diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5dc133e78e7..130bdc01daf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -61,7 +61,7 @@ repos:
       - id: sphinx-lint
         args: ["--enable=all", "--disable=line-too-long"]
   - repo: https://github.com/rapidsai/dependency-file-generator
-    rev: v1.17.0
+    rev: v1.19.0
     hooks:
         - id: rapids-dependency-file-generator
           args: ["--clean"]
diff --git a/conda/environments/all_cuda-129_arch-aarch64.yaml b/conda/environments/all_cuda-129_arch-aarch64.yaml
index 31314047603..d94a1415ba6 100644
--- a/conda/environments/all_cuda-129_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-129_arch-aarch64.yaml
@@ -3,9 +3,7 @@
 channels:
 - rapidsai
 - rapidsai-nightly
-- dask/label/dev
 - conda-forge
-- nvidia
 dependencies:
 - aiohttp
 - breathe>=4.35.0
diff --git a/conda/environments/all_cuda-129_arch-x86_64.yaml b/conda/environments/all_cuda-129_arch-x86_64.yaml
index 451358fd074..410f2af4848 100644
--- a/conda/environments/all_cuda-129_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-129_arch-x86_64.yaml
@@ -3,9 +3,7 @@
 channels:
 - rapidsai
 - rapidsai-nightly
-- dask/label/dev
 - conda-forge
-- nvidia
 dependencies:
 - aiohttp
 - breathe>=4.35.0
diff --git a/dependencies.yaml b/dependencies.yaml
index e8d92e7439a..049b5973b27 100755
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -265,9 +265,7 @@ files:
 channels:
   - rapidsai
   - rapidsai-nightly
-  - dask/label/dev
   - conda-forge
-  - nvidia
 dependencies:
   checks:
     common:
@@ -418,8 +416,8 @@ dependencies:
           - nccl>=2.19
       - output_types: [pyproject, requirements]
         packages:
-            # cudf uses fsspec but is protocol independent. cugraph
-            # dataset APIs require [http] extras for use with cudf.
+          # cudf uses fsspec but is protocol independent. cugraph
+          # dataset APIs require [http] extras for use with cudf.
           - fsspec[http]>=0.6.0
     specific:
       - output_types: [conda, requirements, pyproject]
@@ -494,7 +492,6 @@ dependencies:
       - output_types: [conda, pyproject, requirements]
         packages:
           - *numpy
-
   depends_on_cugraph:
     common:
       - output_types: conda
@@ -514,7 +511,6 @@ dependencies:
             packages:
               - cugraph-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*cugraph_unsuffixed]}
-
   depends_on_cugraph_pyg:
     common:
       - output_types: conda
@@ -534,7 +530,6 @@ dependencies:
             packages:
               - cugraph-pyg-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*cugraph_pyg_unsuffixed]}
-
   depends_on_cugraph_service_client:
     common:
       - output_types: [conda, requirements, pyproject]
@@ -545,7 +540,6 @@ dependencies:
           # pip recognizes the index as a global option for the requirements.txt file
           - --extra-index-url=https://pypi.nvidia.com
           - --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
-
   depends_on_cugraph_service_server:
     common:
       - output_types: [conda, requirements, pyproject]
@@ -556,19 +550,16 @@ dependencies:
           # pip recognizes the index as a global option for the requirements.txt file
           - --extra-index-url=https://pypi.nvidia.com
           - --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
-
   depends_on_libcugraph_etl:
     common:
       - output_types: conda
         packages:
           - libcugraph_etl==25.8.*,>=0.0.0a0
-
   depends_on_libcugraph_tests:
     common:
       - output_types: conda
         packages:
           - libcugraph-tests==25.8.*,>=0.0.0a0
-
   depends_on_pytorch:
     common:
       - output_types: [conda]
@@ -578,7 +569,6 @@ dependencies:
           - pydantic
           - ogb
           - torchmetrics
-
     specific:
       - output_types: [requirements]
         matrices:
@@ -593,7 +583,6 @@ dependencies:
               - &pytorch_pip torch>=2.3
               - &tensordict tensordict>=0.1.2
           - {matrix: null, packages: [*pytorch_pip, *tensordict]}
-
   depends_on_pylibwholegraph:
     common:
       - output_types: conda
@@ -613,13 +602,11 @@ dependencies:
             packages:
               - pylibwholegraph-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*pylibwholegraph_unsuffixed]}
-
   depends_on_libcudf:
     common:
       - output_types: conda
         packages:
           - libcudf==25.8.*,>=0.0.0a0
-
   depends_on_libraft:
     common:
       - output_types: conda
@@ -639,7 +626,6 @@ dependencies:
             packages:
               - libraft-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*libraft_unsuffixed]}
-
   depends_on_librmm:
     common:
       - output_types: conda
@@ -659,7 +645,6 @@ dependencies:
             packages:
               - librmm-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*librmm_unsuffixed]}
-
   depends_on_rmm:
     common:
       - output_types: conda
@@ -679,7 +664,6 @@ dependencies:
             packages:
               - rmm-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*rmm_unsuffixed]}
-
   depends_on_pylibcudf:
     common:
       - output_types: conda
@@ -699,7 +683,6 @@ dependencies:
             packages:
               - pylibcudf-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*pylibcudf_unsuffixed]}
-
   depends_on_cudf:
     common:
       - output_types: conda
@@ -719,7 +702,6 @@ dependencies:
             packages:
               - cudf-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*cudf_unsuffixed]}
-
   depends_on_dask_cuda:
     common:
       - output_types: [conda, pyproject, requirements]
@@ -730,7 +712,6 @@ dependencies:
           # pip recognizes the index as a global option for the requirements.txt file
           - --extra-index-url=https://pypi.nvidia.com
           - --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
-
   depends_on_dask_cudf:
     common:
       - output_types: conda
@@ -750,7 +731,6 @@ dependencies:
             packages:
               - dask-cudf-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*dask_cudf_unsuffixed]}
-
   depends_on_pylibraft:
     common:
       - output_types: conda
@@ -770,7 +750,6 @@ dependencies:
             packages:
               - pylibraft-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*pylibraft_unsuffixed]}
-
   depends_on_raft_dask:
     common:
       - output_types: conda
@@ -790,7 +769,6 @@ dependencies:
             packages:
               - raft-dask-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*raft_dask_unsuffixed]}
-
   depends_on_libcugraph:
     common:
       - output_types: conda
@@ -810,7 +788,6 @@ dependencies:
             packages:
               - libcugraph-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*libcugraph_unsuffixed]}
-
   depends_on_pylibcugraph:
     common:
       - output_types: conda
@@ -830,7 +807,6 @@ dependencies:
             packages:
               - pylibcugraph-cu12==25.8.*,>=0.0.0a0
           - {matrix: null, packages: [*pylibcugraph_unsuffixed]}
-
   depends_on_cupy:
     common:
       - output_types: conda
@@ -846,7 +822,6 @@ dependencies:
             packages: &cupy_packages_cu12
               - cupy-cuda12x>=12.0.0
           - {matrix: null, packages: *cupy_packages_cu12}
-
   depends_on_ucx_py:
     common:
       - output_types: conda