JSON/q

A JSON-based data access specification

Query

{
  "as": "c", 
  "from": "Customers", 
  "select": {
    "yearGroups": {
      "group": {
        "into": "yg", 
        "by": "o.orderDate.year"
      }, 
      "as": "o", 
      "from": "c.Orders", 
      "select": {
        "monthGroups": {
          "group": {
            "into": "mg", 
            "by": "o.orderDate.month"
          }, 
          "as": "o", 
          "from": "yg", 
          "select": {
            "orders": "mg", 
            "month": "mg.key"
          }
        }, 
        "year": "yg.key"
      }
    }, 
    "companyName": "c.companyName"
  }
}

Results

[
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10643, 
                "total": 814.5, 
                "orderDate": "8/25/1997"
              }
            ], 
            "month": 8
          }, 
          {
            "orders": [
              {
                "orderId": 10692, 
                "total": 878.0, 
                "orderDate": "10/3/1997"
              }, 
              {
                "orderId": 10702, 
                "total": 330.0, 
                "orderDate": "10/13/1997"
              }
            ], 
            "month": 10
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10835, 
                "total": 845.8, 
                "orderDate": "1/15/1998"
              }
            ], 
            "month": 1
          }, 
          {
            "orders": [
              {
                "orderId": 10952, 
                "total": 471.2, 
                "orderDate": "3/16/1998"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 11011, 
                "total": 933.5, 
                "orderDate": "4/9/1998"
              }
            ], 
            "month": 4
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Alfreds Futterkiste"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10308, 
                "total": 88.8, 
                "orderDate": "9/18/1996"
              }
            ], 
            "month": 9
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10625, 
                "total": 479.75, 
                "orderDate": "8/8/1997"
              }
            ], 
            "month": 8
          }, 
          {
            "orders": [
              {
                "orderId": 10759, 
                "total": 320.0, 
                "orderDate": "11/28/1997"
              }
            ], 
            "month": 11
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10926, 
                "total": 514.4, 
                "orderDate": "3/4/1998"
              }
            ], 
            "month": 3
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Ana Trujillo Emparedados y helados"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10365, 
                "total": 403.2, 
                "orderDate": "11/27/1996"
              }
            ], 
            "month": 11
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10507, 
                "total": 749.06, 
                "orderDate": "4/15/1997"
              }
            ], 
            "month": 4
          }, 
          {
            "orders": [
              {
                "orderId": 10535, 
                "total": 1940.85, 
                "orderDate": "5/13/1997"
              }
            ], 
            "month": 5
          }, 
          {
            "orders": [
              {
                "orderId": 10573, 
                "total": 2082.0, 
                "orderDate": "6/19/1997"
              }
            ], 
            "month": 6
          }, 
          {
            "orders": [
              {
                "orderId": 10677, 
                "total": 813.36, 
                "orderDate": "9/22/1997"
              }, 
              {
                "orderId": 10682, 
                "total": 375.5, 
                "orderDate": "9/25/1997"
              }
            ], 
            "month": 9
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10856, 
                "total": 660.0, 
                "orderDate": "1/28/1998"
              }
            ], 
            "month": 1
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Antonio Moreno Taquer\u00c3\u00ada"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10355, 
                "total": 480.0, 
                "orderDate": "11/15/1996"
              }
            ], 
            "month": 11
          }, 
          {
            "orders": [
              {
                "orderId": 10383, 
                "total": 899.0, 
                "orderDate": "12/16/1996"
              }
            ], 
            "month": 12
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10453, 
                "total": 407.7, 
                "orderDate": "2/21/1997"
              }
            ], 
            "month": 2
          }, 
          {
            "orders": [
              {
                "orderId": 10558, 
                "total": 2142.9, 
                "orderDate": "6/4/1997"
              }
            ], 
            "month": 6
          }, 
          {
            "orders": [
              {
                "orderId": 10707, 
                "total": 1641.0, 
                "orderDate": "10/16/1997"
              }
            ], 
            "month": 10
          }, 
          {
            "orders": [
              {
                "orderId": 10741, 
                "total": 228.0, 
                "orderDate": "11/14/1997"
              }, 
              {
                "orderId": 10743, 
                "total": 319.2, 
                "orderDate": "11/17/1997"
