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new febrl models #121

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merged 3 commits into from
Jan 11, 2022
Merged

new febrl models #121

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a102c58
febrl config files updated with areacode; 'exact' match for areacode …
navinrathore Jan 8, 2022
8f97f5d
Updated febryl models, BlockingTree after z_source moved to end of da…
navinrathore Jan 8, 2022
4c994c8
added areacode field in trainingSamples schema; new file modelIds.txt
navinrathore Jan 10, 2022
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9 changes: 8 additions & 1 deletion examples/febrl/config.json
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Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -36,6 +36,12 @@
"fields" : "city",
"dataType": "\"string\""
},
{
"fieldName" : "areacode",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
{
"fieldName" : "state",
"matchType": "fuzzy",
Expand Down Expand Up @@ -82,6 +88,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
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10 changes: 9 additions & 1 deletion examples/febrl/configLink.json
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Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -36,6 +36,12 @@
"fields" : "city",
"dataType": "\"string\""
},
{
"fieldName" : "areacode",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
{
"fieldName" : "state",
"matchType": "fuzzy",
Expand Down Expand Up @@ -82,6 +88,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
Expand All @@ -106,6 +113,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
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4 changes: 2 additions & 2 deletions examples/febrl/configSnow.json
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Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "STREETNUMBER",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "STREETNUMBER",
"dataType": "\"string\""
},
Expand All @@ -38,7 +38,7 @@
},
{
"fieldName" : "AREACODE",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "AREACODE",
"dataType": "\"string\""
},
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13 changes: 10 additions & 3 deletions examples/febrl/configWithTrainingSamples.json
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Expand Up @@ -21,6 +21,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}},
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}},
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}}
Expand All @@ -44,7 +45,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -66,6 +67,12 @@
"fields" : "city",
"dataType": "\"string\""
},
{
"fieldName" : "areacode",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
{
"fieldName" : "state",
"matchType": "fuzzy",
Expand Down Expand Up @@ -112,6 +119,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
Expand All @@ -120,7 +128,6 @@
}],
"labelDataSampleSize" : 0.5,
"numPartitions":4,
"modelId": 100,
"modelId": 102,
"zinggDir": "models"

}
4 changes: 2 additions & 2 deletions examples/febrl/findTrainingData.json
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Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -38,7 +38,7 @@
},
{
"fieldName" : "areacode",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
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9 changes: 8 additions & 1 deletion examples/febrl120k/config.json
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Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -36,6 +36,12 @@
"fields" : "city",
"dataType": "\"string\""
},
{
"fieldName" : "areacode",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
{
"fieldName" : "state",
"matchType": "fuzzy",
Expand Down Expand Up @@ -82,6 +88,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
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9 changes: 8 additions & 1 deletion examples/febrl120k/config120k.json
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Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -36,6 +36,12 @@
"fields" : "city",
"dataType": "\"string\""
},
{
"fieldName" : "areacode",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
{
"fieldName" : "state",
"matchType": "fuzzy",
Expand Down Expand Up @@ -82,6 +88,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
Expand Down
9 changes: 8 additions & 1 deletion examples/febrl120k/config500k.json
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Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@
},
{
"fieldName" : "stNo",
"matchType": "fuzzy",
"matchType": "exact",
"fields" : "stNo",
"dataType": "\"string\""
},
Expand All @@ -36,6 +36,12 @@
"fields" : "city",
"dataType": "\"string\""
},
{
"fieldName" : "areacode",
"matchType": "exact",
"fields" : "areacode",
"dataType": "\"string\""
},
{
"fieldName" : "state",
"matchType": "fuzzy",
Expand Down Expand Up @@ -82,6 +88,7 @@
{\"name\":\"add1\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"city\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, \
{\"name\":\"state\", \"type\":\"string\", \"nullable\":true},
{\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} ,
{\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true}
Expand Down
6 changes: 6 additions & 0 deletions examples/modelIds.txt
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@@ -0,0 +1,6 @@
The following model ids have been used in configuration files provided by the Zingg. The 1XX series is reserved for the Zingg.

Model Id Description
100 prebuilt model created with febrl data (65 records) using examples/febrl/config.json
101 prebuilt model created with febrl data (1,20,000 records) using examples/febrl120k/config.json
102 model id blocked for working with trainingSamples as configured in examples/febrl/configWithTrainingSamples.json
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