solar energy prediction

Checklist

Please go through each entry in the below checklist and mark an 'X' if that condition has been met. Every entry should be marked with an 'X' to be get the Pull Request approved.

• [ ] All imports are in the first cell? First block of imports are standard libraries, second block are 3rd party libraries, third block are all arcgis imports? Note that in some cases, for samples, it is a good idea to keep the imports next to where they are used, particularly for uncommonly used features that we want to highlight.
• [ ] All GIS object instantiations are one of the following?
  • gis = GIS()
  • gis = GIS('https://www.arcgis.com', 'arcgis_python', '[email protected]')
  • gis = GIS(profile="your_online_profile")
  • gis = GIS('https://pythonapi.playground.esri.com/portal', 'arcgis_python', 'amazing_arcgis_123')
  • gis = GIS(profile="your_enterprise_portal")
• [ ] If this notebook requires setup or teardown, did you add the appropriate code to ./misc/setup.py and/or ./misc/teardown.py?
• [ ] If this notebook references any portal items that need to be staged on AGOL/Python API playground, did you coordinate with a Python API team member to stage the item the correct way with the api_data_owner user?
• [ ] Code refactored & split out across multiple cells, useful comments?
• [ ] Consistent voice/tense/narrative style? Thoroughly checked for typos?
• [ ] All images used like <img src="base64str_here"> instead of <img src="https://some.url">? All map widgets contain a static image preview? (Call mapview_inst.take_screenshot() to do so)
• [ ] All file paths are constructed in an OS-agnostic fashion with os.path.join()? (Instead of r"\foo\bar", os.path.join(os.path.sep, "foo", "bar"), etc.)
• [ ] IF YOU WANT THIS SAMPLE TO BE DISPLAYED ON THE DEVELOPERS.ARCGIS.COM WEBSITE, ping @ DavidJVitale so he can add it to the list for the next deploy

This notebook shows how river turbidity can be estimated using satellite data without any field measurement.

Checklist

Please go through each entry in the below checklist and mark an 'X' if that condition has been met. Every entry should be marked with an 'X' to be get the Pull Request approved.

• [x] All imports are in the first cell? First block of imports are standard libraries, second block are 3rd party libraries, third block are all arcgis imports? Note that in some cases, for samples, it is a good idea to keep the imports next to where they are used, particularly for uncommonly used features that we want to highlight.
• [x] All GIS object instantiations are one of the following?
  • gis = GIS()
  • gis = GIS('https://www.arcgis.com', 'arcgis_python', '[email protected]')
  • gis = GIS(profile="your_online_profile")
  • gis = GIS('https://pythonapi.playground.esri.com/portal', 'arcgis_python', 'amazing_arcgis_123')
  • gis = GIS(profile="your_enterprise_portal")
• [ ] If this notebook requires setup or teardown, did you add the appropriate code to ./misc/setup.py and/or ./misc/teardown.py?
• [x] If this notebook references any portal items that need to be staged on AGOL/Python API playground, did you coordinate with a Python API team member to stage the item the correct way with the api_data_owner user?
• [x] Code refactored & split out across multiple cells, useful comments?
• [x] Consistent voice/tense/narrative style? Thoroughly checked for typos?
• [x] All images used like <img src="base64str_here"> instead of <img src="https://some.url">? All map widgets contain a static image preview? (Call mapview_inst.take_screenshot() to do so)
• [ ] All file paths are constructed in an OS-agnostic fashion with os.path.join()? (Instead of r"\foo\bar", os.path.join(os.path.sep, "foo", "bar"), etc.)
• [x] IF YOU WANT THIS SAMPLE TO BE DISPLAYED ON THE DEVELOPERS.ARCGIS.COM WEBSITE, ping @ DavidJVitale so he can add it to the list for the next deploy

This fixes the issue no: 2868

In this notebook, we detect settlements using the traditional supervised classification (SVM) approach and DL (Unet) approach. We compare their results against each other.

as referenced in https://github.com/ArcGIS/geosaurus/issues/3217

part 1 - introduction part 2 - spatial operations part 3 - spatial filtering

@AtmaMani Though the as_arcpy() is not showing correctly in the preview, it did show the expected shape in the nbviewer.jupyter.org/github/Esri/arcgis-python-api/blob/xxx link. I am not sure if the shape preview is to be present when the PR gets merged.

