From a86fe00e4a9a096cabf47a4809e450a298cbd3d4 Mon Sep 17 00:00:00 2001
From: Tynan DeBold <thdebold@gmail.com>
Date: Wed, 8 Jun 2022 09:57:52 +0100
Subject: [PATCH] Feature: show matplotlib dataset pngs (#887)

* displaying the pngs in the metadata panel

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* renaming of files, etc; expand matplotlib img

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* fix comment in type

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* format fix

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* fix import

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* another format fix

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* added matplotlib to reqs

* Added tests

* fix height issue; add matplotlib node to demo project

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* update release.md

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* Change requirements setup

Signed-off-by: Antony Milne <antony.milne@quantumblack.com>

* pr-review fixes

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* Fix tests

Signed-off-by: Antony Milne <antony.milne@quantumblack.com>

* Fix tests

Signed-off-by: Antony Milne <antony.milne@quantumblack.com>

* cleanup

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

* update release notes

Signed-off-by: Tynan DeBold <thdebold@gmail.com>

Co-authored-by: Rashida Kanchwala <rashida.kanchwala@quantumblack.com>
Co-authored-by: Antony Milne <antony.milne@quantumblack.com>
Signed-off-by: Cvetanka <cventanka_nechevska@external.mckinsey.com>
---
 RELEASE.md                                    |   5 +-
 .../conf/base/catalog_08_reporting.yml        |   4 ++
 .../08_reporting/cancellation_breakdown.json  |   2 +-
 .../08_reporting/matplot_lib_single_plot.png  | Bin 0 -> 21464 bytes
 .../data/08_reporting/price_histogram.json    |   2 +-
 .../linear_params.json                        |   6 ++
 .../linear_score.json                         |   3 +
 .../2022-06-06T18.02.47.732Z/rf_params.json   |  15 +++++
 .../2022-06-06T18.02.47.732Z/rf_score.json    |   3 +
 demo-project/data/session_store.db            | Bin 40960 -> 40960 bytes
 .../demo_project/pipelines/reporting/nodes.py |   6 ++
 .../pipelines/reporting/pipeline.py           |   6 ++
 .../pipelines/reporting/requirements.txt      |   3 +-
 demo-project/src/docker_requirements.txt      |   3 +-
 package/kedro_viz/api/responses.py            |   1 +
 package/kedro_viz/data_access/managers.py     |   2 +-
 package/kedro_viz/models/graph.py             |  30 ++++++++-
 .../test_graph/test_graph_nodes.py            |  58 ++++++++++++++----
 src/actions/index.js                          |   4 +-
 .../flowchart-primary-toolbar.test.js         |   2 +-
 .../flowchart-wrapper/flowchart-wrapper.js    |   4 +-
 .../global-toolbar/global-toolbar.test.js     |   2 +-
 src/components/icons/node-icon.js             |   4 +-
 src/components/metadata-modal/index.js        |   3 +
 .../metadata-modal.js}                        |  48 ++++++++++-----
 .../metadata-modal.scss}                      |   7 ++-
 .../metadata-modal.test.js}                   |  10 +--
 src/components/metadata/metadata.js           |  37 +++++++++--
 src/components/metadata/metadata.test.js      |   6 +-
 src/components/metadata/styles/metadata.scss  |  17 +++++
 src/components/plotly-modal/index.js          |   3 -
 src/config.js                                 |   2 +
 src/reducers/nodes.js                         |   3 +
 src/reducers/visible.js                       |   6 +-
 src/selectors/metadata.js                     |   3 +
 src/store/initial-state.js                    |   2 +-
 src/store/normalize-data.js                   |   2 +
 src/store/store.js                            |   2 +-
 src/styles/_variables.scss                    |   2 +-
 39 files changed, 252 insertions(+), 66 deletions(-)
 create mode 100644 demo-project/data/08_reporting/matplot_lib_single_plot.png
 create mode 100644 demo-project/data/09_tracking/linear_params.json/2022-06-06T18.02.47.732Z/linear_params.json
 create mode 100644 demo-project/data/09_tracking/linear_score.json/2022-06-06T18.02.47.732Z/linear_score.json
 create mode 100644 demo-project/data/09_tracking/rf_params.json/2022-06-06T18.02.47.732Z/rf_params.json
 create mode 100644 demo-project/data/09_tracking/rf_score.json/2022-06-06T18.02.47.732Z/rf_score.json
 create mode 100644 src/components/metadata-modal/index.js
 rename src/components/{plotly-modal/plotly-modal.js => metadata-modal/metadata-modal.js} (62%)
 rename src/components/{plotly-modal/plotly-modal.scss => metadata-modal/metadata-modal.scss} (95%)
 rename src/components/{plotly-modal/plotly-modal.test.js => metadata-modal/metadata-modal.test.js} (81%)
 delete mode 100644 src/components/plotly-modal/index.js

diff --git a/RELEASE.md b/RELEASE.md
index d3980daddd..1a7ce7d0c8 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -8,12 +8,15 @@ Please follow the established format:
 
 ## Major features and improvements
 
+- Allow the display of Matplotlib images in the metadata panel and modal. (#887)
+
 ## Bug fixes and other changes
 
 - Added warning message when filtered pipeline is empty. (#864)
+- Improve telemetry to track flowchart events. (#865)
 - Disabled uvicorn's logger so that log messages are no longer duplicated. (#870)
 - Enhance _Apply and close_ behavior of modals. (#875)
-- Fix namespace collison when two different registered pipelines have a modular pipeline with the same name. (#871)
+- Fix namespace collision when two registered pipelines have a modular pipeline with the same name. (#871)
 
