Automating dispatching and route planning activities has never been this easy. The API solution developed by the Munich based company Synertics provides an individually customizable algorithm that allows companies to efficiently automate the allocation of resources. The solution was built to function as easily as possible, while taking care of all complex development related blocks, such as the algorithm, scalability, mapping infrastructure etc. Facility management companies, which continuously need to assign incoming orders, mobility companies that send out teams for maintenance/battery swapping/charging and relocation tasks and food chains to distribute orders to individual restaurants are just some of the types of companies, which can benefit from the use of the API.
Each API request is divided into the sections driver, order, index and constraints. Each request can have multiple drivers and orders, but only one index and one capacity. The driver input defines the identity and location of the individual drivers. The order section defines the identity and location of individual orders as well as their buffer and priority variables. The buffer value represents the time in minutes each order takes to complete. The value of an order is a numeric value that can represent anything between a priority level to a monetary value. The index section defines the order levels by which the orders shall be divided among the drivers and how the route planning shall be structured. The capacity variable defines the maximum number of orders that should be assigned to a single driver. The variable types to each individual section can be seen below.
Request Section
Driver:
| Variable | Datatypes | Required |
|---|---|---|
| identification | string | yes |
| longitude | float | yes |
| latitude | float | yes |
Order:
| Variable | Datatypes | Required |
|---|---|---|
| identification | string | yes |
| longitude | float | yes |
| latitude | float | yes |
| buffer | float | No |
| worth | float | No |
Index:
| Variable | Datatypes | Required |
|---|---|---|
| distance_index | float | No |
| duration_index | float | No |
| worth_index | float | No |
Constraints:
| Variable | Datatypes | Required |
|---|---|---|
| max_orders_per_driver | integer | No |
The response section of each section is divided in the following sections.
- trips
- unassigned_orders
- index
- constraints
More indepth detail on the structure of the response can be found here
Getting the API Key:
Start by retrieving a free API key through the website https://synertics.io. Insert your e-mail in the field and sign up, in account page you will find your unique API Key, which currently gets you 1.500 free requests per month. Each time you do a request with the API Key, the latest end results will be shown in the map section of your account for you to assess.
How to use the API with your requirements?
Let’s make our first request. In the code below you can find a request with sample data including 30 orders and 3 drivers in the city of Munich. Since no capacity and index sections have been included, the algorithm will assume the defaults seen in the table above.
import requests
import json
url = "https://synertics.io/dispatching/trips/"
payload = json.dumps({
"orders": [
{
"identification": 0,
"longitude": 11.647477702803526,
"latitude": 48.131910290307374,
"buffer": 21.0,
"worth": 10.0
},
{
"identification": 1,
"longitude": 11.510436233069143,
"latitude": 48.15286184869278,
"buffer": 55.0,
"worth": 19.0
},
{
"identification": 2,
"longitude": 11.585734425447335,
"latitude": 48.205859621907955,
"buffer": 11.0,
"worth": 21.0
},
{
"identification": 3,
"longitude": 11.518329493284998,
"latitude": 48.09541502491864,
"buffer": 87.0,
"worth": 12.0
},
{
"identification": 4,
"longitude": 11.556557878071771,
"latitude": 48.0620789968801,
"buffer": 67.0,
"worth": 17.0
},
{
"identification": 5,
"longitude": 11.611525442144814,
"latitude": 48.06253548647114,
"buffer": 3.0,
"worth": 22.0
},
{
"identification": 6,
"longitude": 11.52915436007679,