Final review, if all boxes are checked, we can merge

• [x] Part 1 - What is geocoding
• [x] Part 2 - Locating addresses
• [x] Part 3 - Finding points of interest
• [x] Part 4 - Batch geocode
• [x] Part 5 - Reverse geocode
• [x] Part 6 - Custom geocoders
• [x] Part 7 - Utility functions for geocode

To fulfill the requirements of the 7 topics in issue https://github.com/ArcGIS/geosaurus/issues/4798

The attached CSV file is to be used in Part 4.

Resolves https://github.com/ArcGIS/geosaurus/issues/4798

All chapters required by https://github.com/ArcGIS/geosaurus/issues/6846 except for Part 6 are listed here. Part 6 (JupyterLab) does not render maps as expected and hence not to be come with this release.

Notebooks are placed inside 10-mapping-and-visualization-alt folder. Please feel free to specify a better name if needed. @AtmaMani

@BP-Ent Can you please do us a big favor by reviewing this guide series? Many thanks!!

Add GeoEnrichment Guides in 6 parts per Issue https://github.com/ArcGIS/geosaurus/issues/4006

1. Introduction to GeoEnrichment
2. Enriching Study Areas
3. Exploring Named Statistical Areas
4. Enriching Data Collections and Spatially Enabled Dataframe
5. Generating Reports
6. Standard Geography Queries

<Sample notebook for detection of electric utility features using deep learning>

Checklist

Please go through each entry in the below checklist and mark an 'X' if that condition has been met. Every entry should be marked with an 'X' to be get the Pull Request approved.

• [x] All imports are in the first cell? First block of imports are standard libraries, second block are 3rd party libraries, third block are all arcgis imports? Note that in some cases, for samples, it is a good idea to keep the imports next to where they are used, particularly for uncommonly used features that we want to highlight.
• [x] All GIS object instantiations are one of the following?
  • gis = GIS()
  • gis = GIS('https://www.arcgis.com', 'arcgis_python', '[email protected]')
  • gis = GIS(profile="your_online_profile")
  • gis = GIS('https://pythonapi.playground.esri.com/portal', 'arcgis_python', 'amazing_arcgis_123')
  • gis = GIS(profile="your_enterprise_portal")
• [x] If this notebook requires setup or teardown, did you add the appropriate code to ./misc/setup.py and/or ./misc/teardown.py?
• [x] If this notebook references any portal items that need to be staged on AGOL/Python API playground, did you coordinate with a Python API team member to stage the item the correct way with the api_data_owner user?
• [x] Code refactored & split out across multiple cells, useful comments?
• [x] Consistent voice/tense/narrative style? Thoroughly checked for typos?
• [x] All images used like <img src="base64str_here"> instead of <img src="https://some.url">? All map widgets contain a static image preview? (Call mapview_inst.take_screenshot() to do so)
• [x] All file paths are constructed in an OS-agnostic fashion with os.path.join()? (Instead of r"\foo\bar", os.path.join(os.path.sep, "foo", "bar"), etc.)
• [ ] IF YOU WANT THIS SAMPLE TO BE DISPLAYED ON THE DEVELOPERS.ARCGIS.COM WEBSITE, ping @ DavidJVitale so he can add it to the list for the next deploy

Added Image Scene Classification Sample Notebook for issue https://github.com/ArcGIS/geosaurus/issues/7337.

Fixed somethings in coastline_classification_using_feature_classifier

• draft to address cloning content guide 2230
• please review to see if introduction makes sense - I attempted to put in a caveat about how cloning may not produce a one-to-one transfer (even though in the case of this notebook it did in my testing)
• I used the pythonapi playground and the geosaurus org. Both sets of items exist in the portals right now. If you want to run the notebook to test the results, perhaps you could create an admin account in geosaurus and run the notebook - to verify and test if the explanations are ok
• I did not include any real information about related_items()

Checklist

Please go through each entry in the below checklist and mark an 'X' if that condition has been met. Every entry should be marked with an 'X' to be get the Pull Request approved.