 # Release 4.6.0
 
diff --git a/demo-project/conf/base/catalog_08_reporting.yml b/demo-project/conf/base/catalog_08_reporting.yml
index e7b2d511f1..48380fcd0e 100644
--- a/demo-project/conf/base/catalog_08_reporting.yml
+++ b/demo-project/conf/base/catalog_08_reporting.yml
@@ -20,3 +20,7 @@ reporting.price_histogram:
 reporting.cancellation_policy_grid:
   type: demo_project.extras.datasets.image_dataset.ImageDataSet
   filepath: ${base_location}/08_reporting/cancellation_policy_grid.png
+
+reporting.matplotlib_image:
+  type: matplotlib.MatplotlibWriter
+  filepath: ${base_location}/08_reporting/matplot_lib_single_plot.png
diff --git a/demo-project/data/08_reporting/cancellation_breakdown.json b/demo-project/data/08_reporting/cancellation_breakdown.json
index 71942c4775..6e7c03a855 100644
--- a/demo-project/data/08_reporting/cancellation_breakdown.json
+++ b/demo-project/data/08_reporting/cancellation_breakdown.json
@@ -1 +1 @@
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diff --git a/demo-project/data/08_reporting/price_histogram.json b/demo-project/data/08_reporting/price_histogram.json
index afec934675..8669cab22c 100644
--- a/demo-project/data/08_reporting/price_histogram.json
+++ b/demo-project/data/08_reporting/price_histogram.json
@@ -1 +1 @@
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diff --git a/demo-project/data/09_tracking/linear_params.json/2022-06-06T18.02.47.732Z/linear_params.json b/demo-project/data/09_tracking/linear_params.json/2022-06-06T18.02.47.732Z/linear_params.json
new file mode 100644
index 0000000000..2424864cfb
--- /dev/null
+++ b/demo-project/data/09_tracking/linear_params.json/2022-06-06T18.02.47.732Z/linear_params.json
@@ -0,0 +1,6 @@
+{
+  "model_type": "LinearRegression",
+  "fit_intercept": true,
+  "copy_X": true,
+  "positive": false
+}
\ No newline at end of file
diff --git a/demo-project/data/09_tracking/linear_score.json/2022-06-06T18.02.47.732Z/linear_score.json b/demo-project/data/09_tracking/linear_score.json/2022-06-06T18.02.47.732Z/linear_score.json
new file mode 100644
index 0000000000..50efe41497
--- /dev/null
+++ b/demo-project/data/09_tracking/linear_score.json/2022-06-06T18.02.47.732Z/linear_score.json
@@ -0,0 +1,3 @@
+{
+  "r2_score": 0.40296896595214116
+}
\ No newline at end of file
diff --git a/demo-project/data/09_tracking/rf_params.json/2022-06-06T18.02.47.732Z/rf_params.json b/demo-project/data/09_tracking/rf_params.json/2022-06-06T18.02.47.732Z/rf_params.json
new file mode 100644
index 0000000000..1980ba66e6
--- /dev/null
+++ b/demo-project/data/09_tracking/rf_params.json/2022-06-06T18.02.47.732Z/rf_params.json
@@ -0,0 +1,15 @@
+{
+  "model_type": "RandomForestRegressor",
+  "n_estimators": 100,
+  "criterion": "squared_error",
+  "min_samples_split": 2,
+  "min_samples_leaf": 1,
+  "min_weight_fraction_leaf": 0,
+  "max_features": "auto",
+  "min_impurity_decrease": 0,
+  "bootstrap": true,
+  "oob_score": false,
+  "verbose": 0,
+  "warm_start": false,
+  "ccp_alpha": 0
+}
\ No newline at end of file
diff --git a/demo-project/data/09_tracking/rf_score.json/2022-06-06T18.02.47.732Z/rf_score.json b/demo-project/data/09_tracking/rf_score.json/2022-06-06T18.02.47.732Z/rf_score.json
new file mode 100644
index 0000000000..113f1cc0c1
--- /dev/null
+++ b/demo-project/data/09_tracking/rf_score.json/2022-06-06T18.02.47.732Z/rf_score.json
@@ -0,0 +1,3 @@
+{
+  "r2_score": 0.42034590382281145
+}
\ No newline at end of file
diff --git a/demo-project/data/session_store.db b/demo-project/data/session_store.db
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diff --git a/demo-project/src/demo_project/pipelines/reporting/nodes.py b/demo-project/src/demo_project/pipelines/reporting/nodes.py
index 97de514f09..95975773f4 100644
--- a/demo-project/src/demo_project/pipelines/reporting/nodes.py
+++ b/demo-project/src/demo_project/pipelines/reporting/nodes.py
@@ -2,6 +2,7 @@
 This is a boilerplate pipeline 'reporting'
 generated using Kedro 0.18.1
 """
+import matplotlib.pyplot as plt
 import pandas as pd
 import PIL
 import plotly.express as px
@@ -87,3 +88,8 @@ def make_price_analysis_image(model_input_table: pd.DataFrame) -> PIL.Image:
 
     pil_table = DrawTable(analysis_df)
     return pil_table.image
+
+
+def create_matplotlib_chart(companies: pd.DataFrame):
+    plt.plot([1, 2, 3], [4, 5, 6])
+    return plt
diff --git a/demo-project/src/demo_project/pipelines/reporting/pipeline.py b/demo-project/src/demo_project/pipelines/reporting/pipeline.py
index abe5dd5648..0d6e6991fc 100644
--- a/demo-project/src/demo_project/pipelines/reporting/pipeline.py
+++ b/demo-project/src/demo_project/pipelines/reporting/pipeline.py
@@ -6,6 +6,7 @@
 from kedro.pipeline import Pipeline, node, pipeline
 
