Feature/Visualise Plots in Experiment Tracking (#984)

* Create jupyter-server-proxy entrypoint

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

* backend without tests

* fixed backend and added fe stuff

* fe to current status

* backend tests and lint

* fix schema

* fixed empty plots on Modal and Value not shown

* added placeholder for empty plots

* plot alignments and sizings

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

* wording change

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

* another run; layouts for the three charts

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

* fix to work when matplotlib is not installed + other review fixes

* css cleanup

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

* fix be tests

* remove unused variable

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

* update NodeIcon for new tracking type

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

* more matplotlib styling; remove manifest file; add package.json description; better prop passing

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

* fix tests

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

* styling fix for plotly charts

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

* plot hover states

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

* add wider back icon; don't sort runIds by time; update plot modal top margin

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

* fixed versioned datasets issue

* fixed preview plots

* fix be tests

* fix lint

* fix tests

* use loadingTrackingData value to better render traacking data section

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

* Tidy

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

* fix index and key error

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

* Tidy dataset dependency-handling logic

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

* Make flowchart plots work on general fsspec

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

* Fix stupid test

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

* update erroneous folder name

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

* update import

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

* Move dataset loading to data_loader.py

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

* update class and variable naming

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

* Tidy

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

* Fix merge conflict

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

* Release dataset before checking existence

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

* Revert "Create jupyter-server-proxy entrypoint"

This reverts commit 8d3ba79.

* Please pass now

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

* Add tests for RunPlotsModal and PlotlyChart components

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

* Add tests for the RunDataset component

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

* update release notes

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

* Add run_ids to TrackingDataset query; improve loading of runs; update tests

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

* Update schema

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

* Remove blank runs in session store; update language of release note

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

Co-authored-by: Antony Milne <antony.milne@quantumblack.com>
Co-authored-by: Tynan DeBold <thdebold@gmail.com>

RELEASE.md

@@ -8,6 +8,7 @@ Please follow the established format:
 
 ## Major features and improvements
 
+- Allow the visualisation of Matplotlib and Plotly plots in experiment tracking. (#984)
 - Remove support for Kedro v16. (#998)
 
 # Release 4.7.2

demo-project/conf/base/catalog_08_reporting.yml

@@ -8,14 +8,16 @@ reporting.cancellation_policy_breakdown:
       x: company_location
       y: price
       color: cancellation_policy
-      log_y: True
+      log_y: true
       labels:
         price: 'fleet_price'
+  versioned: true
 
 reporting.price_histogram:
   type: plotly.JSONDataSet # Constructed via Python API
   filepath: ${base_location}/08_reporting/price_histogram.json
   layer: reporting
+  versioned: true
 
 reporting.cancellation_policy_grid:
   type: demo_project.extras.datasets.image_dataset.ImageDataSet
@@ -24,3 +26,4 @@ reporting.cancellation_policy_grid:
 reporting.matplotlib_image:
   type: matplotlib.MatplotlibWriter
   filepath: ${base_location}/08_reporting/matplot_lib_single_plot.png
+  versioned: true

demo-project/data/08_reporting/cancellation_breakdown.json/2022-07-20T15.39.58.437Z/cancellation_breakdown.json

@@ -0,0 +1 @@
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demo-project/data/08_reporting/cancellation_breakdown.json/2022-07-21T12.54.06.759Z/cancellation_breakdown.json

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demo-project/data/09_tracking/linear_params.json/2022-07-20T15.39.58.437Z/linear_params.json

@@ -0,0 +1,6 @@
+{
+  "model_type": "LinearRegression",
+  "fit_intercept": true,
+  "copy_X": true,
+  "positive": false
+}

demo-project/data/09_tracking/linear_params.json/2022-07-21T12.54.06.759Z/linear_params.json

@@ -0,0 +1,6 @@
+{
+  "model_type": "LinearRegression",
+  "fit_intercept": true,
+  "copy_X": true,
+  "positive": false
+}

demo-project/data/09_tracking/linear_params.json/2022-07-22T13.49.08.764Z/linear_params.json

@@ -0,0 +1,6 @@
+{
+  "model_type": "LinearRegression",
+  "fit_intercept": true,
+  "copy_X": true,
+  "positive": false
+}

demo-project/data/09_tracking/linear_score.json/2022-07-20T15.39.58.437Z/linear_score.json

@@ -0,0 +1,3 @@
+{
+  "r2_score": 0.40296896595214116
+}

demo-project/data/09_tracking/linear_score.json/2022-07-21T12.54.06.759Z/linear_score.json

@@ -0,0 +1,3 @@
+{
+  "r2_score": 0.40296896595214116
+}

demo-project/data/09_tracking/linear_score.json/2022-07-22T13.49.08.764Z/linear_score.json

@@ -0,0 +1,3 @@
+{
+  "r2_score": 0.40296896595214116
+}

demo-project/data/09_tracking/rf_params.json/2022-07-20T15.39.58.437Z/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
+}

demo-project/data/09_tracking/rf_params.json/2022-07-21T12.54.06.759Z/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
+}

demo-project/data/09_tracking/rf_params.json/2022-07-22T13.49.08.764Z/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
+}