A Rest API for the PySIPmath library
This article describes how to use the SIPmath REST API. For an overview of SIPmath, see "SIPmath™ Standards."
When you make a request to the REST API, you will specify an HTTP method and a path. Additionally, you might also specify request headers and path, query, or body parameters. The API will return the response status code, response headers, and potentially a response body.
The REST API reference documentation describes the HTTP method, path, and parameters for every operation. It also displays example requests and responses for each operation.
The SIPmath REST API only has a POST method at the endpoint '/sipmath-json'.
Body parameters allow you to pass additional data to the API. This is needed to create the SIPmath file. Below is an example body:
{
"data": [
[
1,3,9
],
[
2,6,12
]
],
"variable_name": [
"x1","x2"
],
"filename": "seed_test",
"author": "seed_tester",
"boundedness": [
"u","u"
],
"bounds": [
[
0,1
],
[
0,1
]
],
"seeds":[[1,1000,0,0],[1,1201,0,0]],
"term_saved": [
3,3
],
"probs": [
[0.100,0.500,0.900],[0.100,0.500,0.900]
]
}The "data" key contains an array of arrays of integers, the data points, i.e., flight hours.
The "probs" key contains an array of arrays of floats, the quantiles for the data points.
The "variable_name" key contains an array of strings that label each array for the "data" key.
The "filename" key contains a string that names the file.
The "author" key contains a string that defines the requestor's name.
The "boundedness" key contains an array of strings that defines each variable's boundedness of metalog distribution. Possible values are 'u' for unbounded, 'sl' for semi-bounded lower, 'su' for semi-bounded upper, and 'b' for bounded on both sides.
The "bounds" key contains an array of arrays of up to 2 integer values bounds of metalog distribution. Default values of [0,1] must be supplied even when using 'u' or unbounded.
The "term_saved" key contains an array of arrays of integers between 3 and 30. Sets the number of A coefficients (N value) for fitting the SIPs.
The optional "seeds" key contains an array of arrays of integers, floats, or strings for the seeds in this order entity, varId, seed3, and seed4 in the HDR. If not set, the default is to create seeds where the entity = 1, the varId = a random int between 1 and 10,000,000, seed3 = 0, and seed4 = 0
Every request will return an HTTP status code that indicates the success of the response. For more information about response codes, see the MDN HTTP response status code documentation.
Additionally, the response will include headers that give more details about the response. A 200 will be returned for successfully queries and a 500 will be returned for an internal error.
The response body is in JSON format that is based on the "SIPmath™ 3.0 Standard."
Example response:
{
"name": "Test.SIPmath",
"objectType": "sipModel",
"libraryType": "SIPmath_3_0",
"dateCreated": "12-27-2022",
"provenance": "Sam",
"U01": {
"rng": [
{
"name": "hdr1",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 1,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr2",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 2,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr3",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 3,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr4",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 4,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr5",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 5,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr6",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 6,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr7",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 7,
"seed3": 0,
"seed4": 0
}
},
{
"name": "hdr8",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 8,
"seed3": 0,
"seed4": 0
}
},
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"name": "hdr9",
"function": "HDR_2_0",
"arguments": {
"counter": "PM_Index",
"entity": 1,
"varId": 9,
"seed3": 0,
"seed4": 0
}
},
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"name": "hdr10",
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}
},
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"seed3": 0,
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}
},
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"name": "hdr12",
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