Merge pull request #16 from microsoft/gz-gh-1203

docs: split example questions and kql code file into 6 files for automation

Author: DocGailZhou

docs/fabric_data_agent/example_kql_code_1.md

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+events
+| summarize 
+    EventCount = count(),
+    SpeedMean = round(avg(Speed), 2),
+    SpeedStdev = round(stdev(Speed), 2),
+    SpeedMin = round(min(Speed), 1),
+    SpeedMax = round(max(Speed), 1),
+    TempMean = round(avg(Temperature), 2),
+    TempStdev = round(stdev(Temperature), 2),
+    TempMin = round(min(Temperature), 1),
+    TempMax = round(max(Temperature), 1),
+    DefectMean = round(avg(DefectProbability), 4),
+    DefectStdev = round(stdev(DefectProbability), 4),
+    DefectMin = round(min(DefectProbability), 4),
+    DefectMax = round(max(DefectProbability), 4)
+by AssetId
+| order by AssetId
+

docs/fabric_data_agent/example_kql_code_2.md

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+events
+| summarize 
+    Events = count(),
+    MinDefect = round(min(DefectProbability), 4),
+    MaxDefect = round(max(DefectProbability), 4),
+    MeanDefect = round(avg(DefectProbability), 4),
+    MedianDefect = round(percentile(DefectProbability, 50), 4),
+    StdDevDefect = round(stdev(DefectProbability), 4),
+    P95Defect = round(percentile(DefectProbability, 95), 4),
+    Above5Percent = countif(DefectProbability > 0.05),
+    Above10Percent = countif(DefectProbability > 0.10),
+    Above15Percent = countif(DefectProbability > 0.15)
+by AssetId
+| extend 
+    MeanPercent = round(MeanDefect * 100, 2),
+    MedianPercent = round(MedianDefect * 100, 2),
+    P95Percent = round(P95Defect * 100, 2)
+| extend
+    QualityIssueRate = round(Above5Percent * 100.0 / Events, 1),
+    HighDefectRate = round(Above10Percent * 100.0 / Events, 1),
+    CriticalDefectRate = round(Above15Percent * 100.0 / Events, 1)
+| order by MeanPercent asc
+

docs/fabric_data_agent/example_kql_code_3.md

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+events 
+| summarize 
+    EventCount = count(),
+    DateFrom = min(Timestamp),
+    DateTo = max(Timestamp),
+    UniqueAssets = dcount(AssetId),
+    AvgSpeed = round(avg(Speed), 1),
+    AvgTemp = round(avg(Temperature), 1),
+    AvgDefectRate = round(avg(DefectProbability) * 100, 2)
+

docs/fabric_data_agent/example_queries.md

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+Can you show me the baseline statistics and performance ranges for each asset?

docs/fabric_data_agent/example_question_1.md

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+What are the detailed defect statistics and quality issue rates by asset?

docs/fabric_data_agent/example_question_2.md

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+Can you give me a high-level overview of our manufacturing data and operations?