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The following commit(s) were added to refs/heads/main by this push:
     new 223a27b292 feat(dashboard): add public dataset card view (#5215)
223a27b292 is described below

commit 223a27b2929cff6b164030eea385fe143ba51791
Author: Xuan Gu <[email protected]>
AuthorDate: Mon Jun 1 19:50:24 2026 -0700

    feat(dashboard): add public dataset card view (#5215)
    
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    ### What changes were proposed in this PR?
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    is to outline the changes. Here are some tips for you:
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    This PR adds a card view to the dataset listing, with a toggle to switch
    between the existing list view and the new card view for public dataset.
    Applied to the public dataset listing (/dashboard/hub/dataset/result).
    
     Changes:
    - Added DatasetCardItemComponent (frontend/.../user/dataset-card-item/,
    renders a dataset card with cover image, title, owner avatar + name,
    last-updated time, size, view count, and a like button. View mode
    persists per-user via localStorage.
    - Decoupled SearchResultsComponent from any specific card component. It
    now accepts a cardTemplate: TemplateRef input, allowing each consumer to
    provide its own card via <ng-template> projection. The
      card branch is gated on viewMode === 'card' && cardTemplate.
    - The card loads cover images through the existing presigned-URL
    endpoint GET /dataset/{did}/cover-url, so covers render via a plain <img
    src> without attaching a JWT header (works for public datasets and for
    private datasets the requester has access to).
    - Reused the shared formatCount ("1.5k" style) and formatRelativeTime
    ("5 minutes ago" style) utilities.
    - Added HubService.toggleLike helper, encapsulating the like/unlike +
    refresh-count flow.
    - Projected DATASET.COVER_IMAGE through UnifiedResourceSchema and
    DatasetSearchQueryBuilder so search responses include the cover path
    needed by the card.
    
    <img width="1561" height="775" alt="public-dataset"
    
src="https://github.com/user-attachments/assets/23b84f3f-a39e-4ffa-98a5-67f39d48a626";
    />
    
    
    ### Any related issues, documentation, discussions?
    <!--
    Please use this section to link other resources if not mentioned
    already.
    1. If this PR fixes an issue, please include `Fixes #1234`, `Resolves
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    or `Closes #1234`. If it is only related, simply mention the issue
    number.
      3. If there is design documentation, please add the link.
      4. If there is a discussion in the mailing list, please add the link.
    -->
    Discussion #5130
    Related to #4216 (workflow card view; same framework can later be
    applied).
    Closes #5243
    
    ### How was this PR tested?
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    is tested with existing test cases. Make sure to include/update test
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    clarify how
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    reviewers can
    test and check, and descendants can verify in the future. If tests were
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    Added test cases and manually tested.
    
    ### Was this PR authored or co-authored using generative AI tooling?
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    please include the phrase: 'Generated-by: ' followed by the name of the
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    Guidance](https://www.apache.org/legal/generative-tooling.html) for
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     Generated-by: Claude Opus 4.7
    
    ---------
    
    Signed-off-by: Xuan Gu <[email protected]>
    Co-authored-by: Matthew B. <[email protected]>
---
 .../dashboard/DatasetSearchQueryBuilder.scala      |   3 +-
 .../resource/dashboard/UnifiedResourceSchema.scala |   6 +-
 .../dataset-card-item.component.html               | 101 +++++++++++
 .../dataset-card-item.component.scss               | 198 +++++++++++++++++++++
 .../dataset-card-item.component.spec.ts            | 158 ++++++++++++++++
 .../dataset-card-item.component.ts                 | 134 ++++++++++++++
 .../search-results/search-results.component.html   |  80 ++++++---
 .../search-results/search-results.component.scss   |  18 ++
 .../search-results/search-results.component.ts     |  11 +-
 .../hub-search-result.component.html               |  41 ++++-
 .../hub-search-result.component.scss               |  35 ++++
 .../hub-search-result.component.ts                 |  31 +++-
 frontend/src/app/hub/service/hub.service.ts        |  21 +++
 13 files changed, 801 insertions(+), 36 deletions(-)

diff --git 
a/amber/src/main/scala/org/apache/texera/web/resource/dashboard/DatasetSearchQueryBuilder.scala
 
b/amber/src/main/scala/org/apache/texera/web/resource/dashboard/DatasetSearchQueryBuilder.scala
index 89fe805d58..64c8c31106 100644
--- 
a/amber/src/main/scala/org/apache/texera/web/resource/dashboard/DatasetSearchQueryBuilder.scala
+++ 
b/amber/src/main/scala/org/apache/texera/web/resource/dashboard/DatasetSearchQueryBuilder.scala
@@ -48,7 +48,8 @@ object DatasetSearchQueryBuilder extends SearchQueryBuilder 
with LazyLogging {
     repositoryName = DATASET.REPOSITORY_NAME,
     isDatasetPublic = DATASET.IS_PUBLIC,
     isDatasetDownloadable = DATASET.IS_DOWNLOADABLE,
-    datasetUserAccess = DATASET_USER_ACCESS.PRIVILEGE
+    datasetUserAccess = DATASET_USER_ACCESS.PRIVILEGE,
+    datasetCoverImage = DATASET.COVER_IMAGE
   )
 
