Metadata-Version: 2.1
Name: esridump
Version: 1.10.1
Summary: Dump geodata from ESRI endpoints to GeoJSON
Home-page: https://github.com/openaddresses/pyesridump
Author: Ian Dees
Author-email: ian.dees@gmail.com
License: MIT
Description: esri-dump
        =========
        
        Scrapes an Esri REST endpoint and writes a GeoJSON file.
        
        ## Installation
        
        If you just want to use the command line tool `esri2geojson`, the recommended way to install this package is to create a [virtual environment](http://docs.python-guide.org/en/latest/dev/virtualenvs/) and install it there. This method does not require that you `git clone` this repository and can get you up and running quickly:
        
        ```
        virtualenv esridump
        source esridump/bin/activate
        pip install esridump
        ```
        
        ## Usage
        
        ### Command line
        
        This module will install a command line utility called `esri2geojson` that accepts an Esri REST layer endpoint URL and a filename to write the output GeoJSON to:
        
        ```bash
        esri2geojson http://cookviewer1.cookcountyil.gov/ArcGIS/rest/services/cookVwrDynmc/MapServer/11 cookcounty.geojson
        ```
        
        You can write to `stdout` by using the special output filename of `-` (a single dash character).
        
        You can also pass in the `--jsonlines` option to write newline-separated (`\n`) lines of GeoJSON features, which you can then pipe into other applications.
        
        ### Python module
        
        You can use this module in your code to get GeoJSON Feature-shaped Python `dicts` into your code:
        
        ```python
        import json
        from esridump.dumper import EsriDumper
        
        d = EsriDumper('http://example.com/arcgis/rest/services/Layer/MapServer/1')
        
        # Iterate over each feature
        for feature in d:
            print(json.dumps(feature))
        
        d = EsriDumper('http://example.com/arcgis/rest/services/Layer/MapServer/2')
        
        # Or get all features in one list
        all_features = list(d)
        ```
        
        ## Methodology
        
        The module will do its best to find the most efficient method of retrieving data from the Esri server, given [the capabilities of the server](http://resources.arcgis.com/en/help/arcgis-rest-api/index.html#/Query_Feature_Service_Layer/02r3000000r1000000/). There are several strategies we use to get the data, described here in most to least efficient order:
        
        ### `resultOffset` Pagination
        
        In ArcGIS REST API version 10.3, Esri added support for pagination directly with the `resultOffset` and `resultRecordCount` parameters. Unfortunately, most servers don't support this feature because the backend SQL engine must also be configured to support it. So far, it seems that only the Esri-hosted layers support this feature reliably.
        
        ### `objectId` Field Chunking
        
        In ArcGIS REST API version 10.0, Esri added support for the server to return an exhaustive list of object IDs for all features in a layer. Once this list of object IDs is retrieved, we break it into chunks of `maxRecordCount` queries using the `objectIds` parameter.
        
        ### `objectId` Statistics `where`-clauses
        
        In ArcGIS REST API version 10.1, Esri added support for performing various statistical queries on the server without requiring the client to download the whole dataset. On servers that support this and don't respond to the `objectIds` queries, we will use a minimum and maximum statistics query to find the minimum and maximum values for the `objectId` column, then build chunks of `where`-clauses that narrow the range down to `objectId`s between two fenceposts.
        
        ### Geometry Quadtree Queries
        
        When a server does not support any of these methods, we'll make recursive quad-tree queries using bounding envelopes. We start with a query for the layer's entire `extent`. If the server returns exactly the `maxRecordCount` number of features, we split that `extent` into 4 equal rectangles and query those. If those smaller queries return `maxRecordCount` features, we split the rectangle again and continue until the server returns something less than the `maxRecordCount`.
        
        ## Development
        
        To suggest changes or improvements to this code, create a fork on Github and clone your repository locally:
        
        ```
        git clone git@github.com:openaddresses/pyesridump.git # replace with your fork
        cd pyesridump
        ```
        
        We use Pipenv to manage dependencies for development. Make sure you have [Pipenv installed](https://docs.pipenv.org/en/latest/install/) and then install the dependencies for development:
        
        ```
        pipenv install --dev
        pipenv shell
        ```
        
        Your changes to the code will be reflected when you run the `esri2geojson` command from within the virtual environment. You can also run (and add) tests to check that your changes didn't break anything:
        
        ```
        nosetests
        ```
        
        ## See Also
        This Python module was extracted from OpenAddresses [`machine`](http://github.com/openaddresses/machine), which was inspired by code from [`koop`](https://github.com/koopjs/koop). A similar node/JavaScript module is available in [`esri-dump`](https://github.com/openaddresses/esri-dump).
        
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