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Singer tap for Geo, built with the Meltano Singer SDK.

Project description

tap-geo

tap-geo is a Singer tap for Geospatial datasets.

Built with the Meltano Tap SDK for Singer Taps.

Capabilities

  • catalog
  • state
  • discover
  • activate-version
  • about
  • stream-maps
  • schema-flattening
  • batch

Supported Python Versions

  • 3.10
  • 3.11
  • 3.12
  • 3.13
  • 3.14

Settings

Setting Required Default Description
files True None List of file configs to parse
stream_maps False None Config object for stream maps capability. For more information check out Stream Maps.
stream_maps.else False None Currently, only setting this to __NULL__ is supported. This will remove all other streams.
stream_map_config False None User-defined config values to be used within map expressions.
faker_config False None Config for the Faker instance variable fake used within map expressions. Only applicable if the plugin specifies faker as an additional dependency (through the singer-sdk faker extra or directly).
faker_config.seed False None Value to seed the Faker generator for deterministic output: https://faker.readthedocs.io/en/master/#seeding-the-generator
faker_config.locale False None One or more LCID locale strings to produce localized output for: https://faker.readthedocs.io/en/master/#localization
flattening_enabled False None 'True' to enable schema flattening and automatically expand nested properties.
flattening_max_depth False None The max depth to flatten schemas.
batch_config False None Configuration for BATCH message capabilities.
batch_config.encoding False None Specifies the format and compression of the batch files.
batch_config.encoding.format False None Format to use for batch files.
batch_config.encoding.compression False None Compression format to use for batch files.
batch_config.storage False None Defines the storage layer to use when writing batch files
batch_config.storage.root False None Root path to use when writing batch files.
batch_config.storage.prefix False None Prefix to use when writing batch files.

A full list of supported settings and capabilities is available by running: tap-geo --about

Installation

Install from GitHub:

uv tool install git+https://github.com/celine-eu/tap-geo.git@main

Configuration

Accepted Config Options

See also meltano.yml for a working configuration

Provide a list of files with those fields

paths list of files in glob format, required table_name name of the destination table, default to filename primary_keys list of columns to use as primary keys geometry_format store geospatial information in "wkt" (default) or "geojson"

Example config

config:
  files:
    - paths:
        - "data/osm/*.osm"
        - "data/osm/**/*.pbf"
      table_name: osm_data
      primary_keys: ["id"]
      geometry_format: "wkt"

    - paths:
        - "data/shapes/**/*.shp"
      table_name: shapes
      skip_fields: ["temp_field"]
      expose_fields: ["col_name", "col_2"]
      geometry_format: "geojson"

    - paths:
        - "data/buildings.geojson"
      table_name: buildings
      primary_keys: ["building_id"]

    # e.g. use docker compose up to test locally
    - paths:
        - "s3://local-data/buildings.geojson"
      table_name: buildings
      primary_keys: ["building_id"]

To use an S3-based storage ensure to provide those envirnoment variables:

  • S3_ACCESS_KEY_ID, S3_SECRET_ACCESS_KEY access key/secret pair
  • S3_ENDPOINT_URL Custom S3 endpoint such as minio or compatible interface

Example:

S3_ACCESS_KEY_ID=minioadmin S3_SECRET_ACCESS_KEY=minioadmin S3_ENDPOINT_URL=http://localhost:19000 meltano run tap-geo target-jsonl

Configure using environment variables

This Singer tap will automatically import any environment variables within the working directory's .env if the --config=ENV is provided, such that config values will be considered if a matching environment variable is set either in the terminal context or in the .env file.

Source Authentication and Authorization

Usage

You can easily run tap-geo by itself or in a pipeline using Meltano.

Executing the Tap Directly

tap-geo --version
tap-geo --help
tap-geo --config CONFIG --discover > ./catalog.json

Developer Resources

Follow these instructions to contribute to this project.

Initialize your Development Environment

Prerequisites:

  • Python 3.10+
  • uv
uv sync

Create and Run Tests

Create tests within the tests subfolder and then run:

uv run pytest

You can also test the tap-geo CLI interface directly using uv run:

uv run tap-geo --help

Testing with Meltano

Note: This tap will work in any Singer environment and does not require Meltano. Examples here are for convenience and to streamline end-to-end orchestration scenarios.

Next, install Meltano (if you haven't already) and any needed plugins:

# Install meltano
uv tool install meltano
# Initialize meltano within this directory
cd tap-geo
meltano install

Now you can test and orchestrate using Meltano:

# Test invocation:
meltano invoke tap-geo --version

# OR run a test ELT pipeline:
meltano run tap-geo target-jsonl

SDK Dev Guide

See the dev guide for more instructions on how to use the SDK to develop your own taps and targets.

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