              }
            ], 
            "month": 11
          }, 
          {
            "orders": [
              {
                "orderId": 10768, 
                "total": 1477.0, 
                "orderDate": "12/8/1997"
              }, 
              {
                "orderId": 10793, 
                "total": 191.1, 
                "orderDate": "12/24/1997"
              }
            ], 
            "month": 12
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10864, 
                "total": 282.0, 
                "orderDate": "2/2/1998"
              }
            ], 
            "month": 2
          }, 
          {
            "orders": [
              {
                "orderId": 10920, 
                "total": 390.0, 
                "orderDate": "3/3/1998"
              }, 
              {
                "orderId": 10953, 
                "total": 4441.25, 
                "orderDate": "3/16/1998"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 11016, 
                "total": 491.5, 
                "orderDate": "4/10/1998"
              }
            ], 
            "month": 4
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Around the Horn"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10278, 
                "total": 1488.8, 
                "orderDate": "8/12/1996"
              }, 
              {
                "orderId": 10280, 
                "total": 613.2, 
                "orderDate": "8/14/1996"
              }
            ], 
            "month": 8
          }, 
          {
            "orders": [
              {
                "orderId": 10384, 
                "total": 2222.4, 
                "orderDate": "12/16/1996"
              }
            ], 
            "month": 12
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10444, 
                "total": 1031.7, 
                "orderDate": "2/12/1997"
              }, 
              {
                "orderId": 10445, 
                "total": 174.9, 
                "orderDate": "2/13/1997"
              }
            ], 
            "month": 2
          }, 
          {
            "orders": [
              {
                "orderId": 10524, 
                "total": 3192.65, 
                "orderDate": "5/1/1997"
              }
            ], 
            "month": 5
          }, 
          {
            "orders": [
              {
                "orderId": 10572, 
                "total": 1501.08, 
                "orderDate": "6/18/1997"
              }
            ], 
            "month": 6
          }, 
          {
            "orders": [
              {
                "orderId": 10626, 
                "total": 1503.6, 
                "orderDate": "8/11/1997"
              }
            ], 
            "month": 8
          }, 
          {
            "orders": [
              {
                "orderId": 10654, 
                "total": 601.83, 
                "orderDate": "9/2/1997"
              }, 
              {
                "orderId": 10672, 
                "total": 3815.25, 
                "orderDate": "9/17/1997"
              }
            ], 
            "month": 9
          }, 
          {
            "orders": [
              {
                "orderId": 10689, 
                "total": 472.5, 
                "orderDate": "10/1/1997"
              }
            ], 
            "month": 10
          }, 
          {
            "orders": [
              {
                "orderId": 10733, 
                "total": 1459.0, 
                "orderDate": "11/7/1997"
              }
            ], 
            "month": 11
          }, 
          {
            "orders": [
              {
                "orderId": 10778, 
                "total": 96.5, 
                "orderDate": "12/16/1997"
              }
            ], 
            "month": 12
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10837, 
                "total": 1064.5, 
                "orderDate": "1/16/1998"
              }, 
              {
                "orderId": 10857, 
                "total": 2048.21, 
                "orderDate": "1/28/1998"
              }
            ], 
            "month": 1
          }, 
          {
            "orders": [
              {
                "orderId": 10866, 
                "total": 1096.2, 
                "orderDate": "2/3/1998"
              }, 
              {
                "orderId": 10875, 
                "total": 709.55, 
                "orderDate": "2/6/1998"
              }
            ], 
            "month": 2
          }, 
          {
            "orders": [
              {
                "orderId": 10924, 
                "total": 1835.7, 
                "orderDate": "3/4/1998"
              }
            ], 
            "month": 3
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Berglunds snabbk\u00c3\u00b6p"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10501, 
                "total": 149.0, 
                "orderDate": "4/9/1997"
              }, 
              {
                "orderId": 10509, 
                "total": 136.8, 
                "orderDate": "4/17/1997"
              }
            ], 
            "month": 4
          }, 
          {
            "orders": [
              {
                "orderId": 10582, 
                "total": 330.0, 
                "orderDate": "6/27/1997"
              }
            ], 
            "month": 6
          }, 
          {
            "orders": [
              {
                "orderId": 10614, 
                "total": 464.0, 