 from demo_project.pipelines.reporting.nodes import (
+    create_matplotlib_chart,
     make_cancel_policy_bar_chart,
     make_price_analysis_image,
     make_price_histogram,
@@ -31,6 +32,11 @@ def create_pipeline(**kwargs) -> Pipeline:
                 inputs="prm_shuttle_company_reviews",
                 outputs="cancellation_policy_grid",
             ),
+            node(
+                func=create_matplotlib_chart,
+                inputs="prm_shuttle_company_reviews",
+                outputs="matplotlib_image",
+            ),
         ],
         inputs=["prm_shuttle_company_reviews"],
         namespace="reporting",
diff --git a/demo-project/src/demo_project/pipelines/reporting/requirements.txt b/demo-project/src/demo_project/pipelines/reporting/requirements.txt
index 240585df42..7d1a1940b1 100644
--- a/demo-project/src/demo_project/pipelines/reporting/requirements.txt
+++ b/demo-project/src/demo_project/pipelines/reporting/requirements.txt
@@ -1,3 +1,2 @@
-kedro[plotly.PlotlyDataSet, plotly.JSONDataSet]==0.18.1
-matplotlib==3.5.0
+kedro[plotly.PlotlyDataSet, plotly.JSONDataSet, matplotlib.MatplotlibWriter]==0.18.1
 pillow==9.0.1
diff --git a/demo-project/src/docker_requirements.txt b/demo-project/src/docker_requirements.txt
index 11d6f1ea53..5069ba19a6 100644
--- a/demo-project/src/docker_requirements.txt
+++ b/demo-project/src/docker_requirements.txt
@@ -1,4 +1,3 @@
-kedro[pandas.CSVDataSet,pandas.ExcelDataSet, pandas.ParquetDataSet, plotly.PlotlyDataSet]==0.18.1
+kedro[pandas.CSVDataSet,pandas.ExcelDataSet, pandas.ParquetDataSet, plotly.PlotlyDataSet, matplotlib.MatplotlibWriter]==0.18.1
 scikit-learn~=1.0
 pillow~=9.0
-matplotlib==3.5.0
diff --git a/package/kedro_viz/api/responses.py b/package/kedro_viz/api/responses.py
index 0abf3ee485..08ae0aa807 100644
--- a/package/kedro_viz/api/responses.py
+++ b/package/kedro_viz/api/responses.py
@@ -111,6 +111,7 @@ class DataNodeMetadataAPIResponse(BaseAPIResponse):
     filepath: str
     type: str
     plot: Optional[Dict]
+    image: Optional[str]
     tracking_data: Optional[Dict]
     run_command: Optional[str]
 
diff --git a/package/kedro_viz/data_access/managers.py b/package/kedro_viz/data_access/managers.py
index 0ee10f2067..f6a5ebfa40 100644
--- a/package/kedro_viz/data_access/managers.py
+++ b/package/kedro_viz/data_access/managers.py
@@ -378,7 +378,7 @@ def create_modular_pipelines_tree_for_registered_pipeline(
             # Add the modular pipeline node to the global list of nodes if necessary
             # and update the list of pipelines it belongs to.
             # N.B. Ideally we will have different modular pipeline nodes for
-            # different registered pipelinesm, but that requires a bit of a bigger refactor
+            # different registered pipelines, but that requires a bit of a bigger refactor
             # so we will just use the same node for now.
             self.nodes.add_node(modular_pipeline_node)
             self.nodes.get_node_by_id(modular_pipeline_node.id).pipelines = {
diff --git a/package/kedro_viz/models/graph.py b/package/kedro_viz/models/graph.py
index 8c829e9a10..9bcd31ca8f 100644
--- a/package/kedro_viz/models/graph.py
+++ b/package/kedro_viz/models/graph.py
@@ -1,6 +1,7 @@
 """`kedro_viz.models.graph` defines data models to represent Kedro entities in a viz graph."""
 # pylint: disable=protected-access
 import abc
+import base64
 import hashlib
 import inspect
 import json
@@ -481,6 +482,13 @@ def is_plot_node(self):
             == "kedro.extras.datasets.plotly.json_dataset.JSONDataSet"
         )
 
+    def is_image_node(self):
+        """Check if the current node is a matplotlib image node."""
+        return (
+            self.dataset_type
+            == "kedro.extras.datasets.matplotlib.matplotlib_writer.MatplotlibWriter"
+        )
+
     def is_metric_node(self):
         """Check if the current node is a metrics node."""
         return (
@@ -559,6 +567,10 @@ class DataNodeMetadata(GraphNodeMetadata):
     # currently only applicable for PlotlyDataSet
     plot: Optional[Dict] = field(init=False)
 
+    # the optional image data if the underlying dataset has a image.
+    # currently only applicable for matplotlib.MatplotlibWriter
+    image: Optional[str] = field(init=False)
+
     tracking_data: Optional[Dict] = field(init=False)
 
     # command to run the pipeline to this data node
@@ -578,18 +590,32 @@ def __post_init__(self, data_node: DataNode):
             from kedro.extras.datasets.plotly.plotly_dataset import PlotlyDataSet
 
             dataset = cast(Union[PlotlyDataSet, PlotlyJSONDataSet], dataset)
-            if not dataset._exists():
+            if not dataset.exists():
                 return
 
             load_path = get_filepath_str(dataset._get_load_path(), dataset._protocol)
             with dataset._fs.open(load_path, **dataset._fs_open_args_load) as fs_file:
                 self.plot = json.load(fs_file)
 
+        if data_node.is_image_node():
+            from kedro.extras.datasets.matplotlib.matplotlib_writer import (
+                MatplotlibWriter,
+            )
+
+            dataset = cast(MatplotlibWriter, dataset)
+            if not dataset.exists():
+                return
+
+            load_path = get_filepath_str(dataset._get_load_path(), dataset._protocol)
+            with open(load_path, "rb") as img_file:
+                base64_bytes = base64.b64encode(img_file.read())
+            self.image = base64_bytes.decode("utf-8")
+
         if data_node.is_tracking_node():
             from kedro.extras.datasets.tracking.json_dataset import JSONDataSet
             from kedro.extras.datasets.tracking.metrics_dataset import MetricsDataSet
 
-            if not dataset._exists() or self.filepath is None:
+            if not dataset.exists() or self.filepath is None:
                 return
 
             dataset = cast(Union[JSONDataSet, MetricsDataSet], dataset)
diff --git a/package/tests/test_models/test_graph/test_graph_nodes.py b/package/tests/test_models/test_graph/test_graph_nodes.py
index 6e716b0617..b2b1e55118 100644
--- a/package/tests/test_models/test_graph/test_graph_nodes.py
+++ b/package/tests/test_models/test_graph/test_graph_nodes.py
@@ -1,4 +1,5 @@
 # pylint: disable=too-many-public-methods
+import base64
 import datetime
 import json
 import shutil
@@ -6,7 +7,7 @@
 from functools import partial
 from pathlib import Path
 from textwrap import dedent
-from unittest.mock import MagicMock, call, patch
+from unittest.mock import MagicMock, call, mock_open, patch
 
 import pandas as pd
 import pytest
@@ -33,7 +34,7 @@
 
 
 def import_mock(name, *args):
-    if name.startswith("plotly"):
+    if name.startswith("matplotlib"):
         return MagicMock()
     return orig_import(name, *args)
 