"latitude": 48.1939665196079,
"buffer": 65.0,
"worth": 11.0
},
{
"identification": 7,
"longitude": 11.545259805123145,
"latitude": 48.16971049703524,
"buffer": 67.0,
"worth": 14.0
},
{
"identification": 8,
"longitude": 11.600951582777027,
"latitude": 48.06367948985524,
"buffer": 93.0,
"worth": 16.0
},
{
"identification": 9,
"longitude": 11.646984457515591,
"latitude": 48.150356946631526,
"buffer": 78.0,
"worth": 5.0
},
{
"identification": 10,
"longitude": 11.622830543572896,
"latitude": 48.11074705272336,
"buffer": 16.0,
"worth": 18.0
},
{
"identification": 11,
"longitude": 11.523889207728498,
"latitude": 48.0700130886704,
"buffer": 78.0,
"worth": 23.0
},
{
"identification": 12,
"longitude": 11.554896160930987,
"latitude": 48.10302441962848,
"buffer": 96.0,
"worth": 13.0
},
{
"identification": 13,
"longitude": 11.56016217640396,
"latitude": 48.18993574402319,
"buffer": 65.0,
"worth": 5.0
},
{
"identification": 14,
"longitude": 11.55919609996088,
"latitude": 48.14514208172484,
"buffer": 33.0,
"worth": 13.0
},
{
"identification": 15,
"longitude": 11.644915216096903,
"latitude": 48.16209419275188,
"buffer": 68.0,
"worth": 6.0
},
{
"identification": 16,
"longitude": 11.638010364306039,
"latitude": 48.11946950135317,
"buffer": 84.0,
"worth": 20.0
},
{
"identification": 17,
"longitude": 11.523909983639937,
"latitude": 48.07902359091615,
"buffer": 42.0,
"worth": 17.0
},
{
"identification": 18,
"longitude": 11.58261131021289,
"latitude": 48.19408096498202,
"buffer": 78.0,
"worth": 16.0
},
{
"identification": 19,
"longitude": 11.609089347327203,
"latitude": 48.198835916974964,
"buffer": 82.0,
"worth": 14.0
},
{
"identification": 20,
"longitude": 11.543886907718498,
"latitude": 48.19374952241109,
"buffer": 99.0,
"worth": 16.0
},
{
"identification": 21,
"longitude": 11.636442317794996,
"latitude": 48.12629821034275,
"buffer": 66.0,
"worth": 7.0
},
{
"identification": 22,
"longitude": 11.514923001126496,
"latitude": 48.110416412713704,
"buffer": 16.0,
"worth": 6.0
},
{
"identification": 23,
"longitude": 11.532929530021773,
"latitude": 48.12401031591571,
"buffer": 99.0,
"worth": 22.0
},
{
"identification": 24,
"longitude": 11.593799405893227,
"latitude": 48.14550239100494,
"buffer": 4.0,
"worth": 7.0
},
{
"identification": 25,
"longitude": 11.617438993959446,
"latitude": 48.132236223900556,
"buffer": 26.0,
"worth": 19.0
},
{
"identification": 26,
"longitude": 11.612210183222194,
"latitude": 48.07018403305119,
"buffer": 31.0,
"worth": 20.0
},
{
"identification": 27,
"longitude": 11.492435977859387,
"latitude": 48.1288092829977,
"buffer": 96.0,
"worth": 22.0
},
{
"identification": 28,
"longitude": 11.610635827894018,
"latitude": 48.09718145941923,
"buffer": 59.0,
"worth": 23.0
},
{
"identification": 29,
"longitude": 11.636663222665115,
"latitude": 48.12805731026106,
"buffer": 62.0,
"worth": 5.0
}
],
"drivers":[
{
"identification": 30,
"longitude": 11.61146088159362,
"latitude": 48.122906242512784
},
{
"identification": 31,
"longitude": 11.51443209027312,
"latitude": 48.12354538823511
},
{
"identification": 32,
"longitude": 11.647314944349938,
"latitude": 48.190141561800544
}
]
})
headers = {
'Authorization': 'TOKEN '+YourKey,
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
Response:
{
"trips": [
{
"id": "df7aeacaa8b7027e2586e131c",
"orders": [
{
"id": "ec87529d7111f5_068a730606",
"start_time": 1646899754.4,
"end_time": 1646899948.0,
"arrival_time": 1646899945.0,
"stop_id": 12,
"identification": "5",
"buffer": 3.0,
"latitude": 48.06253548647114,
"longitude": 11.611525442144814,
"worth": 22.0,
"duration": 190.6,
"distance": 1185.0
},
{
"id": "94c60_b0a_d41eb0f9fb3013c",
"start_time": 1646896633.1000001,
"end_time": 1646896915.3000002,
"arrival_time": 1646896847.3000002,
"stop_id": 5,
"identification": "15",
"buffer": 68.0,
"latitude": 48.16209419275188,
"longitude": 11.644915216096903,
"worth": 6.0,
"duration": 214.2,
"distance": 1830.2
},
{
"id": "1_eb42cbabe1f9377cb7c0dc6",
"start_time": 1646898074.5000002,
"end_time": 1646898452.8000002,