   /*
diff --git 
a/amber/src/main/scala/org/apache/texera/web/resource/dashboard/UnifiedResourceSchema.scala
 
b/amber/src/main/scala/org/apache/texera/web/resource/dashboard/UnifiedResourceSchema.scala
index dbcf192640..8c4ecda946 100644
--- 
a/amber/src/main/scala/org/apache/texera/web/resource/dashboard/UnifiedResourceSchema.scala
+++ 
b/amber/src/main/scala/org/apache/texera/web/resource/dashboard/UnifiedResourceSchema.scala
@@ -72,7 +72,8 @@ object UnifiedResourceSchema {
       repositoryName: Field[String] = DSL.inline(""),
       isDatasetPublic: Field[java.lang.Boolean] = DSL.cast(null, 
classOf[java.lang.Boolean]),
       isDatasetDownloadable: Field[java.lang.Boolean] = DSL.cast(null, 
classOf[java.lang.Boolean]),
-      datasetUserAccess: Field[PrivilegeEnum] = 
DSL.castNull(classOf[PrivilegeEnum])
+      datasetUserAccess: Field[PrivilegeEnum] = 
DSL.castNull(classOf[PrivilegeEnum]),
+      datasetCoverImage: Field[String] = DSL.cast(null, classOf[String])
   ): UnifiedResourceSchema = {
     new UnifiedResourceSchema(
       Seq(
@@ -96,7 +97,8 @@ object UnifiedResourceSchema {
         repositoryName -> repositoryName.as("repository_name"),
         isDatasetPublic -> isDatasetPublic.as("is_dataset_public"),
         isDatasetDownloadable -> 
isDatasetDownloadable.as("is_dataset_downloadable"),
-        datasetUserAccess -> datasetUserAccess.as("user_dataset_access")
+        datasetUserAccess -> datasetUserAccess.as("user_dataset_access"),
+        datasetCoverImage -> datasetCoverImage.as("cover_image")
       )
     )
   }
diff --git 
a/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.html
 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.html
new file mode 100644
index 0000000000..205e3848f3
--- /dev/null
+++ 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.html
@@ -0,0 +1,101 @@
+<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements.  See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership.  The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License.  You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied.  See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+
+<nz-card
+  nzHoverable
+  class="dataset-card"
+  [nzCover]="coverTpl"
+  [routerLink]="entryLink">
+  <div class="dataset-card-body-link">
+    <span
+      class="card-title"
+      [title]="entry.name">
+      {{ entry.name }}
+    </span>
+
+    <div class="card-meta">
+      <div class="meta-line meta-line--owner">
+        <span
+          class="meta-owner"
+          [title]="entry.ownerName || entry.ownerEmail || 'Unknown'">
+          <texera-user-avatar
+            class="meta-avatar"
+            [googleAvatar]="entry.ownerGoogleAvatar"
+            userColor="#1E90FF"
+            [userName]="entry.ownerName || entry.ownerEmail || 'Unknown'"
+            [isOwner]="entry.ownerId === currentUid">
+          </texera-user-avatar>
+          <span class="meta-owner-name truncate-single-line">
+            {{ entry.ownerName || entry.ownerEmail || 'Unknown' }}
+          </span>
+        </span>
+        <span
+          class="meta-dot"
+          aria-hidden="true"
+          >·</span
+        >
+        <span class="meta-updated">Created {{ 
formatRelativeTime(entry.lastModifiedTime) }}</span>
+      </div>
+      <div class="meta-hr"></div>
+      <div class="meta-line meta-line--stats">
+        <div class="meta-stats-left">
+          <span class="meta-stat">
+            <i
+              nz-icon
+              nzType="database"
+              nzTheme="outline"></i>
+            {{ entry.size ? formatSize(entry.size) : '-' }}
+          </span>
+          <span class="meta-stat">
+            <i
+              nz-icon
+              nzType="eye"
+              nzTheme="outline"></i>
+            {{ formatCount(viewCount) }}
+          </span>
+        </div>
+        <button
+          type="button"
+          class="meta-stat meta-stat--like"
+          [class.liked]="isLiked"
+          [class.disabled]="!currentUid"
+          (click)="$event.stopPropagation(); $event.preventDefault(); 
currentUid && toggleLike()">
+          <i
+            nz-icon
+            nzType="like"
+            [nzTheme]="isLiked ? 'fill' : 'outline'"></i>
+          {{ formatCount(likeCount) }}
+        </button>
+      </div>
+    </div>
+  </div>
+</nz-card>
+
+<ng-template #coverTpl>
+  <div class="cover-container">
+    <img
+      class="cover-image"
+      [src]="coverImageSrc"
+      (error)="onCoverError($event)"
+      loading="lazy"
+      decoding="async"
+      alt="dataset cover" />
+    <span class="cover-id-badge">#{{ entry.id }}</span>
+  </div>
+</ng-template>
diff --git 
a/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.scss
 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.scss
new file mode 100644
index 0000000000..60f4e15913