@@ -384,9 +385,8 @@ def test_partitioned_data_node_metadata(self):
         data_node_metadata = DataNodeMetadata(data_node=data_node)
         assert data_node_metadata.filepath == "partitioned/"
 
-    @patch("builtins.__import__", side_effect=import_mock)
     @patch("json.load")
-    def test_plotly_data_node_metadata(self, patched_json_load, patched_import):
+    def test_plotly_data_node_metadata(self, patched_json_load):
         mock_plot_data = {
             "data": [
                 {
@@ -399,16 +399,17 @@ def test_plotly_data_node_metadata(self, patched_json_load, patched_import):
         patched_json_load.return_value = mock_plot_data
         plotly_data_node = MagicMock()
         plotly_data_node.is_plot_node.return_value = True
-        plotly_data_node.is_metric_node.return_value = False
+        plotly_data_node.is_image_node.return_value = False
+        plotly_data_node.is_tracking_node.return_value = False
         plotly_node_metadata = DataNodeMetadata(data_node=plotly_data_node)
         assert plotly_node_metadata.plot == mock_plot_data
 
-    @patch("builtins.__import__", side_effect=import_mock)
-    def test_plotly_data_node_dataset_not_exist(self, patched_import):
+    def test_plotly_data_node_dataset_not_exist(self):
         plotly_data_node = MagicMock()
         plotly_data_node.is_plot_node.return_value = True
-        plotly_data_node.is_metric_node.return_value = False
-        plotly_data_node.kedro_obj._exists.return_value = False
+        plotly_data_node.is_image_node.return_value = False
+        plotly_data_node.is_tracking_node.return_value = False
+        plotly_data_node.kedro_obj.exists.return_value = False
         plotly_node_metadata = DataNodeMetadata(data_node=plotly_data_node)
         assert not hasattr(plotly_node_metadata, "plot")
 
@@ -426,10 +427,40 @@ def test_plotly_json_dataset_node_metadata(self, patched_json_load):
         patched_json_load.return_value = mock_plot_data
         plotly_json_dataset_node = MagicMock()
         plotly_json_dataset_node.is_plot_node.return_value = True
-        plotly_json_dataset_node.is_metric_node.return_value = False
+        plotly_json_dataset_node.is_image_node.return_value = False
+        plotly_json_dataset_node.is_tracking_node.return_value = False
         plotly_node_metadata = DataNodeMetadata(data_node=plotly_json_dataset_node)
         assert plotly_node_metadata.plot == mock_plot_data
 
+    @patch("builtins.__import__", side_effect=import_mock)
+    @patch(
+        "builtins.open",
+        new_callable=mock_open,
+        read_data=base64.b64decode(
+            "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAA"
+            "AAC0lEQVQYV2NgYAAAAAMAAWgmWQ0AAAAASUVORK5CYII="
+        ),
+    )
+    def test_image_data_node_metadata(self, patched_base64, patched_import):
+        image_dataset_node = MagicMock()
+        base64_encoded_string = (
+            "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAA"
+            "AAC0lEQVQYV2NgYAAAAAMAAWgmWQ0AAAAASUVORK5CYII="
+        )
+        image_dataset_node.is_image_node.return_value = True
+        image_dataset_node.is_plot_node.return_value = False
+        image_node_metadata = DataNodeMetadata(data_node=image_dataset_node)
+        assert image_node_metadata.image == base64_encoded_string
+
+    @patch("builtins.__import__", side_effect=import_mock)
+    def test_image_data_node_dataset_not_exist(self, patched_import):
+        image_dataset_node = MagicMock()
+        image_dataset_node.is_image_node.return_value = True
+        image_dataset_node.is_plot_node.return_value = False
+        image_dataset_node.kedro_obj.exists.return_value = False
+        image_node_metadata = DataNodeMetadata(data_node=image_dataset_node)
+        assert not hasattr(image_node_metadata, "image")
+
     @patch("kedro_viz.models.graph.DataNodeMetadata.load_versioned_tracking_data")
     @patch("kedro_viz.models.graph.DataNodeMetadata.load_latest_tracking_data")
     @patch("kedro_viz.models.graph.DataNodeMetadata.create_metrics_plot")
@@ -470,6 +501,7 @@ def test_metrics_data_node_metadata(
         patched_metrics_plot.return_value = mock_plot_data
         metrics_data_node = MagicMock()
         metrics_data_node.is_plot_node.return_value = False
+        metrics_data_node.is_image_node.return_value = False
         metrics_data_node.is_tracking_node.return_value = True
         metrics_data_node.is_metric_node.return_value = True
         metrics_node_metadata = DataNodeMetadata(data_node=metrics_data_node)
@@ -490,6 +522,7 @@ def test_json_data_node_metadata(
         patched_latest_json.return_value = mock_json_data
         json_data_node = MagicMock()
         json_data_node.is_plot_node.return_value = False
+        json_data_node.is_image_node.return_value = False
         json_data_node.is_tracking_node.return_value = True
         json_data_node.is_metric_node.return_value = False
         json_node_metadata = DataNodeMetadata(data_node=json_data_node)
@@ -499,8 +532,9 @@ def test_json_data_node_metadata(
     def test_metrics_data_node_metadata_dataset_not_exist(self):
         metrics_data_node = MagicMock()
         metrics_data_node.is_plot_node.return_value = False
+        metrics_data_node.is_image_node.return_value = False
         metrics_data_node.is_metric_node.return_value = True
-        metrics_data_node.kedro_obj._exists.return_value = False
+        metrics_data_node.kedro_obj.exists.return_value = False
         metrics_node_metadata = DataNodeMetadata(data_node=metrics_data_node)
         assert not hasattr(metrics_node_metadata, "metrics")
         assert not hasattr(metrics_node_metadata, "plot")
@@ -513,6 +547,7 @@ def test_data_node_metadata_latest_tracking_data_not_exist(
         patched_latest_tracking_data.return_value = None
         tracking_data_node = MagicMock()
         tracking_data_node.is_plot_node.return_value = False
+        tracking_data_node.is_image_node.return_value = False
         tracking_data_node.is_metric_node.return_value = True
         tracking_data_node_metadata = DataNodeMetadata(data_node=tracking_data_node)
         assert not hasattr(tracking_data_node_metadata, "metrics")
@@ -534,6 +569,7 @@ def test_tracking_data_node_metadata_versioned_dataset_not_exist(
         patched_data_loader.return_value = {}
         tracking_data_node = MagicMock()
         tracking_data_node.is_plot_node.return_value = False
+        tracking_data_node.is_image_node.return_value = False
         tracking_data_node.is_metric_node.return_value = True
         tracking_data_node_metadata = DataNodeMetadata(data_node=tracking_data_node)
         assert tracking_data_node_metadata.tracking_data == mock_metrics_data
diff --git a/src/actions/index.js b/src/actions/index.js
index 9680bf673a..b5032ea5b0 100644
--- a/src/actions/index.js
+++ b/src/actions/index.js
@@ -50,7 +50,7 @@ export function toggleSettingsModal(visible) {
   };
 }
 
