Update docs for dev (build 4064)

Author: Circle CI

dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip

@@ -68,10 +68,10 @@ To run the benchmark, just execute:
     <span style="color: #000080; text-decoration-color: #000080; font-weight: bold">    |--gd[lr=0.01]:</span> <span style="color: #808000; text-decoration-color: #808000; font-weight: bold">done (not enough run)</span>                                     
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">Saving result in: </span>
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">/home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-01</span>
-    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-08_13h00m31.parquet</span>
+    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-12_09h33m59.parquet</span>
     Processing 
     /home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-01
-    -08_13h00m31.parquet
+    -12_09h33m59.parquet
 
 
     </pre></div>
@@ -119,10 +119,10 @@ To get a more precise curve, you can increase ``n`` and ``r``:
     <span style="color: #000080; text-decoration-color: #000080; font-weight: bold">    |--gd[lr=0.01]:</span> <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">done</span>                                                      
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">Saving result in: </span>
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">/home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-01</span>
-    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-08_13h00m34.parquet</span>
+    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-12_09h34m03.parquet</span>
     Processing 
     /home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-01
-    -08_13h00m34.parquet
+    -12_09h34m03.parquet
 
 
     </pre></div>
@@ -151,7 +151,7 @@ suboptimality instead of objective value.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.138 seconds)
+   **Total running time of the script:** (0 minutes 4.910 seconds)
 
 
 .. _sphx_glr_download_auto_examples_run_minimal_benchmark.py:

dev/_downloads/586c9ec48a37fd397fb981a992a54250/run_minimal_benchmark.zip

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:04.138** total execution time for 3 files **from auto_examples**:
+**00:04.910** total execution time for 3 files **from auto_examples**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_run_minimal_benchmark.py` (``run_minimal_benchmark.py``)
-     - 00:04.138
+     - 00:04.910
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_run_benchmark.py` (``plot_run_benchmark.py``)
      - 00:00.000

dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip

@@ -21,6 +21,8 @@ The DataFrame contains the following columns:
   components used for this line.
 - ``obj_description|solver_description``: A more verbose description of the
   objective and solver, displayed in the HTML page.
+- ``file_objective|file_solver|file_dataset``: The filename of the objective,
+  solver, and dataset used for this line.
 - ``p_obj_p``: the value of the objective's parameter ``p``.
 - ``p_solver_p``: the value of the solver's parameter ``p``.
 - ``p_dateset_p``: the value of the dataset's parameter ``p``.

dev/_downloads/a3747ad75224b0e1c78c72c3113052a8/plot_run_benchmark_python_R.zip

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:04.138** total execution time for 3 files **from all galleries**:
+**00:04.910** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_run_minimal_benchmark.py` (``../examples/run_minimal_benchmark.py``)
-     - 00:04.138
+     - 00:04.910
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_run_benchmark.py` (``../examples/plot_run_benchmark.py``)
      - 00:00.000

dev/_downloads/b6a0a50a7a6c020b6c5ce18f62b67968/plot_run_benchmark.zip

@@ -45,6 +45,9 @@ API
 - Allow to override SLURM config on a per run basis with ``Solver.parameters``
   See :ref:`slurm_override`. By `Geraud Ilinca`_ and `Thomas Moreau`_ (:gh:`848`)
 
+- Add filename metadata in the result parquet files for
+  objective, solver, and dataset. By `Thomas Moreau`_ (:gh:`873`)
+
 DOC
 ---