Usage

The most basic example for usage is:

from driviz import theme

theme.enable()

Enable the theme

The following code enables the theme for creating a plot inspired on this example:

import random

import altair as alt
import numpy as np
import pandas as pd

from driviz import theme

alt.data_transformers.disable_max_rows()

theme.enable()

variety = [f"V{i}" for i in range(10)]
site = [f"site{i:02d}" for i in range(14)]
k = 10000
rng = np.random.default_rng()
random_df = pd.DataFrame(
    data={
        "yield": rng.random(k),
        "variety": random.choices(variety, k=k),
        "site": random.choices(site, k=k),
    }
)
selection = alt.selection_point(fields=["site"], bind="legend")
bars = (
    alt.Chart(random_df)
    .mark_bar()
    .encode(
        x=alt.X("sum(yield):Q", stack="zero"),
        y=alt.Y("variety:N", title="Variety"),
        color=alt.Color("site", title="Site"),
        opacity=alt.condition(selection, alt.value(1), alt.value(0.2)),
    )
    .add_params(selection)
)
text = (
    alt.Chart(random_df)
    .mark_text(dx=-15, dy=3, color="white")
    .encode(
        x=alt.X("sum(yield):Q", stack="zero"),
        y=alt.Y("variety:N"),
        detail="site:N",
        text=alt.Text("sum(yield):Q", format=".1f"),
    )
)
chart = (bars + text).properties(title="Example chart", height=300)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-638fab5f163bedc1eb6859b8a3ff90aa" }, "datasets": { "data-638fab5f163bedc1eb6859b8a3ff90aa": [ { "site": "site09", "variety": "V7", "yield": 0.38524130403195866 }, { "site": "site13", "variety": "V4", "yield": 0.6401806745482652 }, { "site": "site02", "variety": "V1", "yield": 0.5472522367119672 }, { "site": "site10", "variety": "V0", "yield": 0.5588604414853081 }, { "site": "site10", "variety": "V7", "yield": 0.20776928305891518 }, { "site": "site01", "variety": "V8", "yield": 0.9027478921318517 }, { "site": "site03", "variety": "V3", "yield": 0.5220980634801415 }, { "site": "site13", "variety": "V1", "yield": 0.8748760913826702 }, { "site": "site11", "variety": "V4", "yield": 0.25138633621862516 }, { "site": "site10", "variety": "V8", "yield": 0.44765512736269497 }, { "site": "site12", "variety": "V6", "yield": 0.09825959073508961 }, { "site": "site09", "variety": "V8", "yield": 0.6137836373490821 }, { "site": "site04", "variety": "V8", "yield": 0.9431875675323184 }, { "site": "site03", "variety": "V9", "yield": 0.8734158460122077 }, { "site": "site07", "variety": "V3", "yield": 0.2833430298030911 }, { "site": "site01", "variety": "V4", "yield": 0.5904033531348621 }, { "site": "site03", "variety": "V4", "yield": 0.47821069160931307 }, { "site": "site01", "variety": "V6", "yield": 0.6792298944430376 }, { "site": "site13", "variety": "V6", "yield": 0.39655307126694195 }, { "site": "site04", "variety": "V2", "yield": 0.8672175040845977 }, { "site": "site00", "variety": "V6", "yield": 0.6867268937065941 }, { "site": "site00", "variety": "V7", "yield": 0.04520829223548806 }, { "site": "site03", "variety": "V6", "yield": 0.49271700620742653 }, { "site": "site05", "variety": "V9", "yield": 0.5280454831114941 }, { "site": "site11", "variety": "V2", "yield": 0.7463995362830973 }, { "site": "site06", "variety": "V5", "yield": 0.6412768786290293 }, { "site": "site11", "variety": "V4", "yield": 0.9026465345265504 }, { "site": "site04", "variety": "V3", "yield": 0.7817905016359198 }, { "site": "site09", "variety": "V0", "yield": 0.04324757868355078 }, { "site": "site10", "variety": "V5", "yield": 0.056735833423945725 }, { "site": "site03", "variety": "V9", "yield": 0.9247195011830303 }, { "site": "site12", "variety": "V5", "yield": 0.6822007492788948 }, { "site": "site11", "variety": "V1", "yield": 0.8069419718797485 }, { "site": "site05", "variety": "V0", "yield": 0.40653274946136686 }, { "site": "site10", "variety": "V1", "yield": 0.8210362236712028 }, { "site": "site11", "variety": "V4", "yield": 0.42759306677128206 }, { "site": "site09", "variety": "V9", "yield": 0.5214100284381871 }, { "site": "site08", "variety": "V3", "yield": 0.8521902657841258 }, { "site": "site13", "variety": "V6", "yield": 0.793489538803066 }, { "site": "site00", "variety": "V4", "yield": 0.3761896281131969 }, { "site": "site11", "variety": "V2", "yield": 0.23328770004850952 }, { "site": "site09", "variety": "V1", "yield": 0.5337379667834425 }, { "site": "site13", "variety": "V0", "yield": 0.5462047177818444 }, { "site": "site03", "variety": "V6", "yield": 0.34060786110442054 }, { "site": "site10", "variety": "V7", "yield": 0.1985106234927656 }, { "site": "site00", "variety": "V2", "yield": 0.3613647744804679 }, { "site": "site05", "variety": "V4", "yield": 0.3918643173929409 }, { "site": "site05", "variety": "V7", "yield": 0.29412018868393475 }, { "site": "site11", "variety": "V1", "yield": 0.6016354011253969 }, { "site": "site12", "variety": "V4", "yield": 0.3791346887544651 }, { "site": "site04", "variety": "V7", "yield": 0.41630032251553073 }, { "site": "site11", "variety": "V4", "yield": 0.6532098424563495 }, { "site": "site00", "variety": "V5", "yield": 0.5739052014628806 }, { "site": "site02", "variety": "V6", "yield": 0.5592391041157007 }, { "site": "site07", "variety": "V5", "yield": 0.15247513488918352 }, { "site": "site07", "variety": "V4", "yield": 0.6629677459314122 }, { "site": "site12", "variety": "V3", "yield": 0.37401836884116935 }, { "site": "site01", "variety": "V0", "yield": 0.14849450238022477 }, { "site": "site05", "variety": "V9", "yield": 0.48363284286078156 }, { "site": "site08", "variety": "V6", "yield": 0.7596074685751484 }, { "site": "site02", "variety": "V9", "yield": 0.6261756373009774 }, { "site": "site07", "variety": "V7", "yield": 0.06761475974850839 }, { "site": "site07", "variety": "V6", "yield": 0.539054438240477 }, { "site": "site00", "variety": "V3", "yield": 0.03538225186196298 }, { "site": "site07", "variety": "V2", "yield": 0.1587049835598927 }, { "site": "site01", "variety": "V3", "yield": 0.9403053568574827 }, { "site": "site09", "variety": "V8", "yield": 0.029204803503104282 }, { "site": "site03", "variety": "V4", "yield": 0.591921198919878 }, { "site": "site02", "variety": "V2", "yield": 0.02142733254117113 }, { "site": "site04", "variety": "V7", "yield": 0.19890100121603793 }, { "site": "site03", "variety": "V0", "yield": 0.3640445465747484 }, { "site": "site09", "variety": "V6", "yield": 0.2532527812761727 }, { "site": "site11", "variety": "V4", "yield": 0.8079071356274645 }, { "site": "site13", "variety": "V8", "yield": 0.06794821685156882 }, { "site": "site13", "variety": "V3", "yield": 0.44453186987563487 }, { "site": "site13", "variety": "V5", "yield": 0.22570063475424207 }, { "site": "site12", "variety": "V9", "yield": 0.9645197235627454 }, { "site": "site02", "variety": "V5", "yield": 0.04012365472389612 }, { "site": "site09", "variety": "V3", "yield": 0.16161364874046846 }, { "site": "site03", "variety": "V3", "yield": 0.8260746679996748 }, { "site": "site08", "variety": "V6", "yield": 0.8661447316242505 }, { "site": "site13", "variety": "V3", "yield": 0.7915392276873134 }, { "site": "site05", "variety": "V9", "yield": 0.6366719109071602 }, { "site": "site06", "variety": "V4", "yield": 0.8172945195378883 }, { "site": "site06", "variety": "V1", "yield": 0.8017722935114768 }, { "site": "site10", "variety": "V1", "yield": 0.4127177995939466 }, { "site": "site12", "variety": "V0", "yield": 0.23675075395218537 }, { "site": "site10", "variety": "V3", "yield": 0.6760694588167664 }, { "site": "site08", "variety": "V0", "yield": 0.7410245646328638 }, { "site": "site10", "variety": "V8", "yield": 0.8482041500670097 }, { "site": "site03", "variety": "V4", "yield": 0.5494745148017655 }, { "site": "site12", "variety": "V7", "yield": 0.7266755500990337 }, { "site": "site06", "variety": "V1", "yield": 0.02938843116241674 }, { "site": "site10", "variety": "V7", "yield": 0.25706937257627216 }, { "site": "site02", "variety": "V1", "yield": 0.9353419011420823 }, { "site": "site13", "variety": "V9", "yield": 0.02803734255798951 }, { "site": "site13", "variety": "V2", "yield": 0.044984376807520654 }, { "site": "site08", "variety": "V2", "yield": 0.02646129988248236 }, { "site": "site04", "variety": "V5", "yield": 0.5939126663887233 }, { "site": "site13", "variety": "V2", "yield": 0.24525856706905147 }, { "site": "site13", "variety": "V2", "yield": 0.968787220157193 }, { "site": "site11", "variety": "V3", "yield": 0.5115499464650067 }, { "site": "site10", "variety": "V8", "yield": 0.5063121720378791 }, { "site": "site13", "variety": "V5", "yield": 0.4452306363400197 }, { "site": "site04", "variety": "V8", "yield": 0.7892374751451765 }, { "site": "site07", "variety": "V6", "yield": 0.03913908084038342 }, { "site": "site03", "variety": "V7", "yield": 0.4898841393310225 }, { "site": "site03", "variety": "V0", "yield": 0.746160019538719 }, { "site": "site13", "variety": "V9", "yield": 0.38604537459989263 }, { "site": "site09", "variety": "V7", "yield": 0.5265119710399283 }, { "site": "site07", "variety": "V9", "yield": 0.5289928693450395 }, { "site": "site13", "variety": "V8", "yield": 0.09944880339494411 }, { "site": "site01", "variety": "V1", "yield": 0.9507434669737094 }, { "site": "site03", "variety": "V5", "yield": 0.6812836934291846 }, { "site": "site10", "variety": "V5", "yield": 0.7496469240558431 }, { "site": "site00", "variety": "V3", "yield": 0.4463559443882489 }, { "site": "site04", "variety": "V8", "yield": 0.16065691700055817 }, { "site": "site05", "variety": "V0", "yield": 0.6120559460772251 }, { "site": "site02", "variety": "V2", "yield": 0.300474907206024 }, { "site": "site02", "variety": "V1", "yield": 0.5226555990924175 }, { "site": "site03", "variety": "V3", "yield": 0.16539527522966002 }, { "site": "site06", "variety": "V7", "yield": 0.1614738286313212 }, { "site": "site02", "variety": "V1", "yield": 0.8731636298886417 }, { "site": "site08", "variety": "V2", "yield": 0.8255713828372077 }, { "site": "site11", "variety": "V0", "yield": 0.2330118356178983 }, { "site": "site07", "variety": "V9", "yield": 0.6466427337424615 }, { "site": "site13", "variety": "V9", "yield": 0.6458661427603863 }, { "site": "site08", "variety": "V5", "yield": 0.9559537836989395 }, { "site": "site09", "variety": "V5", "yield": 0.8538238094205294 }, { "site": "site04", "variety": "V3", "yield": 0.9133754857759181 }, { "site": "site09", "variety": "V2", "yield": 0.08861987129715876 }, { "site": "site11", "variety": "V8", "yield": 0.09290290301244475 }, { "site": "site09", "variety": "V4", "yield": 0.3099286682818915 }, { "site": "site00", "variety": "V0", "yield": 0.8326133653395646 }, { "site": "site08", "variety": "V9", "yield": 0.44137452465968274 }, { "site": "site02", "variety": "V4", "yield": 0.3361862909664849 }, { "site": "site13", "variety": "V0", "yield": 0.13232101531834006 }, { "site": "site05", "variety": "V6", "yield": 0.5148995018249671 }, { "site": "site09", "variety": "V2", "yield": 0.1146518834966197 }, { "site": "site10", "variety": "V7", "yield": 0.5556352097885733 }, { "site": "site10", "variety": "V9", "yield": 0.702293119734477 }, { "site": "site09", "variety": "V4", "yield": 0.33920819451030115 }, { "site": "site02", "variety": "V5", "yield": 0.6669598180679618 }, { "site": "site11", "variety": "V4", "yield": 0.6292354397461739 }, { "site": "site06", "variety": "V4", "yield": 0.8785136541570108 }, { "site": "site09", "variety": "V3", "yield": 0.5384126169537096 }, { "site": "site08", "variety": "V5", "yield": 0.8047578399415318 }, { "site": 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0.23379610241238602 }, { "site": "site07", "variety": "V0", "yield": 0.2994731378823866 }, { "site": "site06", "variety": "V5", "yield": 0.224973485551476 }, { "site": "site01", "variety": "V4", "yield": 0.9573579907141252 }, { "site": "site11", "variety": "V9", "yield": 0.464701489263429 }, { "site": "site04", "variety": "V5", "yield": 0.8035057212624074 }, { "site": "site11", "variety": "V3", "yield": 0.95635142361064 }, { "site": "site12", "variety": "V1", "yield": 0.2574158596829963 }, { "site": "site11", "variety": "V5", "yield": 0.6787275512428264 }, { "site": "site02", "variety": "V1", "yield": 0.28394397202231914 }, { "site": "site05", "variety": "V6", "yield": 0.0901525532481845 }, { "site": "site07", "variety": "V9", "yield": 0.3781891673288721 }, { "site": "site12", "variety": "V8", "yield": 0.9067146108389239 }, { "site": "site07", "variety": "V6", "yield": 0.7753612076288006 }, { "site": "site10", "variety": "V8", "yield": 0.8422012446695797 }, { "site": "site05", "variety": "V3", "yield": 0.6980812767514538 }, { "site": "site03", "variety": "V5", "yield": 0.02363474055688608 }, { "site": "site07", "variety": "V0", "yield": 0.9849517151859285 }, { "site": "site03", "variety": "V7", "yield": 0.5082345425144399 }, { "site": "site08", "variety": "V1", "yield": 0.22366681429386914 }, { "site": "site13", "variety": "V2", "yield": 0.21445597810778294 }, { "site": "site09", "variety": "V0", "yield": 0.16215635800820738 }, { "site": "site11", "variety": "V3", "yield": 0.1606137771329329 }, { "site": "site05", "variety": "V9", "yield": 0.07491439077280893 }, { "site": "site00", "variety": "V2", "yield": 0.4140982946758309 }, { "site": "site04", "variety": "V6", "yield": 0.9632521304567071 }, { "site": "site12", "variety": "V5", "yield": 0.40686471177975503 }, { "site": "site05", "variety": "V6", "yield": 0.32645032110121786 }, { "site": "site01", "variety": "V3", "yield": 0.4018477553008124 }, { "site": "site00", "variety": "V6", "yield": 0.5325524887058845 }, { "site": "site06", "variety": "V5", "yield": 0.5502197710202974 }, { "site": "site05", "variety": "V8", "yield": 0.2156322830256201 }, { "site": "site12", "variety": "V7", "yield": 0.22176785195751336 }, { "site": "site11", "variety": "V6", "yield": 0.402354817658904 }, { "site": "site13", "variety": "V0", "yield": 0.936161811597648 }, { "site": "site03", "variety": "V1", "yield": 0.3313630750492986 }, { "site": "site01", "variety": "V2", "yield": 0.012151845203676181 }, { "site": "site00", "variety": "V4", "yield": 0.7146539204449566 }, { "site": "site04", "variety": "V0", "yield": 0.6369004326343356 }, { "site": "site12", "variety": "V5", "yield": 0.40114546947177065 }, { "site": "site11", "variety": "V2", "yield": 0.030653056255134148 }, { "site": "site06", "variety": "V7", "yield": 0.3690037160020808 }, { "site": "site07", "variety": "V9", "yield": 0.6815538203658389 }, { "site": "site03", "variety": "V9", "yield": 0.46860908656703026 }, { "site": "site00", 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"variety": "V2", "yield": 0.3956205857144971 }, { "site": "site08", "variety": "V5", "yield": 0.2979473086808465 }, { "site": "site12", "variety": "V9", "yield": 0.22383111507035947 }, { "site": "site06", "variety": "V6", "yield": 0.19466940651427234 }, { "site": "site03", "variety": "V1", "yield": 0.10236993715062481 }, { "site": "site01", "variety": "V8", "yield": 0.05893634468898434 }, { "site": "site13", "variety": "V4", "yield": 0.9300013168469231 }, { "site": "site01", "variety": "V5", "yield": 0.31613733656147625 }, { "site": "site03", "variety": "V7", "yield": 0.03839849638984305 }, { "site": "site07", "variety": "V8", "yield": 0.7149484911360964 }, { "site": "site13", "variety": "V9", "yield": 0.20523489176609166 }, { "site": "site02", "variety": "V8", "yield": 0.39297545758659036 }, { "site": "site04", "variety": "V4", "yield": 0.46396575273039986 }, { "site": "site10", "variety": "V8", "yield": 0.2787665283941977 }, { "site": "site02", "variety": "V3", "yield": 0.405916587577387 }, { "site": "site08", "variety": "V5", "yield": 0.6675258940888938 }, { "site": "site11", "variety": "V1", "yield": 0.18685543008813987 }, { "site": "site01", "variety": "V9", "yield": 0.09544590493590654 }, { "site": "site11", "variety": "V8", "yield": 0.7088824594779086 }, { "site": "site11", "variety": "V6", "yield": 0.4974018976382417 }, { "site": "site12", "variety": "V1", "yield": 0.4213853851291628 }, { "site": "site10", "variety": "V4", "yield": 0.5897661671439873 }, { "site": "site03", "variety": "V1", "yield": 0.5223078977326738 }, { "site": "site09", "variety": "V7", "yield": 0.017615788227539397 }, { "site": "site01", "variety": "V9", "yield": 0.4703177789912564 }, { "site": "site02", "variety": "V2", "yield": 0.5788439376824248 }, { "site": "site09", "variety": "V3", "yield": 0.378503463205362 }, { "site": "site11", "variety": "V8", "yield": 0.8809887870494718 }, { "site": "site07", "variety": "V9", "yield": 0.5698276416454422 }, { "site": "site04", "variety": "V6", "yield": 0.3117723480736463 }, { "site": "site08", "variety": "V8", "yield": 0.8304824128200756 }, { "site": "site00", "variety": "V9", "yield": 0.880673253019876 }, { "site": "site03", "variety": "V1", "yield": 0.4637492591743022 }, { "site": "site07", "variety": "V0", "yield": 0.236197608116279 }, { "site": "site13", "variety": "V4", "yield": 0.720843309501848 }, { "site": "site09", "variety": "V8", "yield": 0.7149399028755655 }, { "site": "site06", "variety": "V3", "yield": 0.9937961967534402 }, { "site": "site10", "variety": "V0", "yield": 0.833458098606129 }, { "site": "site02", "variety": "V0", "yield": 0.20316493104781386 }, { "site": "site07", "variety": "V2", "yield": 0.5757868234117376 }, { "site": "site09", "variety": "V3", "yield": 0.061324203369018004 }, { "site": "site09", "variety": "V6", "yield": 0.8823857852641654 }, { "site": "site03", "variety": "V5", "yield": 0.23741003731637422 }, { "site": "site02", "variety": "V7", "yield": 0.6700126833305529 }, { "site": "site13", "variety": "V7", "yield": 0.6935111491288504 }, { "site": "site10", "variety": "V5", "yield": 0.8110515464511561 }, { "site": "site07", "variety": "V1", "yield": 0.5548751726878763 }, { "site": "site03", "variety": "V4", "yield": 0.6978913838878723 }, { "site": "site07", "variety": "V9", "yield": 0.9087386396413725 }, { "site": "site09", "variety": "V8", "yield": 0.32947942362443083 }, { "site": "site06", "variety": "V4", "yield": 