--- /dev/null
+++ 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.scss
@@ -0,0 +1,198 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+.dataset-card {
+  height: 100%;
+  display: flex;
+  flex-direction: column;
+  border-radius: 8px;
+  overflow: hidden;
+  cursor: pointer;
+}
+
+.dataset-card-body-link {
+  display: flex;
+  flex: 1;
+  flex-direction: column;
+  min-height: 0;
+  color: inherit;
+}
+
+.cover-container {
+  position: relative;
+  height: 124px;
+  background: #f5f5f5;
+  overflow: hidden;
+
+  .cover-image {
+    width: 100%;
+    height: 100%;
+    object-fit: cover;
+    display: block;
+  }
+
+  .cover-id-badge {
+    position: absolute;
+    left: 8px;
+    bottom: 8px;
+    padding: 2px 8px;
+    font-size: 12px;
+    border-radius: 12px;
+    box-shadow: 0 1px 3px rgba(0, 0, 0, 0.15);
+    background: rgba(15, 14, 12, 0.72);
+    color: white;
+  }
+}
+
+.card-title {
+  display: -webkit-box;
+  height: calc(15px * 1.35 * 2);
+  margin-bottom: 10px;
+  font-size: 15px;
+  font-weight: 600;
+  line-height: 1.35;
+  -webkit-box-orient: vertical;
+  -webkit-line-clamp: 2;
+  overflow: hidden;
+  word-break: break-word;
+}
+
+.truncate-single-line {
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.card-meta {
+  display: flex;
+  flex-direction: column;
+  gap: 5px;
+  margin-top: auto;
+  padding-top: 4px;
+  min-width: 0;
+
+  .meta-line {
+    display: flex;
+    align-items: center;
+    gap: 6px;
+    color: #595959;
+    min-width: 0;
+
+    &--owner {
+      font-size: 13px;
+
+      .meta-owner {
+        display: inline-flex;
+        align-items: center;
+        gap: 6px;
+        min-width: 0;
+      }
+
+      .meta-avatar {
+        flex-shrink: 0;
+
+        ::ng-deep nz-avatar.ant-avatar {
+          width: 20px;
+          height: 20px;
+          line-height: 20px;
+          font-size: 10px;
+        }
+        ::ng-deep .owner-badge {
+          font-size: 9px;
+        }
+      }
+
+      .meta-dot {
+        flex-shrink: 0;
+        color: #bfbfbf;
+        font-size: 13px;
+        line-height: 1;
+        user-select: none;
+      }
+
+      .meta-updated {
+        flex-shrink: 0;
+        font-size: 12px;
+        color: #8c8c8c;
+        white-space: nowrap;
+      }
+    }
+
+    &--stats {
+      justify-content: space-between;
+      font-size: 12px;
+      color: #8c8c8c;
+    }
+
+    .meta-stat {
+      display: inline-flex;
+      align-items: center;
+      gap: 4px;
+      flex-shrink: 0;
+      white-space: nowrap;
+
+      i {
+        font-size: 12px;
+      }
+    }
+
+    .meta-stat--like {
+      padding: 0 10px;
+      border: 1px solid #e8e8e8;
+      border-radius: 999px;
+      background: transparent;
+      color: inherit;
+      font-size: 12px;
+      gap: 8px;
+      cursor: pointer;
+      transition: border-color 0.15s;
+
+      i {
+        font-size: 11px;
+        transition: color 0.15s;
+      }
+
+      &.liked i,
+      &:not(.disabled):not(.liked):hover i {
+        color: #e0506e;
+      }
+
+      &:not(.disabled):hover {
+        border-color: #e0506e;
+      }
+
+      &.disabled {
+        cursor: default;
+      }
+    }
+  }
+
+  .meta-stats-left {
+    display: inline-flex;
+    align-items: center;
+    gap: 12px;
+    min-width: 0;
+  }
+
+  .meta-hr {
+    height: 1px;
+    background: #f0f0f0;
+    margin: 2px 0;
+  }
+}
diff --git 
a/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.spec.ts
 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.spec.ts
new file mode 100644
index 0000000000..1ca8248441
--- /dev/null
+++ 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.spec.ts
@@ -0,0 +1,158 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+import { ComponentFixture, TestBed } from "@angular/core/testing";
+import { HttpClientTestingModule } from "@angular/common/http/testing";
+import { BrowserAnimationsModule } from "@angular/platform-browser/animations";
+import { RouterTestingModule } from "@angular/router/testing";
+import { of, throwError } from "rxjs";
+import type { Mocked } from "vitest";
+
+import { DatasetCardItemComponent } from "./dataset-card-item.component";
+import { DashboardEntry } from "src/app/dashboard/type/dashboard-entry";
+import { DatasetService } from "../../../service/user/dataset/dataset.service";
+import { HubService } from "../../../../hub/service/hub.service";
+import { UserService } from "../../../../common/service/user/user.service";
+import { StubUserService } from 
"../../../../common/service/user/stub-user.service";
+import { HUB_DATASET_RESULT_DETAIL, USER_DATASET } from 
"../../../../app-routing.constant";
+import { commonTestProviders } from "../../../../common/testing/test-utils";
+
+function makeDatasetEntry(overrides: Partial<any> = {}): DashboardEntry {
+  return {
+    type: "dataset",