-export const TOGGLE_PLOT_MODAL = 'TOGGLE_PLOT_MODAL';
+export const TOGGLE_METADATA_MODAL = 'TOGGLE_METADATA_MODAL';
 
 /**
  * Toggle whether to show the plot modal
@@ -58,7 +58,7 @@ export const TOGGLE_PLOT_MODAL = 'TOGGLE_PLOT_MODAL';
  */
 export function togglePlotModal(visible) {
   return {
-    type: TOGGLE_PLOT_MODAL,
+    type: TOGGLE_METADATA_MODAL,
     visible,
   };
 }
diff --git a/src/components/flowchart-primary-toolbar/flowchart-primary-toolbar.test.js b/src/components/flowchart-primary-toolbar/flowchart-primary-toolbar.test.js
index 3f5bf6abd0..f9c332ca2e 100644
--- a/src/components/flowchart-primary-toolbar/flowchart-primary-toolbar.test.js
+++ b/src/components/flowchart-primary-toolbar/flowchart-primary-toolbar.test.js
@@ -66,7 +66,7 @@ describe('PrimaryToolbar', () => {
       visible: expect.objectContaining({
         exportBtn: expect.any(Boolean),
         exportModal: expect.any(Boolean),
-        plotModal: expect.any(Boolean),
+        metadataModal: expect.any(Boolean),
         settingsModal: expect.any(Boolean),
         labelBtn: expect.any(Boolean),
         layerBtn: expect.any(Boolean),
diff --git a/src/components/flowchart-wrapper/flowchart-wrapper.js b/src/components/flowchart-wrapper/flowchart-wrapper.js
index 3fc5fde100..69dcb8ab57 100644
--- a/src/components/flowchart-wrapper/flowchart-wrapper.js
+++ b/src/components/flowchart-wrapper/flowchart-wrapper.js
@@ -6,7 +6,7 @@ import FlowChart from '../flowchart';
 import PipelineWarning from '../pipeline-warning';
 import LoadingIcon from '../icons/loading';
 import MetaData from '../metadata';
-import PlotlyModal from '../plotly-modal';
+import MetadataModal from '../metadata-modal';
 import Sidebar from '../sidebar';
 import './flowchart-wrapper.css';
 
@@ -24,7 +24,7 @@ export const FlowChartWrapper = ({ loading }) => (
       <LoadingIcon className="pipeline-wrapper__loading" visible={loading} />
     </div>
     <ExportModal />
-    <PlotlyModal />
+    <MetadataModal />
   </div>
 );
 
diff --git a/src/components/global-toolbar/global-toolbar.test.js b/src/components/global-toolbar/global-toolbar.test.js
index 2bf69a3c69..907a0bd763 100644
--- a/src/components/global-toolbar/global-toolbar.test.js
+++ b/src/components/global-toolbar/global-toolbar.test.js
@@ -55,7 +55,7 @@ describe('GlobalToolbar', () => {
         miniMap: true,
         miniMapBtn: true,
         modularPipelineFocusMode: null,
-        plotModal: false,
+        metadataModal: false,
         settingsModal: false,
         sidebar: true,
       },
diff --git a/src/components/icons/node-icon.js b/src/components/icons/node-icon.js
index f15e577e2c..c306a989fb 100644
--- a/src/components/icons/node-icon.js
+++ b/src/components/icons/node-icon.js
@@ -11,9 +11,11 @@ export const paths = {
     'M10.2 14v1.5H20v2h-9.8V19H8.3v-1.5H5v-2h3.3V14h2zm7.4-9v1.5H20v2h-2.4V10h-1.8V8.5H5v-2h10.8V5h1.8z',
   modularPipeline:
     'M8.18 4c1.11 0 2.03.8 2.17 1.86l4.4 1.61c.31-.17.68-.27 1.07-.27 1.2 0 2.18.95 2.18 2.13s-.98 2.14-2.18 2.14c-.38 0-.73-.1-1.04-.26l-4.22 2.74L13.69 16c.3-.16.66-.26 1.04-.26 1.2 0 2.18.96 2.18 2.14 0 1.18-.98 2.13-2.18 2.13a2.16 2.16 0 01-2.17-2.35l-3.34-2.18c-.3.17-.66.26-1.04.26-1.2 0-2.18-.95-2.18-2.13s.98-2.13 2.18-2.13c.61 0 1.16.24 1.56.63l3.9-2.55v-.22-.13L9.63 7.73c-.39.33-.9.54-1.45.54C6.98 8.27 6 7.3 6 6.13 6 4.95 6.98 4 8.18 4z',
-  //plotly icon
+  // for plotly and matplotlib
   plotly:
     'M6.261 11.546l5.465 5.766-1.452 1.376-4.013-4.235-2.535 2.676-1.452-1.376 3.987-4.207zm6.911-2.898l8.495 7.607-1.334 1.49-7.14-6.394-2.514 2.325-1.358-1.469 3.851-3.559zM5.5 6C6.328 6 7 6.672 7 7.5S6.328 9 5.5 9 4 8.328 4 7.5 4.672 6 5.5 6z',
+  image:
+    'M6.261 11.546l5.465 5.766-1.452 1.376-4.013-4.235-2.535 2.676-1.452-1.376 3.987-4.207zm6.911-2.898l8.495 7.607-1.334 1.49-7.14-6.394-2.514 2.325-1.358-1.469 3.851-3.559zM5.5 6C6.328 6 7 6.672 7 7.5S6.328 9 5.5 9 4 8.328 4 7.5 4.672 6 5.5 6z',
 };
 
