elasticsearch bulk insert example

elasticsearch-bulk-insert.md

Mapping

PUT /orders
{
  "mappings": {
    "properties": {
      "lines": {
        "type": "nested",
        "properties": {
          "amount": {
            "type": "double"
          },
          "product_id": {
            "type": "integer"
          },
          "quantity": {
            "type": "integer"
          }
        }
      },
      "purchased_at": {
        "type": "date"
      },
      "sales_channel": {
        "type": "keyword"
      },
      "salesman": {
        "properties": {
          "id": {
            "type": "integer"
          },
          "name": {
            "type": "text"
          }
        }
      },
      "status": {
        "type": "keyword"
      },
      "total_amount": {
        "type": "double"
      }
    }
  }
}

curl -XPUT "http://elasticsearch:9200/orders" -H 'Content-Type: application/json' -d'{  "mappings": {    "properties": {      "lines": {        "type": "nested",        "properties": {          "amount": {            "type": "double"          },          "product_id": {            "type": "integer"          },          "quantity": {            "type": "integer"          }        }      },      "purchased_at": {        "type": "date"      },      "sales_channel": {        "type": "keyword"      },      "salesman": {        "properties": {          "id": {            "type": "integer"          },          "name": {            "type": "text"          }        }      },      "status": {        "type": "keyword"      },      "total_amount": {        "type": "double"      }    }  }}'

Bulk insert using curl

curl -s -XPOST localhost:9200/orders/_doc/_bulk -H "Content-Type: application/x-ndjson" --data-binary @orders-bulk.json

orders-bulk.json

{"index":{"_id":1}}
{"purchased_at":"2016-07-10T16:52:43Z","lines":[{"product_id":6,"amount":71.32,"quantity":1},{"product_id":3,"amount":58.96,"quantity":3},{"product_id":1,"amount":29.8,"quantity":3}],"total_amount":160.08,"salesman":{"id":11,"name":"Matthus Mitkcov"},"sales_channel":"store","status":"processed"}
{"index":{"_id":2}}
{"purchased_at":"2016-03-08T16:18:37Z","lines":[{"product_id":7,"amount":31.44,"quantity":2},{"product_id":4,"amount":74.82,"quantity":2}],"total_amount":106.26,"salesman":{"id":79,"name":"Ulberto Woodruff"},"sales_channel":"store","status":"completed"}
{"index":{"_id":3}}
{"purchased_at":"2016-01-04T02:46:54Z","lines":[{"product_id":9,"amount":38.89,"quantity":1}],"total_amount":38.89,"salesman":{"id":68,"name":"Thea Chidgey"},"sales_channel":"store","status":"completed"}
{"index":{"_id":4}}
{"purchased_at":"2016-04-14T11:44:29Z","lines":[{"product_id":4,"amount":26.18,"quantity":2},{"product_id":8,"amount":76.45,"quantity":1},{"product_id":1,"amount":65.59,"quantity":3}],"total_amount":168.22,"salesman":{"id":81,"name":"Melany Cerith"},"sales_channel":"store","status":"cancelled"}
{"index":{"_id":5}}
{"purchased_at":"2016-02-18T17:11:21Z","lines":[{"product_id":2,"amount":56.06,"quantity":3},{"product_id":5,"amount":79.75,"quantity":3}],"total_amount":135.81,"salesman":{"id":23,"name":"Flynn Dome"},"sales_channel":"web","status":"completed"}
{"index":{"_id":6}}
{"purchased_at":"2016-03-26T07:28:22Z","lines":[{"product_id":7,"amount":86.88,"quantity":1},{"product_id":5,"amount":27.34,"quantity":3},{"product_id":5,"amount":88.52,"quantity":2}],"total_amount":202.74,"salesman":{"id":16,"name":"Mirilla Penkman"},"sales_channel":"web","status":"completed"}
{"index":{"_id":7}}
