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fix: GenAI Client(evals) - fix eval visualizations in Vertex Workbench #6113

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Merged
copybara-service merged 1 commit into from
Nov 13, 2025
Merged

fix: GenAI Client(evals) - fix eval visualizations in Vertex Workbench #6113

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28 changes: 14 additions & 14 deletions vertexai/_genai/_evals_visualization.py
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Original file line number Diff line number Diff line change
Expand Up @@ -254,7 +254,7 @@ def _get_evaluation_html(eval_result_json: str) -> str:
<div id="details-section"></div>
</div>
<script>
const vizData = {eval_result_json};
var vizData_vertex_eval_sdk = {eval_result_json};
function formatDictVals(obj) {{
if (typeof obj === 'string') return obj;
if (obj === undefined || obj === null) return '';
Expand All @@ -276,7 +276,7 @@ def _get_evaluation_html(eval_result_json: str) -> str:
return '';
}}

const agentInfo = vizData.agent_info;
const agentInfo = vizData_vertex_eval_sdk.agent_info;

// If we have agent info, render as trace
if(agentInfo) {{
Expand Down Expand Up @@ -545,9 +545,9 @@ def _get_evaluation_html(eval_result_json: str) -> str:
container.innerHTML += card + '</details>';
}});
}}
renderSummary(vizData.summary_metrics);
renderAgentInfo(vizData.agent_info);
renderDetails(vizData.eval_case_results, vizData.metadata, vizData.agent_info);
renderSummary(vizData_vertex_eval_sdk.summary_metrics);
renderAgentInfo(vizData_vertex_eval_sdk.agent_info);
renderDetails(vizData_vertex_eval_sdk.eval_case_results, vizData_vertex_eval_sdk.metadata, vizData_vertex_eval_sdk.agent_info);
</script>
</body>
</html>
Expand Down Expand Up @@ -616,7 +616,7 @@ def _get_comparison_html(eval_result_json: str) -> str:
<div id="details-section"></div>
</div>
<script>
const vizData = {eval_result_json};
var vizData_vertex_eval_sdk = {eval_result_json};
function renderSummary(summaryMetrics, metadata) {{
const container = document.getElementById('summary-section');
if (!summaryMetrics || summaryMetrics.length === 0) {{ container.innerHTML = '<h2>Summary Metrics</h2><p>No summary metrics.</p>'; return; }}
Expand Down Expand Up @@ -686,8 +686,8 @@ def _get_comparison_html(eval_result_json: str) -> str:
container.innerHTML += card + '</div></details>';
}});
}}
renderSummary(vizData.summary_metrics, vizData.metadata);
renderDetails(vizData.eval_case_results, vizData.metadata);
renderSummary(vizData_vertex_eval_sdk.summary_metrics, vizData_vertex_eval_sdk.metadata);
renderDetails(vizData_vertex_eval_sdk.eval_case_results, vizData_vertex_eval_sdk.metadata);
</script>
</body>
</html>
Expand Down Expand Up @@ -746,8 +746,8 @@ def _get_inference_html(dataframe_json: str) -> str:
<div id="results-table"></div>
</div>
<script>
const vizData = {dataframe_json};
const container = document.getElementById('results-table');
var vizData_vertex_eval_sdk = {dataframe_json};
var container_vertex_eval_sdk = document.getElementById('results-table');

function renderRubrics(cellValue) {{
let content = '';
Expand Down Expand Up @@ -803,20 +803,20 @@ def _get_inference_html(dataframe_json: str) -> str:
return `<td>${{cellContent}}</td>`;
}}

if (!vizData || vizData.length === 0) {{ container.innerHTML = "<p>No data.</p>"; }}
if (!vizData_vertex_eval_sdk || vizData_vertex_eval_sdk.length === 0) {{ container_vertex_eval_sdk.innerHTML = "<p>No data.</p>"; }}
else {{
let table = '<table><thead><tr>';
const headers = Object.keys(vizData[0] || {{}});
const headers = Object.keys(vizData_vertex_eval_sdk[0] || {{}});
headers.forEach(h => table += `<th>${{h}}</th>`);
table += '</tr></thead><tbody>';
vizData.forEach(row => {{
vizData_vertex_eval_sdk.forEach(row => {{
table += '<tr>';
headers.forEach(header => {{
table += renderCell(row[header], header);
}});
table += '</tr>';
}});
container.innerHTML = table + '</tbody></table>';
container_vertex_eval_sdk.innerHTML = table + '</tbody></table>';
}}
</script>
</body>
Expand Down
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