+    id: 42,
+    accessibleUserIds: [1, 2],
+    coverImageUrl: undefined,
+    likeCount: 5,
+    isLiked: false,
+    ...overrides,
+  } as unknown as DashboardEntry;
+}
+
+describe("DatasetCardItemComponent", () => {
+  let component: DatasetCardItemComponent;
+  let fixture: ComponentFixture<DatasetCardItemComponent>;
+  let hubService: Mocked<HubService>;
+
+  beforeEach(async () => {
+    const hubServiceSpy = {
+      toggleLike: vi.fn().mockReturnValue(of({ liked: true, likeCount: 7 })),
+    };
+
+    await TestBed.configureTestingModule({
+      imports: [DatasetCardItemComponent, HttpClientTestingModule, 
BrowserAnimationsModule, RouterTestingModule],
+      providers: [
+        {
+          provide: DatasetService,
+          useValue: {
+            getDatasetCoverUrl: vi.fn().mockReturnValue(of({ url: 
"https://s3.example/presigned"; })),
+          },
+        },
+        { provide: HubService, useValue: hubServiceSpy },
+        { provide: UserService, useClass: StubUserService },
+        ...commonTestProviders,
+      ],
+    }).compileComponents();
+
+    fixture = TestBed.createComponent(DatasetCardItemComponent);
+    component = fixture.componentInstance;
+    hubService = TestBed.inject(HubService) as unknown as Mocked<HubService>;
+  });
+
+  describe("entryLink", () => {
+    it("routes to the private dataset page when the current user has access", 
() => {
+      component.currentUid = 1;
+      component.entry = makeDatasetEntry({ id: 99, accessibleUserIds: [1, 2] 
});
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+      expect(component.entryLink).toEqual([USER_DATASET, "99"]);
+    });
+
+    it("routes to the hub detail page when the current user has no access", () 
=> {
+      component.currentUid = 5;
+      component.entry = makeDatasetEntry({ id: 99, accessibleUserIds: [1, 2] 
});
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+      expect(component.entryLink).toEqual([HUB_DATASET_RESULT_DETAIL, "99"]);
+    });
+  });
+
+  describe("coverImageSrc", () => {
+    it("falls back to the default cover when coverImageUrl is missing", () => {
+      const datasetService = TestBed.inject(DatasetService) as unknown as 
Mocked<DatasetService>;
+      component.entry = makeDatasetEntry({ coverImageUrl: undefined });
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+      expect(component.coverImageSrc).toBe(component.defaultCover);
+      expect(datasetService.getDatasetCoverUrl).not.toHaveBeenCalled();
+    });
+
+    it("swaps in the presigned URL once the backend resolves it", () => {
+      const datasetService = TestBed.inject(DatasetService) as unknown as 
Mocked<DatasetService>;
+      component.entry = makeDatasetEntry({ id: 7, coverImageUrl: "v1/img.png" 
});
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+      expect(datasetService.getDatasetCoverUrl).toHaveBeenCalledWith(7);
+      expect(component.coverImageSrc).toBe("https://s3.example/presigned";);
+    });
+
+    it("falls back to the default cover when the backend returns a null url", 
() => {
+      const datasetService = TestBed.inject(DatasetService) as unknown as 
Mocked<DatasetService>;
+      datasetService.getDatasetCoverUrl.mockReturnValueOnce(of({ url: null }));
+      component.entry = makeDatasetEntry({ id: 9, coverImageUrl: "v1/img.png" 
});
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+      expect(component.coverImageSrc).toBe(component.defaultCover);
+    });
+
+    it("falls back to the default cover when the backend errors", () => {
+      const datasetService = TestBed.inject(DatasetService) as unknown as 
Mocked<DatasetService>;
+      datasetService.getDatasetCoverUrl.mockReturnValueOnce(throwError(() => 
new Error("403")));
+      component.entry = makeDatasetEntry({ id: 11, coverImageUrl: "v1/img.png" 
});
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+      expect(component.coverImageSrc).toBe(component.defaultCover);
+    });
+  });
+
+  describe("toggleLike", () => {
+    beforeEach(() => {
+      component.currentUid = 1;
+      component.entry = makeDatasetEntry();
+      component.ngOnChanges({ entry: { currentValue: component.entry } } as 
any);
+    });
+
+    it("does nothing when the user is not signed in", () => {
+      component.currentUid = undefined;
+      component.toggleLike();
+      expect(hubService.toggleLike).not.toHaveBeenCalled();
+    });
+
+    it("toggles to liked and reconciles state from the server", () => {
+      component.isLiked = false;
+      component.toggleLike();
+      expect(hubService.toggleLike).toHaveBeenCalledWith(42, "dataset", false);
+      expect(component.isLiked).toBe(true);
+      expect(component.likeCount).toBe(7);
+    });
+
+    it("toggles to unliked and reconciles state from the server", () => {
+      hubService.toggleLike.mockReturnValueOnce(of({ liked: false, likeCount: 