{"purchased_at":"2016-05-06T18:37:33Z","lines":[{"product_id":3,"amount":25.27,"quantity":2}],"total_amount":25.27,"salesman":{"id":5,"name":"Modestia McCreadie"},"sales_channel":"app","status":"confirmed"}
{"index":{"_id":8}}
{"purchased_at":"2016-11-26T11:24:36Z","lines":[{"product_id":4,"amount":51.26,"quantity":1},{"product_id":8,"amount":72.41,"quantity":1}],"total_amount":123.67,"salesman":{"id":55,"name":"Grange Smiths"},"sales_channel":"phone","status":"cancelled"}
{"index":{"_id":9}}
{"purchased_at":"2016-12-26T08:29:47Z","lines":[{"product_id":2,"amount":98.87,"quantity":3}],"total_amount":98.87,"salesman":{"id":5,"name":"Carlyn Stegers"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":10}}
{"purchased_at":"2016-12-21T12:47:43Z","lines":[{"product_id":7,"amount":21.97,"quantity":3},{"product_id":10,"amount":19.26,"quantity":3}],"total_amount":41.23,"salesman":{"id":83,"name":"Kennie Gilks"},"sales_channel":"app","status":"cancelled"}
{"index":{"_id":11}}
{"purchased_at":"2016-04-02T04:42:31Z","lines":[{"product_id":6,"amount":86.89,"quantity":1},{"product_id":4,"amount":18.04,"quantity":3},{"product_id":10,"amount":18.61,"quantity":3}],"total_amount":123.54,"salesman":{"id":39,"name":"Ashely Rawnsley"},"sales_channel":"phone","status":"cancelled"}
{"index":{"_id":12}}
{"purchased_at":"2016-09-08T16:24:12Z","lines":[{"product_id":1,"amount":11.75,"quantity":1},{"product_id":5,"amount":77.33,"quantity":2},{"product_id":2,"amount":86.76,"quantity":1}],"total_amount":175.84,"salesman":{"id":40,"name":"Raynor Dennis"},"sales_channel":"web","status":"pending"}
{"index":{"_id":13}}
{"purchased_at":"2016-01-12T06:20:27Z","lines":[{"product_id":6,"amount":93.69,"quantity":2}],"total_amount":93.69,"salesman":{"id":62,"name":"Byran Gallihaulk"},"sales_channel":"app","status":"processed"}
{"index":{"_id":14}}
{"purchased_at":"2016-01-31T13:06:58Z","lines":[{"product_id":10,"amount":80.33,"quantity":2}],"total_amount":80.33,"salesman":{"id":43,"name":"Eveleen Ickovici"},"sales_channel":"store","status":"processed"}
{"index":{"_id":15}}
{"purchased_at":"2016-02-20T23:02:31Z","lines":[{"product_id":5,"amount":20.51,"quantity":1},{"product_id":10,"amount":93.35,"quantity":1}],"total_amount":113.86,"salesman":{"id":78,"name":"Erda Boyet"},"sales_channel":"store","status":"confirmed"}
{"index":{"_id":16}}
{"purchased_at":"2016-08-17T09:52:50Z","lines":[{"product_id":9,"amount":61.95,"quantity":1}],"total_amount":61.95,"salesman":{"id":91,"name":"Gherardo MattiCCI"},"sales_channel":"web","status":"confirmed"}
{"index":{"_id":17}}
{"purchased_at":"2016-06-05T18:59:23Z","lines":[{"product_id":8,"amount":32.46,"quantity":3},{"product_id":6,"amount":13.7,"quantity":2},{"product_id":8,"amount":28.74,"quantity":2}],"total_amount":74.9,"salesman":{"id":82,"name":"Shanon Eilhertsen"},"sales_channel":"phone","status":"confirmed"}
{"index":{"_id":18}}
{"purchased_at":"2016-07-26T12:10:15Z","lines":[{"product_id":3,"amount":23.16,"quantity":1},{"product_id":4,"amount":18.94,"quantity":1},{"product_id":10,"amount":38.65,"quantity":2}],"total_amount":80.75,"salesman":{"id":58,"name":"Thekla De Beauchemp"},"sales_channel":"phone","status":"processed"}
{"index":{"_id":19}}
{"purchased_at":"2016-05-08T19:54:44Z","lines":[{"product_id":9,"amount":29.8,"quantity":2},{"product_id":6,"amount":97.61,"quantity":3}],"total_amount":127.41,"salesman":{"id":96,"name":"Susannah Grigoryev"},"sales_channel":"phone","status":"cancelled"}
{"index":{"_id":20}}
