Description
Using the latest Plotly v6.0.0, my Flask web application no longer correctly displays a Plotly figure. While axes, background, and title renders, the plot displays an empty region with no data where a set of lines should be. The Flask UI receives a JSON string of a Plotly figure using json.dumps(fig, cls=plotly.utils.PlotlyJSONEncoder)
.
Comparing between prod (v5.24.1) and dev (6.0.0) version of app shows embedded base64 encoding in bdata
elements within the JSON content. And release notes indicate the following changes:
Update plotly.py to use base64 encoding of typed arrays e.g. numpy in plotly JSON to keep precision intact and improve performance #4470.
With this update, should I use a different class other than PlotlyJSONEncoder
for JSON string rendering of Plotly figures?
Reproducible Example
Python
import json
import pandas as pd
import plotly
import plotly.graph_objects as go
mexico_frame = pd.DataFrame({'year': {0: 2015, 1: 2016, 2: 2017, 3: 2018, 4: 2019, 5: 2020, 6: 2021, 7: 2022, 8: 2015, 9: 2016, 10: 2017, 11: 2018, 12: 2019, 13: 2020, 14: 2021, 15: 2022, 16: 2015, 17: 2016, 18: 2017, 19: 2018, 20: 2019, 21: 2020, 22: 2021, 23: 2022, 24: 2015, 25: 2016, 26: 2017, 27: 2018, 28: 2019, 29: 2020, 30: 2021, 31: 2022, 32: 2015, 33: 2016, 34: 2017, 35: 2018, 36: 2019, 37: 2020, 38: 2021, 39: 2022, 40: 2015, 41: 2016, 42: 2017, 43: 2018, 44: 2019, 45: 2020, 46: 2021, 47: 2022, 48: 2015, 49: 2016, 50: 2017, 51: 2018, 52: 2019, 53: 2020, 54: 2021, 55: 2022}, 'iso2': {0: 'MX', 1: 'MX', 2: 'MX', 3: 'MX', 4: 'MX', 5: 'MX', 6: 'MX', 7: 'MX', 8: 'MX', 9: 'MX', 10: 'MX', 11: 'MX', 12: 'MX', 13: 'MX', 14: 'MX', 15: 'MX', 16: 'MX', 17: 'MX', 18: 'MX', 19: 'MX', 20: 'MX', 21: 'MX', 22: 'MX', 23: 'MX', 24: 'MX', 25: 'MX', 26: 'MX', 27: 'MX', 28: 'MX', 29: 'MX', 30: 'MX', 31: 'MX', 32: 'MX', 33: 'MX', 34: 'MX', 35: 'MX', 36: 'MX', 37: 'MX', 38: 'MX', 39: 'MX', 40: 'MX', 41: 'MX', 42: 'MX', 43: 'MX', 44: 'MX', 45: 'MX', 46: 'MX', 47: 'MX', 48: 'MX', 49: 'MX', 50: 'MX', 51: 'MX', 52: 'MX', 53: 'MX', 54: 'MX', 55: 'MX'}, 'country': {0: 'Mexico', 1: 'Mexico', 2: 'Mexico', 3: 'Mexico', 4: 'Mexico', 5: 'Mexico', 6: 'Mexico', 7: 'Mexico', 8: 'Mexico', 9: 'Mexico', 10: 'Mexico', 11: 'Mexico', 12: 'Mexico', 13: 'Mexico', 14: 'Mexico', 15: 'Mexico', 16: 'Mexico', 17: 'Mexico', 18: 'Mexico', 19: 'Mexico', 20: 'Mexico', 21: 'Mexico', 22: 'Mexico', 23: 'Mexico', 24: 'Mexico', 25: 'Mexico', 26: 'Mexico', 27: 'Mexico', 28: 'Mexico', 29: 'Mexico', 30: 'Mexico', 31: 'Mexico', 32: 'Mexico', 33: 'Mexico', 34: 'Mexico', 35: 'Mexico', 36: 'Mexico', 37: 'Mexico', 38: 'Mexico', 39: 'Mexico', 40: 'Mexico', 41: 'Mexico', 42: 'Mexico', 43: 'Mexico', 44: 'Mexico', 45: 'Mexico', 46: 'Mexico', 47: 'Mexico', 48: 'Mexico', 49: 'Mexico', 50: 'Mexico', 51: 'Mexico', 52: 'Mexico', 53: 'Mexico', 54: 'Mexico', 55: 'Mexico'}, 'metric_id': {0: 9, 1: 9, 2: 9, 3: 9, 4: 9, 5: 9, 6: 9, 7: 9, 8: 9, 9: 9, 10: 9, 11: 9, 12: 9, 13: 9, 14: 9, 15: 9, 16: 9, 17: 9, 18: 9, 19: 9, 20: 9, 21: 9, 22: 9, 23: 9, 24: 9, 25: 9, 26: 9, 27: 9, 28: 9, 29: 9, 30: 9, 31: 9, 32: 9, 33: 9, 34: 9, 35: 9, 36: 9, 37: 9, 38: 9, 39: 9, 40: 9, 41: 9, 42: 9, 43: 9, 44: 9, 45: 9, 46: 9, 47: 9, 48: 9, 49: 9, 50: 9, 51: 9, 52: 9, 53: 9, 54: 9, 55: 9}, 'metric': {0: 'Ecological Footprint per person', 1: 'Ecological Footprint per person', 2: 'Ecological Footprint per person', 3: 'Ecological Footprint per person', 4: 'Ecological Footprint per person', 5: 'Ecological Footprint per person', 6: 'Ecological Footprint per person', 7: 'Ecological Footprint per person', 8: 'Ecological Footprint per person', 9: 'Ecological Footprint per person', 10: 'Ecological Footprint per person', 11: 'Ecological Footprint per person', 12: 'Ecological Footprint per person', 13: 'Ecological Footprint per person', 14: 'Ecological Footprint per person', 15: 'Ecological Footprint per person', 16: 'Ecological Footprint per person', 17: 'Ecological Footprint per person', 18: 'Ecological Footprint per person', 19: 'Ecological Footprint per person', 20: 'Ecological Footprint per person', 21: 'Ecological Footprint per person', 22: 'Ecological Footprint per person', 23: 'Ecological Footprint per person', 24: 'Ecological Footprint per person', 25: 'Ecological