• [ ] All imports are in the first cell? First block of imports are standard libraries, second block are 3rd party libraries, third block are all arcgis imports? Note that in some cases, for samples, it is a good idea to keep the imports next to where they are used, particularly for uncommonly used features that we want to highlight.
• [ ] All GIS object instantiations are one of the following?
  • gis = GIS()
  • gis = GIS('https://www.arcgis.com', 'arcgis_python', '[email protected]')
  • gis = GIS(profile="your_online_profile")
  • gis = GIS('https://pythonapi.playground.esri.com/portal', 'arcgis_python', 'amazing_arcgis_123')
  • gis = GIS(profile="your_enterprise_portal")
• [ ] If this notebook requires setup or teardown, did you add the appropriate code to ./misc/setup.py and/or ./misc/teardown.py?
• [ ] If this notebook references any portal items that need to be staged on AGOL/Python API playground, did you coordinate with a Python API team member to stage the item the correct way with the api_data_owner user?
• [ ] Code refactored & split out across multiple cells, useful comments?
• [ ] Consistent voice/tense/narrative style? Thoroughly checked for typos?
• [ ] All images used like <img src="base64str_here"> instead of <img src="https://some.url">? All map widgets contain a static image preview? (Call mapview_inst.take_screenshot() to do so)
• [ ] All file paths are constructed in an OS-agnostic fashion with os.path.join()? (Instead of r"\foo\bar", os.path.join(os.path.sep, "foo", "bar"), etc.)
• [ ] IF YOU WANT THIS SAMPLE TO BE DISPLAYED ON THE DEVELOPERS.ARCGIS.COM WEBSITE, ping @ DavidJVitale so he can add it to the list for the next deploy

<insert pull request description here>

Checklist

Please go through each entry in the below checklist and mark an 'X' if that condition has been met. Every entry should be marked with an 'X' to be get the Pull Request approved.

• [x] All imports are in the first cell? First block of imports are standard libraries, second block are 3rd party libraries, third block are all arcgis imports?
• [x] All GIS object instantiations are one of the following?
  • gis = GIS('https://www.arcgis.com', 'arcgis_python', '[email protected]')
  • gis = GIS(profile="your_online_profile")
  • gis = GIS('https://pythonapi.playground.esri.com/portal', 'arcgis_python', 'amazing_arcgis_123')
  • gis = GIS(profile="your_enterprise_portal")
• [x] If this notebook requires setup or teardown, did you add the appropriate code to ./misc/setup.py and/or ./misc/teardown.py?
• [] If this notebook references any portal items that need to be staged on AGOL/Python API playground, did you coordinate with a Python API team member to stage the item the correct way with the api_data_owner user?
• [x] Code refactored & split out across multiple cells, useful comments?
• [x] Consistent voice/tense/narrative style? Thoroughly checked for typos?
• [x] All images used like <img src="base64str_here"> instead of <img src="https://some.url">? All map widgets contain a static image preview? (Call mapview_inst.take_screenshot() to do so)
• [x] All file paths are constructed in an OS-agnostic fashion with os.path.join()? (Instead of r"\foo\bar", os.path.join(os.path.sep, "foo", "bar"), etc.)
• [] IF YOU WANT THIS SAMPLE TO BE DISPLAYED ON THE DEVELOPERS.ARCGIS.COM WEBSITE, ping @ DavidJVitale so he can add it to the list for the next deploy

Describe the solution you'd like Currently the search and advanced_search functions do not utilize the filter parameter of the search endpoint.

This is would be very useful when you want to target specific items based on tags or naming conventions.

Filter | Search API 

search | ContentManager | Python API

advanced_search | ContentManager | Python API

Describe alternatives you've considered The only work arounds now are to have a static list of all the items you want to target, or to write extra code to filter the search results.

