Deleted unecessary files, updated ttbar.py file

iris-hep · May 17, 2024 · 1911dd3 · 1911dd3
1 parent 04ddb39
commit 1911dd3
Show file tree

Hide file tree

Showing 4 changed files with 28 additions and 289 deletions.
diff --git a/.DS_Store b/.DS_Store
diff --git a/4j2b_horCR.yaml b/4j2b_horCR.yaml
diff --git a/analyses/cms-open-data-ttbar/ttbar_analysis_pipeline.ipynb b/analyses/cms-open-data-ttbar/ttbar_analysis_pipeline.ipynb
@@ -901,31 +901,6 @@
     "utils.file_output.save_histograms(all_histograms['hist_dict'], \"histograms.root\")\n",
     "\n",
     "if USE_INFERENCE:\n",
-    "    utils.file_output.save_histograms(all_histograms['ml_hist_dict'],\n",
-    "                                      fileset,\n",
-    "                                      \"histograms_ml.root\",\n",
-    "                                      utils.config[\"ml\"][\"FEATURE_NAMES\"],\n",
-    "                                      add_offset=True)\n",
-    "    #Ok, here supposely needs to be the  \n",
-    "    # REANA platform runs each workflow in an independent workspace"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "7a53282f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#Merging step\n",
-    "import uproot\n",
-    "#LIST_OF_FILES_PER_SAMPLE is a list of 9 files containing histograms per sample \n",
-    "\n",
-    "with uproot.recreate(\"histograms_merged.root\") as f_out:\n",
-    "    for h_file in LIST_OF_FILES_PER_SAMPLE:\n",
-    "        with uproot.open(\"h_file\") as f_per_sample:\n",
-    "            for key, value in f_per_sample.items():\n",
-    "                f_out[key] = value "
     "    utils.file_output.save_histograms(all_histograms['ml_hist_dict'], \"histograms_ml.root\", add_offset=True)"
    ]
   },
@@ -974,7 +949,6 @@
    ]
   },
   {
-   "attachments": {},
    "cell_type": "code",
    "execution_count": 16,
    "id": "09a83712",
@@ -1190,7 +1164,7 @@
     "We have a channel for each ML observable:"
    ]
   },
-{
+  {
    "cell_type": "code",
    "execution_count": 22,
    "id": "d8e36bac",
@@ -1332,7 +1306,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "if utils.config[\"preservation\"][\"HEP_DATA\"] == False:\n",
+    "if utils.config[\"preservation\"][\"HEP_DATA\"] == True:\n",
     "    import utils.hepdata\n",
     "    #Submission of model prediction\n",
     "    utils.hepdata.submission_hep_data(model, model_prediction, \"hepdata_model\")\n",
@@ -1341,8 +1315,6 @@
    ]
   },
   {
-   "attachments": {},
-
    "cell_type": "markdown",
    "id": "a2ce2d14",
    "metadata": {},