ArcGIS Python or arcpy
ArcGIS API (for) Python or arcpy? - a somewhat well-explained story.
Posts by Category
- gis 8
- python 6
- automation 5
- cloud 5
- ai 4
- scripting 2
- ml 2
- devops 2
- spatial 2
- analysis 2
- metadata 1
- tools 1
- workflow 1
- testing 1
- architecture 1
- arcgis 1
- aws 1
- machine-learning 1
- cybersecurity 1
- geospatial 1
- infrastructure 1
- cicd 1
- generative-ai 1
- comparison 1
- web-search 1
- llm 1
- langchain 1
- ollama 1
gis
ArcGIS API for Python in AWS Lambda
Exploring the feasibility of running the ArcGIS API for Python in AWS Lambda, including building a custom container layer for geoprocessing tasks.
Migrating ArcGIS Data Workflows to the Cloud
Exploring architectural choices and tradeoffs when migrating ArcGIS data workflows from on-premises to cloud-native solutions, including AWS and ArcGIS Online.
JMeter Performance Testing for ArcGIS Enterprise Image and Feature services
Using Apache JMeter to test the performance of ArcGIS Enterprise Image and Feature services, to establish a baseline for performance and throughput.
Automatic Vector Tile Layer Updates, using arcpy and ArcGIS Python API
Using arcpy and ArcGIS Python API to script regular updates to a pre-styled Vector Tile Layer in ArcGIS Online or ArcGIS Enterprise.
Arcade Popups in ArcGIS web map, with Conditional Display of Images
Using Esri’s Arcade script language to populate fields in a web map popup, with conditional display of images and output from feature set query.
Scripting Mosaic Datasets - The Esri multidimensional data model
Scripting the Esri Mosaic Dataset Creation using Esri’s Mosaic Dataset Configuration Scripts (MDCS) in Powershell, for repeatable workflows with massive rast...
ArcGIS Metadata Tools: Enhancing Metadata Management
Automate and streamline metadata management in ArcGIS with the ArcGIS Metadata Tools project, featuring Python scripts and templates for efficient metadata h...
python
Detecting Rooftop Solar from high-resolution aerial imagery — scalable Roboflow inferencing + spatial clustering - Auckland case study
Using high-resolution aerial imagery to detect rooftop solar PV installations across Auckland, New Zealand. Combining Roboflow/YOLO detection with AWS Batch ...
Spatial Analysis Methods — Distinguish, Decide, and Apply
Choosing between different analysis methods for spatial point patterns. Overview of clustering, dispersion, and heterogeneity methods with practical guidance.
Huggingface Exploration
Opening up a can of worms called Huggingface.
ArcGIS Python or arcpy
ArcGIS API (for) Python or arcpy? - a somewhat well-explained story.
ArcGIS API for Python in AWS Lambda
Exploring the feasibility of running the ArcGIS API for Python in AWS Lambda, including building a custom container layer for geoprocessing tasks.
Automatic Vector Tile Layer Updates, using arcpy and ArcGIS Python API
Using arcpy and ArcGIS Python API to script regular updates to a pre-styled Vector Tile Layer in ArcGIS Online or ArcGIS Enterprise.
automation
Building Enterprise CI/CD with GitHub Actions — From Tests to Production
A practical guide to building production-ready CI/CD pipelines with GitHub Actions. Learn how to automate testing, building, security scanning, documentation...
Automatic Vector Tile Layer Updates, using arcpy and ArcGIS Python API
Using arcpy and ArcGIS Python API to script regular updates to a pre-styled Vector Tile Layer in ArcGIS Online or ArcGIS Enterprise.
Scripting Mosaic Datasets - The Esri multidimensional data model
Scripting the Esri Mosaic Dataset Creation using Esri’s Mosaic Dataset Configuration Scripts (MDCS) in Powershell, for repeatable workflows with massive rast...
PowerAutomate Workflow for Web Orders
A PowerAutomate Workflow to deal with web orders that our team was receiving as emails.
ArcGIS Metadata Tools: Enhancing Metadata Management
Automate and streamline metadata management in ArcGIS with the ArcGIS Metadata Tools project, featuring Python scripts and templates for efficient metadata h...
cloud
Making Scientific Raster Data Accessible — A Cloud-Native Approach
Building a production-ready platform for sharing large scientific raster datasets. From NetCDF files to interactive map tiles and timeseries APIs, with autom...
Detecting Rooftop Solar from high-resolution aerial imagery — scalable Roboflow inferencing + spatial clustering - Auckland case study
Using high-resolution aerial imagery to detect rooftop solar PV installations across Auckland, New Zealand. Combining Roboflow/YOLO detection with AWS Batch ...
Cloudformation, SAM or Terraform?
Choosing between different technologies for creating infrastructure-as-code (IaC) for AWS.
ArcGIS API for Python in AWS Lambda
Exploring the feasibility of running the ArcGIS API for Python in AWS Lambda, including building a custom container layer for geoprocessing tasks.
Migrating ArcGIS Data Workflows to the Cloud
Exploring architectural choices and tradeoffs when migrating ArcGIS data workflows from on-premises to cloud-native solutions, including AWS and ArcGIS Online.
ai
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.