X-Posted on Community Ideas

Describe the bug It appears that the notebooks hosted in ArcGIS Online (v. 2.0.1) do not allow you to attach .xlsx files or .docx files. This is a rehash of this closed issue: https://github.com/Esri/arcgis-python-api/issues/1315

To Reproduce Upload an xlsx file or docx file to the files area in ArcGIS Online (/arcgis/home). Try to attach the file to a feature service.

attachresult = attach_mgr_target.add(oid=1,file_path=r"/arcgis/home/test.xlsx")

error:

---------------------------------------------------------------------------
Exception                                 Traceback (most recent call last)
Input In [6], in <cell line: 1>()
----> 1 attachresult = attach_mgr_target.add(oid=1,file_path=r"/arcgis/home/test.xlsx")

File /opt/conda/lib/python3.9/site-packages/arcgis/features/managers.py:522, in AttachmentManager.add(self, oid, file_path, keywords)
    503 def add(self, oid: str, file_path: str, keywords: Optional[str] = None):
    504     """
    505     Adds an attachment to a :class:`~arcgis.features.FeatureLayer`
    506 
   (...)
    520 
    521     """
--> 522     return self._layer._add_attachment(oid, file_path, keywords=keywords)

File /opt/conda/lib/python3.9/site-packages/arcgis/features/layer.py:539, in FeatureLayer._add_attachment(self, oid, file_path, keywords)
    537         attach_url = self._url + "/%s/addAttachment" % oid
    538     files = {"attachment": file_path}
--> 539     res = self._con.post(path=attach_url, postdata=params, files=files)
    540     return res
    541 else:

File /opt/conda/lib/python3.9/site-packages/arcgis/gis/_impl/_con/_connection.py:1407, in Connection.post(self, path, params, files, **kwargs)
   1405 if return_raw_response:
   1406     return resp
-> 1407 return self._handle_response(
   1408     resp=resp,
   1409     out_path=out_path,
   1410     file_name=file_name,
   1411     try_json=try_json,
   1412     force_bytes=kwargs.pop("force_bytes", False),
   1413 )

File /opt/conda/lib/python3.9/site-packages/arcgis/gis/_impl/_con/_connection.py:900, in Connection._handle_response(self, resp, file_name, out_path, try_json, force_bytes, ignore_error_key)
    898             return data
    899         errorcode = data["error"]["code"] if "code" in data["error"] else 0
--> 900         self._handle_json_error(data["error"], errorcode)
    901     return data
    902 else:

File /opt/conda/lib/python3.9/site-packages/arcgis/gis/_impl/_con/_connection.py:923, in Connection._handle_json_error(self, error, errorcode)
    920                 # _log.error(errordetail)
    922 errormessage = errormessage + "\n(Error Code: " + str(errorcode) + ")"
--> 923 raise Exception(errormessage)

Exception: The given key was not present in the dictionary.
(Error Code: 400)

Screenshots

Expected behavior Based on the UI in ArcGIS Online, you should be able to attach .xlsx or .docx files. When you attach via the web UI, it uses this mime type for xlsx files: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Platform (please complete the following information):

• OS: Windows
• Browser: Chrome - Python API Version [e.g. 2.0.1] Hosted in ArcGIS Online

Additional context In looking at the mimetypes in ArcGIS Online hosted notebooks, I do not see a .xlsx or .docx in there. If I run the following code, it allows me to attach the files.

import mimetypes
mimetypes.types_map['.xlsx'] = r"application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
attachresult = attach_mgr_target.add(oid=1,file_path=r"/arcgis/home/test.xlsx")

Describe the bug Utilizing the standard command conda install -c esri arcpy in a new, empty, conda environment produces a build error which aborts the installation.