{"purchased_at":"2016-06-19T21:34:51Z","lines":[{"product_id":2,"amount":23.3,"quantity":2},{"product_id":5,"amount":30.44,"quantity":2},{"product_id":6,"amount":22.15,"quantity":1}],"total_amount":75.89,"salesman":{"id":66,"name":"Janeta Crutchfield"},"sales_channel":"phone","status":"completed"}
{"index":{"_id":21}}
{"purchased_at":"2016-12-09T17:24:57Z","lines":[{"product_id":1,"amount":90.25,"quantity":1}],"total_amount":90.25,"salesman":{"id":20,"name":"Saxon Whitebread"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":22}}
{"purchased_at":"2016-09-18T12:26:52Z","lines":[{"product_id":7,"amount":48.03,"quantity":3},{"product_id":1,"amount":18.25,"quantity":1}],"total_amount":66.28,"salesman":{"id":96,"name":"Annissa Cleever"},"sales_channel":"web","status":"completed"}
{"index":{"_id":23}}
{"purchased_at":"2016-09-28T04:29:57Z","lines":[{"product_id":1,"amount":27.74,"quantity":3},{"product_id":8,"amount":82.88,"quantity":1}],"total_amount":110.62,"salesman":{"id":15,"name":"Catherina Tombleson"},"sales_channel":"phone","status":"pending"}
{"index":{"_id":24}}
{"purchased_at":"2016-08-05T23:08:23Z","lines":[{"product_id":5,"amount":90.7,"quantity":1}],"total_amount":90.7,"salesman":{"id":4,"name":"Saloma Raith"},"sales_channel":"app","status":"cancelled"}
{"index":{"_id":25}}
{"purchased_at":"2016-09-02T21:14:18Z","lines":[{"product_id":10,"amount":59.98,"quantity":1},{"product_id":4,"amount":34.72,"quantity":1}],"total_amount":94.7,"salesman":{"id":85,"name":"Raffaello Larrad"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":26}}
{"purchased_at":"2016-11-12T00:57:06Z","lines":[{"product_id":4,"amount":39.05,"quantity":3},{"product_id":8,"amount":39.29,"quantity":3}],"total_amount":78.34,"salesman":{"id":40,"name":"Maryanne O'Neill"},"sales_channel":"store","status":"confirmed"}
{"index":{"_id":27}}
{"purchased_at":"2016-12-30T07:37:52Z","lines":[{"product_id":7,"amount":12.41,"quantity":3},{"product_id":5,"amount":55.88,"quantity":3},{"product_id":6,"amount":33.89,"quantity":1}],"total_amount":102.18,"salesman":{"id":25,"name":"Myles Sedgemore"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":28}}
{"purchased_at":"2016-11-11T09:17:02Z","lines":[{"product_id":5,"amount":38.99,"quantity":1},{"product_id":10,"amount":43.07,"quantity":2},{"product_id":3,"amount":96.72,"quantity":2}],"total_amount":178.78,"salesman":{"id":12,"name":"Paulita Drury"},"sales_channel":"phone","status":"pending"}
{"index":{"_id":29}}
{"purchased_at":"2016-01-02T06:28:01Z","lines":[{"product_id":1,"amount":51.42,"quantity":3},{"product_id":6,"amount":23.42,"quantity":2},{"product_id":9,"amount":19.99,"quantity":2}],"total_amount":94.83,"salesman":{"id":37,"name":"Rubin Paulsson"},"sales_channel":"web","status":"confirmed"}
{"index":{"_id":30}}
{"purchased_at":"2016-04-20T07:09:10Z","lines":[{"product_id":6,"amount":36.2,"quantity":2},{"product_id":5,"amount":19.47,"quantity":1}],"total_amount":55.67,"salesman":{"id":40,"name":"Michel Rotlauf"},"sales_channel":"store","status":"confirmed"}
{"index":{"_id":31}}
{"purchased_at":"2016-05-12T03:28:58Z","lines":[{"product_id":1,"amount":41.62,"quantity":1},{"product_id":4,"amount":88.09,"quantity":1},{"product_id":9,"amount":91.79,"quantity":3}],"total_amount":221.5,"salesman":{"id":6,"name":"Umeko Andriolli"},"sales_channel":"phone","status":"pending"}
{"index":{"_id":32}}
{"purchased_at":"2016-08-12T21:44:18Z","lines":[{"product_id":4,"amount":52.8,"quantity":1},{"product_id":2,"amount":20.07,"quantity":2}],"total_amount":72.87,"salesman":{"id":40,"name":"Leonidas Farbrother"},"sales_channel":"app","status":"processed"}
{"index":{"_id":33}}
