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Learn about line charts in Azure Databricks and how to migrate from the legacy Line charts. Azure Databricks has three types of line charts: Line and legacy charts Line (v2) and Line (v1).
Line has custom plot options: setting a Y-axis range, showing or hiding markers, and applying log scale to the Y-axis and a built-in toolbar that supports a rich set of client-side interactions.
In addition, Line, Line (v2), and Line (v1) charts treat time-series data in different ways:
Line and Line (v2) | Line (v1) |
---|---|
Date and timestamp are supported. Line (v2) formats a date to local time. |
Date and timestamp are treated as text. |
Key can only be date, timestamp, or number. | Key can be of any type. |
X-axis is ordered: - Natural, linear ordering of date, timestamp, and number. - Gaps in time appear as gaps on the chart. |
X-axis is categorical: - Not ordered unless the data is ordered. - Gaps in time do not appear on the chart. |
The notebook in this example converts the date as string into timestamp (including time zone) using unix_timestamp
.
To migrate to Line from Line (v1) or Line (v2):
Click
next to the bar chart
and select Line.
For a Line (v1) chart, if the key column is not a date, timestamp, or number, you must parse the column to a date, timestamp, or number explicitly as demonstrated in the following notebook.
To use legacy line charts, select them from the Legacy Charts drop-down menu.