Footprint per person', 26: 'Ecological Footprint per person', 27: 'Ecological Footprint per person', 28: 'Ecological Footprint per person', 29: 'Ecological Footprint per person', 30: 'Ecological Footprint per person', 31: 'Ecological Footprint per person', 32: 'Ecological Footprint per person', 33: 'Ecological Footprint per person', 34: 'Ecological Footprint per person', 35: 'Ecological Footprint per person', 36: 'Ecological Footprint per person', 37: 'Ecological Footprint per person', 38: 'Ecological Footprint per person', 39: 'Ecological Footprint per person', 40: 'Ecological Footprint per person', 41: 'Ecological Footprint per person', 42: 'Ecological Footprint per person', 43: 'Ecological Footprint per person', 44: 'Ecological Footprint per person', 45: 'Ecological Footprint per person', 46: 'Ecological Footprint per person', 47: 'Ecological Footprint per person', 48: 'Ecological Footprint per person', 49: 'Ecological Footprint per person', 50: 'Ecological Footprint per person', 51: 'Ecological Footprint per person', 52: 'Ecological Footprint per person', 53: 'Ecological Footprint per person', 54: 'Ecological Footprint per person', 55: 'Ecological Footprint per person'}, 'note': {0: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 1: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 2: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 3: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 4: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 5: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 6: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 7: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 8: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 9: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 10: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 11: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 12: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 13: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 14: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 15: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 16: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 17: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 18: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 19: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 20: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 21: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 22: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 23: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 24: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 25: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 26: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 27: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 28: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 29: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 30: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 31: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 32: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 33: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 34: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 35: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 36: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 37: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 38: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 39: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 40: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 41: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 42: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 43: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 44: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 45: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 46: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 47: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 48: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 49: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 50: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 51: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 52: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 