{"purchased_at":"2016-05-17T09:37:41Z","lines":[{"product_id":5,"amount":32.33,"quantity":1},{"product_id":10,"amount":53.34,"quantity":2}],"total_amount":85.67,"salesman":{"id":58,"name":"Charity Lee"},"sales_channel":"phone","status":"confirmed"}
{"index":{"_id":34}}
{"purchased_at":"2016-03-01T06:12:42Z","lines":[{"product_id":7,"amount":23.4,"quantity":2}],"total_amount":23.4,"salesman":{"id":37,"name":"Trey Milstead"},"sales_channel":"app","status":"processed"}
{"index":{"_id":35}}
{"purchased_at":"2016-01-27T09:22:10Z","lines":[{"product_id":4,"amount":68.95,"quantity":1},{"product_id":1,"amount":43.13,"quantity":1},{"product_id":5,"amount":72.67,"quantity":3}],"total_amount":184.75,"salesman":{"id":18,"name":"Laureen Fern"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":36}}
{"purchased_at":"2016-04-15T22:50:52Z","lines":[{"product_id":2,"amount":64.55,"quantity":1},{"product_id":3,"amount":85.39,"quantity":2}],"total_amount":149.94,"salesman":{"id":73,"name":"Virgil Bartul"},"sales_channel":"web","status":"completed"}
{"index":{"_id":37}}
{"purchased_at":"2016-06-26T04:52:28Z","lines":[{"product_id":6,"amount":40.18,"quantity":3}],"total_amount":40.18,"salesman":{"id":66,"name":"Franzen Towhey"},"sales_channel":"app","status":"pending"}
{"index":{"_id":38}}
{"purchased_at":"2016-03-29T02:39:44Z","lines":[{"product_id":3,"amount":27.65,"quantity":3},{"product_id":8,"amount":47.24,"quantity":3}],"total_amount":74.89,"salesman":{"id":11,"name":"Dominic Tovey"},"sales_channel":"app","status":"processed"}
{"index":{"_id":39}}
{"purchased_at":"2016-11-04T16:55:52Z","lines":[{"product_id":4,"amount":64.69,"quantity":1}],"total_amount":64.69,"salesman":{"id":5,"name":"Diarmid Livard"},"sales_channel":"web","status":"pending"}
{"index":{"_id":40}}
{"purchased_at":"2016-10-20T08:25:41Z","lines":[{"product_id":6,"amount":25.95,"quantity":1}],"total_amount":25.95,"salesman":{"id":17,"name":"Uri Acland"},"sales_channel":"phone","status":"processed"}
{"index":{"_id":41}}
{"purchased_at":"2016-07-04T18:05:50Z","lines":[{"product_id":5,"amount":30.49,"quantity":2}],"total_amount":30.49,"salesman":{"id":96,"name":"Sonia Dobney"},"sales_channel":"phone","status":"completed"}
{"index":{"_id":42}}
{"purchased_at":"2016-07-18T14:22:24Z","lines":[{"product_id":9,"amount":66.05,"quantity":1}],"total_amount":66.05,"salesman":{"id":27,"name":"Garold Pucknell"},"sales_channel":"app","status":"cancelled"}
{"index":{"_id":43}}
{"purchased_at":"2016-06-06T02:01:08Z","lines":[{"product_id":2,"amount":65.52,"quantity":1}],"total_amount":65.52,"salesman":{"id":80,"name":"Hamil Cotsford"},"sales_channel":"store","status":"completed"}
{"index":{"_id":44}}
{"purchased_at":"2016-07-26T11:42:45Z","lines":[{"product_id":1,"amount":35.93,"quantity":1},{"product_id":7,"amount":49.35,"quantity":1}],"total_amount":85.28,"salesman":{"id":13,"name":"Anna-maria Gomez"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":45}}
{"purchased_at":"2016-01-24T03:17:56Z","lines":[{"product_id":9,"amount":94.64,"quantity":2},{"product_id":9,"amount":52.94,"quantity":3},{"product_id":9,"amount":55.53,"quantity":3}],"total_amount":203.11,"salesman":{"id":87,"name":"Ashely Coate"},"sales_channel":"store","status":"pending"}
{"index":{"_id":46}}
{"purchased_at":"2016-05-15T18:58:23Z","lines":[{"product_id":3,"amount":12.33,"quantity":3},{"product_id":6,"amount":55.5,"quantity":3}],"total_amount":67.83,"salesman":{"id":1,"name":"Diahann Sholl"},"sales_channel":"store","status":"confirmed"}
{"index":{"_id":47}}