 const NodeIcon = ({ className, icon }) =>
diff --git a/src/components/metadata-modal/index.js b/src/components/metadata-modal/index.js
new file mode 100644
index 0000000000..3360471637
--- /dev/null
+++ b/src/components/metadata-modal/index.js
@@ -0,0 +1,3 @@
+import MetadataModal from './metadata-modal';
+
+export default MetadataModal;
diff --git a/src/components/plotly-modal/plotly-modal.js b/src/components/metadata-modal/metadata-modal.js
similarity index 62%
rename from src/components/plotly-modal/plotly-modal.js
rename to src/components/metadata-modal/metadata-modal.js
index 9154342e8e..de339df641 100644
--- a/src/components/plotly-modal/plotly-modal.js
+++ b/src/components/metadata-modal/metadata-modal.js
@@ -3,23 +3,28 @@ import { connect } from 'react-redux';
 import PlotlyChart from '../plotly-chart';
 import CollapseIcon from '../icons/collapse';
 import BackIcon from '../icons/back';
-import NodeIcon from '../../components/icons/node-icon';
+import NodeIcon from '../icons/node-icon';
 import { togglePlotModal } from '../../actions';
 import getShortType from '../../utils/short-type';
 import { getClickedNodeMetaData } from '../../selectors/metadata';
-import './plotly-modal.css';
+import './metadata-modal.css';
+
+const MetadataModal = ({ metadata, onToggle, visible }) => {
+  const hasPlot = Boolean(metadata?.plot);
+  const hasImage = Boolean(metadata?.image);
+
+  if (!visible.metadataModal || (!hasPlot && !hasImage)) {
+    return null;
+  }
 
-const PlotlyModal = ({ metadata, onToggle, visible }) => {
   const nodeTypeIcon = getShortType(metadata?.datasetType, metadata?.type);
 
   const onCollapsePlotClick = () => {
     onToggle(false);
   };
-  if (!visible.plotModal || !metadata?.plot) {
-    return null;
-  }
+
   return (
-    <div className="pipeline-plotly-modal">
+    <div className="pipeline-metadata-modal">
       <div className="pipeline-plot-modal__top">
         <button
           className="pipeline-plot-modal__back"
@@ -33,11 +38,24 @@ const PlotlyModal = ({ metadata, onToggle, visible }) => {
           <span className="pipeline-plot-modal__title">{metadata.name}</span>
         </div>
       </div>
-      <PlotlyChart
-        data={metadata.plot.data}
-        layout={metadata.plot.layout}
-        view="modal"
-      />
+      {hasPlot && (
+        <PlotlyChart
+          data={metadata.plot.data}
+          layout={metadata.plot.layout}
+          view="modal"
+        />
+      )}
+      {hasImage && (
+        <div className="pipeline-matplotlib-chart">
+          <div className="pipeline-metadata__plot-image-container">
+            <img
+              alt="Matplotlib rendering"
+              className="pipeline-metadata__plot-image--expanded"
+              src={`data:image/png;base64,${metadata.image}`}
+            />
+          </div>
+        </div>
+      )}
       <div className="pipeline-plot-modal__bottom">
         <button
           className="pipeline-plot-modal__collapse-plot"
@@ -45,7 +63,9 @@ const PlotlyModal = ({ metadata, onToggle, visible }) => {
         >
           <CollapseIcon className="pipeline-plot-modal__collapse-plot-icon"></CollapseIcon>
           <span className="pipeline-plot-modal__collapse-plot-text">
-            Collapse Plotly Visualization
+            {hasPlot
+              ? 'Collapse Plotly Visualization'
+              : 'Collapse Matplotlib Image'}
           </span>
         </button>
       </div>
@@ -65,4 +85,4 @@ export const mapDispatchToProps = (dispatch) => ({
   },
 });
 
-export default connect(mapStateToProps, mapDispatchToProps)(PlotlyModal);
+export default connect(mapStateToProps, mapDispatchToProps)(MetadataModal);
diff --git a/src/components/plotly-modal/plotly-modal.scss b/src/components/metadata-modal/metadata-modal.scss
similarity index 95%
rename from src/components/plotly-modal/plotly-modal.scss
rename to src/components/metadata-modal/metadata-modal.scss
index b3514b577a..3a7dd69274 100644
--- a/src/components/plotly-modal/plotly-modal.scss
+++ b/src/components/metadata-modal/metadata-modal.scss
@@ -15,7 +15,7 @@
   --color-button-text: #{$color-light};
 }
 
-.pipeline-plotly-modal {
+.pipeline-metadata-modal {
   position: absolute;
   top: 0;
   right: 0;
@@ -30,7 +30,8 @@
   height: 100%; /* Full height (cover the whole page) */
   background-color: var(--color-bg-plot);
 
-  .pipeline-plotly-chart {
+  .pipeline-plotly-chart,
+  .pipeline-matplotlib-chart {
     width: calc(98% - 80px - #{$global-toolbar-width});
     height: calc(92% - 80px);
     margin: auto;
@@ -126,7 +127,7 @@
   font-size: 1.6em;
 }
 