                "orderDate": "7/29/1997"
              }
            ], 
            "month": 7
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10853, 
                "total": 625.0, 
                "orderDate": "1/27/1998"
              }
            ], 
            "month": 1
          }, 
          {
            "orders": [
              {
                "orderId": 10956, 
                "total": 677.0, 
                "orderDate": "3/17/1998"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 11058, 
                "total": 858.0, 
                "orderDate": "4/29/1998"
              }
            ], 
            "month": 4
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Blauer See Delikatessen"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10265, 
                "total": 1176.0, 
                "orderDate": "7/25/1996"
              }
            ], 
            "month": 7
          }, 
          {
            "orders": [
              {
                "orderId": 10297, 
                "total": 1420.0, 
                "orderDate": "9/4/1996"
              }
            ], 
            "month": 9
          }, 
          {
            "orders": [
              {
                "orderId": 10360, 
                "total": 7390.2, 
                "orderDate": "11/22/1996"
              }
            ], 
            "month": 11
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10436, 
                "total": 1994.52, 
                "orderDate": "2/5/1997"
              }, 
              {
                "orderId": 10449, 
                "total": 1838.2, 
                "orderDate": "2/18/1997"
              }
            ], 
            "month": 2
          }, 
          {
            "orders": [
              {
                "orderId": 10559, 
                "total": 520.41, 
                "orderDate": "6/5/1997"
              }, 
              {
                "orderId": 10566, 
                "total": 1761.0, 
                "orderDate": "6/12/1997"
              }, 
              {
                "orderId": 10584, 
                "total": 593.75, 
                "orderDate": "6/30/1997"
              }
            ], 
            "month": 6
          }, 
          {
            "orders": [
              {
                "orderId": 10628, 
                "total": 450.0, 
                "orderDate": "8/12/1997"
              }
            ], 
            "month": 8
          }, 
          {
            "orders": [
              {
                "orderId": 10679, 
                "total": 660.0, 
                "orderDate": "9/23/1997"
              }
            ], 
            "month": 9
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10826, 
                "total": 730.0, 
                "orderDate": "1/12/1998"
              }
            ], 
            "month": 1
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Blondel p\u00c3\u00a8re et fils"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10326, 
                "total": 982.0, 
                "orderDate": "10/10/1996"
              }
            ], 
            "month": 10
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10801, 
                "total": 3026.85, 
                "orderDate": "12/29/1997"
              }
            ], 
            "month": 12
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10970, 
                "total": 224.0, 
                "orderDate": "3/24/1998"
              }
            ], 
            "month": 3
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "B\u00c3\u00b3lido Comidas preparadas"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10331, 
                "total": 88.5, 
                "orderDate": "10/16/1996"
              }, 
              {
                "orderId": 10340, 
                "total": 2436.18, 
                "orderDate": "10/29/1996"
              }
            ], 
            "month": 10
          }, 
          {
            "orders": [
              {
                "orderId": 10362, 
                "total": 1549.6, 
                "orderDate": "11/25/1996"
              }
            ], 
            "month": 11
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10470, 
                "total": 1820.8, 
                "orderDate": "3/11/1997"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 10511, 
                "total": 2550.0, 
                "orderDate": "4/18/1997"
              }
            ], 
            "month": 4
          }, 
          {
            "orders": [
              {
                "orderId": 10525, 
                "total": 818.4, 
                "orderDate": "5/2/1997"
              }
            ], 
            "month": 5
          }, 
          {
            "orders": [
              {
                "orderId": 10663, 
                "total": 1930.4, 
                "orderDate": "9/10/1997"
              }
            ], 
            "month": 9
          }, 
          {
            "orders": [
              {
                "orderId": 10715, 
                "total": 1296.0, 
                "orderDate": "10/23/1997"
              }
            ], 
            "month": 10
          }, 
          {
            "orders": [
              {
                "orderId": 10730, 
                "total": 484.26, 
                "orderDate": "11/5/1997"
              }, 
              {
                "orderId": 10732, 
                "total": 360.0, 
                "orderDate": "11/6/1997"
              }, 
              {
                "orderId": 10755, 
