From ef3abdf0a87b5379ebac2be931d9759bb0ad4959 Mon Sep 17 00:00:00 2001 From: goodroot <9484709+goodroot@users.noreply.github.com> Date: Wed, 18 Dec 2024 12:55:29 -0800 Subject: [PATCH] Adds powerbi third-party tool (#108) --- documentation/sidebars.js | 1 + documentation/third-party-tools/overview.md | 1 + documentation/third-party-tools/powerbi.md | 135 ++++++++++++++++++++ static/images/docs/powerbi/powerbi-1.webp | Bin 0 -> 21782 bytes static/images/docs/powerbi/powerbi-2.webp | Bin 0 -> 31874 bytes 5 files changed, 137 insertions(+) create mode 100644 documentation/third-party-tools/powerbi.md create mode 100644 static/images/docs/powerbi/powerbi-1.webp create mode 100644 static/images/docs/powerbi/powerbi-2.webp diff --git a/documentation/sidebars.js b/documentation/sidebars.js index 6b70f145..61d4509d 100644 --- a/documentation/sidebars.js +++ b/documentation/sidebars.js @@ -449,6 +449,7 @@ module.exports = { "third-party-tools/grafana", "third-party-tools/kafka", "third-party-tools/redpanda", + "third-party-tools/powerbi", "third-party-tools/pandas", "third-party-tools/prometheus", "third-party-tools/qstudio", diff --git a/documentation/third-party-tools/overview.md b/documentation/third-party-tools/overview.md index 58e23a52..42adaa55 100644 --- a/documentation/third-party-tools/overview.md +++ b/documentation/third-party-tools/overview.md @@ -43,6 +43,7 @@ integrations: Enhance your data analysis and processing capabilities with QuestDB through these tools: +- [**PowerBI**](/docs/third-party-tools/powerbi/): Create interactive data visualizations and dashboards. - [Pandas](/docs/third-party-tools/pandas/): Analyze [time-series data](/blog/what-is-time-series-data/) in Python with powerful data structures. - [MindsDB](/docs/third-party-tools/mindsdb/): Build machine learning models for diff --git a/documentation/third-party-tools/powerbi.md b/documentation/third-party-tools/powerbi.md new file mode 100644 index 00000000..3b169d6f --- /dev/null +++ b/documentation/third-party-tools/powerbi.md @@ -0,0 +1,135 @@ +--- +title: PowerBI +description: "Guide for using PowerBI with QuestDB. Use the top performing QuestDB database to build your PowerBI dashboards." +--- + +import Screenshot from "@theme/Screenshot" + +This guide demonstrates how to connect QuestDB with Microsoft PowerBI to create +interactive data visualizations and dashboards. + +## Prerequisites + +- [QuestDB](/docs/quick-start) running locally or remotely +- [PowerBI Desktop](https://powerbi.microsoft.com/) installed + +## Connection Setup + +QuestDB utilizes a fully featured PostgreSQL Wire Protocol (PGWire). As such, +setup for PowerBI mirrors the standard PostgreSQL connection setup. The benefit +is the performance profile of QuestDB, and its powerful time-series SQL extensions, +with the simplicity of the PGWire protocol. + + +1. Open PowerBI Desktop + +2. Click "Get Data" in the Home tab + + + +3. Select "Database" → "PostgreSQL" + + + +4. Enter your QuestDB connection details: + - Server: `localhost` (or your server address) + - Database: `qdb` + - Data Connectivity mode: `Import` + - Advanced options (optional): + - Port: `8812` (default QuestDB PGWire port) + - Command timeout: Adjust based on your query complexity + +5. Select: + - Database authentication: + - User: `admin` + - Password: `quest` + +6. Click "Connect" + +## Working with Data + +1. In the Navigator window, select the tables you want to analyze +2. Click "Transform Data" to modify the data or "Load" to import it directly +3. Create visualizations by dragging fields onto the report canvas +4. Save your report and publish it to PowerBI Service if needed + +## Using Custom SQL + +To leverage QuestDB-specific features like `SAMPLE BY` and `LATEST ON`, you can use custom SQL: + +1. In the "Get Data" dialog, click "Advanced options" +2. Enter your SQL query in the "SQL statement" field +3. Click "OK" to execute + +> Remember, you must include a timestamp column when using functions like `SAMPLE BY`. + +Here are some useful query examples: + +```questdb-sql +-- Get 1-hour samples of sensor readings +SELECT + timestamp, + avg(temperature) as avg_temp, + avg(humidity) as avg_humidity +FROM sensors +WHERE timestamp >= dateadd('d', -7, now()) +SAMPLE BY 1h; + +-- Get latest reading for each sensor +SELECT * FROM sensors +LATEST ON timestamp PARTITION BY sensor_id; + +-- Combine SAMPLE BY with multiple aggregations +SELECT + timestamp, + symbol, + max(price) max_price, + min(price) min_price, + avg(price) avg_price +FROM trades +WHERE timestamp >= dateadd('M', -1, now()) +SAMPLE BY 1d +ALIGN TO CALENDAR; +``` + +## Best Practices + +- Leverage [timestamps](/docs/guides/working-with-timestamps-timezones/) functions for time-series analysis +- Explore various [aggregation functions](/docs/reference/function/aggregation/) to suit your data needs +- Consider using powerful [window functions](/docs/reference/function/window/) to perform complex calculations +- For large datasets, use incremental refresh in PowerBI + +## Caveats + +### Date Table Limitations + +QuestDB currently cannot be used as a source for PowerBI's "Mark as Date Table" feature. This means: + +- You cannot mark QuestDB tables as date tables in PowerBI +- Some time intelligence functions in PowerBI may not be available +- If you need date table functionality, consider creating it in PowerBI or using another data source + +:::tip + +If you'd like QuestDB to support this feature, please add a 👍 to [this GitHub issue](https://github.com/questdb/questdb/issues/5208). + +::: + +## Troubleshooting + +- If connection fails, verify your QuestDB instance is running and accessible +- Ensure PGWire is enabled in your QuestDB configuration + - `pg.enabled=true` - see [configuration](/docs/configuration/) for more details +- Check that the port `8812` is open and not blocked by firewalls +- For timeout errors, adjust the command timeout in advanced options + +## Further Reading + +- [QuestDB PGWire](/docs/reference/api/postgres/) +- [PowerBI Documentation](https://docs.microsoft.com/en-us/power-bi/) \ No newline at end of file diff --git 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