0.5482146761875528 }, { "site": "site08", "variety": "V8", "yield": 0.031126719385444535 }, { "site": "site05", "variety": "V3", "yield": 0.1105871871831331 }, { "site": "site08", "variety": "V2", "yield": 0.6361191262111779 }, { "site": "site13", "variety": "V0", "yield": 0.25268364001410193 }, { "site": "site07", "variety": "V7", "yield": 0.6986503594021124 }, { "site": "site11", "variety": "V5", "yield": 0.4599942982599533 }, { "site": "site03", "variety": "V9", "yield": 0.28607653453853754 }, { "site": "site02", "variety": "V9", "yield": 0.4229812645301312 }, { "site": "site10", "variety": "V8", "yield": 0.35329426305855016 }, { "site": "site02", "variety": "V4", "yield": 0.04383760559510441 }, { "site": "site01", "variety": "V7", "yield": 0.4830938482393716 }, { "site": "site06", "variety": "V8", "yield": 0.44098742238656585 }, { "site": "site12", "variety": "V4", "yield": 0.31403080865349564 }, { "site": "site03", "variety": "V6", "yield": 0.614322404661187 }, { "site": "site11", "variety": "V0", "yield": 0.8218618056124658 }, { "site": "site08", "variety": "V2", "yield": 0.6356832512803406 }, { "site": "site12", "variety": "V0", "yield": 0.8850248646781855 }, { "site": "site12", "variety": "V0", "yield": 0.920520116222351 }, { "site": "site02", "variety": "V2", "yield": 0.03898782704718906 }, { "site": "site12", "variety": "V8", "yield": 0.8857896888358419 }, { "site": "site04", "variety": "V7", "yield": 0.8787157413932214 }, { "site": "site06", "variety": "V9", "yield": 0.3532233099551777 }, { "site": "site08", "variety": "V4", "yield": 0.48993234342589465 }, { "site": "site06", "variety": "V6", "yield": 0.45205814390060806 }, { "site": "site13", "variety": "V9", "yield": 0.21449886832339915 }, { "site": "site09", "variety": "V1", "yield": 0.1855245849576963 }, { "site": "site10", "variety": "V1", "yield": 0.1303387606234344 }, { "site": "site05", "variety": "V9", "yield": 0.8501697009203572 }, { "site": "site02", "variety": "V4", "yield": 0.8104501648943875 }, { "site": "site00", "variety": "V6", "yield": 0.0053017854254783225 }, { "site": "site04", "variety": "V1", "yield": 0.6616141875615594 }, { "site": "site13", "variety": "V6", "yield": 0.2881585870767245 }, { "site": "site12", "variety": "V1", "yield": 0.4046753634527184 }, { "site": "site10", "variety": "V3", "yield": 0.5201314193740855 }, { "site": "site11", "variety": "V6", "yield": 0.5415360600622428 }, { "site": "site07", "variety": "V4", "yield": 0.9594871333638736 }, { "site": "site05", "variety": "V7", "yield": 0.6928587679262697 }, { "site": "site06", "variety": "V9", "yield": 0.9240081774081951 }, { "site": "site08", "variety": "V9", "yield": 0.5334828246021406 }, { "site": "site04", "variety": "V6", "yield": 0.5477785746771259 }, { "site": "site04", "variety": "V7", "yield": 0.9749940597746046 }, { "site": "site13", "variety": "V9", "yield": 0.8434913673444523 }, { "site": "site03", "variety": "V6", "yield": 0.3728824689158481 }, { "site": "site12", "variety": "V8", "yield": 0.2423904238161938 }, { "site": "site00", "variety": "V6", "yield": 0.4513422165110651 }, { "site": "site07", "variety": "V5", "yield": 0.07679342232694497 }, { "site": "site10", "variety": "V7", "yield": 0.9366650335280942 }, { "site": "site06", "variety": "V2", "yield": 0.6589819600002439 }, { "site": "site08", "variety": "V0", "yield": 0.9627905660480507 }, { "site": "site05", "variety": "V0", "yield": 0.37990005222833856 }, { "site": "site12", "variety": "V7", "yield": 0.24908120885859586 } ] }, "height": 300, "layer": [ { "encoding": { "color": { "field": "site", "title": "Site", "type": "nominal" }, "opacity": { "condition": { "param": "param_4656ff8728518298", "value": 1 }, "value": 0.2 }, "x": { "aggregate": "sum", "field": "yield", "stack": "zero", "type": "quantitative" }, "y": { "field": "variety", "title": "Variety", "type": "nominal" } }, "mark": { "type": "bar" }, "name": "view_7e167a718e71a322_0" }, { "encoding": { "detail": { "field": "site", "type": "nominal" }, "text": { "aggregate": "sum", "field": "yield", "format": ".1f", "type": "quantitative" }, "x": { "aggregate": "sum", "field": "yield", "stack": "zero", "type": "quantitative" }, "y": { "field": "variety", "type": "nominal" } }, "mark": { "color": "white", "dx": -15, "dy": 3, "type": "text" } } ], "params": [ { "bind": "legend", "name": "param_4656ff8728518298", "select": { "fields": [ "site" ], "type": "point" }, "views": [ "view_7e167a718e71a322_0" ] } ], "title": "Example chart" }