"arrival_time": 1646898368.8000002,
"stop_id": 8,
"identification": "16",
"buffer": 84.0,
"latitude": 48.11946950135317,
"longitude": 11.638010364306039,
"worth": 20.0,
"duration": 294.3,
"distance": 2123.9
},
{
"id": "2462fd46132c3e93db9077_07",
"start_time": 1646899948.0,
"end_time": 1646900502.0,
"arrival_time": 1646900409.0,
"stop_id": 13,
"identification": "8",
"buffer": 93.0,
"latitude": 48.06367948985524,
"longitude": 11.600951582777027,
"worth": 16.0,
"duration": 461.0,
"distance": 2260.6
},
{
"id": "e59f83ef9b5_3ac201_29_e42",
"start_time": 1646895600.0,
"end_time": 1646895786.9,
"arrival_time": 1646895760.9,
"stop_id": 1,
"identification": "25",
"buffer": 26.0,
"latitude": 48.132236223900556,
"longitude": 11.617438993959446,
"worth": 19.0,
"duration": 160.9,
"distance": 1466.3
},
{
"id": "d63a2e0178730c7db4c421d17",
"start_time": 1646895786.9,
"end_time": 1646896039.6000001,
"arrival_time": 1646895973.6000001,
"stop_id": 2,
"identification": "21",
"buffer": 66.0,
"latitude": 48.12629821034275,
"longitude": 11.636442317794996,
"worth": 7.0,
"duration": 186.7,
"distance": 1783.0
},
{
"id": "d5c2503d7_faceeb0_9f68204",
"start_time": 1646896039.6000001,
"end_time": 1646896158.6000001,
"arrival_time": 1646896096.6000001,
"stop_id": 3,
"identification": "29",
"buffer": 62.0,
"latitude": 48.12805731026106,
"longitude": 11.636663222665115,
"worth": 5.0,
"duration": 57.0,
"distance": 417.7
},
{
"id": "2057ce1a19aba8ad6e30daf97",
"start_time": 1646898720.9,
"end_time": 1646899228.1000001,
"arrival_time": 1646899169.1000001,
"stop_id": 10,
"identification": "28",
"buffer": 59.0,
"latitude": 48.09718145941923,
"longitude": 11.610635827894018,
"worth": 23.0,
"duration": 448.2,
"distance": 3795.7
},
{
"id": "c7_221ca5b6136e3caac7b_83",
"start_time": 1646899228.1000001,
"end_time": 1646899754.4,
"arrival_time": 1646899723.4,
"stop_id": 11,
"identification": "26",
"buffer": 31.0,
"latitude": 48.07018403305119,
"longitude": 11.612210183222194,
"worth": 20.0,
"duration": 495.3,
"distance": 4588.0
},
{
"id": "17b8c17e95fd605d9d682c01f",
"start_time": 1646896158.6000001,
"end_time": 1646896633.1000001,
"arrival_time": 1646896555.1000001,
"stop_id": 4,
"identification": "9",
"buffer": 78.0,
"latitude": 48.150356946631526,
"longitude": 11.646984457515591,
"worth": 5.0,
"duration": 396.5,
"distance": 3558.6
},
{
"id": "e4537012c3412f13_7d2698d2",
"start_time": 1646896915.3000002,
"end_time": 1646897409.6000001,
"arrival_time": 1646897405.6000001,
"stop_id": 6,
"identification": "24",
"buffer": 4.0,
"latitude": 48.14550239100494,
"longitude": 11.593799405893227,
"worth": 7.0,
"duration": 490.3,
"distance": 4821.0
},
{
"id": "3612d7db068ee79658e60df2f",
"start_time": 1646897409.6000001,
"end_time": 1646898074.5000002,
"arrival_time": 1646898053.5000002,
"stop_id": 7,
"identification": "0",
"buffer": 21.0,
"latitude": 48.131910290307374,
"longitude": 11.647477702803526,
"worth": 10.0,
"duration": 643.9,
"distance": 5378.3
},
{
"id": "_a4ed62bdf347861f01_4bf40",
"start_time": 1646898452.8000002,
"end_time": 1646898720.9,
"arrival_time": 1646898704.9,
"stop_id": 9,
"identification": "10",
"buffer": 16.0,
"latitude": 48.11074705272336,
"longitude": 11.622830543572896,
"worth": 18.0,
"duration": 252.1,
"distance": 2041.3
}
],
"driver": {
"id": "e9359fe0beeeab_a2_d_ccfa3",
"identification": "30",
"latitude": 48.122906242512784,
"longitude": 11.61146088159362
},
"total_duration": 4902.0,
"total_distance": 35249.6,
"start_time": 1646895600.0,
"end_time": 1646900502.0,