{"purchased_at":"2016-09-04T05:05:58Z","lines":[{"product_id":3,"amount":24.93,"quantity":1},{"product_id":5,"amount":88.18,"quantity":3}],"total_amount":113.11,"salesman":{"id":50,"name":"Lucinda Beinke"},"sales_channel":"app","status":"confirmed"}
{"index":{"_id":48}}
{"purchased_at":"2016-07-25T17:40:22Z","lines":[{"product_id":3,"amount":52.47,"quantity":1},{"product_id":10,"amount":80.35,"quantity":1}],"total_amount":132.82,"salesman":{"id":68,"name":"Missy Walding"},"sales_channel":"app","status":"confirmed"}
{"index":{"_id":49}}
{"purchased_at":"2016-05-22T18:13:46Z","lines":[{"product_id":1,"amount":51.26,"quantity":2}],"total_amount":51.26,"salesman":{"id":81,"name":"Mateo Warmisham"},"sales_channel":"phone","status":"completed"}
{"index":{"_id":50}}
{"purchased_at":"2016-07-28T16:43:05Z","lines":[{"product_id":3,"amount":44.0,"quantity":3}],"total_amount":44.0,"salesman":{"id":50,"name":"Mattie Kennewell"},"sales_channel":"store","status":"cancelled"}
{"index":{"_id":51}}
{"purchased_at":"2016-12-03T20:06:42Z","lines":[{"product_id":10,"amount":28.03,"quantity":3},{"product_id":3,"amount":92.47,"quantity":1}],"total_amount":120.5,"salesman":{"id":61,"name":"Cassius Whitmore"},"sales_channel":"phone","status":"processed"}
{"index":{"_id":52}}
{"purchased_at":"2016-02-09T00:04:58Z","lines":[{"product_id":3,"amount":66.99,"quantity":1}],"total_amount":66.99,"salesman":{"id":34,"name":"Meghan Perulli"},"sales_channel":"app","status":"pending"}
{"index":{"_id":53}}
{"purchased_at":"2016-06-01T21:07:18Z","lines":[{"product_id":2,"amount":18.18,"quantity":1},{"product_id":8,"amount":87.4,"quantity":2}],"total_amount":105.58,"salesman":{"id":26,"name":"Ilyse Hull"},"sales_channel":"store","status":"pending"}
{"index":{"_id":54}}
{"purchased_at":"2016-02-13T16:03:30Z","lines":[{"product_id":3,"amount":51.29,"quantity":1}],"total_amount":51.29,"salesman":{"id":33,"name":"Orson Billanie"},"sales_channel":"store","status":"pending"}
{"index":{"_id":55}}
{"purchased_at":"2016-06-27T07:53:48Z","lines":[{"product_id":2,"amount":83.21,"quantity":3},{"product_id":1,"amount":85.01,"quantity":2},{"product_id":8,"amount":66.53,"quantity":1}],"total_amount":234.75,"salesman":{"id":36,"name":"Dino Leven"},"sales_channel":"store","status":"pending"}
{"index":{"_id":56}}
{"purchased_at":"2016-12-28T12:44:01Z","lines":[{"product_id":1,"amount":55.04,"quantity":3},{"product_id":5,"amount":19.34,"quantity":3},{"product_id":4,"amount":65.58,"quantity":3}],"total_amount":139.96,"salesman":{"id":55,"name":"Jeff Burnall"},"sales_channel":"web","status":"completed"}
{"index":{"_id":57}}
{"purchased_at":"2016-06-20T13:15:56Z","lines":[{"product_id":2,"amount":79.39,"quantity":3},{"product_id":2,"amount":39.7,"quantity":2}],"total_amount":119.09,"salesman":{"id":7,"name":"Alana Vlasov"},"sales_channel":"store","status":"pending"}
{"index":{"_id":58}}
{"purchased_at":"2016-03-10T04:56:59Z","lines":[{"product_id":5,"amount":55.77,"quantity":2},{"product_id":7,"amount":46.96,"quantity":2},{"product_id":6,"amount":62.58,"quantity":2}],"total_amount":165.31,"salesman":{"id":47,"name":"Kelli Leebetter"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":59}}
{"purchased_at":"2016-05-24T19:35:24Z","lines":[{"product_id":2,"amount":19.05,"quantity":2},{"product_id":3,"amount":56.5,"quantity":3},{"product_id":4,"amount":92.99,"quantity":2}],"total_amount":168.54,"salesman":{"id":79,"name":"Slade Yong"},"sales_channel":"web","status":"processed"}
{"index":{"_id":60}}