-@media (max-width: $plotly-modal-breakpoint) {
+@media (max-width: $metadata-modal-breakpoint) {
   .pipeline-plot-modal__collapse-plot {
     width: auto;
   }
diff --git a/src/components/plotly-modal/plotly-modal.test.js b/src/components/metadata-modal/metadata-modal.test.js
similarity index 81%
rename from src/components/plotly-modal/plotly-modal.test.js
rename to src/components/metadata-modal/metadata-modal.test.js
index 9e32aa9604..683b118ed7 100644
--- a/src/components/plotly-modal/plotly-modal.test.js
+++ b/src/components/metadata-modal/metadata-modal.test.js
@@ -1,5 +1,5 @@
 import React from 'react';
-import PlotlyModal from './plotly-modal';
+import MetadataModal from './metadata-modal';
 import { toggleNodeClicked, addNodeMetadata } from '../../actions/nodes';
 import { setup } from '../../utils/state.mock';
 import { togglePlotModal } from '../../actions';
@@ -9,7 +9,7 @@ const metricsNodeID = '966b9734';
 
 describe('Plotly Modal', () => {
   const mount = (props) => {
-    return setup.mount(<PlotlyModal />, {
+    return setup.mount(<MetadataModal />, {
       beforeLayoutActions: [() => toggleNodeClicked(props.nodeId)],
       afterLayoutActions: [
         () => togglePlotModal(true),
@@ -19,19 +19,19 @@ describe('Plotly Modal', () => {
   };
   it('renders without crashing', () => {
     const wrapper = mount({ nodeId: metricsNodeID });
-    expect(wrapper.find('.pipeline-plotly-modal').length).toBe(1);
+    expect(wrapper.find('.pipeline-metadata-modal').length).toBe(1);
   });
 
   it('modal closes when collapse button is clicked', () => {
     const wrapper = mount({ nodeId: metricsNodeID });
     wrapper.find('.pipeline-plot-modal__collapse-plot').simulate('click');
-    expect(wrapper.find('.pipeline-plotly-modal').length).toBe(0);
+    expect(wrapper.find('.pipeline-metadata-modal').length).toBe(0);
   });
 
   it('modal closes when back button is clicked', () => {
     const wrapper = mount({ nodeId: metricsNodeID });
     wrapper.find('.pipeline-plot-modal__back').simulate('click');
-    expect(wrapper.find('.pipeline-plotly-modal').length).toBe(0);
+    expect(wrapper.find('.pipeline-metadata-modal').length).toBe(0);
   });
 
   it('shows plot when a plot node is clicked', () => {
diff --git a/src/components/metadata/metadata.js b/src/components/metadata/metadata.js
index 99d2a73fd1..80ece95ef5 100644
--- a/src/components/metadata/metadata.js
+++ b/src/components/metadata/metadata.js
@@ -29,22 +29,28 @@ const MetaData = ({
   visibleCode,
   onToggleCode,
   onToggleNodeSelected,
-  onTogglePlotModal,
+  onToggleMetadataModal,
 }) => {
   // Hide code panel when selected metadata changes
   useEffect(() => onToggleCode(false), [metadata, onToggleCode]);
   // Hide plot modal when selected metadata changes
-  useEffect(() => onTogglePlotModal(false), [metadata, onTogglePlotModal]);
+  useEffect(
+    () => onToggleMetadataModal(false),
+    [metadata, onToggleMetadataModal]
+  );
+
   const isTaskNode = metadata?.type === 'task';
   const isDataNode = metadata?.type === 'data';
   const isParametersNode = metadata?.type === 'parameters';
   const nodeTypeIcon = getShortType(metadata?.datasetType, metadata?.type);
   const hasPlot = Boolean(metadata?.plot);
+  const hasImage = Boolean(metadata?.image);
   const hasTrackingData = Boolean(metadata?.trackingData);
   const hasCode = Boolean(metadata?.code);
   const isTranscoded = Boolean(metadata?.originalType);
   const showCodePanel = visible && visibleCode && hasCode;
   const showCodeSwitch = hasCode;
+
   let runCommand = metadata?.runCommand;
   if (!runCommand) {
     // provide a help text for user to know why the run command is not available for the task node
@@ -70,7 +76,7 @@ const MetaData = ({
   };
 
   const onExpandPlotClick = () => {
-    onTogglePlotModal(true);
+    onToggleMetadataModal(true);
   };
 
   return (
@@ -212,6 +218,29 @@ const MetaData = ({
                   </button>
                 </>
               )}
+              {hasImage && (
+                <>
+                  <div
+                    className="pipeline-metadata__plot"
+                    onClick={onExpandPlotClick}
+                  >
+                    <img
+                      alt="Matplotlib rendering"
+                      className="pipeline-metadata__plot-image"
+                      src={`data:image/png;base64,${metadata.image}`}
+                    />
+                  </div>
+                  <button
+                    className="pipeline-metadata__expand-plot"
+                    onClick={onExpandPlotClick}
+                  >
+                    <ExpandIcon className="pipeline-metadata__expand-plot-icon"></ExpandIcon>
+                    <span className="pipeline-metadata__expand-plot-text">
+                      Expand Matplotlib Image
+                    </span>
+                  </button>
+                </>
+              )}
             </div>
           </>
         )}
@@ -235,7 +264,7 @@ export const mapDispatchToProps = (dispatch) => ({
   onToggleCode: (visible) => {
     dispatch(toggleCode(visible));
   },
-  onTogglePlotModal: (visible) => {
+  onToggleMetadataModal: (visible) => {
     dispatch(togglePlotModal(visible));
   },
 });
diff --git a/src/components/metadata/metadata.test.js b/src/components/metadata/metadata.test.js
index dd22095732..6d2afc59b7 100644
--- a/src/components/metadata/metadata.test.js
+++ b/src/components/metadata/metadata.test.js
@@ -544,12 +544,12 @@ describe('MetaData', () => {
       });
     });
 
-    it('onTogglePlotModal', () => {
+    it('onToggleMetadataModal', () => {
       const dispatch = jest.fn();
-      mapDispatchToProps(dispatch).onTogglePlotModal(true);
+      mapDispatchToProps(dispatch).onToggleMetadataModal(true);
       expect(dispatch.mock.calls[0][0]).toEqual({
         visible: true,
-        type: 'TOGGLE_PLOT_MODAL',
+        type: 'TOGGLE_METADATA_MODAL',
       });
     });
   });
diff --git a/src/components/metadata/styles/metadata.scss b/src/components/metadata/styles/metadata.scss
index 21d6be2e26..a87d547e12 100644
--- a/src/components/metadata/styles/metadata.scss
+++ b/src/components/metadata/styles/metadata.scss
@@ -209,6 +209,23 @@ $list-inline-spacing: 0.2em;
   cursor: pointer;
 }
 