"polyline": "BF467mCqg3lJCGI0BAECY2BDgCBuBD6BBiCDYBHnCDhCeAO8EQuEK4CAGCQCMCUYuFQwCQ8BQiCGQOmBEKGQIYKcSyBSmBWoBkDgFcuBmB2BSYIIuB4BiB6BMcOoBUyBMcEMEMSD-CNeD0CLGKEGEIGMEKuB-CqB6CgBkCfjCoFdsBFqEXiK3BkGjB2BHgBF6BN-ElBDHvBrCPdRjBHNDNDHDLADABFNYBWDiGX8BHyFbyHjBsBFqGf-BJwCT-BPuDf6F1BGBoBJsBH-CVuCR8CV4CVsCTgDXYFoDVmDVQDaFiBF4BL6DTyHrBFNpBhCVhBWiBqBiCGOkCNiCNiDPIBsBDBMAEAMfE5BI7CQjEaGOGQ0BgEFCDCDGCGCEAAAABDBFEFEBGBzB_DFPFNlDS_CUhBItBIvCSNEhBGbG5BK9BMpDWZGpEgB3G4BvBMHCLCtCWNElBKIMGKUcUeuBkCyB2CemCWyBKYMUSaKQMOOcEIMYCGSwBMoBKiBEOEOESSqDKqBOwBCEEKQQOWKOIOKYOeI6BBMCIKsBCIACe-DAEO2BAEKqBAAEIOWKQyByCGIAAEGEGOYOWGIWkBgByBiB0B2B4CoBiCGKQYSgBGIOYWkBSekB-BsEgHOYGKQaSWCEeoBIMIKacMMIIGGKKeWqCuBWS4BoBcYsBwBkDgEWccoBYqBQcGIIUGMQmBQqBKeKgBQ8BEWQ8BawDIkBKwBMuBCOGSEUESW6CCIKiBW6BOqBGWGaAEEoBCWAeQBsBG2BK4BI-CK2DI4CE4BA2BCuHKYCQC4BEmBEoBGQGWGQGYKmBUaQWQccWWOUOWY0BgByCfxCjJoDY2B_CQbEpBEfEvEMhBElBChBC_GStFOhCGLCGkBS6CEUEWamDQkCImBGcEYCYAEKgDI0CIkCEeIuBK0BSkDCIESAEM4BCIEYEaGWEWUcAKCiBAWCaGkCASKuBM8BKiBEKGUKWWmBQYSeGGMKeeaY8CuC2C6BaSaWYWKMqByBsB-BMYiBoCMmBKaESDRJZLlBhBnCLXrB9BpBxBJLXVZVZR1C5B7CtCZXddLJFFzBvBZfDJHTHTP3BFhBL9BBRFvBAXBXD7BAJIXvBH_CR5BLnCTvCVvCb7BX_BZnDxB5D3BrBZzCnBDBHDZLXLxGjDTHjCb3Cf1Cb3CXjDXzCP_CP_BHhCFxCF3BB3CAhCAlFITCXCbELADChBC_BG1DEnCApCBTAlEE3EI9BCrFK7BG5BE1BE1DAhBCxCA1BBrFAXBfAjBBvCDxBDnDH7DJbB1BFHAnBBvBBpBCrBCjCIjCKlCQlCWrDgBPETCPAVAXDXPlBtBPTNPLNLLVRXVdTzBfNHLFbNbLVLVNZHjGpDHDfPVLhBNXJrBPrBP_DrBpCTzCXnBHrBJrBJTDVFBAhBFHBPBRBPBjBDdBrBBNAHALAfAVBHBHAFAHBFBJBHDJBHDRHPJxBbnBXPHRJPHXLTJZJXJVHVHVHXHXHbHbJdHhBJlBLpBJvBNfHjBHhBJbFHBZHbHfJTFPDTHXHVFxBJvBHLBJBBAHBLBRFNDHBFBNBNBPBNBNAJBJALAPBVATBZAzBBjBBrBANBdALAZBjBATAJCJALCLCdGfO5F0CpCiBJENG1BaBBNP3DhExDhElBhBzCxCNXPPzChDpC7CNP9D3EZfBBFJRbRdNjBVnCT9CHXJRLVhCtDHPhCpDnB_BLR4H1B2BJCB8DViBHiBFkBHoFhBQLMHKNGPDTvBlDBRCPOTMJQHOFQBaBcAcIQKOKOYwB2CGGIIKEIEMCKCOAWB-EdQDyBJEBIAIAiBA-BCiGlBWDEBEAGBOByCRgFfoEbqFjBqIvBiBDoBN0DPuBDiENcDIBIBOBQFKBMFEBIBIFIDqBfcTaRMHEDEBEBGAEBMBWAUBaDWBQDkHjB6FbsKrBcD8DL8DLqILQAeBoBBSAiGHoHDmIBQAuFAUB-BC4BEEREXI3BAFITKLEFOJaLUHqBP8CZ2BNwBPoCZSFSHKD0ChBeNeLmCfgBLMF6ChBgBHUBiBCSLYJaFSBgBBaAwCGkCCgGImNUiFIqFI0EGkDEeCgDE6FKSCqBCNXDFDFAAFHxBxCJPNVDHAAJpBADN1BADd9DABBHJrBBHFLjBtCBHLXaBYBcDMBCAKB8BHIBQB-BLkCNkDTsDTyCRYDmCNiBF-BJgBFOAoDLsDLsDJgFP-EPkDLoDPiCH2BJ6BL2BN2BNqBLgEjByDhBoBLkBJIO0BqCuBkCiBIkCR-LlD9LmDjCShBHtBjCzBpCHNoBLyBPWFkBJoBLuBNeJYFsEpBkEjBrCpEbvB9C7FFNFJhC_DpC1EhBhCHNRlBJPFPFLHPdVABFHABDFJPtFnKNXCHEFABXlBrChE5B_CJPbzB7BrDPZJTRrBHPJVZzBFJZ5BTEhJoCTAJHLPzBlCVfBDVbRZLXHfxCQpGkBlB_CfzCTvBlElB-BtCwCxCBHAFFNDNvBIvEW7DS9DS_HkBzHqB9BO9BMnEiBzBO7BMPEJCjBIfGxDaZARHPJJVNhCHLXL7GhCZFzI1ClIxCNHVLpBRVJLF1IlEINQhB9B5CZ5BPjBNhC3BzILpCBHFdDdBbEvBAHGxBIpBCDCFc_CYxBELDMXyBbgDBGBEHqBFyBAIDwBCcEeGeCIMqCpJe1HYhKevGgBlBGNCWgB4C2EMYUiBIOIOfIHRVpBFJf9BdxBf1BnC9CnCxCHJLNZdbf7B5BvCjCRNJJnBdnC1BlBZVNzDtC9DnC3BbpClBVJLFNHTHPHFHJHjExBjCb3CbxCXxCXhFnB1EdtBHDANDvBFNBhBDPBlBD5BFLBtBF7FTrCHpBFHALBxCJNBpBDCZANCvBAfAfCfIhCK1BOzBOzBS7BQvBSvBSrBKTEJSjBOZgB5BGJMXIPMTELShBc3BITOhBGTKbEVKlBKlBGVKzBGNSxBU1BctCITQpBCFMhBKbGhBI5BKnCCJI3BEnBIlBIdkBtCqB3CqB3CQXejBORehBUGyEqB6BK6BGqCEUCCHItBQ_CQC6BAYAkCSjCRXA5BAPBW3EEjBBLHNJJPHjBLjBHTHMVEJGRGdATA3BCtBBtBAXAXAPCPCHMzBIZMjBAFCDIZGVIZIVABOrBGVIRCHEHMfWzBMdEHENUrBKXWzBWnBQhBABYvBMVCFOXIPUjBEJCBOXMVKRELNBXFbFNDrGxB9DdbFFBzFpBZF9CTHBlBHZDZHFAHBlBH3GrB5BNHBHBPBXDRDhEZND9DZrBLJBHBHBXFHB5FnB1BLTDNDjFjBxBLZFdH9ChBXHDEFEHCHCHAJBFBFDFDBDBDBDCDbB1BDLAVBbDdFPB7BL5CVfFnEblGrBxHzBhBHXFsB5B0GvIsB3BIHwB7BMPMN0BjCmBtBoIlL2CxDORILcjBqFrHmC3CsB1BYdejBSR2B9B4B5BMJ2BzB4BzBeXaRoBZuCtB8C9BkBbGDKHIJMJOPSdKRa1BqB3CKRGJSbQZEDEFIHEHoBtBQVQTOPkBrBwC_CEFGFCDuB5BQROPEFiBpBiBpBGHuB5BKJEFYdYbaIIEqBG8CBkCB-ECmGAkDqBsBnBiBduB1BcnBShBGJKXIXKfGNGVe5DENMtBRB9CTjEhB3BNZHEDMRCACDmBpBuBzBgBhBdLHDJDLBnBHZDdFdFhBHZNRNJLJLHTJxBFzBBNDVBTDlBCtBGLONMHWNUHqBJeHmCNmCLkBFgBFMDUFKDOHQLMJKLINITCPDjDAjBDNFJDHJJNLHFvBfPNTRHHJLDLBPBVBvBCJCJIJIFOFMFgBFgBFoCJEBqCFBZAJEJIPGRIRCVCpBBRBrBDrCDzBBpBARFvCBbDvBBfVxCBbG_CB1BH5BRnCThCTzBPjBRpBRTXPTHXDlCC3HEtDC7EEnCCxCCLCNATBRBTBJCHAJBVBXCfCjBCRBvCClBAbCxECPApBCrBA5FEfABMJINGNCCUAcE4BUqBO6LhWOauT"
},
{
"id": "d1bff1_60f99_005a8_f3e78b",
"orders": [
{
"id": "4ba14a4_3892e77e63062515f",
"start_time": 1646896426.3,
"end_time": 1646897263.1,
"arrival_time": 1646897196.1,
"stop_id": 3,
"identification": "4",
"buffer": 67.0,
"latitude": 48.0620789968801,
"longitude": 11.556557878071771,
"worth": 17.0,
"duration": 769.8,
"distance": 6530.5
},
{
"id": "f79fac3f08eb90552c1f5d1b7",
"start_time": 1646900121.0000002,
"end_time": 1646900652.9000003,
"arrival_time": 1646900597.9000003,
"stop_id": 9,
"identification": "1",
"buffer": 55.0,