6 }));
+      component.isLiked = true;
+      component.toggleLike();
+      expect(hubService.toggleLike).toHaveBeenCalledWith(42, "dataset", true);
+      expect(component.isLiked).toBe(false);
+      expect(component.likeCount).toBe(6);
+    });
+  });
+});
diff --git 
a/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.ts
 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.ts
new file mode 100644
index 0000000000..5e9fd3e27f
--- /dev/null
+++ 
b/frontend/src/app/dashboard/component/user/dataset-card-item/dataset-card-item.component.ts
@@ -0,0 +1,134 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+import { ChangeDetectionStrategy, ChangeDetectorRef, Component, Input, 
OnChanges, SimpleChanges } from "@angular/core";
+import { UntilDestroy, untilDestroyed } from "@ngneat/until-destroy";
+import { RouterLink } from "@angular/router";
+import { NzCardComponent } from "ng-zorro-antd/card";
+import { NzIconDirective } from "ng-zorro-antd/icon";
+import { DashboardEntry } from "../../../type/dashboard-entry";
+import { UserAvatarComponent } from "../user-avatar/user-avatar.component";
+import { DatasetService } from "../../../service/user/dataset/dataset.service";
+import { HubService } from "../../../../hub/service/hub.service";
+import { formatSize } from "../../../../common/util/size-formatter.util";
+import { formatCount, formatRelativeTime } from 
"../../../../common/util/format.util";
+import { isDefined } from "../../../../common/util/predicate";
+import { HUB_DATASET_RESULT_DETAIL, USER_DATASET } from 
"../../../../app-routing.constant";
+
+@UntilDestroy()
+@Component({
+  selector: "texera-dataset-card-item",
+  templateUrl: "./dataset-card-item.component.html",
+  styleUrls: ["./dataset-card-item.component.scss"],
+  changeDetection: ChangeDetectionStrategy.OnPush,
+  imports: [RouterLink, NzCardComponent, NzIconDirective, UserAvatarComponent],
+})
+export class DatasetCardItemComponent implements OnChanges {
+  @Input() currentUid: number | undefined;
+  @Input() entry!: DashboardEntry;
+
+  entryLink: string[] = [];
+  coverImageSrc: string = "";
+  readonly defaultCover = "assets/card_background.jpg";
+  likeCount = 0;
+  viewCount = 0;
+  isLiked = false;
+
+  constructor(
+    private datasetService: DatasetService,
+    private hubService: HubService,
+    private cdr: ChangeDetectorRef
+  ) {}
+
+  ngOnChanges(changes: SimpleChanges): void {
+    if (changes["entry"] || changes["currentUid"]) {
+      this.initializeEntry();
+    }
+    if (changes["entry"]) {
+      this.likeCount = this.entry.likeCount ?? 0;
+      this.viewCount = this.entry.viewCount ?? 0;
+      this.isLiked = this.entry.isLiked ?? false;
+    }
+  }
+
+  private initializeEntry(): void {
+    if (!this.entry || this.entry.type !== "dataset" || typeof this.entry.id 
!== "number") {
+      return;
+    }
+    const did = this.entry.id;
+    const owners = this.entry.accessibleUserIds;
+    if (this.currentUid !== undefined && owners.includes(this.currentUid)) {
+      this.entryLink = [USER_DATASET, String(did)];
+    } else {
+      this.entryLink = [HUB_DATASET_RESULT_DETAIL, String(did)];
+    }
+
+    this.coverImageSrc = this.defaultCover;
+    if (this.entry.coverImageUrl) {
+      this.datasetService
+        .getDatasetCoverUrl(did)
+        .pipe(untilDestroyed(this))
+        .subscribe({
+          next: ({ url }) => {
+            this.coverImageSrc = url ?? this.defaultCover;
+            this.cdr.markForCheck();
+          },
+          error: () => {
+            this.coverImageSrc = this.defaultCover;
+            this.cdr.markForCheck();
+          },
+        });
+    }
+  }
+
+  onCoverError(event: Event): void {
+    const image = event.target as HTMLImageElement;
+    image.onerror = null;
+    image.src = this.defaultCover;
+  }
+
+  toggleLike(): void {
+    if (!isDefined(this.currentUid) || !isDefined(this.entry.id)) return;
+    // optimistic flip; server response reconciles or reverts
+    const previousLiked = this.isLiked;
+    this.isLiked = !previousLiked;
+    this.likeCount += previousLiked ? -1 : 1;
+    this.cdr.markForCheck();
+
+    this.hubService
+      .toggleLike(this.entry.id, this.entry.type, previousLiked)
+      .pipe(untilDestroyed(this))
+      .subscribe({
+        next: ({ liked, likeCount }) => {
+          this.isLiked = liked;
+          this.likeCount = likeCount;
+          this.cdr.markForCheck();
+        },
+        error: () => {
+          this.isLiked = previousLiked;
+          this.likeCount += previousLiked ? 1 : -1;
+          this.cdr.markForCheck();
+        },
+      });
+  }
+
+  formatSize = formatSize;
+  formatCount = formatCount;
+  formatRelativeTime = formatRelativeTime;
+}
diff --git 
a/frontend/src/app/dashboard/component/user/search-results/search-results.component.html
 
