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Submodule deepexplain
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interfaces/interpretability_ui/scripts/generate_explanation_table.js
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,232 @@ | ||
| function GenerateExplanationTable() | ||
| { | ||
| var num_dataset_images = $("#num_explanations_in_table").val(); | ||
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| var selected_dataset = GetActiveDatasetName(); | ||
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| GetDatasetExplanationTableImages(selected_dataset,num_dataset_images); | ||
| } | ||
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| function GetDatasetExplanationTableImages(dataset_name,num_inputs) | ||
| { | ||
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| browse_dataset_url = api_base_url + `/dataset-test-images?dataset=${dataset_name}&num_images=${num_inputs}`; | ||
| browse_dataset_url = browse_dataset_url.split(" ").join("%20"); | ||
| $.ajax({ | ||
| url: browse_dataset_url, | ||
| type: "GET", | ||
| success: function (data) | ||
| { | ||
| CreateAndPopulateExplanationTable(data,dataset_name); | ||
| } | ||
| }) | ||
| } | ||
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| function CreateAndPopulateExplanationTable(input_images,dataset_name) | ||
| { | ||
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| var selected_models = GetActiveModels(); | ||
| var selected_explanations = GetActiveExplanations(); | ||
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| // var table_scaffold_json = {"table":{"input_images":input_images,"selected_models":selected_models,"selected_explanations":selected_explanations}}; | ||
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| for (var img_i = 0; img_i < input_images.length; img_i++){ | ||
| input_image = input_images[img_i]; | ||
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| var image_identifier = input_image.image_name.replace(".jpg",""); | ||
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| var explanation_result_table_html = `<table id="image_explantion_table__${image_identifier}" class="table table-bordered image_explantion_table"> | ||
| <thead> | ||
| <tr> | ||
| <th scope="col"> | ||
| <img id="explanation-table-input-image__${image_identifier}" class="explanation-table-input-image" src="data:image/jpg;base64,${input_image.input}"> | ||
| <span class="explanation-table-input-image-ground-truth" id="explanation-table-input-image-ground-truth__${image_identifier}">${input_image.ground_truth}</span> | ||
| </th>`; | ||
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| for (var explanation_i = 0; explanation_i < selected_explanations.length; explanation_i++){ | ||
| current_explanation = selected_explanations[explanation_i]; | ||
| explanation_result_table_html = explanation_result_table_html + `<th class="explanation_header" id="explanation_header__${image_identifier}__${current_explanation.class_name}" scope="col">${current_explanation.explanation_name}</th>`; | ||
| } | ||
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| explanation_result_table_html = explanation_result_table_html +`</tr> | ||
| </thead> | ||
| <tbody id="explanation-table-body__${image_identifier}" class="explanation-table-body">`; | ||
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| //create rows | ||
| for (var model_i = 0; model_i < selected_models.length; model_i++){ | ||
| current_model = selected_models[model_i]; | ||
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| explanation_result_table_html = explanation_result_table_html +`<tr> | ||
| <th class="explanation_row_header" id="explanation_row_header__${image_identifier}__${current_model.class_name}" scope="row">${current_model.model_name}</th>`; | ||
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| //create cells | ||
| for (var explanation_i = 0; explanation_i < selected_explanations.length; explanation_i++){ | ||
| current_explanation = selected_explanations[explanation_i]; | ||
| explanation_result_table_html = explanation_result_table_html +`<td class="explanation_result" id="explanation_result__${image_identifier}__${current_model.class_name}__${current_explanation.class_name}" > | ||
| <img id="explanation-table-result-image__${image_identifier}__${current_model.class_name}__${current_explanation.class_name}" class="explanation-table-result-image" src="test_content/testset_1_preview.jpg"> | ||
| <span class="explanation-table-result-image-prediction" id="explanation-table-result-image-prediction__${image_identifier}__${current_model.class_name}__${current_explanation.class_name}">"Fetching..."</span> | ||
| <span class="explanation-table-result-json-storage json-storage" id="explanation-table-result-json-storage__${image_identifier}__${current_model.class_name}__${current_explanation.class_name}"></span> | ||
| </td>`; | ||
| } | ||
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| explanation_result_table_html = explanation_result_table_html +`</tr>`; | ||
| } | ||
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| explanation_result_table_html = explanation_result_table_html +`</tbody> | ||
| </table>`; | ||
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| $("#card-deck__explanation-table").html($("#card-deck__explanation-table").html() + explanation_result_table_html); | ||
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| for (var model_i = 0; model_i < selected_models.length; model_i++){ | ||
| current_model = selected_models[model_i]; | ||
| for (var explanation_i = 0; explanation_i < selected_explanations.length; explanation_i++){ | ||
| current_explanation = selected_explanations[explanation_i]; | ||
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| PopulateExplanationTable(dataset_name,input_image,current_model,current_explanation); | ||
| } | ||
| } | ||
| } | ||
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| } | ||
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| function PopulateExplanationTable(dataset_name,input_image,model,explanation) | ||
| { | ||
| GetExplanationForTable(dataset_name,model,explanation,input_image.image_name,false,AddExplanationResultToTable) | ||
| } | ||
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| function AddExplanationResultToTable(explanation_result,image_identifier,model_identifier,explanation_identifier) | ||
| { | ||
| var image_element_id = `explanation-table-result-image__${image_identifier}__${model_identifier}__${explanation_identifier}`; | ||
| $("#"+image_element_id).attr("src","data:image/jpg;base64,"+explanation_result["explanation_image"]); | ||