Fine-tuning OpenAI GPT-OSS20B for Cybersecurity with PEFT/LoRA
Learn how to fine-tune OpenAI’s GPT-OSS20B model using PEFT/LoRA techniques with a cybersecurity dataset, creating a locally runnable specialized LLM.
Huggingface Exploration
Opening up a can of worms called Huggingface.
AI in ArcGIS
ArcGIS and AI - is that a thing? (Spoiler: yes, it actually is!)
scripting
Arcade Popups in ArcGIS web map, with Conditional Display of Images
Using Esri’s Arcade script language to populate fields in a web map popup, with conditional display of images and output from feature set query.
Scripting Mosaic Datasets - The Esri multidimensional data model
Scripting the Esri Mosaic Dataset Creation using Esri’s Mosaic Dataset Configuration Scripts (MDCS) in Powershell, for repeatable workflows with massive rast...
ml
Huggingface Exploration
Opening up a can of worms called Huggingface.
AI in ArcGIS
ArcGIS and AI - is that a thing? (Spoiler: yes, it actually is!)
devops
Building Enterprise CI/CD with GitHub Actions — From Tests to Production
A practical guide to building production-ready CI/CD pipelines with GitHub Actions. Learn how to automate testing, building, security scanning, documentation...
Cloudformation, SAM or Terraform?
Choosing between different technologies for creating infrastructure-as-code (IaC) for AWS.
spatial
Detecting Rooftop Solar from high-resolution aerial imagery — scalable Roboflow inferencing + spatial clustering - Auckland case study
Using high-resolution aerial imagery to detect rooftop solar PV installations across Auckland, New Zealand. Combining Roboflow/YOLO detection with AWS Batch ...
Spatial Analysis Methods — Distinguish, Decide, and Apply
Choosing between different analysis methods for spatial point patterns. Overview of clustering, dispersion, and heterogeneity methods with practical guidance.
analysis
Detecting Rooftop Solar from high-resolution aerial imagery — scalable Roboflow inferencing + spatial clustering - Auckland case study
Using high-resolution aerial imagery to detect rooftop solar PV installations across Auckland, New Zealand. Combining Roboflow/YOLO detection with AWS Batch ...
Spatial Analysis Methods — Distinguish, Decide, and Apply
Choosing between different analysis methods for spatial point patterns. Overview of clustering, dispersion, and heterogeneity methods with practical guidance.
metadata
ArcGIS Metadata Tools: Enhancing Metadata Management
Automate and streamline metadata management in ArcGIS with the ArcGIS Metadata Tools project, featuring Python scripts and templates for efficient metadata h...
tools
ArcGIS Metadata Tools: Enhancing Metadata Management
Automate and streamline metadata management in ArcGIS with the ArcGIS Metadata Tools project, featuring Python scripts and templates for efficient metadata h...
workflow
PowerAutomate Workflow for Web Orders
A PowerAutomate Workflow to deal with web orders that our team was receiving as emails.
testing
JMeter Performance Testing for ArcGIS Enterprise Image and Feature services
Using Apache JMeter to test the performance of ArcGIS Enterprise Image and Feature services, to establish a baseline for performance and throughput.
architecture
Migrating ArcGIS Data Workflows to the Cloud
Exploring architectural choices and tradeoffs when migrating ArcGIS data workflows from on-premises to cloud-native solutions, including AWS and ArcGIS Online.
arcgis
AI in ArcGIS
ArcGIS and AI - is that a thing? (Spoiler: yes, it actually is!)
aws
Cloudformation, SAM or Terraform?
Choosing between different technologies for creating infrastructure-as-code (IaC) for AWS.
machine-learning
Fine-tuning OpenAI GPT-OSS20B for Cybersecurity with PEFT/LoRA
Learn how to fine-tune OpenAI’s GPT-OSS20B model using PEFT/LoRA techniques with a cybersecurity dataset, creating a locally runnable specialized LLM.
cybersecurity
Fine-tuning OpenAI GPT-OSS20B for Cybersecurity with PEFT/LoRA
Learn how to fine-tune OpenAI’s GPT-OSS20B model using PEFT/LoRA techniques with a cybersecurity dataset, creating a locally runnable specialized LLM.
geospatial
Making Scientific Raster Data Accessible — A Cloud-Native Approach
Building a production-ready platform for sharing large scientific raster datasets. From NetCDF files to interactive map tiles and timeseries APIs, with autom...
infrastructure
Making Scientific Raster Data Accessible — A Cloud-Native Approach
Building a production-ready platform for sharing large scientific raster datasets. From NetCDF files to interactive map tiles and timeseries APIs, with autom...
cicd
Building Enterprise CI/CD with GitHub Actions — From Tests to Production
A practical guide to building production-ready CI/CD pipelines with GitHub Actions. Learn how to automate testing, building, security scanning, documentation...
generative-ai
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.
comparison
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.
web-search
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.
llm
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.
langchain
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.
ollama
Generative AI: Web Search vs. Local LLM Results
A side-by-side comparison of generative AI content produced using local LLMs versus web search-augmented workflows.