b/frontend/src/app/dashboard/component/user/search-results/search-results.component.html
index d623b98153..084ccb0d9f 100644
--- 
a/frontend/src/app/dashboard/component/user/search-results/search-results.component.html
+++ 
b/frontend/src/app/dashboard/component/user/search-results/search-results.component.html
@@ -20,36 +20,60 @@
 <nz-card
   class="section-list-container"
   [nzBodyStyle]="{ height: '100%'}">
-  <!-- itemSize: the height (px) of each list item,
+  <!-- LIST VIEW -->
+  <ng-container *ngIf="viewMode === 'list'">
+    <!-- itemSize: the height (px) of each list item,
         this MUST be approximately the same as list item size set in CSS,
         .workflow-list-item sets the item size to be 70px, with additional 
paddings/margins it's approximately 80px
       -->
-  <cdk-virtual-scroll-viewport
-    itemSize="70"
-    class="virtual-scroll-container">
-    <nz-list>
-      <ng-container *ngFor="let entry of entries">
-        <texera-list-item
-          (deleted)="deleted.emit(entry)"
-          (duplicated)="duplicated.emit(entry)"
-          (refresh)="refresh.emit()"
-          [isPrivateSearch]="isPrivateSearch"
-          [editable]="editable"
-          [entry]="entry"
-          [currentUid]="this.currentUid"
-          (checkboxChanged)="onEntryCheckboxChange()">
-        </texera-list-item>
-      </ng-container>
-    </nz-list>
-    <div
-      nz-list-load-more
-      class="load-more">
-      <button
-        nz-button
-        *ngIf="!loading && more"
-        (click)="loadMore()">
-        Load more
-      </button>
+    <cdk-virtual-scroll-viewport
+      itemSize="70"
+      class="virtual-scroll-container">
+      <nz-list>
+        <ng-container *ngFor="let entry of entries">
+          <texera-list-item
+            (deleted)="deleted.emit(entry)"
+            (duplicated)="duplicated.emit(entry)"
+            (refresh)="refresh.emit()"
+            [isPrivateSearch]="isPrivateSearch"
+            [editable]="editable"
+            [entry]="entry"
+            [currentUid]="this.currentUid"
+            (checkboxChanged)="onEntryCheckboxChange()">
+          </texera-list-item>
+        </ng-container>
+      </nz-list>
+      <div
+        nz-list-load-more
+        class="load-more">
+        <button
+          nz-button
+          *ngIf="!loading && more"
+          (click)="loadMore()">
+          Load more
+        </button>
+      </div>
+    </cdk-virtual-scroll-viewport>
+  </ng-container>
+
+  <!-- CARD VIEW -->
+  <ng-container *ngIf="viewMode === 'card' && cardTemplate">
+    <div class="card-scroll-container">
+      <div class="card-grid">
+        <ng-container
+          *ngFor="let entry of entries; trackBy: trackByEntryId"
+          [ngTemplateOutlet]="cardTemplate"
+          [ngTemplateOutletContext]="{ $implicit: entry }">
+        </ng-container>
+      </div>
+      <div class="load-more">
+        <button
+          nz-button
+          *ngIf="!loading && more"
+          (click)="loadMore()">
+          Load more
+        </button>
+      </div>
     </div>
-  </cdk-virtual-scroll-viewport>
+  </ng-container>
 </nz-card>
diff --git 
a/frontend/src/app/dashboard/component/user/search-results/search-results.component.scss
 