"latitude": 48.15286184869278,
"longitude": 11.510436233069143,
"worth": 19.0,
"duration": 476.9,
"distance": 3894.7
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{
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{
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},
{
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},
{
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},
{
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{
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},
{
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},
{
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{
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}
],
"driver": {
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"latitude": 48.190141561800544,
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},
"total_duration": 3783.7999999523163,
"total_distance": 28917.0,
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"polyline": "BFy7inCsjkmJKAsBDqBBsBBsBDoBBsBB2DHmBAcUoBgC-BmDqBiCGSOBgCH2HXuCHSBFRJfT7BHXHVnBxDFN5D_KHVBHHXDLbvCdxCPzBbvCPxBLdJbRxBHRHbLALAJDHFFFBHlBEtMavEI3EI9FO3BAhCD9BDjCCtDElDEtCC7CGlEKxDOtDQ5IoBvCI9BIrEKnDG9HQ3DG_CG3CGlBCJ7BBhCBhBBdFtBHZPvBJXbtBfrBVXZdFF7BlCNRVZLLPVjBOhBGfARATAfHTHZRTThBXbRdLbDfC7BKZKhNyFjBQlE4BzEgCrE8BhPsGxCkBrCgBlCetE6B7BU9BUrBM5CUhDU5BK7BG5BGxBGrBEtBA9BA5BDnGPvFL_BDhCDjBB_BCRCRCRAPERERCTEjBIjBIlBMzBQtBSZMXMTONKTQPQJUBWAWEOEOGQKUKOSW8BsCuB6BoB8B-BkDGiBGIIOqCsEiJ4Rc-BiBiCiBiC2BqDoC2EWuBCCiBcW0BKMGIOOUOUOYIQGUCSCYCiBAaCSCQCeG-BWiCaeOiDmBaQTO5C6BxBgBjBUhBQdMlBShBMjBI_CUjI8BhDYNEjBITGxBOzBMlCQjCOnFiBhFcjGkBJChBGdGlBG7K6B3DSNCHTQB-FdFNHRrClFBFHFJAJCKBKAIGCGsCmFISGOOD6HnBOBkBFaFMUdGlBG7K6B3DSNCZCpDQXEVCbChEQxCOxDOJAhBEZEdENClBEvIiB5FQPClBEjBGLArBGvJkB5JoB1FWNChBElBELCvBG1MyB9BGfC7BCrCApEJDAzBFzBFFAzDRnCHhBFjBLRBZBlCF3ENZB3BFbBtCFvCHNBjCFdB5CH1CF5BFpBDpCF3CHRBLAVB_CHVBfDGmBAEO-BOqCCKIqBCKAECMCKIkBGgBGeAEAEOkCCGAEM-BCGCGAKGYCQCImB6FEYUuDCGGiBfEVCFARCfCHAIAgBBSBGAWBFjBN_BJzBrBrHPnCBNRhDBHFfFVAJZhEX3DBJHxBDRT1CnBjHjBjFAFHhBDRBHFrBRvCdxFX5DFbbCBBVANAZA7BFxDGhCEANHnBRhDN_CDpCBlBB7BBxBqGCUDUHGF9BzBhBdvBnBPJENKLOJkCAKCkCAYDOFGJEjCMLOpHE1BQ5FGvBCtBK5DMxDADCHCRfANAjBBrCDTAzEDfBXBVAvDDdDtCBrBBlEDxCD7CBjFF9MNPAnBBnDBlCBnLLtEDnBAnBD_CBtDDhBBhEDhBBrEDfBhEF3DFvEHpEJ7CFfBXBlBBdBjCFPBrCF1HV9DJjELPBjBBDWDKXoDHmDHuCDsBBaBUBuBF4BJSNCnEBVArFBsFCWAoECOBKRG3BCtBCTCZErBItCIlDYnDEJEVhBBlDH5Jb_EN7EN3DJlELhCFLAdDJApCHfDvIVdB9ENnDJ3DD7DBVAlBANW1BiDpBqCVuBVeFMRsBjBiDjBsDLePqBnByCpByChB2B3B8CnB8BNWTcDIFKlB8BLUXmBhB4BJMLWXmBVkBLSNUXoBViBFKHMDKNWDGJOvBuCRBfC1CKzDO3EQlCG5JmBBTI5DH6DCU6JlBmCF4EP0DN2CJgBBSCwBtCKNEFOVEJILGJWhBYnBOTMRWjBYlBMVKLiB3BYlBMTmB7BGJEHUbTF7DThEZzDXVDpBHXDRBjCNVD3BJhFXvELjCCVC3CQtCaZOPIjBYbUVWPQHOBEzC8DJORSXUXMdIlCGVEFANCfCrDKnEOhBCtOsB7Ia5GSfCNAEgCCeEoBASEoBCWAGUiEQ8BTEpBGnCEvGEzFCtFE3KMclBwBlCsCzD9FG-FFrC0DvBmCbmB4KLuFD0FBwGDoCDqBFUDP7BThEAFBVDnBARDnBBdD_BF1BL3EPzGDzBDbVvGFtCDxCrBpEP3CBLFVFVFXPnBZtCTfXnBVbTVjCpCpBtBJLZbTTvC5CxB1BVZVZBDDFDFhCrCRTfdTTLLtCzChBnBLLflBdjBHFhBxBFLVpBLhBJtBBVDhBArBAhBChDEvCE9DANCfClBEnEC3BE_CCnBALCVGnBHbBJBHDVFZNjCR7BHVR3BNtBDNVvCBPAfEjCCvCE_BVRLHRNFJBFHNULmChBIFGBMFKFSJ2D_BMFqE3CkBTgClBuDlC6DrC6DxCSLOHKFUN-C5BgCjB8BnBmBXgFnDIHaTgF3DUNwBpBCBgC7BefwDvDiBfQRgBdkBDKBkBBAmBasLGkCekCyCoDQWGKQgBEqBlBiBNWCMEaIyBAW2BCAODuBAIDYBcDaHIwHakCKYAKAGFEDMPWbORMLYfWbqBEqEQmCIoCOkCQuDkBoBOnBNtDjBjCPnCNlCHpEPpBDVcXgBLMNSVcLQDEFGJAXAjCJvHZLPP7CAFBZBPAVHxBDZBLBDDFFFJHNFdJtDbtBNVJzBfbRpBbzBb7BbvBT1BTnCbRHRHPHFDXLgF3DUNwBpBCBgC7BefwDvDiBfQRgBdsCrCWVmD1CwBlB4BlBKFgFhD6BjBqCtBmEzCwDjCsBZSJqEzCiF9CYN0CzB8DpCoEzCmBV4C9ByChCSPOR0BtBKJSPKHCBEBCBKHCBSNmDtC0FxEwD5CyChCmDzCwGnF4FzEGFcXgBZoC7B4BpBwBjBUNaRaRmDtCMJiC3BsFrE8CvCGDqBjBqD5CiC1B6BvBEDgBZMLQJKRUhBMXITIPGRGRW9B4B5GCBepDSjCBXBJDZHZrBpEFbFRDJTblC7DFJHPgBLWFKBGBmG1B"
}
],
"index": {
"distance_index": 50.0,
"duration_index": 50.0,
"worth_index": 0.0
},
"constraints": {
"max_orders_per_driver": 15
},
"unassigned_orders": []
}
As seen in the map of your account, the orders were divided among the 3 drivers according to their location and no capacity constraints were applied.
