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import os |
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from ...utils.mimebundle import spec_to_mimebundle |
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from ..display import Displayable |
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from ..display import default_renderer_base |
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from ..display import json_renderer_base |
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from ..display import RendererRegistry |
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from ..display import HTMLRenderer |
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from .schema import SCHEMA_VERSION |
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VEGALITE_VERSION = SCHEMA_VERSION.lstrip("v") |
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VEGA_VERSION = "5" |
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VEGAEMBED_VERSION = "6" |
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VEGALITE_MIME_TYPE = "application/vnd.vegalite.v4+json" |
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ENTRY_POINT_GROUP = "altair.vegalite.v4.renderer" |
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DEFAULT_DISPLAY = """\ |
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<VegaLite 4 object> |
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If you see this message, it means the renderer has not been properly enabled |
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for the frontend that you are using. For more information, see |
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https://altair-viz.github.io/user_guide/troubleshooting.html |
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""" |
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renderers = RendererRegistry(entry_point_group=ENTRY_POINT_GROUP) |
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here = os.path.dirname(os.path.realpath(__file__)) |
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def mimetype_renderer(spec, **metadata): |
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return default_renderer_base(spec, VEGALITE_MIME_TYPE, DEFAULT_DISPLAY, **metadata) |
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def json_renderer(spec, **metadata): |
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return json_renderer_base(spec, DEFAULT_DISPLAY, **metadata) |
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def png_renderer(spec, **metadata): |
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return spec_to_mimebundle( |
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spec, |
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format="png", |
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mode="vega-lite", |
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vega_version=VEGA_VERSION, |
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vegaembed_version=VEGAEMBED_VERSION, |
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vegalite_version=VEGALITE_VERSION, |
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**metadata, |
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) |
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def svg_renderer(spec, **metadata): |
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return spec_to_mimebundle( |
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spec, |
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format="svg", |
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mode="vega-lite", |
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vega_version=VEGA_VERSION, |
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vegaembed_version=VEGAEMBED_VERSION, |
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vegalite_version=VEGALITE_VERSION, |
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**metadata, |
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) |
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html_renderer = HTMLRenderer( |
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mode="vega-lite", |
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template="universal", |
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vega_version=VEGA_VERSION, |
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vegaembed_version=VEGAEMBED_VERSION, |
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vegalite_version=VEGALITE_VERSION, |
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) |
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renderers.register("default", html_renderer) |
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renderers.register("html", html_renderer) |
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renderers.register("colab", html_renderer) |
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renderers.register("kaggle", html_renderer) |
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renderers.register("zeppelin", html_renderer) |
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renderers.register("mimetype", mimetype_renderer) |
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renderers.register("jupyterlab", mimetype_renderer) |
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renderers.register("nteract", mimetype_renderer) |
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renderers.register("json", json_renderer) |
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renderers.register("png", png_renderer) |
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renderers.register("svg", svg_renderer) |
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renderers.enable("default") |
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class VegaLite(Displayable): |
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"""An IPython/Jupyter display class for rendering VegaLite 4.""" |
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renderers = renderers |
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schema_path = (__name__, "schema/vega-lite-schema.json") |
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def vegalite(spec, validate=True): |
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"""Render and optionally validate a VegaLite 4 spec. |
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This will use the currently enabled renderer to render the spec. |
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Parameters |
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========== |
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spec: dict |
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A fully compliant VegaLite 4 spec, with the data portion fully processed. |
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validate: bool |
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Should the spec be validated against the VegaLite 4 schema? |
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""" |
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from IPython.display import display |
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display(VegaLite(spec, validate=validate)) |
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