53: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 54: 'Ecological Footprint of consumption in global hectares (gha) divided by population', 55: 'Ecological Footprint of consumption in global hectares (gha) divided by population'}, 'footprint_type': {0: 'builtupLand', 1: 'builtupLand', 2: 'builtupLand', 3: 'builtupLand', 4: 'builtupLand', 5: 'builtupLand', 6: 'builtupLand', 7: 'builtupLand', 8: 'carbon', 9: 'carbon', 10: 'carbon', 11: 'carbon', 12: 'carbon', 13: 'carbon', 14: 'carbon', 15: 'carbon', 16: 'cropLand', 17: 'cropLand', 18: 'cropLand', 19: 'cropLand', 20: 'cropLand', 21: 'cropLand', 22: 'cropLand', 23: 'cropLand', 24: 'fishingGround', 25: 'fishingGround', 26: 'fishingGround', 27: 'fishingGround', 28: 'fishingGround', 29: 'fishingGround', 30: 'fishingGround', 31: 'fishingGround', 32: 'forestLand', 33: 'forestLand', 34: 'forestLand', 35: 'forestLand', 36: 'forestLand', 37: 'forestLand', 38: 'forestLand', 39: 'forestLand', 40: 'grazingLand', 41: 'grazingLand', 42: 'grazingLand', 43: 'grazingLand', 44: 'grazingLand', 45: 'grazingLand', 46: 'grazingLand', 47: 'grazingLand', 48: 'total', 49: 'total', 50: 'total', 51: 'total', 52: 'total', 53: 'total', 54: 'total', 55: 'total'}, 'footprint_value': {0: 0.06998590647491501, 1: 0.07470568681825901, 2: 0.08089834521584001, 3: 0.08131535835414301, 4: 0.08437062872542, 5: 0.081877766078983, 6: 0.08226062967613301, 7: 0.08256117303348401, 8: 1.45299322354663, 9: 1.39674909997343, 10: 1.39675783668407, 11: 1.30509984067737, 12: 1.28630084494473, 13: 1.03612887068416, 14: 1.18958351222326, 15: 1.14254018173385, 16: 0.5597860304132211, 17: 0.5790942193074811, 18: 0.571234212047664, 19: 0.5711844221103021, 20: 0.560660759884935, 21: 0.49932535845387405, 22: 0.496539177731512, 23: 0.49342762983491606, 24: 0.116064280674846, 25: 0.11975863871968, 26: 0.11903431489980601, 27: 0.11361905819041701, 28: 0.10693797175441101, 29: 0.10230798395573201, 30: 0.10173711662881701, 31: 0.101099584032299, 32: 0.260319967669921, 33: 0.26654267401659404, 34: 0.281096560106174, 35: 0.278314696587597, 36: 0.26435168814146504, 37: 0.267845144452164, 38: 0.266350597929709, 39: 0.26468151987924904, 40: 0.23192434947102, 41: 0.23252356700818103, 42: 0.22898262872433803, 43: 0.222846437626832, 44: 0.21798902382889102, 45: 0.20332102496109902, 46: 0.202186515946873, 47: 0.200919520195826, 48: 2.69107375825056, 49: 2.66937388584362, 50: 2.67800389767789, 51: 2.57237981354666, 52: 2.52061091727985, 53: 2.19080614858601, 54: 2.3386575501363, 55: 2.28522960870963}})
def build_graph(frame: pd.DataFrame) -> str:
trace = go.Scatter(
x=frame.query("footprint_type == 'total'")["year"],
y=frame.query("footprint_type == 'total'")["footprint_value"],
dx=1,
dy=1,
text=frame.query("footprint_type == 'total'")["footprint_type"],
name="total",
mode="lines+markers",
hoverinfo="x+y+text",
textposition="top center",
marker=dict(showscale=False, size=2, line_width=0),
)
layout = go.Layout(
title=dict(
text=f'{frame["country"].iat[0]}: {frame["metric"].iat[0]}',
font_size=16
),
showlegend=False,
hovermode="closest",
margin=dict(b=20, l=5, r=5, t=40),
title_x=0.5,
font_family="Arial",
title_font_family="Arial",
legend_title_font_family="Arial",
yaxis=dict(tickformat=".2f"),
annotations=[
dict(
text=frame["note"].iat[0],
showarrow=False,
xref="paper",
yref="paper",
x=0.0,
y=-0.1,
)
],
)
fig = go.Figure(data=[trace], layout=layout)
for ftype in [
"builtupLand",
"cropLand",
"forestLand",
"fishingGround",
"grazingLand",
"carbon",
]:
q = "footprint_type == @ftype"
fig.add_trace(
go.Scatter(
x=frame.query(q)["year"],
y=frame.query(q)["footprint_value"],
text=frame.query(q)["footprint_type"],
hoverinfo="x+y+text",
name=(ftype.replace("Land", " land").replace("Ground", " ground")),
mode="lines+markers",
connectgaps=True,
marker=dict(showscale=False, size=2, line_width=0),
)
)
fig.update_layout(
showlegend=True,
legend=dict(orientation="h", xanchor="center", yanchor="top", x=0.5, y=1.0),
margin=dict(l=20, r=20, t=35, b=40),
)
return json.dumps(fig, cls=plotly.utils.PlotlyJSONEncoder)
print(build_graph(mexico_frame))
Production (v5.24.1) vs Development (v6.0.0)
Comparing between my production and development version of same code generates following differences viewable on https://jsfiddle.net.