To Reproduce Steps to reproduce the behavior:

conda create -n clean_env
y
conda activate clean_env
conda install -c esri arcpy
y

error:

ERROR conda.core.link:_execute(740): An error occurred while installing package 'esri::jupyter_contrib_nbextensions-0.5.1-py_24'.
Rolling back transaction: done

LinkError: post-link script failed for package esri::jupyter_contrib_nbextensions-0.5.1-py_24
location of failed script: E:\Anaconda3\envs\clean_env\Scripts\.jupyter_contrib_nbextensions-post-link.bat
==> script messages <==
<None>
==> script output <==
stdout:
stderr: Traceback (most recent call last):
  File "E:\Anaconda3\envs\clean_env\Scripts\jupyter-contrib-nbextension-script.py", line 5, in <module>
    from jupyter_contrib_nbextensions.application import main
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\jupyter_contrib_nbextensions\application.py", line 15, in <module>
    from jupyter_contrib_nbextensions.install import (
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\jupyter_contrib_nbextensions\install.py", line 12, in <module>
    import latex_envs
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\latex_envs\__init__.py", line 3, in <module>
    from . import latex_envs
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\latex_envs\latex_envs.py", line 20, in <module>
    from nbconvert.exporters.exporter import Exporter
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\nbconvert\__init__.py", line 4, in <module>
    from .exporters import *
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\nbconvert\exporters\__init__.py", line 3, in <module>
    from .html import HTMLExporter
  File "E:\Anaconda3\envs\clean_env\lib\site-packages\nbconvert\exporters\html.py", line 12, in <module>
    from jinja2 import contextfilter
ImportError: cannot import name 'contextfilter' from 'jinja2' (E:\Anaconda3\envs\clean_env\lib\site-packages\jinja2\__init__.py)

return code: 1

()

Screenshots

Expected behavior The build to complete successfully.

Platform (please complete the following information):

• OS: Windows 11
• Anaconda 2022.10
• arcgis-2.0.1-py39_2826
• arcgispro-3.0-0
• arcpy-3.0-py39_arcgispro_36056 Additional context

Checklist

Please go through each entry in the below checklist and mark an 'X' if that condition has been met. Every entry should be marked with an 'X' to be get the Pull Request approved.

• [ ] All imports are in the first cell?
  • [ ] First block of imports are standard libraries
  • [ ] Second block are 3rd party libraries
  • [ ] Third block are all arcgis imports? Note that in some cases, for samples, it is a good idea to keep the imports next to where they are used, particularly for uncommonly used features that we want to highlight.
• [ ] All GIS object instantiations are one of the following?
  • gis = GIS()
  • gis = GIS('home') or gis = GIS('pro')
  • gis = GIS(profile="your_online_portal")
  • gis = GIS(profile="your_enterprise_portal")
• [ ] If this notebook requires setup or teardown, did you add the appropriate code to ./misc/setup.py and/or ./misc/teardown.py?
• [ ] If this notebook references any portal items that need to be staged on AGOL/Python API playground, did you coordinate with a Python API team member to stage the item the correct way with the api_data_owner user?
• [ ] If the notebook requires working with local data (such as CSV, FGDB, SHP, Raster files), upload the files as items to the Geosaurus Online Org using api_data_owner account and change the notebook to first download and unpack the files.
• [ ] Code simplified & split out across multiple cells, useful comments?
• [ ] Consistent voice/tense/narrative style? Thoroughly checked for typos?
• [ ] All images used like <img src="base64str_here"> instead of <img src="https://some.url">? All map widgets contain a static image preview? (Call mapview_inst.take_screenshot() to do so)
• [ ] All file paths are constructed in an OS-agnostic fashion with os.path.join()? (Instead of r"\foo\bar", os.path.join(os.path.sep, "foo", "bar"), etc.)
• [ ] Is your code formatted using Jupyter Black? You can use Jupyter Black to format your code in the notebook.
• [X] IF YOU WANT THIS SAMPLE TO BE DISPLAYED ON THE DEVELOPERS.ARCGIS.COM WEBSITE, ping @ mohi9282 so he can add it to the list for the next deploy

Brief mixup with install instructions, as the module names and package names are different (underscore vs. hyphen). Resolves https://github.com/ArcGIS/geosaurus/issues/9421