This repository contains the source code for the microservice that produces time series displayed graphically in the SKOPE web application. The service is implemented in Java using the Spring Boot framework and is REST-like. The service invokes GDAL applications on the service host and uses GDAL-compatible data files. A docker image is provided for running the microservice on any platform that supports Docker without having to install Java, GDAL, or any other applications on the host.
The recommended way to run the Timeseries Service is using the
openskope/timeseries-service
docker image via Docker Compose. To start the service run the following command in a
directory containing a docker-compose.yml file:
docker-compose up
The following is an example of a valid docker-compose.yml file for running the timeseries service:
version: '3.2'
services:
timeseries-service:
image: openskope/timeseries-service:latest
command: start
restart: always
environment:
TIMESERIES_DATA_PATH_TEMPLATE: /project/SKOPE/data/{datasetId}_{variableName}
TIMESERIES_UNCERTAINTY_PATH_TEMPLATE: /project/SKOPE/data/{datasetId}_{variableName}_uncertainty
TIMESERIES_DATA_FILE_EXTENSIONS: .tif .nc .nc4
TIMESERIES_MAX_PROCESSING_TIME: '5000'
ports:
- 8001:8000
volumes:
- /data:/project/SKOPE/data
The timeseries service can be customized via settings in the docker-compose.yml file.
The timeseries service listens on port 8001 within the running Docker container. To expose the service outside the container map this port to a port on the host using the ports property of the service in the docker-compose.yml file as shown in the example above. In this example the service is exposed on port 8000 of the host.
To make data files on the host accessible to the service running in the docker container, use the volumes property in the docker-compose.yml file. In the example above, the host /data directory is made available within the container at /project/SKOPE/data.
A single data file must be provided for each variable of each data set made available via the timeseries service. The naming convention for these files, and their location on the filesystem (as viewed from within the running container) are specified using the TIMESERIES_DATA_PATH_TEMPLATE environment variable. This variable may be assigned a value in the docker-compose.yml file as shown in the example above.
The value given to this environment must represent a filepath template containing two variables, datasetId and variableName. Each variable must appear in curly braces in the path template, either as part of one of the directory names or in the filename portion of the template. When a request for a time series from a particular dataset and variable is received by the service, it will expand the data path template using the requested dataset ID and variable name to locate the relevant data file.
The service first will try to find a file with a name that exactly matches the expanded data path template. If this file does not exist then the service will try alterative file names formed by appending the data file extensions specified by the TIMESERIES_DATA_FILE_EXTENSIONS environment variable. This allows the service to use a single data path template with a set of files with different extensions. In the example above, the data files may end with .tif, .nc, or nc4.
If the the TIMESERIES_UNCERTAINTY_PATH_TEMPLATE variable is assigned a value, the service will use this value as a file path template for finding data files containing the uncertainties associated with each value in the main data file for that variable. The datasetId and variableName template variables must be used in this template as well, and the extensions declared via the TIMESERIES_DATA_FILE_EXTENSIONS environment variable will be used when matching these files.
The service invokes GDAL applications to read data files. The TIMESERIES_MAX_PROCESSING_TIME environment variable sets the maximum time allowed, in milliseconds, for executions of these applications. The service will kill any process that takes longer than this timeout value and return an error to the client. The default value is 5000 ms.
A timeseries may be requested from the service either using a GET or a POST request.
A GET request must include the dataset ID and variable name as path variables. If the base URL for timeseries service endpoints is https://app.openskope.org/timeseries-service/api/v1/ then an example of a valid GET request for the growing_degree_days variable of the paleocar_2 dataset is:
GET https://app.openskope.org/timeseries-service/api/v1/timeseries/paleocar_2/growing_degree_days/?longitude=-106.0&latitude=41.0
The above request returns the entire 2000-year time series in this dataset at the specified coordinates. Only time series at single points are supported by GET requests, and the longitude and latitude query parameters are therefore required. The full set of supported query parameters for GET requests are summarized in the Table 1 and described more fully below.
Table 1 Query line parameters applicable to both GET and POST requests.
| Parameter | Description | Values |
|---|---|---|
longitude |
The longitude of a POINT at which the time series is requested. | |
latitude |
The latitude of a POINT at which the time series is requested. | |
timeResolution |
The units used to refer to time points in the dataset. | index (default), band, or year |
timeZero |
The first (earliest) time point in the data set (in timeResolution units). |
defaults to 0 (index) or 1 (band or year) |
start |
First time point in requested time series (in timeResolution units). |
Defaults to timeZero. |
end |
Last time point in requested time series (in timeResolution units). |
Defaults to last time point in data set. |
array |
Whether to return timeseries as a JSON array in the JSON response body. | true (default) or false |
csv |
Whether to return timeseries as a CSV-formatted string in the JSON response body. | true (default) or false |
nodata |
The pixel value to be interpreted to indicate missing data. | |
timeout |
The maximum time allowed for producing the time series (milliseconds). |
All of the query parameters supported by GET requests may be used in the query line of POST requests, in the body of a POST requests, or both. When query line and POST request body parameter values conflict, the values specified in the body take precedence.
Specifying the dataset ID and variable name as path variables is optional for POST requests. The alternative is assign values to the datasetID and variableName properties in the POST body. Thus, the following POST request that includes the dataset ID and variable name in the URL...
POST https://app.openskope.org/timeseries-service/api/v1/timeseries/paleocar_2/growing_degree_days
{
'longitude': -106.0,
'latitude': 41.0
}
...is equivalent to this POST request specifying the dataset and variable in the body:
POST https://app.openskope.org/timeseries-service/api/v1/timeseries/
{
'datasetId': 'paleocar_2',
'variableName': 'growing_degree_days',
'longitude': -106.0,
'latitude': 41.0
}
POST requests support the BoundaryGeometry property which both provides an alternative method for specifying the coordinates for a point for which a point is requested, and a way to specify a polgyonal region over which to compute an average value of the variable for each time point.
A POST request equivalent to the previous two examples, but using the BoundaryGeometry property is:
POST https://app.openskope.org/timeseries-service/api/v1/timeseries/
{
'datasetId': 'paleocar_2',
'variableName': 'growing_degree_days',
'boundaryGeometry': {
'type': 'Point',
'coordinates': [-106.0, 41.0]
}
}
A POST request for a time series averaged over a 1-degree x 1-degree area is
POST https://app.openskope.org/timeseries-service/api/v1/timeseries/
{
'datasetId': 'paleocar_2',
'variableName': 'growing_degree_days',
'boundaryGeometry': {
'type': 'Polygon',
'coordinates': [[
[-106.0,41.0],
[-106.0,42.0],
[-105.0,42.0],
[-105.0,42.0],
[-106.0,41.0]
]]
}
}
Table 2 POST body properties. All of the query parameters in Table 1 also may be specified as JSON properties in a POST body.
| Property | Description | Values |
|---|---|---|
datasetId |
The identifier of the data set for which a time series is requested. | |
variableName |
The identifier of the variable in the data set for which a time series is requested. | |
boundaryGeometry.type |
Indicates whether the time series is over a point or a region. | Point (default) or Polygon. |
boundaryGeometry.coordinates |
For a point an array of the form [longitude, latitude]. For a polygon an array of such points representing the vertices of the polygon. |