Add application file

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+debug_dataset.py
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

.idea/.gitignore

@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml

.idea/inspectionProfiles/Project_Default.xml

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+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="3">
+            <item index="0" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="1" class="java.lang.String" itemvalue="CLIP" />
+            <item index="2" class="java.lang.String" itemvalue="transformers" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (wmtis-explorer)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/wmtis-explorer.iml" filepath="$PROJECT_DIR$/.idea/wmtis-explorer.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

.idea/wmtis-explorer.iml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.10 (wmtis-explorer)" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

app.py

@@ -15,7 +15,9 @@ CROWD_NEGATIVE_CAPTIONS = 'crowd_negative_captions'
 CROWD_NEGATIVE_EXPLANATIONS = 'crowd_negative_explanations'
 QA = 'question_answering_pairs'
 IMAGE_ID = 'image_id'
-dataset_cols = [x for x in wmtis.features.keys() if x not in [IMAGE]]
+left_side_columns = [IMAGE]
+# left_side_columns = [IMAGE, DESIGNER_EXPLANATION, IMAGE_DESIGNER, IMAGE_ID]
+right_side_columns = [x for x in wmtis.features.keys() if x not in left_side_columns and x not in [CROWD_NEGATIVE_EXPLANATIONS, QA]]
 enumerate_cols = [CROWD_CAPTIONS, CROWD_EXPLANATIONS, CROWD_NEGATIVE_CAPTIONS, CROWD_NEGATIVE_EXPLANATIONS]
 def func(index):
     example = wmtis[index]
@@ -25,7 +27,7 @@ def func(index):
 
 def get_instance_values(example):
     values = []
-    for k in [IMAGE] + dataset_cols:
+    for k in left_side_columns + right_side_columns:
         if k in enumerate_cols:
             value = list_to_string(example[k])
         elif k == QA:
@@ -47,17 +49,28 @@ with demo:
         slider = gr.Slider(minimum=0, maximum=dataset_size, step=1, label='index')
         with gr.Row():
             index = random.choice(range(0, dataset_size))
-            image_input = gr.Image(value=wmtis[index]["image"])
+            example = wmtis[index]
+            instance_values = get_instance_values(example)
             with gr.Column():
-                example = wmtis[index]
-                instance_values = get_instance_values(example)
-                text_inputs = []
-                assert len(dataset_cols) == len(instance_values[1:]) # excluding the image
-                for key, value in zip(dataset_cols, instance_values[1:]):
+                # image_input = gr.Image(value=wmtis[index]["image"])
+                inputs_left = []
+                assert len(left_side_columns) == len(
+                    instance_values[:len(left_side_columns)])  # excluding the image & designer
+                for key, value in zip(left_side_columns, instance_values[:len(left_side_columns)]):
+                    if key == IMAGE:
+                        input_k = gr.Image(value=wmtis[index]["image"])
+                    else:
+                        label = key.capitalize().replace("_", " ")
+                        input_k = gr.Textbox(value=value, label=label)
+                    inputs_left.append(input_k)
+            with gr.Column():
+                text_inputs_right = []
+                assert len(right_side_columns) == len(instance_values[len(left_side_columns):]) # excluding the image & designer
+                for key, value in zip(right_side_columns, instance_values[len(left_side_columns):]):
                     label = key.capitalize().replace("_", " ")
                     text_input_k = gr.Textbox(value=value, label=label)
-                    text_inputs.append(text_input_k)
+                    text_inputs_right.append(text_input_k)
 
-    slider.change(func, inputs=[slider], outputs=[image_input] + text_inputs)
+    slider.change(func, inputs=[slider], outputs=inputs_left + text_inputs_right)
 
 demo.launch()

requirements.txt

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+datasets
+gradio==3.0.5