Set basic colors

Four colors

The following code enables the theme with four colors using the set_basic_colors method. Source: https://altair-viz.github.io/gallery/normalized_stacked_area_chart.html.

import altair as alt
from vega_datasets import data  # type: ignore[import-untyped]

from driviz import theme

theme.set_basic_colors()

source = data.iowa_electricity()
chart = (
    alt.Chart(source)
    .mark_area()
    .encode(
        x="year:T",
        y=alt.Y("net_generation:Q").stack("normalize"),
        color="source:N",
    )
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#73baff", "#ffcd1b", "#f33" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-7fb5cba8489b31900f8ac51a35bf2f48" }, "datasets": { "data-7fb5cba8489b31900f8ac51a35bf2f48": [ { "net_generation": 35361, "source": "Fossil Fuels", "year": "2001-01-01T00:00:00" }, { "net_generation": 35991, "source": "Fossil Fuels", "year": "2002-01-01T00:00:00" }, { "net_generation": 36234, "source": "Fossil Fuels", "year": "2003-01-01T00:00:00" }, { "net_generation": 36205, "source": "Fossil Fuels", "year": "2004-01-01T00:00:00" }, { "net_generation": 36883, "source": "Fossil Fuels", "year": "2005-01-01T00:00:00" }, { "net_generation": 37014, "source": "Fossil Fuels", "year": "2006-01-01T00:00:00" }, { "net_generation": 41389, "source": "Fossil Fuels", "year": "2007-01-01T00:00:00" }, { "net_generation": 42734, "source": "Fossil Fuels", "year": "2008-01-01T00:00:00" }, { "net_generation": 38620, "source": "Fossil Fuels", "year": "2009-01-01T00:00:00" }, { "net_generation": 42750, "source": "Fossil Fuels", "year": "2010-01-01T00:00:00" }, { "net_generation": 39361, "source": "Fossil Fuels", "year": "2011-01-01T00:00:00" }, { "net_generation": 37379, "source": "Fossil Fuels", "year": "2012-01-01T00:00:00" }, { "net_generation": 34873, "source": "Fossil Fuels", "year": "2013-01-01T00:00:00" }, { "net_generation": 35250, "source": "Fossil Fuels", "year": "2014-01-01T00:00:00" }, { "net_generation": 32319, "source": "Fossil Fuels", "year": "2015-01-01T00:00:00" }, { "net_generation": 28437, "source": "Fossil Fuels", "year": "2016-01-01T00:00:00" }, { "net_generation": 29329, "source": "Fossil Fuels", "year": "2017-01-01T00:00:00" }, { "net_generation": 3853, "source": "Nuclear Energy", "year": "2001-01-01T00:00:00" }, { "net_generation": 4574, "source": "Nuclear Energy", "year": "2002-01-01T00:00:00" }, { "net_generation": 3988, "source": "Nuclear Energy", "year": "2003-01-01T00:00:00" }, { "net_generation": 4929, "source": "Nuclear Energy", "year": "2004-01-01T00:00:00" }, { "net_generation": 4538, "source": "Nuclear Energy", "year": "2005-01-01T00:00:00" }, { "net_generation": 5095, "source": "Nuclear Energy", "year": "2006-01-01T00:00:00" }, { "net_generation": 4519, "source": "Nuclear Energy", "year": "2007-01-01T00:00:00" }, { "net_generation": 5282, "source": "Nuclear Energy", "year": "2008-01-01T00:00:00" }, { "net_generation": 4679, "source": "Nuclear Energy", "year": "2009-01-01T00:00:00" }, { "net_generation": 4451, "source": "Nuclear Energy", "year": "2010-01-01T00:00:00" }, { "net_generation": 5215, "source": "Nuclear Energy", "year": "2011-01-01T00:00:00" }, { "net_generation": 4347, "source": "Nuclear Energy", "year": "2012-01-01T00:00:00" }, { "net_generation": 5321, "source": "Nuclear Energy", "year": "2013-01-01T00:00:00" }, { "net_generation": 4152, "source": "Nuclear Energy", "year": "2014-01-01T00:00:00" }, { "net_generation": 5243, "source": "Nuclear Energy", "year": "2015-01-01T00:00:00" }, { "net_generation": 4703, "source": "Nuclear Energy", "year": "2016-01-01T00:00:00" }, { "net_generation": 5214, "source": "Nuclear Energy", "year": "2017-01-01T00:00:00" }, { "net_generation": 1437, "source": "Renewables", "year": "2001-01-01T00:00:00" }, { "net_generation": 1963, "source": "Renewables", "year": "2002-01-01T00:00:00" }, { "net_generation": 1885, "source": "Renewables", "year": "2003-01-01T00:00:00" }, { "net_generation": 2102, "source": "Renewables", "year": "2004-01-01T00:00:00" }, { "net_generation": 2724, "source": "Renewables", "year": "2005-01-01T00:00:00" }, { "net_generation": 3364, "source": "Renewables", "year": "2006-01-01T00:00:00" }, { "net_generation": 3870, "source": "Renewables", "year": "2007-01-01T00:00:00" }, { "net_generation": 5070, "source": "Renewables", "year": "2008-01-01T00:00:00" }, { "net_generation": 8560, "source": "Renewables", "year": "2009-01-01T00:00:00" }, { "net_generation": 10308, "source": "Renewables", "year": "2010-01-01T00:00:00" }, { "net_generation": 11795, "source": "Renewables", "year": "2011-01-01T00:00:00" }, { "net_generation": 14949, "source": "Renewables", "year": "2012-01-01T00:00:00" }, { "net_generation": 16476, "source": "Renewables", "year": "2013-01-01T00:00:00" }, { "net_generation": 17452, "source": "Renewables", "year": "2014-01-01T00:00:00" }, { "net_generation": 19091, "source": "Renewables", "year": "2015-01-01T00:00:00" }, { "net_generation": 21241, "source": "Renewables", "year": "2016-01-01T00:00:00" }, { "net_generation": 21933, "source": "Renewables", "year": "2017-01-01T00:00:00" } ] }, "encoding": { "color": { "field": "source", "type": "nominal" }, "x": { "field": "year", "type": "temporal" }, "y": { "field": "net_generation", "stack": "normalize", "type": "quantitative" } }, "mark": { "type": "area" } }

