From cc41269135b9da5c73606e3d18504a1873c8f8d4 Mon Sep 17 00:00:00 2001
From: Mark Susol <marksusol@gmail.com>
Date: Sun, 17 Mar 2024 21:49:09 -0600
Subject: [PATCH] fix collision with datasets import

Issue found while running the colab today.
---
 examples/token_classification-tf.ipynb | 20 ++++++++++----------
 examples/token_classification.ipynb    | 20 ++++++++++----------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/examples/token_classification-tf.ipynb b/examples/token_classification-tf.ipynb
index ed8ede07..74a2cdfb 100644
--- a/examples/token_classification-tf.ipynb
+++ b/examples/token_classification-tf.ipynb
@@ -300,7 +300,7 @@
     }
    ],
    "source": [
-    "datasets = load_dataset(\"conll2003\")"
+    "conll = load_dataset(\"conll2003\")"
    ]
   },
   {
@@ -309,7 +309,7 @@
     "id": "RzfPtOMoIrIu"
    },
    "source": [
-    "The `datasets` object itself is [`DatasetDict`](https://huggingface.co/docs/datasets/package_reference/main_classes.html#datasetdict), which contains one key for the training, validation and test set."
+    "The `conll` object itself is [`DatasetDict`](https://huggingface.co/docs/datasets/package_reference/main_classes.html#datasetdict), which contains one key for the training, validation and test set."
    ]
   },
   {
@@ -345,7 +345,7 @@
     }
    ],
    "source": [
-    "datasets"
+    "conll"
    ]
   },
   {
@@ -396,7 +396,7 @@
     }
    ],
    "source": [
-    "datasets[\"train\"][0]"
+    "conll[\"train\"][0]"
    ]
   },
   {
@@ -423,7 +423,7 @@
     }
    ],
    "source": [
-    "datasets[\"train\"].features[f\"ner_tags\"]"
+    "conll[\"train\"].features[f\"ner_tags\"]"
    ]
   },
   {
@@ -461,7 +461,7 @@
     }
    ],
    "source": [
-    "label_list = datasets[\"train\"].features[f\"{task}_tags\"].feature.names\n",
+    "label_list = conll[\"train\"].features[f\"{task}_tags\"].feature.names\n",
     "label_list"
    ]
   },
@@ -626,7 +626,7 @@
     }
    ],
    "source": [
-    "show_random_elements(datasets[\"train\"])"
+    "show_random_elements(conll[\"train\"])"
    ]
   },
   {
@@ -779,7 +779,7 @@
     }
    ],
    "source": [
-    "example = datasets[\"train\"][4]\n",
+    "example = conll[\"train\"][4]\n",
     "print(example[\"tokens\"])"
    ]
   },
@@ -973,7 +973,7 @@
     }
    ],
    "source": [
-    "tokenize_and_align_labels(datasets[\"train\"][:5])"
+    "tokenize_and_align_labels(conll[\"train\"][:5])"
    ]
   },
   {
@@ -1004,7 +1004,7 @@
     }
    ],
    "source": [
-    "tokenized_datasets = datasets.map(tokenize_and_align_labels, batched=True)"
+    "tokenized_datasets = conll.map(tokenize_and_align_labels, batched=True)"
    ]
   },
   {
diff --git a/examples/token_classification.ipynb b/examples/token_classification.ipynb
index 3fb038c3..82ab1031 100644
--- a/examples/token_classification.ipynb
+++ b/examples/token_classification.ipynb
@@ -273,7 +273,7 @@
     }
    ],
    "source": [
-    "datasets = load_dataset(\"conll2003\")"
+    "conll = load_dataset(\"conll2003\")"
    ]
   },
   {
@@ -282,7 +282,7 @@
     "id": "RzfPtOMoIrIu"
    },
    "source": [
-    "The `datasets` object itself is [`DatasetDict`](https://huggingface.co/docs/datasets/package_reference/main_classes.html#datasetdict), which contains one key for the training, validation and test set."
+    "The `conll` object itself is [`DatasetDict`](https://huggingface.co/docs/datasets/package_reference/main_classes.html#datasetdict), which contains one key for the training, validation and test set."
    ]
   },
   {
@@ -318,7 +318,7 @@
     }
    ],
    "source": [
-    "datasets"
+    "conll"
    ]
   },
   {
@@ -369,7 +369,7 @@
     }
    ],
    "source": [
-    "datasets[\"train\"][0]"
+    "conll[\"train\"][0]"
    ]
   },
   {
@@ -396,7 +396,7 @@
     }
    ],
    "source": [
-    "datasets[\"train\"].features[f\"ner_tags\"]"
+    "conll[\"train\"].features[f\"ner_tags\"]"
    ]
   },
   {
@@ -434,7 +434,7 @@
     }
    ],
    "source": [
-    "label_list = datasets[\"train\"].features[f\"{task}_tags\"].feature.names\n",
+    "label_list = conll[\"train\"].features[f\"{task}_tags\"].feature.names\n",
     "label_list"
    ]
   },
@@ -594,7 +594,7 @@
     }
    ],
    "source": [
-    "show_random_elements(datasets[\"train\"])"
+    "show_random_elements(conll[\"train\"])"
    ]
   },
   {
@@ -743,7 +743,7 @@
     }
    ],
    "source": [
-    "example = datasets[\"train\"][4]\n",
+    "example = conll[\"train\"][4]\n",
     "print(example[\"tokens\"])"
    ]
   },
@@ -935,7 +935,7 @@
     }
    ],
    "source": [
-    "tokenize_and_align_labels(datasets['train'][:5])"
+    "tokenize_and_align_labels(conll['train'][:5])"
    ]
   },
   {
@@ -966,7 +966,7 @@
     }
    ],
    "source": [
-    "tokenized_datasets = datasets.map(tokenize_and_align_labels, batched=True)"
+    "tokenized_datasets = conll.map(tokenize_and_align_labels, batched=True)"
    ]
   },
   {