license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# InstructionFineTuneKustoQuery

tags: training, Azure, Dataset

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'InstructionFineTuneKustoQuery' dataset consists of various user queries and corresponding Kusto Query Language (KQL) queries. It is designed for machine learning practitioners to train models that automatically convert user instructions into efficient KQL queries for Azure Monitor. The dataset is essential for improving user experience by automating query creation and reducing the learning curve for KQL.

**CSV Content Preview:**

```csv
id,user_query,kql_query,label
1,"Show me all instances of failed login attempts in the last 24 hours","SecurityEvents | where TimeGenerated > ago(24h) | summarize count() by Computer",AutomaticQueryConversion
2,"I want to know how many calls were made to the service during peak hours", "Calls | where StartTime > ago(8h) and StartTime < ago(12h) | summarize count() by StartTime",AutomaticQueryConversion
3,"Can you fetch the top 10 most used services in the production environment this month?", "ServiceLogs | where Environment == 'Production' and TimeGenerated > ago(30d) | summarize count() by Service | top 10 by count()",AutomaticQueryConversion
4,"I need to review the performance metrics for the SQL database over the past week", "PerformanceMetrics | where ResourceType == 'SQLDatabase' and TimeGenerated > ago(7d)",AutomaticQueryConversion
5,"I am looking for any unusual activity in the server logs from the last 48 hours", "ServerLogs | where TimeGenerated > ago(48h) and EventCategory == 'UnusualActivity'",AutomaticQueryConversion
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'instruction finetuning dataset for Kusto QUery':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=instruction+finetuning+dataset+for+Kusto+QUery&dataset=InstructionFineTuneKustoQuery&tags=training,+Azure,+Dataset
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