Six colors

An option to allow six colors is also available by setting the argument six=True.

import altair as alt
import pandas as pd

from driviz import theme

theme.set_basic_colors(six=True)

source = pd.DataFrame(
    data={"category": [1, 2, 3, 4, 5, 6], "value": [4, 6, 10, 3, 7, 8]},
)
chart = (
    alt.Chart(source)
    .mark_arc()
    .encode(theta="value", color=alt.Color("category:N", title="Category"))
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#3d97f2", "#a8c2aa", "#ffcd1b", "#ff6d2a", "#a0213e" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-5ce6f248de7485cec3995742041b2fb0" }, "datasets": { "data-5ce6f248de7485cec3995742041b2fb0": [ { "category": 1, "value": 4 }, { "category": 2, "value": 6 }, { "category": 3, "value": 10 }, { "category": 4, "value": 3 }, { "category": 5, "value": 7 }, { "category": 6, "value": 8 } ] }, "encoding": { "color": { "field": "category", "title": "Category", "type": "nominal" }, "theta": { "field": "value", "type": "quantitative" } }, "mark": { "type": "arc" } }

Set custom colors

For creating a plot with custom colors, the theme can be enabled and use the colors in the plot encoding:

import altair as alt
import pandas as pd

from driviz import theme

theme.enable()

source = pd.DataFrame(
    data={"category": [1, 2, 3, 4, 5, 6], "value": [4, 6, 10, 3, 7, 8]},
)
color_mapping = {
    1: "#FD0100",
    2: "#F76915",
    3: "#EEDE04",
    4: "#A0D636",
    5: "#2FA236",
    6: "#333ED4",
}
chart = (
    alt.Chart(source)
    .mark_arc()
    .encode(
        theta="value",
        color=alt.Color(
            "category:N",
            title="Category",
            scale=alt.Scale(
                domain=list(color_mapping),
                range=list(color_mapping.values()),
            ),
        ),
    )
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-5ce6f248de7485cec3995742041b2fb0" }, "datasets": { "data-5ce6f248de7485cec3995742041b2fb0": [ { "category": 1, "value": 4 }, { "category": 2, "value": 6 }, { "category": 3, "value": 10 }, { "category": 4, "value": 3 }, { "category": 5, "value": 7 }, { "category": 6, "value": 8 } ] }, "encoding": { "color": { "field": "category", "scale": { "domain": [ 1, 2, 3, 4, 5, 6 ], "range": [ "#FD0100", "#F76915", "#EEDE04", "#A0D636", "#2FA236", "#333ED4" ] }, "title": "Category", "type": "nominal" }, "theta": { "field": "value", "type": "quantitative" } }, "mark": { "type": "arc" } }

Customizing the theme

A further customization can be done by importing the Theme class from the driviz.theme module, and initializing it with the desired configuration:

import altair as alt
from pydantic_extra_types.color import Color
from vega_datasets import data  # type: ignore[import-untyped]

from driviz.theme import Theme

theme = Theme(font="Arial", font_color=Color("green"))
theme.set_basic_colors()