{"purchased_at":"2016-09-29T22:59:15Z","lines":[{"product_id":1,"amount":57.03,"quantity":1}],"total_amount":57.03,"salesman":{"id":22,"name":"Andrey Gabbitus"},"sales_channel":"store","status":"processed"}
{"index":{"_id":61}}
{"purchased_at":"2016-08-15T01:07:03Z","lines":[{"product_id":6,"amount":62.41,"quantity":3},{"product_id":8,"amount":44.69,"quantity":1},{"product_id":8,"amount":14.18,"quantity":1}],"total_amount":121.28,"salesman":{"id":5,"name":"Marya Jerke"},"sales_channel":"phone","status":"processed"}
{"index":{"_id":62}}
{"purchased_at":"2016-04-08T16:24:27Z","lines":[{"product_id":1,"amount":52.94,"quantity":2},{"product_id":8,"amount":31.84,"quantity":3},{"product_id":8,"amount":97.92,"quantity":2}],"total_amount":182.7,"salesman":{"id":33,"name":"Shay Gabbotts"},"sales_channel":"web","status":"pending"}
{"index":{"_id":63}}
{"purchased_at":"2016-04-06T06:56:52Z","lines":[{"product_id":6,"amount":69.03,"quantity":1},{"product_id":1,"amount":11.37,"quantity":1}],"total_amount":80.4,"salesman":{"id":11,"name":"Schuyler McQuaide"},"sales_channel":"phone","status":"processed"}
{"index":{"_id":64}}
{"purchased_at":"2016-07-25T13:53:37Z","lines":[{"product_id":4,"amount":27.28,"quantity":2},{"product_id":10,"amount":90.86,"quantity":1},{"product_id":1,"amount":29.88,"quantity":2}],"total_amount":148.02,"salesman":{"id":69,"name":"Olenka Riccelli"},"sales_channel":"phone","status":"confirmed"}
{"index":{"_id":65}}
{"purchased_at":"2016-09-11T07:39:57Z","lines":[{"product_id":5,"amount":15.58,"quantity":2},{"product_id":10,"amount":90.82,"quantity":3}],"total_amount":106.4,"salesman":{"id":88,"name":"Reginauld Ketley"},"sales_channel":"phone","status":"cancelled"}
{"index":{"_id":66}}
{"purchased_at":"2016-08-29T09:03:36Z","lines":[{"product_id":9,"amount":34.27,"quantity":2},{"product_id":2,"amount":48.19,"quantity":3},{"product_id":2,"amount":37.98,"quantity":2}],"total_amount":120.44,"salesman":{"id":97,"name":"Nikkie Crimin"},"sales_channel":"web","status":"cancelled"}
{"index":{"_id":67}}
{"purchased_at":"2016-12-13T16:53:12Z","lines":[{"product_id":6,"amount":65.42,"quantity":3},{"product_id":5,"amount":89.92,"quantity":3},{"product_id":10,"amount":93.08,"quantity":2}],"total_amount":248.42,"salesman":{"id":71,"name":"Garrick Jencken"},"sales_channel":"store","status":"pending"}
{"index":{"_id":68}}
{"purchased_at":"2016-10-15T06:20:29Z","lines":[{"product_id":6,"amount":94.52,"quantity":1},{"product_id":10,"amount":49.51,"quantity":1},{"product_id":3,"amount":74.97,"quantity":1}],"total_amount":219.0,"salesman":{"id":34,"name":"Orion Bulter"},"sales_channel":"store","status":"completed"}
{"index":{"_id":69}}
{"purchased_at":"2016-08-09T13:30:49Z","lines":[{"product_id":7,"amount":30.98,"quantity":2}],"total_amount":30.98,"salesman":{"id":2,"name":"Nathanial Treanor"},"sales_channel":"web","status":"pending"}
{"index":{"_id":70}}
{"purchased_at":"2016-09-25T07:49:54Z","lines":[{"product_id":8,"amount":86.12,"quantity":1}],"total_amount":86.12,"salesman":{"id":94,"name":"Almeta Poyser"},"sales_channel":"store","status":"completed"}
{"index":{"_id":71}}
{"purchased_at":"2016-09-25T16:07:07Z","lines":[{"product_id":4,"amount":90.28,"quantity":1}],"total_amount":90.28,"salesman":{"id":15,"name":"Rex Wooderson"},"sales_channel":"web","status":"pending"}
{"index":{"_id":72}}
{"purchased_at":"2016-10-11T00:44:28Z","lines":[{"product_id":8,"amount":45.01,"quantity":1}],"total_amount":45.01,"salesman":{"id":53,"name":"Mateo Scripps"},"sales_channel":"app","status":"cancelled"}
{"index":{"_id":73}}
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