In the previous request the algorithm found the most efficient combination of orders for each driver by minimizing the duration and distance of the each trip. In the next request we will include the index section and prioritize the worth value over distance and duration.
import requests
import json
url = "https://synertics.io/dispatching/trips/"
payload = json.dumps({
"orders": [
{
"identification": 0,
"longitude": 11.647477702803526,
"latitude": 48.131910290307374,
"buffer": 21.0,
"worth": 10.0
},
{
"identification": 1,
"longitude": 11.510436233069143,
"latitude": 48.15286184869278,
"buffer": 55.0,
"worth": 19.0
},
{
"identification": 2,
"longitude": 11.585734425447335,
"latitude": 48.205859621907955,
"buffer": 11.0,
"worth": 21.0
},
{
"identification": 3,
"longitude": 11.518329493284998,
"latitude": 48.09541502491864,
"buffer": 87.0,
"worth": 12.0
},
{
"identification": 4,
"longitude": 11.556557878071771,
"latitude": 48.0620789968801,
"buffer": 67.0,
"worth": 17.0
},
{
"identification": 5,
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],
"index":{
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"distance_index":20,
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}
})
headers = {
'Authorization': 'TOKEN '+YourKey,
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
Response:
{
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"total_duration": 4581.600000143051,
"total_distance": 36380.3,
"start_time": 1646895600.0,
"end_time": 1646900181.6000001,
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},
{
"id": "9c__391b2c7365fd6b_fd_ed6",
"orders": [
{
"id": "0ceaf06689f2c3bec7f36db_d",
"start_time": 1646895600.0,
"end_time": 1646896416.0,
"arrival_time": 1646896334.0,
"stop_id": 1,
"identification": "19",
"buffer": 82.0,
"latitude": 48.198835916974964,
"longitude": 11.609089347327203,
"worth": 14.0,
"duration": 734.0,
"distance": 6900.0
},
{
"id": "393649ca37b9ba60396277b6a",
"start_time": 1646896416.0,
"end_time": 1646896740.3,
"arrival_time": 1646896729.3,
"stop_id": 2,
"identification": "2",
"buffer": 11.0,
"latitude": 48.205859621907955,
"longitude": 11.585734425447335,
"worth": 21.0,
"duration": 313.3,
"distance": 2814.2
},
{
"id": "86_47e9b498db50772aefbe18",
"start_time": 1646896740.3,
"end_time": 1646896986.3999999,
"arrival_time": 1646896908.3999999,
"stop_id": 3,
"identification": "18",
"buffer": 78.0,
"latitude": 48.19408096498202,
"longitude": 11.58261131021289,
"worth": 16.0,
"duration": 168.1,
"distance": 1459.2
},
{
"id": "822b4aa04f9a8_c4f_a7bd7c_",
"start_time": 1646896986.3999999,
"end_time": 1646897358.6999998,
"arrival_time": 1646897293.6999998,
"stop_id": 4,
"identification": "13",
"buffer": 65.0,
"latitude": 48.18993574402319,
"longitude": 11.56016217640396,
"worth": 5.0,
"duration": 307.3,
"distance": 2925.6
},
{
"id": "a94e1a068b_9fb_a0ca3b2e81",
"start_time": 1646897358.6999998,
"end_time": 1646897768.1,
"arrival_time": 1646897669.1,
"stop_id": 5,
"identification": "20",
"buffer": 99.0,
"latitude": 48.19374952241109,
"longitude": 11.543886907718498,
"worth": 16.0,
"duration": 310.4,
"distance": 2533.0
},
{
"id": "80711_eff1a6e125d6a__634c",
"start_time": 1646897768.1,
"end_time": 1646898209.5,
"arrival_time": 1646898144.5,
"stop_id": 6,
"identification": "6",
"buffer": 65.0,
"latitude": 48.1939665196079,
"longitude": 11.52915436007679,
"worth": 11.0,
"duration": 376.4,
"distance": 2784.3
},
{
"id": "0fde6d4_f3cd4ed421de63c28",