Prod (no issue with desired plot display)
HTML
<body>
<div id="cons-footprint-plot" class="chart"></div>
</body>
JS
var graphs = {"data": [{"dx": 1, "dy": 1, "hoverinfo": "x+y+text", "marker": {"line": {"width": 0}, "showscale": false, "size": 2}, "mode": "lines+markers", "name": "total", "text": ["total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total", "total"], "textposition": "top center", "x": [1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022], "y": [2.07630830849152, 2.00874943595944, 1.99068211445437, 2.01641382915592, 1.91629237308816, 1.9328807751123, 2.01675331932545, 2.00197643427104, 1.98674011917152, 2.1370388480144, 2.10368681058998, 2.07989181194314, 2.26105928162359, 2.37987775148131, 2.37551912379596, 2.25931223567278, 2.24999993624751, 2.321226207037, 2.42122022921399, 2.6040626570312497, 2.70161183018488, 2.50231694850833, 2.33261784868637, 2.44373322624395, 2.52960889670879, 2.3545055176894802, 2.37820010662579, 2.50396443379012, 2.5807674937113, 2.59314295364264, 2.6398760268405, 2.60358360545381, 2.6386090283306, 2.83561656481768, 2.64108842432268, 3.06268626752021, 3.03825301080676, 3.03017845674158, 4.17126059815816, 3.09137710985913, 3.5684140915108, 3.19017969374877, 2.83935084717272, 2.76359946386932, 3.02830088722433, 3.12622191610183, 3.21184358080122, 3.26084690768218, 3.00079136419209, 3.32717386995855, 2.92856662511405, 3.0615947042148, 2.81671344682771, 2.67579216065001, 2.69107375825056, 2.66937388584362, 2.67800389767789, 2.57237981354666, 2.52061091727985, 2.19080614858601, 2.3386575501363, 2.28522960870963], "type": "scatter"}, {"connectgaps": true, "hoverinfo": "x+y+text", "marker": {"line": {"width": 0}, "showscale": false, "size": 2}, "mode": "lines+markers", "name": "builtup land", "text": ["builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand", "builtupLand"], "x": [1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022], "y": [0.03245943435903, 0.035854722462993004, 0.037696562575276, 0.043067257309990004, 0.048044262100798006, 0.05044532335020101, 0.050111018968271005, 0.05148680756993201, 0.052106699077198004, 0.05764138424140901, 0.057638385332446, 0.056501650060211, 0.05660039707375301, 0.05608298769311001, 0.058261944555497006, 0.053568306282318005, 0.053249345621606006, 0.061381935299485005, 0.05814714075185601, 0.06337544906204501, 0.063480415439467, 0.06239502718202101, 0.06285905569646001, 0.065678042295921, 0.068119155255598, 0.073266335968349, 0.072113296958541, 0.065916151984864, 0.064179482893038, 0.063019753049664, 0.057627820956871, 0.059628543677374, 0.060263965023301, 0.059519097295128005, 0.060723150093367005, 0.062888994513938, 0.06226645533148901, 0.065527817321574, 0.06386793488579101, 0.06138880520711801, 0.06587458822223101, 0.06170090642650101, 0.063964242402271, 0.066112322641696, 0.064519548012492, 0.065502702863102, 0.065227888940574, 0.066180795861803, 0.062827033657923, 0.06552349916918, 0.060156189114244, 0.06474202479339501, 0.070897982035673, 0.070776031370718, 0.06998590647491501, 0.07470568681825901, 0.08089834521584001, 0.08131535835414301, 0.08437062872542, 0.081877766078983, 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Plotly.plot('cons-footprint-plot', graphs, {}, {responsive: true});
Dev (empty line plots)
HTML
<body>
<div id="cons-footprint-plot" class="chart"></div>
</body>
JS
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