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| var ground_truth_id = `explanation-table-result-image-prediction__${image_identifier}__${model_identifier}__${explanation_identifier}`; | ||
| $("#"+ground_truth_id).html(explanation_result["prediction"]); | ||
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| var json_id = `explanation-table-result-json-storage__${image_identifier}__${model_identifier}__${explanation_identifier}`; | ||
| $("#"+json_id).html(JSON.stringify(explanation_result)); | ||
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| } | ||
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| function GetExplanationForTable(dataset_name,model,explanation,image_name,attribution_map,callback_function) | ||
| { | ||
| var image_identifier = input_image.image_name.replace(".jpg",""); | ||
| var model_identifier = model.class_name; | ||
| var explanation_identifier = explanation.class_name; | ||
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| var explain_url = api_base_url + `/explanation-explain?dataset=${dataset_name}&model=${model.model_name}&image=${image_name}&explanation=${explanation.explanation_name}&attribution_map=${attribution_map}`; | ||
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| $.ajax({ | ||
| url: explain_url, | ||
| type: "GET", | ||
| success: function (data) | ||
| { | ||
| callback_function(data,image_identifier,model_identifier,explanation_identifier); | ||
| } | ||
| }) | ||
| } | ||
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| function ProduceJsonForStorage() | ||
| { | ||
| var explanation_results = $(".explanation_result"); | ||
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| var json_strings = []; | ||
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| for (var result_i = 0; result_i < explanation_results.length; result_i++){ | ||
| var current_result = explanation_results[result_i]; | ||
| var result_id = current_result.id.replace("explanation_result__",""); | ||
| var result_identifiers = result_id.split("__"); | ||
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| var result_dict = {}; | ||
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| result_dict["image_name"] = result_identifiers[0]; | ||
| result_dict["model_class_name"] = result_identifiers[1]; | ||
| result_dict["explanation_class_name"] = result_identifiers[2]; | ||
| result_dict["result_json"] = JSON.parse($("#explanation-table-result-json-storage__"+result_id).html()); | ||
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| var json_string = JSON.stringify(result_dict); | ||
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| json_strings.push(json_string); | ||
| } | ||
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| //$("#results_string_output").html('{"results":['+json_strings.join(",<br>")+']}'); | ||
| DownloadTableJson('{"explanation_table_data":{"results":['+json_strings.join(",\n")+']}, \n\n"table_html":'+JSON.stringify({"html":$("#card-deck__explanation-table").html()})+'}'); | ||
| $("#results_string_output").html("Generating JSON for download..."); | ||
| } | ||
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| function SaveTableAsJson() | ||
| { | ||
| var table_json = CollectJsonFromTable(); | ||
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| alert("save"); | ||
| } | ||
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| function CollectJsonFromTable() | ||
| { | ||
| var table_jsons = $(".explanation-table-result-json-storage").html(); | ||
| return table_jsons; | ||
| } | ||
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| function DownloadTableJson(table_json_string) | ||
| { | ||
| var element = document.createElement('a'); | ||
| element.setAttribute('href', 'data:text/plain;charset=utf-8,' + encodeURIComponent(table_json_string)); | ||
| element.setAttribute('download', "json_table.json"); | ||
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| element.style.display = 'none'; | ||
| document.body.appendChild(element); | ||
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| element.click(); | ||
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| document.body.removeChild(element); | ||
| } | ||
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| function LoadFromFile() | ||
| { | ||
| var files = document.getElementById("table_json_input").files; | ||
| BuildTableFromFile(files[0]); | ||
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| } | ||
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| function BuildTableFromJsonString(table_json_string) | ||
| { | ||
| var table_json = JSON.parse(table_json_string); | ||
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| $("#card-deck__explanation-table").html(table_json.table_html.html); | ||
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| alert("building table"); | ||
| } | ||
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| function BuildTableFromFile(f) | ||
| { | ||
| var reader = new FileReader(); | ||
| reader.onload = (function(file) { | ||
| return function(e) { | ||
| BuildTableFromJsonString(e.target.result); | ||
| }; | ||
| })(f); | ||
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| reader.readAsText(f); | ||
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| } | ||
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| $('#table_json_input').on('change',function(){ | ||
| var files = this.files; | ||
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| $("#load_table_label").html(files[0].name); | ||
| }) |
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..._ui/scripts/interpretability_framework.js → ..._ui/scripts/interpretability_framework.js
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| Original file line number | Diff line number | Diff line change |
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| REACT_APP_SERVER_NAME="localhost" | ||
| REACT_APP_PORT_NUMBER="3100" |
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| # See https://help.github.com/ignore-files/ for more about ignoring files. | ||
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| # dependencies | ||
| /node_modules | ||
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| # testing | ||
| /coverage | ||
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| # production | ||
| /build | ||
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| # misc | ||
| .DS_Store | ||
| .env.local | ||
| .env.development.local | ||
| .env.test.local | ||
| .env.production.local | ||
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| npm-debug.log* | ||
| yarn-debug.log* | ||
| yarn-error.log* |
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