics-ingest

# Setup virtual environment
python3.11 -m venv venv3.11
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
# Uses pyproject.toml – no requirements.txt
pip install -e .[dev]

Test ingestion logic:

PYTHONPATH=src python3 test_auto_flush_by_signal_count.py

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📄 License

MIT License Readme.txt 4 KB