"start_time": 1646898209.5,
"end_time": 1646898895.1,
"arrival_time": 1646898828.1,
"stop_id": 7,
"identification": "7",
"buffer": 67.0,
"latitude": 48.16971049703524,
"longitude": 11.545259805123145,
"worth": 14.0,
"duration": 618.6,
"distance": 5298.5
},
{
"id": "da75d8e2b3179275f4f3cf_23",
"start_time": 1646898895.1,
"end_time": 1646899383.8,
"arrival_time": 1646899350.8,
"stop_id": 8,
"identification": "14",
"buffer": 33.0,
"latitude": 48.14514208172484,
"longitude": 11.55919609996088,
"worth": 13.0,
"duration": 455.7,
"distance": 4202.2
}
],
"driver": {
"id": "8a7de05d1868d630b2d33bbc3",
"identification": "32",
"latitude": 48.190141561800544,
"longitude": 11.647314944349938
},
"total_duration": 3783.7999999523163,
"total_distance": 28917.0,
"start_time": 1646895600.0,
"end_time": 1646899383.8,
"polyline": "BFy7inCsjkmJKAsBDqBBsBBsBDoBBsBB2DHmBAcUoBgC-BmDqBiCGSOBgCH2HXuCHSBFRJfT7BHXHVnBxDFN5D_KHVBHHXDLbvCdxCPzBbvCPxBLdJbRxBHRHbLALAJDHFFFBHlBEtMavEI3EI9FO3BAhCD9BDjCCtDElDEtCC7CGlEKxDOtDQ5IoBvCI9BIrEKnDG9HQ3DG_CG3CGlBCJ7BBhCBhBBdFtBHZPvBJXbtBfrBVXZdFF7BlCNRVZLLPVjBOhBGfARATAfHTHZRTThBXbRdLbDfC7BKZKhNyFjBQlE4BzEgCrE8BhPsGxCkBrCgBlCetE6B7BU9BUrBM5CUhDU5BK7BG5BGxBGrBEtBA9BA5BDnGPvFL_BDhCDjBB_BCRCRCRAPERERCTEjBIjBIlBMzBQtBSZMXMTONKTQPQJUBWAWEOEOGQKUKOSW8BsCuB6BoB8B-BkDGiBGIIOqCsEiJ4Rc-BiBiCiBiC2BqDoC2EWuBCCiBcW0BKMGIOOUOUOYIQGUCSCYCiBAaCSCQCeG-BWiCaeOiDmBaQTO5C6BxBgBjBUhBQdMlBShBMjBI_CUjI8BhDYNEjBITGxBOzBMlCQjCOnFiBhFcjGkBJChBGdGlBG7K6B3DSNCHTQB-FdFNHRrClFBFHFJAJCKBKAIGCGsCmFISGOOD6HnBOBkBFaFMUdGlBG7K6B3DSNCZCpDQXEVCbChEQxCOxDOJAhBEZEdENClBEvIiB5FQPClBEjBGLArBGvJkB5JoB1FWNChBElBELCvBG1MyB9BGfC7BCrCApEJDAzBFzBFFAzDRnCHhBFjBLRBZBlCF3ENZB3BFbBtCFvCHNBjCFdB5CH1CF5BFpBDpCF3CHRBLAVB_CHVBfDGmBAEO-BOqCCKIqBCKAECMCKIkBGgBGeAEAEOkCCGAEM-BCGCGAKGYCQCImB6FEYUuDCGGiBfEVCFARCfCHAIAgBBSBGAWBFjBN_BJzBrBrHPnCBNRhDBHFfFVAJZhEX3DBJHxBDRT1CnBjHjBjFAFHhBDRBHFrBRvCdxFX5DFbbCBBVANAZA7BFxDGhCEANHnBRhDN_CDpCBlBB7BBxBqGCUDUHGF9BzBhBdvBnBPJENKLOJkCAKCkCAYDOFGJEjCMLOpHE1BQ5FGvBCtBK5DMxDADCHCRfANAjBBrCDTAzEDfBXBVAvDDdDtCBrBBlEDxCD7CBjFF9MNPAnBBnDBlCBnLLtEDnBAnBD_CBtDDhBBhEDhBBrEDfBhEF3DFvEHpEJ7CFfBXBlBBdBjCFPBrCF1HV9DJjELPBjBBDWDKXoDHmDHuCDsBBaBUBuBF4BJSNCnEBVArFBsFCWAoECOBKRG3BCtBCTCZErBItCIlDYnDEJEVhBBlDH5Jb_EN7EN3DJlELhCFLAdDJApCHfDvIVdB9ENnDJ3DD7DBVAlBANW1BiDpBqCVuBVeFMRsBjBiDjBsDLePqBnByCpByChB2B3B8CnB8BNWTcDIFKlB8BLUXmBhB4BJMLWXmBVkBLSNUXoBViBFKHMDKNWDGJOvBuCRBfC1CKzDO3EQlCG5JmBBTI5DH6DCU6JlBmCF4EP0DN2CJgBBSCwBtCKNEFOVEJILGJWhBYnBOTMRWjBYlBMVKLiB3BYlBMTmB7BGJEHUbTF7DThEZzDXVDpBHXDRBjCNVD3BJhFXvELjCCVC3CQtCaZOPIjBYbUVWPQHOBEzC8DJORSXUXMdIlCGVEFANCfCrDKnEOhBCtOsB7Ia5GSfCNAEgCCeEoBASEoBCWAGUiEQ8BTEpBGnCEvGEzFCtFE3KMclBwBlCsCzD9FG-FFrC0DvBmCbmB4KLuFD0FBwGDoCDqBFUDP7BThEAFBVDnBARDnBBdD_BF1BL3EPzGDzBDbVvGFtCDxCrBpEP3CBLFVFVFXPnBZtCTfXnBVbTVjCpCpBtBJLZbTTvC5CxB1BVZVZBDDFDFhCrCRTfdTTLLtCzChBnBLLflBdjBHFhBxBFLVpBLhBJtBBVDhBArBAhBChDEvCE9DANCfClBEnEC3BE_CCnBALCVGnBHbBJBHDVFZNjCR7BHVR3BNtBDNVvCBPAfEjCCvCE_BVRLHRNFJBFHNULmChBIFGBMFKFSJ2D_BMFqE3CkBTgClBuDlC6DrC6DxCSLOHKFUN-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"
}
],
"index": {
"distance_index": 20.0,
"duration_index": 20.0,
"worth_index": 60.0
},
"constraints": {
"max_orders_per_driver": 15
},
"unassigned_orders": []
}
As you can see in the results below, the orders with the higher worth have been prioritized, while distance and duration factors had less of an impact. You can change the index values in the slide bar and refresh the results to quickly assess the impact.