+.pipeline-metadata__plot-image-container {
+  height: 100%;
+  position: relative;
+  width: 100%;
+}
+
+.pipeline-metadata__plot-image {
+  width: 100%;
+}
+
+.pipeline-metadata__plot-image--expanded {
+  height: 100%;
+  left: 50%;
+  position: absolute;
+  transform: translateX(-50%);
+}
+
 .pipeline-metadata__properties {
   flex-grow: 1;
   height: 0px;
diff --git a/src/components/plotly-modal/index.js b/src/components/plotly-modal/index.js
deleted file mode 100644
index d27437127d..0000000000
--- a/src/components/plotly-modal/index.js
+++ /dev/null
@@ -1,3 +0,0 @@
-import PlotlyModal from './plotly-modal';
-
-export default PlotlyModal;
diff --git a/src/config.js b/src/config.js
index f4519f663a..e7eaac33cf 100644
--- a/src/config.js
+++ b/src/config.js
@@ -70,4 +70,6 @@ export const sidebarElementTypes = {
 export const shortTypeMapping = {
   'kedro.extras.datasets.plotly.plotly_dataset.PlotlyDataSet': 'plotly',
   'kedro.extras.datasets.plotly.json_dataset.JSONDataSet': 'plotly',
+  'kedro.extras.datasets.matplotlib.matplotlib_writer.MatplotlibWriter':
+    'image',
 };
diff --git a/src/reducers/nodes.js b/src/reducers/nodes.js
index fe70028bee..dd7f7ce1fd 100644
--- a/src/reducers/nodes.js
+++ b/src/reducers/nodes.js
@@ -78,6 +78,9 @@ function nodeReducer(nodeState = {}, action) {
         plot: Object.assign({}, nodeState.plot, {
           [id]: data.plot,
         }),
+        image: Object.assign({}, nodeState.image, {
+          [id]: data.image,
+        }),
         trackingData: Object.assign({}, nodeState.trackingData, {
           [id]: data.tracking_data,
         }),
diff --git a/src/reducers/visible.js b/src/reducers/visible.js
index 583c25cc83..81fd1e4bbb 100644
--- a/src/reducers/visible.js
+++ b/src/reducers/visible.js
@@ -2,7 +2,7 @@ import {
   TOGGLE_GRAPH,
   TOGGLE_EXPORT_MODAL,
   TOGGLE_SETTINGS_MODAL,
-  TOGGLE_PLOT_MODAL,
+  TOGGLE_METADATA_MODAL,
   TOGGLE_SIDEBAR,
   TOGGLE_CODE,
   TOGGLE_MINIMAP,
@@ -17,9 +17,9 @@ function visibleReducer(visibleState = {}, action) {
       });
     }
 
-    case TOGGLE_PLOT_MODAL: {
+    case TOGGLE_METADATA_MODAL: {
       return Object.assign({}, visibleState, {
-        plotModal: action.visible,
+        metadataModal: action.visible,
       });
     }
 
diff --git a/src/selectors/metadata.js b/src/selectors/metadata.js
index b490add02f..feaadf217f 100644
--- a/src/selectors/metadata.js
+++ b/src/selectors/metadata.js
@@ -31,6 +31,7 @@ export const getClickedNodeMetaData = createSelector(
     (state) => state.node.code,
     (state) => state.node.parameters,
     (state) => state.node.plot,
+    (state) => state.node.image,
     (state) => state.node.trackingData,
     (state) => state.node.datasetType,
     (state) => state.node.originalType,
@@ -50,6 +51,7 @@ export const getClickedNodeMetaData = createSelector(
     nodeCodes,
     nodeParameters,
     nodePlot,
+    nodeImage,
     nodeTrackingData,
     nodeDatasetTypes,
     nodeOriginalTypes,
@@ -80,6 +82,7 @@ export const getClickedNodeMetaData = createSelector(
       code: nodeCodes[nodeId],
       filepath: nodeFilepaths[nodeId],
       plot: nodePlot[nodeId],
+      image: nodeImage[nodeId],
       trackingData: nodeTrackingData[nodeId],
       datasetType: nodeDatasetTypes[nodeId],
       originalType: nodeOriginalTypes[nodeId],
diff --git a/src/store/initial-state.js b/src/store/initial-state.js
index 6e2ffb7ac4..9e231dad4b 100644
--- a/src/store/initial-state.js
+++ b/src/store/initial-state.js
@@ -27,7 +27,7 @@ export const createInitialState = () => ({
     layerBtn: true,
     exportBtn: true,
     exportModal: false,
-    plotModal: false,
+    metadataModal: false,
     settingsModal: false,
     sidebar: window.innerWidth > sidebarWidth.breakpoint,
     code: false,
diff --git a/src/store/normalize-data.js b/src/store/normalize-data.js
index 8bbedc9913..01cbad900e 100644
--- a/src/store/normalize-data.js
+++ b/src/store/normalize-data.js
@@ -34,6 +34,7 @@ export const createInitialPipelineState = () => ({
     inputs: {},
     outputs: {},
     plot: {},
+    image: {},
     trackingData: {},
     datasetType: {},
     originalType: {},
@@ -140,6 +141,7 @@ const addNode = (state) => (node) => {
   state.node.parameters[id] = node.parameters;
   state.node.filepath[id] = node.filepath;
   state.node.plot[id] = node.plot;
+  state.node.image[id] = node.image;
   state.node.datasetType[id] = node.dataset_type;
   state.node.originalType[id] = node.original_type;
   state.node.transcodedTypes[id] = node.transcoded_types;
diff --git a/src/store/store.js b/src/store/store.js
index a02558880f..ab1dad0f00 100644
--- a/src/store/store.js
+++ b/src/store/store.js
@@ -28,7 +28,7 @@ const saveStateToLocalStorage = (state) => {
   // does not save modal state to localStorage
   const {
     exportModal,
-    plotModal,
+    metadataModal,
     settingsModal,
     modularPipelineFocusMode,
     ...otherVisibleProps
diff --git a/src/styles/_variables.scss b/src/styles/_variables.scss
index d7db613c4a..ae65a10fac 100644
--- a/src/styles/_variables.scss
+++ b/src/styles/_variables.scss
@@ -65,7 +65,7 @@ $metadata-sidebar-code-open: 480px;
 $metadata-sidebar-code-closed: 0;
 $metadata-sidebar-code-breakpoint: 1200px;
 
-$plotly-modal-breakpoint: 700px;
+$metadata-modal-breakpoint: 700px;
 
 $global-toolbar-width: 80px;