Fix a few notebook typos (#32947)

apache · Oct 25, 2024 · 8cd3e54 · 8cd3e54
1 parent 6e3e70d
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diff --git a/examples/notebooks/beam-ml/bigquery_enrichment_transform.ipynb b/examples/notebooks/beam-ml/bigquery_enrichment_transform.ipynb
@@ -573,7 +573,7 @@
         "In this example, you create two handlers:\n",
         "\n",
         "* One for customer data that specifies `table_name` and `row_restriction_template`\n",
-        "* One for for usage data that uses a custom aggregation query by using the `query_fn` function\n",
+        "* One for usage data that uses a custom aggregation query by using the `query_fn` function\n",
         "\n",
         "These handlers are used in the Enrichment transforms in this pipeline to fetch and join data from BigQuery with the streaming data."
       ],

diff --git a/examples/notebooks/beam-ml/rag_usecase/opensearch_rag_pipeline.ipynb b/examples/notebooks/beam-ml/rag_usecase/opensearch_rag_pipeline.ipynb
@@ -209,7 +209,7 @@
     "\n",
     "3. Create the index.\n",
     "\n",
-    "4. Index creation is neeeded only once."
+    "4. Index creation is needed only once."
    ]
   },
   {

diff --git a/examples/notebooks/beam-ml/run_inference_vllm.ipynb b/examples/notebooks/beam-ml/run_inference_vllm.ipynb
@@ -407,7 +407,7 @@
         "# Set the Google Cloud region that you want to run Dataflow in.\n",
         "options.view_as(GoogleCloudOptions).region = 'us-central1'\n",
         "\n",
-        "# IMPORTANT: Replace BUCKET_NAME with the the name of your Cloud Storage bucket.\n",
+        "# IMPORTANT: Replace BUCKET_NAME with the name of your Cloud Storage bucket.\n",
         "dataflow_gcs_location = \"gs://%s/dataflow\" % BUCKET_NAME\n",
         "\n",
         "# The Dataflow staging location. This location is used to stage the Dataflow pipeline and the SDK binary.\n",
-Original file line number
+Diff line change
@@ Expand Up / @@ -209,7 +209,7 @@ @@
         "\n",
         "3. Create the index.\n",
         "\n",
-        "4. Index creation is neeeded only once."
+        "4. Index creation is needed only once."
        ]
       },
       {
@@ Expand Down @@