b/frontend/src/app/dashboard/component/user/search-results/search-results.component.scss
index 73ccb3127a..1f113d6e5a 100644
--- 
a/frontend/src/app/dashboard/component/user/search-results/search-results.component.scss
+++ 
b/frontend/src/app/dashboard/component/user/search-results/search-results.component.scss
@@ -130,3 +130,21 @@ nz-content {
     margin: 0 1rem 0 0; // add space to the right
   }
 }
+
+.card-scroll-container {
+  height: 100%;
+  overflow-y: auto;
+  padding: 12px;
+}
+
+.card-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(260px, 1fr));
+  gap: 10px;
+  justify-content: start;
+  align-items: stretch;
+
+  > * {
+    max-width: 300px;
+  }
+}
diff --git 
a/frontend/src/app/dashboard/component/user/search-results/search-results.component.ts
 
b/frontend/src/app/dashboard/component/user/search-results/search-results.component.ts
index 601a6534a5..baddea9f68 100644
--- 
a/frontend/src/app/dashboard/component/user/search-results/search-results.component.ts
+++ 
b/frontend/src/app/dashboard/component/user/search-results/search-results.component.ts
@@ -17,13 +17,13 @@
  * under the License.
  */
 
-import { Component, EventEmitter, Input, Output } from "@angular/core";
+import { Component, EventEmitter, Input, Output, TemplateRef } from 
"@angular/core";
 import { DashboardEntry } from "../../../type/dashboard-entry";
 import { UserService } from "../../../../common/service/user/user.service";
 import { NzCardComponent } from "ng-zorro-antd/card";
 import { ɵɵCdkVirtualScrollViewport, ɵɵCdkFixedSizeVirtualScroll } from 
"@angular/cdk/overlay";
 import { NzListComponent } from "ng-zorro-antd/list";
-import { NgFor, NgIf } from "@angular/common";
+import { NgFor, NgIf, NgTemplateOutlet } from "@angular/common";
 import { ListItemComponent } from "../list-item/list-item.component";
 import { NzSpaceCompactItemDirective } from "ng-zorro-antd/space";
 import { NzButtonComponent } from "ng-zorro-antd/button";
@@ -31,6 +31,7 @@ import { NzWaveDirective } from "ng-zorro-antd/core/wave";
 import { ɵNzTransitionPatchDirective } from 
"ng-zorro-antd/core/transition-patch";
 
 export type LoadMoreFunction = (start: number, count: number) => Promise<{ 
entries: DashboardEntry[]; more: boolean }>;
+export type SearchResultsViewMode = "list" | "card";
 
 @Component({
   selector: "texera-search-results",
@@ -44,6 +45,7 @@ export type LoadMoreFunction = (start: number, count: number) 
=> Promise<{ entri
     NgFor,
     ListItemComponent,
     NgIf,
+    NgTemplateOutlet,
     NzSpaceCompactItemDirective,
     NzButtonComponent,
     NzWaveDirective,
@@ -62,6 +64,11 @@ export class SearchResultsComponent {
   @Input() editable = false;
   @Input() searchKeywords: string[] = [];
   @Input() currentUid: number | undefined;
+  @Input() viewMode: SearchResultsViewMode = "list";
+  /** Template rendered for each entry in card mode; receives the entry via 
$implicit. */
+  @Input() cardTemplate?: TemplateRef<{ $implicit: DashboardEntry }>;
+
+  trackByEntryId = (_: number, entry: DashboardEntry): string => 
`${entry.type}-${entry.id}`;
   @Output() deleted = new EventEmitter<DashboardEntry>();
   @Output() duplicated = new EventEmitter<DashboardEntry>();
   @Output() modified = new EventEmitter<DashboardEntry>();
diff --git 
a/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.html
 
b/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.html
index 1ce36ff5ab..b910262df7 100644
--- 
a/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.html
+++ 
b/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.html
@@ -22,14 +22,53 @@
     <div class="filter">
       <texera-sort-button (sortMethodChange)="sortMethod = $event; 
search()"></texera-sort-button>
       <texera-filters #filters></texera-filters>
+      <div
+        *ngIf="searchType === 'dataset'"
+        class="view-toggle">
+        <button
+          nz-button
+          nzType="text"
+          [class.active]="viewMode === 'list'"
+          (click)="setViewMode('list')"
+          nz-tooltip="List view"
+          title="List view">
+          <i
+            nz-icon
+            nzType="bars"
+            nzTheme="outline"></i>
+        </button>
+        <button
+          nz-button
+          nzType="text"
+          [class.active]="viewMode === 'card'"
+          (click)="setViewMode('card')"
+          nz-tooltip="Card view"
+          title="Card view">
+          <i
+            nz-icon
+            nzType="table"
+            nzTheme="outline"></i>
+        </button>
+      </div>
     </div>
   </div>
 
+  <ng-template
+    #datasetCardTpl
+    let-entry>
+    <texera-dataset-card-item
+      [entry]="entry"
+      [currentUid]="currentUid">
+    </texera-dataset-card-item>
+  </ng-template>
+
   <div class="search-result">
     <texera-search-results
       [showResourceTypes]="true"
       [searchKeywords]="searchKeywords"
-      [currentUid]="this.currentUid">
+      [currentUid]="this.currentUid"
+      [viewMode]="searchType === 'dataset' ? viewMode : 'list'"
+      [cardTemplate]="searchType === 'dataset' ? datasetCardTpl : undefined">
     </texera-search-results>
   </div>
 </div>
diff --git 
a/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.scss
 
b/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.scss
index e172c5b40b..15c6777275 100644
--- 
a/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.scss
+++ 
b/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.scss
@@ -18,3 +18,38 @@
  */
 