Till now, all our requests have assumed that we would like to assign all 30 orders to the 3 drivers, but more often than not, we want to assign a maximum number of orders per driver and reshuffle the orders as they come in and as they are completed. In addition, it might be more efficient for you to identify smaller and more valuable order combinations. The capacity section covers this. It assigns each driver a set combination of orders, driven by the index value. Let’s assume that we want to assign 3 orders per driver and all index values are equally important to us. It is important to note that buffer values will also be included in the division process. Orders with comparably lower buffer values and high priority values will be prioritized.
import requests
import json
url = "https://synertics.io/dispatching/trips/"
payload = json.dumps({
"orders": [
{
"identification": 0,
"longitude": 11.647477702803526,
"latitude": 48.131910290307374,
"buffer": 21.0,
"worth": 10.0
},
{
"identification": 1,
"longitude": 11.510436233069143,
"latitude": 48.15286184869278,
"buffer": 55.0,
"worth": 19.0
},
{
"identification": 2,
"longitude": 11.585734425447335,
"latitude": 48.205859621907955,
"buffer": 11.0,
"worth": 21.0
},
{
"identification": 3,
"longitude": 11.518329493284998,
"latitude": 48.09541502491864,
"buffer": 87.0,
"worth": 12.0
},
{
"identification": 4,
"longitude": 11.556557878071771,
"latitude": 48.0620789968801,
"buffer": 67.0,
"worth": 17.0
},
{
"identification": 5,
"longitude": 11.611525442144814,
"latitude": 48.06253548647114,
"buffer": 3.0,
"worth": 22.0
},
{
"identification": 6,
"longitude": 11.52915436007679,
"latitude": 48.1939665196079,
"buffer": 65.0,
"worth": 11.0
},
{
"identification": 7,
"longitude": 11.545259805123145,
"latitude": 48.16971049703524,
"buffer": 67.0,
"worth": 14.0
},
{
"identification": 8,
"longitude": 11.600951582777027,
"latitude": 48.06367948985524,
"buffer": 93.0,
"worth": 16.0
},
{
"identification": 9,
"longitude": 11.646984457515591,
"latitude": 48.150356946631526,
"buffer": 78.0,
"worth": 5.0
},
{
"identification": 10,
"longitude": 11.622830543572896,
"latitude": 48.11074705272336,
"buffer": 16.0,
"worth": 18.0
},
{
"identification": 11,
"longitude": 11.523889207728498,
"latitude": 48.0700130886704,
"buffer": 78.0,
"worth": 23.0
},
{
"identification": 12,
"longitude": 11.554896160930987,
"latitude": 48.10302441962848,
"buffer": 96.0,
"worth": 13.0
},
{
"identification": 13,
"longitude": 11.56016217640396,
"latitude": 48.18993574402319,
"buffer": 65.0,
"worth": 5.0
},
{
"identification": 14,
"longitude": 11.55919609996088,
"latitude": 48.14514208172484,
"buffer": 33.0,
"worth": 13.0
},
{
"identification": 15,
"longitude": 11.644915216096903,
"latitude": 48.16209419275188,
"buffer": 68.0,
"worth": 6.0
},
{
"identification": 16,
"longitude": 11.638010364306039,
"latitude": 48.11946950135317,
"buffer": 84.0,
"worth": 20.0
},
{
"identification": 17,
"longitude": 11.523909983639937,
"latitude": 48.07902359091615,
"buffer": 42.0,
"worth": 17.0
},
{
"identification": 18,
"longitude": 11.58261131021289,
"latitude": 48.19408096498202,
"buffer": 78.0,
"worth": 16.0
},
{
"identification": 19,
"longitude": 11.609089347327203,
"latitude": 48.198835916974964,
"buffer": 82.0,
"worth": 14.0
},
{
"identification": 20,
"longitude": 11.543886907718498,
"latitude": 48.19374952241109,
"buffer": 99.0,
"worth": 16.0
},
{
"identification": 21,
"longitude": 11.636442317794996,
"latitude": 48.12629821034275,
"buffer": 66.0,
"worth": 7.0
},
{
"identification": 22,
"longitude": 11.514923001126496,
"latitude": 48.110416412713704,
"buffer": 16.0,
"worth": 6.0
},
{
"identification": 23,
"longitude": 11.532929530021773,
"latitude": 48.12401031591571,
"buffer": 99.0,
"worth": 22.0
},
{
"identification": 24,
"longitude": 11.593799405893227,
"latitude": 48.14550239100494,
"buffer": 4.0,
"worth": 7.0
},
{
"identification": 25,
"longitude": 11.617438993959446,
"latitude": 48.132236223900556,
"buffer": 26.0,
"worth": 19.0
},
{
"identification": 26,
"longitude": 11.612210183222194,
"latitude": 48.07018403305119,
"buffer": 31.0,
"worth": 20.0
},
{
"identification": 27,
"longitude": 11.492435977859387,
"latitude": 48.1288092829977,
"buffer": 96.0,
"worth": 22.0
},
{
"identification": 28,
"longitude": 11.610635827894018,
"latitude": 48.09718145941923,
"buffer": 59.0,
"worth": 23.0
},
{
"identification": 29,
"longitude": 11.636663222665115,
"latitude": 48.12805731026106,
"buffer": 62.0,
"worth": 5.0
}
],
"drivers":[
{
"identification": 30,
"longitude": 11.61146088159362,
"latitude": 48.122906242512784
},
{
"identification": 31,
"longitude": 11.51443209027312,
"latitude": 48.12354538823511
},
{
"identification": 32,
"longitude": 11.647314944349938,
"latitude": 48.190141561800544
}
],
"index":{
"worth_index":33.33,
"distance_index":33.33,
"duration_index":33.33
},
"constraints":{
"max_orders_per_driver":3
}
})
headers = {
'Authorization': 'TOKEN '+YourKey,
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
In the map view of your account, you can see that 3 orders were assigned to each of the 3 drivers. All remaining orders were left out for the time being.
Conclusion
The API solution lets you individually structure and automate your dispatching and route planning activities. It is easy to use, adaptable and takes care of all algorithm, scalability and mapping infrastructure topics, which are risky, timely and above all very costly to develop and deploy. We hope that you enjoyed the tutorial and would love to get your feedback through the following questionnaire, link. Do feel free to reach out to us if you have any questions, wishes or recommendations at info@synertics.io. Thank you!