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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "id": "0b202351", |
| 6 | + "metadata": {}, |
| 7 | + "source": [ |
| 8 | + "# Sift Client Ingestion Basic Example\n", |
| 9 | + "\n", |
| 10 | + "This notebook demonstrates some examples features of SiftClient ingestion\n", |
| 11 | + "- Initializing the Sift client\n", |
| 12 | + "- Creating an ingestion config\n", |
| 13 | + "- Creating a run\n", |
| 14 | + "- Creating and sending flows\n" |
| 15 | + ] |
| 16 | + }, |
| 17 | + { |
| 18 | + "cell_type": "code", |
| 19 | + "execution_count": null, |
| 20 | + "id": "02268d76", |
| 21 | + "metadata": { |
| 22 | + "vscode": { |
| 23 | + "languageId": "plaintext" |
| 24 | + } |
| 25 | + }, |
| 26 | + "outputs": [], |
| 27 | + "source": [ |
| 28 | + "import asyncio\n", |
| 29 | + "import random\n", |
| 30 | + "import time\n", |
| 31 | + "from datetime import datetime, timezone\n", |
| 32 | + "\n", |
| 33 | + "from sift_client import SiftClient, SiftConnectionConfig\n", |
| 34 | + "from sift_client.sift_types import (\n", |
| 35 | + " ChannelConfig,\n", |
| 36 | + " ChannelDataType,\n", |
| 37 | + " FlowConfig,\n", |
| 38 | + " IngestionConfigCreate,\n", |
| 39 | + " RunCreate,\n", |
| 40 | + ")\n", |
| 41 | + "\n", |
| 42 | + "\n", |
| 43 | + "async def main():\n", |
| 44 | + " connection_config = SiftConnectionConfig(\n", |
| 45 | + " api_key=\"my_api_key\",\n", |
| 46 | + " grpc_url=\"sift_grpc_url\",\n", |
| 47 | + " rest_url=\"sift_rest_url\",\n", |
| 48 | + " )\n", |
| 49 | + "\n", |
| 50 | + " client = SiftClient(connection_config=connection_config)\n", |
| 51 | + "\n", |
| 52 | + " # Ingestion configs are created using SiftClient types\n", |
| 53 | + " ingestion_config = IngestionConfigCreate(\n", |
| 54 | + " asset_name=\"sift_rover_1\",\n", |
| 55 | + " flows=[\n", |
| 56 | + " FlowConfig(\n", |
| 57 | + " name=\"onboard_sensors\",\n", |
| 58 | + " channels=[\n", |
| 59 | + " ChannelConfig(name=\"motor_temp\", unit=\"C\", data_type=ChannelDataType.DOUBLE),\n", |
| 60 | + " ChannelConfig(\n", |
| 61 | + " name=\"tank_pressure\", unit=\"kPa\", data_type=ChannelDataType.DOUBLE\n", |
| 62 | + " ),\n", |
| 63 | + " ],\n", |
| 64 | + " )\n", |
| 65 | + " ],\n", |
| 66 | + " )\n", |
| 67 | + "\n", |
| 68 | + " run = RunCreate(name=\"sift_rover-\" + str(int(time.time())))\n", |
| 69 | + "\n", |
| 70 | + " async with await client.async_.ingestion.create_ingestion_config_streaming_client(\n", |
| 71 | + " ingestion_config=ingestion_config,\n", |
| 72 | + " run=run,\n", |
| 73 | + " ) as ingest_client:\n", |
| 74 | + " while True:\n", |
| 75 | + " # Flows can be generated easily from the ingest client\n", |
| 76 | + " flow_config = ingest_client.get_flow_config(flow_name=\"onboard_sensors\")\n", |
| 77 | + " flow = flow_config.as_flow(\n", |
| 78 | + " timestamp=datetime.now(timezone.utc),\n", |
| 79 | + " values={\n", |
| 80 | + " \"motor_temp\": 50.0 + random.random() * 5.0,\n", |
| 81 | + " \"tank_pressure\": 2000.0 + random.random() * 100.0,\n", |
| 82 | + " },\n", |
| 83 | + " )\n", |
| 84 | + " # Ingest the flow with .send()\n", |
| 85 | + " await ingest_client.send(flow=flow)\n", |
| 86 | + "\n", |
| 87 | + " await asyncio.sleep(1)\n", |
| 88 | + "\n", |
| 89 | + "\n", |
| 90 | + "if __name__ == \"__main__\":\n", |
| 91 | + " asyncio.run(main())\n" |
| 92 | + ] |
| 93 | + } |
| 94 | + ], |
| 95 | + "metadata": { |
| 96 | + "language_info": { |
| 97 | + "name": "python" |
| 98 | + } |
| 99 | + }, |
| 100 | + "nbformat": 4, |
| 101 | + "nbformat_minor": 5 |
| 102 | +} |
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