 @import "../../../dashboard/component/user/search/search.component";
+
+.filter {
+  flex: 1;
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.view-toggle {
+  display: inline-flex;
+  background: #f5f5f5;
+  border-radius: 6px;
+  padding: 2px;
+  margin-left: auto;
+
+  button {
+    height: 28px;
+    padding: 0 10px;
+    border: none;
+    background: transparent;
+    color: #8c8c8c;
+    border-radius: 4px;
+
+    &:hover {
+      color: #595959;
+      background: rgba(255, 255, 255, 0.6);
+    }
+
+    &.active {
+      background: #fff;
+      color: #1f1f1f;
+      box-shadow: 0 1px 2px rgba(0, 0, 0, 0.08);
+    }
+  }
+}
diff --git 
a/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.ts
 
b/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.ts
index 067e920562..1f69bdcff7 100644
--- 
a/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.ts
+++ 
b/frontend/src/app/hub/component/hub-search-result/hub-search-result.component.ts
@@ -19,8 +19,16 @@
 
 import { AfterViewInit, Component, Input, OnInit, ViewChild } from 
"@angular/core";
 import { Router } from "@angular/router";
-import { SearchResultsComponent } from 
"../../../dashboard/component/user/search-results/search-results.component";
+import { NgIf } from "@angular/common";
+import { NzButtonComponent } from "ng-zorro-antd/button";
+import { NzIconDirective } from "ng-zorro-antd/icon";
+import { NzTooltipModule } from "ng-zorro-antd/tooltip";
+import {
+  SearchResultsComponent,
+  SearchResultsViewMode,
+} from 
"../../../dashboard/component/user/search-results/search-results.component";
 import { FiltersComponent } from 
"../../../dashboard/component/user/filters/filters.component";
+import { DatasetCardItemComponent } from 
"../../../dashboard/component/user/dataset-card-item/dataset-card-item.component";
 import { UntilDestroy, untilDestroyed } from "@ngneat/until-destroy";
 import { SortMethod } from "../../../dashboard/type/sort-method";
 import { UserService } from "../../../common/service/user/user.service";
@@ -30,17 +38,36 @@ import { firstValueFrom } from "rxjs";
 import { map } from "rxjs/operators";
 import { SortButtonComponent } from 
"../../../dashboard/component/user/sort-button/sort-button.component";
 
+const HUB_DATASET_VIEW_MODE_STORAGE_KEY = "texera.hub.dataset.viewMode";
+
 @UntilDestroy()
 @Component({
   selector: "texera-hub-search",
   templateUrl: "./hub-search-result.component.html",
   styleUrls: ["./hub-search-result.component.scss"],
-  imports: [SortButtonComponent, FiltersComponent, SearchResultsComponent],
+  imports: [
+    NgIf,
+    NzButtonComponent,
+    NzIconDirective,
+    NzTooltipModule,
+    SortButtonComponent,
+    FiltersComponent,
+    SearchResultsComponent,
+    DatasetCardItemComponent,
+  ],
 })
 export class HubSearchResultComponent implements OnInit, AfterViewInit {
   public searchType: "dataset" | "workflow" = "workflow";
   public searchKeywords: string[] = [];
   currentUid = this.userService.getCurrentUser()?.uid;
+  public viewMode: SearchResultsViewMode =
+    localStorage.getItem(HUB_DATASET_VIEW_MODE_STORAGE_KEY) === "card" ? 
"card" : "list";
+
+  setViewMode(mode: SearchResultsViewMode): void {
+    if (this.viewMode === mode) return;
+    this.viewMode = mode;
+    localStorage.setItem(HUB_DATASET_VIEW_MODE_STORAGE_KEY, mode);
+  }
 
   private isLogin = false;
   private includePublic = true;
diff --git a/frontend/src/app/hub/service/hub.service.ts 
b/frontend/src/app/hub/service/hub.service.ts
index 66cd08a914..4562ae9c8c 100644
--- a/frontend/src/app/hub/service/hub.service.ts
+++ b/frontend/src/app/hub/service/hub.service.ts
@@ -20,6 +20,7 @@
 import { HttpClient, HttpHeaders, HttpParams } from "@angular/common/http";
 import { Injectable } from "@angular/core";
 import { Observable } from "rxjs";
+import { map, switchMap } from "rxjs/operators";
 import { AppSettings } from "../../common/app-setting";
 import { SearchResultItem } from "../../dashboard/type/search-result";
 
@@ -102,6 +103,26 @@ export class HubService {
     });
   }
 
+  /** Like/unlike, then re-fetch the count. */
+  public toggleLike(
+    entityId: number,
+    entityType: EntityType,
+    currentlyLiked: boolean
+  ): Observable<{ liked: boolean; likeCount: number }> {
+    const action$ = currentlyLiked ? this.postUnlike(entityId, entityType) : 
this.postLike(entityId, entityType);
+    return action$.pipe(
+      switchMap(success =>
+        this.getCounts([entityType], [entityId], [ActionType.Like]).pipe(
+          map(counts => {
+            const likeCount = counts[0]?.counts.like ?? 0;
+            const liked = success ? !currentlyLiked : currentlyLiked;
+            return { liked, likeCount };
+          })
+        )
+      )
+    );
+  }
+
   public postView(entityId: number, userId: number, entityType: EntityType): 
Observable<number> {
     const body = { entityId, userId, entityType };
     return this.http.post<number>(`${this.BASE_URL}/view`, body, {


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