add ImageRender class for Flyte Decks (#1599)

Signed-off-by: esad <[email protected]>

plugins/flytekit-deck-standard/flytekitplugins/deck/renderer.py

@@ -1,7 +1,14 @@
+import base64
+from io import BytesIO
+from typing import Union
+
 import markdown
-import pandas
+import pandas as pd
 import plotly.express as px
-from pandas_profiling import ProfileReport
+from PIL import Image
+from ydata_profiling import ProfileReport
+
+from flytekit.types.file import FlyteFile
 
 
 class FrameProfilingRenderer:
@@ -12,8 +19,8 @@ class FrameProfilingRenderer:
     def __init__(self, title: str = "Pandas Profiling Report"):
         self._title = title
 
-    def to_html(self, df: pandas.DataFrame) -> str:
-        assert isinstance(df, pandas.DataFrame)
+    def to_html(self, df: pd.DataFrame) -> str:
+        assert isinstance(df, pd.DataFrame)
         profile = ProfileReport(df, title=self._title)
         return profile.to_html()
 
@@ -45,6 +52,33 @@ class BoxRenderer:
     def __init__(self, column_name):
         self._column_name = column_name
 
-    def to_html(self, df: pandas.DataFrame) -> str:
+    def to_html(self, df: pd.DataFrame) -> str:
         fig = px.box(df, y=self._column_name)
         return fig.to_html()
+
+
+class ImageRenderer:
+    """Converts a FlyteFile or PIL.Image.Image object to an HTML string with the image data
+    represented as a base64-encoded string.
+    """
+
+    def to_html(cls, image_src: Union[FlyteFile, Image.Image]) -> str:
+        img = cls._get_image_object(image_src)
+        return cls._image_to_html_string(img)
+
+    @staticmethod
+    def _get_image_object(image_src: Union[FlyteFile, Image.Image]) -> Image.Image:
+        if isinstance(image_src, FlyteFile):
+            local_path = image_src.download()
+            return Image.open(local_path)
+        elif isinstance(image_src, Image.Image):
+            return image_src
+        else:
+            raise ValueError("Unsupported image source type")
+
+    @staticmethod
+    def _image_to_html_string(img: Image.Image) -> str:
+        buffered = BytesIO()
+        img.save(buffered, format="PNG")
+        img_base64 = base64.b64encode(buffered.getvalue()).decode()
+        return f'<img src="data:image/png;base64,{img_base64}" alt="Rendered Image" />'

plugins/flytekit-deck-standard/tests/test_renderer.py

@@ -1,6 +1,12 @@
+import tempfile
+
 import markdown
 import pandas as pd
-from flytekitplugins.deck.renderer import BoxRenderer, FrameProfilingRenderer, MarkdownRenderer
+import pytest
+from flytekitplugins.deck.renderer import BoxRenderer, FrameProfilingRenderer, ImageRenderer, MarkdownRenderer
+from PIL import Image
+
+from flytekit.types.file import FlyteFile, JPEGImageFile, PNGImageFile
 
 df = pd.DataFrame({"Name": ["Tom", "Joseph"], "Age": [1, 22]})
 
@@ -19,3 +25,29 @@ def test_markdown_renderer():
 def test_box_renderer():
     renderer = BoxRenderer("Name")
     assert "Plotlyconfig = {Mathjaxconfig: 'Local'}" in renderer.to_html(df).title()
+
+
+def create_simple_image(fmt: str):
+    """Create a simple PNG image using PIL"""
+    img = Image.new("RGB", (100, 100), color="black")
+    tmp = tempfile.mktemp()
+    img.save(tmp, fmt)
+    return tmp
+
+
+png_image = create_simple_image(fmt="png")
+jpeg_image = create_simple_image(fmt="jpeg")
+
+
+@pytest.mark.parametrize(
+    "image_src",
+    [
+        FlyteFile(path=png_image),
+        JPEGImageFile(path=jpeg_image),
+        PNGImageFile(path=png_image),
+        Image.open(png_image),
+    ],
+)
+def test_image_renderer(image_src):
+    renderer = ImageRenderer()
+    assert "<img" in renderer.to_html(image_src)