source = data.iowa_electricity()
chart = (
    alt.Chart(source)
    .mark_area()
    .encode(
        x="year:T",
        y=alt.Y("net_generation:Q").stack("normalize"),
        color="source:N",
    )
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#008000", "labelFont": "Arial", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#008000", "titleColor": "#008000", "titleFont": "Arial", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#008000", "labelFont": "Arial", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#008000", "titleFont": "Arial", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#008000", "labelFont": "Arial", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#008000", "titleFont": "Arial", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#73baff", "#ffcd1b", "#f33" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#008000", "font": "Arial", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Arial", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-7fb5cba8489b31900f8ac51a35bf2f48" }, "datasets": { "data-7fb5cba8489b31900f8ac51a35bf2f48": [ { "net_generation": 35361, "source": "Fossil Fuels", "year": "2001-01-01T00:00:00" }, { "net_generation": 35991, "source": "Fossil Fuels", "year": "2002-01-01T00:00:00" }, { "net_generation": 36234, "source": "Fossil Fuels", "year": "2003-01-01T00:00:00" }, { "net_generation": 36205, "source": "Fossil Fuels", "year": "2004-01-01T00:00:00" }, { "net_generation": 36883, "source": "Fossil Fuels", "year": "2005-01-01T00:00:00" }, { "net_generation": 37014, "source": "Fossil Fuels", "year": "2006-01-01T00:00:00" }, { "net_generation": 41389, "source": "Fossil Fuels", "year": "2007-01-01T00:00:00" }, { "net_generation": 42734, "source": "Fossil Fuels", "year": "2008-01-01T00:00:00" }, { "net_generation": 38620, "source": "Fossil Fuels", "year": "2009-01-01T00:00:00" }, { "net_generation": 42750, "source": "Fossil Fuels", "year": "2010-01-01T00:00:00" }, { "net_generation": 39361, "source": "Fossil Fuels", "year": "2011-01-01T00:00:00" }, { "net_generation": 37379, "source": "Fossil Fuels", "year": "2012-01-01T00:00:00" }, { "net_generation": 34873, "source": "Fossil Fuels", "year": "2013-01-01T00:00:00" }, { "net_generation": 35250, "source": "Fossil Fuels", "year": "2014-01-01T00:00:00" }, { "net_generation": 32319, "source": "Fossil Fuels", "year": "2015-01-01T00:00:00" }, { "net_generation": 28437, "source": "Fossil Fuels", "year": "2016-01-01T00:00:00" }, { "net_generation": 29329, "source": "Fossil Fuels", "year": "2017-01-01T00:00:00" }, { "net_generation": 3853, "source": "Nuclear Energy", "year": "2001-01-01T00:00:00" }, { "net_generation": 4574, "source": "Nuclear Energy", "year": "2002-01-01T00:00:00" }, { "net_generation": 3988, "source": "Nuclear Energy", "year": "2003-01-01T00:00:00" }, { "net_generation": 4929, "source": "Nuclear Energy", "year": "2004-01-01T00:00:00" }, { "net_generation": 4538, "source": "Nuclear Energy", "year": "2005-01-01T00:00:00" }, { "net_generation": 5095, "source": "Nuclear Energy", "year": "2006-01-01T00:00:00" }, { "net_generation": 4519, "source": "Nuclear Energy", "year": "2007-01-01T00:00:00" }, { "net_generation": 5282, "source": "Nuclear Energy", "year": "2008-01-01T00:00:00" }, { "net_generation": 4679, "source": "Nuclear Energy", "year": "2009-01-01T00:00:00" }, { "net_generation": 4451, "source": "Nuclear Energy", "year": "2010-01-01T00:00:00" }, { "net_generation": 5215, "source": "Nuclear Energy", "year": "2011-01-01T00:00:00" }, { "net_generation": 4347, "source": "Nuclear Energy", "year": "2012-01-01T00:00:00" }, { "net_generation": 5321, "source": "Nuclear Energy", "year": "2013-01-01T00:00:00" }, { "net_generation": 4152, "source": "Nuclear Energy", "year": "2014-01-01T00:00:00" }, { "net_generation": 5243, "source": "Nuclear Energy", "year": "2015-01-01T00:00:00" }, { "net_generation": 4703, "source": "Nuclear Energy", "year": "2016-01-01T00:00:00" }, { "net_generation": 5214, "source": "Nuclear Energy", "year": "2017-01-01T00:00:00" }, { "net_generation": 1437, "source": "Renewables", "year": "2001-01-01T00:00:00" }, { "net_generation": 1963, "source": "Renewables", "year": "2002-01-01T00:00:00" }, { "net_generation": 1885, "source": "Renewables", "year": "2003-01-01T00:00:00" }, { "net_generation": 2102, "source": "Renewables", "year": "2004-01-01T00:00:00" }, { "net_generation": 2724, "source": "Renewables", "year": "2005-01-01T00:00:00" }, { "net_generation": 3364, "source": "Renewables", "year": "2006-01-01T00:00:00" }, { "net_generation": 3870, "source": "Renewables", "year": "2007-01-01T00:00:00" }, { "net_generation": 5070, "source": "Renewables", "year": "2008-01-01T00:00:00" }, { "net_generation": 8560, "source": "Renewables", "year": "2009-01-01T00:00:00" }, { "net_generation": 10308, "source": "Renewables", "year": "2010-01-01T00:00:00" }, { "net_generation": 11795, "source": "Renewables", "year": "2011-01-01T00:00:00" }, { "net_generation": 14949, "source": "Renewables", "year": "2012-01-01T00:00:00" }, { "net_generation": 16476, "source": "Renewables", "year": "2013-01-01T00:00:00" }, { "net_generation": 17452, "source": "Renewables", "year": "2014-01-01T00:00:00" }, { "net_generation": 19091, "source": "Renewables", "year": "2015-01-01T00:00:00" }, { "net_generation": 21241, "source": "Renewables", "year": "2016-01-01T00:00:00" }, { "net_generation": 21933, "source": "Renewables", "year": "2017-01-01T00:00:00" } ] }, "encoding": { "color": { "field": "source", "type": "nominal" }, "x": { "field": "year", "type": "temporal" }, "y": { "field": "net_generation", "stack": "normalize", "type": "quantitative" } }, "mark": { "type": "area" } }

Customizing the locale

Changing the locale of the theme can be done setting the locale attribute of the Theme class. The list of available locales can be found in this list.

import altair as alt
from vega_datasets import data  # type: ignore[import-untyped]

from driviz.theme import Theme

theme = Theme(locale="ca-ES")  # Set Catalan language
theme.set_basic_colors()

source = data.stocks().sort_values(by="date").iloc[-100:]
chart = (
    alt.Chart(source)
    .mark_line()
    .encode(
        x=alt.X("date:T", title="Data"),
        y=alt.Y("price:Q", title="Preu"),
        color=alt.Color("symbol:N", title="Símbol"),
    )
    .properties(title="Estocs", width=600, height=300)
)