{
"cells": [
{
"cell_type": "markdown",
"id": "dental-preview",
"metadata": {},
"source": [
"# Export\n",
"\n",
" ![](\"./images/export_app.png\")
\n",
"\n",
"\n",
"This application lets users export objects and data stored in `geoh5` to various file formats. \n",
"\n",
"The app currently supports:\n",
" \n",
"- ESRI Shapefile (**shp**)\n",
"- Column file (**csv**)\n",
"- Geotiff (1 or 3-band) (**tiff**)\n",
"- UBC-GIF (Tensor or OcTree) (**msh, mod**)\n",
"\n",
"\n",
"New user? Visit the [Getting Started](../installation.rst) page."
]
},
{
"cell_type": "markdown",
"id": "large-jamaica",
"metadata": {},
"source": [
"## Application\n",
"The following sections provide details on the different parameters controlling the application. Interactive widgets shown below are for demonstration purposes only."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "blind-titanium",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b8d2ecb5142644c2819531e8f7aeeed6",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(VBox(children=(Label(value='Workspace', style=DescriptionStyle(description_width='initial')), H…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from geoapps.export import Export\n",
"\n",
"app = Export(h5file=r\"../../../assets/FlinFlon.geoh5\")\n",
"app()"
]
},
{
"cell_type": "markdown",
"id": "third-wellington",
"metadata": {},
"source": [
"## Project Selection\n",
"\n",
"Select and connect to an existing **geoh5** project file containing data. "
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "extraordinary-series",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "06d49df911514a76b502f7cd1bb35b5e",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Label(value='Workspace', style=DescriptionStyle(description_width='initial')), HBox(children=(F…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.project_panel"
]
},
{
"cell_type": "markdown",
"id": "superb-navigator",
"metadata": {},
"source": [
"See the [Project Panel](base_application.ipynb#Project-Panel) page for more details."
]
},
{
"cell_type": "markdown",
"id": "independent-specialist",
"metadata": {},
"source": [
"## Object and Data Selection\n",
"\n",
"List of objects available for export from the target `geoh5` project. "
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "decent-bowling",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "896c0b7aa4ac4f68aef40df36fc6f290",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Dropdown(description='Object:', index=7, options=(['', None], ['Labels/Label3', UUID('39b2d390-…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.data_panel"
]
},
{
"cell_type": "markdown",
"id": "industrial-employee",
"metadata": {},
"source": [
"## Output type\n",
"\n",
"List of file formats currently supported."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "whole-closer",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e8d2e5837f574989ac1da48cbd2ffc14",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Dropdown(description='Export type', index=2, options=('ESRI shapefile', 'csv', 'geotiff', 'UBC format'), style…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.file_type"
]
},
{
"cell_type": "markdown",
"id": "known-pantyhose",
"metadata": {},
"source": [
"### ESRI Shapefile\n",
"\n",
"Export option to **.shp** file format for `Points`, `Curve` objects. "
]
},
{
"cell_type": "markdown",
"id": "designing-concert",
"metadata": {},
"source": [
"#### Projection\n",
"\n",
"Coordinate system assigned to the shapefile, either as ESRI, EPSG or WKT code."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "defensive-meditation",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "07183682d77c4221a7d4057dc75f10c4",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='EPSG:26914', continuous_update=False, description='Projection:', style=DescriptionS…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.projection_panel"
]
},
{
"cell_type": "markdown",
"id": "spiritual-cincinnati",
"metadata": {},
"source": [
"### Column Seperated Values\n",
"\n",
"Export data to **csv** file format. The x, y and z coordinates of every nodes/cells are appended to the list of data by default."
]
},
{
"cell_type": "markdown",
"id": "blank-basement",
"metadata": {},
"source": [
"### Geotiff\n",
"\n",
"Export option to **.geotiff** for `Grid2D` objects."
]
},
{
"cell_type": "markdown",
"id": "occupational-socket",
"metadata": {},
"source": [
"#### Projection\n",
"\n",
"Coordinate system assigned to the geotiff, either as ESRI, EPSG or WKT code."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "architectural-romantic",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "07183682d77c4221a7d4057dc75f10c4",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='EPSG:26914', continuous_update=False, description='Projection:', style=DescriptionS…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.projection_panel"
]
},
{
"cell_type": "markdown",
"id": "emerging-complement",
"metadata": {},
"source": [
"#### Type\n",
"Date type options exported to geotiff"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "olympic-quarterly",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "6fab3cf985ca483681cec0cded676895",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"RadioButtons(description='Type:', index=1, options=('float', 'RGB'), style=DescriptionStyle(description_width=…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.data_type"
]
},
{
"cell_type": "markdown",
"id": "professional-extent",
"metadata": {},
"source": [
"- **Float**: Single-band image containing the float value of selected data.\n",
"- **RGB**: 3-band image containing the RGB color displayed in Geoscience ANALYST."
]
},
{
"cell_type": "markdown",
"id": "hindu-stupid",
"metadata": {},
"source": [
"### UBC Model\n",
"\n",
"Export option for `BlockModel` and `Octree` objects to UBC mesh (**.msh**) and model (**.mod**) format."
]
},
{
"cell_type": "markdown",
"id": "gorgeous-startup",
"metadata": {},
"source": [
"## Output Panel\n",
"\n",
"Trigger the computation routine and store the result."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "sharp-probability",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "7cec385de68a4f368c869f3830b1605d",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(VBox(children=(Button(button_style='danger', description='Export', icon='check', style=ButtonSt…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"app.output_panel"
]
},
{
"cell_type": "markdown",
"id": "better-bulgaria",
"metadata": {},
"source": [
"See the [Output Panel](base_application.ipynb#Output-Panel) page for more details."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "dee993ca",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Object saved to C:\\Users\\dominiquef\\Documents\\GIT\\mira\\geoapps\\assets\\Temp\\Gravity_Magnetics_drape60m_Airborne_TMI.tif\n",
"Object saved to C:\\Users\\dominiquef\\Documents\\GIT\\mira\\geoapps\\assets\\Temp\\Gravity_Magnetics_drape60m_Airborne_Gxx.tif\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"app.plot_result = True\n",
"app.trigger.click()"
]
},
{
"cell_type": "markdown",
"id": "suffering-chrome",
"metadata": {},
"source": [
"Need help? Contact us at support@mirageoscience.com"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.13"
},
"widgets": {
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