                "total": 1948.5, 
                "orderDate": "11/26/1997"
              }
            ], 
            "month": 11
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10827, 
                "total": 843.0, 
                "orderDate": "1/12/1998"
              }
            ], 
            "month": 1
          }, 
          {
            "orders": [
              {
                "orderId": 10871, 
                "total": 1979.23, 
                "orderDate": "2/5/1998"
              }, 
              {
                "orderId": 10876, 
                "total": 917.0, 
                "orderDate": "2/9/1998"
              }
            ], 
            "month": 2
          }, 
          {
            "orders": [
              {
                "orderId": 10932, 
                "total": 1788.63, 
                "orderDate": "3/6/1998"
              }, 
              {
                "orderId": 10940, 
                "total": 360.0, 
                "orderDate": "3/11/1998"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 11076, 
                "total": 792.75, 
                "orderDate": "5/6/1998"
              }
            ], 
            "month": 5
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Bon app'"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10389, 
                "total": 1832.8, 
                "orderDate": "12/20/1996"
              }
            ], 
            "month": 12
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10410, 
                "total": 802.0, 
                "orderDate": "1/10/1997"
              }, 
              {
                "orderId": 10411, 
                "total": 966.8, 
                "orderDate": "1/10/1997"
              }, 
              {
                "orderId": 10431, 
                "total": 1892.25, 
                "orderDate": "1/30/1997"
              }
            ], 
            "month": 1
          }, 
          {
            "orders": [
              {
                "orderId": 10492, 
                "total": 851.2, 
                "orderDate": "4/1/1997"
              }
            ], 
            "month": 4
          }, 
          {
            "orders": [
              {
                "orderId": 10742, 
                "total": 3118.0, 
                "orderDate": "11/14/1997"
              }
            ], 
            "month": 11
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10918, 
                "total": 1447.5, 
                "orderDate": "3/2/1998"
              }, 
              {
                "orderId": 10944, 
                "total": 1025.32, 
                "orderDate": "3/12/1998"
              }, 
              {
                "orderId": 10949, 
                "total": 4422.0, 
                "orderDate": "3/13/1998"
              }, 
              {
                "orderId": 10975, 
                "total": 717.5, 
                "orderDate": "3/25/1998"
              }, 
              {
                "orderId": 10982, 
                "total": 1014.0, 
                "orderDate": "3/27/1998"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 11027, 
                "total": 877.72, 
                "orderDate": "4/16/1998"
              }, 
              {
                "orderId": 11045, 
                "total": 1309.5, 
                "orderDate": "4/23/1998"
              }, 
              {
                "orderId": 11048, 
                "total": 525.0, 
                "orderDate": "4/24/1998"
              }
            ], 
            "month": 4
          }
        ], 
        "year": 1998
      }
    ], 
    "companyName": "Bottom-Dollar Markets"
  }, 
  {
    "yearGroups": [
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10289, 
                "total": 479.4, 
                "orderDate": "8/26/1996"
              }
            ], 
            "month": 8
          }
        ], 
        "year": 1996
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10471, 
                "total": 1328.0, 
                "orderDate": "3/11/1997"
              }, 
              {
                "orderId": 10484, 
                "total": 386.2, 
                "orderDate": "3/24/1997"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
                "orderId": 10538, 
                "total": 139.8, 
                "orderDate": "5/15/1997"
              }, 
              {
                "orderId": 10539, 
                "total": 355.5, 
                "orderDate": "5/16/1997"
              }
            ], 
            "month": 5
          }, 
          {
            "orders": [
              {
                "orderId": 10578, 
                "total": 477.0, 
                "orderDate": "6/24/1997"
              }
            ], 
            "month": 6
          }, 
          {
            "orders": [
              {
                "orderId": 10599, 
                "total": 493.0, 
                "orderDate": "7/15/1997"
              }
            ], 
            "month": 7
          }
        ], 
        "year": 1997
      }, 
      {
        "monthGroups": [
          {
            "orders": [
              {
                "orderId": 10943, 
                "total": 711.0, 
                "orderDate": "3/11/1998"
              }, 
              {
                "orderId": 10947, 
                "total": 220.0, 
                "orderDate": "3/13/1998"
              }
            ], 
            "month": 3
          }, 
          {
            "orders": [
              {
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