Bar chart with timeseries index not displaying depending on proximity of the times
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描述
Found an issue causing a bar chart to display nothing when displaying timeseries data. It seems to be caused by having stacked data at two points which are very close in time (e.g. 12:00:00 and 12:00:01) and then one point much further away (e.g. 17:00:00).
import pandas as pd
import plotly.express as px
times = ['2020-12-18 02:15:00', '2020-12-18 02:15:00', '2020-12-18 02:15:00', '2020-12-18 02:15:01']
#times = ['2020-12-18 02:15:00', '2020-12-18 02:15:00', '2020-12-18 02:15:00', '2020-12-18 02:15:00'] <-- works
vals = [10, 50, 20, 350, 250]
# Uncomment to cause bar chart to display no data
# times.append('2020-12-18 13:00:00')
# vals.append(1)
df = pd.DataFrame(list(zip(times, vals)),
columns =['DT', 'Val'])
df['DT'] = pd.to_datetime(df['DT'])
df = df.set_index('DT')
fig = px.bar(df, x=df.index, y=df['Val'])
fig.show()
- The code unchanged displays the figure fine

- If you uncomment the two append lines, adding in a data point which is further away, then the figure is empty

- If you uncomment the two append lines and changes the initial times list so that they are all :00, the figure displays fine

Therefore it seems to be caused by having points at 02:15:00 / 02:15:01 and then a point much later at 13:00:00
Thanks
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调研方向
首先运行该 issue 的 pandas 和 Plotly Express 复现,先使用相近的时间戳,然后添加 13:00:00 这一数据点。在两种情况下比较生成的 figure 数据或渲染结果;当柱状图能够在失败的情况下显示所提供的时间序列数据,同时不破坏正常工作的示例时,即视为完成。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- pandas, plotly, python
- 领域
- data-visualization
- Issue 类型
- 缺陷
- 难度
- 3/5
- 预计耗时
- 1-2 天
- 活跃度
- 停滞
- 描述清晰度
- 基本清楚
- 新手友好度
- 35/100