diff --git a/docs/example_fastapi.ipynb b/docs/example_fastapi.ipynb index dc72b1f..ad8f378 100644 --- a/docs/example_fastapi.ipynb +++ b/docs/example_fastapi.ipynb @@ -7,18 +7,12 @@ "source": [ "# Interactive Example\n", "\n", - "## 1. Run PhaseNet in terminal or use QuakeFlow API\n", - "\n", - "Note: Please only use the QuakeFlow API for debugging and testing on small datasets. Do not run large jobs using the QuakeFlow API. The computational cost can be high for us.\n", - "\n", - "```bash\n", - "uvicorn --app-dir=phasenet app:app --reload --port 8000\n", - "```" + "## 1. Run PhaseNet in terminal or use QuakeFlow API" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -32,14 +26,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 2, "id": "4e5f57e6", "metadata": {}, "outputs": [], "source": [ "# PHASENET_API_URL = \"http://127.0.0.1:8000\"\n", "# PHASENET_API_URL = \"http://phasenet.quakeflow.com\" ## gcp\n", - "PHASENET_API_URL = \"http://test.quakeflow.com:8001\" ## local machine\n", + "# PHASENET_API_URL = \"http://test.quakeflow.com:8001\" ## local machine\n", + "PHASENET_API_URL = \"https://ai4eps-eqnet.hf.space\"\n", "# PHASENET_API_URL = \"http://131.215.74.195:8001\" ## local machine" ] }, @@ -59,19 +54,17 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -83,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 4, "id": "dfe6a3a0-d5ab-43de-9b61-a14f4104e715", "metadata": {}, "outputs": [], @@ -110,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -118,7 +111,7 @@ "output_type": "stream", "text": [ "\n", - "Picks [{'station_id': 'BW.RJOB..EH', 'phase_time': '2009-08-24T00:20:07.710', 'phase_score': 0.978, 'phase_type': 'P', 'dt': 0.01}, {'station_id': 'BW.RJOB..EH', 'phase_time': '2009-08-24T00:20:08.680', 'phase_score': 0.924, 'phase_type': 'S', 'dt': 0.01}]\n" + "Picks [{'station_id': 'B', 'phase_time': '2009-08-24T00:20:07.710', 'phase_score': 0.978, 'phase_type': 'P', 'dt': 0.01}, {'station_id': 'B', 'phase_time': '2009-08-24T00:20:08.680', 'phase_score': 0.924, 'phase_type': 'S', 'dt': 0.01}]\n" ] } ], @@ -141,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 6, "metadata": { "tags": [] }, @@ -151,19 +144,17 @@ "output_type": "stream", "text": [ "\n", - "Picks [{'station_id': 'BW.RJOB..EH', 'phase_time': '2009-08-24T00:20:07.710', 'phase_score': 0.978, 'phase_type': 'P', 'dt': 0.01}, {'station_id': 'BW.RJOB..EH', 'phase_time': '2009-08-24T00:20:08.680', 'phase_score': 0.924, 'phase_type': 'S', 'dt': 0.01}]\n" + "Picks [{'station_id': 'B', 'phase_time': '2009-08-24T00:20:07.710', 'phase_score': 0.978, 'phase_type': 'P', 'dt': 0.01}, {'station_id': 'B', 'phase_time': '2009-08-24T00:20:08.680', 'phase_score': 0.924, 'phase_type': 'S', 'dt': 0.01}]\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -201,7 +192,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.10.8" }, "vscode": { "interpreter": { diff --git a/mkdocs.yml b/mkdocs.yml index f0c76ca..c219506 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -6,7 +6,7 @@ repo_name: 'AI4EPS/PhaseNet' repo_url: 'https://github.com/ai4eps/PhaseNet' nav: - Overview: README.md - - Interactive Example: example_gradio.ipynb + - Interactive Example: example_fastapi.ipynb - Batch Prediction: example_batch_prediction.ipynb theme: name: 'material'